From ca0e308117542bf260e2cc644c125be49964f92c Mon Sep 17 00:00:00 2001
From: Brandt Newton <brandtnewton@google.com>
Date: Mon, 18 May 2026 08:43:13 -0400
Subject: [PATCH] feat: adding timeout configs to all Bigtable source templates

---
 .../spanner-failure-injection-tests.yml       |    2 +-
 cicd/cmd/run-failure-injection-tests/main.go  |    1 +
 python/generate_all_dependencies.sh           |    4 +-
 .../python/BigQueryAnomalyDetection.java      |   51 +-
 .../bigquery-anomaly-detection/pyproject.toml |    2 +-
 .../requirements_all.txt                      | 1537 +++++++++--------
 .../src/bqmonitor/pipeline.py                 | 1063 ++++++------
 .../job-builder-server/requirements.txt       |  977 +++++------
 .../python/word-count-python/requirements.txt |  965 +++++------
 .../python/yaml-template/requirements.txt     |  977 +++++------
 .../pipeline_test.py                          |  955 +++++++++-
 .../teleport/bigtable/BigtableToAvro.java     |   29 +
 .../teleport/bigtable/BigtableToJson.java     |   29 +
 .../teleport/bigtable/BigtableToParquet.java  |   47 +-
 .../bigtable/BigtableToVectorEmbeddings.java  |   28 +-
 .../DataStreamToSpannerCDCFT.java             |    5 +-
 .../DataStreamToSpannerFTBase.java            |    3 +-
 .../TransactionTimeoutInjectionPolicy.java    |   22 +
 .../src/main/resources/requirements.txt       |  977 +++++------
 .../src/main/resources/requirements.txt       |  977 +++++------
 .../src/main/resources/requirements.txt       |  977 +++++------
 .../src/main/resources/requirements.txt       |  977 +++++------
 v2/mongodb-to-mongodb/README.md               |  151 ++
 v2/mongodb-to-mongodb/pom.xml                 |   87 +
 .../v2/templates/MongoDbToMongoDb.java        |  482 ++++++
 .../teleport/v2/templates/package-info.java   |    2 +
 .../v2/transforms/DocumentWithMetadata.java   |  275 +++
 .../v2/transforms/MongoDbTransforms.java      |  719 ++++++++
 .../teleport/v2/transforms/package-info.java  |    2 +
 .../transforms/DocumentWithMetadataTest.java  |  105 ++
 .../v2/transforms/MongoDbTransformsTest.java  |  476 +++++
 v2/pom.xml                                    |    1 +
 .../src/main/resources/requirements.txt       |  977 +++++------
 .../SpannerToSourceDbFTBase.java              |    2 +
 .../SpannerToSrcDBMySQLCDCFT.java             |    5 +-
 yaml/src/main/python/requirements.txt         |  977 +++++------
 36 files changed, 9243 insertions(+), 5623 deletions(-)
 create mode 100644 v2/mongodb-to-mongodb/README.md
 create mode 100644 v2/mongodb-to-mongodb/pom.xml
 create mode 100644 v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/templates/MongoDbToMongoDb.java
 create mode 100644 v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/templates/package-info.java
 create mode 100644 v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/DocumentWithMetadata.java
 create mode 100644 v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/MongoDbTransforms.java
 create mode 100644 v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/package-info.java
 create mode 100644 v2/mongodb-to-mongodb/src/test/java/com/google/cloud/teleport/v2/transforms/DocumentWithMetadataTest.java
 create mode 100644 v2/mongodb-to-mongodb/src/test/java/com/google/cloud/teleport/v2/transforms/MongoDbTransformsTest.java

diff --git a/.github/workflows/spanner-failure-injection-tests.yml b/.github/workflows/spanner-failure-injection-tests.yml
index 7a3dba2460..369afbd958 100644
--- a/.github/workflows/spanner-failure-injection-tests.yml
+++ b/.github/workflows/spanner-failure-injection-tests.yml
@@ -27,7 +27,7 @@ permissions: write-all
 jobs:
   spanner_failure_injection_tests:
     name: Spanner Failure Injection Tests
-    timeout-minutes: 180
+    timeout-minutes: 360
     runs-on: [ self-hosted, spanner-it ]
     steps:
     - name: Checkout Code
diff --git a/cicd/cmd/run-failure-injection-tests/main.go b/cicd/cmd/run-failure-injection-tests/main.go
index 60aecfc7dd..23c3bce4ef 100644
--- a/cicd/cmd/run-failure-injection-tests/main.go
+++ b/cicd/cmd/run-failure-injection-tests/main.go
@@ -33,6 +33,7 @@ func main() {
 	mvnFlags := workflows.NewMavenFlags()
 	err := workflows.MvnCleanInstall().Run(
 		mvnFlags.IncludeDependencies(),
+		mvnFlags.RunFailureInjectionTests(),
 		mvnFlags.SkipDependencyAnalysis(),
 		mvnFlags.SkipCheckstyle(),
 		mvnFlags.SkipJib(),
diff --git a/python/generate_all_dependencies.sh b/python/generate_all_dependencies.sh
index d02635972a..29e2b60e4c 100755
--- a/python/generate_all_dependencies.sh
+++ b/python/generate_all_dependencies.sh
@@ -20,12 +20,14 @@ set -e
 SCRIPTPATH=$(dirname "$0")
 
 sh $SCRIPTPATH/generate_dependencies.sh $SCRIPTPATH/../python/src/main/python/streaming-llm/base_requirements.txt $SCRIPTPATH/../python/src/main/python/streaming-llm/requirements.txt
-sh $SCRIPTPATH/generate_dependencies.sh $SCRIPTPATH/default_base_bqmonitor_requirements.txt $SCRIPTPATH/../python/src/main/python/bigquery-anomaly-detection/requirements_all.txt
 # Generate a base set of dependencies to use for any templates without special dependencies
 mkdir -p $SCRIPTPATH/__build__/
+sh $SCRIPTPATH/generate_dependencies.sh $SCRIPTPATH/default_base_bqmonitor_requirements.txt $SCRIPTPATH/__build__/bqmonitor_requirements.txt
 sh $SCRIPTPATH/generate_dependencies.sh $SCRIPTPATH/default_base_python_requirements.txt $SCRIPTPATH/__build__/default_python_requirements.txt
 sh $SCRIPTPATH/generate_dependencies.sh $SCRIPTPATH/default_base_yaml_requirements.txt $SCRIPTPATH/__build__/default_yaml_requirements.txt
 
+cp $SCRIPTPATH/__build__/bqmonitor_requirements.txt $SCRIPTPATH/../python/src/main/python/bigquery-anomaly-detection/requirements_all.txt
+
 cp $SCRIPTPATH/__build__/default_python_requirements.txt $SCRIPTPATH/../python/src/main/python/word-count-python/requirements.txt
 
 cp $SCRIPTPATH/__build__/default_yaml_requirements.txt $SCRIPTPATH/../python/src/main/python/yaml-template/requirements.txt
diff --git a/python/src/main/java/com/google/cloud/teleport/templates/python/BigQueryAnomalyDetection.java b/python/src/main/java/com/google/cloud/teleport/templates/python/BigQueryAnomalyDetection.java
index f6d692c614..dc44b02039 100644
--- a/python/src/main/java/com/google/cloud/teleport/templates/python/BigQueryAnomalyDetection.java
+++ b/python/src/main/java/com/google/cloud/teleport/templates/python/BigQueryAnomalyDetection.java
@@ -30,7 +30,14 @@
         "[Experimental] Real-time anomaly detection on BigQuery change data (CDC). "
             + "Reads streaming APPENDS/CHANGES data from a BigQuery table, "
             + "computes a configurable windowed metric, runs anomaly detection "
-            + "(ZScore, IQR, or RobustZScore), and publishes anomalies to Pub/Sub.",
+            + "(ZScore, IQR, or RobustZScore), and emits anomalies to Pub/Sub "
+            + "and/or a REST webhook. "
+            + "Alerts to Pub/Sub and the REST webhook are rate-limited by "
+            + "default: per anomaly key, after the first alert fires further "
+            + "anomalies are suppressed until a 10-minute gap between "
+            + "consecutive anomalies elapses. Tune or disable via "
+            + "alert_cooldown_seconds (set to 0 to disable). The BigQuery "
+            + "sink table is unaffected and records every anomaly.",
     preview = true,
     flexContainerName = "bigquery-anomaly-detection",
     filesToCopy = {"main.py", "setup.py", "pyproject.toml", "requirements_all.txt", "src"},
@@ -71,10 +78,13 @@ public interface BigQueryAnomalyDetection {
 
   @TemplateParameter.Text(
       order = 4,
+      optional = true,
       name = "topic",
       description = "Pub/Sub Topic",
       helpText =
-          "Pub/Sub topic for anomaly results. " + "Full path: projects/<project>/topics/<topic>.",
+          "Pub/Sub topic for anomaly results. "
+              + "Full path: projects/<project>/topics/<topic>. "
+              + "Optional: at least one of topic or webhook_spec must be set.",
       regexes = {"^projects/[^/]+/topics/[^/]+$"})
   String getTopic();
 
@@ -193,4 +203,41 @@ public interface BigQueryAnomalyDetection {
               + "Example: {\"job_id\": \"pipeline-123\", \"env\": \"prod\"}. "
               + "Anomaly fields take precedence on key collision.")
   String getMessageMetadata();
+
+  @TemplateParameter.Text(
+      order = 17,
+      optional = true,
+      name = "webhook_spec",
+      description = "REST Webhook Specification (JSON)",
+      helpText =
+          "JSON object configuring a REST webhook for anomaly results. "
+              + "Required keys: endpoint (http/https URL), body (JSON object/array). "
+              + "Optional keys: method (POST/PUT/PATCH, default POST), "
+              + "headers (object), scopes (list of OAuth scopes; default "
+              + "cloud-platform), timeout_seconds (default 600, i.e. 10 min), "
+              + "parallelism (max concurrent in-flight POSTs per worker, "
+              + "default 5), callback_frequency_seconds (how often the "
+              + "AsyncWrapper sweeps finished futures, default 30). "
+              + "String leaves in body and headers are Python-format-substituted "
+              + "against anomaly fields, message_metadata keys, and the "
+              + "{anomaly_message} field (which equals message_format output, "
+              + "or a default natural-language summary). "
+              + "At least one of topic or webhook_spec must be set.")
+  String getWebhookSpec();
+
+  @TemplateParameter.Double(
+      order = 18,
+      optional = true,
+      name = "alert_cooldown_seconds",
+      description = "Alert Cooldown (seconds)",
+      helpText =
+          "Session-window gap for debouncing alerts to external systems "
+              + "(Pub/Sub, webhook). Per anomaly key, the first anomaly fires "
+              + "immediately; subsequent anomalies are suppressed (logged as "
+              + "\"still active\") until a gap of at least this many seconds "
+              + "passes between consecutive anomalies. Continuous anomalies "
+              + "extend the active-alert window. The BigQuery sink table is "
+              + "unaffected and records every anomaly. Set to 0 to disable "
+              + "rate limiting. Default: 600 (10 minutes).")
+  Double getAlertCooldownSeconds();
 }
diff --git a/python/src/main/python/bigquery-anomaly-detection/pyproject.toml b/python/src/main/python/bigquery-anomaly-detection/pyproject.toml
index 8f9380e8ed..e8d574834f 100644
--- a/python/src/main/python/bigquery-anomaly-detection/pyproject.toml
+++ b/python/src/main/python/bigquery-anomaly-detection/pyproject.toml
@@ -8,6 +8,6 @@ version = "0.1.0"
 description = "BigQuery anomaly monitoring pipeline (Dataflow Flex Template)"
 requires-python = ">=3.11"
 dependencies = [
-    "apache-beam[gcp]==2.72.0",
+    "apache-beam[gcp]>=2.73.0",
     "google-cloud-bigquery-storage",
 ]
diff --git a/python/src/main/python/bigquery-anomaly-detection/requirements_all.txt b/python/src/main/python/bigquery-anomaly-detection/requirements_all.txt
index d6b81abca3..cf5fb79f36 100644
--- a/python/src/main/python/bigquery-anomaly-detection/requirements_all.txt
+++ b/python/src/main/python/bigquery-anomaly-detection/requirements_all.txt
@@ -23,7 +23,7 @@
 # This file is autogenerated by pip-compile with Python 3.11
 # by the following command:
 #
-#    pip-compile --allow-unsafe --generate-hashes --output-file=python/../python/src/main/python/bigquery-anomaly-detection/requirements_all.txt python/default_base_bqmonitor_requirements.txt
+#    pip-compile --allow-unsafe --generate-hashes --output-file=python/__build__/bqmonitor_requirements.txt python/default_base_bqmonitor_requirements.txt
 #
 aiofiles==25.1.0 \
     --hash=sha256:a8d728f0a29de45dc521f18f07297428d56992a742f0cd2701ba86e44d23d5b2 \
@@ -169,28 +169,33 @@ anyio==4.13.0 \
     # via
     #   google-genai
     #   httpx
-apache-beam[gcp]==2.72.0 \
-    --hash=sha256:0674cb64ea27290b2303d3348125e244ba0fc551a94fc061775dc6a8ee3cd26d \
-    --hash=sha256:06e3ec4cbf97b4c5a8c6e73823cee6d85b87d47c6edb485e8b6ed18a8886e836 \
-    --hash=sha256:178d6fcc84e7ce1448adaaa0d6583e8467a12bd4d3556c30289f361aacc9e3a9 \
-    --hash=sha256:2c9dd7d5730c0fd97ae33ddc4912d126c62043b2936dea80ec1023da203a1e2d \
-    --hash=sha256:2d44e2ff6b40ce447fd23e9d3d02429647b5bbbe14574198b4870be66ca0dace \
-    --hash=sha256:3c3a260948fd60684747e8b68ea482eaa6eb06cdae7c723e9385ee91c093dbce \
-    --hash=sha256:4470453c76b2d86558e916b86cfa0e5dc9d0d525ad12d680e5684aa8226c77c7 \
-    --hash=sha256:4be89be9c916cf8c25184ea84d0e3fe2d950a2e9fa92f360b7f49bdbd3176553 \
-    --hash=sha256:4e2b13e6e19b044c23f2800269f59c902bf569f5cecc892e9040efde1fd52b78 \
-    --hash=sha256:517758c7dfcbade1f580822a9371aa626df0b93adbede6f605c12e82707961a2 \
-    --hash=sha256:6ec591e09d125c93ae0c0286cdc1fe21f6c2f6b0fed7090704e1f9a3ea54af63 \
-    --hash=sha256:6f1097ff9969276f35dd31b2247f06dd844510be3f93d5370fb6237eae462d4e \
-    --hash=sha256:7608878eecde0cc023df26a15960c0e6ae2546bd9f7cb197b66417a51a846517 \
-    --hash=sha256:8138c8772803c432e3218a3dee5190feece4a7216883a0ec42cc71476db080ac \
-    --hash=sha256:818fa1625b4b5fa12852f7a347982d978b19146ca13c06a2b1bc5f96a91ccc45 \
-    --hash=sha256:a5c1688894f7dd60da68111168d0abdb3a997c9277ae1ca0f5692b32f3205bd7 \
-    --hash=sha256:c9b1c13f081aed2e1c7c411827d6d3c3cc6ffc9aa0c0445fe5e132de1d20071a \
-    --hash=sha256:ccb2647dce66f7820bb7baf8dee4424ab11b36c14bdf5c4b7c5635c4464a54c4 \
-    --hash=sha256:cdb8fa6c08c8dea0ad1f9e7d8b36b99f6dd3c49f58c12cc0dcb44f8c912b811b \
-    --hash=sha256:d0230a274a0db161fc6bff52f2887ecfe777717f43c925c4bc161f805191d21c \
-    --hash=sha256:eab8631b15e0015cd9125e6a3648d0d6960ddda0f6a18b4bd62b9ad72153b6ff
+apache-beam[gcp]==2.73.0 \
+    --hash=sha256:000ecb654497943f729c3195489ffdb2a22cf328919d2c279a9682ecb8ec4550 \
+    --hash=sha256:03b8b849a1ee4e7f22368dbd227a4c31d2e11262ee6f450eac71eb0a51e44b39 \
+    --hash=sha256:2725e862fa577ae8bc8411970e8f51b1418bd2cf9b2174900d86eb9a3add4887 \
+    --hash=sha256:459ac4b803b9e37a5ea7002a39a0d3eca23a4fe475c8d839e87beb52f3cf2726 \
+    --hash=sha256:4eb9fd06f3c011630b1b4f52f44e9e3187c3f489ebd9f7917e1391ccbdb6f5df \
+    --hash=sha256:4f12dc7235803ff3b32053838422af7c0d792f9736fcda221e91a8b3a9342033 \
+    --hash=sha256:5845bd726d4a724b4a80ffcd8908a179777ef3d360d1e635ec25315f2292561d \
+    --hash=sha256:59c96215d0661acd955cb82814689f2f7e5dc84d8916a4ec348ec18f18e7a1ee \
+    --hash=sha256:5b56da8da361f1d8df9c57e04d91c6d1cf3856164e74e4cc50b3489fb7305078 \
+    --hash=sha256:65c23529ede80d970494a602af18c64686e1ac609ae89f941527b1932197177e \
+    --hash=sha256:6f49a4537983a602ca42b4697d8a2b9274d228b32832168f9deaf2b69eed17ce \
+    --hash=sha256:70b8d253866b9fec9e58d142b39af94f3249fdefad9db3fff9d787e9c568eaf1 \
+    --hash=sha256:799ccecf8ba8d0a762981f4dae46a5c7cdc0601083cea0fb9cd73e534f6dba65 \
+    --hash=sha256:7a53e08ab11eb15ec69e07b9532877180bf8eeeec3d95c68e959503a51de4236 \
+    --hash=sha256:7ff342ae4f833f92434b8b8ae42765953a72976dd7b494d3320bd44208cd8abb \
+    --hash=sha256:84258f653a7a57fdbd2652154aebea66524f65ceef5791f8565958c5d02d1bc1 \
+    --hash=sha256:8b4fb5e0993db8d6a7d7b6ebef4dffab4087d31f4d43f61560ee5d783ff22080 \
+    --hash=sha256:8fb999aae2aab0cad8ab713df6e812d5f6c7dcefa2f14609a2e1e18cc2da5f12 \
+    --hash=sha256:940da90c516d21b7fd0198a4a6c137ef61f6f84a9317705deb4c44ff8f9e7efb \
+    --hash=sha256:b47249eb614b4b6ecfa75aca2c1be060b6cc4579b72d14f9993895f39ed57c18 \
+    --hash=sha256:c2dd20fae4cfc3a6603bc01451763efb56a2ba34cac55db398ec9796a1dc6db9 \
+    --hash=sha256:de64076ec85312c9ae1c5e89c046709afed19e1e76f2a8637cfc00163d308691 \
+    --hash=sha256:dec2fb013affb7b8ffb33aa574de6b5a0206aa6d3d041cc9db48dd342c8b8c4e \
+    --hash=sha256:ec35d5e4b779262c9b4f9589f745b65cb21e5ca2f40308412a8b6b6ccf40f285 \
+    --hash=sha256:fb2f7a537e21c7fec806d1ae7c246d6983a1c38467a41949c35a40fdb9388fbe \
+    --hash=sha256:ff9b6b320729051ce97c9809f64b825c9056694cc4c9afd3385fe124dcc60b80
     # via -r python/default_base_bqmonitor_requirements.txt
 asn1crypto==1.5.1 \
     --hash=sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c \
@@ -208,17 +213,17 @@ beartype==0.22.9 \
     --hash=sha256:8f82b54aa723a2848a56008d18875f91c1db02c32ef6a62319a002e3e25a975f \
     --hash=sha256:d16c9bbc61ea14637596c5f6fbff2ee99cbe3573e46a716401734ef50c3060c2
     # via apache-beam
-betterproto==2.0.0b7 \
-    --hash=sha256:1b1458ca5278d519bcd62556a4c236f998a91d503f0f71c67b0b954747052af2 \
-    --hash=sha256:401ab8055e2f814e77b9c88a74d0e1ae3d1e8a969cced6aeb1b59f71ad63fbd2
+betterproto==2.0.0b6 \
+    --hash=sha256:720ae92697000f6fcf049c69267d957f0871654c8b0d7458906607685daee784 \
+    --hash=sha256:a0839ec165d110a69d0d116f4d0e2bec8d186af4db826257931f0831dab73fcf
     # via envoy-data-plane
 cachetools==6.2.6 \
     --hash=sha256:16c33e1f276b9a9c0b49ab5782d901e3ad3de0dd6da9bf9bcd29ac5672f2f9e6 \
     --hash=sha256:8c9717235b3c651603fff0076db52d6acbfd1b338b8ed50256092f7ce9c85bda
     # via apache-beam
-certifi==2026.2.25 \
-    --hash=sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa \
-    --hash=sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7
+certifi==2026.4.22 \
+    --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
+    --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
     # via
     #   httpcore
     #   httpx
@@ -440,60 +445,60 @@ charset-normalizer==3.4.7 \
     --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
     --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
     # via requests
-cloud-sql-python-connector==1.20.1 \
-    --hash=sha256:7e826875c5c284e1dfd872ab81d8c75eb82dd67ad1bbf43b9e74489342765255 \
-    --hash=sha256:c00f9d81205eb658fe06f9f353e00646eb3f55d2d86de01dc1222eec1f5f2fc9
+cloud-sql-python-connector==1.20.2 \
+    --hash=sha256:c1a6d827199c9730e7f9687c074885ce7db447dd7d8f3f3a49c37180a530df95 \
+    --hash=sha256:cbd55bf58cbd5bea8e44c5768bcecc18d4ab2bc490150d90620b3fdb518d1063
     # via apache-beam
-cryptography==46.0.7 \
-    --hash=sha256:04959522f938493042d595a736e7dbdff6eb6cc2339c11465b3ff89343b65f65 \
-    --hash=sha256:128c5edfe5e5938b86b03941e94fac9ee793a94452ad1365c9fc3f4f62216832 \
-    --hash=sha256:1d25aee46d0c6f1a501adcddb2d2fee4b979381346a78558ed13e50aa8a59067 \
-    --hash=sha256:24402210aa54baae71d99441d15bb5a1919c195398a87b563df84468160a65de \
-    --hash=sha256:258514877e15963bd43b558917bc9f54cf7cf866c38aa576ebf47a77ddbc43a4 \
-    --hash=sha256:35719dc79d4730d30f1c2b6474bd6acda36ae2dfae1e3c16f2051f215df33ce0 \
-    --hash=sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b \
-    --hash=sha256:3986ac1dee6def53797289999eabe84798ad7817f3e97779b5061a95b0ee4968 \
-    --hash=sha256:420b1e4109cc95f0e5700eed79908cef9268265c773d3a66f7af1eef53d409ef \
-    --hash=sha256:42a1e5f98abb6391717978baf9f90dc28a743b7d9be7f0751a6f56a75d14065b \
-    --hash=sha256:462ad5cb1c148a22b2e3bcc5ad52504dff325d17daf5df8d88c17dda1f75f2a4 \
-    --hash=sha256:506c4ff91eff4f82bdac7633318a526b1d1309fc07ca76a3ad182cb5b686d6d3 \
-    --hash=sha256:5ad9ef796328c5e3c4ceed237a183f5d41d21150f972455a9d926593a1dcb308 \
-    --hash=sha256:5d1c02a14ceb9148cc7816249f64f623fbfee39e8c03b3650d842ad3f34d637e \
-    --hash=sha256:5e51be372b26ef4ba3de3c167cd3d1022934bc838ae9eaad7e644986d2a3d163 \
-    --hash=sha256:60627cf07e0d9274338521205899337c5d18249db56865f943cbe753aa96f40f \
-    --hash=sha256:65814c60f8cc400c63131584e3e1fad01235edba2614b61fbfbfa954082db0ee \
-    --hash=sha256:73510b83623e080a2c35c62c15298096e2a5dc8d51c3b4e1740211839d0dea77 \
-    --hash=sha256:7bbc6ccf49d05ac8f7d7b5e2e2c33830d4fe2061def88210a126d130d7f71a85 \
-    --hash=sha256:80406c3065e2c55d7f49a9550fe0c49b3f12e5bfff5dedb727e319e1afb9bf99 \
-    --hash=sha256:84d4cced91f0f159a7ddacad249cc077e63195c36aac40b4150e7a57e84fffe7 \
-    --hash=sha256:8a469028a86f12eb7d2fe97162d0634026d92a21f3ae0ac87ed1c4a447886c83 \
-    --hash=sha256:91bbcb08347344f810cbe49065914fe048949648f6bd5c2519f34619142bbe85 \
-    --hash=sha256:935ce7e3cfdb53e3536119a542b839bb94ec1ad081013e9ab9b7cfd478b05006 \
-    --hash=sha256:9694078c5d44c157ef3162e3bf3946510b857df5a3955458381d1c7cfc143ddb \
-    --hash=sha256:a1529d614f44b863a7b480c6d000fe93b59acee9c82ffa027cfadc77521a9f5e \
-    --hash=sha256:abad9dac36cbf55de6eb49badd4016806b3165d396f64925bf2999bcb67837ba \
-    --hash=sha256:b36a4695e29fe69215d75960b22577197aca3f7a25b9cf9d165dcfe9d80bc325 \
-    --hash=sha256:b7b412817be92117ec5ed95f880defe9cf18a832e8cafacf0a22337dc1981b4d \
-    --hash=sha256:c5b1ccd1239f48b7151a65bc6dd54bcfcc15e028c8ac126d3fada09db0e07ef1 \
-    --hash=sha256:cbd5fb06b62bd0721e1170273d3f4d5a277044c47ca27ee257025146c34cbdd1 \
-    --hash=sha256:cdf1a610ef82abb396451862739e3fc93b071c844399e15b90726ef7470eeaf2 \
-    --hash=sha256:cdfbe22376065ffcf8be74dc9a909f032df19bc58a699456a21712d6e5eabfd0 \
-    --hash=sha256:d02c738dacda7dc2a74d1b2b3177042009d5cab7c7079db74afc19e56ca1b455 \
-    --hash=sha256:d151173275e1728cf7839aaa80c34fe550c04ddb27b34f48c232193df8db5842 \
-    --hash=sha256:d23c8ca48e44ee015cd0a54aeccdf9f09004eba9fc96f38c911011d9ff1bd457 \
-    --hash=sha256:d3b99c535a9de0adced13d159c5a9cf65c325601aa30f4be08afd680643e9c15 \
-    --hash=sha256:d5f7520159cd9c2154eb61eb67548ca05c5774d39e9c2c4339fd793fe7d097b2 \
-    --hash=sha256:db0f493b9181c7820c8134437eb8b0b4792085d37dbb24da050476ccb664e59c \
-    --hash=sha256:e06acf3c99be55aa3b516397fe42f5855597f430add9c17fa46bf2e0fb34c9bb \
-    --hash=sha256:e4cfd68c5f3e0bfdad0d38e023239b96a2fe84146481852dffbcca442c245aa5 \
-    --hash=sha256:ea42cbe97209df307fdc3b155f1b6fa2577c0defa8f1f7d3be7d31d189108ad4 \
-    --hash=sha256:ebd6daf519b9f189f85c479427bbd6e9c9037862cf8fe89ee35503bd209ed902 \
-    --hash=sha256:f247c8c1a1fb45e12586afbb436ef21ff1e80670b2861a90353d9b025583d246 \
-    --hash=sha256:fbfd0e5f273877695cb93baf14b185f4878128b250cc9f8e617ea0c025dfb022 \
-    --hash=sha256:fc9ab8856ae6cf7c9358430e49b368f3108f050031442eaeb6b9d87e4dcf4e4f \
-    --hash=sha256:fcd8eac50d9138c1d7fc53a653ba60a2bee81a505f9f8850b6b2888555a45d0e \
-    --hash=sha256:fdd1736fed309b4300346f88f74cd120c27c56852c3838cab416e7a166f67298 \
-    --hash=sha256:ffca7aa1d00cf7d6469b988c581598f2259e46215e0140af408966a24cf086ce
+cryptography==47.0.0 \
+    --hash=sha256:0024b87d47ae2399165a6bfb20d24888881eeab83ae2566d62467c5ff0030ce7 \
+    --hash=sha256:07efe86201817e7d3c18781ca9770bc0db04e1e48c994be384e4602bc38f8f27 \
+    --hash=sha256:09f6d7bf6724f8db8b32f11eccf23efc8e759924bc5603800335cf8859a3ddbd \
+    --hash=sha256:11438c7518132d95f354fa01a4aa2f806d172a061a7bed18cf18cbdacdb204d7 \
+    --hash=sha256:11dbb9f50a0f1bb9757b3d8c27c1101780efb8f0bdecfb12439c22a74d64c001 \
+    --hash=sha256:14432c8a9bcb37009784f9594a62fae211a2ae9543e96c92b2a8e4c3cd5cd0c4 \
+    --hash=sha256:1581aef4219f7ca2849d0250edaa3866212fb74bf5667284f46aa92f9e65c1ca \
+    --hash=sha256:160ad728f128972d362e714054f6ba0067cab7fb350c5202a9ae8ae4ce3ef1a0 \
+    --hash=sha256:1a405c08857258c11016777e11c02bacbe7ef596faf259305d282272a3a05cbe \
+    --hash=sha256:1e47422b5557bb82d3fff997e8d92cff4e28b9789576984f08c248d2b3535d93 \
+    --hash=sha256:20fdbe3e38fb67c385d233c89371fa27f9909f6ebca1cecc20c13518dae65475 \
+    --hash=sha256:2207a498b03275d0051589e326b79d4cf59985c99031b05bb292ac52631c37fe \
+    --hash=sha256:256d07c78a04d6b276f5df935a9923275f53bd1522f214447fdf365494e2d515 \
+    --hash=sha256:2b45761c6ec22b7c726d6a829558777e32d0f1c8be7c3f3480f9c912d5ee8a10 \
+    --hash=sha256:2ebd84adf0728c039a3be2700289378e1c164afc6748df1a5ed456767bef9ba7 \
+    --hash=sha256:34b4358b925a5ea3e14384ca781a2c0ef7ac219b57bb9eacc4457078e2b19f92 \
+    --hash=sha256:3fb8fa48075fad7193f2e5496135c6a76ac4b2aa5a38433df0a539296b377829 \
+    --hash=sha256:4e1de79e047e25d6e9f8cea71c86b4a53aced64134f0f003bbcbf3655fd172c8 \
+    --hash=sha256:4f7722c97826770bab8ae92959a2e7b20a5e9e9bf4deae68fd86c3ca457bab52 \
+    --hash=sha256:51c9313e90bd1690ec5a75ed047c27c0b8e6c570029712943d6116ef9a90620b \
+    --hash=sha256:5d0e362ff51041b0c0d219cc7d6924d7b8996f57ce5712bdcef71eb3c65a59cc \
+    --hash=sha256:6651d32eff255423503aa276739da98c30f26c40cbeffcc6048e0d54ef704c0c \
+    --hash=sha256:6eebcaf0df1d21ce1f90605c9b432dd2c4f4ab665ac29a40d5e3fc68f51b5e63 \
+    --hash=sha256:6f29f36582e6151d9686235e586dd35bb67491f024767d10b842e520dc6a07ac \
+    --hash=sha256:7a02675e2fabd0c0fc04c868b8781863cbf1967691543c22f5470500ff840b31 \
+    --hash=sha256:7f1207974a904e005f762869996cf620e9bf79ecb4622f148550bb48e0eb35a7 \
+    --hash=sha256:7f68d6fbc7fbbcfb0939fea72c3b96a9f9a6edfc0e1b1d29778a2066030418b1 \
+    --hash=sha256:7fda2f02c9015db3f42bb8a22324a454516ed10a8c29ca6ece6cdbb5efe2a203 \
+    --hash=sha256:80887c5cbd1774683cb126f0ab4184567f080071d5acf62205acb354b4b753b7 \
+    --hash=sha256:835d2d7f47cdc53b3224e90810fb1d36ca94ea29cc1801fb4c1bc43876735769 \
+    --hash=sha256:8c1a736bbb3288005796c3f7ccb9453360d7fed483b13b9f468aea5171432923 \
+    --hash=sha256:9af828c0d5a65c70ec729cd7495a4bf1a67ecb66417b8f02ff125ab8a6326a74 \
+    --hash=sha256:9c59ab0e0fa3a180a5a9c59f3a5abe3ef90d474bc56d7fadfbe80359491b615b \
+    --hash=sha256:9f8e55fe4e63613a5e1cc5819030f27b97742d720203a087802ce4ce9ceb52bb \
+    --hash=sha256:9fe6b7c64926c765f9dff301f9c1b867febcda5768868ca084e18589113732ab \
+    --hash=sha256:a49a3eb5341b9503fa3000a9a0db033161db90d47285291f53c2a9d2cd1b7f76 \
+    --hash=sha256:a9b761f012a943b7de0e828843c5688d0de94a0578d44d6c85a1bae32f87791f \
+    --hash=sha256:b1c76fca783aa7698eb21eb14f9c4aa09452248ee54a627d125025a43f83e7a7 \
+    --hash=sha256:b9a8943e359b7615db1a3ba587994618e094ff3d6fa5a390c73d079ce18b3973 \
+    --hash=sha256:be12cb6a204f77ed968bcefe68086eb061695b540a3dd05edac507a3111b25f0 \
+    --hash=sha256:cffbba3392df0fa8629bb7f43454ee2925059ee158e23c54620b9063912b86c8 \
+    --hash=sha256:ed67ea4e0cfb5faa5bc7ecb6e2b8838f3807a03758eec239d6c21c8769355310 \
+    --hash=sha256:edd4da498015da5b9f26d38d3bfc2e90257bfa9cbed1f6767c282a0025ae649b \
+    --hash=sha256:ef6b3634087f18d2155b1e8ce264e5345a753da2c5fa9815e7d41315c90f8318 \
+    --hash=sha256:f1557695e5c2b86e204f6ce9470497848634100787935ab7adc5397c54abd7ab \
+    --hash=sha256:f5c15764f261394b22aef6b00252f5195f46f2ca300bec57149474e2538b31f8 \
+    --hash=sha256:f5c3296dab66202f1b18a91fa266be93d6aa0c2806ea3d67762c69f60adc71aa \
+    --hash=sha256:f7db373287273d8af1414cf95dc4118b13ffdc62be521997b0f2b270771fef50 \
+    --hash=sha256:f9a034b642b960767fb343766ae5ba6ad653f2e890ddd82955aef288ffea8736
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -509,61 +514,66 @@ dnspython==2.8.0 \
     # via
     #   cloud-sql-python-connector
     #   pymongo
-docstring-parser==0.17.0 \
-    --hash=sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912 \
-    --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
+docstring-parser==0.18.0 \
+    --hash=sha256:292510982205c12b1248696f44959db3cdd1740237a968ea1e2e7a900eeb2015 \
+    --hash=sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b
     # via google-cloud-aiplatform
-envoy-data-plane==0.2.6 \
-    --hash=sha256:6341768b9cf5d6268baced4d2e8b3429f98664fbbe8958dae69ee25316ae869a \
-    --hash=sha256:d1541c8cd00677886a2f93696edf9e3589cd4ac680defc66b3013ffb082f274c
+envoy-data-plane==1.0.3 \
+    --hash=sha256:2eabfe0a98e3cf509c13c80798b93d94992a5ba436a4cdd3b5f805f50f40558f \
+    --hash=sha256:5244abb443435e312dbc42657606795071e4c4adeb3aa5779a689facb1a8e77f
     # via apache-beam
-fastavro==1.12.1 \
-    --hash=sha256:00650ca533907361edda22e6ffe8cf87ab2091c5d8aee5c8000b0f2dcdda7ed3 \
-    --hash=sha256:02281432dcb11c78b3280da996eff61ee0eff39c5de06c6e0fbf19275093e6d4 \
-    --hash=sha256:0714b285160fcd515eb0455540f40dd6dac93bdeacdb03f24e8eac3d8aa51f8d \
-    --hash=sha256:089e155c0c76e0d418d7e79144ce000524dd345eab3bc1e9c5ae69d500f71b14 \
-    --hash=sha256:120aaf82ac19d60a1016afe410935fe94728752d9c2d684e267e5b7f0e70f6d9 \
-    --hash=sha256:123fb221df3164abd93f2d042c82f538a1d5a43ce41375f12c91ce1355a9141e \
-    --hash=sha256:1f55eef18c41d4476bd32a82ed5dd86aabc3f614e1b66bdb09ffa291612e1670 \
-    --hash=sha256:1f81011d54dd47b12437b51dd93a70a9aa17b61307abf26542fc3c13efbc6c51 \
-    --hash=sha256:2de72d786eb38be6b16d556b27232b1bf1b2797ea09599507938cdb7a9fe3e7c \
-    --hash=sha256:2f285be49e45bc047ab2f6bed040bb349da85db3f3c87880e4b92595ea093b2b \
-    --hash=sha256:3100ad643e7fa658469a2a2db229981c1a000ff16b8037c0b58ce3ec4d2107e8 \
-    --hash=sha256:3616e2f0e1c9265e92954fa099db79c6e7817356d3ff34f4bcc92699ae99697c \
-    --hash=sha256:3b1921ac35f3d89090a5816b626cf46e67dbecf3f054131f84d56b4e70496f45 \
-    --hash=sha256:4128978b930aaf930332db4b3acc290783183f3be06a241ae4a482f3ed8ce892 \
-    --hash=sha256:43ded16b3f4a9f1a42f5970c2aa618acb23ea59c4fcaa06680bdf470b255e5a8 \
-    --hash=sha256:44cbff7518901c91a82aab476fcab13d102e4999499df219d481b9e15f61af34 \
-    --hash=sha256:469fecb25cba07f2e1bfa4c8d008477cd6b5b34a59d48715e1b1a73f6160097d \
-    --hash=sha256:509818cb24b98a804fc80be9c5fed90f660310ae3d59382fc811bfa187122167 \
-    --hash=sha256:5217f773492bac43dae15ff2931432bce2d7a80be7039685a78d3fab7df910bd \
-    --hash=sha256:546ffffda6610fca672f0ed41149808e106d8272bb246aa7539fa8bb6f117f17 \
-    --hash=sha256:5aa777b8ee595b50aa084104cd70670bf25a7bbb9fd8bb5d07524b0785ee1699 \
-    --hash=sha256:632a4e3ff223f834ddb746baae0cc7cee1068eb12c32e4d982c2fee8a5b483d0 \
-    --hash=sha256:64961ab15b74b7c168717bbece5660e0f3d457837c3cc9d9145181d011199fa7 \
-    --hash=sha256:6b632b713bc5d03928a87d811fa4a11d5f25cd43e79c161e291c7d3f7aa740fd \
-    --hash=sha256:780476c23175d2ae457c52f45b9ffa9d504593499a36cd3c1929662bf5b7b14b \
-    --hash=sha256:78df838351e4dff9edd10a1c41d1324131ffecbadefb9c297d612ef5363c049a \
-    --hash=sha256:792356d320f6e757e89f7ac9c22f481e546c886454a6709247f43c0dd7058004 \
-    --hash=sha256:81563e1f93570e6565487cdb01ba241a36a00e58cff9c5a0614af819d1155d8f \
-    --hash=sha256:83e6caf4e7a8717d932a3b1ff31595ad169289bbe1128a216be070d3a8391671 \
-    --hash=sha256:9090f0dee63fe022ee9cc5147483366cc4171c821644c22da020d6b48f576b4f \
-    --hash=sha256:9445da127751ba65975d8e4bdabf36bfcfdad70fc35b2d988e3950cce0ec0e7c \
-    --hash=sha256:a275e48df0b1701bb764b18a8a21900b24cf882263cb03d35ecdba636bbc830b \
-    --hash=sha256:a38607444281619eda3a9c1be9f5397634012d1b237142eee1540e810b30ac8b \
-    --hash=sha256:a7d840ccd9aacada3ddc80fbcc4ea079b658107fe62e9d289a0de9d54e95d366 \
-    --hash=sha256:a8bc2dcec5843d499f2489bfe0747999108f78c5b29295d877379f1972a3d41a \
-    --hash=sha256:ac76d6d95f909c72ee70d314b460b7e711d928845771531d823eb96a10952d26 \
-    --hash=sha256:b6a3462934b20a74f9ece1daa49c2e4e749bd9a35fa2657b53bf62898fba80f5 \
-    --hash=sha256:b81fc04e85dfccf7c028e0580c606e33aa8472370b767ef058aae2c674a90746 \
-    --hash=sha256:b91a0fe5a173679a6c02d53ca22dcaad0a2c726b74507e0c1c2e71a7c3f79ef9 \
-    --hash=sha256:bec207360f76f0b3de540758a297193c5390e8e081c43c3317f610b1414d8c8f \
-    --hash=sha256:c0390bfe4a9f8056a75ac6785fbbff8f5e317f5356481d2e29ec980877d2314b \
-    --hash=sha256:c3d67c47f177e486640404a56f2f50b165fe892cc343ac3a34673b80cc7f1dd6 \
-    --hash=sha256:cb0337b42fd3c047fcf0e9b7597bd6ad25868de719f29da81eabb6343f08d399 \
-    --hash=sha256:d71c8aa841ef65cfab709a22bb887955f42934bced3ddb571e98fdbdade4c609 \
-    --hash=sha256:eaa7ab3769beadcebb60f0539054c7755f63bd9cf7666e2c15e615ab605f89a8 \
-    --hash=sha256:ed924233272719b5d5a6a0b4d80ef3345fc7e84fc7a382b6232192a9112d38a6
+fastavro==1.12.2 \
+    --hash=sha256:030f17eb4c7978538a31b55dea451ceace851a88dc9816b1923f8fb8a260db4c \
+    --hash=sha256:03614131093a32c90c8fd95ff356c316752b8850cb8a770bc96cef17a003e2fc \
+    --hash=sha256:044fafca0853e9ae14009de7763ac9e8e8f8b96f8a4e90bd58b695443266a370 \
+    --hash=sha256:06b6971d3dae10cb34353b857d16ad21ebd6f0ea394e86c96abdcad109005d6e \
+    --hash=sha256:070c6134604bd7b6fd44409406ac50445339682b2e872885db2e859f92d22e93 \
+    --hash=sha256:0e331896e8efffc72fa03e63b87ebfc37960113127da8e0f5152d91664ffed68 \
+    --hash=sha256:1924349c74666c89417bd5cc2749f598e2f15f1d56ee81428b2317ab02c88aae \
+    --hash=sha256:2328ec07925c04c89719e3971c9068a165c7fd474ea87675b1204de0440e71ff \
+    --hash=sha256:25ef6855935f67582740ffa6bb978e40ec51be876117a3555c36fa2488dcdf25 \
+    --hash=sha256:283dcd3129b632021894425974bedd0eb6db3bbf5994e448ccad10db4d803d31 \
+    --hash=sha256:2b73d50978d5e57416fa68461f9f3c8f39ea39e761cb1e12f919745adefe26a7 \
+    --hash=sha256:2d125e210d5a0a1f701f12c0ecad9a03f1b04b5eddbce6ca36a1fc217da977ef \
+    --hash=sha256:2d4d66afad78e8f47feaa307728a6b71fe3effc63ba2b9eeb109ee687c9bd397 \
+    --hash=sha256:3888ef7a51adc77cdf07251bc762566a1be36211e1cff689f13980f3776a2f36 \
+    --hash=sha256:3a007f95cc682f56e6d83f1d17c29c00bf719d6fe8e003282b535af3a1ba09c0 \
+    --hash=sha256:3c79502d56cf6b76210032e1c53494ddfbc73c140bccf2ef4092b3f0825323ab \
+    --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
+    --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
+    --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
+    --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
+    --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
+    --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
+    --hash=sha256:731aefe6c4bf2bafa0798ef83927676d06e44d1d18202cfb56d63b40422ab900 \
+    --hash=sha256:742d93f2ca835e4fa83a3ae9ed2bce8b28029ed62ac730f339a37685c23075cd \
+    --hash=sha256:74412132bbfb153cbf704517f2c89f7d3e170feb681b13bceace690f66f8d5fa \
+    --hash=sha256:7caeecf519eff50f007ca4bee16b6e0a8252e5fe682c94432192a20867239888 \
+    --hash=sha256:7ccd15966b8218d41b06ec3e7c2556be89a8a693026c771e6564d2e40bbaf8ea \
+    --hash=sha256:7f01ebaada59d74fdf6d28e5031a961a413b3752e9edb0c03866fa18480cf4c8 \
+    --hash=sha256:81e8da77d201916f6771fc357fda8267c2a256d7aa11923d43bc5f2fc155878b \
+    --hash=sha256:81f6108f3ac292fb6cd05758c9e531389d8fc5e94e8c949b9298f4fb0a239662 \
+    --hash=sha256:84a4f76a0aece0aa72b5ed8162ba2ff8c78908b8361b5a5d92ddd161977ccb74 \
+    --hash=sha256:8d37c87826ae7195cfbd20fcd448801f2f563bb38f2691ec6574e39cb9eca6c8 \
+    --hash=sha256:98dfcdfaf1498ae2f0e2fafe900a82e8320cc81d8ae5a95b8b8879eaa3298c39 \
+    --hash=sha256:a475418f71c5aed69899813ecccf392429c08c3a63df3030129db71760b0db8f \
+    --hash=sha256:ae60df21cc7059e2f3b1928ad2c0b75c6b26f9ada79d992f87b6fc3f50d3877e \
+    --hash=sha256:afede7324822800e4f90e96b9514188a237a60f35e8e7a10b2129c10c78f6e4d \
+    --hash=sha256:b5539711dfa1ec8f3eca57482b93a48a165af4a99e9d5f41e3af3fb913aadf92 \
+    --hash=sha256:bc44ba6289fb1f5ee318335958dde6ad6d742dcb4bb8930de843e9024c64b68c \
+    --hash=sha256:bfac2dada8ddc002e8b7d8289d6fad4f070bc1fec20371cec684a7d10d932e96 \
+    --hash=sha256:c01b0f0ce030a7b89263c0236ca77923eae352c5f35ecf214b04d3aaea8eb2c3 \
+    --hash=sha256:c57a9920400166398695d92580eca21fd7a79f3c67d691ac7e20a7d1b5300735 \
+    --hash=sha256:c7c6d26c731a0e1e8e7d4ae8f13ae524eb6ec0e90d99c8147a19fdbae14eb807 \
+    --hash=sha256:d48cd7094598a7e9d4297e8bf4bbe0dc9dc2ba4367d83dbb603e3b3c6aa35566 \
+    --hash=sha256:daec9f9655a1d4636613c47d6d3343f6e039150d66cdce62543e20ca36612a8a \
+    --hash=sha256:e235dfdabb51993bcd4a8f45c3a54f21a782f7f92b3def0648b0ace45a1b1ac7 \
+    --hash=sha256:e367a84c9133018e0a3bc822abe78d7f1f9a6092991a0ec409468cf4ef260282 \
+    --hash=sha256:ecd1b23ea7f9af09c865ac8503d07afd7e6bf782d76bb83cbbdba15b7a0db807 \
+    --hash=sha256:eec44256856fd59d29d1f1d0950ace18a58e4228e7d49de5d5e1b1875b227dde \
+    --hash=sha256:f089f24225a28ddafa5cfad7c41cfa84db1a55f2d473370769a95c0e3bac60c9 \
+    --hash=sha256:f604ba83498e209fff4c7ecc5063a39421dc538dace694bc592f9f338254f3dc
     # via apache-beam
 fasteners==0.20 \
     --hash=sha256:55dce8792a41b56f727ba6e123fcaee77fd87e638a6863cec00007bfea84c8d8 \
@@ -705,9 +715,9 @@ frozenlist==1.8.0 \
     # via
     #   aiohttp
     #   aiosignal
-google-api-core[grpc]==2.30.2 \
-    --hash=sha256:9a8113e1a88bdc09a7ff629707f2214d98d61c7f6ceb0ea38c42a095d02dc0f9 \
-    --hash=sha256:a4c226766d6af2580577db1f1a51bf53cd262f722b49731ce7414c43068a9594
+google-api-core[grpc]==2.30.3 \
+    --hash=sha256:a85761ba72c444dad5d611c2220633480b2b6be2521eca69cca2dbb3ffd6bfe8 \
+    --hash=sha256:e601a37f148585319b26db36e219df68c5d07b6382cff2d580e83404e44d641b
     # via
     #   apache-beam
     #   google-cloud-aiplatform
@@ -733,9 +743,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.49.1 \
-    --hash=sha256:16d40da1c3c5a0533f57d268fe72e0ebb0ae1cc3b567024122651c045d879b64 \
-    --hash=sha256:195ebe3dca18eddd1b3db5edc5189b76c13e96f29e73043b923ebcf3f1a860f7
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -765,9 +775,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.145.0 \
-    --hash=sha256:4d1c31797a8bd8f3342ed5f186dd30d1f6bca73ddbee2bde452777100d2ddc11 \
-    --hash=sha256:7894c4f3d2684bdb60e9a122004c01678e3b585174a27298ae7a3ed1e5eaf3bd
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -775,23 +785,23 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via
     #   -r python/default_base_bqmonitor_requirements.txt
     #   apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -803,13 +813,13 @@ google-cloud-datastore==2.24.0 \
     --hash=sha256:81f1d1c12c2906f59507f72742545ab04c38f62ed70b0542057e3cf04a53aa65 \
     --hash=sha256:f087c02a6aa4ac68bbf17f0c048ae3ee355856bf09c51439bfba193741387792
     # via apache-beam
-google-cloud-dlp==3.35.0 \
-    --hash=sha256:098031afab08a5fbbb389b32b06303293b69ae9dfb4ca06e564f347554bec7a0 \
-    --hash=sha256:bd6a1b30f263cb170480a60bdedd0424bcc99e2039a228d9c89bb13b32c042cc
+google-cloud-dlp==3.36.0 \
+    --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
+    --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -819,9 +829,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.36.0 \
-    --hash=sha256:96e057e5f83433ce428852095d652c2f7fc193f0f77db1f27cc39186fe69c1f4 \
-    --hash=sha256:d6726ccf9373924e0746338dadf8244b9aa1a97a24130b59a2106c926ea37598
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -831,13 +841,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.64.0 \
-    --hash=sha256:02c26601eaaef6abba78efe5c55187b16550aeab0671ed0a65ab2d78bf7c019e \
-    --hash=sha256:9dd8b268c511def6bef118f9d8d9cbea98509727d13388a8365d5b72e13acf7c
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -849,9 +859,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -891,19 +901,19 @@ google-crc32c==1.8.0 \
     #   google-cloud-bigtable
     #   google-cloud-storage
     #   google-resumable-media
-google-genai==1.70.0 \
-    --hash=sha256:36b67b0fc6f319e08d1f1efd808b790107b1809c8743a05d55dfcf9d9fad7719 \
-    --hash=sha256:b74c24549d8b4208f4c736fd11857374788e1ffffc725de45d706e35c97fceee
+google-genai==1.75.0 \
+    --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
+    --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -989,6 +999,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1004,12 +1015,76 @@ grpcio==1.80.0 \
     #   grpc-google-iam-v1
     #   grpc-interceptor
     #   grpcio-status
+    #   grpcio-tools
 grpcio-status==1.80.0 \
     --hash=sha256:4b56990363af50dbf2c2ebb80f1967185c07d87aa25aa2bea45ddb75fc181dbe \
     --hash=sha256:df73802a4c89a3ea88aa2aff971e886fccce162bc2e6511408b3d67a144381cd
     # via
     #   google-api-core
     #   google-cloud-pubsub
+grpcio-tools==1.80.0 \
+    --hash=sha256:017945c3e98a4ed1c4e21399781b4137fc08dfc1f802c8ace2e64ef52d32b142 \
+    --hash=sha256:12f950470449dbeec78317dbc090add7a00eb6ca812af7b0538ab7441e0a42c3 \
+    --hash=sha256:13f60f8d9397c514c6745a967d22b5c8c698347e88deebca1ff2e1b94555e450 \
+    --hash=sha256:1816e8e512402ed0b3fe4a336aaff14f9cb42455aa88fa86f754d53973668bd6 \
+    --hash=sha256:1872a867eb6217de19edb70a4ce4a374ced9d94293533dfd42fa649713f55bf4 \
+    --hash=sha256:18c51e07652ac7386fcdbd11866f8d55a795de073337c12447b5805575339f74 \
+    --hash=sha256:1ba1ffbf2cff71533615e2c5a138ed5569611eec9ae7f9c67b8898e127b54ac0 \
+    --hash=sha256:1c43e5c768578fe0c6de3dbfaabe64af642951e1aa05c487cacedda63fa6c6c4 \
+    --hash=sha256:25742de5958ae4325249a37e724e7c0e5120f8e302a24a977ebd1737b48a5e97 \
+    --hash=sha256:258bc30654a9a2236be4ca8e2ad443e2ac6db7c8cc20454d34cce60265922726 \
+    --hash=sha256:26052b19c6ce0dcf52d1024496aea3e2bdfa864159f06dc7b97b22d041a94b26 \
+    --hash=sha256:31fd01a4038b5dfc4ec79504a17061344f670f851833411717fef66920f13cd7 \
+    --hash=sha256:3399b5fd7b59bcffd59c6b9975a969d9f37a3c87f3e3d63c3a09c147907acb0d \
+    --hash=sha256:3954b5d07ac19d752ee70c7d63ee0ba0f9a840c33e042decf355f04b1ff41d93 \
+    --hash=sha256:3db830eaff1f2c2797328f2fa86c9dcdbd7d81af573a68db81e27afa2182a611 \
+    --hash=sha256:3e8dcfebe34cb54df095de3d5871a4562a85a29f26d0f8bb41ee2c3dcfb11c3c \
+    --hash=sha256:4534022e4d5dd3d7d2183ff5846bf950cbaf889af0ea5290f94212001f7cad84 \
+    --hash=sha256:4c615f3b5c6f7e8e0b06f60e3fa9cebf88372296255268db9e9a23e72bb698bf \
+    --hash=sha256:51caf99c28999e7e0f97e9cea190c1405b7681a57bb2e0631205accd92b43fa4 \
+    --hash=sha256:526b4402d47a0e9b31cd6087e42b7674784617916cc73c764e0bc35ed41b4ee5 \
+    --hash=sha256:57da9e19607fac4a01c48ead333c0dd15d91ed38794dce1194eda308f73e2038 \
+    --hash=sha256:5de4eb2d08bddeee28265c10369934b2d23b8c4acc39d419ee6a58afe34d754f \
+    --hash=sha256:623ee31fc2ff7df9a987b4f3d139c30af17ce46a861ae0e25fb8c112daa32dd8 \
+    --hash=sha256:6451b3f4eb52d12c7f32d04bf8e0185f80521f3f088ad04b8d222b3a4819c71e \
+    --hash=sha256:6a35a73042dc4bbcdd7aafc141ee9966c8ae97bf4b9f0f49e10e3e1aa54139ac \
+    --hash=sha256:6c129da370c5f85f569be2e545317dda786a60dd51d7deea29b03b0c05f6aac3 \
+    --hash=sha256:6c6ce08167fd77fa057dc44fea8501c66d108eeef536073dba55c8fd3684c7a9 \
+    --hash=sha256:727477b9afa4b53f5ec70cafb41c3965d893835e0d4ea9b542fe3d0d005602bf \
+    --hash=sha256:75f00450e08fe648ad8a1eeb25bc52219679d54cdd02f04dfdddc747309d83f6 \
+    --hash=sha256:7843b9ac6ff8ca508424d0dd968bd9a1a4559967e4a290f26be5bd6f04af2234 \
+    --hash=sha256:797c08460cae16b402326eac329aec720dccf45c9f9279b95a352792eb53cf0f \
+    --hash=sha256:7982b5fe42f012686b667dda12916884de95c4b1c65ff64371fb7232a1474b23 \
+    --hash=sha256:7a0106af212748823a6ebd8ffbd9043414216f47cae3835f3187de0a62c415d3 \
+    --hash=sha256:85fe8d15f146c62cb76f38d963e256392d287442b9232717d30ae9e3bbda9bc3 \
+    --hash=sha256:865a2b8e6334c838976ab02a322cbd55c863d2eaf3c1e1a0255883c63996772a \
+    --hash=sha256:88d77bad5dd3cd5e6f952c4ecdd0ee33e0c02ecfc2e4b0cbee3391ac19e0a431 \
+    --hash=sha256:90968f751851abb8b145593609800fa70c837e1c93ba0792c480b1c8d8bc29ef \
+    --hash=sha256:95f0fffb5ca00519f3b602f938169b4dfa04b165e03258323965a9dfe8cc4d80 \
+    --hash=sha256:970ec058fa469dd6dae6ebc687501c5da670d95dead75f62f5b0933dce2c9794 \
+    --hash=sha256:9a765334d3080d147ecf7b8ab04900e56108f6457dde0a3ba7f68c270f9d6efc \
+    --hash=sha256:9c6abc08d3485b2aac99bb58afcd31dc6cd4316ce36cf263ff09cb6df15f287f \
+    --hash=sha256:a225348456575f3ac7851d8e23163195e76d2a905ee340cf73f33da62fba08aa \
+    --hash=sha256:a33e265d4db803495007a6c623eafb0f6b9bb123ff4a0af89e44567dad809b88 \
+    --hash=sha256:a447f28958a8fe84ff0d9d3d9473868feb27ee4a9c9c805e66f5b670121cec59 \
+    --hash=sha256:a9396f02820d3f51c368c2c9dee15c55c77636c91be48a4d5c702e98d6fe0fdc \
+    --hash=sha256:ac6fdd42d5bb18f0d903a067e2825be172deff70cf197164b6f65676cb506c9b \
+    --hash=sha256:b46570a68378539ee2b75a5a43202561f8d753c832798b1047099e3c551cf5d6 \
+    --hash=sha256:b69dc5d6376ab43406304d1e2fc61ccf960b287d4325d77c3d45448c37a9d2da \
+    --hash=sha256:bbf8eeef78fda1966f732f79c1c802fadd5cfd203d845d2af4d314d18569069c \
+    --hash=sha256:c18def9c38d36767946932d2cc7baf39dcae5fea5a02843ea34399871f981a09 \
+    --hash=sha256:cdaa1c9aa8d3a87891a96700cadd29beec214711d6522818d207277f6452567c \
+    --hash=sha256:d19d5a8244311947b96f749c417b32d144641c6953f1164824579e1f0a51d040 \
+    --hash=sha256:d3f9a376a29c9adf62bb56f7ff5bc81eb4abeaf53d1e7dde5015564832901a51 \
+    --hash=sha256:db122ba5ee357e3bb14e8944d69bbebcbdae91d5eace29ed4df3edc53cbc6528 \
+    --hash=sha256:ddefd48c227e6f4d640fe576fac5fb2c4a8898196f513604c8ec7671b3b3d421 \
+    --hash=sha256:e3b6d09f87eb87a8cab58f7e99cae3551467f51b2bcbab17a2fe931e94e7efef \
+    --hash=sha256:e7046837859bbfd10b01786056145480155c16b222c9e209215b68d3be13060e \
+    --hash=sha256:ee101ecda7231770f6a5da1024a9a6ed587a7785f8fe23ab8283f4a1acb3ffe6 \
+    --hash=sha256:f760ac1722f33e774814c37b6aa0444143f612e85088ead7447a0e9cd306a1f1 \
+    --hash=sha256:fb599a3dc89ed1bb24489a2724b2f6dd4cddbbf0f7bdd69c073477bab0dc7554 \
+    --hash=sha256:fc622ed4ca400695f41c9eae3266276c6ba007e4c28164ce53b44e7ccc5e492b
+    # via envoy-data-plane
 grpclib==0.4.9 \
     --hash=sha256:7762ec1c8ed94dfad597475152dd35cbd11aecaaca2f243e29702435ca24cf0e \
     --hash=sha256:cc589c330fa81004c6400a52a566407574498cb5b055fa927013361e21466c46
@@ -1046,9 +1121,9 @@ hyperframe==6.1.0 \
     --hash=sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5 \
     --hash=sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08
     # via h2
-idna==3.11 \
-    --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea \
-    --hash=sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1199,9 +1274,9 @@ mmh3==5.2.1 \
     --hash=sha256:fceef7fe67c81e1585198215e42ad3fdba3a25644beda8fbdaf85f4d7b93175a \
     --hash=sha256:fd96476f04db5ceba1cfa0f21228f67c1f7402296f0e73fee3513aa680ad237b
     # via google-cloud-spanner
-more-itertools==11.0.1 \
-    --hash=sha256:eaf287826069452a8f61026c597eae2428b2d1ba2859083abbf240b46842ce6d \
-    --hash=sha256:fefaf25b7ab08f0b45fa9f1892cae93b9fc0089ef034d39213bce15f1cc9e199
+more-itertools==11.0.2 \
+    --hash=sha256:392a9e1e362cbc106a2457d37cabf9b36e5e12efd4ebff1654630e76597df804 \
+    --hash=sha256:6e35b35f818b01f691643c6c611bc0902f2e92b46c18fffa77ae1e7c46e912e4
     # via
     #   jaraco-classes
     #   jaraco-functools
@@ -1438,111 +1513,111 @@ objsize==0.7.1 \
     --hash=sha256:634a0c134c4b1ff2c340fe29caf58bc0a16cb2ff7c556df609d04f026fdf4eca \
     --hash=sha256:91e68d2a3031efb61b0e8cb7f995ddaeb65fe5ace9e737785e029f0932c2e619
     # via apache-beam
-opentelemetry-api==1.40.0 \
-    --hash=sha256:159be641c0b04d11e9ecd576906462773eb97ae1b657730f0ecf64d32071569f \
-    --hash=sha256:82dd69331ae74b06f6a874704be0cfaa49a1650e1537d4a813b86ecef7d0ecf9
+opentelemetry-api==1.41.1 \
+    --hash=sha256:0ad1814d73b875f84494387dae86ce0b12c68556331ce6ce8fe789197c949621 \
+    --hash=sha256:a22df900e75c76dc08440710e51f52f1aa6b451b429298896023e60db5b3139f
     # via
     #   google-cloud-pubsub
     #   google-cloud-spanner
     #   opentelemetry-resourcedetector-gcp
     #   opentelemetry-sdk
     #   opentelemetry-semantic-conventions
-opentelemetry-resourcedetector-gcp==1.11.0a0 \
-    --hash=sha256:5d65a2a039b1d40c6f41421dbb08d5f441368275ac6de6e76a8fccd1f6acb67e \
-    --hash=sha256:915a1d6fd15daca9eedd3fc52b0f705375054f2ef140e2e7a6b4cca95a47cdb1
+opentelemetry-resourcedetector-gcp==1.12.0a0 \
+    --hash=sha256:d5e3f78283a272eb92547e00bbeff45b7332a34ae791a70ab4eba81af9bc3baf \
+    --hash=sha256:e803688d14e2969fe816077be81f7b034368314d485863f12ce49daba7c81919
     # via google-cloud-spanner
-opentelemetry-sdk==1.40.0 \
-    --hash=sha256:18e9f5ec20d859d268c7cb3c5198c8d105d073714db3de50b593b8c1345a48f2 \
-    --hash=sha256:787d2154a71f4b3d81f20524a8ce061b7db667d24e46753f32a7bc48f1c1f3f1
+opentelemetry-sdk==1.41.1 \
+    --hash=sha256:724b615e1215b5aeacda0abb8a6a8922c9a1853068948bd0bd225a56d0c792e6 \
+    --hash=sha256:edee379c126c1bce952b0c812b48fe8ff35b30df0eecf17e98afa4d598b7d85d
     # via
     #   google-cloud-pubsub
     #   google-cloud-spanner
     #   opentelemetry-resourcedetector-gcp
-opentelemetry-semantic-conventions==0.61b0 \
-    --hash=sha256:072f65473c5d7c6dc0355b27d6c9d1a679d63b6d4b4b16a9773062cb7e31192a \
-    --hash=sha256:fa530a96be229795f8cef353739b618148b0fe2b4b3f005e60e262926c4d38e2
+opentelemetry-semantic-conventions==0.62b1 \
+    --hash=sha256:c5cc6e04a7f8c7cdd30be2ed81499fa4e75bfbd52c9cb70d40af1f9cd3619802 \
+    --hash=sha256:cf506938103d331fbb78eded0d9788095f7fd59016f2bda813c3324e5a74a93c
     # via
     #   google-cloud-spanner
     #   opentelemetry-sdk
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
-packaging==26.0 \
-    --hash=sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
+    --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
     # via
     #   apache-beam
     #   google-cloud-aiplatform
@@ -1648,135 +1723,134 @@ pluggy==1.6.0 \
     --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
     # via keyrings-google-artifactregistry-auth
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
-    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
-    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
-    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
-    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
-    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
-    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
-    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
-    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
-    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
-    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
-    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
-    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
-    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
-    --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \
-    --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \
-    --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \
-    --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \
-    --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \
-    --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \
-    --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \
-    --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \
-    --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \
-    --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \
-    --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \
-    --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \
-    --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \
-    --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \
-    --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \
-    --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \
-    --hash=sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a \
-    --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \
-    --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \
-    --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \
-    --hash=sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726 \
-    --hash=sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49 \
-    --hash=sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44 \
-    --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \
-    --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \
-    --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153 \
-    --hash=sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc \
-    --hash=sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5 \
-    --hash=sha256:5fd37c406dd6dc85aa743e214cef35dc54bbdd1419baac4f6ae5e5b1a2976938 \
-    --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \
-    --hash=sha256:66c1f011f45a3b33d7bcb22daed4b29c0c9e2224758b6be00686731e1b46f925 \
-    --hash=sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8 \
-    --hash=sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c \
-    --hash=sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85 \
-    --hash=sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e \
-    --hash=sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0 \
-    --hash=sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1 \
-    --hash=sha256:71b749281b816793678ae7f3d0d84bd36e694953822eaad408d682efc5ca18e0 \
-    --hash=sha256:74c1fb26515153e482e00177a1ad654721bf9207da8a494a0c05e797ad27b992 \
-    --hash=sha256:7c2d1fa3201efaf55d730400d945b5b3ab6e672e100ba0f9a409d950ab25d7db \
-    --hash=sha256:824e908bce90fb2743bd6b59db36eb4f45cd350a39637c9f73b1c1ea66f5b75f \
-    --hash=sha256:8326e144341460402713f91df60ade3c999d601e7eb5ff8f6f7862d54de0610d \
-    --hash=sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1 \
-    --hash=sha256:89eb3fa9524f7bec9de6e83cf3faed9d79bffa560672c118a96a171a6f55831e \
-    --hash=sha256:8c9b3cbe4584636d72ff556d9036e0c9317fa27b3ac1f0f558e7e84d1c9c5900 \
-    --hash=sha256:8e57061305815dfc910a3634dcf584f08168a8836e6999983569f51a8544cd89 \
-    --hash=sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a \
-    --hash=sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b \
-    --hash=sha256:948dab269721ae9a87fd16c514a0a2c2a1bdb23a9a61b969b0f9d9ee2968546f \
-    --hash=sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f \
-    --hash=sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1 \
-    --hash=sha256:99d43339c83aaf4d32bda60928231848eee470c6bda8d02599cc4cebe872d183 \
-    --hash=sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66 \
-    --hash=sha256:9a52009f2adffe195d0b605c25ec929d26b36ef986ba85244891dee3b294df21 \
-    --hash=sha256:9d2b6caef873b4f09e26ea7e33d65f42b944837563a47a94719cc3544319a0db \
-    --hash=sha256:9f302f4783709a78240ebc311b793f123328716a60911d667e0c036bc5dcbded \
-    --hash=sha256:a0ee98db9c5f80785b266eb805016e36058ac72c51a064040f2bc43b61101cdb \
-    --hash=sha256:a129e76735bc792794d5177069691c3217898b9f5cee2b2661471e52ffe13f19 \
-    --hash=sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0 \
-    --hash=sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165 \
-    --hash=sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778 \
-    --hash=sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455 \
-    --hash=sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f \
-    --hash=sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b \
-    --hash=sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237 \
-    --hash=sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81 \
-    --hash=sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859 \
-    --hash=sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c \
-    --hash=sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835 \
-    --hash=sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393 \
-    --hash=sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5 \
-    --hash=sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641 \
-    --hash=sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144 \
-    --hash=sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74 \
-    --hash=sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db \
-    --hash=sha256:cbc3b6dfc728105b2a57c06791eb07a94229202ea75c59db644d7d496b698cac \
-    --hash=sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403 \
-    --hash=sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9 \
-    --hash=sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f \
-    --hash=sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311 \
-    --hash=sha256:d82ad62b19645419fe79dd63b3f9253e15b30e955c0170e5cebc350c1844e581 \
-    --hash=sha256:d8f353eb14ee3441ee844ade4277d560cdd68288838673273b978e3d6d2c8f36 \
-    --hash=sha256:daede9cd44e0f8bdd9e6cc9a607fc81feb80fae7a5fc6cecaff0e0bb32e42d00 \
-    --hash=sha256:db65d2af507bbfbdcedb254a11149f894169d90488dd3e7190f7cdcb2d6cd57a \
-    --hash=sha256:dee69d7015dc235f526fe80a9c90d65eb0039103fe565776250881731f06349f \
-    --hash=sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2 \
-    --hash=sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7 \
-    --hash=sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239 \
-    --hash=sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757 \
-    --hash=sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72 \
-    --hash=sha256:ecef2343af4cc68e05131e45024ba34f6095821988a9d0a02aa7c73fcc448aa9 \
-    --hash=sha256:ed5a841e8bb29a55fb8159ed526b26adc5bdd7e8bd7bf793ce647cb08656cdf4 \
-    --hash=sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24 \
-    --hash=sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207 \
-    --hash=sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e \
-    --hash=sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1 \
-    --hash=sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d \
-    --hash=sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37 \
-    --hash=sha256:f93243fdc5657247533273ac4f86ae106cc6445a0efacb9a1bfe982fcfefd90c \
-    --hash=sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e \
-    --hash=sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570 \
-    --hash=sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af \
-    --hash=sha256:fd138803047fb4c062b1c1dd95462f5209456bfab55c734458f15d11da288f8f \
-    --hash=sha256:fd2dbc472da1f772a4dae4fa24be938a6c544671a912e30529984dd80400cd88 \
-    --hash=sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48 \
-    --hash=sha256:fe49d0a85038f36ba9e3ffafa1103e61170b28e95b16622e11be0a0ea07c6781
+propcache==0.5.2 \
+    --hash=sha256:01c4fc7480cd0598bb4b57022df55b9ca296da7fc5a8760bd8451a7e63a7d427 \
+    --hash=sha256:04dc2390d9edbbaef7461f33322555976ffddf0b650a038649d026358714e6c5 \
+    --hash=sha256:06187263ddad280d05b4d8a8b3bb7d164cbebd469236544a42e6d9b28ac6a4fa \
+    --hash=sha256:0958834041a0166d343b8d2cedcd8bcbaeb4fdbe0cf08320c5379f143c3be6e7 \
+    --hash=sha256:099aaf4b4d1a02265b92a977edf00b5c4f63b3b17ac6de39b0d637c9cac0188a \
+    --hash=sha256:0d2c9bf8528f135dbb805ce027567e09164f7efa51a2be07458a2c0420f292d0 \
+    --hash=sha256:0fd59b5af35f74da48d905dcbad55449ba13be91823cb05a9bd590bbf5b61660 \
+    --hash=sha256:10734b5484ea113152ee25a91dccedf81631791805d2c9ccb054958e51842c94 \
+    --hash=sha256:13fef48778b5a2a756523fdb781326b028ca75e32858b04f2cdd19f394564917 \
+    --hash=sha256:178b4a2cdaac1818e2bf1c5a99b94383fa73ea5382e032a48dec07dc5668dc42 \
+    --hash=sha256:196913dea116aeb5a2ba95af4ddcb7ea85559ae07d8eee8751688310d09168c3 \
+    --hash=sha256:1b31822f4474c4036bae62de9402710051d431a606d6a0f907fec79935a071aa \
+    --hash=sha256:1ca071adabaab6e9219924bbe00af821f1ee7de113a9eca1cdc292de3d120f4d \
+    --hash=sha256:1d1ad32d9d4355e2be65574fd0bfd3677e7066b009cd5b9b2dee8aa6a6393b33 \
+    --hash=sha256:1dbcf7675229b35d31abb6547d8ebc8c27a830ac3f9a794edff6254873ec7c0a \
+    --hash=sha256:2293949b855ce597f2826452d17c2d545fb5622379c4ea6fdf525e9b8e8a2511 \
+    --hash=sha256:26a4dca084132874e639895c3135dfad5eb20bae209f62d1aeb31b03e601c3c0 \
+    --hash=sha256:2800a4a8ead6b28cccd1ec54b59346f0def7922ee1c7598e8499c733cfbb7c84 \
+    --hash=sha256:29cbaac5ea0212663e6845e04b5e188d5a6ae6dd919810ac835bf1d3b42c3f4c \
+    --hash=sha256:29f9309a2e42b0d273be006fdb4be2d6c39a47f6f57d8fb1cf9f81481df81b66 \
+    --hash=sha256:2d7aa89ebca5acc98cba9d1472d976e394782f587bad6661003602a619fd1821 \
+    --hash=sha256:2f22cbbac9e26a8e864c0985ff1268d5d939d53d9d9411a9824279097e03a2cb \
+    --hash=sha256:2f8ea531c794b9d6274acd4e8d2c2ebcac590a4361d27482edd3010b79f1325e \
+    --hash=sha256:3115559b8effafd63b142ea5ed53d63a16ea6469cbc63dce4ee194b42db5d853 \
+    --hash=sha256:32775082acd2d807ee3db715c7770d38767b817870acfa08c29e057f3c4d5b56 \
+    --hash=sha256:3430bb2bfe1331885c427745a751e774ee679fd4344f80b97bf879815fe8fa55 \
+    --hash=sha256:3b199b9b2b3d6a7edf3183ba8a9a137a22b97f7df525feb5ae1eccf026d2a9c6 \
+    --hash=sha256:40314bca9ac559716fe374094fc81c11dcc34b64fd6c585360f5775690505704 \
+    --hash=sha256:44e488ef40dbb452700b2b1f8188934121f6648f52c295055662d2191959ff82 \
+    --hash=sha256:452b5065457eb9991ec5eb38ff41d6cd4c991c9ac7c531c4d5849ae473a9a13f \
+    --hash=sha256:45f11346f884bc47444f6e6647131055844134c3175b629f84952e2b5cd62b64 \
+    --hash=sha256:46088abff4cba581dea21ae0467a480526cb25aa5f3c269e909f800328bc3999 \
+    --hash=sha256:4621064bbf28fa77ff64dd5d94367c04684c67d3a5bf1dff25f0cd0d98a38f3b \
+    --hash=sha256:4bc8ff1feffc6a61c7002ffe84634c41b822e104990ae009f44a0834430070bb \
+    --hash=sha256:4db0ba63d693afd40d249bd93f842b5f144f8fcbb83de05660373bcf30517b1d \
+    --hash=sha256:51f96d685ab16e88cab128cd37a52c5da540809c8b879fa047731bfcb4ad35a4 \
+    --hash=sha256:54adaa85a22078d1e306304a40984dc5be99d599bf3dc0a24dc98f7daeab89ab \
+    --hash=sha256:552ffadf6ad409844bc5919c42a0a83d88314cedddaea0e41e80a8b8fffe881f \
+    --hash=sha256:5538d2c13d93e4698af7e092b57bc7298fd35d1d58e656ae18f23ee0d0378e03 \
+    --hash=sha256:5570dbcc97571c15f68068e529c92715a12f8d54030e272d264b377e22bd17a5 \
+    --hash=sha256:5671d09a36b06d0fd4a3da0fccbcae360e9b1570924171a15e9e0997f0249fba \
+    --hash=sha256:583c19759d9eec1e5b69e2fbef36a7d9c326041be9746cb822d335c8cedc2979 \
+    --hash=sha256:5aaa2b923c1944ac8febd6609cb373540a5563e7cbcb0fd770f75dace2eb817b \
+    --hash=sha256:5dbc581d2814337da56222fab8dc5f161cd798a434e49bac27930aaef798e144 \
+    --hash=sha256:5fcb98e7598b1ee0addab320d90f65b530297a867dbfe9de52ea838077e16e3d \
+    --hash=sha256:6041d31504dc1779d700e1edcfb08eea334b357620b06681a4eabb57a74e574e \
+    --hash=sha256:66ea454f095ddf5b6b14f56c064c0941c4788be11e18d2464cf643bf7203ff67 \
+    --hash=sha256:68ce1c44c7a813a7f71ea04315a8c7b330b63db99d059a797a4651bb6f69f117 \
+    --hash=sha256:6a997d0489e9668a384fcfd5061b857aa5361de73191cac204d04b889cfbbafa \
+    --hash=sha256:6bf3be92233808fcd338eba0fb4d0b59ec5772af4f4ecfcec450d1bfc0f8b5eb \
+    --hash=sha256:6de8bd93ddde9b992cf2b2e0d796d501a19026b5b9fd87356d7d0779531a8d96 \
+    --hash=sha256:6e7b8719005dd1175be4ab1cd25e9b98659a5e0347331506ec6760d2773a7fb5 \
+    --hash=sha256:6f328175a2cde1f0ff2c4ed8ce968b9dcfb55f3a7153f39e2957ed994da13476 \
+    --hash=sha256:72d61e16dd78228b58c5d47be830ff3da7e5f139abdf0aef9d86cde1c5cf2191 \
+    --hash=sha256:74b70780220e2dd89175ca24b81b68b67c83db499ae611e7f2313cb329801c78 \
+    --hash=sha256:79aa3ff0a9b566633b642fa9caf7e21ed1c13d6feca718187873f199e1514078 \
+    --hash=sha256:7afa37062e6650640e932e4cc9297d81f9f42d9944029cc386b8247dea4da837 \
+    --hash=sha256:80168e2ebe4d3ec6599d10ad8f520304ae1cad9b6c5a95372aef1b66b7bfb53a \
+    --hash=sha256:806719138ecd720339a12410fb9614ac9b2b2d3a5fdf8235d56981c36f4039ba \
+    --hash=sha256:8114f28879e0904748e831c3a7774261bd9e75f49be089f389a76f959dcd13fe \
+    --hash=sha256:81e3a30b0bb60caa22033dd0f8a3618d1d67356212514f62c57db75cb0ef410c \
+    --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \
+    --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \
+    --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \
+    --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \
+    --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \
+    --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \
+    --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \
+    --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \
+    --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \
+    --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \
+    --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \
+    --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \
+    --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \
+    --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \
+    --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \
+    --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \
+    --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \
+    --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \
+    --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \
+    --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \
+    --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \
+    --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \
+    --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \
+    --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \
+    --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \
+    --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \
+    --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \
+    --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \
+    --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \
+    --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \
+    --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \
+    --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \
+    --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \
+    --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \
+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -1829,6 +1903,7 @@ protobuf==6.33.6 \
     #   googleapis-common-protos
     #   grpc-google-iam-v1
     #   grpcio-status
+    #   grpcio-tools
     #   proto-plus
 pyarrow==23.0.1 \
     --hash=sha256:00be9576d970c31defb5c32eb72ef585bf600ef6d0a82d5eccaae96639cf9d07 \
@@ -1903,211 +1978,210 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.12.5 \
-    --hash=sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49 \
-    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.41.5 \
-    --hash=sha256:0177272f88ab8312479336e1d777f6b124537d47f2123f89cb37e0accea97f90 \
-    --hash=sha256:01a3d0ab748ee531f4ea6c3e48ad9dac84ddba4b0d82291f87248f2f9de8d740 \
-    --hash=sha256:0384e2e1021894b1ff5a786dbf94771e2986ebe2869533874d7e43bc79c6f504 \
-    --hash=sha256:03b77d184b9eb40240ae9fd676ca364ce1085f203e1b1256f8ab9984dca80a84 \
-    --hash=sha256:03ca43e12fab6023fc79d28ca6b39b05f794ad08ec2feccc59a339b02f2b3d33 \
-    --hash=sha256:05a2c8852530ad2812cb7914dc61a1125dc4e06252ee98e5638a12da6cc6fb6c \
-    --hash=sha256:070259a8818988b9a84a449a2a7337c7f430a22acc0859c6b110aa7212a6d9c0 \
-    --hash=sha256:08daa51ea16ad373ffd5e7606252cc32f07bc72b28284b6bc9c6df804816476e \
-    --hash=sha256:0cbaad15cb0c90aa221d43c00e77bb33c93e8d36e0bf74760cd00e732d10a6a0 \
-    --hash=sha256:100baa204bb412b74fe285fb0f3a385256dad1d1879f0a5cb1499ed2e83d132a \
-    --hash=sha256:112e305c3314f40c93998e567879e887a3160bb8689ef3d2c04b6cc62c33ac34 \
-    --hash=sha256:16f80f7abe3351f8ea6858914ddc8c77e02578544a0ebc15b4c2e1a0e813b0b2 \
-    --hash=sha256:1746d4a3d9a794cacae06a5eaaccb4b8643a131d45fbc9af23e353dc0a5ba5c3 \
-    --hash=sha256:1962293292865bca8e54702b08a4f26da73adc83dd1fcf26fbc875b35d81c815 \
-    --hash=sha256:1d1d9764366c73f996edd17abb6d9d7649a7eb690006ab6adbda117717099b14 \
-    --hash=sha256:1f8d33a7f4d5a7889e60dc39856d76d09333d8a6ed0f5f1190635cbec70ec4ba \
-    --hash=sha256:22f0fb8c1c583a3b6f24df2470833b40207e907b90c928cc8d3594b76f874375 \
-    --hash=sha256:239edca560d05757817c13dc17c50766136d21f7cd0fac50295499ae24f90fdf \
-    --hash=sha256:242a206cd0318f95cd21bdacff3fcc3aab23e79bba5cac3db5a841c9ef9c6963 \
-    --hash=sha256:25e1c2af0fce638d5f1988b686f3b3ea8cd7de5f244ca147c777769e798a9cd1 \
-    --hash=sha256:266fb4cbf5e3cbd0b53669a6d1b039c45e3ce651fd5442eff4d07c2cc8d66808 \
-    --hash=sha256:2782c870e99878c634505236d81e5443092fba820f0373997ff75f90f68cd553 \
-    --hash=sha256:287dad91cfb551c363dc62899a80e9e14da1f0e2b6ebde82c806612ca2a13ef1 \
-    --hash=sha256:29452c56df2ed968d18d7e21f4ab0ac55e71dc59524872f6fc57dcf4a3249ed2 \
-    --hash=sha256:299e0a22e7ae2b85c1a57f104538b2656e8ab1873511fd718a1c1c6f149b77b5 \
-    --hash=sha256:2a5e06546e19f24c6a96a129142a75cee553cc018ffee48a460059b1185f4470 \
-    --hash=sha256:2b761d210c9ea91feda40d25b4efe82a1707da2ef62901466a42492c028553a2 \
-    --hash=sha256:2c010c6ded393148374c0f6f0bf89d206bf3217f201faa0635dcd56bd1520f6b \
-    --hash=sha256:2ff4321e56e879ee8d2a879501c8e469414d948f4aba74a2d4593184eb326660 \
-    --hash=sha256:3006c3dd9ba34b0c094c544c6006cc79e87d8612999f1a5d43b769b89181f23c \
-    --hash=sha256:33cb885e759a705b426baada1fe68cbb0a2e68e34c5d0d0289a364cf01709093 \
-    --hash=sha256:346285d28e4c8017da95144c7f3acd42740d637ff41946af5ce6e5e420502dd5 \
-    --hash=sha256:34a64bc3441dc1213096a20fe27e8e128bd3ff89921706e83c0b1ac971276594 \
-    --hash=sha256:35b44f37a3199f771c3eaa53051bc8a70cd7b54f333531c59e29fd4db5d15008 \
-    --hash=sha256:378bec5c66998815d224c9ca994f1e14c0c21cb95d2f52b6021cc0b2a58f2a5a \
-    --hash=sha256:3f37a19d7ebcdd20b96485056ba9e8b304e27d9904d233d7b1015db320e51f0a \
-    --hash=sha256:3f84d5c1b4ab906093bdc1ff10484838aca54ef08de4afa9de0f5f14d69639cd \
-    --hash=sha256:4009935984bd36bd2c774e13f9a09563ce8de4abaa7226f5108262fa3e637284 \
-    --hash=sha256:406bf18d345822d6c21366031003612b9c77b3e29ffdb0f612367352aab7d586 \
-    --hash=sha256:4819fa52133c9aa3c387b3328f25c1facc356491e6135b459f1de698ff64d869 \
-    --hash=sha256:482c982f814460eabe1d3bb0adfdc583387bd4691ef00b90575ca0d2b6fe2294 \
-    --hash=sha256:4bc36bbc0b7584de96561184ad7f012478987882ebf9f9c389b23f432ea3d90f \
-    --hash=sha256:506d766a8727beef16b7adaeb8ee6217c64fc813646b424d0804d67c16eddb66 \
-    --hash=sha256:56121965f7a4dc965bff783d70b907ddf3d57f6eba29b6d2e5dabfaf07799c51 \
-    --hash=sha256:58133647260ea01e4d0500089a8c4f07bd7aa6ce109682b1426394988d8aaacc \
-    --hash=sha256:5921a4d3ca3aee735d9fd163808f5e8dd6c6972101e4adbda9a4667908849b97 \
-    --hash=sha256:5a4e67afbc95fa5c34cf27d9089bca7fcab4e51e57278d710320a70b956d1b9a \
-    --hash=sha256:5cb1b2f9742240e4bb26b652a5aeb840aa4b417c7748b6f8387927bc6e45e40d \
-    --hash=sha256:62de39db01b8d593e45871af2af9e497295db8d73b085f6bfd0b18c83c70a8f9 \
-    --hash=sha256:634e8609e89ceecea15e2d61bc9ac3718caaaa71963717bf3c8f38bfde64242c \
-    --hash=sha256:63510af5e38f8955b8ee5687740d6ebf7c2a0886d15a6d65c32814613681bc07 \
-    --hash=sha256:650ae77860b45cfa6e2cdafc42618ceafab3a2d9a3811fcfbd3bbf8ac3c40d36 \
-    --hash=sha256:6561e94ba9dacc9c61bce40e2d6bdc3bfaa0259d3ff36ace3b1e6901936d2e3e \
-    --hash=sha256:65840751b72fbfd82c3c640cff9284545342a4f1eb1586ad0636955b261b0b05 \
-    --hash=sha256:6cb58b9c66f7e4179a2d5e0f849c48eff5c1fca560994d6eb6543abf955a149e \
-    --hash=sha256:6f52298fbd394f9ed112d56f3d11aabd0d5bd27beb3084cc3d8ad069483b8941 \
-    --hash=sha256:707625ef0983fcfb461acfaf14de2067c5942c6bb0f3b4c99158bed6fedd3cf3 \
-    --hash=sha256:72f6c8b11857a856bcfa48c86f5368439f74453563f951e473514579d44aa612 \
-    --hash=sha256:753e230374206729bf0a807954bcc6c150d3743928a73faffee51ac6557a03c3 \
-    --hash=sha256:76d0819de158cd855d1cbb8fcafdf6f5cf1eb8e470abe056d5d161106e38062b \
-    --hash=sha256:76ee27c6e9c7f16f47db7a94157112a2f3a00e958bc626e2f4ee8bec5c328fbe \
-    --hash=sha256:77b63866ca88d804225eaa4af3e664c5faf3568cea95360d21f4725ab6e07146 \
-    --hash=sha256:79ec52ec461e99e13791ec6508c722742ad745571f234ea6255bed38c6480f11 \
-    --hash=sha256:7b93a4d08587e2b7e7882de461e82b6ed76d9026ce91ca7915e740ecc7855f60 \
-    --hash=sha256:7da7087d756b19037bc2c06edc6c170eeef3c3bafcb8f532ff17d64dc427adfd \
-    --hash=sha256:7f3bf998340c6d4b0c9a2f02d6a400e51f123b59565d74dc60d252ce888c260b \
-    --hash=sha256:80aa89cad80b32a912a65332f64a4450ed00966111b6615ca6816153d3585a8c \
-    --hash=sha256:8566def80554c3faa0e65ac30ab0932b9e3a5cd7f8323764303d468e5c37595a \
-    --hash=sha256:873e0d5b4fb9b89ef7c2d2a963ea7d02879d9da0da8d9d4933dee8ee86a8b460 \
-    --hash=sha256:88942d3a3dff3afc8288c21e565e476fc278902ae4d6d134f1eeda118cc830b1 \
-    --hash=sha256:8bfeaf8735be79f225f3fefab7f941c712aaca36f1128c9d7e2352ee1aa87bdf \
-    --hash=sha256:8e7c86f27c585ef37c35e56a96363ab8de4e549a95512445b85c96d3e2f7c1bf \
-    --hash=sha256:915c3d10f81bec3a74fbd4faebe8391013ba61e5a1a8d48c4455b923bdda7858 \
-    --hash=sha256:93e8740d7503eb008aa2df04d3b9735f845d43ae845e6dcd2be0b55a2da43cd2 \
-    --hash=sha256:941103c9be18ac8daf7b7adca8228f8ed6bb7a1849020f643b3a14d15b1924d9 \
-    --hash=sha256:97aeba56665b4c3235a0e52b2c2f5ae9cd071b8a8310ad27bddb3f7fb30e9aa2 \
-    --hash=sha256:a39455728aabd58ceabb03c90e12f71fd30fa69615760a075b9fec596456ccc3 \
-    --hash=sha256:a3a52f6156e73e7ccb0f8cced536adccb7042be67cb45f9562e12b319c119da6 \
-    --hash=sha256:a668ce24de96165bb239160b3d854943128f4334822900534f2fe947930e5770 \
-    --hash=sha256:a75dafbf87d6276ddc5b2bf6fae5254e3d0876b626eb24969a574fff9149ee5d \
-    --hash=sha256:aabf5777b5c8ca26f7824cb4a120a740c9588ed58df9b2d196ce92fba42ff8dc \
-    --hash=sha256:aec5cf2fd867b4ff45b9959f8b20ea3993fc93e63c7363fe6851424c8a7e7c23 \
-    --hash=sha256:b2379fa7ed44ddecb5bfe4e48577d752db9fc10be00a6b7446e9663ba143de26 \
-    --hash=sha256:b4ececa40ac28afa90871c2cc2b9ffd2ff0bf749380fbdf57d165fd23da353aa \
-    --hash=sha256:b5819cd790dbf0c5eb9f82c73c16b39a65dd6dd4d1439dcdea7816ec9adddab8 \
-    --hash=sha256:b74557b16e390ec12dca509bce9264c3bbd128f8a2c376eaa68003d7f327276d \
-    --hash=sha256:b80aa5095cd3109962a298ce14110ae16b8c1aece8b72f9dafe81cf597ad80b3 \
-    --hash=sha256:b93590ae81f7010dbe380cdeab6f515902ebcbefe0b9327cc4804d74e93ae69d \
-    --hash=sha256:b96d5f26b05d03cc60f11a7761a5ded1741da411e7fe0909e27a5e6a0cb7b034 \
-    --hash=sha256:bd3d54f38609ff308209bd43acea66061494157703364ae40c951f83ba99a1a9 \
-    --hash=sha256:bfea2a5f0b4d8d43adf9d7b8bf019fb46fdd10a2e5cde477fbcb9d1fa08c68e1 \
-    --hash=sha256:c007fe8a43d43b3969e8469004e9845944f1a80e6acd47c150856bb87f230c56 \
-    --hash=sha256:c1df3d34aced70add6f867a8cf413e299177e0c22660cc767218373d0779487b \
-    --hash=sha256:c23e27686783f60290e36827f9c626e63154b82b116d7fe9adba1fda36da706c \
-    --hash=sha256:c8d8b4eb992936023be7dee581270af5c6e0697a8559895f527f5b7105ecd36a \
-    --hash=sha256:c9e19dd6e28fdcaa5a1de679aec4141f691023916427ef9bae8584f9c2fb3b0e \
-    --hash=sha256:d0d2568a8c11bf8225044aa94409e21da0cb09dcdafe9ecd10250b2baad531a9 \
-    --hash=sha256:d38548150c39b74aeeb0ce8ee1d8e82696f4a4e16ddc6de7b1d8823f7de4b9b5 \
-    --hash=sha256:d3a978c4f57a597908b7e697229d996d77a6d3c94901e9edee593adada95ce1a \
-    --hash=sha256:d5160812ea7a8a2ffbe233d8da666880cad0cbaf5d4de74ae15c313213d62556 \
-    --hash=sha256:dc799088c08fa04e43144b164feb0c13f9a0bc40503f8df3e9fde58a3c0c101e \
-    --hash=sha256:df3959765b553b9440adfd3c795617c352154e497a4eaf3752555cfb5da8fc49 \
-    --hash=sha256:dfa8a0c812ac681395907e71e1274819dec685fec28273a28905df579ef137e2 \
-    --hash=sha256:e25c479382d26a2a41b7ebea1043564a937db462816ea07afa8a44c0866d52f9 \
-    --hash=sha256:e4f4a984405e91527a0d62649ee21138f8e3d0ef103be488c1dc11a80d7f184b \
-    --hash=sha256:e536c98a7626a98feb2d3eaf75944ef6f3dbee447e1f841eae16f2f0a72d8ddc \
-    --hash=sha256:e56ba91f47764cc14f1daacd723e3e82d1a89d783f0f5afe9c364b8bb491ccdb \
-    --hash=sha256:e672ba74fbc2dc8eea59fb6d4aed6845e6905fc2a8afe93175d94a83ba2a01a0 \
-    --hash=sha256:e7b576130c69225432866fe2f4a469a85a54ade141d96fd396dffcf607b558f8 \
-    --hash=sha256:e8465ab91a4bd96d36dde3263f06caa6a8a6019e4113f24dc753d79a8b3a3f82 \
-    --hash=sha256:e96cea19e34778f8d59fe40775a7a574d95816eb150850a85a7a4c8f4b94ac69 \
-    --hash=sha256:ece5c59f0ce7d001e017643d8d24da587ea1f74f6993467d85ae8a5ef9d4f42b \
-    --hash=sha256:eceb81a8d74f9267ef4081e246ffd6d129da5d87e37a77c9bde550cb04870c1c \
-    --hash=sha256:ed2e99c456e3fadd05c991f8f437ef902e00eedf34320ba2b0842bd1c3ca3a75 \
-    --hash=sha256:f0cd744688278965817fd0839c4a4116add48d23890d468bc436f78beb28abf5 \
-    --hash=sha256:f14f8f046c14563f8eb3f45f499cc658ab8d10072961e07225e507adb700e93f \
-    --hash=sha256:f15489ba13d61f670dcc96772e733aad1a6f9c429cc27574c6cdaed82d0146ad \
-    --hash=sha256:f31d95a179f8d64d90f6831d71fa93290893a33148d890ba15de25642c5d075b \
-    --hash=sha256:f41a7489d32336dbf2199c8c0a215390a751c5b014c2c1c5366e817202e9cdf7 \
-    --hash=sha256:f41eb9797986d6ebac5e8edff36d5cef9de40def462311b3eb3eeded1431e425 \
-    --hash=sha256:f547144f2966e1e16ae626d8ce72b4cfa0caedc7fa28052001c94fb2fcaa1c52
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
-pymongo==4.16.0 \
-    --hash=sha256:03f42396c1b2c6f46f5401c5b185adc25f6113716e16d9503977ee5386fca0fb \
-    --hash=sha256:12762e7cc0f8374a8cae3b9f9ed8dabb5d438c7b33329232dd9b7de783454033 \
-    --hash=sha256:15bb062c0d6d4b0be650410032152de656a2a9a2aa4e1a7443a22695afacb103 \
-    --hash=sha256:19a1c96e7f39c7a59a9cfd4d17920cf9382f6f684faeff4649bf587dc59f8edc \
-    --hash=sha256:1c01e8a7cd0ea66baf64a118005535ab5bf9f9eb63a1b50ac3935dccf9a54abe \
-    --hash=sha256:1d638b0b1b294d95d0fdc73688a3b61e05cc4188872818cd240d51460ccabcb5 \
-    --hash=sha256:21d02cc10a158daa20cb040985e280e7e439832fc6b7857bff3d53ef6914ad50 \
-    --hash=sha256:2290909275c9b8f637b0a92eb9b89281e18a72922749ebb903403ab6cc7da914 \
-    --hash=sha256:25a6b03a68f9907ea6ec8bc7cf4c58a1b51a18e23394f962a6402f8e46d41211 \
-    --hash=sha256:2a3ba6be3d8acf64b77cdcd4e36f0e4a8e87965f14a8b09b90ca86f10a1dd2f2 \
-    --hash=sha256:2b0714d7764efb29bf9d3c51c964aed7c4c7237b341f9346f15ceaf8321fdb35 \
-    --hash=sha256:2cd60cd1e05de7f01927f8e25ca26b3ea2c09de8723241e5d3bcfdc70eaff76b \
-    --hash=sha256:2d0082631a7510318befc2b4fdab140481eb4b9dd62d9245e042157085da2a70 \
-    --hash=sha256:311d4549d6bf1f8c61d025965aebb5ba29d1481dc6471693ab91610aaffbc0eb \
-    --hash=sha256:36ef2fee50eee669587d742fb456e349634b4fcf8926208766078b089054b24b \
-    --hash=sha256:3ead8a0050c53eaa55935895d6919d393d0328ec24b2b9115bdbe881aa222673 \
-    --hash=sha256:46ffb728d92dd5b09fc034ed91acf5595657c7ca17d4cf3751322cd554153c17 \
-    --hash=sha256:4a19ea46a0fe71248965305a020bc076a163311aefbaa1d83e47d06fa30ac747 \
-    --hash=sha256:4a9390dce61d705a88218f0d7b54d7e1fa1b421da8129fc7c009e029a9a6b81e \
-    --hash=sha256:4c4872299ebe315a79f7f922051061634a64fda95b6b17677ba57ef00b2ba2a4 \
-    --hash=sha256:4cd047ba6cc83cc24193b9208c93e134a985ead556183077678c59af7aacc725 \
-    --hash=sha256:4d4f7ba040f72a9f43a44059872af5a8c8c660aa5d7f90d5344f2ed1c3c02721 \
-    --hash=sha256:4d79aa147ce86aef03079096d83239580006ffb684eead593917186aee407767 \
-    --hash=sha256:4fbb8d3552c2ad99d9e236003c0b5f96d5f05e29386ba7abae73949bfebc13dd \
-    --hash=sha256:55f8d5a6fe2fa0b823674db2293f92d74cd5f970bc0360f409a1fc21003862d3 \
-    --hash=sha256:5b9c6d689bbe5beb156374508133218610e14f8c81e35bc17d7a14e30ab593e6 \
-    --hash=sha256:5d9fdb386cf958e6ef6ff537d6149be7edb76c3268cd6833e6c36aa447e4443f \
-    --hash=sha256:60307bb91e0ab44e560fe3a211087748b2b5f3e31f403baf41f5b7b0a70bd104 \
-    --hash=sha256:61567f712bda04c7545a037e3284b4367cad8d29b3dec84b4bf3b2147020a75b \
-    --hash=sha256:66af44ed23686dd5422307619a6db4b56733c5e36fe8c4adf91326dcf993a043 \
-    --hash=sha256:6af1aaa26f0835175d2200e62205b78e7ec3ffa430682e322cc91aaa1a0dbf28 \
-    --hash=sha256:6b2a20edb5452ac8daa395890eeb076c570790dfce6b7a44d788af74c2f8cf96 \
-    --hash=sha256:6f2077ec24e2f1248f9cac7b9a2dfb894e50cc7939fcebfb1759f99304caabef \
-    --hash=sha256:77cfd37a43a53b02b7bd930457c7994c924ad8bbe8dff91817904bcbf291b371 \
-    --hash=sha256:78037d02389745e247fe5ab0bcad5d1ab30726eaac3ad79219c7d6bbb07eec53 \
-    --hash=sha256:7902882ed0efb7f0e991458ab3b8cf0eb052957264949ece2f09b63c58b04f78 \
-    --hash=sha256:85dc2f3444c346ea019a371e321ac868a4fab513b7a55fe368f0cc78de8177cc \
-    --hash=sha256:8a0f73af1ea56c422b2dcfc0437459148a799ef4231c6aee189d2d4c59d6728f \
-    --hash=sha256:8a254d49a9ffe9d7f888e3c677eed3729b14ce85abb08cd74732cead6ccc3c66 \
-    --hash=sha256:8ba8405065f6e258a6f872fe62d797a28f383a12178c7153c01ed04e845c600c \
-    --hash=sha256:91899dd7fb9a8c50f09c3c1cf0cb73bfbe2737f511f641f19b9650deb61c00ca \
-    --hash=sha256:91ac0cb0fe2bf17616c2039dac88d7c9a5088f5cb5829b27c9d250e053664d31 \
-    --hash=sha256:92a232af9927710de08a6c16a9710cc1b175fb9179c0d946cd4e213b92b2a69a \
-    --hash=sha256:948152b30eddeae8355495f9943a3bf66b708295c0b9b6f467de1c620f215487 \
-    --hash=sha256:96aa7ab896889bf330209d26459e493d00f8855772a9453bfb4520bb1f495baf \
-    --hash=sha256:9caacac0dd105e2555521002e2d17afc08665187017b466b5753e84c016628e6 \
-    --hash=sha256:9d9885aad05f82fd7ea0c9ca505d60939746b39263fa273d0125170da8f59098 \
-    --hash=sha256:9dc2c00bed568732b89e211b6adca389053d5e6d2d5a8979e80b813c3ec4d1f9 \
-    --hash=sha256:a1bf44e13cf2d44d2ea2e928a8140d5d667304abe1a61c4d55b4906f389fbe64 \
-    --hash=sha256:aa30cd16ddd2f216d07ba01d9635c873e97ddb041c61cf0847254edc37d1c60e \
-    --hash=sha256:acda193f440dd88c2023cb00aa8bd7b93a9df59978306d14d87a8b12fe426b05 \
-    --hash=sha256:bd4911c40a43a821dfd93038ac824b756b6e703e26e951718522d29f6eb166a8 \
-    --hash=sha256:be1099a8295b1a722d03fb7b48be895d30f4301419a583dcf50e9045968a041c \
-    --hash=sha256:c126fb72be2518395cc0465d4bae03125119136462e1945aea19840e45d89cfc \
-    --hash=sha256:c53338613043038005bf2e41a2fafa08d29cdbc0ce80891b5366c819456c1ae9 \
-    --hash=sha256:c789236366525c3ee3cd6e4e450a9ff629a7d1f4d88b8e18a0aea0615fd7ecf8 \
-    --hash=sha256:cf0ec79e8ca7077f455d14d915d629385153b6a11abc0b93283ed73a8013e376 \
-    --hash=sha256:d15f060bc6d0964a8bb70aba8f0cb6d11ae99715438f640cff11bbcf172eb0e8 \
-    --hash=sha256:d284bf68daffc57516535f752e290609b3b643f4bd54b28fc13cb16a89a8bda6 \
-    --hash=sha256:dabbf3c14de75a20cc3c30bf0c6527157224a93dfb605838eabb1a2ee3be008d \
-    --hash=sha256:dbbc5b254c36c37d10abb50e899bc3939bbb7ab1e7c659614409af99bd3e7675 \
-    --hash=sha256:dfc320f08ea9a7ec5b2403dc4e8150636f0d6150f4b9792faaae539c88e7db3b \
-    --hash=sha256:e2d509786344aa844ae243f68f833ca1ac92ac3e35a92ae038e2ceb44aa355ef \
-    --hash=sha256:e37469602473f41221cea93fd3736708f561f0fa08ab6b2873dd962014390d52 \
-    --hash=sha256:ed162b2227f98d5b270ecbe1d53be56c8c81db08a1a8f5f02d89c7bb4d19591d \
-    --hash=sha256:efe020c46ce3c3a89af6baec6569635812129df6fb6cf76d4943af3ba6ee2069 \
-    --hash=sha256:f1c5f1f818b669875d191323a48912d3fcd2e4906410e8297bb09ac50c4d5ccc \
-    --hash=sha256:f25001a955073b80510c0c3db0e043dbbc36904fd69e511c74e3d8640b8a5111 \
-    --hash=sha256:f3867dc225d9423c245a51eaac2cfcd53dde8e0a8d8090bb6aed6e31bd6c2d4f \
-    --hash=sha256:f513b2c6c0d5c491f478422f6b5b5c27ac1af06a54c93ef8631806f7231bd92e \
-    --hash=sha256:f6e42c1bc985d9beee884780ae6048790eb4cd565c46251932906bdb1630034a
+pymongo==4.17.0 \
+    --hash=sha256:0ff6bd2f735ab5356541e3e57d5b7dbfbc3f2ee1ccb10b6b0f82d58af69d1d8e \
+    --hash=sha256:1175563375d682260f613a96fb7a53dce746ed752bfd924eab61de3bc5bfde34 \
+    --hash=sha256:1195370a77baf003b59b10e91ecc4706297197f0dd9d29c840cc556dc08f7cee \
+    --hash=sha256:12c4fded3a9f1d6a687e36ebd384ac6d00b9b00de1969aa74048e7051ec2a713 \
+    --hash=sha256:15d3f3d732aecac1f8d481bde4029755615639bd3076f258a2147210aec8515a \
+    --hash=sha256:20323b0b1c1d33770ad1fc68d429c757734ce9ad3594421c3d6618f10572b1b9 \
+    --hash=sha256:2a0d5ac205728c86e0a02192f1aa5f865b0d7d51f8df6101c01a69a7fc620d72 \
+    --hash=sha256:2db66aa8dd253a0fc1fad3b0d23d5b3993f7ebde02fbbd7727128debf2853675 \
+    --hash=sha256:2e190827834fce70ecdf9d46796c6dbc0ce08ea87dc2ff5bc6f3f5579b605cb9 \
+    --hash=sha256:320b34457b20bbcc79997801f95d25ce00472915ca5241167242b42c4359e027 \
+    --hash=sha256:3689ea34f6b647c7d1e7bdc60fcfb214b2789ed1359a7fb96569c69f50e5f18f \
+    --hash=sha256:37a8385c29881b43eab31f584100fa0eaddedd5607adf010147ba1810118be90 \
+    --hash=sha256:3987e96e7c7be4083d42e8ac2cc6c0d5b78db9973c90fce42ae800b616ca6b20 \
+    --hash=sha256:4141e6c6a339789b2974efa00ecd9409101672d77a0e3ee2cc3839eedf8ec4df \
+    --hash=sha256:422fa50d7d7f5c22ea0953554396c9ef95684a2d775f860bd75a7b510538dfca \
+    --hash=sha256:47b021363cd923ace5edc7a1d63c0ff8a6d9d43859b8a1ba23645f5afae63221 \
+    --hash=sha256:485c8a8eaa4c739f00a331fc73757898ee7c092c214a79e63866ff76aaf282ff \
+    --hash=sha256:48bbc576677b50af043df870d84ded67cc3a9b4aa7553201beef4da5dc050a0a \
+    --hash=sha256:4ae22fafca69dd3c78261969e999782ac5fc23b76cf8cccfbc3707982a74cc3d \
+    --hash=sha256:50e8f8e23c6df7c6d6929f5e734980b227706e73ee847517c9ba5af90f7fc466 \
+    --hash=sha256:51e1915761f65f2aaabd0ba691a31d56551d3f19d1263c2d6bf261730603de5f \
+    --hash=sha256:5376ad67bb30ae910d83affcf997f706d9dee37e8b5dad8b6fedb0626e262d85 \
+    --hash=sha256:5960519b4d7168f1ecdd3ea10c81b2aedeb9423651aca953cfbc8e76705d3b38 \
+    --hash=sha256:5a5de048e6da5c18e27cc2437e8c15b3b0cdc8385c15b41178b0caa3322a09c2 \
+    --hash=sha256:5ab3b8ff79e0dfc49b68f3c925e8cc735ea95c60efaed84cfe75692dffcaac2a \
+    --hash=sha256:64837adbbd72073301af51bb0fc80e3d7707fe5527cea1033ba0320f0b2f881b \
+    --hash=sha256:6877214bff5f06f6884a9fc8d9016a4a7a5f51f537f5c51ac3a576f93e7dfb32 \
+    --hash=sha256:68fca71e05ee5da23a8d73cee8379dfb3d26e609a377cae731d742771ed96946 \
+    --hash=sha256:6c5f62862d0f87be481fa1fe8cb811994486773c94a2b61e509285e3f2890763 \
+    --hash=sha256:6fe0de9d0f6791abce3471230b32b4817bf89d27b1182b6a550e1ec0fa72aa9a \
+    --hash=sha256:70ffa08ba641468cc068cf46c06b34f01a8ce3489f6411309fcb5ceabe6b2fc0 \
+    --hash=sha256:757f2a4c0c2c46cab87df0333681ce69e86c9d5b45bc5203ceba5410b3489e59 \
+    --hash=sha256:75bc3aa5b94fdb7138d357ec6ca61cd97e0c79f4f7f0bd3efe9639b15cc50942 \
+    --hash=sha256:77aa4bc164b4de60d5db193b322f0f5b6ead716e831031bfdef8e8bd92205556 \
+    --hash=sha256:7db10678814cdf7ea39fd308c6f41395cfa7b29d904bcd7895288963d8f892ba \
+    --hash=sha256:809ec74de3b9148ae43fa8df9faf53470f511c8d384f13b99d6f671f2a379f15 \
+    --hash=sha256:8446ff4bfcb6ec2a2e50998c860986a1e992136f998b7f53e7a717fb8aa5a0b9 \
+    --hash=sha256:8a1be016198a03fd7727cdd55998964bfa4e5a6fd9733c8e95830628cef34d29 \
+    --hash=sha256:8e97e03fa13327c87e3fdc5656acd01e71817f0c1dc3221cd8f30de136bf4ec3 \
+    --hash=sha256:93641192644fa1ee0f34030e774fd31022a27ad11ba22cb1716142231524f8bd \
+    --hash=sha256:9543d8f84c2e5608565c08ac679774811e6730770d8a645439b073422a4276fb \
+    --hash=sha256:9828485f72f63c7d802e0ec41f71906f633c2692621ab3af55ca990186b091b1 \
+    --hash=sha256:9eb5d63a3c518cb0804ed678f5e2b875af032d89a7cf57a57360322cf6a4d222 \
+    --hash=sha256:a431b737816bf4cddd4fa0fcef04e424ad36b7692734a64150f872fb8f3208be \
+    --hash=sha256:a8f9c40a09bb7d4b9fc8b1da65ecf6efa79bda5cb2756f39d9b6940fac1d19ae \
+    --hash=sha256:addd0498ebbdc6354227f6ed457ed9fce442d48a3bb30d5b5bad33e104996561 \
+    --hash=sha256:b24598dc3c2feccbc83b43044be48145a0dc4f9bee49ef923e3d707d54a55d85 \
+    --hash=sha256:b2dfcc795f5b9fedbe179a11fdf6051581479d196582a3fe819a92a00e9b9969 \
+    --hash=sha256:b4384700cffc3f1dd98e088bc0072dedf6d7d68a230bb4b972665cf69c071c1e \
+    --hash=sha256:b93b22eedc62598cf5ee9d8c8007a8e9121c50fd88137012d8985500e9dc3151 \
+    --hash=sha256:ba2195d4f386f839a52a23ea1cfd60ffaaba78a3d7841db51b7e433001139918 \
+    --hash=sha256:bb3ebc86782049f6928dcc583008287cb1c17d463501c94a620f035f5b4fd463 \
+    --hash=sha256:bd835cdb37a1adec359dd072c24f8bb14809e2644fde86fab4ee2fc9719b9483 \
+    --hash=sha256:c2292144505fb12156b981bd440f3dc994a883da06ac726c0c8692ccdbc1c510 \
+    --hash=sha256:c4979e7e8887862bbb44d203f00cc8263a3f27237876fa691b6beba23e40e6d8 \
+    --hash=sha256:c5c8e180cb2cabe37300e1e36c60aa4f2ff956cc579f0142135a5d2cba252243 \
+    --hash=sha256:c797f8a80957134f6dd9690367a0f8f5906d672119af2c6aa55f0c527b656bed \
+    --hash=sha256:c9786665926a09630c5d420c79762cfadbff35a9438bcbc4c81a9fb5ab9228b7 \
+    --hash=sha256:cee36b3c0d0354f880fa7a7fdcdaf2bb5e542c2281e25c1bfadf8cfe21eba7d2 \
+    --hash=sha256:d53ffa94b2340dbf6b055e09a0090618c60482c158ecfc9565642fc996bf0944 \
+    --hash=sha256:df4a644af9ae132d4bfdb2e9516ea51a615fd881caddfbfbd071cf1354844479 \
+    --hash=sha256:dff3de1294fbbc1db0ba6b511f77b8e540601d092538a31312e99c8a91a78b1e \
+    --hash=sha256:e46767f28dea610e02edf6c5d956ce615c3c7790ea396660b9b1efd5c5ead2e0 \
+    --hash=sha256:e4fab10f8403169ce92f3cea921609d9ee81107306caae06c08f592d4b8ad2b5 \
+    --hash=sha256:e537e95514dae1aaa718f481ec03151a0f0394bcd05f1322896d8fc1330cb729 \
+    --hash=sha256:e68c76b84e0c132d9dbf9307f12ff8185702328187a87b9aca8c941303873433 \
+    --hash=sha256:e816db649ba5d7de0568cf3a9f287a9dc9aad21cf0ca667ab156a7ef47fca0b0 \
+    --hash=sha256:f09645e0ce4e3825fa0baa8254064a716ed0be33f78feeedd4731016cb8aaa17 \
+    --hash=sha256:f3ee3d241ed77a4fc99ce3cff3b289c3ebce37f61fdd7349d3592c23b82c8784 \
+    --hash=sha256:faf03e4c2aafd6de626dbd30ba246d369ae33f47f10629d1bbe40f72115027a6 \
+    --hash=sha256:ff5aa3f1c7e3f08eb0e7a016c91ba468b1850ccfd63d9b1f12f56350f4974cef
     # via apache-beam
-pymysql==1.1.2 \
-    --hash=sha256:4961d3e165614ae65014e361811a724e2044ad3ea3739de9903ae7c21f539f03 \
-    --hash=sha256:e6b1d89711dd51f8f74b1631fe08f039e7d76cf67a42a323d3178f0f25762ed9
+pymysql==1.1.3 \
+    --hash=sha256:8164ba62c552f6105f3b11753352d0f16b90d1703ba67d81923d5a8a5d1c5289 \
+    --hash=sha256:e70ebf2047a4edf6138cf79c68ad418ef620af65900aa585c5e8bfc95044d43a
     # via apache-beam
 pyparsing==3.3.2 \
     --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
@@ -2125,9 +2199,9 @@ python-tds==1.17.1 \
     --hash=sha256:35cb210b1a54e5ccc91570a83d4e9a2a16682cbeb00bede06fd6cdf9afa9762f \
     --hash=sha256:c97483a9adf1dcab8bee66e83429acc502753f389d134553edd818348b94ced0
     # via apache-beam
-pytz==2026.1.post1 \
-    --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \
-    --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a
+pytz==2026.2 \
+    --hash=sha256:04156e608bee23d3792fd45c94ae47fae1036688e75032eea2e3bf0323d1f126 \
+    --hash=sha256:0e60b47b29f21574376f218fe21abc009894a2321ea16c6754f3cad6eb7cdd6a
     # via apache-beam
 pyyaml==6.0.3 \
     --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
@@ -2204,125 +2278,125 @@ pyyaml==6.0.3 \
     --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
     --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
     # via apache-beam
-regex==2026.3.32 \
-    --hash=sha256:03c2ebd15ff51e7b13bb3dc28dd5ac18cd39e59ebb40430b14ae1a19e833cff1 \
-    --hash=sha256:09e26cad1544d856da85881ad292797289e4406338afe98163f3db9f7fac816c \
-    --hash=sha256:0cec365d44835b043d7b3266487797639d07d621bec9dc0ea224b00775797cc1 \
-    --hash=sha256:0d7855f5e59fcf91d0c9f4a51dc5d8847813832a2230c3e8e35912ccf20baaa2 \
-    --hash=sha256:0f21ae18dfd15752cdd98d03cbd7a3640be826bfd58482a93f730dbd24d7b9fb \
-    --hash=sha256:10fb2aaae1aaadf7d43c9f3c2450404253697bf8b9ce360bd5418d1d16292298 \
-    --hash=sha256:110ba4920721374d16c4c8ea7ce27b09546d43e16aea1d7f43681b5b8f80ba61 \
-    --hash=sha256:12917c6c6813ffcdfb11680a04e4d63c5532b88cf089f844721c5f41f41a63ad \
-    --hash=sha256:18eb45f711e942c27dbed4109830bd070d8d618e008d0db39705f3f57070a4c6 \
-    --hash=sha256:1a6ac1ed758902e664e0d95c1ee5991aa6fb355423f378ed184c6ec47a1ec0e9 \
-    --hash=sha256:1ca02ff0ef33e9d8276a1fcd6d90ff6ea055a32c9149c0050b5b67e26c6d2c51 \
-    --hash=sha256:1cb22fa9ee6a0acb22fc9aecce5f9995fe4d2426ed849357d499d62608fbd7f9 \
-    --hash=sha256:1e0f6648fd48f4c73d801c55ab976cd602e2da87de99c07bff005b131f269c6a \
-    --hash=sha256:245667ad430745bae6a1e41081872d25819d86fbd9e0eec485ba00d9f78ad43d \
-    --hash=sha256:2820d2231885e97aff0fcf230a19ebd5d2b5b8a1ba338c20deb34f16db1c7897 \
-    --hash=sha256:2c8d402ea3dfe674288fe3962016affd33b5b27213d2b5db1823ffa4de524c57 \
-    --hash=sha256:2dcca2bceb823c9cc610e57b86a265d7ffc30e9fe98548c609eba8bd3c0c2488 \
-    --hash=sha256:2ffbadc647325dd4e3118269bda93ded1eb5f5b0c3b7ba79a3da9fbd04f248e9 \
-    --hash=sha256:34c905a721ddee0f84c99e3e3b59dd4a5564a6fe338222bc89dd4d4df166115c \
-    --hash=sha256:3c054e39a9f85a3d76c62a1d50c626c5e9306964eaa675c53f61ff7ec1204bbb \
-    --hash=sha256:3c0bbfbd38506e1ea96a85da6782577f06239cb9fcf9696f1ea537c980c0680b \
-    --hash=sha256:3e221b615f83b15887636fcb90ed21f1a19541366f8b7ba14ba1ad8304f4ded4 \
-    --hash=sha256:3ea568832eca219c2be1721afa073c1c9eb8f98a9733fdedd0a9747639fc22a5 \
-    --hash=sha256:3f5747501b69299c6b0b047853771e4ed390510bada68cb16da9c9c2078343f7 \
-    --hash=sha256:462a041d2160090553572f6bb0be417ab9bb912a08de54cb692829c871ee88c1 \
-    --hash=sha256:4bc32b4dbdb4f9f300cf9f38f8ea2ce9511a068ffaa45ac1373ee7a943f1d810 \
-    --hash=sha256:4d082be64e51671dd5ee1c208c92da2ddda0f2f20d8ef387e57634f7e97b6aae \
-    --hash=sha256:4f9ae4755fa90f1dc2d0d393d572ebc134c0fe30fcfc0ab7e67c1db15f192041 \
-    --hash=sha256:51a93452034d671b0e21b883d48ea66c5d6a05620ee16a9d3f229e828568f3f0 \
-    --hash=sha256:51fb7e26f91f9091fd8ec6a946f99b15d3bc3667cb5ddc73dd6cb2222dd4a1cc \
-    --hash=sha256:5336b1506142eb0f23c96fb4a34b37c4fefd4fed2a7042069f3c8058efe17855 \
-    --hash=sha256:567b57eb987547a23306444e4f6f85d4314f83e65c71d320d898aa7550550443 \
-    --hash=sha256:5aa78c857c1731bdd9863923ffadc816d823edf475c7db6d230c28b53b7bdb5e \
-    --hash=sha256:5bf2f3c2c5bd8360d335c7dcd4a9006cf1dabae063ee2558ee1b07bbc8a20d88 \
-    --hash=sha256:5c35d097f509cf7e40d20d5bee548d35d6049b36eb9965e8d43e4659923405b9 \
-    --hash=sha256:5d86e3fb08c94f084a625c8dc2132a79a3a111c8bf6e2bc59351fa61753c2f6e \
-    --hash=sha256:6062c4ef581a3e9e503dccf4e1b7f2d33fdc1c13ad510b287741ac73bc4c6b27 \
-    --hash=sha256:6128dd0793a87287ea1d8bf16b4250dd96316c464ee15953d5b98875a284d41e \
-    --hash=sha256:631f7d95c83f42bccfe18946a38ad27ff6b6717fb4807e60cf24860b5eb277fc \
-    --hash=sha256:66a5083c3ffe5a5a95f8281ea47a88072d4f24001d562d1d9d28d4cdc005fec5 \
-    --hash=sha256:66d3126afe7eac41759cd5f0b3b246598086e88e70527c0d68c9e615b81771c4 \
-    --hash=sha256:67015a8162d413af9e3309d9a24e385816666fbf09e48e3ec43342c8536f7df6 \
-    --hash=sha256:6980ceb5c1049d4878632f08ba0bf7234c30e741b0dc9081da0f86eca13189d3 \
-    --hash=sha256:69a847a6ffaa86e8af7b9e7037606e05a6f663deec516ad851e8e05d9908d16a \
-    --hash=sha256:6ada7bd5bb6511d12177a7b00416ce55caee49fbf8c268f26b909497b534cacb \
-    --hash=sha256:70c634e39c5cda0da05c93d6747fdc957599f7743543662b6dbabdd8d3ba8a96 \
-    --hash=sha256:7cdd508664430dd51b8888deb6c5b416d8de046b2e11837254378d31febe4a98 \
-    --hash=sha256:844d88509c968dd44b30daeefac72b038b1bf31ac372d5106358ab01d393c48b \
-    --hash=sha256:847087abe98b3c1ebf1eb49d6ef320dbba75a83ee4f83c94704580f1df007dd4 \
-    --hash=sha256:85c9b0c131427470a6423baa0a9330be6fd8c3630cc3ee6fdee03360724cbec5 \
-    --hash=sha256:879ae91f2928a13f01a55cfa168acedd2b02b11b4cd8b5bb9223e8cde777ca52 \
-    --hash=sha256:887a9fa74418d74d645281ee0edcf60694053bd1bc2ebc49eb5e66bfffc6d107 \
-    --hash=sha256:88ebc0783907468f17fca3d7821b30f9c21865a721144eb498cb0ff99a67bcac \
-    --hash=sha256:89e50667e7e8c0e7903e4d644a2764fffe9a3a5d6578f72ab7a7b4205bf204b7 \
-    --hash=sha256:8a4a3189a99ecdd1c13f42513ab3fc7fa8311b38ba7596dd98537acb8cd9acc3 \
-    --hash=sha256:8aaf8ee8f34b677f90742ca089b9c83d64bdc410528767273c816a863ed57327 \
-    --hash=sha256:8e4c8fa46aad1a11ae2f8fcd1c90b9d55e18925829ac0d98c5bb107f93351745 \
-    --hash=sha256:8fc918cd003ba0d066bf0003deb05a259baaaab4dc9bd4f1207bbbe64224857a \
-    --hash=sha256:8fe14e24124ef41220e5992a0f09432f890037df6f93fd3d6b7a0feff2db16b2 \
-    --hash=sha256:918db4e34a7ef3d0beee913fa54b34231cc3424676f1c19bdb85f01828d3cd37 \
-    --hash=sha256:987cdfcfb97a249abc3601ad53c7de5c370529f1981e4c8c46793e4a1e1bfe8e \
-    --hash=sha256:9b9118a78e031a2e4709cd2fcc3028432e89b718db70073a8da574c249b5b249 \
-    --hash=sha256:9cf7036dfa2370ccc8651521fcbb40391974841119e9982fa312b552929e6c85 \
-    --hash=sha256:a094e9dcafedfb9d333db5cf880304946683f43a6582bb86688f123335122929 \
-    --hash=sha256:a416ee898ecbc5d8b283223b4cf4d560f93244f6f7615c1bd67359744b00c166 \
-    --hash=sha256:a5d88fa37ba5e8a80ca8d956b9ea03805cfa460223ac94b7d4854ee5e30f3173 \
-    --hash=sha256:ace48c5e157c1e58b7de633c5e257285ce85e567ac500c833349c363b3df69d4 \
-    --hash=sha256:ad5c53f2e8fcae9144009435ebe3d9832003508cf8935c04542a1b3b8deefa15 \
-    --hash=sha256:ad8d372587e659940568afd009afeb72be939c769c552c9b28773d0337251391 \
-    --hash=sha256:b193ed199848aa96618cd5959c1582a0bf23cd698b0b900cb0ffe81b02c8659c \
-    --hash=sha256:b2e9c2ea2e93223579308263f359eab8837dc340530b860cb59b713651889f14 \
-    --hash=sha256:b3aa21bad31db904e0b9055e12c8282df62d43169c4a9d2929407060066ebc74 \
-    --hash=sha256:b565f25171e04d4fad950d1fa837133e3af6ea6f509d96166eed745eb0cf63bc \
-    --hash=sha256:b56993a7aeb4140c4770f4f7965c9e5af4f024457d06e23c01b0d47501cb18ed \
-    --hash=sha256:b6acb765e7c1f2fa08ac9057a33595e26104d7d67046becae184a8f100932dd9 \
-    --hash=sha256:b6f366a5ef66a2df4d9e68035cfe9f0eb8473cdfb922c37fac1d169b468607b0 \
-    --hash=sha256:b7836aa13721dbdef658aebd11f60d00de633a95726521860fe1f6be75fa225a \
-    --hash=sha256:b8fca73e16c49dd972ce3a88278dfa5b93bf91ddef332a46e9443abe21ca2f7c \
-    --hash=sha256:b953d9d496d19786f4d46e6ba4b386c6e493e81e40f9c5392332458183b0599d \
-    --hash=sha256:bbc458a292aee57d572075f22c035fa32969cdb7987d454e3e34d45a40a0a8b4 \
-    --hash=sha256:c1cecea3e477af105f32ef2119b8d895f297492e41d317e60d474bc4bffd62ff \
-    --hash=sha256:c1d7fa44aece1fa02b8927441614c96520253a5cad6a96994e3a81e060feed55 \
-    --hash=sha256:c1ed17104d1be7f807fdec35ec99777168dd793a09510d753f8710590ba54cdd \
-    --hash=sha256:c3c6f6b027d10f84bfe65049028892b5740878edd9eae5fea0d1710b09b1d257 \
-    --hash=sha256:c5e0fdb5744caf1036dec5510f543164f2144cb64932251f6dfd42fa872b7f9c \
-    --hash=sha256:c60f1de066eb5a0fd8ee5974de4194bb1c2e7692941458807162ffbc39887303 \
-    --hash=sha256:c6d9c6e783b348f719b6118bb3f187b2e138e3112576c9679eb458cc8b2e164b \
-    --hash=sha256:c940e00e8d3d10932c929d4b8657c2ea47d2560f31874c3e174c0d3488e8b865 \
-    --hash=sha256:c9f261ad3cd97257dc1d9355bfbaa7dd703e06574bffa0fa8fe1e31da915ee38 \
-    --hash=sha256:d21a07edddb3e0ca12a8b8712abc8452481c3d3db19ae87fc94e9842d005964b \
-    --hash=sha256:d363660f9ef8c734495598d2f3e527fb41f745c73159dc0d743402f049fb6836 \
-    --hash=sha256:d478a2ca902b6ef28ffc9521e5f0f728d036abe35c0b250ee8ae78cfe7c5e44e \
-    --hash=sha256:d571f0b2eec3513734ea31a16ce0f7840c0b85a98e7edfa0e328ed144f9ef78f \
-    --hash=sha256:d6b39a2cc5625bbc4fda18919a891eab9aab934eecf83660a90ce20c53621a9a \
-    --hash=sha256:d76d62909bfb14521c3f7cfd5b94c0c75ec94b0a11f647d2f604998962ec7b6c \
-    --hash=sha256:dab4178a0bc1ef13178832b12db7bc7f562e8f028b2b5be186e370090dc50652 \
-    --hash=sha256:db976be51375bca900e008941639448d148c655c9545071965d0571ecc04f5d0 \
-    --hash=sha256:ded4fc0edf3de792850cb8b04bbf3c5bd725eeaf9df4c27aad510f6eed9c4e19 \
-    --hash=sha256:e006ea703d5c0f3d112b51ba18af73b58209b954acfe3d8da42eacc9a00e4be6 \
-    --hash=sha256:e3e5d1802cba785210a4a800e63fcee7a228649a880f3bf7f2aadccb151a834b \
-    --hash=sha256:e480d3dac06c89bc2e0fd87524cc38c546ac8b4a38177650745e64acbbcfdeba \
-    --hash=sha256:e50af656c15e2723eeb7279c0837e07accc594b95ec18b86821a4d44b51b24bf \
-    --hash=sha256:e83ce8008b48762be296f1401f19afd9ea29f3d035d1974e0cecb74e9afbd1df \
-    --hash=sha256:ed3b8281c5d0944d939c82db4ec2300409dd69ee087f7a75a94f2e301e855fb4 \
-    --hash=sha256:ef250a3f5e93182193f5c927c5e9575b2cb14b80d03e258bc0b89cc5de076b60 \
-    --hash=sha256:f1574566457161678297a116fa5d1556c5a4159d64c5ff7c760e7c564bf66f16 \
-    --hash=sha256:f26262900edd16272b6360014495e8d68379c6c6e95983f9b7b322dc928a1194 \
-    --hash=sha256:f28eac18a8733a124444643a66ac96fef2c0ad65f50034e0a043b90333dc677f \
-    --hash=sha256:f54840bea73541652f1170dc63402a5b776fc851ad36a842da9e5163c1f504a0 \
-    --hash=sha256:f785f44a44702dea89b28bce5bc82552490694ce4e144e21a4f0545e364d2150 \
-    --hash=sha256:f7cc00089b4c21847852c0ad76fb3680f9833b855a0d30bcec94211c435bff6b \
-    --hash=sha256:f95bd07f301135771559101c060f558e2cf896c7df00bec050ca7f93bf11585a \
-    --hash=sha256:fc8ced733d6cd9af5e412f256a32f7c61cd2d7371280a65c689939ac4572499f \
-    --hash=sha256:fd03e38068faeef937cc6761a250a4aaa015564bd0d61481fefcf15586d31825
+regex==2026.5.9 \
+    --hash=sha256:002205cafd2a9e78c6290c7d1df277bf3277b3b7a30e0b4bb0dac2e2e3f7cb2d \
+    --hash=sha256:01f0f5f55f4b64dacec85dc116d3c05fd23ad3ff037bbc73a2085775953c2611 \
+    --hash=sha256:01f28d868834624c934b8d2e0aa1c8341337e37831f4a012f18a5afcba4cbaf3 \
+    --hash=sha256:075160bf16658e16d35233300b8453aac25de4cbea808d22348b6979668e924d \
+    --hash=sha256:0de5cf193997384ed2ca6f1cd4f78055b255d93d82d5a8cd6ba0d11c10b167e4 \
+    --hash=sha256:0e1b1b4e496afbb24f4a62aba855ee4f88f25578927697b340702e48c9ee6bc2 \
+    --hash=sha256:0f03aa6898aaaac4592479821df16e68e8d0e29e903e65d8f2dfb2f19028a989 \
+    --hash=sha256:0f9eede6a5cbdc02d4978090186390936e1776a7d1359b21e41014c609880bcf \
+    --hash=sha256:1268eddd8486dc561d08eee1156e40aa3a8fe10f4bdec8fa653b455fcbffd12c \
+    --hash=sha256:15ee42209947f4ca045412eae98416317238163618ace2a8e54f99586a466733 \
+    --hash=sha256:164eba9b755ea6f244b0d881196fbc1fac09714e9782c9e2732b813142033c8e \
+    --hash=sha256:19c16ceb4a267a8789e25733e583983eeab9f0f8664e66b0bd1c5d21f14c2d4b \
+    --hash=sha256:1bd7587a2948b4085195d5a3374eaf4a425dc3e55784c038175355ecf3bbbf8a \
+    --hash=sha256:1e6da47d679b7010ef27556b6e0f99771b744936db1792a10ceac6547ae1503e \
+    --hash=sha256:205109e96b3cf5adf8f4cd62bedde9487feb282b9497a3535451e5a24cd706a0 \
+    --hash=sha256:2099f7e7ff7b6aa3192312650a56e91cc091e49d50b04e4f6f8b6e28b3b27f1c \
+    --hash=sha256:246de9d60aa3f8538b519834dd95cbf276ea263d6a7bd5a3666dc3fa0230505b \
+    --hash=sha256:24b2355ef5cc9aa5b8f07d17704face1c166fdcc2290fa7bd6e6c925655a8346 \
+    --hash=sha256:2a661a7d270a61f7cf460caee8b9fa2d5ef9e5c681234bcb9e0fe14f488e7dfc \
+    --hash=sha256:2acfb48634f64996b57f90f39afa692ff362162722581921fe92239a59960f3c \
+    --hash=sha256:2efa205e6d98b24d1f3ab395c11aa15cdf10935bca283d0285e0499c284fba21 \
+    --hash=sha256:31037c82eccb44b7ea2e9e221d7c01429430e989a1f4b91ea5a855f6017b509a \
+    --hash=sha256:3527bb4942d2c14552155406cdedd906567456821848aed1cb4933a391bf5eca \
+    --hash=sha256:39617fb0cde9c0e6306dc70e3bfc096f3da793219879f7ae7aa341a69fbdcf6d \
+    --hash=sha256:398c521292f4c7fb807001dcd54694d3a1fcafc179a36ad9cc56f98df85930b6 \
+    --hash=sha256:3b1e39888c5e0c7d92cea4fc777396c4a90363b05de75d02eb459a4752200808 \
+    --hash=sha256:3dd4a3ff360dfb836fecdb93a4598f9d6e2ac81e3e397125145c6221bf58cf4c \
+    --hash=sha256:3ddd90103f9e5c471c49c7852ecc1fe27c7e45eb99e977aefe7caa4e779f4f58 \
+    --hash=sha256:446ddd671e43ab535810c4b21cff7104945c701d4a14d1e6d1cd6f4e445a8bea \
+    --hash=sha256:45375819235558a4ff1c4971dc32881f022613abdb180128f5cb4768c1765a1c \
+    --hash=sha256:46f1326ca6e65b0879d23ca302c0f2415aad42ff0309b9c818e7949fe19a41d8 \
+    --hash=sha256:48036f6374aaa79eb3b754ec29c61d1c6b1606749d705a13f8854fa2539671f6 \
+    --hash=sha256:4ebe8f0b5ec5a5024dc4a4c59f444c4e9afc5f2abdbb8962065b75d27fb971f9 \
+    --hash=sha256:4eeb011098fcb77af513dcef521a3dbecbf8849b1e38940759d293b7a93f5026 \
+    --hash=sha256:508f56a89ba9cb26e4168cbc37dbd60a28d82430a9e18ad1d25fe0883c314ca2 \
+    --hash=sha256:5604dfd046dc37eca90250fc3be938b076c8059fa772ac0ed6f499b0f0fb0415 \
+    --hash=sha256:56a33f191f17d8c417f99945ebdc1e691d3af9605d86ec68c7e54a57e3e17af6 \
+    --hash=sha256:57e8915c7986aa33d25e4d3629cef711cd2863f2961b10409f0c04cb8b7d9020 \
+    --hash=sha256:57eeeb05db7979413dec5438f2db21d7ecbba787cde7a711df1a6f6df672aa06 \
+    --hash=sha256:5b73ab8afcf66c622db143d1c6fda4e58e4d537ee4f125229ad47b1ab80f34c0 \
+    --hash=sha256:5e41809d2683fcde7d5a8c87a6567ba1fb1ce0de9f31bff578de00a4b2d76daa \
+    --hash=sha256:6351571c8a42b505eb555c0dc47d740d0fb66977dc142919eea6f4325b7c56a0 \
+    --hash=sha256:6441cc660d76107934a09c22167200839a0e89604a6297f78a974e66e931d2c0 \
+    --hash=sha256:65c8c8c37377794bd5b2f3ebe51919042bf17aec802e23c833d89782ed0c78af \
+    --hash=sha256:6ba42b2e7e7f46cf68cc6a5ca36fa07959f9bbd9c6bdcc47b6ee76549a590248 \
+    --hash=sha256:71b61c5bfe1c806332defc42ad6c780b3c55f661986d7f40283a3a88274b4c00 \
+    --hash=sha256:728d8bfd28a8845c8b6bc5dc7ce010453d206396786c0765c2740cb65f37791e \
+    --hash=sha256:7b92817338591505f282cf3864c145244b1edcf5381d237038df955001091538 \
+    --hash=sha256:7e30b874d341fac767d7df5a0870540541c2c054b80cfaac116e8d367a8a7ff2 \
+    --hash=sha256:7e87577720152d2caae19fe2baaf1f8d5ca12091e9e229f03915c37d1e4b9178 \
+    --hash=sha256:83d0ee4a57d1c87cb549e195ec300b8f0ec3a82eba66d835e4e2ed8634fe4499 \
+    --hash=sha256:8676474c07469d6f33dd1085ca2cd45f65785f32518f2b20e36d9953ca07f994 \
+    --hash=sha256:86f40a5d6444db30a125c9c9177e6b25dad981cbc37451fd838f145e6edac92e \
+    --hash=sha256:872acc074bd29ffc9913ecdfedf6ea77502312ca44a4aa0d3779089c6069d8de \
+    --hash=sha256:8abd33fef90b2a9efac5557d6033ca82d1195ed3a15fea5af15ba7b463c6a63b \
+    --hash=sha256:8c6e4218fbdfbcd4f6c19efca40930d24a621bf4b48cb76bc6640543bd28ef20 \
+    --hash=sha256:8e76e8161ad00694cfce6767d5dea860c6391ac5b83e5c3a39661e696f11fc7e \
+    --hash=sha256:8f3af7a4903c5c04a11a196a5aa75cdd7dd3f8508132f9fb3259d9f5908e3b88 \
+    --hash=sha256:91328f1c23d47595ca3ef0a7557fa129c5a23404b775c770697d2f35b33e0107 \
+    --hash=sha256:916714069da19329ef7de197dcbc77bb3104145c7c2c864dbfbe318f46b88b14 \
+    --hash=sha256:93a7860539414dddaefba2b40f8771765ae17949d4c7182b876ce429e11a8309 \
+    --hash=sha256:954cc214c04663ee6d266fc61739cad83054683048de65c5bd1d640ad28098ac \
+    --hash=sha256:96f5f58b54a063d7ea9dca08e1cf57bfe10499c4d579ee672da284f57f5f0070 \
+    --hash=sha256:97cf3bc1b7d7d2306772ec07366c80d9df00ff79e79cea32898883a646d2fae2 \
+    --hash=sha256:98bd73080e8756255137e1bd3f3f00295bbc5aa383c0e0f973920e9134d7c4ad \
+    --hash=sha256:992604d02e6d9c6d786c24a706a71ecffe1020fc1ef264044474cd81fa2c3919 \
+    --hash=sha256:a24852d3c29ad9e47593593d8a247c44ccc3d0548ef12c822d6ed0810affe676 \
+    --hash=sha256:a6a563446a41adc451393dc6b8e6ad87979efaee3c8738690a8d1b08ebead1b4 \
+    --hash=sha256:a8234aa23ec39894bfe4a3f1b85616a7032481964a13ac6fc9f10de4f6fca270 \
+    --hash=sha256:a8820737949116ffff55fe18f9fc644530063ba6ebfcb8314239416e78f1347c \
+    --hash=sha256:a9e1328e17c84c1a5d22ec9f785ecef4a967fab9a42b6a8dc3bcbebd0a0c9e44 \
+    --hash=sha256:aa0fbdbac82cb3e4450d0ccde7d7a35607f4cb2dd9fba4b8b69bfaf8c9fa6aed \
+    --hash=sha256:b310768746dd314ea6e2ff4cc89ef215426813396ff4e94ee8e6f7096c8b6e03 \
+    --hash=sha256:b46b0f094dc1d3b90356c85a0bd2c9bafc4a6a190b9d6f8ddd5a033b6e088ed4 \
+    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
+    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
+    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
+    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
+    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
+    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
+    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
+    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
+    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
+    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
+    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
+    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
+    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
+    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
+    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
+    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
+    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
+    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
+    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
+    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
-requests==2.33.1 \
-    --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
-    --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
+requests==2.34.0.dev1 \
+    --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
+    --hash=sha256:c8749aeb3c4b204f80fd288f7507378c9afe66a3f189fb43fd77ea33e74d7564
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -2375,7 +2449,6 @@ typing-extensions==4.15.0 \
     #   aiosignal
     #   anyio
     #   apache-beam
-    #   betterproto
     #   google-cloud-aiplatform
     #   google-genai
     #   grpcio
@@ -2390,9 +2463,9 @@ typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
     --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
     # via pydantic
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via requests
 websockets==16.0 \
     --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
@@ -2587,9 +2660,9 @@ yarl==1.23.0 \
     --hash=sha256:fe8f8f5e70e6dbdfca9882cd9deaac058729bcf323cf7a58660901e55c9c94f6 \
     --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d
     # via aiohttp
-zipp==3.23.0 \
-    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e \
-    --hash=sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166
+zipp==3.23.1 \
+    --hash=sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc \
+    --hash=sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110
     # via importlib-metadata
 zstandard==0.25.0 \
     --hash=sha256:011d388c76b11a0c165374ce660ce2c8efa8e5d87f34996aa80f9c0816698b64 \
@@ -2697,5 +2770,7 @@ zstandard==0.25.0 \
 setuptools==82.0.1 \
     --hash=sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9 \
     --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
-    # via -r python/default_base_bqmonitor_requirements.txt
+    # via
+    #   -r python/default_base_bqmonitor_requirements.txt
+    #   grpcio-tools
 
diff --git a/python/src/main/python/bigquery-anomaly-detection/src/bqmonitor/pipeline.py b/python/src/main/python/bigquery-anomaly-detection/src/bqmonitor/pipeline.py
index 2d01743b55..f2fb6a9540 100644
--- a/python/src/main/python/bigquery-anomaly-detection/src/bqmonitor/pipeline.py
+++ b/python/src/main/python/bigquery-anomaly-detection/src/bqmonitor/pipeline.py
@@ -17,204 +17,16 @@
 """Anomaly monitoring pipeline for BigQuery tables.
 
 Reads streaming CDC data from BigQuery, computes a configurable windowed
-metric, runs anomaly detection, and publishes anomalies to Pub/Sub.
+metric, runs anomaly detection, and emits anomalies to Pub/Sub and/or a
+REST webhook. Run as a Dataflow Flex Template or locally with DirectRunner.
 
-Designed to be run as a Dataflow Flex Template or locally with DirectRunner.
+Alerts are rate-limited by default with a 10-minute session-window gap;
+tune via ``--alert_cooldown_seconds`` (0 disables). The optional BigQuery
+sink table records every anomaly regardless.
 
-Usage (Flex Template)::
-
-    gcloud dataflow flex-template run "sales-monitor-$(date +%Y%m%d)" \\
-        --template-file-gcs-location "gs://bucket/anomaly_monitor.json" \\
-        --parameters table="project:dataset.table" \\
-        --parameters metric_spec='{"aggregation":{"window":{"type":"fixed","size_seconds":3600},"measures":[{"field":"transaction_amount","agg":"SUM","alias":"revenue"}]}}' \\
-        --parameters detector_spec='{"type":"ZScore"}' \\
-        --region us-central1
-
-Usage (PrismRunner)::
-
-    python main.py \\
-        --table=project:dataset.table \\
-        --metric_spec='{"aggregation":{"window":{"type":"fixed","size_seconds":3600},"measures":[{"field":"transaction_amount","agg":"SUM","alias":"revenue"}]}}' \\
-        --detector_spec='{"type":"ZScore"}' \\
-        --runner=PrismRunner
-
-Usage (DataflowRunner)::
-
-    python main.py \\
-        --table=project:dataset.table \\
-        --metric_spec='<json>' \\
-        --detector_spec='<json>' \\
-        --runner=DataflowRunner \\
-        --project=my-project \\
-        --region=us-central1 \\
-        --temp_location=gs://bucket/temp \\
-        --staging_location=gs://bucket/staging \\
-        --setup_file=./setup.py
-
-
-metric_spec JSON Reference
-==========================
-
-Top-level ``metric_spec`` object::
-
-    {
-      "aggregation": { ... },           # required
-      "derived_fields": [ ... ],         # optional, pre-aggregation
-      "measure_combiner": { ... }        # optional (required if >1 measure)
-    }
-
-aggregation
------------
-::
-
-    "aggregation": {
-      "window": {
-        "type": "fixed" | "sliding",
-        "size_seconds": <number>,        # window size in seconds
-        "period_seconds": <number>       # slide period (required for sliding)
-      },
-      "group_by": ["field1", "field2"],  # optional, omit for global agg
-      "measures": [
-        {"field": "<col>", "agg": "<AGG>", "alias": "<name>"},
-        ...
-      ]
-    }
-
-Aggregation operators (``agg``): ``SUM``, ``COUNT``, ``MIN``, ``MAX``, ``MEAN``.
-
-For ``COUNT``, the ``field`` value is ignored — it counts all rows in the
-group.
-
-Expressions
------------
-Both ``measure_combiner.expression`` and ``derived_fields[].expression``
-are Python expression strings. Bare names are field references, and the
-following syntax is supported:
-
-- Arithmetic: ``+``, ``-``, ``*``, ``/``, ``//``, ``%``, ``**``
-- Comparisons: ``==``, ``!=``, ``<``, ``<=``, ``>``, ``>=``
-- Boolean logic: ``and``, ``or``, ``not``
-- Negation: ``-field``
-- Conditional: ``true_val if condition else false_val``
-- Functions: ``abs()``, ``min()``, ``max()``, ``round()``
-- Grouping: parentheses for precedence
-
-``measure_combiner`` references measure aliases and is validated at
-pipeline construction time.
-
-derived_fields
---------------
-Computed before aggregation. Each entry creates a new column available to
-measures::
-
-    "derived_fields": [
-      {"name": "is_success", "expression": "1 if status == 'success' else 0"}
-    ]
-
-measure_combiner
-----------------
-Post-aggregation expression that combines measure aliases into a single
-value. Required when there are multiple measures (e.g., ratio metrics)::
-
-    "measure_combiner": {"expression": "clicks / impressions"}
-    "measure_combiner": {"expression": "(successes + partial) / total"}
-
-
-detector_spec JSON Reference
-=============================
-
-Top-level ``detector_spec`` object::
-
-    {"type": "<DetectorName>", "config": { ... }}
-
-The ``type`` must be a registered ``@specifiable`` detector class name.
-``config`` keys map to that class's ``__init__`` parameters plus inherited
-``AnomalyDetector`` parameters.
-
-Common AnomalyDetector parameters (all detectors)::
-
-    "config": {
-      "threshold_criterion": { ... },       # optional, see below
-      "model_id": "<string>"                # optional detector ID
-    }
-
-``features`` is automatically set to ``['value']`` to match
-``ComputeMetric`` output; it does not need to be specified.
-
-window_size
------------
-All detectors maintain an internal sliding window of recent values for their
-statistical trackers (mean, stdev, quantiles, etc.).  The default is 1000
-data points.  Use ``window_size`` as a shorthand to override this for all
-internal trackers at once::
-
-    {"type": "ZScore", "config": {"window_size": 500}}
-
-Available detectors
--------------------
-
-**ZScore** — ``|value - mean| / stdev`` (default threshold: 3)::
-
-    {"type": "ZScore"}
-
-**IQR** — Interquartile Range (default threshold: 1.5)::
-
-    {"type": "IQR"}
-
-**RobustZScore** — Modified Z-Score using median/MAD (default threshold: 3.5)::
-
-    {"type": "RobustZScore"}
-
-threshold_criterion
--------------------
-Override the default threshold by nesting a specifiable threshold object.
-
-**FixedThreshold** — static cutoff (scores >= cutoff are outliers)::
-
-    "threshold_criterion": {
-      "type": "FixedThreshold",
-      "config": {"cutoff": 10}
-    }
-
-**QuantileThreshold** — dynamic cutoff at a quantile of observed scores::
-
-    "threshold_criterion": {
-      "type": "QuantileThreshold",
-      "config": {"quantile": 0.95}
-    }
-
-Both accept optional ``normal_label`` (default 0), ``outlier_label``
-(default 1), and ``missing_label`` (default -2).
-
-**Threshold** — fixed threshold alert based on a boolean expression.
-No warmup period, no history buffer. Alerts whenever the expression
-evaluates to true::
-
-    {"type": "Threshold", "expression": "value >= 0.5"}
-    {"type": "Threshold", "expression": "value > 100 or value < -100"}
-    {"type": "Threshold", "expression": "value <= 0.01"}
-
-The expression receives the computed metric as ``value`` and supports
-all safe expression operators (see Expressions section above).
-
-
-Examples
---------
-
-Simple SUM metric with ZScore::
-
-    --metric_spec='{"aggregation":{"window":{"type":"fixed","size_seconds":3600},"measures":[{"field":"transaction_amount","agg":"SUM","alias":"revenue"}]}}'
-    --detector_spec='{"type":"ZScore"}'
-
-Grouped ratio metric (CTR) with ZScore::
-
-    --metric_spec='{"aggregation":{"window":{"type":"fixed","size_seconds":10},"group_by":["campaign_type","browser_version"],"measures":[{"field":"is_click","agg":"SUM","alias":"clicks"},{"field":"is_click","agg":"COUNT","alias":"impressions"}]},"measure_combiner":{"expression":"clicks / impressions"}}'
-    --detector_spec='{"type":"ZScore"}'
-
-Derived field + ratio + custom threshold::
-
-    --metric_spec='{"derived_fields":[{"name":"is_success","expression":"1 if status == \\'success\\' else 0"}],"aggregation":{"window":{"type":"fixed","size_seconds":10},"group_by":["brand_name","category"],"measures":[{"field":"is_success","agg":"SUM","alias":"successes"},{"field":"is_success","agg":"COUNT","alias":"total"}]},"measure_combiner":{"expression":"successes / total"}}'
-    --detector_spec='{"type":"ZScore","config":{"threshold_criterion":{"type":"FixedThreshold","config":{"cutoff":10}}}}'
+See ``python main.py --help`` for the full set of options and their
+JSON-schema details (``--metric_spec``, ``--detector_spec``,
+``--webhook_spec``).
 """
 
 import json
@@ -226,12 +38,21 @@
 from typing import Any
 from typing import Optional
 
+import google.auth
+from google.auth.transport.requests import AuthorizedSession
+
 import apache_beam as beam
+from apache_beam.coders import coders
 from apache_beam.io.gcp.bigquery import WriteToBigQuery
 from apache_beam.io.gcp.pubsub import WriteToPubSub
+from apache_beam.metrics import Metrics
 from apache_beam.options.pipeline_options import PipelineOptions
 from apache_beam.options.pipeline_options import SetupOptions
+from apache_beam.transforms.async_dofn import AsyncWrapper
+from apache_beam.transforms.userstate import ReadModifyWriteStateSpec
 from apache_beam.utils.timestamp import Duration
+from apache_beam.io.gcp import bigquery_tools
+from apache_beam.io.gcp.internal.clients import bigquery
 
 from bqmonitor.metric import ComputeMetric
 from bqmonitor.metric import FanoutStrategy
@@ -254,6 +75,30 @@
 
 _SUPPORTED_DETECTORS = ('ZScore', 'IQR', 'RobustZScore', 'RelativeChange')
 
+_WEBHOOK_DEFAULT_SCOPES = ('https://www.googleapis.com/auth/cloud-platform',)
+_WEBHOOK_DEFAULT_METHOD = 'POST'
+# Default timeout is 10 minutes
+_WEBHOOK_DEFAULT_TIMEOUT_SEC = 600.0
+# AsyncWrapper parallelism: how many in-flight requests one worker can have.
+_WEBHOOK_DEFAULT_PARALLELISM = 5
+# How often the AsyncWrapper timer fires to harvest finished futures.
+_WEBHOOK_DEFAULT_CALLBACK_FREQUENCY_SEC = 30.0
+_WEBHOOK_ALLOWED_METHODS = frozenset({'POST', 'PUT', 'PATCH'})
+_WEBHOOK_KNOWN_KEYS = frozenset({
+    'endpoint', 'body', 'method', 'headers', 'scopes', 'timeout_seconds',
+    'parallelism', 'callback_frequency_seconds',
+})
+
+# 4xx codes that are still transient: server is telling us to back off
+# or retry later. All 5xx codes are also treated as transient. Every
+# other 4xx is treated as a permanent client-side problem (bad URL, bad
+# auth, bad payload schema) and the anomaly is dropped rather than
+# retried indefinitely.
+_TRANSIENT_RETRY_STATUSES = frozenset({408, 425, 429})
+
+# Synthetic key attached to unkeyed pipelines' elements so they can flow
+# through stateful DoFns. _unpack_result translates it back to None.
+_UNKEYED_SENTINEL = '__bqm_unkeyed__'
 
 @dataclass(frozen=True)
 class OffsetKey:
@@ -276,18 +121,6 @@ class OffsetKey:
 
 
 def _validate_topic_path(topic):
-  """Validate that a Pub/Sub topic is a full resource path.
-
-  Args:
-    topic: Full Pub/Sub topic path, e.g.
-        'projects/my-project/topics/my-topic'.
-
-  Returns:
-    The validated topic path.
-
-  Raises:
-    ValueError: If the topic is not a full resource path.
-  """
   if not (topic.startswith('projects/') and '/topics/' in topic):
     raise ValueError(
         f"--topic must be a full Pub/Sub resource path "
@@ -295,30 +128,34 @@ def _validate_topic_path(topic):
   return topic
 
 
-def _unpack_result(element):
-  """Unpack a possibly-keyed AnomalyResult element.
+def _is_keyed_pair(element):
+  return isinstance(element, tuple) and len(element) == 2
 
-  Returns:
-    (key, result) where key is None for unkeyed elements.
-  """
-  if isinstance(element, tuple) and len(element) == 2:
-    return element[0], element[1]
-  return None, element
 
+def _unpack_result(element):
+  """Returns ``(key, result)``. Internal sentinel keys are mapped to None."""
+  if _is_keyed_pair(element):
+    key, value = element
+    return (None if key == _UNKEYED_SENTINEL else key), value
+  return None, element
 
-def _parse_table_ref(table):
-  """Parse and validate a table reference string.
 
-  Args:
-    table: Table reference in 'project:dataset.table' or
-        'project.dataset.table' format.
+def _parse_message_metadata(metadata_str):
+  if not metadata_str:
+    return None
+  try:
+    metadata = json.loads(metadata_str)
+  except json.JSONDecodeError as e:
+    raise ValueError(
+        f'--message_metadata must be valid JSON: {e}') from e
+  if not isinstance(metadata, dict):
+    raise ValueError(
+        '--message_metadata must be a JSON object (dict), '
+        f'got {type(metadata).__name__}')
+  return metadata
 
-  Returns:
-    (project, dataset, table_name) tuple.
 
-  Raises:
-    ValueError: If the table string doesn't match the expected format.
-  """
+def _parse_table_ref(table):
   if not _TABLE_RE.match(table):
     raise ValueError(
         f"Invalid --table format: '{table}'. "
@@ -368,18 +205,10 @@ def process(self, element):
 
 
 class _ThresholdAlert(beam.DoFn):
-  """Evaluates a threshold expression against metric values.
+  """Emits AnomalyResult(label=1) when ``expression`` is truthy, else label=0.
 
-  Emits AnomalyResult elements consistent with the statistical detectors,
-  allowing threshold alerts to flow through the same logging and Pub/Sub
-  pipeline.
-
-  The expression is evaluated with ``value`` bound to the metric value.
-  If it evaluates to truthy, the element is labelled as an outlier (1);
-  otherwise it is labelled normal (0).
-
-  Example expressions: ``value >= 0.5``, ``value <= 0.01``,
-  ``value > 100 or value < -100``.
+  ``value`` is bound to the metric value. The output matches the shape
+  of the statistical detectors so downstream sinks are uniform.
   """
 
   def __init__(self, expression_text):
@@ -390,7 +219,7 @@ def setup(self):
     self._expr = Expr(self._expression_text)
 
   def process(self, element):
-    if isinstance(element, tuple) and len(element) == 2:
+    if _is_keyed_pair(element):
       key, row = element
     else:
       key, row = None, element
@@ -419,35 +248,56 @@ def process(self, element):
 })
 
 
-def _validate_message_format(format_str, metadata):
-  """Validate that all placeholders in format_str are resolvable.
-
-  Raises ValueError at pipeline construction if the format string
-  references a field that is neither a known anomaly field nor a key
-  in the user-provided metadata.
-  """
+def _validate_format_placeholders(format_str, known_fields, location=''):
   referenced = {
       fname for _, fname, _, _ in string.Formatter().parse(format_str)
       if fname is not None}
-  unknown = referenced - _ANOMALY_FIELDS - set(metadata or {})
+  unknown = referenced - known_fields
   if unknown:
+    loc = f' at {location}' if location else ''
     raise ValueError(
-        f'message_format references unknown fields: {sorted(unknown)}. '
-        f'Available anomaly fields: {sorted(_ANOMALY_FIELDS)}. '
-        f'Available metadata keys: {sorted(metadata or {})}.')
-
+        f'Template{loc} references unknown fields: {sorted(unknown)}. '
+        f'Allowed fields: {sorted(known_fields)}.')
 
-def _build_anomaly_fields(element):
-  """Extract template fields from an anomaly result element.
 
-  Returns (fields_dict, key, result) where fields_dict contains all
-  _ANOMALY_FIELDS with None values coerced to empty strings or 'null'.
+def _validate_message_format(format_str, metadata):
+  _validate_format_placeholders(
+      format_str, _ANOMALY_FIELDS | set(metadata or {}))
+
+
+def _validate_template_tree(tree, known_fields, location=''):
+  """Walks dicts/lists and validates every string leaf as a format string."""
+  if isinstance(tree, dict):
+    for k, v in tree.items():
+      _validate_template_tree(v, known_fields, location=f'{location}.{k}')
+  elif isinstance(tree, list):
+    for i, v in enumerate(tree):
+      _validate_template_tree(v, known_fields, location=f'{location}[{i}]')
+  elif isinstance(tree, str):
+    _validate_format_placeholders(tree, known_fields, location=location)
+
+
+def _substitute_template_tree(tree, fields):
+  """Returns a new tree with every string leaf format-substituted."""
+  if isinstance(tree, dict):
+    return {k: _substitute_template_tree(v, fields) for k, v in tree.items()}
+  if isinstance(tree, list):
+    return [_substitute_template_tree(v, fields) for v in tree]
+  if isinstance(tree, str):
+    return tree.format(**fields)
+  return tree
+
+
+def _build_anomaly_fields(key, result):
+  """Returns the ``_ANOMALY_FIELDS``-keyed dict used for template substitution.
+
+  None-valued prediction fields are coerced to ``''`` or ``'null'`` for
+  safe interpolation into user-supplied format strings.
   """
-  key, result = _unpack_result(element)
   prediction = result.predictions[0]
   example = result.example
 
-  fields = {
+  return {
       'value': example.value,
       'score': prediction.score if prediction.score is not None else 'null',
       'label': prediction.label,
@@ -459,29 +309,25 @@ def _build_anomaly_fields(element):
       'window_start': example.window_start.to_rfc3339(),
       'window_end': example.window_end.to_rfc3339(),
   }
-  return fields, key, result
-
 
-class _FormatAnomalyAsJson(beam.DoFn):
-  """Converts anomaly results (label == 1) to byte strings for Pub/Sub.
 
-  Supports two modes:
+def _compute_anomaly_message(fields, message_format, message_metadata):
+  if message_format is None:
+    return (
+        f'Anomaly detected value={fields["value"]}'
+        f' score={fields["score"]}'
+        f' in window={fields["window_start"]}-{fields["window_end"]}')
+  # Anomaly fields win on key collision with metadata.
+  merged = {**(message_metadata or {}), **fields}
+  return message_format.format(**merged)
 
-  1. **Default** (no ``message_format``): emits a JSON object with
-     ``event_description``, ``agent_id``, and optionally ``key``.
 
-  2. **Custom format** (``message_format`` provided): evaluates the
-     Python format string with anomaly fields and user metadata, then
-     emits the result as UTF-8 bytes. The output does not need to be
-     JSON — it can be any string the downstream consumer expects.
+class _FormatAnomalyAsJson(beam.DoFn):
+  """Renders an anomaly for Pub/Sub as UTF-8 bytes.
 
-  Args:
-    message_format: Optional Python format string. Available fields:
-        ``{value}``, ``{score}``, ``{label}``, ``{threshold}``,
-        ``{model_id}``, ``{info}``, ``{key}``, ``{window_start}``,
-        ``{window_end}``, plus any keys from ``message_metadata``.
-    message_metadata: Optional dict of static key-value pairs that
-        are available as additional format fields.
+  If ``message_format`` is set, emits ``message_format.format(...)``.
+  Otherwise emits a default JSON envelope. Inputs are assumed already
+  filtered to outliers by the upstream pipeline.
   """
 
   def __init__(self, message_format=None, message_metadata=None):
@@ -489,26 +335,22 @@ def __init__(self, message_format=None, message_metadata=None):
     self._message_metadata = message_metadata or {}
 
   def process(self, element):
-    fields, key, result = _build_anomaly_fields(element)
-    prediction = result.predictions[0]
-    if prediction.label != 1:
-      return
+    key, result = _unpack_result(element)
+    fields = _build_anomaly_fields(key, result)
+    message = _compute_anomaly_message(
+        fields, self._message_format, self._message_metadata)
 
     if self._message_format is not None:
-      merged = dict(self._message_metadata)
-      merged.update(fields)
-      yield self._message_format.format(**merged).encode('utf-8')
-    else:
-      payload = {
-          'event_description': (
-              f'Anomaly detected value={fields["value"]}'
-              f' score={fields["score"]}'
-              f' in window={fields["window_start"]}-{fields["window_end"]}'),
-          'agent_id': fields['model_id'],
-      }
-      if key is not None:
-        payload['key'] = str(key)
-      yield json.dumps(payload).encode('utf-8')
+      yield message.encode('utf-8')
+      return
+
+    payload = {
+        'event_description': message,
+        'agent_id': fields['model_id'],
+    }
+    if key is not None:
+      payload['key'] = str(key)
+    yield json.dumps(payload).encode('utf-8')
 
 
 _SINK_SCHEMA = {
@@ -524,6 +366,176 @@ def process(self, element):
 }
 
 
+def _anomaly_id(value):
+  """Stable hashable identity per anomaly. Used as AsyncWrapper's id_fn
+  for dedup across runner replays — must survive a serialize/deserialize
+  round-trip, hence (window_micros, model_id) rather than object identity."""
+  example = value.example
+  prediction = value.predictions[0]
+  return (
+      example.window_start.micros,
+      example.window_end.micros,
+      prediction.model_id or '',
+  )
+
+
+def _key_anomaly_for_async(element):
+  """Ensure (str, V) shape. Keys are stringified because AsyncWrapper's
+  ``next_time_to_fire`` calls ``random.seed(key)`` which rejects tuples
+  (upstream keyed pipelines emit tuple keys like ``('campaign_a',)``).
+  Unkeyed pipelines get the sentinel."""
+  if _is_keyed_pair(element):
+    key, value = element
+    return (str(key), value)
+  return (_UNKEYED_SENTINEL, element)
+
+
+def _is_outlier(element):
+  result = element[1] if _is_keyed_pair(element) else element
+  return result.predictions[0].label == 1
+
+
+class _RateLimitAlerts(beam.DoFn):
+  """Per-key session-window debounce for alerts. ``window_end`` is "now".
+
+  Fires iff first event for the key OR gap from the prior event ≥ cooldown.
+  ``last_event_micros`` advances on every event (including suppressed
+  ones), so continuous outliers keep the session open — the classic
+  session-window invariant. ``cooldown_seconds <= 0`` makes the DoFn a
+  pass-through so the cooldown can be toggled via Dataflow ``--update``
+  without changing the pipeline graph.
+
+  Example (cooldown=10 min)::
+
+      T0  → fire    (no prior)            last_event := T0
+      T1  → suppress (T1-T0  =  1 < 10)   last_event := T1
+      T8  → suppress (T8-T0  =  8 < 10)   last_event := T8
+      T19 → fire    (T19-T8 = 11 ≥ 10)    last_event := T19
+  """
+
+  LAST_EVENT_MICROS = ReadModifyWriteStateSpec(
+      'last_event_micros', coders.VarIntCoder())
+
+  def __init__(self, cooldown_seconds):
+    self._cooldown_seconds = cooldown_seconds
+    self._cooldown_micros = int(cooldown_seconds * 1_000_000)
+
+  def process(self, element,
+              last_event=beam.DoFn.StateParam(LAST_EVENT_MICROS)):
+    _, result = element
+
+    if self._cooldown_micros <= 0:
+      yield element
+      return
+
+    # Defense-in-depth: the upstream filter should have dropped non-outliers,
+    # but if it ever goes missing they must not poison the session state.
+    if result.predictions[0].label != 1:
+      yield element
+      return
+
+    now_micros = result.example.window_end.micros
+    last = last_event.read()
+
+    fires = last is None or (now_micros - last) >= self._cooldown_micros
+    last_event.write(now_micros)
+
+    if fires:
+      yield element
+      return
+
+    window_str = (
+        f"{result.example.window_start.to_rfc3339()}/"
+        f"{result.example.window_end.to_rfc3339()}")
+    gap_sec = (now_micros - last) // 1_000_000
+    _LOGGER.info(
+        'Alert suppressed for window=%s: still active '
+        '(prior anomaly %ds ago, cooldown=%.0fs); '
+        'not notifying external systems.',
+        window_str, gap_sec, self._cooldown_seconds)
+
+
+class _PostAnomalyToWebhook(beam.DoFn):
+  """POSTs each anomaly to ``webhook_spec.endpoint`` using ADC.
+
+  String leaves in ``body`` and ``headers`` are format-substituted with
+  ``anomaly fields | message_metadata | {anomaly_message}``.
+
+  Response handling (because streaming Dataflow retries bundles
+  indefinitely, we cannot blindly raise on every non-2xx — that would
+  block the pipeline on a misconfigured request):
+    * 2xx → success.
+    * 5xx, 408, 425, 429 → raise (transient; bundle retries).
+    * Other 4xx → log + drop + increment ``dropped_permanent_4xx`` metric.
+  Network errors propagate as-is so Beam's bundle retry handles them.
+  """
+
+  _DROPPED_4XX_COUNTER = Metrics.counter(
+      'bqmonitor.webhook', 'dropped_permanent_4xx')
+
+  def __init__(self, webhook_spec, message_format, message_metadata):
+    self._webhook_spec = webhook_spec
+    self._message_format = message_format
+    self._message_metadata = message_metadata or {}
+    self._session = None
+
+  def setup(self):
+    creds, _ = google.auth.default(scopes=self._webhook_spec['scopes'])
+    self._session = AuthorizedSession(creds)
+
+  def process(self, element):
+    key, result = _unpack_result(element)
+    fields = _build_anomaly_fields(key, result)
+    anomaly_message = _compute_anomaly_message(
+        fields, self._message_format, self._message_metadata)
+
+    merged = dict(self._message_metadata)
+    merged.update(fields)
+    merged['anomaly_message'] = anomaly_message
+
+    body = _substitute_template_tree(self._webhook_spec['body'], merged)
+    headers = _substitute_template_tree(self._webhook_spec['headers'], merged)
+
+    window_str = f"{fields['window_start']}/{fields['window_end']}"
+    model_id = fields['model_id'] or '<none>'
+
+    start_monotonic = time.monotonic()
+    resp = self._session.request(
+        method=self._webhook_spec['method'],
+        url=self._webhook_spec['endpoint'],
+        json=body,
+        headers=headers or None,
+        timeout=self._webhook_spec['timeout_seconds'])
+    elapsed_sec = time.monotonic() - start_monotonic
+
+    status = resp.status_code
+    if 200 <= status < 300:
+      _LOGGER.info(
+          'Webhook %s %s posted anomaly window=%s model_id=%s '
+          'in %.2fs (status=%d).',
+          self._webhook_spec['method'], self._webhook_spec['endpoint'],
+          window_str, model_id, elapsed_sec, status)
+      return
+
+    if status >= 500 or status in _TRANSIENT_RETRY_STATUSES:
+      _LOGGER.warning(
+          'Webhook %s %s returned transient status %d after %.2fs for '
+          'anomaly window=%s model_id=%s; bundle will retry. '
+          'Response: %s',
+          self._webhook_spec['method'], self._webhook_spec['endpoint'],
+          status, elapsed_sec, window_str, model_id, resp.text[:500])
+      raise RuntimeError(
+          f'Webhook returned transient status {status}; retrying bundle.')
+
+    _LOGGER.error(
+        'Webhook %s %s returned permanent status %d after %.2fs for '
+        'anomaly window=%s model_id=%s; dropping anomaly. '
+        'Response: %s',
+        self._webhook_spec['method'], self._webhook_spec['endpoint'],
+        status, elapsed_sec, window_str, model_id, resp.text[:500])
+    self._DROPPED_4XX_COUNTER.inc()
+
+
 class _FormatResultForBQ(beam.DoFn):
   """Converts all AnomalyResult elements to BQ row dicts."""
   def process(self, element):
@@ -604,7 +616,34 @@ def _add_argparse_args(cls, parser):
         '--topic',
         default=None,
         help='Pub/Sub topic for anomaly results. '
-        'Full path: projects/<project>/topics/<topic>.')
+        'Full path: projects/<project>/topics/<topic>. '
+        'Optional: at least one of --topic or --webhook_spec must be set.')
+    parser.add_argument(
+        '--webhook_spec',
+        default=None,
+        help='JSON object configuring a REST webhook for anomaly results. '
+        'Required keys: endpoint (http/https URL), body (JSON object/array). '
+        'Optional keys: method (POST/PUT/PATCH, default POST), headers (object), '
+        'scopes (list of OAuth scopes; default cloud-platform), '
+        'timeout_seconds (default 600, i.e. 10 min), parallelism (max '
+        'concurrent in-flight '
+        'POSTs per worker; default 5), callback_frequency_seconds (how often '
+        'the async wrapper sweeps finished futures; default 30). '
+        'String leaves in body and headers are Python-format-substituted '
+        'against anomaly fields, --message_metadata keys, and the synthetic '
+        '{anomaly_message} field (which equals --message_format output, or a '
+        'default natural-language summary). At least one of --topic or '
+        '--webhook_spec must be set. '
+        'Example: '
+        '\'{"endpoint":'
+        '"https://geminidataanalytics.googleapis.com/v1alpha/projects/MY_PROJECT/'
+        'locations/global:chat",'
+        '"body":{"messages":[{"userMessage":{"text":"{anomaly_message}",'
+        '"runtime_params":{"workflow_params":{'
+        '"workflow_agent":"projects/MY_PROJECT/locations/global/dataAgents/AGENT_ID",'
+        '"action":"EXECUTE"}}}}],'
+        '"dataAgentContext":{"dataAgent":'
+        '"projects/MY_PROJECT/locations/global/dataAgents/AGENT_ID"}}}\'')
     parser.add_argument(
         '--log_all_results',
         default='false',
@@ -644,6 +683,18 @@ def _add_argparse_args(cls, parser):
         default=400,
         help='Number of shards for sharded or hotkey_fanout strategies. '
         'Ignored for none and precombine. Default: 400.')
+    parser.add_argument(
+        '--alert_cooldown_seconds',
+        type=float,
+        default=600.0,
+        help='Session-window gap (in seconds) for debouncing alerts to '
+        'external systems (Pub/Sub, webhook). Per anomaly key, the first '
+        'anomaly fires immediately; subsequent anomalies are suppressed '
+        '(logged INFO as "still active") until a gap of at least this '
+        'many seconds passes between consecutive anomalies. Continuous '
+        'anomalies extend the active-alert window. The BigQuery sink '
+        'table is unaffected and records every anomaly. Set to 0 to '
+        'disable rate limiting. Default: 600 (10 minutes).')
 
 
 # ---------------------------------------------------------------------------
@@ -652,11 +703,6 @@ def _add_argparse_args(cls, parser):
 
 
 def _parse_metric_spec(json_str):
-  """Parse a MetricSpec from a JSON string.
-
-  Raises:
-    ValueError: If the JSON is malformed or the spec is invalid.
-  """
   try:
     d = json.loads(json_str)
   except json.JSONDecodeError as e:
@@ -670,14 +716,9 @@ def _parse_metric_spec(json_str):
 
 
 def _dict_to_spec(d):
-  """Recursively convert nested dicts with ``type`` keys into Spec objects.
-
-  ``json.loads`` produces plain dicts, but ``Specifiable.from_spec`` expects
-  ``Spec`` objects for nested specifiables (e.g. ``threshold_criterion``
-  inside a detector config).  Without this conversion the nested dict passes
-  through ``_specifiable_from_spec_helper`` unchanged and the detector
-  receives a raw dict instead of the expected ``ThresholdFn`` instance.
-  """
+  """Recursively turns nested ``{"type": ..., "config": ...}`` dicts into
+  ``Spec`` objects. ``Specifiable.from_spec`` requires ``Spec`` for nested
+  specifiables (e.g. ``threshold_criterion``)."""
   if isinstance(d, dict) and 'type' in d:
     config = d.get('config', {})
     if config:
@@ -689,19 +730,9 @@ def _dict_to_spec(d):
 
 
 def _expand_window_size(d):
-  """Expand ``window_size`` shorthand into detector-specific tracker configs.
-
-  Instead of constructing deeply nested tracker specs, users can write::
-
-      {"type": "ZScore", "config": {"window_size": 500}}
-
-  This expands into the full nested tracker configuration that each detector
-  type expects.  If the user already set explicit tracker configs, those take
-  precedence (``setdefault`` semantics).
-
-  Raises:
-    ValueError: If window_size is not a positive integer.
-  """
+  """Expands the ``window_size`` shorthand into the detector-specific
+  tracker configs each ``Specifiable`` detector expects. User-supplied
+  tracker configs win (``setdefault`` semantics)."""
   config = d.get('config', {})
   ws = config.pop('window_size', None)
   if ws is None:
@@ -758,45 +789,11 @@ def _expand_window_size(d):
 
 
 def _parse_detector_spec(json_str):
-  """Parse an anomaly detector from a JSON Spec string.
-
-  The JSON should have the form::
-
-      {"type": "ZScore"}
-
-  Nested specifiable objects (e.g. ``threshold_criterion``) are supported::
-
-      {"type": "ZScore", "config": {
-          "threshold_criterion": {"type": "FixedThreshold", "config": {"cutoff": 10}}
-      }}
-
-  A ``window_size`` shorthand sets the history buffer for all internal
-  trackers::
-
-      {"type": "ZScore", "config": {"window_size": 500}}
-
-  **Threshold** — a simple fixed-threshold alerter that evaluates a boolean
-  expression against the metric value. No warmup period, no history::
-
-      {"type": "Threshold", "expression": "value >= 0.5"}
-      {"type": "Threshold", "expression": "value > 100 or value < -100"}
-
-  The expression may use ``value`` (the computed metric) and all safe
-  expression operators (see Expressions section above).
-
-  For statistical detectors, the ``type`` field must match a registered
-  @specifiable detector class (e.g. ZScore, IQR, RobustZScore).
-
-  ``features`` is automatically set to ``['value']`` to match the output of
-  ``ComputeMetric``. Any user-supplied ``features`` is overwritten.
-
-  Returns:
-    For statistical detectors: an instantiated AnomalyDetector.
-    For Threshold: a ``_ThresholdAlert`` DoFn instance.
+  """Parses ``--detector_spec`` JSON into a detector instance.
 
-  Raises:
-    ValueError: If the JSON is malformed, detector type is unknown, or
-        the spec is otherwise invalid.
+  Returns an ``AnomalyDetector`` for statistical types, a
+  ``RelativeChangeConfig`` for RelativeChange, or a ``_ThresholdAlert``
+  DoFn for Threshold. Raises ValueError on malformed input.
   """
   try:
     d = json.loads(json_str)
@@ -875,49 +872,137 @@ def _parse_detector_spec(json_str):
 
 
 # ---------------------------------------------------------------------------
-# Preflight checks
+# Webhook spec parsing
 # ---------------------------------------------------------------------------
 
+def _parse_webhook_spec(json_str, message_metadata):
+  """Parses ``--webhook_spec`` JSON and returns a dict with defaults applied.
 
-def _preflight_checks(options, metric_spec):
-  """Validate GCP resources are accessible before building the pipeline.
+  See the ``--webhook_spec`` argparse help for the schema.
+  """
+  try:
+    spec = json.loads(json_str)
+  except json.JSONDecodeError as e:
+    raise ValueError(
+        f"Invalid JSON in --webhook_spec: {e}. "
+        f"Value: {json_str[:200]}") from e
 
-  Checks:
-    - BigQuery source table exists and is readable.
-    - Required metric columns exist in the source table (dry-run query).
-    - BigQuery temp dataset is writable (if specified) or datasets.create
-      permission exists (dry-run only — does not actually create).
-    - Pub/Sub topic exists.
+  if not isinstance(spec, dict):
+    raise ValueError(
+        f"--webhook_spec must be a JSON object, "
+        f"got {type(spec).__name__}")
 
-  Logs warnings and continues if a check cannot be performed (e.g. missing
-  client library). Raises ValueError on definite failures.
-  """
+  unknown = set(spec) - _WEBHOOK_KNOWN_KEYS
+  if unknown:
+    raise ValueError(
+        f"--webhook_spec contains unknown keys: {sorted(unknown)}. "
+        f"Allowed keys: {sorted(_WEBHOOK_KNOWN_KEYS)}")
+
+  if 'endpoint' not in spec:
+    raise ValueError("--webhook_spec is missing required 'endpoint' field")
+  endpoint = spec['endpoint']
+  if not isinstance(endpoint, str) or not (
+      endpoint.startswith('http://') or endpoint.startswith('https://')):
+    raise ValueError(
+        f"--webhook_spec.endpoint must be an http(s) URL, got: {endpoint!r}")
+
+  if 'body' not in spec:
+    raise ValueError("--webhook_spec is missing required 'body' field")
+  body = spec['body']
+  if not isinstance(body, (dict, list)):
+    raise ValueError(
+        f"--webhook_spec.body must be a JSON object or array, "
+        f"got {type(body).__name__}")
+
+  method = str(spec.get('method', _WEBHOOK_DEFAULT_METHOD)).upper()
+  if method not in _WEBHOOK_ALLOWED_METHODS:
+    raise ValueError(
+        f"--webhook_spec.method must be one of "
+        f"{sorted(_WEBHOOK_ALLOWED_METHODS)}, got {method!r}")
+
+  headers = spec.get('headers', {})
+  if not isinstance(headers, dict):
+    raise ValueError(
+        f"--webhook_spec.headers must be a JSON object, "
+        f"got {type(headers).__name__}")
+  for k, v in headers.items():
+    if not isinstance(k, str) or not isinstance(v, str):
+      raise ValueError(
+          f"--webhook_spec.headers must map string to string, "
+          f"got {k!r}: {v!r}")
+
+  scopes = spec.get('scopes', list(_WEBHOOK_DEFAULT_SCOPES))
+  if (not isinstance(scopes, list)
+      or not scopes
+      or not all(isinstance(s, str) and s for s in scopes)):
+    raise ValueError(
+        f"--webhook_spec.scopes must be a non-empty list of strings, "
+        f"got {scopes!r}")
+
+  timeout_seconds = spec.get('timeout_seconds', _WEBHOOK_DEFAULT_TIMEOUT_SEC)
+  if not isinstance(timeout_seconds, (int, float)) or timeout_seconds <= 0:
+    raise ValueError(
+        f"--webhook_spec.timeout_seconds must be a positive number, "
+        f"got {timeout_seconds!r}")
+
+  parallelism = spec.get('parallelism', _WEBHOOK_DEFAULT_PARALLELISM)
+  if (not isinstance(parallelism, int) or isinstance(parallelism, bool)
+      or parallelism <= 0):
+    raise ValueError(
+        f"--webhook_spec.parallelism must be a positive integer, "
+        f"got {parallelism!r}")
+
+  callback_frequency_seconds = spec.get(
+      'callback_frequency_seconds', _WEBHOOK_DEFAULT_CALLBACK_FREQUENCY_SEC)
+  if (not isinstance(callback_frequency_seconds, (int, float))
+      or isinstance(callback_frequency_seconds, bool)
+      or callback_frequency_seconds <= 0):
+    raise ValueError(
+        f"--webhook_spec.callback_frequency_seconds must be a positive "
+        f"number, got {callback_frequency_seconds!r}")
+
+  known_fields = (
+      _ANOMALY_FIELDS | set(message_metadata or {}) | {'anomaly_message'})
+  _validate_template_tree(body, known_fields, location='body')
+  _validate_template_tree(headers, known_fields, location='headers')
+
+  return {
+      'endpoint': endpoint,
+      'body': body,
+      'method': method,
+      'headers': headers,
+      'scopes': list(scopes),
+      'timeout_seconds': float(timeout_seconds),
+      'parallelism': parallelism,
+      'callback_frequency_seconds': float(callback_frequency_seconds),
+  }
+
+
+# ---------------------------------------------------------------------------
+# Preflight checks
+# ---------------------------------------------------------------------------
+
+
+def _preflight_checks(options, metric_spec):
+  """Fails fast on misconfigured GCP resources before pipeline construction."""
   project, dataset, table_name = _parse_table_ref(options.table)
-  topic_path = _validate_topic_path(options.topic)
 
   required_columns = sorted(metric_spec.required_source_columns())
   _check_bq_source_table(project, dataset, table_name, options,
                          required_columns)
   _check_bq_temp_dataset(project, options)
-  _check_pubsub_topic(topic_path)
+
+  if options.topic:
+    topic_path = _validate_topic_path(options.topic)
+    _check_pubsub_topic(topic_path)
+
+  if options.webhook_spec:
+    _check_webhook_spec(options)
 
 
 def _check_bq_source_table(project, dataset, table_name, options,
                            required_columns):
-  """Verify the source BigQuery table exists and required columns are present.
-
-  Runs a dry-run CDC query selecting the columns referenced by the metric
-  spec. This validates table access, CDC function access, and column
-  existence in a single round-trip.
-  """
-  try:
-    from apache_beam.io.gcp import bigquery_tools
-    from apache_beam.io.gcp.internal.clients import bigquery
-  except ImportError:
-    _LOGGER.warning(
-        '[Preflight] Skipping BQ table check: '
-        'BigQuery client libraries not available')
-    return
+  """Verifies source table access + required columns via a dry-run CDC query."""
 
   try:
     bq = bigquery_tools.BigQueryWrapper()
@@ -1031,6 +1116,24 @@ def _check_bq_temp_dataset(project, options):
         'will auto-create at runtime (requires bigquery.datasets.create)')
 
 
+def _check_webhook_spec(options):
+  """Validates the webhook spec parses and ADC is obtainable for its scopes."""
+  message_metadata = _parse_message_metadata(options.message_metadata)
+  spec = _parse_webhook_spec(options.webhook_spec, message_metadata)
+
+  try:
+    creds, _ = google.auth.default(scopes=spec['scopes'])
+    _LOGGER.info(
+        '[Preflight] Webhook auth: obtained credentials of type %s '
+        'with scopes %s for endpoint %s',
+        type(creds).__name__, spec['scopes'], spec['endpoint'])
+  except Exception as e:
+    raise ValueError(
+        f"Cannot obtain Google default credentials for webhook with "
+        f"scopes {spec['scopes']}. Verify the service account is "
+        f"configured and the scopes are valid. Error: {e}") from e
+
+
 def _check_pubsub_topic(topic_path):
   """Verify the Pub/Sub topic exists."""
   try:
@@ -1066,18 +1169,52 @@ def _check_pubsub_topic(topic_path):
 # ---------------------------------------------------------------------------
 
 
-def build_pipeline(pipeline, options, metric_spec, detector):
-  """Construct the anomaly monitoring pipeline.
-
-  Args:
-    pipeline: A beam.Pipeline instance.
-    options: AnomalyMonitorOptions with table, poll_interval_sec, etc.
-    metric_spec: Parsed MetricSpec instance.
-    detector: Parsed anomaly detector instance.
+def _apply_detector(global_metrics, detector, has_group_by, window_duration):
+  """Runs anomaly detection on the windowed metric stream.
 
-  Returns:
-    The final PCollection (for testing).
+  Stateful detectors (ZScore/IQR/RobustZScore/RelativeChange) are
+  wrapped in an ``OffsetKey(key, offset_micros)`` so each sliding-window
+  offset gets independent state, then unwrapped afterward.
+  ``_ThresholdAlert`` is stateless and bypasses that machinery.
   """
+  if isinstance(detector, _ThresholdAlert):
+    return global_metrics | 'DetectAnomalies' >> beam.ParDo(detector)
+
+  def _add_offset_key(element, _wd=window_duration, _keyed=has_group_by):
+    if _keyed:
+      key, row = element
+    else:
+      key, row = None, element
+    offset = (row.window_start % _wd).micros
+    return (OffsetKey(key=key, offset=offset), row)
+
+  keyed = global_metrics | 'AddOffsetKey' >> beam.Map(_add_offset_key)
+
+  if isinstance(detector, RelativeChangeConfig):
+    anomalies = keyed | 'DetectAnomalies' >> beam.ParDo(
+        RelativeChangeDoFn(
+            direction=detector.direction,
+            threshold_pct=detector.threshold_pct,
+            absolute_threshold=detector.absolute_threshold,
+            lookback_windows=detector.lookback_windows))
+  else:
+    # AnomalyDetection requires a typed (K, V) input.
+    typed = keyed | 'TypeHintMetrics' >> beam.Map(
+        lambda x: x).with_output_types(beam.typehints.Tuple[Any, beam.Row])
+    anomalies = typed | 'DetectAnomalies' >> AnomalyDetection(detector)
+
+  def _strip_offset_key(element, _keyed=has_group_by):
+    offset_key, result = element
+    if _keyed:
+      return (offset_key.key, result)
+    return result
+
+  return anomalies | 'StripOffsetKey' >> beam.Map(_strip_offset_key)
+
+
+def build_pipeline(pipeline, options, metric_spec, detector):
+  """Constructs the anomaly monitoring pipeline. Returns the anomalies
+  PCollection (exposed for testing)."""
   from bqmonitor.cdc import ReadBigQueryChangeHistory
 
   start_time = time.time() - options.start_offset_sec
@@ -1093,20 +1230,18 @@ def build_pipeline(pipeline, options, metric_spec, detector):
   columns = sorted(metric_spec.required_source_columns())
   _LOGGER.info('  Columns: %s', columns)
 
-  # Auto-rename pseudo-columns if they conflict with user column names.
+  # Rename CDC pseudo-columns away if they clash with user column names.
   change_type_col = 'change_type'
   change_ts_col = 'change_timestamp'
   col_set = set(columns)
   if change_type_col in col_set:
     change_type_col = '_bqm_change_type'
     _LOGGER.info(
-        '  Renamed pseudo-column change_type -> %s to avoid conflict',
-        change_type_col)
+        '  Renamed pseudo-column change_type -> %s', change_type_col)
   if change_ts_col in col_set:
     change_ts_col = '_bqm_change_timestamp'
     _LOGGER.info(
-        '  Renamed pseudo-column change_timestamp -> %s to avoid conflict',
-        change_ts_col)
+        '  Renamed pseudo-column change_timestamp -> %s', change_ts_col)
 
   cdc_kwargs = dict(
       table=options.table,
@@ -1127,94 +1262,62 @@ def build_pipeline(pipeline, options, metric_spec, detector):
   metrics = rows | 'ComputeMetric' >> ComputeMetric(
       metric_spec, fanout_strategy=fanout_strategy, fanout=options.fanout)
 
-  # Rewindow into GlobalWindows so the anomaly detector sees the full
-  # stream of window results as a time series, not isolated per-window.
+  # GlobalWindows so the detector sees the full stream as a time series.
   from apache_beam.transforms.window import GlobalWindows
   global_metrics = metrics | 'Rewindow' >> beam.WindowInto(
       GlobalWindows())
 
-  # Wrap every element's key in an OffsetKey so that stateful detectors
-  # (ZScore, IQR, RobustZScore) route each sliding-window offset to
-  # independent state. For example, size=60 period=30 produces offsets
-  # 0 and 30 — key "K" becomes OffsetKey("K", 0) and OffsetKey("K", 30).
-  # Fixed windows always get offset=0.
-  _window_duration = Duration(metric_spec.aggregation.window.size_seconds)
+  window_duration = Duration(metric_spec.aggregation.window.size_seconds)
   has_group_by = bool(metric_spec.aggregation.group_by)
-
-  def _add_offset_key(element, _wd=_window_duration, _keyed=has_group_by):
-    if _keyed:
-      key, row = element
-    else:
-      key, row = None, element
-    offset = (row.window_start % _wd).micros
-    return (OffsetKey(key=key, offset=offset), row)
-
-  if not isinstance(detector, _ThresholdAlert):
-    global_metrics = (
-        global_metrics | 'AddOffsetKey' >> beam.Map(_add_offset_key))
-
-  if isinstance(detector, RelativeChangeConfig):
-    anomalies = (
-        global_metrics
-        | 'DetectAnomalies' >> beam.ParDo(
-            RelativeChangeDoFn(
-                direction=detector.direction,
-                threshold_pct=detector.threshold_pct,
-                absolute_threshold=detector.absolute_threshold,
-                lookback_windows=detector.lookback_windows)))
-
-  elif isinstance(detector, _ThresholdAlert):
-    anomalies = global_metrics | 'DetectAnomalies' >> beam.ParDo(detector)
-  else:
-    global_metrics = (
-        global_metrics
-        | 'TypeHintMetrics' >> beam.Map(lambda x: x).with_output_types(
-            beam.typehints.Tuple[Any, beam.Row]))
-    anomalies = global_metrics | 'DetectAnomalies' >> AnomalyDetection(detector)
-
-  # Strip OffsetKey back to the original key (or no key) for downstream.
-  if not isinstance(detector, _ThresholdAlert):
-
-    def _strip_offset_key(element, _keyed=has_group_by):
-      offset_key, result = element
-      if _keyed:
-        return (offset_key.key, result)
-      return result
-
-    anomalies = (
-        anomalies | 'StripOffsetKey' >> beam.Map(_strip_offset_key))
+  anomalies = _apply_detector(
+      global_metrics, detector, has_group_by, window_duration)
 
   if options.log_all_results.lower() == 'true':
     _ = anomalies | 'LogResults' >> beam.ParDo(_LogAnomalyResult())
 
-  # Publish anomalies (label == 1) to Pub/Sub.
-  topic_path = _validate_topic_path(options.topic)
-
-  message_metadata = None
-  if options.message_metadata:
-    try:
-      message_metadata = json.loads(options.message_metadata)
-    except json.JSONDecodeError as e:
-      raise ValueError(
-          f'--message_metadata must be valid JSON: {e}') from e
-    if not isinstance(message_metadata, dict):
-      raise ValueError(
-          '--message_metadata must be a JSON object (dict), '
-          f'got {type(message_metadata).__name__}')
-
+  message_metadata = _parse_message_metadata(options.message_metadata)
   message_format = options.message_format
   if message_format is not None:
     _validate_message_format(message_format, message_metadata)
 
-  _ = (
+  # Alert path: filter to outliers, then key (so the keyed reshuffle
+  # sees only outliers, not the full detection stream), then rate-limit.
+  # The BQ sink branch below consumes the un-rate-limited `anomalies` so
+  # the analytical record retains every detection.
+  alert_anomalies = (
       anomalies
-      | 'FormatAnomalies' >> beam.ParDo(
-          _FormatAnomalyAsJson(
-              message_format=message_format,
-              message_metadata=message_metadata))
-      | 'WriteToPubSub' >> WriteToPubSub(topic=topic_path))
+      | 'FilterOutliers' >> beam.Filter(_is_outlier)
+      | 'KeyForAlerts' >> beam.Map(_key_anomaly_for_async)
+      | 'RateLimitAlerts' >> beam.ParDo(
+          _RateLimitAlerts(options.alert_cooldown_seconds)))
+
+  if options.topic:
+    topic_path = _validate_topic_path(options.topic)
+    _ = (
+        alert_anomalies
+        | 'FormatAnomalies' >> beam.ParDo(
+            _FormatAnomalyAsJson(
+                message_format=message_format,
+                message_metadata=message_metadata))
+        | 'WriteToPubSub' >> WriteToPubSub(topic=topic_path))
+
+  if options.webhook_spec:
+    webhook_spec = _parse_webhook_spec(
+        options.webhook_spec, message_metadata)
+    sync_webhook_dofn = _PostAnomalyToWebhook(
+        webhook_spec=webhook_spec,
+        message_format=message_format,
+        message_metadata=message_metadata)
+    async_webhook_dofn = AsyncWrapper(
+        sync_webhook_dofn,
+        parallelism=webhook_spec['parallelism'],
+        callback_frequency=webhook_spec['callback_frequency_seconds'],
+        id_fn=_anomaly_id,
+    )
+    _ = (
+        alert_anomalies
+        | 'PostAnomaliesToWebhook' >> beam.ParDo(async_webhook_dofn))
 
-  # Write all results to a BigQuery sink table (if configured).
   if options.sink_table:
     sink_table = options.sink_table.replace(':', '.')
     _ = (
@@ -1231,23 +1334,21 @@ def _strip_offset_key(element, _keyed=has_group_by):
 
 
 def run(argv=None):
-  """Main entry point."""
   options = PipelineOptions(argv)
   monitor_options = options.view_as(AnomalyMonitorOptions)
 
-  # Validate required options.
-  for required_opt in ('table', 'metric_spec', 'detector_spec', 'topic'):
+  for required_opt in ('table', 'metric_spec', 'detector_spec'):
     if getattr(monitor_options, required_opt) is None:
       raise ValueError(f'--{required_opt} is required')
 
-  # Validate table format.
-  _parse_table_ref(monitor_options.table)
+  if monitor_options.topic is None and monitor_options.webhook_spec is None:
+    raise ValueError(
+        'At least one of --topic or --webhook_spec must be set; '
+        'otherwise detected anomalies have nowhere to go.')
 
-  # Parse specs early so errors surface before pipeline construction.
+  _parse_table_ref(monitor_options.table)
   metric_spec = _parse_metric_spec(monitor_options.metric_spec)
   detector = _parse_detector_spec(monitor_options.detector_spec)
-
-  # Check GCP resources are accessible.
   _preflight_checks(monitor_options, metric_spec)
 
   options.view_as(SetupOptions).save_main_session = True
diff --git a/python/src/main/python/job-builder-server/requirements.txt b/python/src/main/python/job-builder-server/requirements.txt
index 0be21e18bf..dd4df5386e 100644
--- a/python/src/main/python/job-builder-server/requirements.txt
+++ b/python/src/main/python/job-builder-server/requirements.txt
@@ -222,13 +222,13 @@ betterproto==2.0.0b6 \
     --hash=sha256:720ae92697000f6fcf049c69267d957f0871654c8b0d7458906607685daee784 \
     --hash=sha256:a0839ec165d110a69d0d116f4d0e2bec8d186af4db826257931f0831dab73fcf
     # via envoy-data-plane
-boto3==1.43.3 \
-    --hash=sha256:7c7777862ffc898f05efa566032bbabfe226dbb810e35ec11125817f128bc5c5 \
-    --hash=sha256:fb9fe51849ef2a78198d582756fc06f14f7de27f73e0fa90275d6aa4171eb4d0
+boto3==1.43.6 \
+    --hash=sha256:179601ec2992726a718053bf41e43c223ceba397d31ceab11f64d9c910d9fc3a \
+    --hash=sha256:e6315effaf12b890b99956e6f8e2c3000a3f64e4ee91943cec3895ce9a836afb
     # via apache-beam
-botocore==1.43.3 \
-    --hash=sha256:eac6da0fffccf87888ebf4d89f0b2378218a707efa748cd955b838995e944695 \
-    --hash=sha256:ec0769eb0f7c5034856bb406a92698dbc02a3d4be0f78a384747106b161d8ea3
+botocore==1.43.6 \
+    --hash=sha256:b1e395b347356860398da42e61c808cf1e34b6fa7180cf2b9d87d986e1a06ba0 \
+    --hash=sha256:b6d1fdbc6f65a5fe0b7e947823aa37535d3f39f3ba4d21110fab1f55bbbcc04b
     # via
     #   boto3
     #   s3transfer
@@ -569,6 +569,7 @@ fastavro==1.12.2 \
     --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
     --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
     --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
     --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
     --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
     --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
@@ -773,9 +774,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.50.0 \
-    --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \
-    --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -805,9 +806,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.149.0 \
-    --hash=sha256:a4d73485bf1d727a9e1bbbd13d08d7031490686bbf7d125eb905c1a6c1559a35 \
-    --hash=sha256:e6b5299fa5d303e971cb29a19f03fdbb7b1e3b9d2faa3a788ca933341fba2f2e
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -815,21 +816,21 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -845,9 +846,9 @@ google-cloud-dlp==3.36.0 \
     --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
     --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -857,9 +858,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.37.0 \
-    --hash=sha256:7c5ba9beb5236e2b83c091dd6171423dc7d6d0e989391bd09f60dbd242b29f10 \
-    --hash=sha256:dd912422cf66e4ffb423b0d5391ca81bdfa408eb0f21f57adecdb6fb3b1e0bb1
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -869,13 +870,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.65.0 \
-    --hash=sha256:434139bd1439528398cd2a96e390a57182420747c214a33f317bbac64afd9c5c \
-    --hash=sha256:67ca892698d9530d10c682be7c38265089088b57272af3e57f1ea7afb9e88eff
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -887,9 +888,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -933,15 +934,15 @@ google-genai==1.75.0 \
     --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
     --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -1088,6 +1089,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1213,9 +1215,9 @@ hypothesis==6.148.3 \
     --hash=sha256:bd81221740d8658473060ad900dc831f889f156fdb41210ba2f47cfad10a66ed \
     --hash=sha256:e7dd193da9800234ec5e1541c1eddde4bddff49b53faf690ba68a0af55a7abb3
     # via apache-beam
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1798,81 +1800,81 @@ oracledb==4.0.0 \
     --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \
     --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6
     # via apache-beam
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
@@ -2035,135 +2037,134 @@ pluggy==1.6.0 \
     # via
     #   keyrings-google-artifactregistry-auth
     #   pytest
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
-    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
-    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
-    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
-    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
-    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
-    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
-    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
-    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
-    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
-    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
-    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
-    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
-    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
-    --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \
-    --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \
-    --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \
-    --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \
-    --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \
-    --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \
-    --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \
-    --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \
-    --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \
-    --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \
-    --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \
-    --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \
-    --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \
-    --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \
-    --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \
-    --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \
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+    --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \
+    --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \
+    --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \
+    --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \
+    --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \
+    --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \
+    --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \
+    --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \
+    --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \
+    --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \
+    --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \
+    --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \
+    --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \
+    --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \
+    --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \
+    --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \
+    --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \
+    --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \
+    --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \
+    --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \
+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -2360,133 +2361,133 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.3 \
-    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \
-    --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.46.3 \
-    --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \
-    --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \
-    --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \
-    --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \
-    --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \
-    --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \
-    --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \
-    --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \
-    --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \
-    --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \
-    --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \
-    --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \
-    --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \
-    --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \
-    --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \
-    --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \
-    --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \
-    --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \
-    --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \
-    --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \
-    --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \
-    --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \
-    --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \
-    --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \
-    --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \
-    --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \
-    --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \
-    --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \
-    --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \
-    --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \
-    --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \
-    --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \
-    --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \
-    --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \
-    --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \
-    --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \
-    --hash=sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13 \
-    --hash=sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536 \
-    --hash=sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287 \
-    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0 \
-    --hash=sha256:68ef2f623dda6d5a9067ac014e406c020c780b2a358930a7e5c1b73702900720 \
-    --hash=sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050 \
-    --hash=sha256:6dff8cc884679df229ebc6d8eb2321ea6f8e091bc7d4886d4dc2e0e71452843c \
-    --hash=sha256:6e42d83d1c6b87fa56b521479cff237e626a292f3b31b6345c15a99121b454c1 \
-    --hash=sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8 \
-    --hash=sha256:75a519dab6d63c514f3a81053e5266c549679e4aa88f6ec57f2b7b854aceb1b0 \
-    --hash=sha256:77706aeb41df6a76568434701e0917da10692da28cb69d5fb6919ce5fdb07374 \
-    --hash=sha256:79f561438481f28681584b89e2effb22855e2179880314bcddbf5968e935e807 \
-    --hash=sha256:830d1247d77ad23852314f069e9d7ddafeec5f684baf9d7e7065ed46a049c4e6 \
-    --hash=sha256:831eb19aa789a97356979e94c981e5667759301fb708d1c0d5adf1bc0098b873 \
-    --hash=sha256:83d002b97072a53ea150d63e0a3adfae5670cef5aa8a6e490240e482d3b22e57 \
-    --hash=sha256:85348b8f89d2c3508b65b16c3c33a4da22b8215138d8b996912bb1532868885f \
-    --hash=sha256:8690eba565c6d68ffd3a8655525cbdd5246510b44a637ee2c6c03a7ebfe64d3c \
-    --hash=sha256:87082cd65669a33adeba5470769e9704c7cf026cc30afb9cc77fd865578ebaad \
-    --hash=sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e \
-    --hash=sha256:91249bcb7c165c2fb2a2f852dbc5c91636e2e218e75d96dfdd517e4078e173dd \
-    --hash=sha256:93fd339f23408a07e98950a89644f92c54d8729719a40b30c0a30bb9ebc55d23 \
-    --hash=sha256:9715525891ed524a0a1eb6d053c74d4d4ad5017677fb00af0b7c2644a31bae46 \
-    --hash=sha256:975c267cff4f7e7272eacbe50f6cc03ca9a3da4c4fbd66fffd89c94c1e311aa1 \
-    --hash=sha256:99421e7684a60f7f3550a1d159ade5fdff1954baedb6bdd407cba6a307c9f27d \
-    --hash=sha256:9be3e221bdc6d69abf294dcf7aff6af19c31a5cdcc8f0aa3b14be29df4bd03b1 \
-    --hash=sha256:9ce92e58abc722dac1bf835a6798a60b294e48eb0e625ec9fd994b932ac5feee \
-    --hash=sha256:9d2e32edcc143bc01e95300671915d9ca052d4f745aa0a49c48d4803f8a85f2c \
-    --hash=sha256:9d2f400712a99a013aff420ef1eb9be077f8189a36c1e3ef87660b4e1088a874 \
-    --hash=sha256:9f247596366f4221af52beddd65af1218797771d6989bc891a0b86ccaa019168 \
-    --hash=sha256:a03e6467f0f5ab796a486146d1b887b2dc5e5f9b3288898c1b1c3ad974e53e4a \
-    --hash=sha256:a35cc284c8dd7edae8a31533713b4d2467dfe7c4f1b5587dd4031f28f90d1d13 \
-    --hash=sha256:a3b11c812f61b3129c4905781a2601dfdfdea5fe1e6c1cfb696b55d14e9c054f \
-    --hash=sha256:a642ac886ecf6402d9882d10c405dcf4b902abeb2972cd5fb4a48c83cd59279a \
-    --hash=sha256:a6cd87cb1575b1ad05ba98894c5b5c96411ef678fa2f6ed2576607095b8d9789 \
-    --hash=sha256:a712c7118e6c5ea96562f7b488435172abb94a3c53c22c9efc1412264a45cbbe \
-    --hash=sha256:a7610b6a5242a6c736d8ad47fd5fff87fcfe8f833b281b1c409c3d6835d9227f \
-    --hash=sha256:ab124d49d0459b2373ecf54118a45c28a1e6d4192a533fbc915e70f556feb8e5 \
-    --hash=sha256:ac5ec7fb9b87f04ee839af2d53bcadea57ded7d229719f56c0ed895bff987943 \
-    --hash=sha256:aed19d0c783886d5bd86d80ae5030006b45e28464218747dcf83dabfdd092c7b \
-    --hash=sha256:af8653713055ea18a3abc1537fe2ebc42f5b0bbb768d1eb79fd74eb47c0ac089 \
-    --hash=sha256:afa3aa644f74e290cdede48a7b0bee37d1c35e71b05105f6b340d484af536d9b \
-    --hash=sha256:b00b76f7142fc60c762ce579bd29c8fa44aaa56592dd3c54fab3928d0d4ca6ff \
-    --hash=sha256:b11b59b3eee90a80a36701ddb4576d9ae31f93f05cb9e277ceaa09e6bf074a67 \
-    --hash=sha256:b12dd51f1187c2eb489af8e20f880362db98e954b54ab792fa5d92e8bcc6b803 \
-    --hash=sha256:b40ddd51e7c44b28cfaef746c9d3c506d658885e0a46f9eeef2ee815cbf8e045 \
-    --hash=sha256:b504bda01bafc69b6d3c7a0c7f039dcf60f47fab70e06fe23f57b5c75bdc82b8 \
-    --hash=sha256:b5b9c6cf08a8a5e502698f5e153056d12c34b8fb30317e0c5fd06f45162a6346 \
-    --hash=sha256:b675ab0a0d5b1c8fdb81195dc5bcefea3f3c240871cdd7ff9a2de8aa50772eb2 \
-    --hash=sha256:b6cdf19bf84128d5e7c37e8a73a0c5c10d51103a650ac585d42dd6ae233f2b7f \
-    --hash=sha256:bcf2a8b2982a6673693eae7348ef3d8cf3979c1d63b54fca7c397a635cc68687 \
-    --hash=sha256:bd2aab0e2e9dc2daf36bd2686c982535d5e7b1d930a1344a7bb6e82baab42a76 \
-    --hash=sha256:c3212fda0ee959c1dd04c60b601ec31097aaa893573a3a1abd0a47bcac2968c1 \
-    --hash=sha256:cc0988cb29d21bf4a9d5cf2ef970b5c0e38d8d8e107a493278c05dc6c1dda69f \
-    --hash=sha256:cc7e8c32db809aa0f6ea1d6869ebc8518a65d5150fdfad8bcae6a49ae32a22e2 \
-    --hash=sha256:cca67d52a5c7a16aed2b3999e719c4bcf644074eac304a5d3d62dd70ae7d4b2c \
-    --hash=sha256:ced3310e51aa425f7f77da8bbbb5212616655bedbe82c70944320bc1dbe5e018 \
-    --hash=sha256:cf489cf8986c543939aeee17a09c04d6ffb43bfef8ca16fcbcc5cfdcbed24dba \
-    --hash=sha256:d0793c90c1a3c74966e7975eaef3ed30ebdff3260a0f815a62a22adc17e4c01c \
-    --hash=sha256:d0fe3dce1e836e418f912c1ad91c73357d03e556a4d286f441bf34fed2dbeecf \
-    --hash=sha256:d11058e3201527d41bc6b545c79187c9e4bf85e15a236a6007f0e991518882b7 \
-    --hash=sha256:d2d0aead851b66f5245ec0c4fb2612ef457f8bbafefdf65a2bf9d6bac6140f47 \
-    --hash=sha256:d56bdb4af1767cc15b0386b3c581fdfe659bb9ee4a4f776e92c1cd9d074000d6 \
-    --hash=sha256:dcda6583921c05a40533f982321532f2d8db29326c7b95c4026941fa5074bd79 \
-    --hash=sha256:dd81f6907932ebac3abbe41378dac64b2380db1287e2aa64d8d88f78d170f51a \
-    --hash=sha256:de3a5c376f8cd94da9a1b8fd3dd1c16c7a7b216ed31dc8ce9fd7a22bf13b836e \
-    --hash=sha256:de885175515bcfa98ae618c1df7a072f13d179f81376c8007112af20567fd08a \
-    --hash=sha256:e29908922ce9da1a30b4da490bd1d3d82c01dcfdf864d2a74aacee674d0bfa34 \
-    --hash=sha256:e480080975c1ef7f780b8f99ed72337e7cc5efea2e518a20a692e8e7b278eb8b \
-    --hash=sha256:e61ea8e9fff9606d09178f577ff8ccdd7206ff73d6552bcec18e1033c4254b85 \
-    --hash=sha256:ec638c5d194ef8af27db69f16c954a09797c0dc25015ad6123eb2c73a4d271ca \
-    --hash=sha256:ed42e6cc8e1b0e2b9b96e2276bad70ae625d10d6d524aed0c93de974ae029f9f \
-    --hash=sha256:f00a0961b125f1a47af7bcc17f00782e12f4cd056f83416006b30111d941dfa3 \
-    --hash=sha256:f13936129ce841f2a5ddf6f126fea3c43cd128807b5a59588c37cf10178c2e64 \
-    --hash=sha256:f1771ce258afb3e4201e67d154edbbae712a76a6081079fe247c2f53c6322c22 \
-    --hash=sha256:f1f8338dd7a7f31761f1f1a3c47503a9a3b34eea3c8b01fa6ee96408affb5e72 \
-    --hash=sha256:f64b5537ac62b231572879cd08ec05600308636a5d63bcbdb15063a466977bec \
-    --hash=sha256:f80a55484b8d843c8ada81ebf70a682f3f00a3d40e378c06cf17ecb44d280d7d \
-    --hash=sha256:f91c0aff3e3ee0928edd1232c57f643a7a003e6edf1860bc3afcdc749cb513f3 \
-    --hash=sha256:fa3eb7c2995aa443687a825bc30395c8521b7c6ec201966e55debfd1128bcceb \
-    --hash=sha256:fb528e295ed31570ac3dcc9bfdd6e0150bc11ce6168ac87a8082055cf1a67395 \
-    --hash=sha256:fc331a5314ffddd5385b9ee9d0d2fee0b13c27e0e02dad71b1ae5d6561f51eeb \
-    --hash=sha256:fd35aa21299def8db7ef4fe5c4ff862941a9a158ca7b63d61e66fe67d30416b4 \
-    --hash=sha256:ff5e7783bcc5476e1db448bf268f11cb257b1c276d3e89f00b5727be86dd0127 \
-    --hash=sha256:ffe0883b56cfc05798bf994164d2b2ff03efe2d22022a2bb080f3b626176dd56
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
 pydot==1.4.2 \
     --hash=sha256:248081a39bcb56784deb018977e428605c1c758f10897a339fce1dd728ff007d \
@@ -2712,121 +2713,121 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
-    --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \
-    --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \
-    --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \
-    --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \
-    --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \
-    --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \
-    --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \
-    --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \
-    --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \
-    --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \
-    --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \
-    --hash=sha256:2a5d273181b560ef8397c8825f2b9d57013de744da9e8257b8467e5da8599351 \
-    --hash=sha256:2b69102a743e7569ebee67e634a69c4cb7e59d6fa2e1aa7d3bdbf3f61435f62d \
-    --hash=sha256:2c785939dc023a1ce4ec09599c032cc9933d258a998d16ca6f2b596c010940eb \
-    --hash=sha256:2da82d643fa698e5e5210e54af90181603d5853cf469f5eedf9bfc8f59b4b8c7 \
-    --hash=sha256:2e19e18c568d2866d8b6a6dfad823db86193503f90823a8f66689315ba28fbe8 \
-    --hash=sha256:312ec9dd1ae7d96abd8c5a36a552b2139931914407d26fba723f9e53c8186f86 \
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+    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
+    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
+    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
+    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
+    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
+    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
+    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
+    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
+    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
+    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
+    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
+    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
+    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
+    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
+    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
+    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
+    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
+    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
+    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
+    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
 requests==2.34.0.dev1 \
     --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
@@ -3218,9 +3219,9 @@ tzlocal==5.3.1 \
     --hash=sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
     # via js2py
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
     #   botocore
     #   docker
diff --git a/python/src/main/python/word-count-python/requirements.txt b/python/src/main/python/word-count-python/requirements.txt
index f54ab5219e..67b656b872 100644
--- a/python/src/main/python/word-count-python/requirements.txt
+++ b/python/src/main/python/word-count-python/requirements.txt
@@ -542,6 +542,7 @@ fastavro==1.12.2 \
     --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
     --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
     --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
     --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
     --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
     --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
@@ -742,9 +743,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.50.0 \
-    --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \
-    --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -774,9 +775,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.149.0 \
-    --hash=sha256:a4d73485bf1d727a9e1bbbd13d08d7031490686bbf7d125eb905c1a6c1559a35 \
-    --hash=sha256:e6b5299fa5d303e971cb29a19f03fdbb7b1e3b9d2faa3a788ca933341fba2f2e
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -784,21 +785,21 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -814,9 +815,9 @@ google-cloud-dlp==3.36.0 \
     --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
     --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -826,9 +827,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.37.0 \
-    --hash=sha256:7c5ba9beb5236e2b83c091dd6171423dc7d6d0e989391bd09f60dbd242b29f10 \
-    --hash=sha256:dd912422cf66e4ffb423b0d5391ca81bdfa408eb0f21f57adecdb6fb3b1e0bb1
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -838,13 +839,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.65.0 \
-    --hash=sha256:434139bd1439528398cd2a96e390a57182420747c214a33f317bbac64afd9c5c \
-    --hash=sha256:67ca892698d9530d10c682be7c38265089088b57272af3e57f1ea7afb9e88eff
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -856,9 +857,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -902,15 +903,15 @@ google-genai==1.75.0 \
     --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
     --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -996,6 +997,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1117,9 +1119,9 @@ hyperframe==6.1.0 \
     --hash=sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5 \
     --hash=sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08
     # via h2
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1535,81 +1537,81 @@ opentelemetry-semantic-conventions==0.62b1 \
     # via
     #   google-cloud-spanner
     #   opentelemetry-sdk
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
@@ -1719,135 +1721,134 @@ pluggy==1.6.0 \
     --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
     # via keyrings-google-artifactregistry-auth
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
-    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
-    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
-    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
-    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
-    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
-    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
-    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
-    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
-    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
-    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
-    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
-    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
-    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
-    --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \
-    --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \
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+    --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \
+    --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \
+    --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \
+    --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \
+    --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \
+    --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \
+    --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \
+    --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \
+    --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \
+    --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \
+    --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \
+    --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \
+    --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \
+    --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \
+    --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \
+    --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \
+    --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \
+    --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \
+    --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \
+    --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \
+    --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \
+    --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \
+    --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \
+    --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \
+    --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \
+    --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \
+    --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \
+    --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \
+    --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \
+    --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \
+    --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \
+    --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \
+    --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \
+    --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \
+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -1975,133 +1976,133 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.3 \
-    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \
-    --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.46.3 \
-    --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \
-    --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \
-    --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \
-    --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \
-    --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \
-    --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \
-    --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \
-    --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \
-    --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \
-    --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \
-    --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \
-    --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \
-    --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \
-    --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \
-    --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \
-    --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \
-    --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \
-    --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \
-    --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \
-    --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \
-    --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \
-    --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \
-    --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \
-    --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \
-    --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \
-    --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \
-    --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \
-    --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \
-    --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \
-    --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \
-    --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \
-    --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \
-    --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \
-    --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \
-    --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \
-    --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \
-    --hash=sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13 \
-    --hash=sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536 \
-    --hash=sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287 \
-    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0 \
-    --hash=sha256:68ef2f623dda6d5a9067ac014e406c020c780b2a358930a7e5c1b73702900720 \
-    --hash=sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050 \
-    --hash=sha256:6dff8cc884679df229ebc6d8eb2321ea6f8e091bc7d4886d4dc2e0e71452843c \
-    --hash=sha256:6e42d83d1c6b87fa56b521479cff237e626a292f3b31b6345c15a99121b454c1 \
-    --hash=sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8 \
-    --hash=sha256:75a519dab6d63c514f3a81053e5266c549679e4aa88f6ec57f2b7b854aceb1b0 \
-    --hash=sha256:77706aeb41df6a76568434701e0917da10692da28cb69d5fb6919ce5fdb07374 \
-    --hash=sha256:79f561438481f28681584b89e2effb22855e2179880314bcddbf5968e935e807 \
-    --hash=sha256:830d1247d77ad23852314f069e9d7ddafeec5f684baf9d7e7065ed46a049c4e6 \
-    --hash=sha256:831eb19aa789a97356979e94c981e5667759301fb708d1c0d5adf1bc0098b873 \
-    --hash=sha256:83d002b97072a53ea150d63e0a3adfae5670cef5aa8a6e490240e482d3b22e57 \
-    --hash=sha256:85348b8f89d2c3508b65b16c3c33a4da22b8215138d8b996912bb1532868885f \
-    --hash=sha256:8690eba565c6d68ffd3a8655525cbdd5246510b44a637ee2c6c03a7ebfe64d3c \
-    --hash=sha256:87082cd65669a33adeba5470769e9704c7cf026cc30afb9cc77fd865578ebaad \
-    --hash=sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e \
-    --hash=sha256:91249bcb7c165c2fb2a2f852dbc5c91636e2e218e75d96dfdd517e4078e173dd \
-    --hash=sha256:93fd339f23408a07e98950a89644f92c54d8729719a40b30c0a30bb9ebc55d23 \
-    --hash=sha256:9715525891ed524a0a1eb6d053c74d4d4ad5017677fb00af0b7c2644a31bae46 \
-    --hash=sha256:975c267cff4f7e7272eacbe50f6cc03ca9a3da4c4fbd66fffd89c94c1e311aa1 \
-    --hash=sha256:99421e7684a60f7f3550a1d159ade5fdff1954baedb6bdd407cba6a307c9f27d \
-    --hash=sha256:9be3e221bdc6d69abf294dcf7aff6af19c31a5cdcc8f0aa3b14be29df4bd03b1 \
-    --hash=sha256:9ce92e58abc722dac1bf835a6798a60b294e48eb0e625ec9fd994b932ac5feee \
-    --hash=sha256:9d2e32edcc143bc01e95300671915d9ca052d4f745aa0a49c48d4803f8a85f2c \
-    --hash=sha256:9d2f400712a99a013aff420ef1eb9be077f8189a36c1e3ef87660b4e1088a874 \
-    --hash=sha256:9f247596366f4221af52beddd65af1218797771d6989bc891a0b86ccaa019168 \
-    --hash=sha256:a03e6467f0f5ab796a486146d1b887b2dc5e5f9b3288898c1b1c3ad974e53e4a \
-    --hash=sha256:a35cc284c8dd7edae8a31533713b4d2467dfe7c4f1b5587dd4031f28f90d1d13 \
-    --hash=sha256:a3b11c812f61b3129c4905781a2601dfdfdea5fe1e6c1cfb696b55d14e9c054f \
-    --hash=sha256:a642ac886ecf6402d9882d10c405dcf4b902abeb2972cd5fb4a48c83cd59279a \
-    --hash=sha256:a6cd87cb1575b1ad05ba98894c5b5c96411ef678fa2f6ed2576607095b8d9789 \
-    --hash=sha256:a712c7118e6c5ea96562f7b488435172abb94a3c53c22c9efc1412264a45cbbe \
-    --hash=sha256:a7610b6a5242a6c736d8ad47fd5fff87fcfe8f833b281b1c409c3d6835d9227f \
-    --hash=sha256:ab124d49d0459b2373ecf54118a45c28a1e6d4192a533fbc915e70f556feb8e5 \
-    --hash=sha256:ac5ec7fb9b87f04ee839af2d53bcadea57ded7d229719f56c0ed895bff987943 \
-    --hash=sha256:aed19d0c783886d5bd86d80ae5030006b45e28464218747dcf83dabfdd092c7b \
-    --hash=sha256:af8653713055ea18a3abc1537fe2ebc42f5b0bbb768d1eb79fd74eb47c0ac089 \
-    --hash=sha256:afa3aa644f74e290cdede48a7b0bee37d1c35e71b05105f6b340d484af536d9b \
-    --hash=sha256:b00b76f7142fc60c762ce579bd29c8fa44aaa56592dd3c54fab3928d0d4ca6ff \
-    --hash=sha256:b11b59b3eee90a80a36701ddb4576d9ae31f93f05cb9e277ceaa09e6bf074a67 \
-    --hash=sha256:b12dd51f1187c2eb489af8e20f880362db98e954b54ab792fa5d92e8bcc6b803 \
-    --hash=sha256:b40ddd51e7c44b28cfaef746c9d3c506d658885e0a46f9eeef2ee815cbf8e045 \
-    --hash=sha256:b504bda01bafc69b6d3c7a0c7f039dcf60f47fab70e06fe23f57b5c75bdc82b8 \
-    --hash=sha256:b5b9c6cf08a8a5e502698f5e153056d12c34b8fb30317e0c5fd06f45162a6346 \
-    --hash=sha256:b675ab0a0d5b1c8fdb81195dc5bcefea3f3c240871cdd7ff9a2de8aa50772eb2 \
-    --hash=sha256:b6cdf19bf84128d5e7c37e8a73a0c5c10d51103a650ac585d42dd6ae233f2b7f \
-    --hash=sha256:bcf2a8b2982a6673693eae7348ef3d8cf3979c1d63b54fca7c397a635cc68687 \
-    --hash=sha256:bd2aab0e2e9dc2daf36bd2686c982535d5e7b1d930a1344a7bb6e82baab42a76 \
-    --hash=sha256:c3212fda0ee959c1dd04c60b601ec31097aaa893573a3a1abd0a47bcac2968c1 \
-    --hash=sha256:cc0988cb29d21bf4a9d5cf2ef970b5c0e38d8d8e107a493278c05dc6c1dda69f \
-    --hash=sha256:cc7e8c32db809aa0f6ea1d6869ebc8518a65d5150fdfad8bcae6a49ae32a22e2 \
-    --hash=sha256:cca67d52a5c7a16aed2b3999e719c4bcf644074eac304a5d3d62dd70ae7d4b2c \
-    --hash=sha256:ced3310e51aa425f7f77da8bbbb5212616655bedbe82c70944320bc1dbe5e018 \
-    --hash=sha256:cf489cf8986c543939aeee17a09c04d6ffb43bfef8ca16fcbcc5cfdcbed24dba \
-    --hash=sha256:d0793c90c1a3c74966e7975eaef3ed30ebdff3260a0f815a62a22adc17e4c01c \
-    --hash=sha256:d0fe3dce1e836e418f912c1ad91c73357d03e556a4d286f441bf34fed2dbeecf \
-    --hash=sha256:d11058e3201527d41bc6b545c79187c9e4bf85e15a236a6007f0e991518882b7 \
-    --hash=sha256:d2d0aead851b66f5245ec0c4fb2612ef457f8bbafefdf65a2bf9d6bac6140f47 \
-    --hash=sha256:d56bdb4af1767cc15b0386b3c581fdfe659bb9ee4a4f776e92c1cd9d074000d6 \
-    --hash=sha256:dcda6583921c05a40533f982321532f2d8db29326c7b95c4026941fa5074bd79 \
-    --hash=sha256:dd81f6907932ebac3abbe41378dac64b2380db1287e2aa64d8d88f78d170f51a \
-    --hash=sha256:de3a5c376f8cd94da9a1b8fd3dd1c16c7a7b216ed31dc8ce9fd7a22bf13b836e \
-    --hash=sha256:de885175515bcfa98ae618c1df7a072f13d179f81376c8007112af20567fd08a \
-    --hash=sha256:e29908922ce9da1a30b4da490bd1d3d82c01dcfdf864d2a74aacee674d0bfa34 \
-    --hash=sha256:e480080975c1ef7f780b8f99ed72337e7cc5efea2e518a20a692e8e7b278eb8b \
-    --hash=sha256:e61ea8e9fff9606d09178f577ff8ccdd7206ff73d6552bcec18e1033c4254b85 \
-    --hash=sha256:ec638c5d194ef8af27db69f16c954a09797c0dc25015ad6123eb2c73a4d271ca \
-    --hash=sha256:ed42e6cc8e1b0e2b9b96e2276bad70ae625d10d6d524aed0c93de974ae029f9f \
-    --hash=sha256:f00a0961b125f1a47af7bcc17f00782e12f4cd056f83416006b30111d941dfa3 \
-    --hash=sha256:f13936129ce841f2a5ddf6f126fea3c43cd128807b5a59588c37cf10178c2e64 \
-    --hash=sha256:f1771ce258afb3e4201e67d154edbbae712a76a6081079fe247c2f53c6322c22 \
-    --hash=sha256:f1f8338dd7a7f31761f1f1a3c47503a9a3b34eea3c8b01fa6ee96408affb5e72 \
-    --hash=sha256:f64b5537ac62b231572879cd08ec05600308636a5d63bcbdb15063a466977bec \
-    --hash=sha256:f80a55484b8d843c8ada81ebf70a682f3f00a3d40e378c06cf17ecb44d280d7d \
-    --hash=sha256:f91c0aff3e3ee0928edd1232c57f643a7a003e6edf1860bc3afcdc749cb513f3 \
-    --hash=sha256:fa3eb7c2995aa443687a825bc30395c8521b7c6ec201966e55debfd1128bcceb \
-    --hash=sha256:fb528e295ed31570ac3dcc9bfdd6e0150bc11ce6168ac87a8082055cf1a67395 \
-    --hash=sha256:fc331a5314ffddd5385b9ee9d0d2fee0b13c27e0e02dad71b1ae5d6561f51eeb \
-    --hash=sha256:fd35aa21299def8db7ef4fe5c4ff862941a9a158ca7b63d61e66fe67d30416b4 \
-    --hash=sha256:ff5e7783bcc5476e1db448bf268f11cb257b1c276d3e89f00b5727be86dd0127 \
-    --hash=sha256:ffe0883b56cfc05798bf994164d2b2ff03efe2d22022a2bb080f3b626176dd56
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
 pymongo==4.17.0 \
     --hash=sha256:0ff6bd2f735ab5356541e3e57d5b7dbfbc3f2ee1ccb10b6b0f82d58af69d1d8e \
@@ -2275,121 +2276,121 @@ pyyaml==6.0.3 \
     --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
     --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
     # via apache-beam
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
-    --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \
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+    --hash=sha256:91328f1c23d47595ca3ef0a7557fa129c5a23404b775c770697d2f35b33e0107 \
+    --hash=sha256:916714069da19329ef7de197dcbc77bb3104145c7c2c864dbfbe318f46b88b14 \
+    --hash=sha256:93a7860539414dddaefba2b40f8771765ae17949d4c7182b876ce429e11a8309 \
+    --hash=sha256:954cc214c04663ee6d266fc61739cad83054683048de65c5bd1d640ad28098ac \
+    --hash=sha256:96f5f58b54a063d7ea9dca08e1cf57bfe10499c4d579ee672da284f57f5f0070 \
+    --hash=sha256:97cf3bc1b7d7d2306772ec07366c80d9df00ff79e79cea32898883a646d2fae2 \
+    --hash=sha256:98bd73080e8756255137e1bd3f3f00295bbc5aa383c0e0f973920e9134d7c4ad \
+    --hash=sha256:992604d02e6d9c6d786c24a706a71ecffe1020fc1ef264044474cd81fa2c3919 \
+    --hash=sha256:a24852d3c29ad9e47593593d8a247c44ccc3d0548ef12c822d6ed0810affe676 \
+    --hash=sha256:a6a563446a41adc451393dc6b8e6ad87979efaee3c8738690a8d1b08ebead1b4 \
+    --hash=sha256:a8234aa23ec39894bfe4a3f1b85616a7032481964a13ac6fc9f10de4f6fca270 \
+    --hash=sha256:a8820737949116ffff55fe18f9fc644530063ba6ebfcb8314239416e78f1347c \
+    --hash=sha256:a9e1328e17c84c1a5d22ec9f785ecef4a967fab9a42b6a8dc3bcbebd0a0c9e44 \
+    --hash=sha256:aa0fbdbac82cb3e4450d0ccde7d7a35607f4cb2dd9fba4b8b69bfaf8c9fa6aed \
+    --hash=sha256:b310768746dd314ea6e2ff4cc89ef215426813396ff4e94ee8e6f7096c8b6e03 \
+    --hash=sha256:b46b0f094dc1d3b90356c85a0bd2c9bafc4a6a190b9d6f8ddd5a033b6e088ed4 \
+    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
+    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
+    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
+    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
+    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
+    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
+    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
+    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
+    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
+    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
+    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
+    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
+    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
+    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
+    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
+    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
+    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
+    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
+    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
+    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
 requests==2.34.0.dev1 \
     --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
@@ -2460,9 +2461,9 @@ typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \
     --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464
     # via pydantic
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via requests
 websockets==16.0 \
     --hash=sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c \
diff --git a/python/src/main/python/yaml-template/requirements.txt b/python/src/main/python/yaml-template/requirements.txt
index 0be21e18bf..dd4df5386e 100644
--- a/python/src/main/python/yaml-template/requirements.txt
+++ b/python/src/main/python/yaml-template/requirements.txt
@@ -222,13 +222,13 @@ betterproto==2.0.0b6 \
     --hash=sha256:720ae92697000f6fcf049c69267d957f0871654c8b0d7458906607685daee784 \
     --hash=sha256:a0839ec165d110a69d0d116f4d0e2bec8d186af4db826257931f0831dab73fcf
     # via envoy-data-plane
-boto3==1.43.3 \
-    --hash=sha256:7c7777862ffc898f05efa566032bbabfe226dbb810e35ec11125817f128bc5c5 \
-    --hash=sha256:fb9fe51849ef2a78198d582756fc06f14f7de27f73e0fa90275d6aa4171eb4d0
+boto3==1.43.6 \
+    --hash=sha256:179601ec2992726a718053bf41e43c223ceba397d31ceab11f64d9c910d9fc3a \
+    --hash=sha256:e6315effaf12b890b99956e6f8e2c3000a3f64e4ee91943cec3895ce9a836afb
     # via apache-beam
-botocore==1.43.3 \
-    --hash=sha256:eac6da0fffccf87888ebf4d89f0b2378218a707efa748cd955b838995e944695 \
-    --hash=sha256:ec0769eb0f7c5034856bb406a92698dbc02a3d4be0f78a384747106b161d8ea3
+botocore==1.43.6 \
+    --hash=sha256:b1e395b347356860398da42e61c808cf1e34b6fa7180cf2b9d87d986e1a06ba0 \
+    --hash=sha256:b6d1fdbc6f65a5fe0b7e947823aa37535d3f39f3ba4d21110fab1f55bbbcc04b
     # via
     #   boto3
     #   s3transfer
@@ -569,6 +569,7 @@ fastavro==1.12.2 \
     --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
     --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
     --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
     --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
     --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
     --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
@@ -773,9 +774,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.50.0 \
-    --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \
-    --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -805,9 +806,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.149.0 \
-    --hash=sha256:a4d73485bf1d727a9e1bbbd13d08d7031490686bbf7d125eb905c1a6c1559a35 \
-    --hash=sha256:e6b5299fa5d303e971cb29a19f03fdbb7b1e3b9d2faa3a788ca933341fba2f2e
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -815,21 +816,21 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -845,9 +846,9 @@ google-cloud-dlp==3.36.0 \
     --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
     --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -857,9 +858,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.37.0 \
-    --hash=sha256:7c5ba9beb5236e2b83c091dd6171423dc7d6d0e989391bd09f60dbd242b29f10 \
-    --hash=sha256:dd912422cf66e4ffb423b0d5391ca81bdfa408eb0f21f57adecdb6fb3b1e0bb1
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -869,13 +870,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.65.0 \
-    --hash=sha256:434139bd1439528398cd2a96e390a57182420747c214a33f317bbac64afd9c5c \
-    --hash=sha256:67ca892698d9530d10c682be7c38265089088b57272af3e57f1ea7afb9e88eff
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -887,9 +888,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -933,15 +934,15 @@ google-genai==1.75.0 \
     --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
     --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -1088,6 +1089,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1213,9 +1215,9 @@ hypothesis==6.148.3 \
     --hash=sha256:bd81221740d8658473060ad900dc831f889f156fdb41210ba2f47cfad10a66ed \
     --hash=sha256:e7dd193da9800234ec5e1541c1eddde4bddff49b53faf690ba68a0af55a7abb3
     # via apache-beam
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1798,81 +1800,81 @@ oracledb==4.0.0 \
     --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \
     --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6
     # via apache-beam
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
@@ -2035,135 +2037,134 @@ pluggy==1.6.0 \
     # via
     #   keyrings-google-artifactregistry-auth
     #   pytest
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
-    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
-    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
-    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
-    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
-    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
-    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
-    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
-    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
-    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
-    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
-    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
-    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
-    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
-    --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \
-    --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \
-    --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \
-    --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \
-    --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \
-    --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \
-    --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \
-    --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \
-    --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \
-    --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \
-    --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \
-    --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \
-    --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \
-    --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \
-    --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \
-    --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \
-    --hash=sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a \
-    --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \
-    --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \
-    --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \
-    --hash=sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726 \
-    --hash=sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49 \
-    --hash=sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44 \
-    --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \
-    --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \
-    --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153 \
-    --hash=sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc \
-    --hash=sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5 \
-    --hash=sha256:5fd37c406dd6dc85aa743e214cef35dc54bbdd1419baac4f6ae5e5b1a2976938 \
-    --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \
-    --hash=sha256:66c1f011f45a3b33d7bcb22daed4b29c0c9e2224758b6be00686731e1b46f925 \
-    --hash=sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8 \
-    --hash=sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c \
-    --hash=sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85 \
-    --hash=sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e \
-    --hash=sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0 \
-    --hash=sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1 \
-    --hash=sha256:71b749281b816793678ae7f3d0d84bd36e694953822eaad408d682efc5ca18e0 \
-    --hash=sha256:74c1fb26515153e482e00177a1ad654721bf9207da8a494a0c05e797ad27b992 \
-    --hash=sha256:7c2d1fa3201efaf55d730400d945b5b3ab6e672e100ba0f9a409d950ab25d7db \
-    --hash=sha256:824e908bce90fb2743bd6b59db36eb4f45cd350a39637c9f73b1c1ea66f5b75f \
-    --hash=sha256:8326e144341460402713f91df60ade3c999d601e7eb5ff8f6f7862d54de0610d \
-    --hash=sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1 \
-    --hash=sha256:89eb3fa9524f7bec9de6e83cf3faed9d79bffa560672c118a96a171a6f55831e \
-    --hash=sha256:8c9b3cbe4584636d72ff556d9036e0c9317fa27b3ac1f0f558e7e84d1c9c5900 \
-    --hash=sha256:8e57061305815dfc910a3634dcf584f08168a8836e6999983569f51a8544cd89 \
-    --hash=sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a \
-    --hash=sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b \
-    --hash=sha256:948dab269721ae9a87fd16c514a0a2c2a1bdb23a9a61b969b0f9d9ee2968546f \
-    --hash=sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f \
-    --hash=sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1 \
-    --hash=sha256:99d43339c83aaf4d32bda60928231848eee470c6bda8d02599cc4cebe872d183 \
-    --hash=sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66 \
-    --hash=sha256:9a52009f2adffe195d0b605c25ec929d26b36ef986ba85244891dee3b294df21 \
-    --hash=sha256:9d2b6caef873b4f09e26ea7e33d65f42b944837563a47a94719cc3544319a0db \
-    --hash=sha256:9f302f4783709a78240ebc311b793f123328716a60911d667e0c036bc5dcbded \
-    --hash=sha256:a0ee98db9c5f80785b266eb805016e36058ac72c51a064040f2bc43b61101cdb \
-    --hash=sha256:a129e76735bc792794d5177069691c3217898b9f5cee2b2661471e52ffe13f19 \
-    --hash=sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0 \
-    --hash=sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165 \
-    --hash=sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778 \
-    --hash=sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455 \
-    --hash=sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f \
-    --hash=sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b \
-    --hash=sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237 \
-    --hash=sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81 \
-    --hash=sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859 \
-    --hash=sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c \
-    --hash=sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835 \
-    --hash=sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393 \
-    --hash=sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5 \
-    --hash=sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641 \
-    --hash=sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144 \
-    --hash=sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74 \
-    --hash=sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db \
-    --hash=sha256:cbc3b6dfc728105b2a57c06791eb07a94229202ea75c59db644d7d496b698cac \
-    --hash=sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403 \
-    --hash=sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9 \
-    --hash=sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f \
-    --hash=sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311 \
-    --hash=sha256:d82ad62b19645419fe79dd63b3f9253e15b30e955c0170e5cebc350c1844e581 \
-    --hash=sha256:d8f353eb14ee3441ee844ade4277d560cdd68288838673273b978e3d6d2c8f36 \
-    --hash=sha256:daede9cd44e0f8bdd9e6cc9a607fc81feb80fae7a5fc6cecaff0e0bb32e42d00 \
-    --hash=sha256:db65d2af507bbfbdcedb254a11149f894169d90488dd3e7190f7cdcb2d6cd57a \
-    --hash=sha256:dee69d7015dc235f526fe80a9c90d65eb0039103fe565776250881731f06349f \
-    --hash=sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2 \
-    --hash=sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7 \
-    --hash=sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239 \
-    --hash=sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757 \
-    --hash=sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72 \
-    --hash=sha256:ecef2343af4cc68e05131e45024ba34f6095821988a9d0a02aa7c73fcc448aa9 \
-    --hash=sha256:ed5a841e8bb29a55fb8159ed526b26adc5bdd7e8bd7bf793ce647cb08656cdf4 \
-    --hash=sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24 \
-    --hash=sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207 \
-    --hash=sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e \
-    --hash=sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1 \
-    --hash=sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d \
-    --hash=sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37 \
-    --hash=sha256:f93243fdc5657247533273ac4f86ae106cc6445a0efacb9a1bfe982fcfefd90c \
-    --hash=sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e \
-    --hash=sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570 \
-    --hash=sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af \
-    --hash=sha256:fd138803047fb4c062b1c1dd95462f5209456bfab55c734458f15d11da288f8f \
-    --hash=sha256:fd2dbc472da1f772a4dae4fa24be938a6c544671a912e30529984dd80400cd88 \
-    --hash=sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48 \
-    --hash=sha256:fe49d0a85038f36ba9e3ffafa1103e61170b28e95b16622e11be0a0ea07c6781
+propcache==0.5.2 \
+    --hash=sha256:01c4fc7480cd0598bb4b57022df55b9ca296da7fc5a8760bd8451a7e63a7d427 \
+    --hash=sha256:04dc2390d9edbbaef7461f33322555976ffddf0b650a038649d026358714e6c5 \
+    --hash=sha256:06187263ddad280d05b4d8a8b3bb7d164cbebd469236544a42e6d9b28ac6a4fa \
+    --hash=sha256:0958834041a0166d343b8d2cedcd8bcbaeb4fdbe0cf08320c5379f143c3be6e7 \
+    --hash=sha256:099aaf4b4d1a02265b92a977edf00b5c4f63b3b17ac6de39b0d637c9cac0188a \
+    --hash=sha256:0d2c9bf8528f135dbb805ce027567e09164f7efa51a2be07458a2c0420f292d0 \
+    --hash=sha256:0fd59b5af35f74da48d905dcbad55449ba13be91823cb05a9bd590bbf5b61660 \
+    --hash=sha256:10734b5484ea113152ee25a91dccedf81631791805d2c9ccb054958e51842c94 \
+    --hash=sha256:13fef48778b5a2a756523fdb781326b028ca75e32858b04f2cdd19f394564917 \
+    --hash=sha256:178b4a2cdaac1818e2bf1c5a99b94383fa73ea5382e032a48dec07dc5668dc42 \
+    --hash=sha256:196913dea116aeb5a2ba95af4ddcb7ea85559ae07d8eee8751688310d09168c3 \
+    --hash=sha256:1b31822f4474c4036bae62de9402710051d431a606d6a0f907fec79935a071aa \
+    --hash=sha256:1ca071adabaab6e9219924bbe00af821f1ee7de113a9eca1cdc292de3d120f4d \
+    --hash=sha256:1d1ad32d9d4355e2be65574fd0bfd3677e7066b009cd5b9b2dee8aa6a6393b33 \
+    --hash=sha256:1dbcf7675229b35d31abb6547d8ebc8c27a830ac3f9a794edff6254873ec7c0a \
+    --hash=sha256:2293949b855ce597f2826452d17c2d545fb5622379c4ea6fdf525e9b8e8a2511 \
+    --hash=sha256:26a4dca084132874e639895c3135dfad5eb20bae209f62d1aeb31b03e601c3c0 \
+    --hash=sha256:2800a4a8ead6b28cccd1ec54b59346f0def7922ee1c7598e8499c733cfbb7c84 \
+    --hash=sha256:29cbaac5ea0212663e6845e04b5e188d5a6ae6dd919810ac835bf1d3b42c3f4c \
+    --hash=sha256:29f9309a2e42b0d273be006fdb4be2d6c39a47f6f57d8fb1cf9f81481df81b66 \
+    --hash=sha256:2d7aa89ebca5acc98cba9d1472d976e394782f587bad6661003602a619fd1821 \
+    --hash=sha256:2f22cbbac9e26a8e864c0985ff1268d5d939d53d9d9411a9824279097e03a2cb \
+    --hash=sha256:2f8ea531c794b9d6274acd4e8d2c2ebcac590a4361d27482edd3010b79f1325e \
+    --hash=sha256:3115559b8effafd63b142ea5ed53d63a16ea6469cbc63dce4ee194b42db5d853 \
+    --hash=sha256:32775082acd2d807ee3db715c7770d38767b817870acfa08c29e057f3c4d5b56 \
+    --hash=sha256:3430bb2bfe1331885c427745a751e774ee679fd4344f80b97bf879815fe8fa55 \
+    --hash=sha256:3b199b9b2b3d6a7edf3183ba8a9a137a22b97f7df525feb5ae1eccf026d2a9c6 \
+    --hash=sha256:40314bca9ac559716fe374094fc81c11dcc34b64fd6c585360f5775690505704 \
+    --hash=sha256:44e488ef40dbb452700b2b1f8188934121f6648f52c295055662d2191959ff82 \
+    --hash=sha256:452b5065457eb9991ec5eb38ff41d6cd4c991c9ac7c531c4d5849ae473a9a13f \
+    --hash=sha256:45f11346f884bc47444f6e6647131055844134c3175b629f84952e2b5cd62b64 \
+    --hash=sha256:46088abff4cba581dea21ae0467a480526cb25aa5f3c269e909f800328bc3999 \
+    --hash=sha256:4621064bbf28fa77ff64dd5d94367c04684c67d3a5bf1dff25f0cd0d98a38f3b \
+    --hash=sha256:4bc8ff1feffc6a61c7002ffe84634c41b822e104990ae009f44a0834430070bb \
+    --hash=sha256:4db0ba63d693afd40d249bd93f842b5f144f8fcbb83de05660373bcf30517b1d \
+    --hash=sha256:51f96d685ab16e88cab128cd37a52c5da540809c8b879fa047731bfcb4ad35a4 \
+    --hash=sha256:54adaa85a22078d1e306304a40984dc5be99d599bf3dc0a24dc98f7daeab89ab \
+    --hash=sha256:552ffadf6ad409844bc5919c42a0a83d88314cedddaea0e41e80a8b8fffe881f \
+    --hash=sha256:5538d2c13d93e4698af7e092b57bc7298fd35d1d58e656ae18f23ee0d0378e03 \
+    --hash=sha256:5570dbcc97571c15f68068e529c92715a12f8d54030e272d264b377e22bd17a5 \
+    --hash=sha256:5671d09a36b06d0fd4a3da0fccbcae360e9b1570924171a15e9e0997f0249fba \
+    --hash=sha256:583c19759d9eec1e5b69e2fbef36a7d9c326041be9746cb822d335c8cedc2979 \
+    --hash=sha256:5aaa2b923c1944ac8febd6609cb373540a5563e7cbcb0fd770f75dace2eb817b \
+    --hash=sha256:5dbc581d2814337da56222fab8dc5f161cd798a434e49bac27930aaef798e144 \
+    --hash=sha256:5fcb98e7598b1ee0addab320d90f65b530297a867dbfe9de52ea838077e16e3d \
+    --hash=sha256:6041d31504dc1779d700e1edcfb08eea334b357620b06681a4eabb57a74e574e \
+    --hash=sha256:66ea454f095ddf5b6b14f56c064c0941c4788be11e18d2464cf643bf7203ff67 \
+    --hash=sha256:68ce1c44c7a813a7f71ea04315a8c7b330b63db99d059a797a4651bb6f69f117 \
+    --hash=sha256:6a997d0489e9668a384fcfd5061b857aa5361de73191cac204d04b889cfbbafa \
+    --hash=sha256:6bf3be92233808fcd338eba0fb4d0b59ec5772af4f4ecfcec450d1bfc0f8b5eb \
+    --hash=sha256:6de8bd93ddde9b992cf2b2e0d796d501a19026b5b9fd87356d7d0779531a8d96 \
+    --hash=sha256:6e7b8719005dd1175be4ab1cd25e9b98659a5e0347331506ec6760d2773a7fb5 \
+    --hash=sha256:6f328175a2cde1f0ff2c4ed8ce968b9dcfb55f3a7153f39e2957ed994da13476 \
+    --hash=sha256:72d61e16dd78228b58c5d47be830ff3da7e5f139abdf0aef9d86cde1c5cf2191 \
+    --hash=sha256:74b70780220e2dd89175ca24b81b68b67c83db499ae611e7f2313cb329801c78 \
+    --hash=sha256:79aa3ff0a9b566633b642fa9caf7e21ed1c13d6feca718187873f199e1514078 \
+    --hash=sha256:7afa37062e6650640e932e4cc9297d81f9f42d9944029cc386b8247dea4da837 \
+    --hash=sha256:80168e2ebe4d3ec6599d10ad8f520304ae1cad9b6c5a95372aef1b66b7bfb53a \
+    --hash=sha256:806719138ecd720339a12410fb9614ac9b2b2d3a5fdf8235d56981c36f4039ba \
+    --hash=sha256:8114f28879e0904748e831c3a7774261bd9e75f49be089f389a76f959dcd13fe \
+    --hash=sha256:81e3a30b0bb60caa22033dd0f8a3618d1d67356212514f62c57db75cb0ef410c \
+    --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \
+    --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \
+    --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \
+    --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \
+    --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \
+    --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \
+    --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \
+    --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \
+    --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \
+    --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \
+    --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \
+    --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \
+    --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \
+    --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \
+    --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \
+    --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \
+    --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \
+    --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \
+    --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \
+    --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \
+    --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \
+    --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \
+    --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \
+    --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \
+    --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \
+    --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \
+    --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \
+    --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \
+    --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \
+    --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \
+    --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \
+    --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \
+    --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \
+    --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \
+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -2360,133 +2361,133 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.3 \
-    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \
-    --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.46.3 \
-    --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \
-    --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \
-    --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \
-    --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \
-    --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \
-    --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \
-    --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \
-    --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \
-    --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \
-    --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \
-    --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \
-    --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \
-    --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \
-    --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \
-    --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \
-    --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \
-    --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \
-    --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \
-    --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \
-    --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \
-    --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \
-    --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \
-    --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \
-    --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \
-    --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \
-    --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \
-    --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \
-    --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \
-    --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \
-    --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \
-    --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \
-    --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \
-    --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \
-    --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \
-    --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \
-    --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \
-    --hash=sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13 \
-    --hash=sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536 \
-    --hash=sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287 \
-    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0 \
-    --hash=sha256:68ef2f623dda6d5a9067ac014e406c020c780b2a358930a7e5c1b73702900720 \
-    --hash=sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050 \
-    --hash=sha256:6dff8cc884679df229ebc6d8eb2321ea6f8e091bc7d4886d4dc2e0e71452843c \
-    --hash=sha256:6e42d83d1c6b87fa56b521479cff237e626a292f3b31b6345c15a99121b454c1 \
-    --hash=sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8 \
-    --hash=sha256:75a519dab6d63c514f3a81053e5266c549679e4aa88f6ec57f2b7b854aceb1b0 \
-    --hash=sha256:77706aeb41df6a76568434701e0917da10692da28cb69d5fb6919ce5fdb07374 \
-    --hash=sha256:79f561438481f28681584b89e2effb22855e2179880314bcddbf5968e935e807 \
-    --hash=sha256:830d1247d77ad23852314f069e9d7ddafeec5f684baf9d7e7065ed46a049c4e6 \
-    --hash=sha256:831eb19aa789a97356979e94c981e5667759301fb708d1c0d5adf1bc0098b873 \
-    --hash=sha256:83d002b97072a53ea150d63e0a3adfae5670cef5aa8a6e490240e482d3b22e57 \
-    --hash=sha256:85348b8f89d2c3508b65b16c3c33a4da22b8215138d8b996912bb1532868885f \
-    --hash=sha256:8690eba565c6d68ffd3a8655525cbdd5246510b44a637ee2c6c03a7ebfe64d3c \
-    --hash=sha256:87082cd65669a33adeba5470769e9704c7cf026cc30afb9cc77fd865578ebaad \
-    --hash=sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e \
-    --hash=sha256:91249bcb7c165c2fb2a2f852dbc5c91636e2e218e75d96dfdd517e4078e173dd \
-    --hash=sha256:93fd339f23408a07e98950a89644f92c54d8729719a40b30c0a30bb9ebc55d23 \
-    --hash=sha256:9715525891ed524a0a1eb6d053c74d4d4ad5017677fb00af0b7c2644a31bae46 \
-    --hash=sha256:975c267cff4f7e7272eacbe50f6cc03ca9a3da4c4fbd66fffd89c94c1e311aa1 \
-    --hash=sha256:99421e7684a60f7f3550a1d159ade5fdff1954baedb6bdd407cba6a307c9f27d \
-    --hash=sha256:9be3e221bdc6d69abf294dcf7aff6af19c31a5cdcc8f0aa3b14be29df4bd03b1 \
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+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
 pydot==1.4.2 \
     --hash=sha256:248081a39bcb56784deb018977e428605c1c758f10897a339fce1dd728ff007d \
@@ -2712,121 +2713,121 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
-    --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \
-    --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \
-    --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \
-    --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \
-    --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \
-    --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \
-    --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \
-    --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \
-    --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \
-    --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \
-    --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \
-    --hash=sha256:2a5d273181b560ef8397c8825f2b9d57013de744da9e8257b8467e5da8599351 \
-    --hash=sha256:2b69102a743e7569ebee67e634a69c4cb7e59d6fa2e1aa7d3bdbf3f61435f62d \
-    --hash=sha256:2c785939dc023a1ce4ec09599c032cc9933d258a998d16ca6f2b596c010940eb \
-    --hash=sha256:2da82d643fa698e5e5210e54af90181603d5853cf469f5eedf9bfc8f59b4b8c7 \
-    --hash=sha256:2e19e18c568d2866d8b6a6dfad823db86193503f90823a8f66689315ba28fbe8 \
-    --hash=sha256:312ec9dd1ae7d96abd8c5a36a552b2139931914407d26fba723f9e53c8186f86 \
-    --hash=sha256:33424f5188a7db12958246a54f59a435b6cb62c5cf9c8d71f7cc49475a5fdada \
-    --hash=sha256:3384df51ed52db0bea967e21458ab0a414f67cdddfd94401688274e55147bb81 \
-    --hash=sha256:33bfda9684646d323414df7abe5692c61d297dbb0530b28ec66442e768813c59 \
-    --hash=sha256:349d7310eddff40429a099c08d995c6d4a4bfaf3ff40bd3b5e5cb5a5a3c7d453 \
-    --hash=sha256:36bcb9d6d1307ab629edc553775baada2aefa5c50ccc0215fbfd2afcfff43141 \
-    --hash=sha256:3790ba9fb5dd76715a7afe34dbe603ba03f8820764b1dc929dd08106214ed031 \
-    --hash=sha256:385edaebde5db5be103577afc8699fea73a0e36a734ba24870be7ffa61119d74 \
-    --hash=sha256:39d8de85a08e32632974151ba59c6e9140646dcc36c80423962b1c5c0a92e244 \
-    --hash=sha256:415a994b536440f5011aa77e50a4274d15da3245e876e5c7f19da349caaedd87 \
-    --hash=sha256:421439d1bee44b19f4583ccf42670ca464ffb90e9fdc38d37f39d1ddd1e44f1f \
-    --hash=sha256:475e50f3f73f73614f7cba5524d6de49dee269df00272a1b85e3d19f6d498465 \
-    --hash=sha256:4ce255cc05c1947a12989c6db801c96461947adb7a59990f1360b5983fab4983 \
-    --hash=sha256:504ffa8a03609a087cad81277a629b6ce884b51a24bd388a7980ad61748618ff \
-    --hash=sha256:50a766ee2010d504554bfb5f578ed2e066898aa26411d57e6296230627cdefa0 \
-    --hash=sha256:54170b3e95339f415d54651f97df3bff7434a663912f9358237941bbf9143f55 \
-    --hash=sha256:54a1189ad9d9357760557c91103d5e421f0a2dabe68a5cdf9103d0dcf4e00752 \
-    --hash=sha256:55d9304e0e7178dfb1e106c33edf834097ddf4a890e2f676f6c5118f84390f73 \
-    --hash=sha256:586b89cdadf7d67bf86ae3342a4dcd2b8d70a832d90c18a0ae955105caf34dbe \
-    --hash=sha256:59968142787042db793348a3f5b918cf24ced1f23247328530e063f89c128a95 \
-    --hash=sha256:59efe72d37fd5a91e373e5146f187f921f365f4abc1249a5ab446a60f30dd5f8 \
-    --hash=sha256:59f67cd0a0acaf0e564c20bbd7f767286f23e91e2572c5703bf3e56ea7557edb \
-    --hash=sha256:5d354b18839328927832e2fa5f7c95b7a3ccc39e7a681529e1685898e6436d45 \
-    --hash=sha256:62f5519042c101762509b1d717b45a69c0139d60414b3c604b81328c01bd1943 \
-    --hash=sha256:6780f008ee81381c737634e75c24e5a6569cc883c4f8e37a37917ee79efcafd9 \
-    --hash=sha256:6a50ab11b7779b849472337191f3a043e27e17f71555f98d0092fa6d73364520 \
-    --hash=sha256:6aa809ed4dc3706cc38594d67e641601bd2f36d5555b2780ff074edfcb136cf8 \
-    --hash=sha256:6c1818f37be3ca02dcb76d63f2c7aaba4b0dc171b579796c6fbe00148dfec6b1 \
-    --hash=sha256:6dac006c8b6dda72d86ea3d1333d45147de79a3a3f26f10c1cf9287ca4ca0ac3 \
-    --hash=sha256:7088fcdcb604a4417c208e2169715800d28838fefd7455fbe40416231d1d47c1 \
-    --hash=sha256:70aadc6ff12e4b444586e57fc30771f86253f9f0045b29016b9605b4be5f7dfb \
-    --hash=sha256:7429f4e6192c11d659900c0648ba8776243bf396ab95558b8c51a345afeddde6 \
-    --hash=sha256:74fa82dcc8143386c7c0392e18032009d1db715c25f4ba22d23dc2e04d02a20f \
-    --hash=sha256:760ef21c17d8e6a4fe8cf406a97cf2806a4df93416ccc82fc98d25b1c20425be \
-    --hash=sha256:7698a6f38730fd1385d390d1ed07bb13dce39aa616aca6a6d89bea178464b9a4 \
-    --hash=sha256:76d67d5afb1fe402d10a6403bae668d000441e2ab115191a804287d53b772951 \
-    --hash=sha256:773d1dfd652bbffb09336abf890bfd64785c7463716bf766d0eb3bc19c8b7f27 \
-    --hash=sha256:7d346fccdde28abba117cc9edc696b9518c3307fbfcb689e549d9b5979018c6d \
-    --hash=sha256:8512fcdb43f1bf18582698a478b5ab73f9c1667a5b7548761329ef410cd0a760 \
-    --hash=sha256:867bddc63109a0276f5a31999e4c8e0eb7bbbad7d6166e28d969a2c1afeb97f9 \
-    --hash=sha256:88e9b048345c613f253bea4645b2fe7e579782b82cac99b1daad81e29cc2ed8e \
-    --hash=sha256:8fae3c6e795d7678963f2170152b0d892cf6aee9ee8afc8c45e6be38d5107fe7 \
-    --hash=sha256:9542ccc1e689e752594309444081582f7be2fdb2df75acafea8a075108566735 \
-    --hash=sha256:9776b85f510062f5a75ef112afe5f494ef1635607bf1cc220c1391e9ac2f5e81 \
-    --hash=sha256:97850d0638391bdc7d35dc1c1039974dcb921eaafa8cc935ae4d7f272b1d60b3 \
-    --hash=sha256:993f657a7c1c6ec51b5e0ba97c9817d06b84ea5fa8d82e43b9405de0defdc2b9 \
-    --hash=sha256:9a2741ce5a29d3c84b0b94261ba630ab459a1b847a0d6beca7d62d188175c790 \
-    --hash=sha256:9e2f5217648f68e3028c823df58663587c1507a5ba8419f4fdfc8a461be76043 \
-    --hash=sha256:a0d2b28aa1354c7cd7f71b7658c4326f7facac106edd7f40eda984424229fd59 \
-    --hash=sha256:a152560af4f9742b96f3827090f866eeec5becd4765c8e0d3473d9d280e76a5a \
-    --hash=sha256:a1c0c7d67b64d85ac2e1879923bad2f08a08f3004055f2f406ef73c850114bd4 \
-    --hash=sha256:a7a5bb6aa0cf62208bb4fa079b0c756734f8ad0e333b425732e8609bd51ee22f \
-    --hash=sha256:a85b620a388d6c9caa12189233109e236b3da3deffe4ff11b84ae84e218a274f \
-    --hash=sha256:acd38177bd2c8e69a411d6521760806042e244d0ef94e2dd03ecdaa8a3c99427 \
-    --hash=sha256:ae3e764bd4c5ff55035dc82a8d49acceb42a5298edf6eb2fc4d328ee5dd7afae \
-    --hash=sha256:ae5266a82596114e41fb5302140e9630204c1b5f325c770bec654b95dd54b0aa \
-    --hash=sha256:af0384cb01a33600c49505c27c6c57ab0b27bf84a74e28524c92ca897ebdac9d \
-    --hash=sha256:b15b88b0d52b179712632832c1d6e58e5774f93717849a41096880442da41ab0 \
-    --hash=sha256:b26c30df3a28fd9793113dac7385a4deb7294a06c0f760dd2b008bd49a9139bc \
-    --hash=sha256:b40379b53ecbc747fd9bdf4a0ea14eb8188ca1bd0f54f78893a39024b28f4863 \
-    --hash=sha256:b4c36a85b00fadb85db9d9e90144af0a980e1a3d2ef9cd0f8a5bef88054657c6 \
-    --hash=sha256:b5f9fb784824a042be3455b53d0b112655686fdb7a91f88f095f3fee1e2a2a54 \
-    --hash=sha256:be061028481186ba62a0f4c5f1cc1e3d5ab8bce70c89236ebe01023883bc903b \
-    --hash=sha256:c07ab8794fa929e58d97a0e1796b8b76f70943fa39df225ac9964615cf1f9d52 \
-    --hash=sha256:c228cf65b4a54583763645dcd73819b3b381ca8b4bb1b349dee1c135f4112c07 \
-    --hash=sha256:c4ee50606cb1967db7e523224e05f32089101945f859928e65657a2cbb3d278b \
-    --hash=sha256:c882cd92ec68585e9c1cf36c447ec846c0d94edd706fe59e0c198e65822fd23b \
-    --hash=sha256:cf9b1b2e692d4877880388934ac746c99552ce6bf40792a767fd42c8c99f136d \
-    --hash=sha256:d2228c02b368d69b724c36e96d3d1da721561fb9cc7faa373d7bf65e07d75cb5 \
-    --hash=sha256:d51d20befd5275d092cdffba57ded05f3c436317ee56466c8928ac32d960edaf \
-    --hash=sha256:db0ac18435a40a2543dbb3d21e161a6c78e33e8159bd2e009343d224bb03bb1b \
-    --hash=sha256:dc4f10fbd5dd13dcf4265b4cc07d69ca70280742870c97ae10093e3d66000359 \
-    --hash=sha256:dcb5453ecf9cd58b562967badd1edbf092b0588a3af9e32ee3d05c985077ce87 \
-    --hash=sha256:dd2630faeb6876fb0c287f664d93ddce4d50cd46c6e88e60378c05c9047e08ca \
-    --hash=sha256:e014a797de43d1847df957c0a2a8e861d1c17547ee08467d1db2c370b7568baa \
-    --hash=sha256:e08270659717f6973523ce3afbafa53515c4dc5dcad637dc215b6fd50f689423 \
-    --hash=sha256:e0aab3ff447845049d676827d2ff714aab4f73f340e155b7de7458cf53baa5a4 \
-    --hash=sha256:e355be718caf838aa089870259cf1776dc2a4aa980514af9d02c59544d9a8b22 \
-    --hash=sha256:e7ab63e9fe45a9ec3417509e18116b367e89c9ceb6219222a3396fa30b147f80 \
-    --hash=sha256:e7cd3e4ee8d80447a83bbc9ab0c8459781fa77087f856c3e740d7763be0df27f \
-    --hash=sha256:e9638791082eaf5b3ac112c587518ee78e083a11c4b28012d8fe2a0f536dfb17 \
-    --hash=sha256:eb59c65069498dbae3c0ef07bbe224e1eaa079825a437fb47a479f0af11f774f \
-    --hash=sha256:ee7337f88f2a580679f7bbfe69dc86c043954f9f9c541012f49abc554a962f2e \
-    --hash=sha256:ee9627de8587c1a22201cb16d0296ab92b4df5cdcb5349f4e9744d61db7c7c98 \
-    --hash=sha256:f4f83781191007b6ef43b03debc35435f10cad9b96e16d147efe84a1d48bdde4 \
-    --hash=sha256:f56ebf9d70305307a707911b88469213630aba821e77de7d603f9d2f0730687d \
-    --hash=sha256:f5bfc2741d150d0be3e4a0401a5c22b06e60acb9aa4daa46d9e79a6dcd0f135b \
-    --hash=sha256:f94a11a9d05afcfcfa640e096319720a19cc0c9f7768e1a61fceee6a3afc6c7c \
-    --hash=sha256:fa7922bbb2cc84fa062d37723f199d4c0cd200245ce269c05db82d904db66b83 \
-    --hash=sha256:fe896e07a5a2462308297e515c0054e9ec2dd18dfdc9427b19900b37dfe6f40b \
-    --hash=sha256:ffa81f81b80047ba89a3c69ae6a0f78d06f4a42ce5126b0eb2a0a10ad44e0b2e
+regex==2026.5.9 \
+    --hash=sha256:002205cafd2a9e78c6290c7d1df277bf3277b3b7a30e0b4bb0dac2e2e3f7cb2d \
+    --hash=sha256:01f0f5f55f4b64dacec85dc116d3c05fd23ad3ff037bbc73a2085775953c2611 \
+    --hash=sha256:01f28d868834624c934b8d2e0aa1c8341337e37831f4a012f18a5afcba4cbaf3 \
+    --hash=sha256:075160bf16658e16d35233300b8453aac25de4cbea808d22348b6979668e924d \
+    --hash=sha256:0de5cf193997384ed2ca6f1cd4f78055b255d93d82d5a8cd6ba0d11c10b167e4 \
+    --hash=sha256:0e1b1b4e496afbb24f4a62aba855ee4f88f25578927697b340702e48c9ee6bc2 \
+    --hash=sha256:0f03aa6898aaaac4592479821df16e68e8d0e29e903e65d8f2dfb2f19028a989 \
+    --hash=sha256:0f9eede6a5cbdc02d4978090186390936e1776a7d1359b21e41014c609880bcf \
+    --hash=sha256:1268eddd8486dc561d08eee1156e40aa3a8fe10f4bdec8fa653b455fcbffd12c \
+    --hash=sha256:15ee42209947f4ca045412eae98416317238163618ace2a8e54f99586a466733 \
+    --hash=sha256:164eba9b755ea6f244b0d881196fbc1fac09714e9782c9e2732b813142033c8e \
+    --hash=sha256:19c16ceb4a267a8789e25733e583983eeab9f0f8664e66b0bd1c5d21f14c2d4b \
+    --hash=sha256:1bd7587a2948b4085195d5a3374eaf4a425dc3e55784c038175355ecf3bbbf8a \
+    --hash=sha256:1e6da47d679b7010ef27556b6e0f99771b744936db1792a10ceac6547ae1503e \
+    --hash=sha256:205109e96b3cf5adf8f4cd62bedde9487feb282b9497a3535451e5a24cd706a0 \
+    --hash=sha256:2099f7e7ff7b6aa3192312650a56e91cc091e49d50b04e4f6f8b6e28b3b27f1c \
+    --hash=sha256:246de9d60aa3f8538b519834dd95cbf276ea263d6a7bd5a3666dc3fa0230505b \
+    --hash=sha256:24b2355ef5cc9aa5b8f07d17704face1c166fdcc2290fa7bd6e6c925655a8346 \
+    --hash=sha256:2a661a7d270a61f7cf460caee8b9fa2d5ef9e5c681234bcb9e0fe14f488e7dfc \
+    --hash=sha256:2acfb48634f64996b57f90f39afa692ff362162722581921fe92239a59960f3c \
+    --hash=sha256:2efa205e6d98b24d1f3ab395c11aa15cdf10935bca283d0285e0499c284fba21 \
+    --hash=sha256:31037c82eccb44b7ea2e9e221d7c01429430e989a1f4b91ea5a855f6017b509a \
+    --hash=sha256:3527bb4942d2c14552155406cdedd906567456821848aed1cb4933a391bf5eca \
+    --hash=sha256:39617fb0cde9c0e6306dc70e3bfc096f3da793219879f7ae7aa341a69fbdcf6d \
+    --hash=sha256:398c521292f4c7fb807001dcd54694d3a1fcafc179a36ad9cc56f98df85930b6 \
+    --hash=sha256:3b1e39888c5e0c7d92cea4fc777396c4a90363b05de75d02eb459a4752200808 \
+    --hash=sha256:3dd4a3ff360dfb836fecdb93a4598f9d6e2ac81e3e397125145c6221bf58cf4c \
+    --hash=sha256:3ddd90103f9e5c471c49c7852ecc1fe27c7e45eb99e977aefe7caa4e779f4f58 \
+    --hash=sha256:446ddd671e43ab535810c4b21cff7104945c701d4a14d1e6d1cd6f4e445a8bea \
+    --hash=sha256:45375819235558a4ff1c4971dc32881f022613abdb180128f5cb4768c1765a1c \
+    --hash=sha256:46f1326ca6e65b0879d23ca302c0f2415aad42ff0309b9c818e7949fe19a41d8 \
+    --hash=sha256:48036f6374aaa79eb3b754ec29c61d1c6b1606749d705a13f8854fa2539671f6 \
+    --hash=sha256:4ebe8f0b5ec5a5024dc4a4c59f444c4e9afc5f2abdbb8962065b75d27fb971f9 \
+    --hash=sha256:4eeb011098fcb77af513dcef521a3dbecbf8849b1e38940759d293b7a93f5026 \
+    --hash=sha256:508f56a89ba9cb26e4168cbc37dbd60a28d82430a9e18ad1d25fe0883c314ca2 \
+    --hash=sha256:5604dfd046dc37eca90250fc3be938b076c8059fa772ac0ed6f499b0f0fb0415 \
+    --hash=sha256:56a33f191f17d8c417f99945ebdc1e691d3af9605d86ec68c7e54a57e3e17af6 \
+    --hash=sha256:57e8915c7986aa33d25e4d3629cef711cd2863f2961b10409f0c04cb8b7d9020 \
+    --hash=sha256:57eeeb05db7979413dec5438f2db21d7ecbba787cde7a711df1a6f6df672aa06 \
+    --hash=sha256:5b73ab8afcf66c622db143d1c6fda4e58e4d537ee4f125229ad47b1ab80f34c0 \
+    --hash=sha256:5e41809d2683fcde7d5a8c87a6567ba1fb1ce0de9f31bff578de00a4b2d76daa \
+    --hash=sha256:6351571c8a42b505eb555c0dc47d740d0fb66977dc142919eea6f4325b7c56a0 \
+    --hash=sha256:6441cc660d76107934a09c22167200839a0e89604a6297f78a974e66e931d2c0 \
+    --hash=sha256:65c8c8c37377794bd5b2f3ebe51919042bf17aec802e23c833d89782ed0c78af \
+    --hash=sha256:6ba42b2e7e7f46cf68cc6a5ca36fa07959f9bbd9c6bdcc47b6ee76549a590248 \
+    --hash=sha256:71b61c5bfe1c806332defc42ad6c780b3c55f661986d7f40283a3a88274b4c00 \
+    --hash=sha256:728d8bfd28a8845c8b6bc5dc7ce010453d206396786c0765c2740cb65f37791e \
+    --hash=sha256:7b92817338591505f282cf3864c145244b1edcf5381d237038df955001091538 \
+    --hash=sha256:7e30b874d341fac767d7df5a0870540541c2c054b80cfaac116e8d367a8a7ff2 \
+    --hash=sha256:7e87577720152d2caae19fe2baaf1f8d5ca12091e9e229f03915c37d1e4b9178 \
+    --hash=sha256:83d0ee4a57d1c87cb549e195ec300b8f0ec3a82eba66d835e4e2ed8634fe4499 \
+    --hash=sha256:8676474c07469d6f33dd1085ca2cd45f65785f32518f2b20e36d9953ca07f994 \
+    --hash=sha256:86f40a5d6444db30a125c9c9177e6b25dad981cbc37451fd838f145e6edac92e \
+    --hash=sha256:872acc074bd29ffc9913ecdfedf6ea77502312ca44a4aa0d3779089c6069d8de \
+    --hash=sha256:8abd33fef90b2a9efac5557d6033ca82d1195ed3a15fea5af15ba7b463c6a63b \
+    --hash=sha256:8c6e4218fbdfbcd4f6c19efca40930d24a621bf4b48cb76bc6640543bd28ef20 \
+    --hash=sha256:8e76e8161ad00694cfce6767d5dea860c6391ac5b83e5c3a39661e696f11fc7e \
+    --hash=sha256:8f3af7a4903c5c04a11a196a5aa75cdd7dd3f8508132f9fb3259d9f5908e3b88 \
+    --hash=sha256:91328f1c23d47595ca3ef0a7557fa129c5a23404b775c770697d2f35b33e0107 \
+    --hash=sha256:916714069da19329ef7de197dcbc77bb3104145c7c2c864dbfbe318f46b88b14 \
+    --hash=sha256:93a7860539414dddaefba2b40f8771765ae17949d4c7182b876ce429e11a8309 \
+    --hash=sha256:954cc214c04663ee6d266fc61739cad83054683048de65c5bd1d640ad28098ac \
+    --hash=sha256:96f5f58b54a063d7ea9dca08e1cf57bfe10499c4d579ee672da284f57f5f0070 \
+    --hash=sha256:97cf3bc1b7d7d2306772ec07366c80d9df00ff79e79cea32898883a646d2fae2 \
+    --hash=sha256:98bd73080e8756255137e1bd3f3f00295bbc5aa383c0e0f973920e9134d7c4ad \
+    --hash=sha256:992604d02e6d9c6d786c24a706a71ecffe1020fc1ef264044474cd81fa2c3919 \
+    --hash=sha256:a24852d3c29ad9e47593593d8a247c44ccc3d0548ef12c822d6ed0810affe676 \
+    --hash=sha256:a6a563446a41adc451393dc6b8e6ad87979efaee3c8738690a8d1b08ebead1b4 \
+    --hash=sha256:a8234aa23ec39894bfe4a3f1b85616a7032481964a13ac6fc9f10de4f6fca270 \
+    --hash=sha256:a8820737949116ffff55fe18f9fc644530063ba6ebfcb8314239416e78f1347c \
+    --hash=sha256:a9e1328e17c84c1a5d22ec9f785ecef4a967fab9a42b6a8dc3bcbebd0a0c9e44 \
+    --hash=sha256:aa0fbdbac82cb3e4450d0ccde7d7a35607f4cb2dd9fba4b8b69bfaf8c9fa6aed \
+    --hash=sha256:b310768746dd314ea6e2ff4cc89ef215426813396ff4e94ee8e6f7096c8b6e03 \
+    --hash=sha256:b46b0f094dc1d3b90356c85a0bd2c9bafc4a6a190b9d6f8ddd5a033b6e088ed4 \
+    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
+    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
+    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
+    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
+    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
+    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
+    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
+    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
+    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
+    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
+    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
+    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
+    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
+    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
+    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
+    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
+    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
+    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
+    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
+    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
 requests==2.34.0.dev1 \
     --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
@@ -3218,9 +3219,9 @@ tzlocal==5.3.1 \
     --hash=sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
     # via js2py
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
     #   botocore
     #   docker
diff --git a/python/src/test/python/bigquery-anomaly-detection/pipeline_test.py b/python/src/test/python/bigquery-anomaly-detection/pipeline_test.py
index 4852f3f037..9373d3aab1 100644
--- a/python/src/test/python/bigquery-anomaly-detection/pipeline_test.py
+++ b/python/src/test/python/bigquery-anomaly-detection/pipeline_test.py
@@ -18,6 +18,7 @@
 
 import json
 import logging
+import time
 import unittest
 
 logging.basicConfig(level=logging.INFO)
@@ -31,12 +32,22 @@
 
 from parameterized import parameterized, param
 from bqmonitor.metric import ComputeMetric, FanoutStrategy, MetricSpec
+from bqmonitor.pipeline import _anomaly_id
+from bqmonitor.pipeline import _compute_anomaly_message
 from bqmonitor.pipeline import _FormatAnomalyAsJson
 from bqmonitor.pipeline import _FormatResultForBQ
+from bqmonitor.pipeline import _is_outlier
+from bqmonitor.pipeline import _key_anomaly_for_async
 from bqmonitor.pipeline import _parse_detector_spec
 from bqmonitor.pipeline import _parse_table_ref
+from bqmonitor.pipeline import _parse_webhook_spec
+from bqmonitor.pipeline import _PostAnomalyToWebhook
+from bqmonitor.pipeline import _RateLimitAlerts
+from bqmonitor.pipeline import _substitute_template_tree
 from bqmonitor.pipeline import _ThresholdAlert
+from bqmonitor.pipeline import _UNKEYED_SENTINEL
 from bqmonitor.pipeline import _unpack_result
+from bqmonitor.pipeline import _validate_template_tree
 from apache_beam.utils.timestamp import Timestamp
 from bqmonitor.pipeline import _validate_message_format
 
@@ -212,16 +223,6 @@ def test_outlier_emits_json(self):
     self.assertIn('Anomaly detected', payload['event_description'])
     self.assertEqual(payload['agent_id'], 'TestModel')
 
-  def test_normal_emits_nothing(self):
-    dofn = _FormatAnomalyAsJson()
-    results = list(dofn.process(self._make_result(label=0)))
-    self.assertEqual(len(results), 0)
-
-  def test_warmup_emits_nothing(self):
-    dofn = _FormatAnomalyAsJson()
-    results = list(dofn.process(self._make_result(label=-2)))
-    self.assertEqual(len(results), 0)
-
   def test_keyed_outlier_includes_key(self):
     dofn = _FormatAnomalyAsJson()
     result = self._make_result(label=1)
@@ -592,11 +593,6 @@ def test_custom_format_with_metadata(self):
     self.assertEqual(payload['alert'], 'sensor_1')
     self.assertEqual(payload['job'], 'pipeline-123')
 
-  def test_custom_format_non_outlier_suppressed(self):
-    dofn = _FormatAnomalyAsJson(message_format='alert: {value}')
-    results = list(dofn.process(self._make_result(label=0)))
-    self.assertEqual(len(results), 0)
-
   def test_metadata_does_not_override_anomaly_fields(self):
     dofn = _FormatAnomalyAsJson(
         message_format='v={value}',
@@ -626,5 +622,934 @@ def test_metadata_only_fields(self):
     self.assertEqual(results[0], b'prod-oncall')
 
 
+class ParseWebhookSpecTest(unittest.TestCase):
+  """Tests for _parse_webhook_spec."""
+
+  def _minimal_spec(self, **overrides):
+    spec = {
+        'endpoint': 'https://example.com/api',
+        'body': {'text': 'static'},
+    }
+    spec.update(overrides)
+    return json.dumps(spec)
+
+  def test_minimal_valid(self):
+    out = _parse_webhook_spec(self._minimal_spec(), None)
+    self.assertEqual(out['endpoint'], 'https://example.com/api')
+    self.assertEqual(out['body'], {'text': 'static'})
+    self.assertEqual(out['method'], 'POST')
+    self.assertEqual(out['headers'], {})
+    self.assertEqual(
+        out['scopes'], ['https://www.googleapis.com/auth/cloud-platform'])
+    self.assertEqual(out['timeout_seconds'], 600.0)
+    self.assertEqual(out['parallelism'], 5)
+    self.assertEqual(out['callback_frequency_seconds'], 30.0)
+
+  def test_full_spec(self):
+    out = _parse_webhook_spec(
+        json.dumps({
+            'endpoint': 'https://api.example.com/v1/chat',
+            'body': {'q': '{anomaly_message}'},
+            'method': 'put',
+            'headers': {'X-Trace': '{key}'},
+            'scopes': ['https://www.googleapis.com/auth/cloud-platform'],
+            'timeout_seconds': 30,
+            'parallelism': 8,
+            'callback_frequency_seconds': 15,
+        }),
+        None)
+    self.assertEqual(out['method'], 'PUT')
+    self.assertEqual(out['headers'], {'X-Trace': '{key}'})
+    self.assertEqual(out['timeout_seconds'], 30.0)
+    self.assertEqual(out['parallelism'], 8)
+    self.assertEqual(out['callback_frequency_seconds'], 15.0)
+
+  def test_invalid_json_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec('{bad json}', None)
+    self.assertIn('Invalid JSON', str(ctx.exception))
+
+  def test_not_object_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec('["a","b"]', None)
+    self.assertIn('JSON object', str(ctx.exception))
+
+  def test_missing_endpoint_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec(json.dumps({'body': {}}), None)
+    self.assertIn("'endpoint'", str(ctx.exception))
+
+  def test_missing_body_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec(
+          json.dumps({'endpoint': 'https://example.com'}), None)
+    self.assertIn("'body'", str(ctx.exception))
+
+  def test_non_http_endpoint_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec(self._minimal_spec(endpoint='ftp://x'), None)
+    self.assertIn('http(s)', str(ctx.exception))
+
+  def test_unknown_key_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec(
+          self._minimal_spec(unexpected='field'), None)
+    self.assertIn('unexpected', str(ctx.exception))
+
+  def test_bad_method_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec(self._minimal_spec(method='DELETE'), None)
+    self.assertIn('method', str(ctx.exception))
+
+  def test_bad_body_type_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec(self._minimal_spec(body='just a string'), None)
+    self.assertIn('body', str(ctx.exception))
+
+  def test_body_can_be_list(self):
+    out = _parse_webhook_spec(
+        self._minimal_spec(body=[{'text': 'hi'}]), None)
+    self.assertEqual(out['body'], [{'text': 'hi'}])
+
+  def test_bad_headers_shape_raises(self):
+    with self.assertRaises(ValueError):
+      _parse_webhook_spec(self._minimal_spec(headers=['x']), None)
+
+  def test_bad_header_value_type_raises(self):
+    with self.assertRaises(ValueError):
+      _parse_webhook_spec(self._minimal_spec(headers={'X': 1}), None)
+
+  def test_bad_scopes_raises(self):
+    with self.assertRaises(ValueError):
+      _parse_webhook_spec(self._minimal_spec(scopes=[]), None)
+    with self.assertRaises(ValueError):
+      _parse_webhook_spec(self._minimal_spec(scopes='not-a-list'), None)
+    with self.assertRaises(ValueError):
+      _parse_webhook_spec(self._minimal_spec(scopes=[123]), None)
+
+  def test_bad_timeout_raises(self):
+    with self.assertRaises(ValueError):
+      _parse_webhook_spec(self._minimal_spec(timeout_seconds=0), None)
+    with self.assertRaises(ValueError):
+      _parse_webhook_spec(self._minimal_spec(timeout_seconds=-5), None)
+    with self.assertRaises(ValueError):
+      _parse_webhook_spec(self._minimal_spec(timeout_seconds='10s'), None)
+
+  def test_parallelism_override(self):
+    out = _parse_webhook_spec(self._minimal_spec(parallelism=5), None)
+    self.assertEqual(out['parallelism'], 5)
+
+  def test_bad_parallelism_raises(self):
+    for bad in (0, -1, 1.5, 'many', True):
+      with self.assertRaises(ValueError, msg=f'parallelism={bad!r}'):
+        _parse_webhook_spec(self._minimal_spec(parallelism=bad), None)
+
+  def test_callback_frequency_override(self):
+    out = _parse_webhook_spec(
+        self._minimal_spec(callback_frequency_seconds=15), None)
+    self.assertEqual(out['callback_frequency_seconds'], 15.0)
+
+  def test_bad_callback_frequency_raises(self):
+    for bad in (0, -2.5, 'fast', True):
+      with self.assertRaises(
+          ValueError, msg=f'callback_frequency_seconds={bad!r}'):
+        _parse_webhook_spec(
+            self._minimal_spec(callback_frequency_seconds=bad), None)
+
+  def test_unknown_placeholder_in_body_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec(
+          self._minimal_spec(body={'q': 'hello {bogus}'}), None)
+    self.assertIn('bogus', str(ctx.exception))
+
+  def test_unknown_placeholder_in_header_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _parse_webhook_spec(
+          self._minimal_spec(headers={'X-Trace': '{bogus}'}), None)
+    self.assertIn('bogus', str(ctx.exception))
+
+  def test_metadata_keys_allowed_as_placeholders(self):
+    out = _parse_webhook_spec(
+        self._minimal_spec(body={'q': '{env}-{value}'}),
+        {'env': 'prod'})
+    self.assertEqual(out['body'], {'q': '{env}-{value}'})
+
+  def test_anomaly_message_placeholder_allowed(self):
+    out = _parse_webhook_spec(
+        self._minimal_spec(body={'q': '{anomaly_message}'}), None)
+    self.assertEqual(out['body'], {'q': '{anomaly_message}'})
+
+  def test_non_string_leaves_pass_through(self):
+    out = _parse_webhook_spec(
+        self._minimal_spec(
+            body={'count': 1, 'enabled': True, 'pct': 0.5, 'tag': None}),
+        None)
+    self.assertEqual(
+        out['body'],
+        {'count': 1, 'enabled': True, 'pct': 0.5, 'tag': None})
+
+
+class SubstituteTemplateTreeTest(unittest.TestCase):
+  """Tests for _substitute_template_tree."""
+
+  def test_dict_substitution(self):
+    out = _substitute_template_tree(
+        {'text': '{a} and {b}'}, {'a': 1, 'b': 2})
+    self.assertEqual(out, {'text': '1 and 2'})
+
+  def test_nested_substitution(self):
+    tree = {
+        'messages': [
+            {'userMessage': {'text': 'Anomaly: {value}'}},
+            {'userMessage': {'text': 'Key: {key}'}},
+        ],
+        'meta': {'agent': 'projects/{project}/agents/x'},
+    }
+    out = _substitute_template_tree(
+        tree, {'value': 99.0, 'key': 'campaign_a', 'project': 'p1'})
+    self.assertEqual(
+        out['messages'][0]['userMessage']['text'], 'Anomaly: 99.0')
+    self.assertEqual(out['messages'][1]['userMessage']['text'],
+                     'Key: campaign_a')
+    self.assertEqual(out['meta']['agent'], 'projects/p1/agents/x')
+
+  def test_non_string_leaves_unchanged(self):
+    tree = {'n': 1, 'b': True, 'f': 2.5, 'z': None, 's': '{a}'}
+    out = _substitute_template_tree(tree, {'a': 'X'})
+    self.assertEqual(out, {'n': 1, 'b': True, 'f': 2.5, 'z': None, 's': 'X'})
+
+  def test_does_not_mutate_input(self):
+    tree = {'a': [{'b': '{x}'}]}
+    out = _substitute_template_tree(tree, {'x': 'sub'})
+    self.assertEqual(tree['a'][0]['b'], '{x}')
+    self.assertEqual(out['a'][0]['b'], 'sub')
+
+  def test_static_string_passes_through(self):
+    out = _substitute_template_tree({'x': 'literal'}, {})
+    self.assertEqual(out, {'x': 'literal'})
+
+
+class ValidateTemplateTreeTest(unittest.TestCase):
+  """Tests for _validate_template_tree."""
+
+  def test_valid_tree(self):
+    _validate_template_tree(
+        {'a': '{x}', 'b': [{'c': '{y}'}]}, {'x', 'y'})
+
+  def test_unknown_at_top_level_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _validate_template_tree({'a': '{bogus}'}, {'x'})
+    self.assertIn('bogus', str(ctx.exception))
+
+  def test_unknown_nested_raises(self):
+    with self.assertRaises(ValueError) as ctx:
+      _validate_template_tree(
+          {'a': [{'b': 'ok'}, {'c': '{nope}'}]}, {'ok'})
+    self.assertIn('nope', str(ctx.exception))
+
+  def test_non_string_leaves_skipped(self):
+    _validate_template_tree({'a': 1, 'b': True, 'c': None}, set())
+
+
+class ComputeAnomalyMessageTest(unittest.TestCase):
+  """Tests for _compute_anomaly_message."""
+
+  def _fields(self, **overrides):
+    base = {
+        'value': 42.0, 'score': 5.0, 'label': 1, 'threshold': 'null',
+        'model_id': 'ZScore', 'info': '', 'key': '',
+        'window_start': '2026-05-10T00:00:00Z',
+        'window_end': '2026-05-10T00:01:00Z',
+    }
+    base.update(overrides)
+    return base
+
+  def test_default_message(self):
+    msg = _compute_anomaly_message(self._fields(), None, None)
+    self.assertIn('Anomaly detected', msg)
+    self.assertIn('value=42.0', msg)
+    self.assertIn('score=5.0', msg)
+
+  def test_custom_format(self):
+    msg = _compute_anomaly_message(
+        self._fields(value=77.0), 'alert v={value}', None)
+    self.assertEqual(msg, 'alert v=77.0')
+
+  def test_metadata_visible_in_custom_format(self):
+    msg = _compute_anomaly_message(
+        self._fields(), '{env}-{model_id}', {'env': 'prod'})
+    self.assertEqual(msg, 'prod-ZScore')
+
+  def test_anomaly_fields_override_metadata(self):
+    msg = _compute_anomaly_message(
+        self._fields(value=10.0),
+        'v={value}',
+        {'value': 'SHOULD_NOT_APPEAR'})
+    self.assertEqual(msg, 'v=10.0')
+
+
+class _StubResponse:
+  """Minimal stand-in for a requests Response used by DoFn tests."""
+
+  def __init__(self, status_code=200, text=''):
+    self.status_code = status_code
+    self.text = text
+
+  def raise_for_status(self):
+    if self.status_code >= 400:
+      raise RuntimeError(f'HTTP {self.status_code}')
+
+
+class _StubSession:
+  """Captures the most recent request() call for assertions."""
+
+  def __init__(self, status_code=200):
+    self.calls = []
+    self._status_code = status_code
+
+  def request(self, method, url, json=None, headers=None, timeout=None):
+    self.calls.append({
+        'method': method, 'url': url, 'json': json,
+        'headers': headers, 'timeout': timeout,
+    })
+    return _StubResponse(status_code=self._status_code)
+
+
+class PostAnomalyToWebhookTest(unittest.TestCase):
+  """Tests for _PostAnomalyToWebhook DoFn (session stubbed; no network)."""
+
+  def _make_result(self, label, value=42.0, score=5.0, model_id='ZScore'):
+    row = beam.Row(
+        value=value,
+        window_start=Timestamp(1000), window_end=Timestamp(1001))
+    prediction = AnomalyPrediction(
+        model_id=model_id, score=score, label=label)
+    return AnomalyResult(example=row, predictions=[prediction])
+
+  def _make_dofn(self, body, *, message_format=None, message_metadata=None,
+                 headers=None, status_code=200, method='POST',
+                 endpoint='https://example.com/x'):
+    spec = {
+        'endpoint': endpoint,
+        'body': body,
+        'method': method,
+        'headers': headers or {},
+        'scopes': ['https://www.googleapis.com/auth/cloud-platform'],
+        'timeout_seconds': 10.0,
+    }
+    dofn = _PostAnomalyToWebhook(spec, message_format, message_metadata)
+    dofn._session = _StubSession(status_code=status_code)
+    return dofn
+
+  def test_outlier_triggers_post(self):
+    dofn = self._make_dofn({'q': 'value={value}'})
+    dofn.process(self._make_result(label=1, value=99.0))
+    self.assertEqual(len(dofn._session.calls), 1)
+    call = dofn._session.calls[0]
+    self.assertEqual(call['method'], 'POST')
+    self.assertEqual(call['url'], 'https://example.com/x')
+    self.assertEqual(call['json'], {'q': 'value=99.0'})
+
+  def test_success_log_includes_window_and_elapsed(self):
+    """The success path emits an INFO log line that names the specific
+    anomaly window and how long the POST took, so operators can trace
+    individual anomalies through the webhook stage.
+
+    Importantly, the grouping key is NOT logged: in keyed pipelines the
+    key can hold user-derived values (account id, customer segment,
+    etc.) that shouldn't leak into pipeline logs. This test feeds a
+    keyed element with a recognizable sentinel value and asserts the
+    sentinel does NOT appear in the captured log output.
+    """
+    dofn = self._make_dofn({'q': '{value}'})
+    sensitive_key = 'SENSITIVE_CUSTOMER_ID_12345'
+    with self.assertLogs('bqmonitor.pipeline', level='INFO') as ctx:
+      dofn.process((sensitive_key, self._make_result(label=1, value=99.0)))
+    success_lines = [r for r in ctx.output if 'posted anomaly' in r]
+    self.assertEqual(
+        len(success_lines), 1, f'expected one success log, got: {ctx.output}')
+    line = success_lines[0]
+    # Window timestamps come from Timestamp(1000)/Timestamp(1001) as RFC3339.
+    self.assertIn('window=', line)
+    self.assertIn('1970-01-01T00:16:40', line)  # Timestamp(1000)
+    self.assertIn('model_id=ZScore', line)
+    self.assertIn('status=200', line)
+    # Elapsed time is formatted as "%.2fs"; just confirm the suffix.
+    self.assertRegex(line, r'in \d+\.\d{2}s')
+    # Privacy: the grouping key must not appear anywhere in the log
+    # output — neither the value (could be PII) nor a 'key=' label.
+    for log_line in ctx.output:
+      self.assertNotIn(sensitive_key, log_line)
+      self.assertNotIn('key=', log_line)
+
+  def test_anomaly_message_default(self):
+    dofn = self._make_dofn({'q': '{anomaly_message}'})
+    dofn.process(self._make_result(label=1, value=12.0))
+    body_q = dofn._session.calls[0]['json']['q']
+    self.assertIn('Anomaly detected', body_q)
+    self.assertIn('value=12.0', body_q)
+
+  def test_anomaly_message_from_message_format(self):
+    dofn = self._make_dofn(
+        {'q': '{anomaly_message}'},
+        message_format='custom alert v={value}')
+    dofn.process(self._make_result(label=1, value=99.0))
+    self.assertEqual(
+        dofn._session.calls[0]['json']['q'], 'custom alert v=99.0')
+
+  def test_metadata_visible_in_body(self):
+    dofn = self._make_dofn(
+        {'q': '{env} v={value}'},
+        message_metadata={'env': 'prod'})
+    dofn.process(self._make_result(label=1, value=7.0))
+    self.assertEqual(
+        dofn._session.calls[0]['json']['q'], 'prod v=7.0')
+
+  def test_keyed_element_substitutes_key(self):
+    dofn = self._make_dofn({'q': 'k={key}'})
+    dofn.process(('campaign_search', self._make_result(label=1)))
+    self.assertEqual(
+        dofn._session.calls[0]['json']['q'], 'k=campaign_search')
+
+  def test_headers_substituted(self):
+    dofn = self._make_dofn(
+        {'q': 'x'},
+        headers={'X-Anomaly-Key': '{key}'})
+    dofn.process(('campaign_a', self._make_result(label=1)))
+    self.assertEqual(
+        dofn._session.calls[0]['headers'],
+        {'X-Anomaly-Key': 'campaign_a'})
+
+  def test_nested_body_substituted(self):
+    dofn = self._make_dofn({
+        'messages': [{
+            'userMessage': {
+                'text': '{anomaly_message}',
+                'runtime_params': {'static': 'value'},
+            },
+        }],
+        'dataAgentContext': {'dataAgent': 'projects/p/dataAgents/a'},
+    })
+    dofn.process(self._make_result(label=1, value=88.0))
+    posted = dofn._session.calls[0]['json']
+    self.assertIn(
+        'value=88.0', posted['messages'][0]['userMessage']['text'])
+    self.assertEqual(
+        posted['messages'][0]['userMessage']['runtime_params']['static'],
+        'value')
+    self.assertEqual(
+        posted['dataAgentContext']['dataAgent'],
+        'projects/p/dataAgents/a')
+
+  def test_5xx_raises_for_retry(self):
+    """5xx → transient; bundle retry covers server-side flapping."""
+    dofn = self._make_dofn({'q': '{value}'}, status_code=500)
+    with self.assertRaises(RuntimeError):
+      dofn.process(self._make_result(label=1))
+    # The POST was attempted even though it failed.
+    self.assertEqual(len(dofn._session.calls), 1)
+
+  def test_503_raises_for_retry(self):
+    dofn = self._make_dofn({'q': '{value}'}, status_code=503)
+    with self.assertRaises(RuntimeError):
+      dofn.process(self._make_result(label=1))
+
+  def test_429_raises_for_retry(self):
+    """429 Too Many Requests → transient; back off and retry."""
+    dofn = self._make_dofn({'q': '{value}'}, status_code=429)
+    with self.assertRaises(RuntimeError):
+      dofn.process(self._make_result(label=1))
+
+  def test_408_raises_for_retry(self):
+    dofn = self._make_dofn({'q': '{value}'}, status_code=408)
+    with self.assertRaises(RuntimeError):
+      dofn.process(self._make_result(label=1))
+
+  def test_permanent_4xx_dropped(self):
+    """Permanent 4xx (e.g. 400 bad request) is logged and dropped, not
+    raised. Raising would cause streaming Dataflow to retry the bundle
+    indefinitely, blocking pipeline progress on a misconfigured run."""
+    for status in (400, 401, 403, 404, 422):
+      dofn = self._make_dofn({'q': '{value}'}, status_code=status)
+      # Should not raise.
+      dofn.process(self._make_result(label=1))
+      # Should still have attempted the POST once.
+      self.assertEqual(
+          len(dofn._session.calls), 1,
+          f'expected one call for status {status}')
+
+  def test_method_propagated(self):
+    dofn = self._make_dofn({'q': 'x'}, method='PUT')
+    dofn.process(self._make_result(label=1))
+    self.assertEqual(dofn._session.calls[0]['method'], 'PUT')
+
+  def test_timeout_propagated(self):
+    dofn = self._make_dofn({'q': 'x'})
+    dofn.process(self._make_result(label=1))
+    self.assertEqual(dofn._session.calls[0]['timeout'], 10.0)
+
+
+class AnomalyIdTest(unittest.TestCase):
+  """Tests for _anomaly_id used by AsyncWrapper for per-element dedup."""
+
+  def _result(self, ws=1000, we=1001, model_id='ZScore', value=42.0):
+    row = beam.Row(
+        value=value, window_start=Timestamp(ws), window_end=Timestamp(we))
+    pred = AnomalyPrediction(model_id=model_id, score=1.0, label=1)
+    return AnomalyResult(example=row, predictions=[pred])
+
+  def test_stable_for_same_anomaly(self):
+    a = self._result()
+    b = self._result()
+    self.assertEqual(_anomaly_id(a), _anomaly_id(b))
+
+  def test_differs_by_window(self):
+    self.assertNotEqual(
+        _anomaly_id(self._result(ws=1000)),
+        _anomaly_id(self._result(ws=2000)))
+
+  def test_differs_by_model_id(self):
+    self.assertNotEqual(
+        _anomaly_id(self._result(model_id='ZScore')),
+        _anomaly_id(self._result(model_id='IQR')))
+
+  def test_hashable(self):
+    # AsyncWrapper stores ids as dict keys, so they must be hashable.
+    hash(_anomaly_id(self._result()))
+
+
+class KeyAnomalyForAsyncTest(unittest.TestCase):
+  """Tests for _key_anomaly_for_async."""
+
+  def test_already_keyed_string_passes_through_unchanged(self):
+    self.assertEqual(_key_anomaly_for_async(('mykey', 'val')), ('mykey', 'val'))
+
+  def test_tuple_key_stringified(self):
+    """Regression: upstream keyed pipelines emit tuple keys (e.g.
+    ``('campaign_a',)`` for a single-column ``group_by``). AsyncWrapper
+    feeds the key to ``random.seed`` which rejects tuples, so the key
+    must be stringified before reaching the stateful DoFns."""
+    out = _key_anomaly_for_async((('campaign_a',), 'val'))
+    self.assertEqual(out, ("('campaign_a',)", 'val'))
+    import random as _random
+    _random.seed(out[0])  # would TypeError on tuple before the fix
+
+  def test_multi_column_tuple_key_stringified(self):
+    out = _key_anomaly_for_async((('search', 'mobile'), 'val'))
+    self.assertEqual(out, ("('search', 'mobile')", 'val'))
+
+  def test_unkeyed_gets_sentinel(self):
+    self.assertEqual(
+        _key_anomaly_for_async('val'), (_UNKEYED_SENTINEL, 'val'))
+
+  def test_unkeyed_anomaly_result(self):
+    result = AnomalyResult(
+        example=beam.Row(
+            value=1.0,
+            window_start=Timestamp(0), window_end=Timestamp(1)),
+        predictions=[
+            AnomalyPrediction(model_id='X', score=1.0, label=1)])
+    out = _key_anomaly_for_async(result)
+    self.assertEqual(out[0], _UNKEYED_SENTINEL)
+    self.assertIs(out[1], result)
+
+
+class _FakeBagState:
+  """In-memory stand-in for a Beam BagStateSpec.
+
+  Matches the contract AsyncWrapper expects (``add``, ``clear``,
+  ``read``). Modeled directly on the helper used in Beam's own
+  apache_beam/transforms/async_dofn_test.py so the test patterns
+  translate one-to-one.
+  """
+
+  def __init__(self, items):
+    self.items = list(items)
+    self.lock = __import__('threading').Lock()
+
+  def add(self, item):
+    with self.lock:
+      self.items.append(item)
+
+  def clear(self):
+    with self.lock:
+      self.items = []
+
+  def read(self):
+    with self.lock:
+      return self.items.copy()
+
+
+class _FakeTimer:
+  def __init__(self, t):
+    self.time = t
+
+  def set(self, t):
+    self.time = t
+
+
+class AsyncWebhookWiringTest(unittest.TestCase):
+  """End-to-end tests of _PostAnomalyToWebhook wrapped in AsyncWrapper.
+
+  We bypass the real GCP auth path by overriding the inner DoFn's setup
+  (so AsyncWrapper.setup doesn't try to fetch ADC) and inject a
+  _StubSession before triggering any processing. State is simulated
+  with _FakeBagState / _FakeTimer per the Beam-internal test pattern.
+  """
+
+  def setUp(self):
+    super().setUp()
+    # Reset the wrapper's module-level pool registry so tests don't
+    # leak state into each other.
+    from apache_beam.transforms.async_dofn import AsyncWrapper as _AW
+    _AW.reset_state()
+
+  def _build(self, body, *, status_code=200, parallelism=2,
+             callback_frequency=0.1):
+    from apache_beam.transforms.async_dofn import AsyncWrapper as _AW
+    spec = {
+        'endpoint': 'https://example.com/x',
+        'body': body,
+        'method': 'POST',
+        'headers': {},
+        'scopes': ['https://www.googleapis.com/auth/cloud-platform'],
+        'timeout_seconds': 10.0,
+    }
+    sync_dofn = _PostAnomalyToWebhook(spec, None, None)
+    stub = _StubSession(status_code=status_code)
+    # Bypass real google.auth.default() by overriding setup; AsyncWrapper
+    # calls sync_dofn.setup() inside its own setup().
+    sync_dofn.setup = lambda: setattr(sync_dofn, '_session', stub)
+    async_dofn = _AW(
+        sync_dofn,
+        parallelism=parallelism,
+        callback_frequency=callback_frequency,
+        id_fn=_anomaly_id)
+    async_dofn.setup()
+    return async_dofn, sync_dofn, stub
+
+  def _make_result(self, label=1, value=42.0, ws=1000, we=1001):
+    row = beam.Row(
+        value=value,
+        window_start=Timestamp(ws), window_end=Timestamp(we))
+    pred = AnomalyPrediction(model_id='ZScore', score=5.0, label=label)
+    return AnomalyResult(example=row, predictions=[pred])
+
+  def _wait_empty(self, async_dofn, timeout=10):
+    elapsed = 0
+    while not async_dofn.is_empty():
+      time.sleep(0.5)
+      elapsed += 0.5
+      if elapsed > timeout:
+        raise TimeoutError('async dofn did not drain')
+    # Give callbacks a moment to settle once the future completes.
+    time.sleep(0.5)
+
+  def test_outlier_posts_via_async_wrapper(self):
+    async_dofn, _, stub = self._build({'q': 'value={value}'})
+    msg = ('k1', self._make_result(label=1, value=99.0))
+    state = _FakeBagState([])
+    timer = _FakeTimer(0)
+
+    result = async_dofn.process(msg, to_process=state, timer=timer)
+    # Async: nothing emitted yet; element is queued in bag state.
+    self.assertEqual(result, [])
+    self.assertEqual(state.items, [msg])
+    self.assertNotEqual(timer.time, 0)  # timer was set
+
+    self._wait_empty(async_dofn)
+    # Now drive the timer callback to harvest the finished future.
+    async_dofn.commit_finished_items(state, timer)
+    self.assertEqual(state.items, [])
+
+    # The inner DoFn's stub session recorded exactly one POST with the
+    # substituted body.
+    self.assertEqual(len(stub.calls), 1)
+    self.assertEqual(stub.calls[0]['json'], {'q': 'value=99.0'})
+
+class _FakeReadModifyWriteState:
+  """In-memory stand-in for a Beam ReadModifyWriteStateSpec, used to
+  unit-test _RateLimitAlerts without a real pipeline.
+
+  Matches the contract the DoFn relies on: ``read()`` returns the last
+  value written (or None if never written), ``write(v)`` overwrites,
+  ``clear()`` resets to the never-written state.
+  """
+
+  def __init__(self):
+    self._value = None
+
+  def read(self):
+    return self._value
+
+  def write(self, v):
+    self._value = v
+
+  def clear(self):
+    self._value = None
+
+
+class IsOutlierTest(unittest.TestCase):
+  """Tests for _is_outlier, the filter predicate that gates entry to the
+  rate-limit stage. Without this filter, the keyed reshuffle in front of
+  _RateLimitAlerts would shuffle every detection result (outlier, normal,
+  warmup) instead of just the small minority that need alerting.
+  """
+
+  def _result(self, label):
+    row = beam.Row(
+        value=1.0, window_start=Timestamp(0), window_end=Timestamp(1))
+    return AnomalyResult(
+        example=row,
+        predictions=[
+            AnomalyPrediction(model_id='ZScore', score=1.0, label=label)])
+
+  def test_outlier_label_one_kept(self):
+    self.assertTrue(_is_outlier(self._result(label=1)))
+
+  def test_normal_label_zero_filtered(self):
+    self.assertFalse(_is_outlier(self._result(label=0)))
+
+  def test_warmup_label_minus_two_filtered(self):
+    self.assertFalse(_is_outlier(self._result(label=-2)))
+
+  def test_keyed_element_unwrapped_correctly(self):
+    """Keyed-pipeline tuples must be unwrapped to test the value's label."""
+    self.assertTrue(_is_outlier(('campaign_a', self._result(label=1))))
+    self.assertFalse(_is_outlier(('campaign_a', self._result(label=0))))
+
+
+class RateLimitAlertsTest(unittest.TestCase):
+  """Tests for _RateLimitAlerts.
+
+  The DoFn is stateful (per-key ReadModifyWriteStateSpec). We bypass
+  Beam's state plumbing by passing a _FakeReadModifyWriteState directly
+  as the keyword argument the DoFn declares for the StateParam.
+  """
+
+  def _make_element(self, window_end_sec, key='k1', label=1):
+    """Build a (key, AnomalyResult) element. Only window_end matters
+    for the rate limiter's decision; window_start is arbitrary.
+
+    ``label`` defaults to 1 (outlier) for the typical test path.
+    Pass 0 for "normal" or -2 for "warmup" to exercise the
+    label-gating behavior."""
+    row = beam.Row(
+        value=1.0,
+        window_start=Timestamp(max(0, window_end_sec - 1)),
+        window_end=Timestamp(window_end_sec))
+    pred = AnomalyPrediction(model_id='ZScore', score=5.0, label=label)
+    return (key, AnomalyResult(example=row, predictions=[pred]))
+
+  def _run(self, dofn, element, state):
+    return list(dofn.process(element, last_event=state))
+
+  def test_first_anomaly_fires(self):
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    out = self._run(dofn, self._make_element(window_end_sec=100), state)
+    self.assertEqual(len(out), 1, 'first event for a key must fire')
+    # last_event_micros recorded.
+    self.assertEqual(state.read(), 100 * 1_000_000)
+
+  def test_within_cooldown_suppressed(self):
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    # T0 fires.
+    self._run(dofn, self._make_element(window_end_sec=0), state)
+    # T+5 min: well within 10 min cooldown.
+    out = self._run(dofn, self._make_element(window_end_sec=300), state)
+    self.assertEqual(out, [], 'within-cooldown event must be suppressed')
+    # State STILL advanced — session-window semantics.
+    self.assertEqual(state.read(), 300 * 1_000_000)
+
+  def test_after_cooldown_fires(self):
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    self._run(dofn, self._make_element(window_end_sec=0), state)
+    out = self._run(
+        dofn, self._make_element(window_end_sec=600), state)
+    self.assertEqual(len(out), 1, 'event >=cooldown after prior must fire')
+    self.assertEqual(state.read(), 600 * 1_000_000)
+
+  def test_session_extends_with_continuous_events(self):
+    """User's canonical example: events at T0, T1, T2, T8, T19 with a
+    10-minute (600s) cooldown. Only T0 and T19 should fire — even
+    though T19 is more than 10 min after the first fire, every event
+    in between has been pushing last_event forward."""
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    fired = []
+    for minute in (0, 1, 2, 8, 19):
+      out = self._run(
+          dofn, self._make_element(window_end_sec=minute * 60), state)
+      if out:
+        fired.append(minute)
+    self.assertEqual(
+        fired, [0, 19],
+        f'expected fires at minutes [0, 19] only; got {fired}')
+
+  def test_cooldown_zero_is_passthrough_and_never_touches_state(self):
+    """cooldown=0 is the documented "rate limiting disabled" mode.
+    The DoFn must:
+      - yield every outlier (no suppression), AND
+      - never read or write state.
+
+    The second property matters for Dataflow --update: the stage is
+    always topologically present so operators can toggle the cooldown
+    without redeploying, and that toggle must not leave stale state
+    behind from the disabled-cooldown phase. We assert state stays
+    untouched by checking the FakeReadModifyWriteState's internal
+    value stays at its initial None across many invocations.
+    """
+    dofn = _RateLimitAlerts(cooldown_seconds=0)
+    state = _FakeReadModifyWriteState()
+    for sec in (0, 1, 2, 3, 600, 6000):
+      out = self._run(dofn, self._make_element(window_end_sec=sec), state)
+      self.assertEqual(len(out), 1, f'event at {sec}s should fire')
+    self.assertIsNone(
+        state.read(),
+        'cooldown=0 must not write state, but state is %r' % state.read())
+
+  def test_negative_cooldown_is_also_passthrough(self):
+    """Defensive: negative cooldowns are treated the same as 0 (the
+    `<= 0` boundary). This guards against accidentally passing -1 as
+    a "disabled" sentinel through some other code path."""
+    dofn = _RateLimitAlerts(cooldown_seconds=-1)
+    state = _FakeReadModifyWriteState()
+    for sec in (0, 100, 200):
+      out = self._run(dofn, self._make_element(window_end_sec=sec), state)
+      self.assertEqual(len(out), 1)
+    self.assertIsNone(state.read())
+
+  def test_exactly_at_cooldown_fires(self):
+    """The rule is `delta >= cooldown`, not strictly `>`, so an event
+    at exactly cooldown_seconds after the prior must fire."""
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    self._run(dofn, self._make_element(window_end_sec=0), state)
+    out = self._run(
+        dofn, self._make_element(window_end_sec=600), state)
+    self.assertEqual(len(out), 1)
+
+  def test_state_is_per_key_in_practice(self):
+    """The DoFn body doesn't manage per-key sharding itself — Beam does
+    that by giving the DoFn a fresh state instance per key. This test
+    documents the contract by passing independent state instances for
+    two different keys and verifying neither suppresses the other's
+    first event."""
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state_a = _FakeReadModifyWriteState()
+    state_b = _FakeReadModifyWriteState()
+    # Both keys fire at T0 because each has its own state.
+    self.assertEqual(
+        len(self._run(
+            dofn, self._make_element(window_end_sec=0, key='a'),
+            state_a)), 1)
+    self.assertEqual(
+        len(self._run(
+            dofn, self._make_element(window_end_sec=0, key='b'),
+            state_b)), 1)
+    # Key a's next event is within cooldown — suppressed under state_a.
+    self.assertEqual(
+        len(self._run(
+            dofn, self._make_element(window_end_sec=60, key='a'),
+            state_a)), 0)
+    # But key b's next event is also within cooldown — suppressed under
+    # state_b, INDEPENDENT of what state_a is doing.
+    self.assertEqual(
+        len(self._run(
+            dofn, self._make_element(window_end_sec=60, key='b'),
+            state_b)), 0)
+
+  def test_normal_label_passes_through_without_touching_state(self):
+    """Regression: only outliers (label=1) should affect state.
+    Normal results (label=0) must pass through unchanged and must NOT
+    write last_event, otherwise a quiet baseline of normal traffic
+    would silently extend the session before any real outlier."""
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    # Feed a stream of normal results at increasing timestamps.
+    for sec in (0, 60, 120, 180):
+      out = self._run(
+          dofn, self._make_element(window_end_sec=sec, label=0), state)
+      self.assertEqual(len(out), 1, 'normal results must pass through')
+    # State must still be unset — normals do not touch it.
+    self.assertIsNone(
+        state.read(),
+        f'normals must not write last_event; got {state.read()!r}')
+
+  def test_warmup_label_passes_through_without_touching_state(self):
+    """Same as the normal case but for warmup results (label=-2)."""
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    for sec in (0, 60, 120):
+      out = self._run(
+          dofn, self._make_element(window_end_sec=sec, label=-2), state)
+      self.assertEqual(len(out), 1, 'warmup results must pass through')
+    self.assertIsNone(state.read())
+
+  def test_warmup_then_outlier_fires_first_outlier(self):
+    """Warmup results before the first outlier must NOT eat the
+    initial fire. The outlier's session starts fresh."""
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    # 5 minutes of warmup at +60s intervals — none should touch state.
+    for sec in (0, 60, 120, 180, 240, 300):
+      self._run(
+          dofn, self._make_element(window_end_sec=sec, label=-2), state)
+    # First real outlier at T=350s: must fire (no prior outlier).
+    out = self._run(
+        dofn, self._make_element(window_end_sec=350, label=1), state)
+    self.assertEqual(
+        len(out), 1,
+        'first outlier must fire even after a long warmup phase')
+    self.assertEqual(state.read(), 350 * 1_000_000)
+
+  def test_outliers_interleaved_with_normals(self):
+    """A real-world scenario: outliers at minutes 0 and 11, with a
+    stream of normal results in between. The normals must not extend
+    the session, so the outlier at 11min still fires (11 >= 10)."""
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    fired = []
+    # T0: outlier → fires.
+    if self._run(dofn, self._make_element(0, label=1), state):
+      fired.append(0)
+    # T1..T10 minutes: normals (label=0).
+    for m in range(1, 11):
+      self._run(dofn, self._make_element(m * 60, label=0), state)
+    # T11 min: outlier — gap from prior outlier (T0) is 11 min ≥ 10.
+    if self._run(dofn, self._make_element(11 * 60, label=1), state):
+      fired.append(11)
+    self.assertEqual(
+        fired, [0, 11],
+        'normals between outliers must NOT extend the session')
+
+  def test_suppress_logs_window_not_key(self):
+    """Privacy: the suppression log must include the anomaly window
+    but not the grouping key (matches the webhook DoFn's policy)."""
+    dofn = _RateLimitAlerts(cooldown_seconds=600)
+    state = _FakeReadModifyWriteState()
+    # Fire once to seed state.
+    self._run(
+        dofn, self._make_element(window_end_sec=0, key='SECRET_KEY'),
+        state)
+    # Now suppress with a recognizable key.
+    with self.assertLogs('bqmonitor.pipeline', level='INFO') as ctx:
+      self._run(
+          dofn,
+          self._make_element(window_end_sec=60, key='SECRET_KEY'),
+          state)
+    suppressed = [r for r in ctx.output if 'suppressed' in r]
+    self.assertEqual(
+        len(suppressed), 1, f'expected 1 suppression log, got: {ctx.output}')
+    line = suppressed[0]
+    self.assertIn('window=', line)
+    for log_line in ctx.output:
+      self.assertNotIn('SECRET_KEY', log_line)
+      self.assertNotIn('key=', log_line)
+
+
 if __name__ == '__main__':
   unittest.main()
diff --git a/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToAvro.java b/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToAvro.java
index 18d0c3cce3..0bc02b2c2c 100644
--- a/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToAvro.java
+++ b/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToAvro.java
@@ -25,6 +25,7 @@
 import com.google.cloud.teleport.metadata.TemplateParameter;
 import com.google.cloud.teleport.util.DualInputNestedValueProvider;
 import com.google.cloud.teleport.util.DualInputNestedValueProvider.TranslatorInput;
+import com.google.cloud.teleport.util.DurationUtils;
 import com.google.protobuf.ByteOutput;
 import com.google.protobuf.ByteString;
 import com.google.protobuf.UnsafeByteOperations;
@@ -142,6 +143,31 @@ public interface Options extends PipelineOptions {
 
     @SuppressWarnings("unused")
     void setBigtableAppProfileId(ValueProvider<String> appProfileId);
+
+    @TemplateParameter.Duration(
+        order = 7,
+        groupName = "Source",
+        optional = true,
+        description = "Read rows attempt timeout",
+        helpText = "Controls the timeout for each remote read rows call.")
+    @Default.String("5m")
+    String getReadRowsAttemptTimeout();
+
+    @SuppressWarnings("unused")
+    void setReadRowsAttemptTimeout(String timeout);
+
+    @TemplateParameter.Duration(
+        order = 8,
+        groupName = "Source",
+        optional = true,
+        description = "Read rows operation timeout",
+        helpText =
+            "Controls the total timeout of each read rows operation, including all attempts.")
+    @Default.String("10m")
+    String getReadRowsOperationTimeout();
+
+    @SuppressWarnings("unused")
+    void setReadRowsOperationTimeout(String timeout);
   }
 
   /**
@@ -168,6 +194,9 @@ public static PipelineResult run(Options options) {
             .withProjectId(options.getBigtableProjectId())
             .withInstanceId(options.getBigtableInstanceId())
             .withAppProfileId(options.getBigtableAppProfileId())
+            .withAttemptTimeout(DurationUtils.parseDuration(options.getReadRowsAttemptTimeout()))
+            .withOperationTimeout(
+                DurationUtils.parseDuration(options.getReadRowsOperationTimeout()))
             .withTableId(options.getBigtableTableId());
 
     // Do not validate input fields if it is running as a template.
diff --git a/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToJson.java b/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToJson.java
index e3fb5ffcdb..8071759658 100644
--- a/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToJson.java
+++ b/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToJson.java
@@ -26,6 +26,7 @@
 import com.google.cloud.teleport.metadata.TemplateParameter.TemplateEnumOption;
 import com.google.cloud.teleport.util.DualInputNestedValueProvider;
 import com.google.cloud.teleport.util.DualInputNestedValueProvider.TranslatorInput;
+import com.google.cloud.teleport.util.DurationUtils;
 import com.google.gson.stream.JsonWriter;
 import java.io.IOException;
 import java.io.StringWriter;
@@ -180,6 +181,31 @@ public interface Options extends PipelineOptions {
 
     @SuppressWarnings("unused")
     void setBigtableAppProfileId(ValueProvider<String> appProfileId);
+
+    @TemplateParameter.Duration(
+        order = 9,
+        groupName = "Source",
+        optional = true,
+        description = "Read rows attempt timeout",
+        helpText = "Controls the timeout for each remote read rows call.")
+    @Default.String("5m")
+    String getReadRowsAttemptTimeout();
+
+    @SuppressWarnings("unused")
+    void setReadRowsAttemptTimeout(String timeout);
+
+    @TemplateParameter.Duration(
+        order = 10,
+        groupName = "Source",
+        optional = true,
+        description = "Read rows operation timeout",
+        helpText =
+            "Controls the total timeout of each read rows operation, including all attempts.")
+    @Default.String("10m")
+    String getReadRowsOperationTimeout();
+
+    @SuppressWarnings("unused")
+    void setReadRowsOperationTimeout(String timeout);
   }
 
   /**
@@ -207,6 +233,9 @@ public static PipelineResult run(Options options) {
             .withProjectId(options.getBigtableProjectId())
             .withInstanceId(options.getBigtableInstanceId())
             .withAppProfileId(options.getBigtableAppProfileId())
+            .withAttemptTimeout(DurationUtils.parseDuration(options.getReadRowsAttemptTimeout()))
+            .withOperationTimeout(
+                DurationUtils.parseDuration(options.getReadRowsOperationTimeout()))
             .withTableId(options.getBigtableTableId());
 
     // Do not validate input fields if it is running as a template.
diff --git a/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToParquet.java b/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToParquet.java
index cc0855032e..6f7aa3bb8e 100644
--- a/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToParquet.java
+++ b/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToParquet.java
@@ -25,6 +25,7 @@
 import com.google.cloud.teleport.metadata.Template;
 import com.google.cloud.teleport.metadata.TemplateCategory;
 import com.google.cloud.teleport.metadata.TemplateParameter;
+import com.google.cloud.teleport.util.DurationUtils;
 import java.nio.ByteBuffer;
 import java.util.ArrayList;
 import java.util.List;
@@ -155,6 +156,44 @@ public interface Options extends PipelineOptions {
 
     @SuppressWarnings("unused")
     void setBigtableAppProfileId(ValueProvider<String> appProfileId);
+
+    @TemplateParameter.Integer(
+        order = 8,
+        optional = true,
+        description = "Minimum row count for page size check",
+        helpText =
+            "The minimum number of rows to buffer before checking if the page size threshold is reached. "
+                + "With large rows, the default (100) can cause excessive memory use; set a lower value "
+                + "(for example, 1) to flush pages more frequently. The default is 100.")
+    ValueProvider<Integer> getMinRowCountForPageSizeCheck();
+
+    @SuppressWarnings("unused")
+    void setMinRowCountForPageSizeCheck(ValueProvider<Integer> minRowCountForPageSizeCheck);
+
+    @TemplateParameter.Duration(
+        order = 9,
+        groupName = "Source",
+        optional = true,
+        description = "Read rows attempt timeout",
+        helpText = "Controls the timeout for each remote read rows call.")
+    @Default.String("5m")
+    String getReadRowsAttemptTimeout();
+
+    @SuppressWarnings("unused")
+    void setReadRowsAttemptTimeout(String timeout);
+
+    @TemplateParameter.Duration(
+        order = 10,
+        groupName = "Source",
+        optional = true,
+        description = "Read rows operation timeout",
+        helpText =
+            "Controls the total timeout of each read rows operation, including all attempts.")
+    @Default.String("10m")
+    String getReadRowsOperationTimeout();
+
+    @SuppressWarnings("unused")
+    void setReadRowsOperationTimeout(String timeout);
   }
 
   /**
@@ -185,6 +224,9 @@ public static PipelineResult run(Options options) {
             .withProjectId(options.getBigtableProjectId())
             .withInstanceId(options.getBigtableInstanceId())
             .withAppProfileId(options.getBigtableAppProfileId())
+            .withAttemptTimeout(DurationUtils.parseDuration(options.getReadRowsAttemptTimeout()))
+            .withOperationTimeout(
+                DurationUtils.parseDuration(options.getReadRowsOperationTimeout()))
             .withTableId(options.getBigtableTableId());
 
     // Do not validate input fields if it is running as a template.
@@ -196,9 +238,12 @@ public static PipelineResult run(Options options) {
      * Steps: 1) Read records from Bigtable. 2) Convert a Bigtable Row to a GenericRecord. 3) Write
      * GenericRecord(s) to GCS in parquet format.
      */
+    ParquetIO.Sink parquetSink =
+        ParquetIO.sink(BigtableRow.getClassSchema())
+            .withMinRowCountForPageSizeCheck(options.getMinRowCountForPageSizeCheck());
     FileIO.Write<Void, GenericRecord> write =
         FileIO.<GenericRecord>write()
-            .via(ParquetIO.sink(BigtableRow.getClassSchema()))
+            .via(parquetSink)
             .to(options.getOutputDirectory())
             .withPrefix(options.getFilenamePrefix())
             .withSuffix(".parquet");
diff --git a/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToVectorEmbeddings.java b/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToVectorEmbeddings.java
index 4f51154910..9f10b273e3 100644
--- a/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToVectorEmbeddings.java
+++ b/v1/src/main/java/com/google/cloud/teleport/bigtable/BigtableToVectorEmbeddings.java
@@ -26,6 +26,7 @@
 import com.google.cloud.teleport.metadata.TemplateParameter;
 import com.google.cloud.teleport.util.DualInputNestedValueProvider;
 import com.google.cloud.teleport.util.DualInputNestedValueProvider.TranslatorInput;
+import com.google.cloud.teleport.util.DurationUtils;
 import com.google.gson.stream.JsonWriter;
 import com.google.protobuf.ByteString;
 import java.io.IOException;
@@ -248,8 +249,30 @@ public interface Options extends PipelineOptions {
     @Default.String("default")
     ValueProvider<String> getBigtableAppProfileId();
 
+    @TemplateParameter.Duration(
+        order = 16,
+        groupName = "Source",
+        optional = true,
+        description = "Read rows attempt timeout",
+        helpText = "Controls the timeout for each remote read rows call.")
+    @Default.String("5m")
+    String getReadRowsAttemptTimeout();
+
+    @SuppressWarnings("unused")
+    void setReadRowsAttemptTimeout(String timeout);
+
+    @TemplateParameter.Duration(
+        order = 17,
+        groupName = "Source",
+        optional = true,
+        description = "Read rows operation timeout",
+        helpText =
+            "Controls the total timeout of each read rows operation, including all attempts.")
+    @Default.String("10m")
+    String getReadRowsOperationTimeout();
+
     @SuppressWarnings("unused")
-    void setBigtableAppProfileId(ValueProvider<String> value);
+    void setReadRowsOperationTimeout(String timeout);
   }
 
   /**
@@ -278,6 +301,9 @@ public static PipelineResult run(Options options) {
             .withProjectId(options.getBigtableProjectId())
             .withInstanceId(options.getBigtableInstanceId())
             .withAppProfileId(options.getBigtableAppProfileId())
+            .withAttemptTimeout(DurationUtils.parseDuration(options.getReadRowsAttemptTimeout()))
+            .withOperationTimeout(
+                DurationUtils.parseDuration(options.getReadRowsOperationTimeout()))
             .withTableId(options.getBigtableTableId())
             .withRowFilter(RowFilter.newBuilder().setCellsPerColumnLimitFilter(1).build());
 
diff --git a/v2/datastream-to-spanner/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/DataStreamToSpannerCDCFT.java b/v2/datastream-to-spanner/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/DataStreamToSpannerCDCFT.java
index 6823968763..ca335917df 100644
--- a/v2/datastream-to-spanner/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/DataStreamToSpannerCDCFT.java
+++ b/v2/datastream-to-spanner/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/DataStreamToSpannerCDCFT.java
@@ -192,12 +192,15 @@ public void setUp() throws IOException, InterruptedException {
     // After the 30-minute window expires, failures are no longer injected. The pipeline then
     // rapidly
     // processes the remaining backlog and successfully retries any previously failed events.
+    String jobStartTime = java.time.Instant.now().toString();
     FlexTemplateDataflowJobResourceManager.Builder flexTemplateBuilder =
         FlexTemplateDataflowJobResourceManager.builder(testName)
             .withAdditionalMavenProfile("failureInjectionTest")
             .addParameter(
                 "failureInjectionParameter",
-                "{\"policyType\":\"TransactionTimeoutInjectionPolicy\", \"policyInput\": { \"injectionWindowDuration\": \"PT30M\", \"delayDuration\": \"PT260S\" }}")
+                String.format(
+                    "{\"policyType\":\"TransactionTimeoutInjectionPolicy\", \"policyInput\": { \"injectionWindowDuration\": \"PT30M\", \"delayDuration\": \"PT260S\", \"jobStartTime\": \"%s\" }}",
+                    jobStartTime))
             .addEnvironmentVariable("numWorkers", NUM_WORKERS)
             .addEnvironmentVariable("maxWorkers", MAX_WORKERS);
 
diff --git a/v2/datastream-to-spanner/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/DataStreamToSpannerFTBase.java b/v2/datastream-to-spanner/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/DataStreamToSpannerFTBase.java
index 8d1b28d7de..c029b29aae 100644
--- a/v2/datastream-to-spanner/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/DataStreamToSpannerFTBase.java
+++ b/v2/datastream-to-spanner/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/DataStreamToSpannerFTBase.java
@@ -226,7 +226,8 @@ public PipelineLauncher.LaunchInfo launchFwdDataflowJob(
             .addParameter("gcsPubSubSubscription", pubSubSubscription)
             .addParameter("dlqGcsPubSubSubscription", dlqPubSubSubscription)
             .addParameter("datastreamSourceType", "mysql")
-            .addParameter("inputFileFormat", "avro");
+            .addParameter("inputFileFormat", "avro")
+            .addParameter("workerMachineType", "n2-standard-4");
 
     if (shadowTableSpannerResourceManager != null) {
       flexTemplateBuilder.addParameter(
diff --git a/v2/failure-injection-policies/src/main/java/com/google/cloud/teleport/v2/failureinjection/TransactionTimeoutInjectionPolicy.java b/v2/failure-injection-policies/src/main/java/com/google/cloud/teleport/v2/failureinjection/TransactionTimeoutInjectionPolicy.java
index a8f3c485af..c05463cabd 100644
--- a/v2/failure-injection-policies/src/main/java/com/google/cloud/teleport/v2/failureinjection/TransactionTimeoutInjectionPolicy.java
+++ b/v2/failure-injection-policies/src/main/java/com/google/cloud/teleport/v2/failureinjection/TransactionTimeoutInjectionPolicy.java
@@ -49,6 +49,8 @@ public class TransactionTimeoutInjectionPolicy implements ErrorInjectionPolicy,
   private static final String TRANSACTION_DELAY_DURATION_FIELD = "transactionDelayDuration";
   // The JSON field name for the probability of injecting the delay.
   private static final String TRANSACTION_DELAY_PROBABILITY_FIELD = "transactionDelayProbability";
+  // The JSON field name for the job start time.
+  private static final String JOB_START_TIME_FIELD = "jobStartTime";
 
   private final Duration injectionWindowDuration;
   private final Duration delayDuration;
@@ -85,6 +87,26 @@ public TransactionTimeoutInjectionPolicy(JsonNode inputParameter) {
                   .get(TRANSACTION_DELAY_PROBABILITY_FIELD)
                   .asDouble(delayProbabilityVal)
               : delayProbabilityVal;
+      // The jobStartTime parameter allows specifying a consistent start time for the failure
+      // injection window across all Dataflow workers. If not provided, the policy defaults to
+      // lazy initialization on the first call to shouldInjectionError() on each worker.
+      // Passing a fixed jobStartTime is critical when simulating long delays (e.g., transaction
+      // timeouts) because Dataflow may detect worker threads as stuck and restart the worker.
+      // With lazy initialization, a restarted worker would reset the failure window, potentially
+      // causing an infinite loop of restarts or incorrect test behavior.
+      if (inputParameter.has(JOB_START_TIME_FIELD)) {
+        try {
+          this.startTime = Instant.parse(inputParameter.get(JOB_START_TIME_FIELD).asText());
+          LOG.info("Job start time provided: {}", this.startTime);
+        } catch (DateTimeParseException e) {
+          throw new IllegalArgumentException(
+              "Failed to parse "
+                  + JOB_START_TIME_FIELD
+                  + ". Expected ISO-8601 format. Value: "
+                  + inputParameter.get(JOB_START_TIME_FIELD).asText(),
+              e);
+        }
+      }
     }
 
     this.injectionWindowDuration =
diff --git a/v2/googlecloud-and-mongodb/src/main/resources/requirements.txt b/v2/googlecloud-and-mongodb/src/main/resources/requirements.txt
index 0be21e18bf..dd4df5386e 100644
--- a/v2/googlecloud-and-mongodb/src/main/resources/requirements.txt
+++ b/v2/googlecloud-and-mongodb/src/main/resources/requirements.txt
@@ -222,13 +222,13 @@ betterproto==2.0.0b6 \
     --hash=sha256:720ae92697000f6fcf049c69267d957f0871654c8b0d7458906607685daee784 \
     --hash=sha256:a0839ec165d110a69d0d116f4d0e2bec8d186af4db826257931f0831dab73fcf
     # via envoy-data-plane
-boto3==1.43.3 \
-    --hash=sha256:7c7777862ffc898f05efa566032bbabfe226dbb810e35ec11125817f128bc5c5 \
-    --hash=sha256:fb9fe51849ef2a78198d582756fc06f14f7de27f73e0fa90275d6aa4171eb4d0
+boto3==1.43.6 \
+    --hash=sha256:179601ec2992726a718053bf41e43c223ceba397d31ceab11f64d9c910d9fc3a \
+    --hash=sha256:e6315effaf12b890b99956e6f8e2c3000a3f64e4ee91943cec3895ce9a836afb
     # via apache-beam
-botocore==1.43.3 \
-    --hash=sha256:eac6da0fffccf87888ebf4d89f0b2378218a707efa748cd955b838995e944695 \
-    --hash=sha256:ec0769eb0f7c5034856bb406a92698dbc02a3d4be0f78a384747106b161d8ea3
+botocore==1.43.6 \
+    --hash=sha256:b1e395b347356860398da42e61c808cf1e34b6fa7180cf2b9d87d986e1a06ba0 \
+    --hash=sha256:b6d1fdbc6f65a5fe0b7e947823aa37535d3f39f3ba4d21110fab1f55bbbcc04b
     # via
     #   boto3
     #   s3transfer
@@ -569,6 +569,7 @@ fastavro==1.12.2 \
     --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
     --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
     --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
     --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
     --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
     --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
@@ -773,9 +774,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.50.0 \
-    --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \
-    --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -805,9 +806,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.149.0 \
-    --hash=sha256:a4d73485bf1d727a9e1bbbd13d08d7031490686bbf7d125eb905c1a6c1559a35 \
-    --hash=sha256:e6b5299fa5d303e971cb29a19f03fdbb7b1e3b9d2faa3a788ca933341fba2f2e
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -815,21 +816,21 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -845,9 +846,9 @@ google-cloud-dlp==3.36.0 \
     --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
     --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -857,9 +858,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.37.0 \
-    --hash=sha256:7c5ba9beb5236e2b83c091dd6171423dc7d6d0e989391bd09f60dbd242b29f10 \
-    --hash=sha256:dd912422cf66e4ffb423b0d5391ca81bdfa408eb0f21f57adecdb6fb3b1e0bb1
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -869,13 +870,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.65.0 \
-    --hash=sha256:434139bd1439528398cd2a96e390a57182420747c214a33f317bbac64afd9c5c \
-    --hash=sha256:67ca892698d9530d10c682be7c38265089088b57272af3e57f1ea7afb9e88eff
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -887,9 +888,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -933,15 +934,15 @@ google-genai==1.75.0 \
     --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
     --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -1088,6 +1089,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1213,9 +1215,9 @@ hypothesis==6.148.3 \
     --hash=sha256:bd81221740d8658473060ad900dc831f889f156fdb41210ba2f47cfad10a66ed \
     --hash=sha256:e7dd193da9800234ec5e1541c1eddde4bddff49b53faf690ba68a0af55a7abb3
     # via apache-beam
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1798,81 +1800,81 @@ oracledb==4.0.0 \
     --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \
     --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6
     # via apache-beam
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
@@ -2035,135 +2037,134 @@ pluggy==1.6.0 \
     # via
     #   keyrings-google-artifactregistry-auth
     #   pytest
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
-    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
-    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
-    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
-    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
-    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
-    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
-    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
-    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
-    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
-    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
-    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
-    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
-    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
-    --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \
-    --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \
-    --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \
-    --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \
-    --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \
-    --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \
-    --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \
-    --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \
-    --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \
-    --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \
-    --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \
-    --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \
-    --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \
-    --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \
-    --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \
-    --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \
-    --hash=sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a \
-    --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \
-    --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \
-    --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \
-    --hash=sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726 \
-    --hash=sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49 \
-    --hash=sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44 \
-    --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \
-    --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \
-    --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153 \
-    --hash=sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc \
-    --hash=sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5 \
-    --hash=sha256:5fd37c406dd6dc85aa743e214cef35dc54bbdd1419baac4f6ae5e5b1a2976938 \
-    --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \
-    --hash=sha256:66c1f011f45a3b33d7bcb22daed4b29c0c9e2224758b6be00686731e1b46f925 \
-    --hash=sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8 \
-    --hash=sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c \
-    --hash=sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85 \
-    --hash=sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e \
-    --hash=sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0 \
-    --hash=sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1 \
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+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -2360,133 +2361,133 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.3 \
-    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \
-    --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.46.3 \
-    --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \
-    --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \
-    --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \
-    --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \
-    --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \
-    --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \
-    --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \
-    --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \
-    --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \
-    --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \
-    --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \
-    --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \
-    --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \
-    --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \
-    --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \
-    --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \
-    --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \
-    --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \
-    --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \
-    --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \
-    --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \
-    --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \
-    --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \
-    --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \
-    --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \
-    --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \
-    --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \
-    --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \
-    --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \
-    --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \
-    --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \
-    --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \
-    --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \
-    --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \
-    --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \
-    --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \
-    --hash=sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13 \
-    --hash=sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536 \
-    --hash=sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287 \
-    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0 \
-    --hash=sha256:68ef2f623dda6d5a9067ac014e406c020c780b2a358930a7e5c1b73702900720 \
-    --hash=sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050 \
-    --hash=sha256:6dff8cc884679df229ebc6d8eb2321ea6f8e091bc7d4886d4dc2e0e71452843c \
-    --hash=sha256:6e42d83d1c6b87fa56b521479cff237e626a292f3b31b6345c15a99121b454c1 \
-    --hash=sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8 \
-    --hash=sha256:75a519dab6d63c514f3a81053e5266c549679e4aa88f6ec57f2b7b854aceb1b0 \
-    --hash=sha256:77706aeb41df6a76568434701e0917da10692da28cb69d5fb6919ce5fdb07374 \
-    --hash=sha256:79f561438481f28681584b89e2effb22855e2179880314bcddbf5968e935e807 \
-    --hash=sha256:830d1247d77ad23852314f069e9d7ddafeec5f684baf9d7e7065ed46a049c4e6 \
-    --hash=sha256:831eb19aa789a97356979e94c981e5667759301fb708d1c0d5adf1bc0098b873 \
-    --hash=sha256:83d002b97072a53ea150d63e0a3adfae5670cef5aa8a6e490240e482d3b22e57 \
-    --hash=sha256:85348b8f89d2c3508b65b16c3c33a4da22b8215138d8b996912bb1532868885f \
-    --hash=sha256:8690eba565c6d68ffd3a8655525cbdd5246510b44a637ee2c6c03a7ebfe64d3c \
-    --hash=sha256:87082cd65669a33adeba5470769e9704c7cf026cc30afb9cc77fd865578ebaad \
-    --hash=sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e \
-    --hash=sha256:91249bcb7c165c2fb2a2f852dbc5c91636e2e218e75d96dfdd517e4078e173dd \
-    --hash=sha256:93fd339f23408a07e98950a89644f92c54d8729719a40b30c0a30bb9ebc55d23 \
-    --hash=sha256:9715525891ed524a0a1eb6d053c74d4d4ad5017677fb00af0b7c2644a31bae46 \
-    --hash=sha256:975c267cff4f7e7272eacbe50f6cc03ca9a3da4c4fbd66fffd89c94c1e311aa1 \
-    --hash=sha256:99421e7684a60f7f3550a1d159ade5fdff1954baedb6bdd407cba6a307c9f27d \
-    --hash=sha256:9be3e221bdc6d69abf294dcf7aff6af19c31a5cdcc8f0aa3b14be29df4bd03b1 \
-    --hash=sha256:9ce92e58abc722dac1bf835a6798a60b294e48eb0e625ec9fd994b932ac5feee \
-    --hash=sha256:9d2e32edcc143bc01e95300671915d9ca052d4f745aa0a49c48d4803f8a85f2c \
-    --hash=sha256:9d2f400712a99a013aff420ef1eb9be077f8189a36c1e3ef87660b4e1088a874 \
-    --hash=sha256:9f247596366f4221af52beddd65af1218797771d6989bc891a0b86ccaa019168 \
-    --hash=sha256:a03e6467f0f5ab796a486146d1b887b2dc5e5f9b3288898c1b1c3ad974e53e4a \
-    --hash=sha256:a35cc284c8dd7edae8a31533713b4d2467dfe7c4f1b5587dd4031f28f90d1d13 \
-    --hash=sha256:a3b11c812f61b3129c4905781a2601dfdfdea5fe1e6c1cfb696b55d14e9c054f \
-    --hash=sha256:a642ac886ecf6402d9882d10c405dcf4b902abeb2972cd5fb4a48c83cd59279a \
-    --hash=sha256:a6cd87cb1575b1ad05ba98894c5b5c96411ef678fa2f6ed2576607095b8d9789 \
-    --hash=sha256:a712c7118e6c5ea96562f7b488435172abb94a3c53c22c9efc1412264a45cbbe \
-    --hash=sha256:a7610b6a5242a6c736d8ad47fd5fff87fcfe8f833b281b1c409c3d6835d9227f \
-    --hash=sha256:ab124d49d0459b2373ecf54118a45c28a1e6d4192a533fbc915e70f556feb8e5 \
-    --hash=sha256:ac5ec7fb9b87f04ee839af2d53bcadea57ded7d229719f56c0ed895bff987943 \
-    --hash=sha256:aed19d0c783886d5bd86d80ae5030006b45e28464218747dcf83dabfdd092c7b \
-    --hash=sha256:af8653713055ea18a3abc1537fe2ebc42f5b0bbb768d1eb79fd74eb47c0ac089 \
-    --hash=sha256:afa3aa644f74e290cdede48a7b0bee37d1c35e71b05105f6b340d484af536d9b \
-    --hash=sha256:b00b76f7142fc60c762ce579bd29c8fa44aaa56592dd3c54fab3928d0d4ca6ff \
-    --hash=sha256:b11b59b3eee90a80a36701ddb4576d9ae31f93f05cb9e277ceaa09e6bf074a67 \
-    --hash=sha256:b12dd51f1187c2eb489af8e20f880362db98e954b54ab792fa5d92e8bcc6b803 \
-    --hash=sha256:b40ddd51e7c44b28cfaef746c9d3c506d658885e0a46f9eeef2ee815cbf8e045 \
-    --hash=sha256:b504bda01bafc69b6d3c7a0c7f039dcf60f47fab70e06fe23f57b5c75bdc82b8 \
-    --hash=sha256:b5b9c6cf08a8a5e502698f5e153056d12c34b8fb30317e0c5fd06f45162a6346 \
-    --hash=sha256:b675ab0a0d5b1c8fdb81195dc5bcefea3f3c240871cdd7ff9a2de8aa50772eb2 \
-    --hash=sha256:b6cdf19bf84128d5e7c37e8a73a0c5c10d51103a650ac585d42dd6ae233f2b7f \
-    --hash=sha256:bcf2a8b2982a6673693eae7348ef3d8cf3979c1d63b54fca7c397a635cc68687 \
-    --hash=sha256:bd2aab0e2e9dc2daf36bd2686c982535d5e7b1d930a1344a7bb6e82baab42a76 \
-    --hash=sha256:c3212fda0ee959c1dd04c60b601ec31097aaa893573a3a1abd0a47bcac2968c1 \
-    --hash=sha256:cc0988cb29d21bf4a9d5cf2ef970b5c0e38d8d8e107a493278c05dc6c1dda69f \
-    --hash=sha256:cc7e8c32db809aa0f6ea1d6869ebc8518a65d5150fdfad8bcae6a49ae32a22e2 \
-    --hash=sha256:cca67d52a5c7a16aed2b3999e719c4bcf644074eac304a5d3d62dd70ae7d4b2c \
-    --hash=sha256:ced3310e51aa425f7f77da8bbbb5212616655bedbe82c70944320bc1dbe5e018 \
-    --hash=sha256:cf489cf8986c543939aeee17a09c04d6ffb43bfef8ca16fcbcc5cfdcbed24dba \
-    --hash=sha256:d0793c90c1a3c74966e7975eaef3ed30ebdff3260a0f815a62a22adc17e4c01c \
-    --hash=sha256:d0fe3dce1e836e418f912c1ad91c73357d03e556a4d286f441bf34fed2dbeecf \
-    --hash=sha256:d11058e3201527d41bc6b545c79187c9e4bf85e15a236a6007f0e991518882b7 \
-    --hash=sha256:d2d0aead851b66f5245ec0c4fb2612ef457f8bbafefdf65a2bf9d6bac6140f47 \
-    --hash=sha256:d56bdb4af1767cc15b0386b3c581fdfe659bb9ee4a4f776e92c1cd9d074000d6 \
-    --hash=sha256:dcda6583921c05a40533f982321532f2d8db29326c7b95c4026941fa5074bd79 \
-    --hash=sha256:dd81f6907932ebac3abbe41378dac64b2380db1287e2aa64d8d88f78d170f51a \
-    --hash=sha256:de3a5c376f8cd94da9a1b8fd3dd1c16c7a7b216ed31dc8ce9fd7a22bf13b836e \
-    --hash=sha256:de885175515bcfa98ae618c1df7a072f13d179f81376c8007112af20567fd08a \
-    --hash=sha256:e29908922ce9da1a30b4da490bd1d3d82c01dcfdf864d2a74aacee674d0bfa34 \
-    --hash=sha256:e480080975c1ef7f780b8f99ed72337e7cc5efea2e518a20a692e8e7b278eb8b \
-    --hash=sha256:e61ea8e9fff9606d09178f577ff8ccdd7206ff73d6552bcec18e1033c4254b85 \
-    --hash=sha256:ec638c5d194ef8af27db69f16c954a09797c0dc25015ad6123eb2c73a4d271ca \
-    --hash=sha256:ed42e6cc8e1b0e2b9b96e2276bad70ae625d10d6d524aed0c93de974ae029f9f \
-    --hash=sha256:f00a0961b125f1a47af7bcc17f00782e12f4cd056f83416006b30111d941dfa3 \
-    --hash=sha256:f13936129ce841f2a5ddf6f126fea3c43cd128807b5a59588c37cf10178c2e64 \
-    --hash=sha256:f1771ce258afb3e4201e67d154edbbae712a76a6081079fe247c2f53c6322c22 \
-    --hash=sha256:f1f8338dd7a7f31761f1f1a3c47503a9a3b34eea3c8b01fa6ee96408affb5e72 \
-    --hash=sha256:f64b5537ac62b231572879cd08ec05600308636a5d63bcbdb15063a466977bec \
-    --hash=sha256:f80a55484b8d843c8ada81ebf70a682f3f00a3d40e378c06cf17ecb44d280d7d \
-    --hash=sha256:f91c0aff3e3ee0928edd1232c57f643a7a003e6edf1860bc3afcdc749cb513f3 \
-    --hash=sha256:fa3eb7c2995aa443687a825bc30395c8521b7c6ec201966e55debfd1128bcceb \
-    --hash=sha256:fb528e295ed31570ac3dcc9bfdd6e0150bc11ce6168ac87a8082055cf1a67395 \
-    --hash=sha256:fc331a5314ffddd5385b9ee9d0d2fee0b13c27e0e02dad71b1ae5d6561f51eeb \
-    --hash=sha256:fd35aa21299def8db7ef4fe5c4ff862941a9a158ca7b63d61e66fe67d30416b4 \
-    --hash=sha256:ff5e7783bcc5476e1db448bf268f11cb257b1c276d3e89f00b5727be86dd0127 \
-    --hash=sha256:ffe0883b56cfc05798bf994164d2b2ff03efe2d22022a2bb080f3b626176dd56
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
 pydot==1.4.2 \
     --hash=sha256:248081a39bcb56784deb018977e428605c1c758f10897a339fce1dd728ff007d \
@@ -2712,121 +2713,121 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
-    --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \
-    --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \
-    --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \
-    --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \
-    --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \
-    --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \
-    --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \
-    --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \
-    --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \
-    --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \
-    --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \
-    --hash=sha256:2a5d273181b560ef8397c8825f2b9d57013de744da9e8257b8467e5da8599351 \
-    --hash=sha256:2b69102a743e7569ebee67e634a69c4cb7e59d6fa2e1aa7d3bdbf3f61435f62d \
-    --hash=sha256:2c785939dc023a1ce4ec09599c032cc9933d258a998d16ca6f2b596c010940eb \
-    --hash=sha256:2da82d643fa698e5e5210e54af90181603d5853cf469f5eedf9bfc8f59b4b8c7 \
-    --hash=sha256:2e19e18c568d2866d8b6a6dfad823db86193503f90823a8f66689315ba28fbe8 \
-    --hash=sha256:312ec9dd1ae7d96abd8c5a36a552b2139931914407d26fba723f9e53c8186f86 \
-    --hash=sha256:33424f5188a7db12958246a54f59a435b6cb62c5cf9c8d71f7cc49475a5fdada \
-    --hash=sha256:3384df51ed52db0bea967e21458ab0a414f67cdddfd94401688274e55147bb81 \
-    --hash=sha256:33bfda9684646d323414df7abe5692c61d297dbb0530b28ec66442e768813c59 \
-    --hash=sha256:349d7310eddff40429a099c08d995c6d4a4bfaf3ff40bd3b5e5cb5a5a3c7d453 \
-    --hash=sha256:36bcb9d6d1307ab629edc553775baada2aefa5c50ccc0215fbfd2afcfff43141 \
-    --hash=sha256:3790ba9fb5dd76715a7afe34dbe603ba03f8820764b1dc929dd08106214ed031 \
-    --hash=sha256:385edaebde5db5be103577afc8699fea73a0e36a734ba24870be7ffa61119d74 \
-    --hash=sha256:39d8de85a08e32632974151ba59c6e9140646dcc36c80423962b1c5c0a92e244 \
-    --hash=sha256:415a994b536440f5011aa77e50a4274d15da3245e876e5c7f19da349caaedd87 \
-    --hash=sha256:421439d1bee44b19f4583ccf42670ca464ffb90e9fdc38d37f39d1ddd1e44f1f \
-    --hash=sha256:475e50f3f73f73614f7cba5524d6de49dee269df00272a1b85e3d19f6d498465 \
-    --hash=sha256:4ce255cc05c1947a12989c6db801c96461947adb7a59990f1360b5983fab4983 \
-    --hash=sha256:504ffa8a03609a087cad81277a629b6ce884b51a24bd388a7980ad61748618ff \
-    --hash=sha256:50a766ee2010d504554bfb5f578ed2e066898aa26411d57e6296230627cdefa0 \
-    --hash=sha256:54170b3e95339f415d54651f97df3bff7434a663912f9358237941bbf9143f55 \
-    --hash=sha256:54a1189ad9d9357760557c91103d5e421f0a2dabe68a5cdf9103d0dcf4e00752 \
-    --hash=sha256:55d9304e0e7178dfb1e106c33edf834097ddf4a890e2f676f6c5118f84390f73 \
-    --hash=sha256:586b89cdadf7d67bf86ae3342a4dcd2b8d70a832d90c18a0ae955105caf34dbe \
-    --hash=sha256:59968142787042db793348a3f5b918cf24ced1f23247328530e063f89c128a95 \
-    --hash=sha256:59efe72d37fd5a91e373e5146f187f921f365f4abc1249a5ab446a60f30dd5f8 \
-    --hash=sha256:59f67cd0a0acaf0e564c20bbd7f767286f23e91e2572c5703bf3e56ea7557edb \
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+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
 requests==2.34.0.dev1 \
     --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
@@ -3218,9 +3219,9 @@ tzlocal==5.3.1 \
     --hash=sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
     # via js2py
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
     #   botocore
     #   docker
diff --git a/v2/googlecloud-to-elasticsearch/src/main/resources/requirements.txt b/v2/googlecloud-to-elasticsearch/src/main/resources/requirements.txt
index 0be21e18bf..dd4df5386e 100644
--- a/v2/googlecloud-to-elasticsearch/src/main/resources/requirements.txt
+++ b/v2/googlecloud-to-elasticsearch/src/main/resources/requirements.txt
@@ -222,13 +222,13 @@ betterproto==2.0.0b6 \
     --hash=sha256:720ae92697000f6fcf049c69267d957f0871654c8b0d7458906607685daee784 \
     --hash=sha256:a0839ec165d110a69d0d116f4d0e2bec8d186af4db826257931f0831dab73fcf
     # via envoy-data-plane
-boto3==1.43.3 \
-    --hash=sha256:7c7777862ffc898f05efa566032bbabfe226dbb810e35ec11125817f128bc5c5 \
-    --hash=sha256:fb9fe51849ef2a78198d582756fc06f14f7de27f73e0fa90275d6aa4171eb4d0
+boto3==1.43.6 \
+    --hash=sha256:179601ec2992726a718053bf41e43c223ceba397d31ceab11f64d9c910d9fc3a \
+    --hash=sha256:e6315effaf12b890b99956e6f8e2c3000a3f64e4ee91943cec3895ce9a836afb
     # via apache-beam
-botocore==1.43.3 \
-    --hash=sha256:eac6da0fffccf87888ebf4d89f0b2378218a707efa748cd955b838995e944695 \
-    --hash=sha256:ec0769eb0f7c5034856bb406a92698dbc02a3d4be0f78a384747106b161d8ea3
+botocore==1.43.6 \
+    --hash=sha256:b1e395b347356860398da42e61c808cf1e34b6fa7180cf2b9d87d986e1a06ba0 \
+    --hash=sha256:b6d1fdbc6f65a5fe0b7e947823aa37535d3f39f3ba4d21110fab1f55bbbcc04b
     # via
     #   boto3
     #   s3transfer
@@ -569,6 +569,7 @@ fastavro==1.12.2 \
     --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
     --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
     --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
     --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
     --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
     --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
@@ -773,9 +774,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.50.0 \
-    --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \
-    --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -805,9 +806,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.149.0 \
-    --hash=sha256:a4d73485bf1d727a9e1bbbd13d08d7031490686bbf7d125eb905c1a6c1559a35 \
-    --hash=sha256:e6b5299fa5d303e971cb29a19f03fdbb7b1e3b9d2faa3a788ca933341fba2f2e
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -815,21 +816,21 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -845,9 +846,9 @@ google-cloud-dlp==3.36.0 \
     --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
     --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -857,9 +858,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.37.0 \
-    --hash=sha256:7c5ba9beb5236e2b83c091dd6171423dc7d6d0e989391bd09f60dbd242b29f10 \
-    --hash=sha256:dd912422cf66e4ffb423b0d5391ca81bdfa408eb0f21f57adecdb6fb3b1e0bb1
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -869,13 +870,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.65.0 \
-    --hash=sha256:434139bd1439528398cd2a96e390a57182420747c214a33f317bbac64afd9c5c \
-    --hash=sha256:67ca892698d9530d10c682be7c38265089088b57272af3e57f1ea7afb9e88eff
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -887,9 +888,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -933,15 +934,15 @@ google-genai==1.75.0 \
     --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
     --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -1088,6 +1089,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1213,9 +1215,9 @@ hypothesis==6.148.3 \
     --hash=sha256:bd81221740d8658473060ad900dc831f889f156fdb41210ba2f47cfad10a66ed \
     --hash=sha256:e7dd193da9800234ec5e1541c1eddde4bddff49b53faf690ba68a0af55a7abb3
     # via apache-beam
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1798,81 +1800,81 @@ oracledb==4.0.0 \
     --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \
     --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6
     # via apache-beam
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
@@ -2035,135 +2037,134 @@ pluggy==1.6.0 \
     # via
     #   keyrings-google-artifactregistry-auth
     #   pytest
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
-    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
-    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
-    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
-    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
-    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
-    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
-    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
-    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
-    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
-    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
-    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
-    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
-    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
-    --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \
-    --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \
-    --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \
-    --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \
-    --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \
-    --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \
-    --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \
-    --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \
-    --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \
-    --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \
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+    --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \
+    --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \
+    --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \
+    --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \
+    --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \
+    --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \
+    --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \
+    --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \
+    --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \
+    --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \
+    --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \
+    --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \
+    --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \
+    --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \
+    --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \
+    --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \
+    --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \
+    --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \
+    --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \
+    --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \
+    --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \
+    --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \
+    --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \
+    --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \
+    --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \
+    --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \
+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -2360,133 +2361,133 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.3 \
-    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \
-    --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.46.3 \
-    --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \
-    --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \
-    --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \
-    --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \
-    --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \
-    --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \
-    --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \
-    --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \
-    --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \
-    --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \
-    --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \
-    --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \
-    --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \
-    --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \
-    --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \
-    --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \
-    --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \
-    --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \
-    --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \
-    --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \
-    --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \
-    --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \
-    --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \
-    --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \
-    --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \
-    --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \
-    --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \
-    --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \
-    --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \
-    --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \
-    --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \
-    --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \
-    --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \
-    --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \
-    --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \
-    --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \
-    --hash=sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13 \
-    --hash=sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536 \
-    --hash=sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287 \
-    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0 \
-    --hash=sha256:68ef2f623dda6d5a9067ac014e406c020c780b2a358930a7e5c1b73702900720 \
-    --hash=sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050 \
-    --hash=sha256:6dff8cc884679df229ebc6d8eb2321ea6f8e091bc7d4886d4dc2e0e71452843c \
-    --hash=sha256:6e42d83d1c6b87fa56b521479cff237e626a292f3b31b6345c15a99121b454c1 \
-    --hash=sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8 \
-    --hash=sha256:75a519dab6d63c514f3a81053e5266c549679e4aa88f6ec57f2b7b854aceb1b0 \
-    --hash=sha256:77706aeb41df6a76568434701e0917da10692da28cb69d5fb6919ce5fdb07374 \
-    --hash=sha256:79f561438481f28681584b89e2effb22855e2179880314bcddbf5968e935e807 \
-    --hash=sha256:830d1247d77ad23852314f069e9d7ddafeec5f684baf9d7e7065ed46a049c4e6 \
-    --hash=sha256:831eb19aa789a97356979e94c981e5667759301fb708d1c0d5adf1bc0098b873 \
-    --hash=sha256:83d002b97072a53ea150d63e0a3adfae5670cef5aa8a6e490240e482d3b22e57 \
-    --hash=sha256:85348b8f89d2c3508b65b16c3c33a4da22b8215138d8b996912bb1532868885f \
-    --hash=sha256:8690eba565c6d68ffd3a8655525cbdd5246510b44a637ee2c6c03a7ebfe64d3c \
-    --hash=sha256:87082cd65669a33adeba5470769e9704c7cf026cc30afb9cc77fd865578ebaad \
-    --hash=sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e \
-    --hash=sha256:91249bcb7c165c2fb2a2f852dbc5c91636e2e218e75d96dfdd517e4078e173dd \
-    --hash=sha256:93fd339f23408a07e98950a89644f92c54d8729719a40b30c0a30bb9ebc55d23 \
-    --hash=sha256:9715525891ed524a0a1eb6d053c74d4d4ad5017677fb00af0b7c2644a31bae46 \
-    --hash=sha256:975c267cff4f7e7272eacbe50f6cc03ca9a3da4c4fbd66fffd89c94c1e311aa1 \
-    --hash=sha256:99421e7684a60f7f3550a1d159ade5fdff1954baedb6bdd407cba6a307c9f27d \
-    --hash=sha256:9be3e221bdc6d69abf294dcf7aff6af19c31a5cdcc8f0aa3b14be29df4bd03b1 \
-    --hash=sha256:9ce92e58abc722dac1bf835a6798a60b294e48eb0e625ec9fd994b932ac5feee \
-    --hash=sha256:9d2e32edcc143bc01e95300671915d9ca052d4f745aa0a49c48d4803f8a85f2c \
-    --hash=sha256:9d2f400712a99a013aff420ef1eb9be077f8189a36c1e3ef87660b4e1088a874 \
-    --hash=sha256:9f247596366f4221af52beddd65af1218797771d6989bc891a0b86ccaa019168 \
-    --hash=sha256:a03e6467f0f5ab796a486146d1b887b2dc5e5f9b3288898c1b1c3ad974e53e4a \
-    --hash=sha256:a35cc284c8dd7edae8a31533713b4d2467dfe7c4f1b5587dd4031f28f90d1d13 \
-    --hash=sha256:a3b11c812f61b3129c4905781a2601dfdfdea5fe1e6c1cfb696b55d14e9c054f \
-    --hash=sha256:a642ac886ecf6402d9882d10c405dcf4b902abeb2972cd5fb4a48c83cd59279a \
-    --hash=sha256:a6cd87cb1575b1ad05ba98894c5b5c96411ef678fa2f6ed2576607095b8d9789 \
-    --hash=sha256:a712c7118e6c5ea96562f7b488435172abb94a3c53c22c9efc1412264a45cbbe \
-    --hash=sha256:a7610b6a5242a6c736d8ad47fd5fff87fcfe8f833b281b1c409c3d6835d9227f \
-    --hash=sha256:ab124d49d0459b2373ecf54118a45c28a1e6d4192a533fbc915e70f556feb8e5 \
-    --hash=sha256:ac5ec7fb9b87f04ee839af2d53bcadea57ded7d229719f56c0ed895bff987943 \
-    --hash=sha256:aed19d0c783886d5bd86d80ae5030006b45e28464218747dcf83dabfdd092c7b \
-    --hash=sha256:af8653713055ea18a3abc1537fe2ebc42f5b0bbb768d1eb79fd74eb47c0ac089 \
-    --hash=sha256:afa3aa644f74e290cdede48a7b0bee37d1c35e71b05105f6b340d484af536d9b \
-    --hash=sha256:b00b76f7142fc60c762ce579bd29c8fa44aaa56592dd3c54fab3928d0d4ca6ff \
-    --hash=sha256:b11b59b3eee90a80a36701ddb4576d9ae31f93f05cb9e277ceaa09e6bf074a67 \
-    --hash=sha256:b12dd51f1187c2eb489af8e20f880362db98e954b54ab792fa5d92e8bcc6b803 \
-    --hash=sha256:b40ddd51e7c44b28cfaef746c9d3c506d658885e0a46f9eeef2ee815cbf8e045 \
-    --hash=sha256:b504bda01bafc69b6d3c7a0c7f039dcf60f47fab70e06fe23f57b5c75bdc82b8 \
-    --hash=sha256:b5b9c6cf08a8a5e502698f5e153056d12c34b8fb30317e0c5fd06f45162a6346 \
-    --hash=sha256:b675ab0a0d5b1c8fdb81195dc5bcefea3f3c240871cdd7ff9a2de8aa50772eb2 \
-    --hash=sha256:b6cdf19bf84128d5e7c37e8a73a0c5c10d51103a650ac585d42dd6ae233f2b7f \
-    --hash=sha256:bcf2a8b2982a6673693eae7348ef3d8cf3979c1d63b54fca7c397a635cc68687 \
-    --hash=sha256:bd2aab0e2e9dc2daf36bd2686c982535d5e7b1d930a1344a7bb6e82baab42a76 \
-    --hash=sha256:c3212fda0ee959c1dd04c60b601ec31097aaa893573a3a1abd0a47bcac2968c1 \
-    --hash=sha256:cc0988cb29d21bf4a9d5cf2ef970b5c0e38d8d8e107a493278c05dc6c1dda69f \
-    --hash=sha256:cc7e8c32db809aa0f6ea1d6869ebc8518a65d5150fdfad8bcae6a49ae32a22e2 \
-    --hash=sha256:cca67d52a5c7a16aed2b3999e719c4bcf644074eac304a5d3d62dd70ae7d4b2c \
-    --hash=sha256:ced3310e51aa425f7f77da8bbbb5212616655bedbe82c70944320bc1dbe5e018 \
-    --hash=sha256:cf489cf8986c543939aeee17a09c04d6ffb43bfef8ca16fcbcc5cfdcbed24dba \
-    --hash=sha256:d0793c90c1a3c74966e7975eaef3ed30ebdff3260a0f815a62a22adc17e4c01c \
-    --hash=sha256:d0fe3dce1e836e418f912c1ad91c73357d03e556a4d286f441bf34fed2dbeecf \
-    --hash=sha256:d11058e3201527d41bc6b545c79187c9e4bf85e15a236a6007f0e991518882b7 \
-    --hash=sha256:d2d0aead851b66f5245ec0c4fb2612ef457f8bbafefdf65a2bf9d6bac6140f47 \
-    --hash=sha256:d56bdb4af1767cc15b0386b3c581fdfe659bb9ee4a4f776e92c1cd9d074000d6 \
-    --hash=sha256:dcda6583921c05a40533f982321532f2d8db29326c7b95c4026941fa5074bd79 \
-    --hash=sha256:dd81f6907932ebac3abbe41378dac64b2380db1287e2aa64d8d88f78d170f51a \
-    --hash=sha256:de3a5c376f8cd94da9a1b8fd3dd1c16c7a7b216ed31dc8ce9fd7a22bf13b836e \
-    --hash=sha256:de885175515bcfa98ae618c1df7a072f13d179f81376c8007112af20567fd08a \
-    --hash=sha256:e29908922ce9da1a30b4da490bd1d3d82c01dcfdf864d2a74aacee674d0bfa34 \
-    --hash=sha256:e480080975c1ef7f780b8f99ed72337e7cc5efea2e518a20a692e8e7b278eb8b \
-    --hash=sha256:e61ea8e9fff9606d09178f577ff8ccdd7206ff73d6552bcec18e1033c4254b85 \
-    --hash=sha256:ec638c5d194ef8af27db69f16c954a09797c0dc25015ad6123eb2c73a4d271ca \
-    --hash=sha256:ed42e6cc8e1b0e2b9b96e2276bad70ae625d10d6d524aed0c93de974ae029f9f \
-    --hash=sha256:f00a0961b125f1a47af7bcc17f00782e12f4cd056f83416006b30111d941dfa3 \
-    --hash=sha256:f13936129ce841f2a5ddf6f126fea3c43cd128807b5a59588c37cf10178c2e64 \
-    --hash=sha256:f1771ce258afb3e4201e67d154edbbae712a76a6081079fe247c2f53c6322c22 \
-    --hash=sha256:f1f8338dd7a7f31761f1f1a3c47503a9a3b34eea3c8b01fa6ee96408affb5e72 \
-    --hash=sha256:f64b5537ac62b231572879cd08ec05600308636a5d63bcbdb15063a466977bec \
-    --hash=sha256:f80a55484b8d843c8ada81ebf70a682f3f00a3d40e378c06cf17ecb44d280d7d \
-    --hash=sha256:f91c0aff3e3ee0928edd1232c57f643a7a003e6edf1860bc3afcdc749cb513f3 \
-    --hash=sha256:fa3eb7c2995aa443687a825bc30395c8521b7c6ec201966e55debfd1128bcceb \
-    --hash=sha256:fb528e295ed31570ac3dcc9bfdd6e0150bc11ce6168ac87a8082055cf1a67395 \
-    --hash=sha256:fc331a5314ffddd5385b9ee9d0d2fee0b13c27e0e02dad71b1ae5d6561f51eeb \
-    --hash=sha256:fd35aa21299def8db7ef4fe5c4ff862941a9a158ca7b63d61e66fe67d30416b4 \
-    --hash=sha256:ff5e7783bcc5476e1db448bf268f11cb257b1c276d3e89f00b5727be86dd0127 \
-    --hash=sha256:ffe0883b56cfc05798bf994164d2b2ff03efe2d22022a2bb080f3b626176dd56
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
 pydot==1.4.2 \
     --hash=sha256:248081a39bcb56784deb018977e428605c1c758f10897a339fce1dd728ff007d \
@@ -2712,121 +2713,121 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
-    --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \
-    --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \
-    --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \
-    --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \
-    --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \
-    --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \
-    --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \
-    --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \
-    --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \
-    --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \
-    --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \
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+    --hash=sha256:a8234aa23ec39894bfe4a3f1b85616a7032481964a13ac6fc9f10de4f6fca270 \
+    --hash=sha256:a8820737949116ffff55fe18f9fc644530063ba6ebfcb8314239416e78f1347c \
+    --hash=sha256:a9e1328e17c84c1a5d22ec9f785ecef4a967fab9a42b6a8dc3bcbebd0a0c9e44 \
+    --hash=sha256:aa0fbdbac82cb3e4450d0ccde7d7a35607f4cb2dd9fba4b8b69bfaf8c9fa6aed \
+    --hash=sha256:b310768746dd314ea6e2ff4cc89ef215426813396ff4e94ee8e6f7096c8b6e03 \
+    --hash=sha256:b46b0f094dc1d3b90356c85a0bd2c9bafc4a6a190b9d6f8ddd5a033b6e088ed4 \
+    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
+    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
+    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
+    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
+    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
+    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
+    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
+    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
+    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
+    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
+    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
+    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
+    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
+    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
+    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
+    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
+    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
+    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
+    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
+    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
 requests==2.34.0.dev1 \
     --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
@@ -3218,9 +3219,9 @@ tzlocal==5.3.1 \
     --hash=sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
     # via js2py
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
     #   botocore
     #   docker
diff --git a/v2/googlecloud-to-googlecloud/src/main/resources/requirements.txt b/v2/googlecloud-to-googlecloud/src/main/resources/requirements.txt
index 0be21e18bf..dd4df5386e 100644
--- a/v2/googlecloud-to-googlecloud/src/main/resources/requirements.txt
+++ b/v2/googlecloud-to-googlecloud/src/main/resources/requirements.txt
@@ -222,13 +222,13 @@ betterproto==2.0.0b6 \
     --hash=sha256:720ae92697000f6fcf049c69267d957f0871654c8b0d7458906607685daee784 \
     --hash=sha256:a0839ec165d110a69d0d116f4d0e2bec8d186af4db826257931f0831dab73fcf
     # via envoy-data-plane
-boto3==1.43.3 \
-    --hash=sha256:7c7777862ffc898f05efa566032bbabfe226dbb810e35ec11125817f128bc5c5 \
-    --hash=sha256:fb9fe51849ef2a78198d582756fc06f14f7de27f73e0fa90275d6aa4171eb4d0
+boto3==1.43.6 \
+    --hash=sha256:179601ec2992726a718053bf41e43c223ceba397d31ceab11f64d9c910d9fc3a \
+    --hash=sha256:e6315effaf12b890b99956e6f8e2c3000a3f64e4ee91943cec3895ce9a836afb
     # via apache-beam
-botocore==1.43.3 \
-    --hash=sha256:eac6da0fffccf87888ebf4d89f0b2378218a707efa748cd955b838995e944695 \
-    --hash=sha256:ec0769eb0f7c5034856bb406a92698dbc02a3d4be0f78a384747106b161d8ea3
+botocore==1.43.6 \
+    --hash=sha256:b1e395b347356860398da42e61c808cf1e34b6fa7180cf2b9d87d986e1a06ba0 \
+    --hash=sha256:b6d1fdbc6f65a5fe0b7e947823aa37535d3f39f3ba4d21110fab1f55bbbcc04b
     # via
     #   boto3
     #   s3transfer
@@ -569,6 +569,7 @@ fastavro==1.12.2 \
     --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
     --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
     --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
     --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
     --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
     --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
@@ -773,9 +774,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.50.0 \
-    --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \
-    --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -805,9 +806,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.149.0 \
-    --hash=sha256:a4d73485bf1d727a9e1bbbd13d08d7031490686bbf7d125eb905c1a6c1559a35 \
-    --hash=sha256:e6b5299fa5d303e971cb29a19f03fdbb7b1e3b9d2faa3a788ca933341fba2f2e
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -815,21 +816,21 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -845,9 +846,9 @@ google-cloud-dlp==3.36.0 \
     --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
     --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -857,9 +858,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.37.0 \
-    --hash=sha256:7c5ba9beb5236e2b83c091dd6171423dc7d6d0e989391bd09f60dbd242b29f10 \
-    --hash=sha256:dd912422cf66e4ffb423b0d5391ca81bdfa408eb0f21f57adecdb6fb3b1e0bb1
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -869,13 +870,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.65.0 \
-    --hash=sha256:434139bd1439528398cd2a96e390a57182420747c214a33f317bbac64afd9c5c \
-    --hash=sha256:67ca892698d9530d10c682be7c38265089088b57272af3e57f1ea7afb9e88eff
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -887,9 +888,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -933,15 +934,15 @@ google-genai==1.75.0 \
     --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
     --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -1088,6 +1089,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1213,9 +1215,9 @@ hypothesis==6.148.3 \
     --hash=sha256:bd81221740d8658473060ad900dc831f889f156fdb41210ba2f47cfad10a66ed \
     --hash=sha256:e7dd193da9800234ec5e1541c1eddde4bddff49b53faf690ba68a0af55a7abb3
     # via apache-beam
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1798,81 +1800,81 @@ oracledb==4.0.0 \
     --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \
     --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6
     # via apache-beam
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
@@ -2035,135 +2037,134 @@ pluggy==1.6.0 \
     # via
     #   keyrings-google-artifactregistry-auth
     #   pytest
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
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+    --hash=sha256:6041d31504dc1779d700e1edcfb08eea334b357620b06681a4eabb57a74e574e \
+    --hash=sha256:66ea454f095ddf5b6b14f56c064c0941c4788be11e18d2464cf643bf7203ff67 \
+    --hash=sha256:68ce1c44c7a813a7f71ea04315a8c7b330b63db99d059a797a4651bb6f69f117 \
+    --hash=sha256:6a997d0489e9668a384fcfd5061b857aa5361de73191cac204d04b889cfbbafa \
+    --hash=sha256:6bf3be92233808fcd338eba0fb4d0b59ec5772af4f4ecfcec450d1bfc0f8b5eb \
+    --hash=sha256:6de8bd93ddde9b992cf2b2e0d796d501a19026b5b9fd87356d7d0779531a8d96 \
+    --hash=sha256:6e7b8719005dd1175be4ab1cd25e9b98659a5e0347331506ec6760d2773a7fb5 \
+    --hash=sha256:6f328175a2cde1f0ff2c4ed8ce968b9dcfb55f3a7153f39e2957ed994da13476 \
+    --hash=sha256:72d61e16dd78228b58c5d47be830ff3da7e5f139abdf0aef9d86cde1c5cf2191 \
+    --hash=sha256:74b70780220e2dd89175ca24b81b68b67c83db499ae611e7f2313cb329801c78 \
+    --hash=sha256:79aa3ff0a9b566633b642fa9caf7e21ed1c13d6feca718187873f199e1514078 \
+    --hash=sha256:7afa37062e6650640e932e4cc9297d81f9f42d9944029cc386b8247dea4da837 \
+    --hash=sha256:80168e2ebe4d3ec6599d10ad8f520304ae1cad9b6c5a95372aef1b66b7bfb53a \
+    --hash=sha256:806719138ecd720339a12410fb9614ac9b2b2d3a5fdf8235d56981c36f4039ba \
+    --hash=sha256:8114f28879e0904748e831c3a7774261bd9e75f49be089f389a76f959dcd13fe \
+    --hash=sha256:81e3a30b0bb60caa22033dd0f8a3618d1d67356212514f62c57db75cb0ef410c \
+    --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \
+    --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \
+    --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \
+    --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \
+    --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \
+    --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \
+    --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \
+    --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \
+    --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \
+    --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \
+    --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \
+    --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \
+    --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \
+    --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \
+    --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \
+    --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \
+    --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \
+    --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \
+    --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \
+    --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \
+    --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \
+    --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \
+    --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \
+    --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \
+    --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \
+    --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \
+    --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \
+    --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \
+    --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \
+    --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \
+    --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \
+    --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \
+    --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \
+    --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \
+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -2360,133 +2361,133 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.3 \
-    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \
-    --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.46.3 \
-    --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \
-    --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \
-    --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \
-    --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \
-    --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \
-    --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \
-    --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \
-    --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \
-    --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \
-    --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \
-    --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \
-    --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \
-    --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \
-    --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \
-    --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \
-    --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \
-    --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \
-    --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \
-    --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \
-    --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \
-    --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \
-    --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \
-    --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \
-    --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \
-    --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \
-    --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \
-    --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \
-    --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \
-    --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \
-    --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \
-    --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \
-    --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \
-    --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \
-    --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \
-    --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \
-    --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \
-    --hash=sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13 \
-    --hash=sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536 \
-    --hash=sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287 \
-    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0 \
-    --hash=sha256:68ef2f623dda6d5a9067ac014e406c020c780b2a358930a7e5c1b73702900720 \
-    --hash=sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050 \
-    --hash=sha256:6dff8cc884679df229ebc6d8eb2321ea6f8e091bc7d4886d4dc2e0e71452843c \
-    --hash=sha256:6e42d83d1c6b87fa56b521479cff237e626a292f3b31b6345c15a99121b454c1 \
-    --hash=sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8 \
-    --hash=sha256:75a519dab6d63c514f3a81053e5266c549679e4aa88f6ec57f2b7b854aceb1b0 \
-    --hash=sha256:77706aeb41df6a76568434701e0917da10692da28cb69d5fb6919ce5fdb07374 \
-    --hash=sha256:79f561438481f28681584b89e2effb22855e2179880314bcddbf5968e935e807 \
-    --hash=sha256:830d1247d77ad23852314f069e9d7ddafeec5f684baf9d7e7065ed46a049c4e6 \
-    --hash=sha256:831eb19aa789a97356979e94c981e5667759301fb708d1c0d5adf1bc0098b873 \
-    --hash=sha256:83d002b97072a53ea150d63e0a3adfae5670cef5aa8a6e490240e482d3b22e57 \
-    --hash=sha256:85348b8f89d2c3508b65b16c3c33a4da22b8215138d8b996912bb1532868885f \
-    --hash=sha256:8690eba565c6d68ffd3a8655525cbdd5246510b44a637ee2c6c03a7ebfe64d3c \
-    --hash=sha256:87082cd65669a33adeba5470769e9704c7cf026cc30afb9cc77fd865578ebaad \
-    --hash=sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e \
-    --hash=sha256:91249bcb7c165c2fb2a2f852dbc5c91636e2e218e75d96dfdd517e4078e173dd \
-    --hash=sha256:93fd339f23408a07e98950a89644f92c54d8729719a40b30c0a30bb9ebc55d23 \
-    --hash=sha256:9715525891ed524a0a1eb6d053c74d4d4ad5017677fb00af0b7c2644a31bae46 \
-    --hash=sha256:975c267cff4f7e7272eacbe50f6cc03ca9a3da4c4fbd66fffd89c94c1e311aa1 \
-    --hash=sha256:99421e7684a60f7f3550a1d159ade5fdff1954baedb6bdd407cba6a307c9f27d \
-    --hash=sha256:9be3e221bdc6d69abf294dcf7aff6af19c31a5cdcc8f0aa3b14be29df4bd03b1 \
-    --hash=sha256:9ce92e58abc722dac1bf835a6798a60b294e48eb0e625ec9fd994b932ac5feee \
-    --hash=sha256:9d2e32edcc143bc01e95300671915d9ca052d4f745aa0a49c48d4803f8a85f2c \
-    --hash=sha256:9d2f400712a99a013aff420ef1eb9be077f8189a36c1e3ef87660b4e1088a874 \
-    --hash=sha256:9f247596366f4221af52beddd65af1218797771d6989bc891a0b86ccaa019168 \
-    --hash=sha256:a03e6467f0f5ab796a486146d1b887b2dc5e5f9b3288898c1b1c3ad974e53e4a \
-    --hash=sha256:a35cc284c8dd7edae8a31533713b4d2467dfe7c4f1b5587dd4031f28f90d1d13 \
-    --hash=sha256:a3b11c812f61b3129c4905781a2601dfdfdea5fe1e6c1cfb696b55d14e9c054f \
-    --hash=sha256:a642ac886ecf6402d9882d10c405dcf4b902abeb2972cd5fb4a48c83cd59279a \
-    --hash=sha256:a6cd87cb1575b1ad05ba98894c5b5c96411ef678fa2f6ed2576607095b8d9789 \
-    --hash=sha256:a712c7118e6c5ea96562f7b488435172abb94a3c53c22c9efc1412264a45cbbe \
-    --hash=sha256:a7610b6a5242a6c736d8ad47fd5fff87fcfe8f833b281b1c409c3d6835d9227f \
-    --hash=sha256:ab124d49d0459b2373ecf54118a45c28a1e6d4192a533fbc915e70f556feb8e5 \
-    --hash=sha256:ac5ec7fb9b87f04ee839af2d53bcadea57ded7d229719f56c0ed895bff987943 \
-    --hash=sha256:aed19d0c783886d5bd86d80ae5030006b45e28464218747dcf83dabfdd092c7b \
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+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
 pydot==1.4.2 \
     --hash=sha256:248081a39bcb56784deb018977e428605c1c758f10897a339fce1dd728ff007d \
@@ -2712,121 +2713,121 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
-    --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \
-    --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \
-    --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \
-    --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \
-    --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \
-    --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \
-    --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \
-    --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \
-    --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \
-    --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \
-    --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \
-    --hash=sha256:2a5d273181b560ef8397c8825f2b9d57013de744da9e8257b8467e5da8599351 \
-    --hash=sha256:2b69102a743e7569ebee67e634a69c4cb7e59d6fa2e1aa7d3bdbf3f61435f62d \
-    --hash=sha256:2c785939dc023a1ce4ec09599c032cc9933d258a998d16ca6f2b596c010940eb \
-    --hash=sha256:2da82d643fa698e5e5210e54af90181603d5853cf469f5eedf9bfc8f59b4b8c7 \
-    --hash=sha256:2e19e18c568d2866d8b6a6dfad823db86193503f90823a8f66689315ba28fbe8 \
-    --hash=sha256:312ec9dd1ae7d96abd8c5a36a552b2139931914407d26fba723f9e53c8186f86 \
-    --hash=sha256:33424f5188a7db12958246a54f59a435b6cb62c5cf9c8d71f7cc49475a5fdada \
-    --hash=sha256:3384df51ed52db0bea967e21458ab0a414f67cdddfd94401688274e55147bb81 \
-    --hash=sha256:33bfda9684646d323414df7abe5692c61d297dbb0530b28ec66442e768813c59 \
-    --hash=sha256:349d7310eddff40429a099c08d995c6d4a4bfaf3ff40bd3b5e5cb5a5a3c7d453 \
-    --hash=sha256:36bcb9d6d1307ab629edc553775baada2aefa5c50ccc0215fbfd2afcfff43141 \
-    --hash=sha256:3790ba9fb5dd76715a7afe34dbe603ba03f8820764b1dc929dd08106214ed031 \
-    --hash=sha256:385edaebde5db5be103577afc8699fea73a0e36a734ba24870be7ffa61119d74 \
-    --hash=sha256:39d8de85a08e32632974151ba59c6e9140646dcc36c80423962b1c5c0a92e244 \
-    --hash=sha256:415a994b536440f5011aa77e50a4274d15da3245e876e5c7f19da349caaedd87 \
-    --hash=sha256:421439d1bee44b19f4583ccf42670ca464ffb90e9fdc38d37f39d1ddd1e44f1f \
-    --hash=sha256:475e50f3f73f73614f7cba5524d6de49dee269df00272a1b85e3d19f6d498465 \
-    --hash=sha256:4ce255cc05c1947a12989c6db801c96461947adb7a59990f1360b5983fab4983 \
-    --hash=sha256:504ffa8a03609a087cad81277a629b6ce884b51a24bd388a7980ad61748618ff \
-    --hash=sha256:50a766ee2010d504554bfb5f578ed2e066898aa26411d57e6296230627cdefa0 \
-    --hash=sha256:54170b3e95339f415d54651f97df3bff7434a663912f9358237941bbf9143f55 \
-    --hash=sha256:54a1189ad9d9357760557c91103d5e421f0a2dabe68a5cdf9103d0dcf4e00752 \
-    --hash=sha256:55d9304e0e7178dfb1e106c33edf834097ddf4a890e2f676f6c5118f84390f73 \
-    --hash=sha256:586b89cdadf7d67bf86ae3342a4dcd2b8d70a832d90c18a0ae955105caf34dbe \
-    --hash=sha256:59968142787042db793348a3f5b918cf24ced1f23247328530e063f89c128a95 \
-    --hash=sha256:59efe72d37fd5a91e373e5146f187f921f365f4abc1249a5ab446a60f30dd5f8 \
-    --hash=sha256:59f67cd0a0acaf0e564c20bbd7f767286f23e91e2572c5703bf3e56ea7557edb \
-    --hash=sha256:5d354b18839328927832e2fa5f7c95b7a3ccc39e7a681529e1685898e6436d45 \
-    --hash=sha256:62f5519042c101762509b1d717b45a69c0139d60414b3c604b81328c01bd1943 \
-    --hash=sha256:6780f008ee81381c737634e75c24e5a6569cc883c4f8e37a37917ee79efcafd9 \
-    --hash=sha256:6a50ab11b7779b849472337191f3a043e27e17f71555f98d0092fa6d73364520 \
-    --hash=sha256:6aa809ed4dc3706cc38594d67e641601bd2f36d5555b2780ff074edfcb136cf8 \
-    --hash=sha256:6c1818f37be3ca02dcb76d63f2c7aaba4b0dc171b579796c6fbe00148dfec6b1 \
-    --hash=sha256:6dac006c8b6dda72d86ea3d1333d45147de79a3a3f26f10c1cf9287ca4ca0ac3 \
-    --hash=sha256:7088fcdcb604a4417c208e2169715800d28838fefd7455fbe40416231d1d47c1 \
-    --hash=sha256:70aadc6ff12e4b444586e57fc30771f86253f9f0045b29016b9605b4be5f7dfb \
-    --hash=sha256:7429f4e6192c11d659900c0648ba8776243bf396ab95558b8c51a345afeddde6 \
-    --hash=sha256:74fa82dcc8143386c7c0392e18032009d1db715c25f4ba22d23dc2e04d02a20f \
-    --hash=sha256:760ef21c17d8e6a4fe8cf406a97cf2806a4df93416ccc82fc98d25b1c20425be \
-    --hash=sha256:7698a6f38730fd1385d390d1ed07bb13dce39aa616aca6a6d89bea178464b9a4 \
-    --hash=sha256:76d67d5afb1fe402d10a6403bae668d000441e2ab115191a804287d53b772951 \
-    --hash=sha256:773d1dfd652bbffb09336abf890bfd64785c7463716bf766d0eb3bc19c8b7f27 \
-    --hash=sha256:7d346fccdde28abba117cc9edc696b9518c3307fbfcb689e549d9b5979018c6d \
-    --hash=sha256:8512fcdb43f1bf18582698a478b5ab73f9c1667a5b7548761329ef410cd0a760 \
-    --hash=sha256:867bddc63109a0276f5a31999e4c8e0eb7bbbad7d6166e28d969a2c1afeb97f9 \
-    --hash=sha256:88e9b048345c613f253bea4645b2fe7e579782b82cac99b1daad81e29cc2ed8e \
-    --hash=sha256:8fae3c6e795d7678963f2170152b0d892cf6aee9ee8afc8c45e6be38d5107fe7 \
-    --hash=sha256:9542ccc1e689e752594309444081582f7be2fdb2df75acafea8a075108566735 \
-    --hash=sha256:9776b85f510062f5a75ef112afe5f494ef1635607bf1cc220c1391e9ac2f5e81 \
-    --hash=sha256:97850d0638391bdc7d35dc1c1039974dcb921eaafa8cc935ae4d7f272b1d60b3 \
-    --hash=sha256:993f657a7c1c6ec51b5e0ba97c9817d06b84ea5fa8d82e43b9405de0defdc2b9 \
-    --hash=sha256:9a2741ce5a29d3c84b0b94261ba630ab459a1b847a0d6beca7d62d188175c790 \
-    --hash=sha256:9e2f5217648f68e3028c823df58663587c1507a5ba8419f4fdfc8a461be76043 \
-    --hash=sha256:a0d2b28aa1354c7cd7f71b7658c4326f7facac106edd7f40eda984424229fd59 \
-    --hash=sha256:a152560af4f9742b96f3827090f866eeec5becd4765c8e0d3473d9d280e76a5a \
-    --hash=sha256:a1c0c7d67b64d85ac2e1879923bad2f08a08f3004055f2f406ef73c850114bd4 \
-    --hash=sha256:a7a5bb6aa0cf62208bb4fa079b0c756734f8ad0e333b425732e8609bd51ee22f \
-    --hash=sha256:a85b620a388d6c9caa12189233109e236b3da3deffe4ff11b84ae84e218a274f \
-    --hash=sha256:acd38177bd2c8e69a411d6521760806042e244d0ef94e2dd03ecdaa8a3c99427 \
-    --hash=sha256:ae3e764bd4c5ff55035dc82a8d49acceb42a5298edf6eb2fc4d328ee5dd7afae \
-    --hash=sha256:ae5266a82596114e41fb5302140e9630204c1b5f325c770bec654b95dd54b0aa \
-    --hash=sha256:af0384cb01a33600c49505c27c6c57ab0b27bf84a74e28524c92ca897ebdac9d \
-    --hash=sha256:b15b88b0d52b179712632832c1d6e58e5774f93717849a41096880442da41ab0 \
-    --hash=sha256:b26c30df3a28fd9793113dac7385a4deb7294a06c0f760dd2b008bd49a9139bc \
-    --hash=sha256:b40379b53ecbc747fd9bdf4a0ea14eb8188ca1bd0f54f78893a39024b28f4863 \
-    --hash=sha256:b4c36a85b00fadb85db9d9e90144af0a980e1a3d2ef9cd0f8a5bef88054657c6 \
-    --hash=sha256:b5f9fb784824a042be3455b53d0b112655686fdb7a91f88f095f3fee1e2a2a54 \
-    --hash=sha256:be061028481186ba62a0f4c5f1cc1e3d5ab8bce70c89236ebe01023883bc903b \
-    --hash=sha256:c07ab8794fa929e58d97a0e1796b8b76f70943fa39df225ac9964615cf1f9d52 \
-    --hash=sha256:c228cf65b4a54583763645dcd73819b3b381ca8b4bb1b349dee1c135f4112c07 \
-    --hash=sha256:c4ee50606cb1967db7e523224e05f32089101945f859928e65657a2cbb3d278b \
-    --hash=sha256:c882cd92ec68585e9c1cf36c447ec846c0d94edd706fe59e0c198e65822fd23b \
-    --hash=sha256:cf9b1b2e692d4877880388934ac746c99552ce6bf40792a767fd42c8c99f136d \
-    --hash=sha256:d2228c02b368d69b724c36e96d3d1da721561fb9cc7faa373d7bf65e07d75cb5 \
-    --hash=sha256:d51d20befd5275d092cdffba57ded05f3c436317ee56466c8928ac32d960edaf \
-    --hash=sha256:db0ac18435a40a2543dbb3d21e161a6c78e33e8159bd2e009343d224bb03bb1b \
-    --hash=sha256:dc4f10fbd5dd13dcf4265b4cc07d69ca70280742870c97ae10093e3d66000359 \
-    --hash=sha256:dcb5453ecf9cd58b562967badd1edbf092b0588a3af9e32ee3d05c985077ce87 \
-    --hash=sha256:dd2630faeb6876fb0c287f664d93ddce4d50cd46c6e88e60378c05c9047e08ca \
-    --hash=sha256:e014a797de43d1847df957c0a2a8e861d1c17547ee08467d1db2c370b7568baa \
-    --hash=sha256:e08270659717f6973523ce3afbafa53515c4dc5dcad637dc215b6fd50f689423 \
-    --hash=sha256:e0aab3ff447845049d676827d2ff714aab4f73f340e155b7de7458cf53baa5a4 \
-    --hash=sha256:e355be718caf838aa089870259cf1776dc2a4aa980514af9d02c59544d9a8b22 \
-    --hash=sha256:e7ab63e9fe45a9ec3417509e18116b367e89c9ceb6219222a3396fa30b147f80 \
-    --hash=sha256:e7cd3e4ee8d80447a83bbc9ab0c8459781fa77087f856c3e740d7763be0df27f \
-    --hash=sha256:e9638791082eaf5b3ac112c587518ee78e083a11c4b28012d8fe2a0f536dfb17 \
-    --hash=sha256:eb59c65069498dbae3c0ef07bbe224e1eaa079825a437fb47a479f0af11f774f \
-    --hash=sha256:ee7337f88f2a580679f7bbfe69dc86c043954f9f9c541012f49abc554a962f2e \
-    --hash=sha256:ee9627de8587c1a22201cb16d0296ab92b4df5cdcb5349f4e9744d61db7c7c98 \
-    --hash=sha256:f4f83781191007b6ef43b03debc35435f10cad9b96e16d147efe84a1d48bdde4 \
-    --hash=sha256:f56ebf9d70305307a707911b88469213630aba821e77de7d603f9d2f0730687d \
-    --hash=sha256:f5bfc2741d150d0be3e4a0401a5c22b06e60acb9aa4daa46d9e79a6dcd0f135b \
-    --hash=sha256:f94a11a9d05afcfcfa640e096319720a19cc0c9f7768e1a61fceee6a3afc6c7c \
-    --hash=sha256:fa7922bbb2cc84fa062d37723f199d4c0cd200245ce269c05db82d904db66b83 \
-    --hash=sha256:fe896e07a5a2462308297e515c0054e9ec2dd18dfdc9427b19900b37dfe6f40b \
-    --hash=sha256:ffa81f81b80047ba89a3c69ae6a0f78d06f4a42ce5126b0eb2a0a10ad44e0b2e
+regex==2026.5.9 \
+    --hash=sha256:002205cafd2a9e78c6290c7d1df277bf3277b3b7a30e0b4bb0dac2e2e3f7cb2d \
+    --hash=sha256:01f0f5f55f4b64dacec85dc116d3c05fd23ad3ff037bbc73a2085775953c2611 \
+    --hash=sha256:01f28d868834624c934b8d2e0aa1c8341337e37831f4a012f18a5afcba4cbaf3 \
+    --hash=sha256:075160bf16658e16d35233300b8453aac25de4cbea808d22348b6979668e924d \
+    --hash=sha256:0de5cf193997384ed2ca6f1cd4f78055b255d93d82d5a8cd6ba0d11c10b167e4 \
+    --hash=sha256:0e1b1b4e496afbb24f4a62aba855ee4f88f25578927697b340702e48c9ee6bc2 \
+    --hash=sha256:0f03aa6898aaaac4592479821df16e68e8d0e29e903e65d8f2dfb2f19028a989 \
+    --hash=sha256:0f9eede6a5cbdc02d4978090186390936e1776a7d1359b21e41014c609880bcf \
+    --hash=sha256:1268eddd8486dc561d08eee1156e40aa3a8fe10f4bdec8fa653b455fcbffd12c \
+    --hash=sha256:15ee42209947f4ca045412eae98416317238163618ace2a8e54f99586a466733 \
+    --hash=sha256:164eba9b755ea6f244b0d881196fbc1fac09714e9782c9e2732b813142033c8e \
+    --hash=sha256:19c16ceb4a267a8789e25733e583983eeab9f0f8664e66b0bd1c5d21f14c2d4b \
+    --hash=sha256:1bd7587a2948b4085195d5a3374eaf4a425dc3e55784c038175355ecf3bbbf8a \
+    --hash=sha256:1e6da47d679b7010ef27556b6e0f99771b744936db1792a10ceac6547ae1503e \
+    --hash=sha256:205109e96b3cf5adf8f4cd62bedde9487feb282b9497a3535451e5a24cd706a0 \
+    --hash=sha256:2099f7e7ff7b6aa3192312650a56e91cc091e49d50b04e4f6f8b6e28b3b27f1c \
+    --hash=sha256:246de9d60aa3f8538b519834dd95cbf276ea263d6a7bd5a3666dc3fa0230505b \
+    --hash=sha256:24b2355ef5cc9aa5b8f07d17704face1c166fdcc2290fa7bd6e6c925655a8346 \
+    --hash=sha256:2a661a7d270a61f7cf460caee8b9fa2d5ef9e5c681234bcb9e0fe14f488e7dfc \
+    --hash=sha256:2acfb48634f64996b57f90f39afa692ff362162722581921fe92239a59960f3c \
+    --hash=sha256:2efa205e6d98b24d1f3ab395c11aa15cdf10935bca283d0285e0499c284fba21 \
+    --hash=sha256:31037c82eccb44b7ea2e9e221d7c01429430e989a1f4b91ea5a855f6017b509a \
+    --hash=sha256:3527bb4942d2c14552155406cdedd906567456821848aed1cb4933a391bf5eca \
+    --hash=sha256:39617fb0cde9c0e6306dc70e3bfc096f3da793219879f7ae7aa341a69fbdcf6d \
+    --hash=sha256:398c521292f4c7fb807001dcd54694d3a1fcafc179a36ad9cc56f98df85930b6 \
+    --hash=sha256:3b1e39888c5e0c7d92cea4fc777396c4a90363b05de75d02eb459a4752200808 \
+    --hash=sha256:3dd4a3ff360dfb836fecdb93a4598f9d6e2ac81e3e397125145c6221bf58cf4c \
+    --hash=sha256:3ddd90103f9e5c471c49c7852ecc1fe27c7e45eb99e977aefe7caa4e779f4f58 \
+    --hash=sha256:446ddd671e43ab535810c4b21cff7104945c701d4a14d1e6d1cd6f4e445a8bea \
+    --hash=sha256:45375819235558a4ff1c4971dc32881f022613abdb180128f5cb4768c1765a1c \
+    --hash=sha256:46f1326ca6e65b0879d23ca302c0f2415aad42ff0309b9c818e7949fe19a41d8 \
+    --hash=sha256:48036f6374aaa79eb3b754ec29c61d1c6b1606749d705a13f8854fa2539671f6 \
+    --hash=sha256:4ebe8f0b5ec5a5024dc4a4c59f444c4e9afc5f2abdbb8962065b75d27fb971f9 \
+    --hash=sha256:4eeb011098fcb77af513dcef521a3dbecbf8849b1e38940759d293b7a93f5026 \
+    --hash=sha256:508f56a89ba9cb26e4168cbc37dbd60a28d82430a9e18ad1d25fe0883c314ca2 \
+    --hash=sha256:5604dfd046dc37eca90250fc3be938b076c8059fa772ac0ed6f499b0f0fb0415 \
+    --hash=sha256:56a33f191f17d8c417f99945ebdc1e691d3af9605d86ec68c7e54a57e3e17af6 \
+    --hash=sha256:57e8915c7986aa33d25e4d3629cef711cd2863f2961b10409f0c04cb8b7d9020 \
+    --hash=sha256:57eeeb05db7979413dec5438f2db21d7ecbba787cde7a711df1a6f6df672aa06 \
+    --hash=sha256:5b73ab8afcf66c622db143d1c6fda4e58e4d537ee4f125229ad47b1ab80f34c0 \
+    --hash=sha256:5e41809d2683fcde7d5a8c87a6567ba1fb1ce0de9f31bff578de00a4b2d76daa \
+    --hash=sha256:6351571c8a42b505eb555c0dc47d740d0fb66977dc142919eea6f4325b7c56a0 \
+    --hash=sha256:6441cc660d76107934a09c22167200839a0e89604a6297f78a974e66e931d2c0 \
+    --hash=sha256:65c8c8c37377794bd5b2f3ebe51919042bf17aec802e23c833d89782ed0c78af \
+    --hash=sha256:6ba42b2e7e7f46cf68cc6a5ca36fa07959f9bbd9c6bdcc47b6ee76549a590248 \
+    --hash=sha256:71b61c5bfe1c806332defc42ad6c780b3c55f661986d7f40283a3a88274b4c00 \
+    --hash=sha256:728d8bfd28a8845c8b6bc5dc7ce010453d206396786c0765c2740cb65f37791e \
+    --hash=sha256:7b92817338591505f282cf3864c145244b1edcf5381d237038df955001091538 \
+    --hash=sha256:7e30b874d341fac767d7df5a0870540541c2c054b80cfaac116e8d367a8a7ff2 \
+    --hash=sha256:7e87577720152d2caae19fe2baaf1f8d5ca12091e9e229f03915c37d1e4b9178 \
+    --hash=sha256:83d0ee4a57d1c87cb549e195ec300b8f0ec3a82eba66d835e4e2ed8634fe4499 \
+    --hash=sha256:8676474c07469d6f33dd1085ca2cd45f65785f32518f2b20e36d9953ca07f994 \
+    --hash=sha256:86f40a5d6444db30a125c9c9177e6b25dad981cbc37451fd838f145e6edac92e \
+    --hash=sha256:872acc074bd29ffc9913ecdfedf6ea77502312ca44a4aa0d3779089c6069d8de \
+    --hash=sha256:8abd33fef90b2a9efac5557d6033ca82d1195ed3a15fea5af15ba7b463c6a63b \
+    --hash=sha256:8c6e4218fbdfbcd4f6c19efca40930d24a621bf4b48cb76bc6640543bd28ef20 \
+    --hash=sha256:8e76e8161ad00694cfce6767d5dea860c6391ac5b83e5c3a39661e696f11fc7e \
+    --hash=sha256:8f3af7a4903c5c04a11a196a5aa75cdd7dd3f8508132f9fb3259d9f5908e3b88 \
+    --hash=sha256:91328f1c23d47595ca3ef0a7557fa129c5a23404b775c770697d2f35b33e0107 \
+    --hash=sha256:916714069da19329ef7de197dcbc77bb3104145c7c2c864dbfbe318f46b88b14 \
+    --hash=sha256:93a7860539414dddaefba2b40f8771765ae17949d4c7182b876ce429e11a8309 \
+    --hash=sha256:954cc214c04663ee6d266fc61739cad83054683048de65c5bd1d640ad28098ac \
+    --hash=sha256:96f5f58b54a063d7ea9dca08e1cf57bfe10499c4d579ee672da284f57f5f0070 \
+    --hash=sha256:97cf3bc1b7d7d2306772ec07366c80d9df00ff79e79cea32898883a646d2fae2 \
+    --hash=sha256:98bd73080e8756255137e1bd3f3f00295bbc5aa383c0e0f973920e9134d7c4ad \
+    --hash=sha256:992604d02e6d9c6d786c24a706a71ecffe1020fc1ef264044474cd81fa2c3919 \
+    --hash=sha256:a24852d3c29ad9e47593593d8a247c44ccc3d0548ef12c822d6ed0810affe676 \
+    --hash=sha256:a6a563446a41adc451393dc6b8e6ad87979efaee3c8738690a8d1b08ebead1b4 \
+    --hash=sha256:a8234aa23ec39894bfe4a3f1b85616a7032481964a13ac6fc9f10de4f6fca270 \
+    --hash=sha256:a8820737949116ffff55fe18f9fc644530063ba6ebfcb8314239416e78f1347c \
+    --hash=sha256:a9e1328e17c84c1a5d22ec9f785ecef4a967fab9a42b6a8dc3bcbebd0a0c9e44 \
+    --hash=sha256:aa0fbdbac82cb3e4450d0ccde7d7a35607f4cb2dd9fba4b8b69bfaf8c9fa6aed \
+    --hash=sha256:b310768746dd314ea6e2ff4cc89ef215426813396ff4e94ee8e6f7096c8b6e03 \
+    --hash=sha256:b46b0f094dc1d3b90356c85a0bd2c9bafc4a6a190b9d6f8ddd5a033b6e088ed4 \
+    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
+    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
+    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
+    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
+    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
+    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
+    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
+    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
+    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
+    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
+    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
+    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
+    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
+    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
+    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
+    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
+    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
+    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
+    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
+    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
 requests==2.34.0.dev1 \
     --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
@@ -3218,9 +3219,9 @@ tzlocal==5.3.1 \
     --hash=sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
     # via js2py
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
     #   botocore
     #   docker
diff --git a/v2/googlecloud-to-splunk/src/main/resources/requirements.txt b/v2/googlecloud-to-splunk/src/main/resources/requirements.txt
index 0be21e18bf..dd4df5386e 100644
--- a/v2/googlecloud-to-splunk/src/main/resources/requirements.txt
+++ b/v2/googlecloud-to-splunk/src/main/resources/requirements.txt
@@ -222,13 +222,13 @@ betterproto==2.0.0b6 \
     --hash=sha256:720ae92697000f6fcf049c69267d957f0871654c8b0d7458906607685daee784 \
     --hash=sha256:a0839ec165d110a69d0d116f4d0e2bec8d186af4db826257931f0831dab73fcf
     # via envoy-data-plane
-boto3==1.43.3 \
-    --hash=sha256:7c7777862ffc898f05efa566032bbabfe226dbb810e35ec11125817f128bc5c5 \
-    --hash=sha256:fb9fe51849ef2a78198d582756fc06f14f7de27f73e0fa90275d6aa4171eb4d0
+boto3==1.43.6 \
+    --hash=sha256:179601ec2992726a718053bf41e43c223ceba397d31ceab11f64d9c910d9fc3a \
+    --hash=sha256:e6315effaf12b890b99956e6f8e2c3000a3f64e4ee91943cec3895ce9a836afb
     # via apache-beam
-botocore==1.43.3 \
-    --hash=sha256:eac6da0fffccf87888ebf4d89f0b2378218a707efa748cd955b838995e944695 \
-    --hash=sha256:ec0769eb0f7c5034856bb406a92698dbc02a3d4be0f78a384747106b161d8ea3
+botocore==1.43.6 \
+    --hash=sha256:b1e395b347356860398da42e61c808cf1e34b6fa7180cf2b9d87d986e1a06ba0 \
+    --hash=sha256:b6d1fdbc6f65a5fe0b7e947823aa37535d3f39f3ba4d21110fab1f55bbbcc04b
     # via
     #   boto3
     #   s3transfer
@@ -569,6 +569,7 @@ fastavro==1.12.2 \
     --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
     --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
     --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
     --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
     --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
     --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
@@ -773,9 +774,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.50.0 \
-    --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \
-    --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -805,9 +806,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.149.0 \
-    --hash=sha256:a4d73485bf1d727a9e1bbbd13d08d7031490686bbf7d125eb905c1a6c1559a35 \
-    --hash=sha256:e6b5299fa5d303e971cb29a19f03fdbb7b1e3b9d2faa3a788ca933341fba2f2e
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -815,21 +816,21 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -845,9 +846,9 @@ google-cloud-dlp==3.36.0 \
     --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
     --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -857,9 +858,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.37.0 \
-    --hash=sha256:7c5ba9beb5236e2b83c091dd6171423dc7d6d0e989391bd09f60dbd242b29f10 \
-    --hash=sha256:dd912422cf66e4ffb423b0d5391ca81bdfa408eb0f21f57adecdb6fb3b1e0bb1
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -869,13 +870,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.65.0 \
-    --hash=sha256:434139bd1439528398cd2a96e390a57182420747c214a33f317bbac64afd9c5c \
-    --hash=sha256:67ca892698d9530d10c682be7c38265089088b57272af3e57f1ea7afb9e88eff
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -887,9 +888,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -933,15 +934,15 @@ google-genai==1.75.0 \
     --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
     --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -1088,6 +1089,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1213,9 +1215,9 @@ hypothesis==6.148.3 \
     --hash=sha256:bd81221740d8658473060ad900dc831f889f156fdb41210ba2f47cfad10a66ed \
     --hash=sha256:e7dd193da9800234ec5e1541c1eddde4bddff49b53faf690ba68a0af55a7abb3
     # via apache-beam
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1798,81 +1800,81 @@ oracledb==4.0.0 \
     --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \
     --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6
     # via apache-beam
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
@@ -2035,135 +2037,134 @@ pluggy==1.6.0 \
     # via
     #   keyrings-google-artifactregistry-auth
     #   pytest
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
-    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
-    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
-    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
-    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
-    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
-    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
-    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
-    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
-    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
-    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
-    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
-    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
-    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
-    --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \
-    --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \
-    --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \
-    --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \
-    --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \
-    --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \
-    --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \
-    --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \
-    --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \
-    --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \
-    --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \
-    --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \
-    --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \
-    --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \
-    --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \
-    --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \
-    --hash=sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a \
-    --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \
-    --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \
-    --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \
-    --hash=sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726 \
-    --hash=sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49 \
-    --hash=sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44 \
-    --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \
-    --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \
-    --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153 \
-    --hash=sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc \
-    --hash=sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5 \
-    --hash=sha256:5fd37c406dd6dc85aa743e214cef35dc54bbdd1419baac4f6ae5e5b1a2976938 \
-    --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \
-    --hash=sha256:66c1f011f45a3b33d7bcb22daed4b29c0c9e2224758b6be00686731e1b46f925 \
-    --hash=sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8 \
-    --hash=sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c \
-    --hash=sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85 \
-    --hash=sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e \
-    --hash=sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0 \
-    --hash=sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1 \
-    --hash=sha256:71b749281b816793678ae7f3d0d84bd36e694953822eaad408d682efc5ca18e0 \
-    --hash=sha256:74c1fb26515153e482e00177a1ad654721bf9207da8a494a0c05e797ad27b992 \
-    --hash=sha256:7c2d1fa3201efaf55d730400d945b5b3ab6e672e100ba0f9a409d950ab25d7db \
-    --hash=sha256:824e908bce90fb2743bd6b59db36eb4f45cd350a39637c9f73b1c1ea66f5b75f \
-    --hash=sha256:8326e144341460402713f91df60ade3c999d601e7eb5ff8f6f7862d54de0610d \
-    --hash=sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1 \
-    --hash=sha256:89eb3fa9524f7bec9de6e83cf3faed9d79bffa560672c118a96a171a6f55831e \
-    --hash=sha256:8c9b3cbe4584636d72ff556d9036e0c9317fa27b3ac1f0f558e7e84d1c9c5900 \
-    --hash=sha256:8e57061305815dfc910a3634dcf584f08168a8836e6999983569f51a8544cd89 \
-    --hash=sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a \
-    --hash=sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b \
-    --hash=sha256:948dab269721ae9a87fd16c514a0a2c2a1bdb23a9a61b969b0f9d9ee2968546f \
-    --hash=sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f \
-    --hash=sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1 \
-    --hash=sha256:99d43339c83aaf4d32bda60928231848eee470c6bda8d02599cc4cebe872d183 \
-    --hash=sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66 \
-    --hash=sha256:9a52009f2adffe195d0b605c25ec929d26b36ef986ba85244891dee3b294df21 \
-    --hash=sha256:9d2b6caef873b4f09e26ea7e33d65f42b944837563a47a94719cc3544319a0db \
-    --hash=sha256:9f302f4783709a78240ebc311b793f123328716a60911d667e0c036bc5dcbded \
-    --hash=sha256:a0ee98db9c5f80785b266eb805016e36058ac72c51a064040f2bc43b61101cdb \
-    --hash=sha256:a129e76735bc792794d5177069691c3217898b9f5cee2b2661471e52ffe13f19 \
-    --hash=sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0 \
-    --hash=sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165 \
-    --hash=sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778 \
-    --hash=sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455 \
-    --hash=sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f \
-    --hash=sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b \
-    --hash=sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237 \
-    --hash=sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81 \
-    --hash=sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859 \
-    --hash=sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c \
-    --hash=sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835 \
-    --hash=sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393 \
-    --hash=sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5 \
-    --hash=sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641 \
-    --hash=sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144 \
-    --hash=sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74 \
-    --hash=sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db \
-    --hash=sha256:cbc3b6dfc728105b2a57c06791eb07a94229202ea75c59db644d7d496b698cac \
-    --hash=sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403 \
-    --hash=sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9 \
-    --hash=sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f \
-    --hash=sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311 \
-    --hash=sha256:d82ad62b19645419fe79dd63b3f9253e15b30e955c0170e5cebc350c1844e581 \
-    --hash=sha256:d8f353eb14ee3441ee844ade4277d560cdd68288838673273b978e3d6d2c8f36 \
-    --hash=sha256:daede9cd44e0f8bdd9e6cc9a607fc81feb80fae7a5fc6cecaff0e0bb32e42d00 \
-    --hash=sha256:db65d2af507bbfbdcedb254a11149f894169d90488dd3e7190f7cdcb2d6cd57a \
-    --hash=sha256:dee69d7015dc235f526fe80a9c90d65eb0039103fe565776250881731f06349f \
-    --hash=sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2 \
-    --hash=sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7 \
-    --hash=sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239 \
-    --hash=sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757 \
-    --hash=sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72 \
-    --hash=sha256:ecef2343af4cc68e05131e45024ba34f6095821988a9d0a02aa7c73fcc448aa9 \
-    --hash=sha256:ed5a841e8bb29a55fb8159ed526b26adc5bdd7e8bd7bf793ce647cb08656cdf4 \
-    --hash=sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24 \
-    --hash=sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207 \
-    --hash=sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e \
-    --hash=sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1 \
-    --hash=sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d \
-    --hash=sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37 \
-    --hash=sha256:f93243fdc5657247533273ac4f86ae106cc6445a0efacb9a1bfe982fcfefd90c \
-    --hash=sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e \
-    --hash=sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570 \
-    --hash=sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af \
-    --hash=sha256:fd138803047fb4c062b1c1dd95462f5209456bfab55c734458f15d11da288f8f \
-    --hash=sha256:fd2dbc472da1f772a4dae4fa24be938a6c544671a912e30529984dd80400cd88 \
-    --hash=sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48 \
-    --hash=sha256:fe49d0a85038f36ba9e3ffafa1103e61170b28e95b16622e11be0a0ea07c6781
+propcache==0.5.2 \
+    --hash=sha256:01c4fc7480cd0598bb4b57022df55b9ca296da7fc5a8760bd8451a7e63a7d427 \
+    --hash=sha256:04dc2390d9edbbaef7461f33322555976ffddf0b650a038649d026358714e6c5 \
+    --hash=sha256:06187263ddad280d05b4d8a8b3bb7d164cbebd469236544a42e6d9b28ac6a4fa \
+    --hash=sha256:0958834041a0166d343b8d2cedcd8bcbaeb4fdbe0cf08320c5379f143c3be6e7 \
+    --hash=sha256:099aaf4b4d1a02265b92a977edf00b5c4f63b3b17ac6de39b0d637c9cac0188a \
+    --hash=sha256:0d2c9bf8528f135dbb805ce027567e09164f7efa51a2be07458a2c0420f292d0 \
+    --hash=sha256:0fd59b5af35f74da48d905dcbad55449ba13be91823cb05a9bd590bbf5b61660 \
+    --hash=sha256:10734b5484ea113152ee25a91dccedf81631791805d2c9ccb054958e51842c94 \
+    --hash=sha256:13fef48778b5a2a756523fdb781326b028ca75e32858b04f2cdd19f394564917 \
+    --hash=sha256:178b4a2cdaac1818e2bf1c5a99b94383fa73ea5382e032a48dec07dc5668dc42 \
+    --hash=sha256:196913dea116aeb5a2ba95af4ddcb7ea85559ae07d8eee8751688310d09168c3 \
+    --hash=sha256:1b31822f4474c4036bae62de9402710051d431a606d6a0f907fec79935a071aa \
+    --hash=sha256:1ca071adabaab6e9219924bbe00af821f1ee7de113a9eca1cdc292de3d120f4d \
+    --hash=sha256:1d1ad32d9d4355e2be65574fd0bfd3677e7066b009cd5b9b2dee8aa6a6393b33 \
+    --hash=sha256:1dbcf7675229b35d31abb6547d8ebc8c27a830ac3f9a794edff6254873ec7c0a \
+    --hash=sha256:2293949b855ce597f2826452d17c2d545fb5622379c4ea6fdf525e9b8e8a2511 \
+    --hash=sha256:26a4dca084132874e639895c3135dfad5eb20bae209f62d1aeb31b03e601c3c0 \
+    --hash=sha256:2800a4a8ead6b28cccd1ec54b59346f0def7922ee1c7598e8499c733cfbb7c84 \
+    --hash=sha256:29cbaac5ea0212663e6845e04b5e188d5a6ae6dd919810ac835bf1d3b42c3f4c \
+    --hash=sha256:29f9309a2e42b0d273be006fdb4be2d6c39a47f6f57d8fb1cf9f81481df81b66 \
+    --hash=sha256:2d7aa89ebca5acc98cba9d1472d976e394782f587bad6661003602a619fd1821 \
+    --hash=sha256:2f22cbbac9e26a8e864c0985ff1268d5d939d53d9d9411a9824279097e03a2cb \
+    --hash=sha256:2f8ea531c794b9d6274acd4e8d2c2ebcac590a4361d27482edd3010b79f1325e \
+    --hash=sha256:3115559b8effafd63b142ea5ed53d63a16ea6469cbc63dce4ee194b42db5d853 \
+    --hash=sha256:32775082acd2d807ee3db715c7770d38767b817870acfa08c29e057f3c4d5b56 \
+    --hash=sha256:3430bb2bfe1331885c427745a751e774ee679fd4344f80b97bf879815fe8fa55 \
+    --hash=sha256:3b199b9b2b3d6a7edf3183ba8a9a137a22b97f7df525feb5ae1eccf026d2a9c6 \
+    --hash=sha256:40314bca9ac559716fe374094fc81c11dcc34b64fd6c585360f5775690505704 \
+    --hash=sha256:44e488ef40dbb452700b2b1f8188934121f6648f52c295055662d2191959ff82 \
+    --hash=sha256:452b5065457eb9991ec5eb38ff41d6cd4c991c9ac7c531c4d5849ae473a9a13f \
+    --hash=sha256:45f11346f884bc47444f6e6647131055844134c3175b629f84952e2b5cd62b64 \
+    --hash=sha256:46088abff4cba581dea21ae0467a480526cb25aa5f3c269e909f800328bc3999 \
+    --hash=sha256:4621064bbf28fa77ff64dd5d94367c04684c67d3a5bf1dff25f0cd0d98a38f3b \
+    --hash=sha256:4bc8ff1feffc6a61c7002ffe84634c41b822e104990ae009f44a0834430070bb \
+    --hash=sha256:4db0ba63d693afd40d249bd93f842b5f144f8fcbb83de05660373bcf30517b1d \
+    --hash=sha256:51f96d685ab16e88cab128cd37a52c5da540809c8b879fa047731bfcb4ad35a4 \
+    --hash=sha256:54adaa85a22078d1e306304a40984dc5be99d599bf3dc0a24dc98f7daeab89ab \
+    --hash=sha256:552ffadf6ad409844bc5919c42a0a83d88314cedddaea0e41e80a8b8fffe881f \
+    --hash=sha256:5538d2c13d93e4698af7e092b57bc7298fd35d1d58e656ae18f23ee0d0378e03 \
+    --hash=sha256:5570dbcc97571c15f68068e529c92715a12f8d54030e272d264b377e22bd17a5 \
+    --hash=sha256:5671d09a36b06d0fd4a3da0fccbcae360e9b1570924171a15e9e0997f0249fba \
+    --hash=sha256:583c19759d9eec1e5b69e2fbef36a7d9c326041be9746cb822d335c8cedc2979 \
+    --hash=sha256:5aaa2b923c1944ac8febd6609cb373540a5563e7cbcb0fd770f75dace2eb817b \
+    --hash=sha256:5dbc581d2814337da56222fab8dc5f161cd798a434e49bac27930aaef798e144 \
+    --hash=sha256:5fcb98e7598b1ee0addab320d90f65b530297a867dbfe9de52ea838077e16e3d \
+    --hash=sha256:6041d31504dc1779d700e1edcfb08eea334b357620b06681a4eabb57a74e574e \
+    --hash=sha256:66ea454f095ddf5b6b14f56c064c0941c4788be11e18d2464cf643bf7203ff67 \
+    --hash=sha256:68ce1c44c7a813a7f71ea04315a8c7b330b63db99d059a797a4651bb6f69f117 \
+    --hash=sha256:6a997d0489e9668a384fcfd5061b857aa5361de73191cac204d04b889cfbbafa \
+    --hash=sha256:6bf3be92233808fcd338eba0fb4d0b59ec5772af4f4ecfcec450d1bfc0f8b5eb \
+    --hash=sha256:6de8bd93ddde9b992cf2b2e0d796d501a19026b5b9fd87356d7d0779531a8d96 \
+    --hash=sha256:6e7b8719005dd1175be4ab1cd25e9b98659a5e0347331506ec6760d2773a7fb5 \
+    --hash=sha256:6f328175a2cde1f0ff2c4ed8ce968b9dcfb55f3a7153f39e2957ed994da13476 \
+    --hash=sha256:72d61e16dd78228b58c5d47be830ff3da7e5f139abdf0aef9d86cde1c5cf2191 \
+    --hash=sha256:74b70780220e2dd89175ca24b81b68b67c83db499ae611e7f2313cb329801c78 \
+    --hash=sha256:79aa3ff0a9b566633b642fa9caf7e21ed1c13d6feca718187873f199e1514078 \
+    --hash=sha256:7afa37062e6650640e932e4cc9297d81f9f42d9944029cc386b8247dea4da837 \
+    --hash=sha256:80168e2ebe4d3ec6599d10ad8f520304ae1cad9b6c5a95372aef1b66b7bfb53a \
+    --hash=sha256:806719138ecd720339a12410fb9614ac9b2b2d3a5fdf8235d56981c36f4039ba \
+    --hash=sha256:8114f28879e0904748e831c3a7774261bd9e75f49be089f389a76f959dcd13fe \
+    --hash=sha256:81e3a30b0bb60caa22033dd0f8a3618d1d67356212514f62c57db75cb0ef410c \
+    --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \
+    --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \
+    --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \
+    --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \
+    --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \
+    --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \
+    --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \
+    --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \
+    --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \
+    --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \
+    --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \
+    --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \
+    --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \
+    --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \
+    --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \
+    --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \
+    --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \
+    --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \
+    --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \
+    --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \
+    --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \
+    --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \
+    --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \
+    --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \
+    --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \
+    --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \
+    --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \
+    --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \
+    --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \
+    --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \
+    --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \
+    --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \
+    --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \
+    --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \
+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -2360,133 +2361,133 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.3 \
-    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \
-    --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.46.3 \
-    --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \
-    --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \
-    --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \
-    --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \
-    --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \
-    --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \
-    --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \
-    --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \
-    --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \
-    --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \
-    --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \
-    --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \
-    --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \
-    --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \
-    --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \
-    --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \
-    --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \
-    --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \
-    --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \
-    --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \
-    --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \
-    --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \
-    --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \
-    --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \
-    --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \
-    --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \
-    --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \
-    --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \
-    --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \
-    --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \
-    --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \
-    --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \
-    --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \
-    --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \
-    --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \
-    --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \
-    --hash=sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13 \
-    --hash=sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536 \
-    --hash=sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287 \
-    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0 \
-    --hash=sha256:68ef2f623dda6d5a9067ac014e406c020c780b2a358930a7e5c1b73702900720 \
-    --hash=sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050 \
-    --hash=sha256:6dff8cc884679df229ebc6d8eb2321ea6f8e091bc7d4886d4dc2e0e71452843c \
-    --hash=sha256:6e42d83d1c6b87fa56b521479cff237e626a292f3b31b6345c15a99121b454c1 \
-    --hash=sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8 \
-    --hash=sha256:75a519dab6d63c514f3a81053e5266c549679e4aa88f6ec57f2b7b854aceb1b0 \
-    --hash=sha256:77706aeb41df6a76568434701e0917da10692da28cb69d5fb6919ce5fdb07374 \
-    --hash=sha256:79f561438481f28681584b89e2effb22855e2179880314bcddbf5968e935e807 \
-    --hash=sha256:830d1247d77ad23852314f069e9d7ddafeec5f684baf9d7e7065ed46a049c4e6 \
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+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
 pydot==1.4.2 \
     --hash=sha256:248081a39bcb56784deb018977e428605c1c758f10897a339fce1dd728ff007d \
@@ -2712,121 +2713,121 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
-    --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \
-    --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \
-    --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \
-    --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \
-    --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \
-    --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \
-    --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \
-    --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \
-    --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \
-    --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \
-    --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \
-    --hash=sha256:2a5d273181b560ef8397c8825f2b9d57013de744da9e8257b8467e5da8599351 \
-    --hash=sha256:2b69102a743e7569ebee67e634a69c4cb7e59d6fa2e1aa7d3bdbf3f61435f62d \
-    --hash=sha256:2c785939dc023a1ce4ec09599c032cc9933d258a998d16ca6f2b596c010940eb \
-    --hash=sha256:2da82d643fa698e5e5210e54af90181603d5853cf469f5eedf9bfc8f59b4b8c7 \
-    --hash=sha256:2e19e18c568d2866d8b6a6dfad823db86193503f90823a8f66689315ba28fbe8 \
-    --hash=sha256:312ec9dd1ae7d96abd8c5a36a552b2139931914407d26fba723f9e53c8186f86 \
-    --hash=sha256:33424f5188a7db12958246a54f59a435b6cb62c5cf9c8d71f7cc49475a5fdada \
-    --hash=sha256:3384df51ed52db0bea967e21458ab0a414f67cdddfd94401688274e55147bb81 \
-    --hash=sha256:33bfda9684646d323414df7abe5692c61d297dbb0530b28ec66442e768813c59 \
-    --hash=sha256:349d7310eddff40429a099c08d995c6d4a4bfaf3ff40bd3b5e5cb5a5a3c7d453 \
-    --hash=sha256:36bcb9d6d1307ab629edc553775baada2aefa5c50ccc0215fbfd2afcfff43141 \
-    --hash=sha256:3790ba9fb5dd76715a7afe34dbe603ba03f8820764b1dc929dd08106214ed031 \
-    --hash=sha256:385edaebde5db5be103577afc8699fea73a0e36a734ba24870be7ffa61119d74 \
-    --hash=sha256:39d8de85a08e32632974151ba59c6e9140646dcc36c80423962b1c5c0a92e244 \
-    --hash=sha256:415a994b536440f5011aa77e50a4274d15da3245e876e5c7f19da349caaedd87 \
-    --hash=sha256:421439d1bee44b19f4583ccf42670ca464ffb90e9fdc38d37f39d1ddd1e44f1f \
-    --hash=sha256:475e50f3f73f73614f7cba5524d6de49dee269df00272a1b85e3d19f6d498465 \
-    --hash=sha256:4ce255cc05c1947a12989c6db801c96461947adb7a59990f1360b5983fab4983 \
-    --hash=sha256:504ffa8a03609a087cad81277a629b6ce884b51a24bd388a7980ad61748618ff \
-    --hash=sha256:50a766ee2010d504554bfb5f578ed2e066898aa26411d57e6296230627cdefa0 \
-    --hash=sha256:54170b3e95339f415d54651f97df3bff7434a663912f9358237941bbf9143f55 \
-    --hash=sha256:54a1189ad9d9357760557c91103d5e421f0a2dabe68a5cdf9103d0dcf4e00752 \
-    --hash=sha256:55d9304e0e7178dfb1e106c33edf834097ddf4a890e2f676f6c5118f84390f73 \
-    --hash=sha256:586b89cdadf7d67bf86ae3342a4dcd2b8d70a832d90c18a0ae955105caf34dbe \
-    --hash=sha256:59968142787042db793348a3f5b918cf24ced1f23247328530e063f89c128a95 \
-    --hash=sha256:59efe72d37fd5a91e373e5146f187f921f365f4abc1249a5ab446a60f30dd5f8 \
-    --hash=sha256:59f67cd0a0acaf0e564c20bbd7f767286f23e91e2572c5703bf3e56ea7557edb \
-    --hash=sha256:5d354b18839328927832e2fa5f7c95b7a3ccc39e7a681529e1685898e6436d45 \
-    --hash=sha256:62f5519042c101762509b1d717b45a69c0139d60414b3c604b81328c01bd1943 \
-    --hash=sha256:6780f008ee81381c737634e75c24e5a6569cc883c4f8e37a37917ee79efcafd9 \
-    --hash=sha256:6a50ab11b7779b849472337191f3a043e27e17f71555f98d0092fa6d73364520 \
-    --hash=sha256:6aa809ed4dc3706cc38594d67e641601bd2f36d5555b2780ff074edfcb136cf8 \
-    --hash=sha256:6c1818f37be3ca02dcb76d63f2c7aaba4b0dc171b579796c6fbe00148dfec6b1 \
-    --hash=sha256:6dac006c8b6dda72d86ea3d1333d45147de79a3a3f26f10c1cf9287ca4ca0ac3 \
-    --hash=sha256:7088fcdcb604a4417c208e2169715800d28838fefd7455fbe40416231d1d47c1 \
-    --hash=sha256:70aadc6ff12e4b444586e57fc30771f86253f9f0045b29016b9605b4be5f7dfb \
-    --hash=sha256:7429f4e6192c11d659900c0648ba8776243bf396ab95558b8c51a345afeddde6 \
-    --hash=sha256:74fa82dcc8143386c7c0392e18032009d1db715c25f4ba22d23dc2e04d02a20f \
-    --hash=sha256:760ef21c17d8e6a4fe8cf406a97cf2806a4df93416ccc82fc98d25b1c20425be \
-    --hash=sha256:7698a6f38730fd1385d390d1ed07bb13dce39aa616aca6a6d89bea178464b9a4 \
-    --hash=sha256:76d67d5afb1fe402d10a6403bae668d000441e2ab115191a804287d53b772951 \
-    --hash=sha256:773d1dfd652bbffb09336abf890bfd64785c7463716bf766d0eb3bc19c8b7f27 \
-    --hash=sha256:7d346fccdde28abba117cc9edc696b9518c3307fbfcb689e549d9b5979018c6d \
-    --hash=sha256:8512fcdb43f1bf18582698a478b5ab73f9c1667a5b7548761329ef410cd0a760 \
-    --hash=sha256:867bddc63109a0276f5a31999e4c8e0eb7bbbad7d6166e28d969a2c1afeb97f9 \
-    --hash=sha256:88e9b048345c613f253bea4645b2fe7e579782b82cac99b1daad81e29cc2ed8e \
-    --hash=sha256:8fae3c6e795d7678963f2170152b0d892cf6aee9ee8afc8c45e6be38d5107fe7 \
-    --hash=sha256:9542ccc1e689e752594309444081582f7be2fdb2df75acafea8a075108566735 \
-    --hash=sha256:9776b85f510062f5a75ef112afe5f494ef1635607bf1cc220c1391e9ac2f5e81 \
-    --hash=sha256:97850d0638391bdc7d35dc1c1039974dcb921eaafa8cc935ae4d7f272b1d60b3 \
-    --hash=sha256:993f657a7c1c6ec51b5e0ba97c9817d06b84ea5fa8d82e43b9405de0defdc2b9 \
-    --hash=sha256:9a2741ce5a29d3c84b0b94261ba630ab459a1b847a0d6beca7d62d188175c790 \
-    --hash=sha256:9e2f5217648f68e3028c823df58663587c1507a5ba8419f4fdfc8a461be76043 \
-    --hash=sha256:a0d2b28aa1354c7cd7f71b7658c4326f7facac106edd7f40eda984424229fd59 \
-    --hash=sha256:a152560af4f9742b96f3827090f866eeec5becd4765c8e0d3473d9d280e76a5a \
-    --hash=sha256:a1c0c7d67b64d85ac2e1879923bad2f08a08f3004055f2f406ef73c850114bd4 \
-    --hash=sha256:a7a5bb6aa0cf62208bb4fa079b0c756734f8ad0e333b425732e8609bd51ee22f \
-    --hash=sha256:a85b620a388d6c9caa12189233109e236b3da3deffe4ff11b84ae84e218a274f \
-    --hash=sha256:acd38177bd2c8e69a411d6521760806042e244d0ef94e2dd03ecdaa8a3c99427 \
-    --hash=sha256:ae3e764bd4c5ff55035dc82a8d49acceb42a5298edf6eb2fc4d328ee5dd7afae \
-    --hash=sha256:ae5266a82596114e41fb5302140e9630204c1b5f325c770bec654b95dd54b0aa \
-    --hash=sha256:af0384cb01a33600c49505c27c6c57ab0b27bf84a74e28524c92ca897ebdac9d \
-    --hash=sha256:b15b88b0d52b179712632832c1d6e58e5774f93717849a41096880442da41ab0 \
-    --hash=sha256:b26c30df3a28fd9793113dac7385a4deb7294a06c0f760dd2b008bd49a9139bc \
-    --hash=sha256:b40379b53ecbc747fd9bdf4a0ea14eb8188ca1bd0f54f78893a39024b28f4863 \
-    --hash=sha256:b4c36a85b00fadb85db9d9e90144af0a980e1a3d2ef9cd0f8a5bef88054657c6 \
-    --hash=sha256:b5f9fb784824a042be3455b53d0b112655686fdb7a91f88f095f3fee1e2a2a54 \
-    --hash=sha256:be061028481186ba62a0f4c5f1cc1e3d5ab8bce70c89236ebe01023883bc903b \
-    --hash=sha256:c07ab8794fa929e58d97a0e1796b8b76f70943fa39df225ac9964615cf1f9d52 \
-    --hash=sha256:c228cf65b4a54583763645dcd73819b3b381ca8b4bb1b349dee1c135f4112c07 \
-    --hash=sha256:c4ee50606cb1967db7e523224e05f32089101945f859928e65657a2cbb3d278b \
-    --hash=sha256:c882cd92ec68585e9c1cf36c447ec846c0d94edd706fe59e0c198e65822fd23b \
-    --hash=sha256:cf9b1b2e692d4877880388934ac746c99552ce6bf40792a767fd42c8c99f136d \
-    --hash=sha256:d2228c02b368d69b724c36e96d3d1da721561fb9cc7faa373d7bf65e07d75cb5 \
-    --hash=sha256:d51d20befd5275d092cdffba57ded05f3c436317ee56466c8928ac32d960edaf \
-    --hash=sha256:db0ac18435a40a2543dbb3d21e161a6c78e33e8159bd2e009343d224bb03bb1b \
-    --hash=sha256:dc4f10fbd5dd13dcf4265b4cc07d69ca70280742870c97ae10093e3d66000359 \
-    --hash=sha256:dcb5453ecf9cd58b562967badd1edbf092b0588a3af9e32ee3d05c985077ce87 \
-    --hash=sha256:dd2630faeb6876fb0c287f664d93ddce4d50cd46c6e88e60378c05c9047e08ca \
-    --hash=sha256:e014a797de43d1847df957c0a2a8e861d1c17547ee08467d1db2c370b7568baa \
-    --hash=sha256:e08270659717f6973523ce3afbafa53515c4dc5dcad637dc215b6fd50f689423 \
-    --hash=sha256:e0aab3ff447845049d676827d2ff714aab4f73f340e155b7de7458cf53baa5a4 \
-    --hash=sha256:e355be718caf838aa089870259cf1776dc2a4aa980514af9d02c59544d9a8b22 \
-    --hash=sha256:e7ab63e9fe45a9ec3417509e18116b367e89c9ceb6219222a3396fa30b147f80 \
-    --hash=sha256:e7cd3e4ee8d80447a83bbc9ab0c8459781fa77087f856c3e740d7763be0df27f \
-    --hash=sha256:e9638791082eaf5b3ac112c587518ee78e083a11c4b28012d8fe2a0f536dfb17 \
-    --hash=sha256:eb59c65069498dbae3c0ef07bbe224e1eaa079825a437fb47a479f0af11f774f \
-    --hash=sha256:ee7337f88f2a580679f7bbfe69dc86c043954f9f9c541012f49abc554a962f2e \
-    --hash=sha256:ee9627de8587c1a22201cb16d0296ab92b4df5cdcb5349f4e9744d61db7c7c98 \
-    --hash=sha256:f4f83781191007b6ef43b03debc35435f10cad9b96e16d147efe84a1d48bdde4 \
-    --hash=sha256:f56ebf9d70305307a707911b88469213630aba821e77de7d603f9d2f0730687d \
-    --hash=sha256:f5bfc2741d150d0be3e4a0401a5c22b06e60acb9aa4daa46d9e79a6dcd0f135b \
-    --hash=sha256:f94a11a9d05afcfcfa640e096319720a19cc0c9f7768e1a61fceee6a3afc6c7c \
-    --hash=sha256:fa7922bbb2cc84fa062d37723f199d4c0cd200245ce269c05db82d904db66b83 \
-    --hash=sha256:fe896e07a5a2462308297e515c0054e9ec2dd18dfdc9427b19900b37dfe6f40b \
-    --hash=sha256:ffa81f81b80047ba89a3c69ae6a0f78d06f4a42ce5126b0eb2a0a10ad44e0b2e
+regex==2026.5.9 \
+    --hash=sha256:002205cafd2a9e78c6290c7d1df277bf3277b3b7a30e0b4bb0dac2e2e3f7cb2d \
+    --hash=sha256:01f0f5f55f4b64dacec85dc116d3c05fd23ad3ff037bbc73a2085775953c2611 \
+    --hash=sha256:01f28d868834624c934b8d2e0aa1c8341337e37831f4a012f18a5afcba4cbaf3 \
+    --hash=sha256:075160bf16658e16d35233300b8453aac25de4cbea808d22348b6979668e924d \
+    --hash=sha256:0de5cf193997384ed2ca6f1cd4f78055b255d93d82d5a8cd6ba0d11c10b167e4 \
+    --hash=sha256:0e1b1b4e496afbb24f4a62aba855ee4f88f25578927697b340702e48c9ee6bc2 \
+    --hash=sha256:0f03aa6898aaaac4592479821df16e68e8d0e29e903e65d8f2dfb2f19028a989 \
+    --hash=sha256:0f9eede6a5cbdc02d4978090186390936e1776a7d1359b21e41014c609880bcf \
+    --hash=sha256:1268eddd8486dc561d08eee1156e40aa3a8fe10f4bdec8fa653b455fcbffd12c \
+    --hash=sha256:15ee42209947f4ca045412eae98416317238163618ace2a8e54f99586a466733 \
+    --hash=sha256:164eba9b755ea6f244b0d881196fbc1fac09714e9782c9e2732b813142033c8e \
+    --hash=sha256:19c16ceb4a267a8789e25733e583983eeab9f0f8664e66b0bd1c5d21f14c2d4b \
+    --hash=sha256:1bd7587a2948b4085195d5a3374eaf4a425dc3e55784c038175355ecf3bbbf8a \
+    --hash=sha256:1e6da47d679b7010ef27556b6e0f99771b744936db1792a10ceac6547ae1503e \
+    --hash=sha256:205109e96b3cf5adf8f4cd62bedde9487feb282b9497a3535451e5a24cd706a0 \
+    --hash=sha256:2099f7e7ff7b6aa3192312650a56e91cc091e49d50b04e4f6f8b6e28b3b27f1c \
+    --hash=sha256:246de9d60aa3f8538b519834dd95cbf276ea263d6a7bd5a3666dc3fa0230505b \
+    --hash=sha256:24b2355ef5cc9aa5b8f07d17704face1c166fdcc2290fa7bd6e6c925655a8346 \
+    --hash=sha256:2a661a7d270a61f7cf460caee8b9fa2d5ef9e5c681234bcb9e0fe14f488e7dfc \
+    --hash=sha256:2acfb48634f64996b57f90f39afa692ff362162722581921fe92239a59960f3c \
+    --hash=sha256:2efa205e6d98b24d1f3ab395c11aa15cdf10935bca283d0285e0499c284fba21 \
+    --hash=sha256:31037c82eccb44b7ea2e9e221d7c01429430e989a1f4b91ea5a855f6017b509a \
+    --hash=sha256:3527bb4942d2c14552155406cdedd906567456821848aed1cb4933a391bf5eca \
+    --hash=sha256:39617fb0cde9c0e6306dc70e3bfc096f3da793219879f7ae7aa341a69fbdcf6d \
+    --hash=sha256:398c521292f4c7fb807001dcd54694d3a1fcafc179a36ad9cc56f98df85930b6 \
+    --hash=sha256:3b1e39888c5e0c7d92cea4fc777396c4a90363b05de75d02eb459a4752200808 \
+    --hash=sha256:3dd4a3ff360dfb836fecdb93a4598f9d6e2ac81e3e397125145c6221bf58cf4c \
+    --hash=sha256:3ddd90103f9e5c471c49c7852ecc1fe27c7e45eb99e977aefe7caa4e779f4f58 \
+    --hash=sha256:446ddd671e43ab535810c4b21cff7104945c701d4a14d1e6d1cd6f4e445a8bea \
+    --hash=sha256:45375819235558a4ff1c4971dc32881f022613abdb180128f5cb4768c1765a1c \
+    --hash=sha256:46f1326ca6e65b0879d23ca302c0f2415aad42ff0309b9c818e7949fe19a41d8 \
+    --hash=sha256:48036f6374aaa79eb3b754ec29c61d1c6b1606749d705a13f8854fa2539671f6 \
+    --hash=sha256:4ebe8f0b5ec5a5024dc4a4c59f444c4e9afc5f2abdbb8962065b75d27fb971f9 \
+    --hash=sha256:4eeb011098fcb77af513dcef521a3dbecbf8849b1e38940759d293b7a93f5026 \
+    --hash=sha256:508f56a89ba9cb26e4168cbc37dbd60a28d82430a9e18ad1d25fe0883c314ca2 \
+    --hash=sha256:5604dfd046dc37eca90250fc3be938b076c8059fa772ac0ed6f499b0f0fb0415 \
+    --hash=sha256:56a33f191f17d8c417f99945ebdc1e691d3af9605d86ec68c7e54a57e3e17af6 \
+    --hash=sha256:57e8915c7986aa33d25e4d3629cef711cd2863f2961b10409f0c04cb8b7d9020 \
+    --hash=sha256:57eeeb05db7979413dec5438f2db21d7ecbba787cde7a711df1a6f6df672aa06 \
+    --hash=sha256:5b73ab8afcf66c622db143d1c6fda4e58e4d537ee4f125229ad47b1ab80f34c0 \
+    --hash=sha256:5e41809d2683fcde7d5a8c87a6567ba1fb1ce0de9f31bff578de00a4b2d76daa \
+    --hash=sha256:6351571c8a42b505eb555c0dc47d740d0fb66977dc142919eea6f4325b7c56a0 \
+    --hash=sha256:6441cc660d76107934a09c22167200839a0e89604a6297f78a974e66e931d2c0 \
+    --hash=sha256:65c8c8c37377794bd5b2f3ebe51919042bf17aec802e23c833d89782ed0c78af \
+    --hash=sha256:6ba42b2e7e7f46cf68cc6a5ca36fa07959f9bbd9c6bdcc47b6ee76549a590248 \
+    --hash=sha256:71b61c5bfe1c806332defc42ad6c780b3c55f661986d7f40283a3a88274b4c00 \
+    --hash=sha256:728d8bfd28a8845c8b6bc5dc7ce010453d206396786c0765c2740cb65f37791e \
+    --hash=sha256:7b92817338591505f282cf3864c145244b1edcf5381d237038df955001091538 \
+    --hash=sha256:7e30b874d341fac767d7df5a0870540541c2c054b80cfaac116e8d367a8a7ff2 \
+    --hash=sha256:7e87577720152d2caae19fe2baaf1f8d5ca12091e9e229f03915c37d1e4b9178 \
+    --hash=sha256:83d0ee4a57d1c87cb549e195ec300b8f0ec3a82eba66d835e4e2ed8634fe4499 \
+    --hash=sha256:8676474c07469d6f33dd1085ca2cd45f65785f32518f2b20e36d9953ca07f994 \
+    --hash=sha256:86f40a5d6444db30a125c9c9177e6b25dad981cbc37451fd838f145e6edac92e \
+    --hash=sha256:872acc074bd29ffc9913ecdfedf6ea77502312ca44a4aa0d3779089c6069d8de \
+    --hash=sha256:8abd33fef90b2a9efac5557d6033ca82d1195ed3a15fea5af15ba7b463c6a63b \
+    --hash=sha256:8c6e4218fbdfbcd4f6c19efca40930d24a621bf4b48cb76bc6640543bd28ef20 \
+    --hash=sha256:8e76e8161ad00694cfce6767d5dea860c6391ac5b83e5c3a39661e696f11fc7e \
+    --hash=sha256:8f3af7a4903c5c04a11a196a5aa75cdd7dd3f8508132f9fb3259d9f5908e3b88 \
+    --hash=sha256:91328f1c23d47595ca3ef0a7557fa129c5a23404b775c770697d2f35b33e0107 \
+    --hash=sha256:916714069da19329ef7de197dcbc77bb3104145c7c2c864dbfbe318f46b88b14 \
+    --hash=sha256:93a7860539414dddaefba2b40f8771765ae17949d4c7182b876ce429e11a8309 \
+    --hash=sha256:954cc214c04663ee6d266fc61739cad83054683048de65c5bd1d640ad28098ac \
+    --hash=sha256:96f5f58b54a063d7ea9dca08e1cf57bfe10499c4d579ee672da284f57f5f0070 \
+    --hash=sha256:97cf3bc1b7d7d2306772ec07366c80d9df00ff79e79cea32898883a646d2fae2 \
+    --hash=sha256:98bd73080e8756255137e1bd3f3f00295bbc5aa383c0e0f973920e9134d7c4ad \
+    --hash=sha256:992604d02e6d9c6d786c24a706a71ecffe1020fc1ef264044474cd81fa2c3919 \
+    --hash=sha256:a24852d3c29ad9e47593593d8a247c44ccc3d0548ef12c822d6ed0810affe676 \
+    --hash=sha256:a6a563446a41adc451393dc6b8e6ad87979efaee3c8738690a8d1b08ebead1b4 \
+    --hash=sha256:a8234aa23ec39894bfe4a3f1b85616a7032481964a13ac6fc9f10de4f6fca270 \
+    --hash=sha256:a8820737949116ffff55fe18f9fc644530063ba6ebfcb8314239416e78f1347c \
+    --hash=sha256:a9e1328e17c84c1a5d22ec9f785ecef4a967fab9a42b6a8dc3bcbebd0a0c9e44 \
+    --hash=sha256:aa0fbdbac82cb3e4450d0ccde7d7a35607f4cb2dd9fba4b8b69bfaf8c9fa6aed \
+    --hash=sha256:b310768746dd314ea6e2ff4cc89ef215426813396ff4e94ee8e6f7096c8b6e03 \
+    --hash=sha256:b46b0f094dc1d3b90356c85a0bd2c9bafc4a6a190b9d6f8ddd5a033b6e088ed4 \
+    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
+    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
+    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
+    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
+    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
+    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
+    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
+    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
+    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
+    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
+    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
+    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
+    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
+    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
+    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
+    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
+    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
+    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
+    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
+    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
 requests==2.34.0.dev1 \
     --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
@@ -3218,9 +3219,9 @@ tzlocal==5.3.1 \
     --hash=sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
     # via js2py
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
     #   botocore
     #   docker
diff --git a/v2/mongodb-to-mongodb/README.md b/v2/mongodb-to-mongodb/README.md
new file mode 100644
index 0000000000..72c2ed5339
--- /dev/null
+++ b/v2/mongodb-to-mongodb/README.md
@@ -0,0 +1,151 @@
+# MongoDB to MongoDB Dataflow Template
+
+This template copies data from a source MongoDB database to a target MongoDB database. It supports reading from a specific collection or all collections in a database, applying an optional JavaScript UDF for transformation, and handling failures via a Dead Letter Queue (DLQ).
+
+## High-Level Workflow
+
+```mermaid
+graph TD
+    A[Source: MongoDB or DLQ] --> B{Read Mode};
+    B -- MongoDB --> C[Read from MongoDB];
+    B -- DLQ --> D[Read from DLQ Files];
+    C --> E[DocumentWithMetadata];
+    D --> E;
+    E --> F{UDF Configured?};
+    F -- Yes --> G[Apply JavaScript UDF];
+    F -- No --> H[Validate Document];
+    G --> I{UDF Success?};
+    I -- Yes --> H;
+    I -- No --> J[Write to DLQ UDF];
+    H --> K{Valid?};
+    K -- Yes --> L[Write to Target MongoDB];
+    K -- No --> M[Write to DLQ Validate];
+    L --> N{Write Success?};
+    N -- No --> O[Write to DLQ Write];
+    N -- Yes --> P[Done];
+```
+
+## Inputs
+
+| Parameter | Type | Description | Required | Default |
+| :--- | :--- | :--- | :--- | :--- |
+| `sourceUri` | String | URI to connect to the source MongoDB cluster. | Yes | |
+| `targetUri` | String | URI to connect to the target MongoDB cluster. | Yes | |
+| `sourceDatabase` | String | Database in the source MongoDB to read from. | Yes | |
+| `targetDatabase` | String | Database in the target MongoDB to write to. | Yes | |
+| `sourceCollection` | String | Collection in the source MongoDB to read from. If not provided, all collections will be migrated. | No | |
+| `targetCollection` | String | Collection in the target MongoDB to write to. If not provided, source collection names will be used. | No | |
+| `useBucketAuto` | Boolean | Enable withBucketAuto for Atlas compatibility. | No | false |
+| `numSplits` | Integer | Suggest a specific number of partitions for reading. | No | |
+| `batchSize` | Integer | Number of documents in a bulk write. | No | 5000 |
+| `dlqDirectory` | String | Base path to store failed events. | No | `tempLocation`/tmp |
+| `maxConcurrentAsyncWrites` | Integer | Maximum number of concurrent asynchronous batch writes per worker. | No | 10 |
+| `maxWriteRetries` | Integer | Maximum number of retry attempts for transient failures during write. | No | 3 |
+| `dlqMaxRetries` | Integer | Maximum number of times to retry events from DLQ. | No | 3 |
+| `readFromDlq` | Boolean | If true, reads only from DLQ for retry. If false, reads from MongoDB. | No | false |
+| `reconsumeDlqPath` | String | Path to read files from DLQ for reprocessing. Required if `readFromDlq` is true. | No | |
+
+### Configuring a MongoDB Source
+
+- **Connection URI**: Provide the standard MongoDB connection string in `sourceUri`.
+- **Database and Collection**: Specify `sourceDatabase` and `sourceCollection`.
+- **All Collections Migration**: If you omit `sourceCollection`, the template will query the source database for a list of all collections and create a separate pipeline branch to process each collection. This allows for full database migration.
+
+### Configuring a DLQ Source
+
+To reprocess documents that failed in a previous run and were written to the DLQ:
+1. Set `readFromDlq` to `true`.
+2. Set `reconsumeDlqPath` to the specific directory containing the failed files (e.g., `gs://your-bucket/dlq/2026-05-07/12-00-00/retryable`).
+3. The template will read these files, parse the JSON representations of the failed documents, and attempt to process and write them again.
+
+## Mongo Target
+
+Regardless of whether the pipeline is configured to read from a MongoDB source or from DLQ files (reconsume mode), the data will always be written to the specified MongoDB target. The target is configured using `targetUri` and `targetDatabase`. Documents will be routed to collections based on the `targetCollection` parameter or dynamically routed to match the source collection name if `targetCollection` is omitted.
+
+
+
+## User Defined Functions (UDF)
+
+You can apply a JavaScript UDF to transform documents before they are written to the target.
+
+### Defining a UDF
+
+- The UDF must be a JavaScript function that accepts a single string argument (the JSON representation of the MongoDB document) and returns a string (the JSON representation of the transformed document).
+- If the UDF returns `null` or throws an exception, the document is considered failed and will be sent to the DLQ.
+
+### Example UDF
+
+```javascript
+function transform(inJson) {
+  var obj = JSON.parse(inJson);
+
+  // Example of throwing an error (sends document to DLQ)
+  if (!obj.userId) {
+    throw new Error("Missing required field: userId");
+  }
+
+  // Example of renaming a field
+  if (obj.oldFieldName) {
+    obj.newFieldName = obj.oldFieldName;
+    delete obj.oldFieldName;
+  }
+
+  // Add a processed flag
+  obj.processed = true;
+
+  // Add a timestamp
+  obj.processTimestamp = new Date().getTime();
+
+  // Remove sensitive field
+  delete obj.sensitiveData;
+
+  return JSON.stringify(obj);
+}
+```
+
+## Dead Letter Queue Configuration
+
+The template uses a file-based DLQ to store documents that fail processing or writing.
+
+### Event Format
+
+Failures are written as JSON lines. Each line is a JSON object with the following structure:
+
+```json
+{
+  "data": { ... }, // The original document content
+  "_metadata_retry_count": 1, // Number of times this event has been retried
+  "_metadata_error_type": "RETRYABLE", // RETRYABLE or PERMANENT
+  "_metadata_source_collection": "source_col", // Source collection name
+  "_metadata_target_collection": "target_col", // Target collection name
+  "_metadata_error_message": "Error description", // Reason for failure
+  "_metadata_failure_stage": "WRITE" // UDF, VALIDATE, or WRITE
+}
+```
+
+
+### Directory Structure
+
+Failures are organized under the `dlqDirectory` (or `tempLocation`/tmp if not specified) with the following structure:
+`dlqDirectory/YYYY-MM-DD/HH-mm-ss/[retryable|permanent]/part-file`
+
+- **`retryable`**: Contains documents that failed due to transient errors (e.g., network issues, temporary unavailability) or UDF failures that might be fixed by correcting the UDF. These can be reprocessed by setting `readFromDlq` to `true`.
+- **`permanent`**: Contains documents that failed due to non-retriable errors (e.g., duplicate keys, schema validation failures in MongoDB, document too large). These should be inspected manually.
+
+### Error Categorization
+
+- **UDF Failures**: Sent to `retryable`.
+- **Validation Failures**: Sent to `permanent` (e.g., if document is null).
+- **Write Failures**:
+    - Permanent errors (Duplicate Key, Document Validation Failure, Key Too Long, Bad Value) go to `permanent`.
+    - Other errors are retried up to `maxWriteRetries`. If still failing, they go to `retryable`.
+
+## Performance Configurations
+
+To optimize performance, consider the following parameters:
+
+- **`batchSize`**: Controls how many documents are sent in a single bulk write operation. Larger sizes can improve throughput but increase memory usage. Default is 5000.
+- **`maxConcurrentAsyncWrites`**: Controls the number of concurrent bulk write operations per worker. Increasing this can increase throughput if the target MongoDB cluster can handle the load. Default is 10.
+- **`numSplits`**: Suggests the number of splits for reading from MongoDB. This affects the initial parallelism of the read stage.
+- **`useBucketAuto`**: When set to `true`, uses MongoDB's `$bucketAuto` to determine split points. This is often more efficient, especially on Atlas clusters where traditional split methods might be slow or unavailable.
+- **`numberOfWorkerHarnessThreads`**: This is a standard Dataflow flag (set via `--numberOfWorkerHarnessThreads`) that controls the number of threads per worker. Increasing this allows the worker to process more bundles in parallel, which can increase throughput but also increases memory and resource contention. It complements `maxConcurrentAsyncWrites` by allowing more concurrent work on the worker level before hitting the write throttle.
diff --git a/v2/mongodb-to-mongodb/pom.xml b/v2/mongodb-to-mongodb/pom.xml
new file mode 100644
index 0000000000..7eacba0cce
--- /dev/null
+++ b/v2/mongodb-to-mongodb/pom.xml
@@ -0,0 +1,87 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+  ~ Copyright (C) 2026 Google Inc.
+  ~
+  ~ Licensed under the Apache License, Version 2.0 (the "License"); you may not
+  ~ use this file except in compliance with the License. You may obtain a copy of
+  ~ the License at
+  ~
+  ~ http://www.apache.org/licenses/LICENSE-2.0
+  ~
+  ~ Unless required by applicable law or agreed to in writing, software
+  ~ distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+  ~ WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+  ~ License for the specific language governing permissions and limitations under
+  ~ the License.
+  ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~-->
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <parent>
+        <groupId>com.google.cloud.teleport.v2</groupId>
+        <artifactId>dynamic-templates</artifactId>
+        <version>1.0-SNAPSHOT</version>
+    </parent>
+
+    <artifactId>mongodb-to-mongodb</artifactId>
+
+    <description>
+        Copy Data from One MongoDB Database to Another
+    </description>
+
+    <properties>
+        <mongo-java-driver.version>5.6.5</mongo-java-driver.version>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.beam</groupId>
+            <artifactId>beam-sdks-java-io-mongodb</artifactId>
+            <exclusions>
+                <exclusion>
+                    <groupId>org.mongodb</groupId>
+                    <artifactId>mongo-java-driver</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <!-- For local testing with direct runner -->
+        <dependency>
+            <groupId>org.apache.beam</groupId>
+            <artifactId>beam-runners-direct-java</artifactId>
+            <version>${beam.version}</version>
+            <scope>runtime</scope>
+        </dependency>
+        <!-- Add dnsjava for MongoDB SRV record resolution -->
+        <dependency>
+            <groupId>dnsjava</groupId>
+            <artifactId>dnsjava</artifactId>
+            <version>3.6.3</version>
+        </dependency>
+        <dependency>
+            <groupId>org.mongodb</groupId>
+            <artifactId>mongodb-driver-sync</artifactId>
+            <version>${mongo-java-driver.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.mongodb</groupId>
+            <artifactId>mongodb-driver-core</artifactId>
+            <version>${mongo-java-driver.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>com.google.cloud.teleport.v2</groupId>
+            <artifactId>common</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+
+        <!-- Testing dependencies -->
+        <dependency>
+            <groupId>com.google.truth</groupId>
+            <artifactId>truth</artifactId>
+            <version>${truth.version}</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+</project>
diff --git a/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/templates/MongoDbToMongoDb.java b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/templates/MongoDbToMongoDb.java
new file mode 100644
index 0000000000..b638778eea
--- /dev/null
+++ b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/templates/MongoDbToMongoDb.java
@@ -0,0 +1,482 @@
+/*
+ * Copyright (C) 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License"); you may not
+ * use this file except in compliance with the License. You may obtain a copy of
+ * the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+ * License for the specific language governing permissions and limitations under
+ * the License.
+ */
+package com.google.cloud.teleport.v2.templates;
+
+import com.google.cloud.teleport.metadata.Template;
+import com.google.cloud.teleport.metadata.TemplateCategory;
+import com.google.cloud.teleport.metadata.TemplateParameter;
+import com.google.cloud.teleport.v2.transforms.DocumentWithMetadata;
+import com.google.cloud.teleport.v2.transforms.JavascriptTextTransformer;
+import com.google.cloud.teleport.v2.transforms.MongoDbTransforms;
+import com.mongodb.client.MongoClient;
+import com.mongodb.client.MongoClients;
+import com.mongodb.client.MongoDatabase;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.List;
+import org.apache.beam.runners.dataflow.options.DataflowPipelineOptions;
+import org.apache.beam.sdk.Pipeline;
+import org.apache.beam.sdk.coders.SerializableCoder;
+import org.apache.beam.sdk.io.TextIO;
+import org.apache.beam.sdk.io.mongodb.MongoDbIO;
+import org.apache.beam.sdk.metrics.Counter;
+import org.apache.beam.sdk.metrics.Metrics;
+import org.apache.beam.sdk.options.Default;
+import org.apache.beam.sdk.options.PipelineOptionsFactory;
+import org.apache.beam.sdk.options.Validation;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.PTransform;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.PCollectionTuple;
+import org.apache.beam.sdk.values.PDone;
+import org.apache.beam.sdk.values.TupleTag;
+import org.apache.beam.sdk.values.TupleTagList;
+import org.bson.Document;
+
+/** Dataflow template which copies data from one MongoDB database to another. */
+@Template(
+    name = "Mongodb_To_Mongodb",
+    category = TemplateCategory.BATCH,
+    displayName = "MongoDB to MongoDB",
+    description = "Copy data from one MongoDB database to another.",
+    flexContainerName = "mongodb-to-mongodb",
+    optionsClass = MongoDbToMongoDb.Options.class)
+public class MongoDbToMongoDb {
+
+  private static final org.slf4j.Logger LOG =
+      org.slf4j.LoggerFactory.getLogger(MongoDbToMongoDb.class);
+
+  public interface Options extends JavascriptTextTransformer.JavascriptTextTransformerOptions {
+    @TemplateParameter.Text(
+        order = 1,
+        groupName = "Source",
+        description = "Source MongoDB Connection URI",
+        helpText = "URI to connect to the source MongoDB cluster.")
+    @Validation.Required
+    String getSourceUri();
+
+    void setSourceUri(String value);
+
+    @TemplateParameter.Text(
+        order = 2,
+        groupName = "Target",
+        description = "Target MongoDB Connection URI",
+        helpText = "URI to connect to the target MongoDB cluster.")
+    @Validation.Required
+    String getTargetUri();
+
+    void setTargetUri(String value);
+
+    @TemplateParameter.Text(
+        order = 3,
+        groupName = "Source",
+        description = "Source MongoDB Database",
+        helpText = "Database in the source MongoDB to read from.")
+    @Validation.Required
+    String getSourceDatabase();
+
+    void setSourceDatabase(String value);
+
+    @TemplateParameter.Text(
+        order = 4,
+        groupName = "Target",
+        description = "Target MongoDB Database",
+        helpText = "Database in the target MongoDB to write to.")
+    @Validation.Required
+    String getTargetDatabase();
+
+    void setTargetDatabase(String value);
+
+    @TemplateParameter.Text(
+        order = 5,
+        groupName = "Source",
+        optional = true,
+        description = "Source MongoDB Collection",
+        helpText =
+            "Collection in the source MongoDB to read from. If not provided, all collections in the"
+                + " database will be migrated.")
+    String getSourceCollection();
+
+    void setSourceCollection(String value);
+
+    @TemplateParameter.Text(
+        order = 6,
+        groupName = "Target",
+        optional = true,
+        description = "Target MongoDB Collection",
+        helpText =
+            "Collection in the target MongoDB to write to. If not provided, source collection names"
+                + " will be used.")
+    String getTargetCollection();
+
+    void setTargetCollection(String value);
+
+    @TemplateParameter.Boolean(
+        order = 7,
+        groupName = "Source",
+        optional = true,
+        description = "Use BucketAuto",
+        helpText = "Enable withBucketAuto for Atlas compatibility.")
+    @Default.Boolean(false)
+    Boolean getUseBucketAuto();
+
+    void setUseBucketAuto(Boolean value);
+
+    @TemplateParameter.Integer(
+        order = 8,
+        groupName = "Source",
+        optional = true,
+        description = "Number of Splits",
+        helpText = "Suggest a specific number of partitions for reading.")
+    Integer getNumSplits();
+
+    void setNumSplits(Integer value);
+
+    @TemplateParameter.Integer(
+        order = 9,
+        groupName = "Target",
+        optional = true,
+        description = "Batch Size",
+        helpText = "Number of documents in a bulk write.")
+    @Default.Integer(5000)
+    Integer getBatchSize();
+
+    void setBatchSize(Integer value);
+
+    @TemplateParameter.Text(
+        order = 11,
+        optional = true,
+        description = "DLQ Directory",
+        helpText =
+            "Base path to store failed events. Events will be grouped by date and time, and"
+                + " separated into 'retryable' and 'permanent' subdirectories.")
+    String getDlqDirectory();
+
+    void setDlqDirectory(String value);
+
+    @TemplateParameter.Integer(
+        order = 13,
+        optional = true,
+        description = "Max Concurrent Async Writes",
+        helpText = "Maximum number of concurrent asynchronous batch writes per worker.")
+    @Default.Integer(10)
+    Integer getMaxConcurrentAsyncWrites();
+
+    void setMaxConcurrentAsyncWrites(Integer value);
+
+    @TemplateParameter.Integer(
+        order = 14,
+        optional = true,
+        description = "Max Write Retries",
+        helpText = "Maximum number of retry attempts for transient failures during write.")
+    @Default.Integer(3)
+    Integer getMaxWriteRetries();
+
+    void setMaxWriteRetries(Integer value);
+
+    @TemplateParameter.Integer(
+        order = 15,
+        optional = true,
+        description = "DLQ Max Retries",
+        helpText = "Maximum number of times to retry events from DLQ.")
+    @Default.Integer(3)
+    Integer getDlqMaxRetries();
+
+    void setDlqMaxRetries(Integer value);
+
+    @TemplateParameter.Text(
+        order = 16,
+        groupName = "Source",
+        optional = true,
+        description = "Reconsume DLQ Path",
+        helpText =
+            "Path to read files from DLQ for reprocessing. If not provided, write DLQ path will be"
+                + " used.")
+    String getReconsumeDlqPath();
+
+    void setReconsumeDlqPath(String value);
+
+    @TemplateParameter.Boolean(
+        order = 17,
+        groupName = "Source",
+        optional = true,
+        description = "Read from DLQ",
+        helpText = "If true, reads only from DLQ for retry. If false, reads from MongoDB.")
+    @Default.Boolean(false)
+    Boolean getReadFromDlq();
+
+    void setReadFromDlq(Boolean value);
+  }
+
+  public static void main(String[] args) {
+    Options options = PipelineOptionsFactory.fromArgs(args).withValidation().as(Options.class);
+    run(options);
+  }
+
+  public static void run(Options options) {
+    Pipeline pipeline = Pipeline.create(options);
+
+    String sourceUri = options.getSourceUri();
+    String sourceDatabase = options.getSourceDatabase();
+    String sourceCollection = options.getSourceCollection();
+
+    List<String> sourceCollections = new ArrayList<>();
+    if (sourceCollection != null && !sourceCollection.isEmpty()) {
+      sourceCollections.add(sourceCollection);
+    } else {
+      // List collections from source
+      try (MongoClient mongoClient = MongoClients.create(sourceUri)) {
+        MongoDatabase db = mongoClient.getDatabase(sourceDatabase);
+        for (String name : db.listCollectionNames()) {
+          sourceCollections.add(name);
+        }
+      }
+    }
+
+    String stagingLocation = options.as(DataflowPipelineOptions.class).getStagingLocation();
+    String tmpDirectory = options.getTempLocation();
+    if (tmpDirectory == null || tmpDirectory.isEmpty()) {
+      if (stagingLocation != null && !stagingLocation.isEmpty()) {
+        tmpDirectory =
+            stagingLocation.endsWith("/") ? stagingLocation + "tmp" : stagingLocation + "/tmp";
+      } else {
+        tmpDirectory = "/tmp";
+      }
+    }
+
+    String dlqDirectory = options.getDlqDirectory();
+    if (dlqDirectory == null || dlqDirectory.isEmpty()) {
+      dlqDirectory = tmpDirectory;
+    }
+    String baseDlqPath = dlqDirectory.endsWith("/") ? dlqDirectory : dlqDirectory + "/";
+    String timestampPath = new SimpleDateFormat("yyyy-MM-dd/HH-mm-ss").format(new Date());
+    String retryableDlqPath = baseDlqPath + timestampPath + "/retryable";
+    String permanentDlqPath = baseDlqPath + timestampPath + "/permanent";
+
+    if (options.getReadFromDlq() != null && options.getReadFromDlq()) {
+      String reconsumePath = options.getReconsumeDlqPath();
+      if (reconsumePath == null || reconsumePath.isEmpty()) {
+        throw new IllegalArgumentException(
+            "Reconsume DLQ path must be specified when reading from DLQ.");
+      }
+      PCollection<DocumentWithMetadata> documents = readFromDlq(pipeline, reconsumePath);
+      documents.apply(
+          "ProcessDlq", new ProcessDocuments(options, retryableDlqPath, permanentDlqPath));
+    } else {
+      for (String inputCollection : sourceCollections) {
+        String targetCollectionRaw = options.getTargetCollection();
+        final String targetCollection =
+            (targetCollectionRaw == null || targetCollectionRaw.isEmpty())
+                ? inputCollection
+                : targetCollectionRaw;
+
+        PCollection<DocumentWithMetadata> documents =
+            readFromMongo(pipeline, options, inputCollection, targetCollection);
+        documents.apply(
+            "Process_" + inputCollection,
+            new ProcessDocuments(options, retryableDlqPath, permanentDlqPath));
+      }
+    }
+
+    pipeline.run();
+  }
+
+  public static class ProcessDocuments
+      extends PTransform<PCollection<DocumentWithMetadata>, PDone> {
+    private final transient Options options;
+    private final String retryableDlqPath;
+    private final String permanentDlqPath;
+
+    public ProcessDocuments(Options options, String retryableDlqPath, String permanentDlqPath) {
+      this.options = options;
+      this.retryableDlqPath = retryableDlqPath;
+      this.permanentDlqPath = permanentDlqPath;
+    }
+
+    @Override
+    public PDone expand(PCollection<DocumentWithMetadata> input) {
+      PCollection<DocumentWithMetadata> documents =
+          input.apply(
+              "CountTotalProcessed",
+              ParDo.of(
+                  new DoFn<DocumentWithMetadata, DocumentWithMetadata>() {
+                    private final Counter totalProcessedDocuments =
+                        Metrics.counter(MongoDbToMongoDb.class, "totalProcessedDocuments");
+
+                    @ProcessElement
+                    public void processElement(ProcessContext c) {
+                      totalProcessedDocuments.inc();
+                      c.output(c.element());
+                    }
+                  }));
+
+      // UDF Stage
+      if (options.getJavascriptTextTransformGcsPath() != null
+          && !options.getJavascriptTextTransformGcsPath().isEmpty()) {
+        TupleTag<DocumentWithMetadata> udfSuccessTag = new TupleTag<DocumentWithMetadata>() {};
+        TupleTag<DocumentWithMetadata> udfFailureTag = new TupleTag<DocumentWithMetadata>() {};
+
+        PCollectionTuple udfProcessed =
+            documents.apply(
+                "ApplyUDF",
+                ParDo.of(
+                        new MongoDbTransforms.ApplyUdfFn(
+                            options.getJavascriptTextTransformGcsPath(),
+                            options.getJavascriptTextTransformFunctionName(),
+                            options.getJavascriptTextTransformReloadIntervalMinutes(),
+                            udfFailureTag))
+                    .withOutputTags(udfSuccessTag, TupleTagList.of(udfFailureTag)));
+
+        // Write UDF Failures to DLQ
+        udfProcessed
+            .get(udfFailureTag)
+            .apply(
+                "WriteToDlq_UDF",
+                new MongoDbTransforms.WriteToDlq(
+                    retryableDlqPath, permanentDlqPath, options.getTempLocation()));
+
+        documents =
+            udfProcessed
+                .get(udfSuccessTag)
+                .setCoder(SerializableCoder.of(DocumentWithMetadata.class));
+      }
+
+      // Validation Stage with DLQ
+      TupleTag<DocumentWithMetadata> successTag = new TupleTag<DocumentWithMetadata>() {};
+      TupleTag<DocumentWithMetadata> failureTag = new TupleTag<DocumentWithMetadata>() {};
+
+      PCollectionTuple processed =
+          documents.apply(
+              "Validate",
+              ParDo.of(
+                      new DoFn<DocumentWithMetadata, DocumentWithMetadata>() {
+                        private final Counter contextCreationFailures =
+                            Metrics.counter(MongoDbToMongoDb.class, "contextCreationFailures");
+
+                        @ProcessElement
+                        public void processElement(ProcessContext c) {
+                          DocumentWithMetadata item = c.element();
+                          if (item == null || item.getDocument() == null) {
+                            contextCreationFailures.inc();
+                            c.output(
+                                failureTag,
+                                DocumentWithMetadata.of(
+                                    null,
+                                    null,
+                                    0,
+                                    "Null document",
+                                    DocumentWithMetadata.ErrorType.PERMANENT,
+                                    null,
+                                    null,
+                                    DocumentWithMetadata.FailureStage.VALIDATE));
+                          } else {
+                            c.output(successTag, item);
+                          }
+                        }
+                      })
+                  .withOutputTags(successTag, TupleTagList.of(failureTag)));
+
+      // Write Process Failures to DLQ
+      processed
+          .get(failureTag)
+          .apply(
+              "WriteToDlq_Validate",
+              new MongoDbTransforms.WriteToDlq(
+                  retryableDlqPath, permanentDlqPath, options.getTempLocation()));
+
+      // Write Stage with DLQ
+      PCollection<DocumentWithMetadata> validDocs = processed.get(successTag);
+
+      PCollection<DocumentWithMetadata> writeFailures =
+          validDocs.apply(
+              "Write",
+              MongoDbTransforms.writeWithDlq()
+                  .withUri(options.getTargetUri())
+                  .withDatabase(options.getTargetDatabase())
+                  .withBatchSize(options.getBatchSize())
+                  .withMaxConcurrentAsyncWrites(options.getMaxConcurrentAsyncWrites())
+                  .withMaxWriteRetries(options.getMaxWriteRetries())
+                  .withDlqMaxRetries(options.getDlqMaxRetries()));
+
+      writeFailures.apply(
+          "WriteToDlq_Write",
+          new MongoDbTransforms.WriteToDlq(
+              retryableDlqPath, permanentDlqPath, options.getTempLocation()));
+
+      return PDone.in(input.getPipeline());
+    }
+  }
+
+  private static PCollection<DocumentWithMetadata> readFromDlq(
+      Pipeline pipeline, String reconsumePath) {
+    PCollection<String> dlqStrings =
+        pipeline.apply("ReadDlq", TextIO.read().from(reconsumePath + "/**"));
+
+    return dlqStrings.apply(
+        "ParseDlq",
+        ParDo.of(
+            new DoFn<String, DocumentWithMetadata>() {
+              private final Counter retriedDocuments =
+                  Metrics.counter(MongoDbToMongoDb.class, "retriedDocuments");
+              private final Counter contextCreationFailures =
+                  Metrics.counter(MongoDbToMongoDb.class, "contextCreationFailures");
+
+              @ProcessElement
+              public void processElement(ProcessContext c) {
+                String line = c.element();
+                try {
+                  c.output(DocumentWithMetadata.fromDlqJson(line));
+                  retriedDocuments.inc();
+                } catch (Exception e) {
+                  LOG.error("Failed to parse DLQ event", e);
+                  contextCreationFailures.inc();
+                }
+              }
+            }));
+  }
+
+  private static PCollection<DocumentWithMetadata> readFromMongo(
+      Pipeline pipeline, Options options, String sourceCollection, String targetCollection) {
+    MongoDbIO.Read read =
+        MongoDbIO.read()
+            .withUri(options.getSourceUri())
+            .withDatabase(options.getSourceDatabase())
+            .withCollection(sourceCollection);
+
+    if (options.getUseBucketAuto() != null && options.getUseBucketAuto()) {
+      read = read.withBucketAuto(true);
+    }
+
+    if (options.getNumSplits() != null) {
+      read = read.withNumSplits(options.getNumSplits());
+    }
+
+    return pipeline
+        .apply("Read_" + sourceCollection, read)
+        .apply(
+            "MapToMetadata_" + sourceCollection,
+            ParDo.of(
+                new DoFn<Document, DocumentWithMetadata>() {
+                  @ProcessElement
+                  public void processElement(ProcessContext c) {
+                    c.output(
+                        DocumentWithMetadata.of(c.element(), sourceCollection, targetCollection));
+                  }
+                }));
+  }
+}
diff --git a/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/templates/package-info.java b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/templates/package-info.java
new file mode 100644
index 0000000000..a3fd67e470
--- /dev/null
+++ b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/templates/package-info.java
@@ -0,0 +1,2 @@
+/** Package for the template. */
+package com.google.cloud.teleport.v2.templates;
diff --git a/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/DocumentWithMetadata.java b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/DocumentWithMetadata.java
new file mode 100644
index 0000000000..0a7ffdb958
--- /dev/null
+++ b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/DocumentWithMetadata.java
@@ -0,0 +1,275 @@
+/*
+ * Copyright (C) 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License"); you may not
+ * use this file except in compliance with the License. You may obtain a copy of
+ * the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+ * License for the specific language governing permissions and limitations under
+ * the License.
+ */
+package com.google.cloud.teleport.v2.transforms;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.node.ObjectNode;
+import java.io.Serializable;
+import org.bson.Document;
+import org.bson.json.JsonMode;
+import org.bson.json.JsonWriterSettings;
+
+/**
+ * This class contains the raw document and metadata related to the migration. It is used to carry
+ * the document and its DLQ retry context through the pipeline without polluting the original
+ * document schema.
+ */
+public class DocumentWithMetadata implements Serializable {
+
+  private static final ObjectMapper MAPPER = new ObjectMapper();
+
+  private static final JsonWriterSettings CANONICAL_JSON_SETTINGS =
+      JsonWriterSettings.builder().outputMode(JsonMode.EXTENDED).build();
+
+  public static final String METADATA_RETRY_COUNT = "_metadata_retry_count";
+  public static final String METADATA_ERROR_TYPE = "_metadata_error_type";
+  public static final String METADATA_SOURCE_COLLECTION = "_metadata_source_collection";
+  public static final String METADATA_TARGET_COLLECTION = "_metadata_target_collection";
+  public static final String METADATA_ERROR_MESSAGE = "_metadata_error_message";
+  public static final String METADATA_FAILURE_STAGE = "_metadata_failure_stage";
+
+  public enum ErrorType {
+    RETRYABLE,
+    PERMANENT
+  }
+
+  public enum FailureStage {
+    UDF,
+    VALIDATE,
+    WRITE
+  }
+
+  private final Document document;
+  private final String originalDocument;
+  private final Integer retryCount;
+  private final String errorMessage;
+  private final ErrorType errorType;
+  private final String sourceCollection;
+  private final String targetCollection;
+  private final FailureStage failureStage;
+
+  public DocumentWithMetadata(
+      Document document,
+      String originalDocument,
+      Integer retryCount,
+      String errorMessage,
+      ErrorType errorType,
+      String sourceCollection,
+      String targetCollection,
+      FailureStage failureStage) {
+    this.document = document;
+    this.originalDocument = originalDocument;
+    this.retryCount = retryCount;
+    this.errorMessage = errorMessage;
+    this.errorType = errorType;
+    this.sourceCollection = sourceCollection;
+    this.targetCollection = targetCollection;
+    this.failureStage = failureStage;
+  }
+
+  /** Returns the current BSON document. */
+  public Document getDocument() {
+    return document;
+  }
+
+  /** Returns the ID of the document. */
+  public Object getId() {
+    if (document != null) {
+      return document.get("_id");
+    }
+    return null;
+  }
+
+  /** Returns the original document string. */
+  public String getOriginalDocument() {
+    return originalDocument;
+  }
+
+  /** Returns the retry count associated with this document in DLQ. */
+  public Integer getRetryCount() {
+    return retryCount;
+  }
+
+  /** Returns the error message that caused this document to be sent to DLQ. */
+  public String getErrorMessage() {
+    return errorMessage;
+  }
+
+  /** Returns the error type (e.g., RETRYABLE, PERMANENT). */
+  public ErrorType getErrorType() {
+    return errorType;
+  }
+
+  /** Returns the source collection name. */
+  public String getSourceCollection() {
+    return sourceCollection;
+  }
+
+  /** Returns the target collection name. */
+  public String getTargetCollection() {
+    return targetCollection;
+  }
+
+  /** Returns the failure stage. */
+  public FailureStage getFailureStage() {
+    return failureStage;
+  }
+
+  public static DocumentWithMetadata of(
+      Document document,
+      String originalDocument,
+      Integer retryCount,
+      String errorMessage,
+      ErrorType errorType) {
+    return new DocumentWithMetadata(
+        document, originalDocument, retryCount, errorMessage, errorType, null, null, null);
+  }
+
+  public static DocumentWithMetadata of(
+      Document document,
+      String originalDocument,
+      Integer retryCount,
+      String errorMessage,
+      ErrorType errorType,
+      String sourceCollection,
+      String targetCollection) {
+    return new DocumentWithMetadata(
+        document,
+        originalDocument,
+        retryCount,
+        errorMessage,
+        errorType,
+        sourceCollection,
+        targetCollection,
+        null);
+  }
+
+  public static DocumentWithMetadata of(Document document, String originalDocument) {
+    return new DocumentWithMetadata(document, originalDocument, 0, null, null, null, null, null);
+  }
+
+  public static DocumentWithMetadata of(Document document) {
+    return new DocumentWithMetadata(
+        document, document.toJson(CANONICAL_JSON_SETTINGS), 0, null, null, null, null, null);
+  }
+
+  public static DocumentWithMetadata of(
+      Document document, String sourceCollection, String targetCollection) {
+    return new DocumentWithMetadata(
+        document,
+        document.toJson(CANONICAL_JSON_SETTINGS),
+        0,
+        null,
+        null,
+        sourceCollection,
+        targetCollection,
+        null);
+  }
+
+  public static DocumentWithMetadata of(
+      Document document,
+      String originalDocument,
+      Integer retryCount,
+      String errorMessage,
+      ErrorType errorType,
+      String sourceCollection,
+      String targetCollection,
+      FailureStage failureStage) {
+    return new DocumentWithMetadata(
+        document,
+        originalDocument,
+        retryCount,
+        errorMessage,
+        errorType,
+        sourceCollection,
+        targetCollection,
+        failureStage);
+  }
+
+  /**
+   * Serializes the event for DLQ.
+   *
+   * @param errorMessage the error message
+   * @param errorType the error type (PERMANENT or RETRYABLE)
+   * @param newRetryCount the new retry count
+   * @return the JSON string ready for DLQ
+   */
+  public String toDlqJson(String errorMessage, ErrorType errorType, Integer newRetryCount) {
+    try {
+      ObjectNode dlqNode = MAPPER.createObjectNode();
+
+      dlqNode.set("data", MAPPER.readTree(originalDocument));
+      dlqNode.put(METADATA_ERROR_MESSAGE, errorMessage);
+      dlqNode.put(METADATA_ERROR_TYPE, errorType != null ? errorType.name() : null);
+      dlqNode.put(METADATA_RETRY_COUNT, newRetryCount);
+      dlqNode.put(METADATA_SOURCE_COLLECTION, sourceCollection);
+      dlqNode.put(METADATA_TARGET_COLLECTION, targetCollection);
+      dlqNode.put(METADATA_FAILURE_STAGE, failureStage != null ? failureStage.name() : null);
+
+      return dlqNode.toString();
+    } catch (Exception e) {
+      throw new RuntimeException("Failed to serialize DLQ message", e);
+    }
+  }
+
+  private static String getOrDefault(JsonNode node, String fieldName, String defaultValue) {
+    return node.has(fieldName) && !node.get(fieldName).isNull()
+        ? node.get(fieldName).asText()
+        : defaultValue;
+  }
+
+  private static int getIntOrDefault(JsonNode node, String fieldName, int defaultValue) {
+    return node.has(fieldName) && !node.get(fieldName).isNull()
+        ? node.get(fieldName).asInt()
+        : defaultValue;
+  }
+
+  public static DocumentWithMetadata fromDlqJson(String jsonStr) {
+    try {
+      JsonNode jsonNode = MAPPER.readTree(jsonStr);
+      JsonNode dataNode = jsonNode.get("data");
+      if (dataNode == null) {
+        throw new IllegalArgumentException("Invalid DLQ message: missing 'data' field");
+      }
+
+      Document doc = Document.parse(dataNode.toString());
+      String originalDocument = dataNode.toString();
+
+      Integer retryCount = getIntOrDefault(jsonNode, METADATA_RETRY_COUNT, 0);
+      String errorMsg = getOrDefault(jsonNode, METADATA_ERROR_MESSAGE, null);
+      String errorTypeStr = getOrDefault(jsonNode, METADATA_ERROR_TYPE, null);
+      ErrorType errorType = errorTypeStr != null ? ErrorType.valueOf(errorTypeStr) : null;
+      String sourceCollection = getOrDefault(jsonNode, METADATA_SOURCE_COLLECTION, null);
+      String targetCollection = getOrDefault(jsonNode, METADATA_TARGET_COLLECTION, null);
+      String failureStageStr = getOrDefault(jsonNode, METADATA_FAILURE_STAGE, null);
+      FailureStage failureStage =
+          failureStageStr != null ? FailureStage.valueOf(failureStageStr) : null;
+
+      return new DocumentWithMetadata(
+          doc,
+          originalDocument,
+          retryCount,
+          errorMsg,
+          errorType,
+          sourceCollection,
+          targetCollection,
+          failureStage);
+    } catch (Exception e) {
+      throw new RuntimeException("Failed to parse DLQ message", e);
+    }
+  }
+}
diff --git a/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/MongoDbTransforms.java b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/MongoDbTransforms.java
new file mode 100644
index 0000000000..49f87e1cc4
--- /dev/null
+++ b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/MongoDbTransforms.java
@@ -0,0 +1,719 @@
+/*
+ * Copyright (C) 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License"); you may not
+ * use this file except in compliance with the License. You may obtain a copy of
+ * the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+ * License for the specific language governing permissions and limitations under
+ * the License.
+ */
+package com.google.cloud.teleport.v2.transforms;
+
+import static com.google.cloud.teleport.v2.transforms.DocumentWithMetadata.ErrorType.PERMANENT;
+import static com.google.cloud.teleport.v2.transforms.DocumentWithMetadata.ErrorType.RETRYABLE;
+
+import com.mongodb.ErrorCategory;
+import com.mongodb.MongoBulkWriteException;
+import com.mongodb.MongoException;
+import com.mongodb.bulk.BulkWriteError;
+import com.mongodb.client.MongoClient;
+import com.mongodb.client.MongoClients;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.model.BulkWriteOptions;
+import com.mongodb.client.model.ReplaceOneModel;
+import com.mongodb.client.model.ReplaceOptions;
+import com.mongodb.client.model.WriteModel;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.ConcurrentLinkedQueue;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Semaphore;
+import java.util.concurrent.atomic.AtomicLong;
+import org.apache.beam.sdk.coders.KvCoder;
+import org.apache.beam.sdk.coders.SerializableCoder;
+import org.apache.beam.sdk.coders.StringUtf8Coder;
+import org.apache.beam.sdk.metrics.Counter;
+import org.apache.beam.sdk.metrics.Metrics;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.Filter;
+import org.apache.beam.sdk.transforms.GroupIntoBatches;
+import org.apache.beam.sdk.transforms.PTransform;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.SerializableFunction;
+import org.apache.beam.sdk.transforms.WithKeys;
+import org.apache.beam.sdk.transforms.windowing.GlobalWindow;
+import org.apache.beam.sdk.util.BackOff;
+import org.apache.beam.sdk.util.BackOffUtils;
+import org.apache.beam.sdk.util.FluentBackoff;
+import org.apache.beam.sdk.util.Sleeper;
+import org.apache.beam.sdk.values.KV;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.PCollectionTuple;
+import org.apache.beam.sdk.values.PDone;
+import org.apache.beam.sdk.values.TupleTag;
+import org.apache.beam.sdk.values.TupleTagList;
+import org.bson.Document;
+import org.joda.time.Duration;
+import org.joda.time.Instant;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/** Transforms for the MongoDB to MongoDB template. */
+public class MongoDbTransforms {
+
+  public static WriteWithDlq writeWithDlq() {
+    return new WriteWithDlq();
+  }
+
+  public static class WriteWithDlq
+      extends PTransform<PCollection<DocumentWithMetadata>, PCollection<DocumentWithMetadata>> {
+    private String uri;
+    private String database;
+    private Integer batchSize = 5000;
+
+    private Integer maxConcurrentAsyncWrites = 10;
+    private Integer maxWriteRetries = 3;
+    private Integer dlqMaxRetries = 3;
+    private SerializableFunction<String, MongoClient> clientFactory = MongoClients::create;
+
+    public WriteWithDlq withUri(String uri) {
+      this.uri = uri;
+      return this;
+    }
+
+    public WriteWithDlq withDatabase(String database) {
+      this.database = database;
+      return this;
+    }
+
+    public WriteWithDlq withBatchSize(Integer batchSize) {
+      if (batchSize != null) {
+        this.batchSize = batchSize;
+      }
+      return this;
+    }
+
+    public WriteWithDlq withMaxConcurrentAsyncWrites(Integer maxConcurrentAsyncWrites) {
+      if (maxConcurrentAsyncWrites != null) {
+        this.maxConcurrentAsyncWrites = maxConcurrentAsyncWrites;
+      }
+      return this;
+    }
+
+    public WriteWithDlq withMaxWriteRetries(Integer maxWriteRetries) {
+      if (maxWriteRetries != null) {
+        this.maxWriteRetries = maxWriteRetries;
+      }
+      return this;
+    }
+
+    public WriteWithDlq withDlqMaxRetries(Integer dlqMaxRetries) {
+      if (dlqMaxRetries != null) {
+        this.dlqMaxRetries = dlqMaxRetries;
+      }
+      return this;
+    }
+
+    public WriteWithDlq withClientFactory(SerializableFunction<String, MongoClient> clientFactory) {
+      if (clientFactory != null) {
+        this.clientFactory = clientFactory;
+      }
+      return this;
+    }
+
+    @Override
+    public PCollection<DocumentWithMetadata> expand(PCollection<DocumentWithMetadata> input) {
+      TupleTag<DocumentWithMetadata> successTag = new TupleTag<DocumentWithMetadata>() {};
+      TupleTag<DocumentWithMetadata> failureTag = new TupleTag<DocumentWithMetadata>() {};
+
+      PCollectionTuple writeResults =
+          input
+              .apply(
+                  "AddRandomKey",
+                  WithKeys.of(
+                      doc ->
+                          String.valueOf(
+                              java.util.concurrent.ThreadLocalRandom.current().nextInt(1000))))
+              .setCoder(
+                  KvCoder.of(
+                      StringUtf8Coder.of(), SerializableCoder.of(DocumentWithMetadata.class)))
+              .apply("GroupIntoBatches", GroupIntoBatches.ofSize(batchSize))
+              .apply(
+                  "WriteBatches",
+                  ParDo.of(
+                          WriteFn.builder()
+                              .withUri(uri)
+                              .withDatabase(database)
+                              .withMaxConcurrentAsyncWrites(maxConcurrentAsyncWrites)
+                              .withMaxWriteRetries(maxWriteRetries)
+                              .withDlqMaxRetries(dlqMaxRetries)
+                              .withClientFactory(clientFactory)
+                              .withFailureTag(failureTag)
+                              .build())
+                      .withOutputTags(successTag, TupleTagList.of(failureTag)));
+
+      return writeResults.get(failureTag);
+    }
+  }
+
+  public static class WriteToDlq extends PTransform<PCollection<DocumentWithMetadata>, PDone> {
+    private final String retryablePath;
+    private final String permanentPath;
+    private final String tempLocation;
+
+    public WriteToDlq(String retryablePath, String permanentPath, String tempLocation) {
+      this.retryablePath = retryablePath;
+      this.permanentPath = permanentPath;
+      this.tempLocation = tempLocation;
+    }
+
+    @Override
+    public PDone expand(PCollection<DocumentWithMetadata> input) {
+      PCollection<DocumentWithMetadata> retryable =
+          input.apply(
+              "FilterRetryable",
+              Filter.by(item -> item.getErrorType() == DocumentWithMetadata.ErrorType.RETRYABLE));
+
+      PCollection<DocumentWithMetadata> permanent =
+          input.apply(
+              "FilterPermanent",
+              Filter.by(item -> item.getErrorType() == DocumentWithMetadata.ErrorType.PERMANENT));
+
+      retryable
+          .apply(
+              "MapToJson_Retryable",
+              ParDo.of(
+                  new DoFn<DocumentWithMetadata, String>() {
+                    @ProcessElement
+                    public void processElement(ProcessContext c) {
+                      DocumentWithMetadata item = c.element();
+                      c.output(
+                          item.toDlqJson(
+                              item.getErrorMessage(), item.getErrorType(), item.getRetryCount()));
+                    }
+                  }))
+          .apply(
+              "WriteDlq_Retryable",
+              DLQWriteTransform.WriteDLQ.newBuilder()
+                  .withDlqDirectory(retryablePath)
+                  .withTmpDirectory(tempLocation)
+                  .build());
+
+      permanent
+          .apply(
+              "MapToJson_Permanent",
+              ParDo.of(
+                  new DoFn<DocumentWithMetadata, String>() {
+                    @ProcessElement
+                    public void processElement(ProcessContext c) {
+                      DocumentWithMetadata item = c.element();
+                      c.output(
+                          item.toDlqJson(
+                              item.getErrorMessage(), item.getErrorType(), item.getRetryCount()));
+                    }
+                  }))
+          .apply(
+              "WriteDlq_Permanent",
+              DLQWriteTransform.WriteDLQ.newBuilder()
+                  .withDlqDirectory(permanentPath)
+                  .withTmpDirectory(tempLocation)
+                  .build());
+
+      return PDone.in(input.getPipeline());
+    }
+  }
+
+  /** A {@link DoFn} that writes documents to MongoDB in bulk. */
+  public static class WriteFn
+      extends DoFn<KV<String, Iterable<DocumentWithMetadata>>, DocumentWithMetadata> {
+
+    private static final int ERR_DOCUMENT_VALIDATION_FAILURE = 121;
+    private static final int ERR_KEY_TOO_LONG = 17280;
+    private static final int ERR_BAD_VALUE = 2;
+
+    private static final Logger LOG = LoggerFactory.getLogger(WriteFn.class);
+
+    private final String uri;
+    private final String database;
+    private final Integer maxConcurrentAsyncWrites;
+    private final Integer maxWriteRetries;
+    private final Integer dlqMaxRetries;
+    private final SerializableFunction<String, MongoClient> clientFactory;
+    private final TupleTag<DocumentWithMetadata> failureTag;
+    private transient FluentBackoff backoffSpec;
+
+    private final Counter successfulWrites =
+        Metrics.counter(WriteWithDlq.class, "successfulWrites");
+    private final Counter inMemoryRetries = Metrics.counter(WriteWithDlq.class, "inMemoryRetries");
+    private final Counter severeFailedWrites =
+        Metrics.counter(WriteWithDlq.class, "severeFailedWrites");
+    private final Counter dlqRetries = Metrics.counter(WriteWithDlq.class, "dlqRetries");
+    private final Counter permanentFailures =
+        Metrics.counter(WriteWithDlq.class, "permanentFailures");
+
+    private transient MongoClient mongoClient;
+    private transient ExecutorService executor;
+    private transient Semaphore semaphore;
+    private transient ConcurrentLinkedQueue<CompletableFuture<Void>> futures;
+    private transient ConcurrentLinkedQueue<DocumentWithMetadata> failures;
+    private transient AtomicLong successfulCount;
+    private transient ConcurrentHashMap<String, AtomicLong> dynamicCounters;
+    private transient AtomicLong inMemoryRetriesCount;
+    private transient AtomicLong severeFailedWritesCount;
+    private transient AtomicLong dlqRetriesCount;
+    private transient AtomicLong permanentFailuresCount;
+
+    private void incDynamicCounter(String prefix, String exceptionName, int code, long count) {
+      String counterName = prefix + "_" + exceptionName + "_" + code;
+      if (dynamicCounters != null) {
+        dynamicCounters.computeIfAbsent(counterName, k -> new AtomicLong(0)).addAndGet(count);
+      }
+    }
+
+    public WriteFn(
+        String uri,
+        String database,
+        Integer maxConcurrentAsyncWrites,
+        Integer maxWriteRetries,
+        Integer dlqMaxRetries,
+        SerializableFunction<String, MongoClient> clientFactory,
+        TupleTag<DocumentWithMetadata> failureTag) {
+      this.uri = uri;
+      this.database = database;
+      this.maxConcurrentAsyncWrites = maxConcurrentAsyncWrites;
+      this.maxWriteRetries = maxWriteRetries;
+      this.dlqMaxRetries = dlqMaxRetries;
+      this.clientFactory = clientFactory;
+      this.failureTag = failureTag;
+    }
+
+    public static Builder builder() {
+      return new Builder();
+    }
+
+    public static class Builder {
+      private String uri;
+      private String database;
+      private Integer maxConcurrentAsyncWrites;
+      private Integer maxWriteRetries;
+      private Integer dlqMaxRetries = 3;
+      private SerializableFunction<String, MongoClient> clientFactory;
+      private TupleTag<DocumentWithMetadata> failureTag;
+
+      public Builder withUri(String uri) {
+        this.uri = uri;
+        return this;
+      }
+
+      public Builder withDatabase(String database) {
+        this.database = database;
+        return this;
+      }
+
+      public Builder withMaxConcurrentAsyncWrites(Integer maxConcurrentAsyncWrites) {
+        this.maxConcurrentAsyncWrites = maxConcurrentAsyncWrites;
+        return this;
+      }
+
+      public Builder withMaxWriteRetries(Integer maxWriteRetries) {
+        this.maxWriteRetries = maxWriteRetries;
+        return this;
+      }
+
+      public Builder withDlqMaxRetries(Integer dlqMaxRetries) {
+        this.dlqMaxRetries = dlqMaxRetries;
+        return this;
+      }
+
+      public Builder withClientFactory(SerializableFunction<String, MongoClient> clientFactory) {
+        this.clientFactory = clientFactory;
+        return this;
+      }
+
+      public Builder withFailureTag(TupleTag<DocumentWithMetadata> failureTag) {
+        this.failureTag = failureTag;
+        return this;
+      }
+
+      public WriteFn build() {
+        return new WriteFn(
+            uri,
+            database,
+            maxConcurrentAsyncWrites,
+            maxWriteRetries,
+            dlqMaxRetries,
+            clientFactory,
+            failureTag);
+      }
+    }
+
+    @Setup
+    public void setup() {
+      executor = Executors.newFixedThreadPool(maxConcurrentAsyncWrites);
+      semaphore = new Semaphore(maxConcurrentAsyncWrites);
+      backoffSpec =
+          FluentBackoff.DEFAULT
+              .withMaxRetries(maxWriteRetries)
+              .withInitialBackoff(Duration.standardSeconds(2))
+              .withExponent(2.0);
+    }
+
+    @Teardown
+    public void teardown() {
+      if (executor != null) {
+        executor.shutdown();
+      }
+    }
+
+    @StartBundle
+    public void startBundle() {
+      mongoClient = clientFactory.apply(uri);
+
+      futures = new ConcurrentLinkedQueue<>();
+      failures = new ConcurrentLinkedQueue<>();
+      successfulCount = new AtomicLong(0);
+      dynamicCounters = new ConcurrentHashMap<>();
+      inMemoryRetriesCount = new AtomicLong(0);
+      severeFailedWritesCount = new AtomicLong(0);
+      dlqRetriesCount = new AtomicLong(0);
+      permanentFailuresCount = new AtomicLong(0);
+    }
+
+    @ProcessElement
+    public void processElement(ProcessContext c) throws InterruptedException {
+      Iterable<DocumentWithMetadata> items = c.element().getValue();
+
+      Map<String, List<WriteModel<Document>>> updatesByCollection = new HashMap<>();
+      Map<String, List<DocumentWithMetadata>> itemsByCollection = new HashMap<>();
+
+      for (DocumentWithMetadata item : items) {
+        String targetCol = item.getTargetCollection();
+
+        Document doc = item.getDocument();
+        Object id = doc.get("_id");
+        if (id != null) {
+          updatesByCollection
+              .computeIfAbsent(targetCol, k -> new ArrayList<>())
+              .add(
+                  new ReplaceOneModel<>(
+                      new Document("_id", id), doc, new ReplaceOptions().upsert(true)));
+          itemsByCollection.computeIfAbsent(targetCol, k -> new ArrayList<>()).add(item);
+        }
+      }
+
+      if (!updatesByCollection.isEmpty()) {
+        semaphore.acquire();
+        CompletableFuture<Void> future =
+            CompletableFuture.runAsync(
+                () -> {
+                  try {
+                    for (Map.Entry<String, List<WriteModel<Document>>> entry :
+                        updatesByCollection.entrySet()) {
+                      String colName = entry.getKey();
+                      List<WriteModel<Document>> currentUpdates = entry.getValue();
+                      List<DocumentWithMetadata> currentItemList = itemsByCollection.get(colName);
+
+                      MongoCollection<Document> col =
+                          mongoClient.getDatabase(database).getCollection(colName);
+
+                      writeBatchWithRetry(col, currentUpdates, currentItemList);
+                    }
+                  } finally {
+                    semaphore.release();
+                  }
+                },
+                executor);
+        futures.add(future);
+      }
+    }
+
+    private void writeBatchWithRetry(
+        MongoCollection<Document> col,
+        List<WriteModel<Document>> currentUpdates,
+        List<DocumentWithMetadata> currentItemList) {
+      BackOff backoff = backoffSpec.backoff();
+      Sleeper sleeper = Sleeper.DEFAULT;
+
+      while (true) {
+        try {
+          col.bulkWrite(currentUpdates, new BulkWriteOptions().ordered(false));
+          successfulCount.addAndGet(currentItemList.size());
+          break;
+        } catch (MongoBulkWriteException e) {
+          List<BulkWriteError> writeErrors = e.getWriteErrors();
+          successfulCount.addAndGet(currentItemList.size() - writeErrors.size());
+
+          List<WriteModel<Document>> nextUpdates = new ArrayList<>();
+          List<DocumentWithMetadata> nextItemList = new ArrayList<>();
+          generateRetryBatch(
+              writeErrors, currentUpdates, currentItemList, nextUpdates, nextItemList);
+
+          if (nextUpdates.isEmpty()) {
+            break;
+          }
+
+          if (handleBackoff(sleeper, backoff, nextItemList)) {
+            break;
+          }
+
+          currentUpdates = nextUpdates;
+          currentItemList = nextItemList;
+        } catch (Exception e) {
+          int code = 0;
+          if (e instanceof MongoException me) {
+            code = me.getCode();
+          }
+          if (!isRetriable(e)) {
+            incDynamicCounter(
+                "severeFailedWrites", e.getClass().getSimpleName(), code, currentItemList.size());
+            if (severeFailedWritesCount != null) {
+              severeFailedWritesCount.addAndGet(currentItemList.size());
+            }
+            writePermanentDlqMessage(
+                currentItemList, "Failed to write documents: " + e.getMessage());
+            break;
+          }
+
+          incDynamicCounter(
+              "inMemoryRetries", e.getClass().getSimpleName(), code, currentItemList.size());
+          if (inMemoryRetriesCount != null) {
+            inMemoryRetriesCount.addAndGet(currentItemList.size());
+          }
+          if (handleBackoff(sleeper, backoff, currentItemList)) {
+            break;
+          }
+        }
+      }
+    }
+
+    private boolean isPermanentErrorCode(int code) {
+      return ErrorCategory.fromErrorCode(code) == ErrorCategory.DUPLICATE_KEY
+          || code == ERR_DOCUMENT_VALIDATION_FAILURE
+          || code == ERR_KEY_TOO_LONG
+          || code == ERR_BAD_VALUE;
+    }
+
+    private boolean isRetriable(Exception e) {
+      if (e instanceof MongoException me) {
+        return !isPermanentErrorCode(me.getCode());
+      }
+      return false;
+    }
+
+    private void generateRetryBatch(
+        List<BulkWriteError> writeErrors,
+        List<WriteModel<Document>> currentUpdates,
+        List<DocumentWithMetadata> currentItemList,
+        List<WriteModel<Document>> nextUpdates,
+        List<DocumentWithMetadata> nextItemList) {
+      for (BulkWriteError error : writeErrors) {
+        int index = error.getIndex();
+        if (index >= 0 && index < currentItemList.size()) {
+          DocumentWithMetadata failedItem = currentItemList.get(index);
+          WriteModel<Document> failedUpdate = currentUpdates.get(index);
+
+          if (isPermanentErrorCode(error.getCode())) {
+            incDynamicCounter("severeFailedWrites", "MongoBulkWriteException", error.getCode(), 1);
+            if (severeFailedWritesCount != null) {
+              severeFailedWritesCount.addAndGet(1);
+            }
+            writePermanentDlqMessage(
+                java.util.Collections.singletonList(failedItem),
+                "Permanent failure writing document. Error: " + error.getMessage());
+          } else {
+            incDynamicCounter("inMemoryRetries", "MongoBulkWriteException", error.getCode(), 1);
+            if (inMemoryRetriesCount != null) {
+              inMemoryRetriesCount.addAndGet(1);
+            }
+            nextUpdates.add(failedUpdate);
+            nextItemList.add(failedItem);
+          }
+        }
+      }
+    }
+
+    private void writePermanentDlqMessage(List<DocumentWithMetadata> itemList, String message) {
+      writeToDlq(itemList, message, true);
+    }
+
+    private void writeRetryableDlqMessage(List<DocumentWithMetadata> itemList, String message) {
+      writeToDlq(itemList, message, false);
+    }
+
+    private void writeToDlq(
+        List<DocumentWithMetadata> itemList, String message, boolean isPermanent) {
+      if (isPermanent) {
+        if (permanentFailuresCount != null) {
+          permanentFailuresCount.addAndGet(itemList.size());
+        }
+      } else {
+        if (dlqRetriesCount != null) {
+          dlqRetriesCount.addAndGet(itemList.size());
+        }
+      }
+      for (DocumentWithMetadata item : itemList) {
+        LOG.warn("{}: {}", message, item.getId());
+
+        int retryCount = isPermanent ? dlqMaxRetries + 1 : item.getRetryCount() + 1;
+        DocumentWithMetadata.ErrorType errorType = isPermanent ? PERMANENT : RETRYABLE;
+
+        failures.add(
+            DocumentWithMetadata.of(
+                item.getDocument(),
+                item.getOriginalDocument(),
+                retryCount,
+                message,
+                errorType,
+                item.getSourceCollection(),
+                item.getTargetCollection(),
+                DocumentWithMetadata.FailureStage.WRITE));
+      }
+    }
+
+    private boolean handleBackoff(
+        Sleeper sleeper, BackOff backoff, List<DocumentWithMetadata> itemList) {
+      try {
+        if (!BackOffUtils.next(sleeper, backoff)) {
+          writeRetryableDlqMessage(itemList, "Backoff exhausted. Failed to write documents");
+          return true;
+        }
+      } catch (InterruptedException ie) {
+        Thread.currentThread().interrupt();
+        writeRetryableDlqMessage(itemList, "Interrupted while writing documents");
+        return true;
+      }
+      return false;
+    }
+
+    @FinishBundle
+    public void finishBundle(FinishBundleContext c) {
+      CompletableFuture.allOf(futures.toArray(new CompletableFuture[0])).join();
+
+      if (mongoClient != null) {
+        mongoClient.close();
+      }
+
+      successfulWrites.inc(successfulCount.get());
+      if (inMemoryRetriesCount != null) {
+        inMemoryRetries.inc(inMemoryRetriesCount.get());
+      }
+      if (severeFailedWritesCount != null) {
+        severeFailedWrites.inc(severeFailedWritesCount.get());
+      }
+      if (dlqRetriesCount != null) {
+        dlqRetries.inc(dlqRetriesCount.get());
+      }
+      if (permanentFailuresCount != null) {
+        permanentFailures.inc(permanentFailuresCount.get());
+      }
+      if (dynamicCounters != null) {
+        dynamicCounters.forEach(
+            (name, count) -> Metrics.counter(WriteWithDlq.class, name).inc(count.get()));
+      }
+
+      DocumentWithMetadata failure;
+      while ((failure = failures.poll()) != null) {
+        c.output(failureTag, failure, Instant.now(), GlobalWindow.INSTANCE);
+      }
+    }
+  }
+
+  /** A {@link DoFn} that applies a JavaScript UDF to the document. */
+  public static class ApplyUdfFn extends DoFn<DocumentWithMetadata, DocumentWithMetadata> {
+    private static final Logger LOG = LoggerFactory.getLogger(ApplyUdfFn.class);
+
+    private final String fileSystemPath;
+    private final String functionName;
+    private final Integer reloadIntervalMinutes;
+    private final TupleTag<DocumentWithMetadata> failureTag;
+    private transient JavascriptTextTransformer.JavascriptRuntime javascriptRuntime;
+    private final Counter udfProcessingFailures =
+        Metrics.counter(ApplyUdfFn.class, "udfProcessingFailures");
+
+    public ApplyUdfFn(
+        String fileSystemPath,
+        String functionName,
+        Integer reloadIntervalMinutes,
+        TupleTag<DocumentWithMetadata> failureTag) {
+      this.fileSystemPath = fileSystemPath;
+      this.functionName = functionName;
+      this.reloadIntervalMinutes = reloadIntervalMinutes;
+      this.failureTag = failureTag;
+    }
+
+    @Setup
+    public void setup() {
+      if (fileSystemPath != null && functionName != null) {
+        javascriptRuntime =
+            JavascriptTextTransformer.JavascriptRuntime.newBuilder()
+                .setFileSystemPath(fileSystemPath)
+                .setFunctionName(functionName)
+                .setReloadIntervalMinutes(reloadIntervalMinutes)
+                .build();
+      }
+    }
+
+    @ProcessElement
+    public void processElement(ProcessContext c) {
+      DocumentWithMetadata item = c.element();
+      if (javascriptRuntime != null) {
+        try {
+          String transformed = javascriptRuntime.invoke(item.getOriginalDocument());
+          if (transformed != null) {
+            Document doc = Document.parse(transformed);
+            c.output(
+                DocumentWithMetadata.of(
+                    doc,
+                    item.getOriginalDocument(),
+                    item.getRetryCount(),
+                    item.getErrorMessage(),
+                    item.getErrorType(),
+                    item.getSourceCollection(),
+                    item.getTargetCollection()));
+          } else {
+            LOG.warn("UDF returned null for document ID: {}", item.getId());
+            udfProcessingFailures.inc();
+            c.output(
+                failureTag,
+                DocumentWithMetadata.of(
+                    item.getDocument(),
+                    item.getOriginalDocument(),
+                    item.getRetryCount(),
+                    "UDF returned null",
+                    DocumentWithMetadata.ErrorType.RETRYABLE,
+                    item.getSourceCollection(),
+                    item.getTargetCollection(),
+                    DocumentWithMetadata.FailureStage.UDF));
+          }
+        } catch (Throwable e) {
+          LOG.error("Failed to apply UDF: {}", e.getMessage());
+          udfProcessingFailures.inc();
+          c.output(
+              failureTag,
+              DocumentWithMetadata.of(
+                  item.getDocument(),
+                  item.getOriginalDocument(),
+                  item.getRetryCount(),
+                  "UDF failed: " + e.getMessage(),
+                  DocumentWithMetadata.ErrorType.RETRYABLE,
+                  item.getSourceCollection(),
+                  item.getTargetCollection(),
+                  DocumentWithMetadata.FailureStage.UDF));
+        }
+      } else {
+        c.output(item);
+      }
+    }
+  }
+}
diff --git a/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/package-info.java b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/package-info.java
new file mode 100644
index 0000000000..884924b40b
--- /dev/null
+++ b/v2/mongodb-to-mongodb/src/main/java/com/google/cloud/teleport/v2/transforms/package-info.java
@@ -0,0 +1,2 @@
+/** Package for the transforms. */
+package com.google.cloud.teleport.v2.transforms;
diff --git a/v2/mongodb-to-mongodb/src/test/java/com/google/cloud/teleport/v2/transforms/DocumentWithMetadataTest.java b/v2/mongodb-to-mongodb/src/test/java/com/google/cloud/teleport/v2/transforms/DocumentWithMetadataTest.java
new file mode 100644
index 0000000000..32fc3ef750
--- /dev/null
+++ b/v2/mongodb-to-mongodb/src/test/java/com/google/cloud/teleport/v2/transforms/DocumentWithMetadataTest.java
@@ -0,0 +1,105 @@
+/*
+ * Copyright (C) 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License"); you may not
+ * use this file except in compliance with the License. You may obtain a copy of
+ * the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+ * License for the specific language governing permissions and limitations under
+ * the License.
+ */
+package com.google.cloud.teleport.v2.transforms;
+
+import static com.google.cloud.teleport.v2.transforms.DocumentWithMetadata.ErrorType.RETRYABLE;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import org.bson.Document;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.JUnit4;
+
+@RunWith(JUnit4.class)
+public class DocumentWithMetadataTest {
+
+  @Test
+  public void documentWithMetadata_toAndFromDlqJson_roundTrip() {
+    Document doc = new Document("_id", 1).append("name", "test");
+    String originalDocStr = doc.toJson();
+    DocumentWithMetadata original =
+        DocumentWithMetadata.of(
+            doc, originalDocStr, 1, "Error message", RETRYABLE, "srcCol", "tgtCol");
+
+    String dlqJson = original.toDlqJson("Error message", RETRYABLE, 1);
+    DocumentWithMetadata reconstructed = DocumentWithMetadata.fromDlqJson(dlqJson);
+
+    assertEquals(original.getDocument(), reconstructed.getDocument());
+    assertEquals(
+        Document.parse(original.getOriginalDocument()),
+        Document.parse(reconstructed.getOriginalDocument()));
+    assertEquals(original.getRetryCount(), reconstructed.getRetryCount());
+    assertEquals(original.getErrorMessage(), reconstructed.getErrorMessage());
+    assertEquals(original.getErrorType(), reconstructed.getErrorType());
+    assertEquals(original.getSourceCollection(), reconstructed.getSourceCollection());
+    assertEquals(original.getTargetCollection(), reconstructed.getTargetCollection());
+  }
+
+  @Test(expected = RuntimeException.class)
+  public void documentWithMetadata_fromDlqJson_invalidJson_throwsException() {
+    DocumentWithMetadata.fromDlqJson("invalid json");
+  }
+
+  @Test(expected = RuntimeException.class)
+  public void documentWithMetadata_fromDlqJson_missingData_throwsException() {
+    DocumentWithMetadata.fromDlqJson("{\"message\": {}}");
+  }
+
+  @Test
+  public void documentWithMetadata_of_storesCanonicalJson() {
+    Document doc =
+        new Document()
+            .append("doubleVal", 1.23)
+            .append("longVal", 123L)
+            .append("nanVal", Double.NaN)
+            .append("infVal", Double.POSITIVE_INFINITY)
+            .append("negInfVal", Double.NEGATIVE_INFINITY);
+
+    DocumentWithMetadata item = DocumentWithMetadata.of(doc);
+    String original = item.getOriginalDocument();
+
+    assertTrue(
+        "Should contain canonical double",
+        original.contains("\"doubleVal\": {\"$numberDouble\": \"1.23\"}"));
+    assertTrue(
+        "Should contain canonical long",
+        original.contains("\"longVal\": {\"$numberLong\": \"123\"}"));
+    assertTrue(
+        "Should contain canonical NaN",
+        original.contains("\"nanVal\": {\"$numberDouble\": \"NaN\"}"));
+    assertTrue(
+        "Should contain canonical Infinity",
+        original.contains("\"infVal\": {\"$numberDouble\": \"Infinity\"}"));
+    assertTrue(
+        "Should contain canonical negative Infinity",
+        original.contains("\"negInfVal\": {\"$numberDouble\": \"-Infinity\"}"));
+  }
+
+  @Test
+  public void documentWithMetadata_getId_returnsId() {
+    Document doc = new Document("_id", 1).append("name", "test");
+    DocumentWithMetadata item = DocumentWithMetadata.of(doc);
+    assertEquals(1, item.getId());
+  }
+
+  @Test
+  public void documentWithMetadata_getId_returnsNullWhenNoId() {
+    Document doc = new Document("name", "test");
+    DocumentWithMetadata item = DocumentWithMetadata.of(doc);
+    assertEquals(null, item.getId());
+  }
+}
diff --git a/v2/mongodb-to-mongodb/src/test/java/com/google/cloud/teleport/v2/transforms/MongoDbTransformsTest.java b/v2/mongodb-to-mongodb/src/test/java/com/google/cloud/teleport/v2/transforms/MongoDbTransformsTest.java
new file mode 100644
index 0000000000..53becbdfd8
--- /dev/null
+++ b/v2/mongodb-to-mongodb/src/test/java/com/google/cloud/teleport/v2/transforms/MongoDbTransformsTest.java
@@ -0,0 +1,476 @@
+/*
+ * Copyright (C) 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License"); you may not
+ * use this file except in compliance with the License. You may obtain a copy of
+ * the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+ * License for the specific language governing permissions and limitations under
+ * the License.
+ */
+package com.google.cloud.teleport.v2.transforms;
+
+import static org.junit.Assert.assertEquals;
+import static org.mockito.ArgumentMatchers.any;
+import static org.mockito.ArgumentMatchers.anyList;
+import static org.mockito.ArgumentMatchers.anyString;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.when;
+
+import com.mongodb.MongoBulkWriteException;
+import com.mongodb.ServerAddress;
+import com.mongodb.bulk.BulkWriteError;
+import com.mongodb.bulk.BulkWriteResult;
+import com.mongodb.client.MongoClient;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import com.mongodb.client.model.BulkWriteOptions;
+import com.mongodb.client.model.WriteModel;
+import java.io.File;
+import java.io.FileWriter;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
+import org.apache.beam.sdk.PipelineResult;
+import org.apache.beam.sdk.coders.Coder;
+import org.apache.beam.sdk.coders.IterableCoder;
+import org.apache.beam.sdk.coders.KvCoder;
+import org.apache.beam.sdk.coders.StringUtf8Coder;
+import org.apache.beam.sdk.metrics.MetricResult;
+import org.apache.beam.sdk.metrics.MetricsFilter;
+import org.apache.beam.sdk.testing.PAssert;
+import org.apache.beam.sdk.testing.TestPipeline;
+import org.apache.beam.sdk.transforms.Create;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.SerializableFunction;
+import org.apache.beam.sdk.values.KV;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.PCollectionTuple;
+import org.apache.beam.sdk.values.TupleTag;
+import org.apache.beam.sdk.values.TupleTagList;
+import org.apache.beam.sdk.values.TypeDescriptor;
+import org.bson.BsonDocument;
+import org.bson.Document;
+import org.junit.Before;
+import org.junit.FixMethodOrder;
+import org.junit.Rule;
+import org.junit.Test;
+import org.junit.rules.TemporaryFolder;
+import org.junit.runner.RunWith;
+import org.junit.runners.JUnit4;
+import org.junit.runners.MethodSorters;
+
+@RunWith(JUnit4.class)
+@FixMethodOrder(MethodSorters.NAME_ASCENDING)
+public class MongoDbTransformsTest {
+
+  @Rule public final transient TestPipeline pipeline = TestPipeline.create();
+  @Rule public final transient TemporaryFolder tempFolder = new TemporaryFolder();
+
+  // Static fields to avoid serialization issues in Beam tests
+  private static MongoClient staticClient;
+  private static MongoDatabase staticDatabase;
+  private static MongoCollection<Document> staticCollection;
+  private static final TupleTag<DocumentWithMetadata> MAIN_TAG =
+      new TupleTag<DocumentWithMetadata>() {};
+  private static final TupleTag<DocumentWithMetadata> FAILURE_TAG =
+      new TupleTag<DocumentWithMetadata>() {};
+
+  @Before
+  @SuppressWarnings("unchecked")
+  public void setUp() {
+    staticClient = mock(MongoClient.class);
+    staticDatabase = mock(MongoDatabase.class);
+    staticCollection = mock(MongoCollection.class);
+
+    when(staticClient.getDatabase(anyString())).thenReturn(staticDatabase);
+    when(staticDatabase.getCollection(anyString())).thenReturn(staticCollection);
+  }
+
+  @Test
+  public void writeWithDlq_transientError_retries() {
+    AtomicInteger callCount = new AtomicInteger(0);
+    when(staticCollection.bulkWrite(anyList(), any(BulkWriteOptions.class)))
+        .thenAnswer(
+            invocation -> {
+              if (callCount.getAndIncrement() == 0) {
+                throw new MongoBulkWriteException(
+                    mock(BulkWriteResult.class),
+                    Arrays.asList(new BulkWriteError(11600, "Interrupted", new BsonDocument(), 0)),
+                    null,
+                    new ServerAddress(),
+                    Collections.emptySet());
+              }
+              return mock(BulkWriteResult.class);
+            });
+    PCollection<DocumentWithMetadata> input =
+        pipeline.apply(Create.of(DocumentWithMetadata.of(new Document("_id", 1), "test", "test")));
+
+    input.apply(
+        "Write_Transient",
+        MongoDbTransforms.writeWithDlq()
+            .withUri("mongodb://localhost:27017")
+            .withDatabase("test")
+            .withMaxWriteRetries(3)
+            .withBatchSize(1)
+            .withClientFactory(new MockClientFactory()));
+    PipelineResult result = pipeline.run();
+
+    assertEquals(2, callCount.get());
+    assertSuccessCount(result, 1L);
+    assertCounter(result, "inMemoryRetries", 1L);
+    assertCounter(result, "inMemoryRetries_MongoBulkWriteException_11600", 1L);
+  }
+
+  @Test
+  public void writeWithDlq_permanentError_noRetry() {
+    AtomicInteger callCount = new AtomicInteger(0);
+    when(staticCollection.bulkWrite(anyList(), any(BulkWriteOptions.class)))
+        .thenAnswer(
+            invocation -> {
+              callCount.getAndIncrement();
+              throw new MongoBulkWriteException(
+                  mock(BulkWriteResult.class),
+                  Arrays.asList(new BulkWriteError(11000, "Duplicate Key", new BsonDocument(), 0)),
+                  null,
+                  new ServerAddress(),
+                  Collections.emptySet());
+            });
+
+    PCollection<DocumentWithMetadata> input =
+        pipeline.apply(Create.of(DocumentWithMetadata.of(new Document("_id", 1), "test", "test")));
+
+    input.apply(
+        "Write_Permanent",
+        MongoDbTransforms.writeWithDlq()
+            .withUri("mongodb://localhost:27017")
+            .withDatabase("test")
+            .withMaxWriteRetries(3)
+            .withBatchSize(1)
+            .withClientFactory(new MockClientFactory()));
+    PipelineResult result = pipeline.run();
+
+    assertEquals(1, callCount.get());
+    assertSuccessCount(result, 0L);
+    assertCounter(result, "severeFailedWrites", 1L);
+    assertCounter(result, "severeFailedWrites_MongoBulkWriteException_11000", 1L);
+    assertCounter(result, "permanentFailures", 1L);
+  }
+
+  @Test
+  public void writeWithDlq_unordered_partialSuccess() {
+    AtomicInteger callCount = new AtomicInteger(0);
+    when(staticCollection.bulkWrite(anyList(), any(BulkWriteOptions.class)))
+        .thenAnswer(
+            invocation -> {
+              if (callCount.getAndIncrement() == 0) {
+                throw new MongoBulkWriteException(
+                    mock(BulkWriteResult.class),
+                    Arrays.asList(
+                        new BulkWriteError(11000, "Duplicate Key", new BsonDocument(), 0)),
+                    null,
+                    new ServerAddress(),
+                    Collections.emptySet());
+              }
+              return mock(BulkWriteResult.class);
+            });
+
+    PCollection<DocumentWithMetadata> input =
+        pipeline.apply(
+            Create.of(
+                DocumentWithMetadata.of(new Document("_id", 1), "test", "test"),
+                DocumentWithMetadata.of(new Document("_id", 2), "test", "test")));
+
+    input.apply(
+        "Write_Partial",
+        MongoDbTransforms.writeWithDlq()
+            .withUri("mongodb://localhost:27017")
+            .withDatabase("test")
+            .withMaxWriteRetries(3)
+            .withBatchSize(2)
+            .withClientFactory(new MockClientFactory()));
+    PipelineResult result = pipeline.run();
+
+    assertEquals(2, callCount.get());
+    assertSuccessCount(result, 1L);
+    assertCounter(result, "severeFailedWrites", 1L);
+    assertCounter(result, "severeFailedWrites_MongoBulkWriteException_11000", 1L);
+    assertCounter(result, "permanentFailures", 1L);
+  }
+
+  @Test
+  public void writeWithDlq_hundredDocuments_success() {
+    when(staticCollection.bulkWrite(anyList(), any(BulkWriteOptions.class)))
+        .thenReturn(mock(BulkWriteResult.class));
+
+    DocumentWithMetadata[] docs = new DocumentWithMetadata[100];
+    for (int i = 0; i < 100; i++) {
+      docs[i] = DocumentWithMetadata.of(new Document("_id", i), "test", "test");
+    }
+    PCollection<DocumentWithMetadata> input = pipeline.apply(Create.of(Arrays.asList(docs)));
+
+    input.apply(
+        "Write_100",
+        MongoDbTransforms.writeWithDlq()
+            .withUri("mongodb://localhost:27017")
+            .withDatabase("test")
+            .withBatchSize(100)
+            .withClientFactory(new MockClientFactory()));
+    PipelineResult result = pipeline.run();
+
+    assertSuccessCount(result, 100L);
+  }
+
+  @Test
+  public void writeWithDlq_zeroDocuments_successCountZero() {
+    PCollection<DocumentWithMetadata> input =
+        pipeline.apply(Create.empty(TypeDescriptor.of(DocumentWithMetadata.class)));
+
+    input.apply(
+        "Write_0",
+        MongoDbTransforms.writeWithDlq()
+            .withUri("mongodb://localhost:27017")
+            .withDatabase("test")
+            .withClientFactory(new MockClientFactory()));
+    PipelineResult result = pipeline.run();
+
+    assertSuccessCount(result, 0L);
+  }
+
+  private long getCounterValue(PipelineResult result, String counterName) {
+    for (MetricResult<Long> c :
+        result.metrics().queryMetrics(MetricsFilter.builder().build()).getCounters()) {
+      if (c.getName().getName().equals(counterName)) {
+        return c.getCommitted();
+      }
+    }
+    return 0L;
+  }
+
+  private void assertCounter(PipelineResult result, String counterName, long expectedCount) {
+    assertEquals(expectedCount, getCounterValue(result, counterName));
+  }
+
+  private void assertSuccessCount(PipelineResult result, long expectedCount) {
+    assertCounter(result, "successfulWrites", expectedCount);
+  }
+
+  @Test
+  public void writeWithDlq_documentLevelRetry_partialSuccess()
+      throws org.apache.beam.sdk.coders.CannotProvideCoderException {
+    AtomicInteger callCount = new AtomicInteger(0);
+    when(staticCollection.bulkWrite(anyList(), any(BulkWriteOptions.class)))
+        .thenAnswer(
+            invocation -> {
+              int count = callCount.getAndIncrement();
+              if (count == 0) {
+                throw new MongoBulkWriteException(
+                    mock(BulkWriteResult.class),
+                    Arrays.asList(
+                        new BulkWriteError(11000, "Duplicate Key", new BsonDocument(), 1),
+                        new BulkWriteError(11600, "Interrupted", new BsonDocument(), 2)),
+                    null,
+                    new ServerAddress(),
+                    Collections.emptySet());
+              } else if (count == 1) {
+                List<WriteModel<Document>> updates = invocation.getArgument(0);
+                assertEquals(1, updates.size());
+                return mock(BulkWriteResult.class);
+              }
+              return mock(BulkWriteResult.class);
+            });
+
+    DocumentWithMetadata doc0 = DocumentWithMetadata.of(new Document("_id", 0), "test", "test");
+    DocumentWithMetadata doc1 = DocumentWithMetadata.of(new Document("_id", 1), "test", "test");
+    DocumentWithMetadata doc2 = DocumentWithMetadata.of(new Document("_id", 2), "test", "test");
+
+    KV<String, Iterable<DocumentWithMetadata>> batch =
+        KV.of("fixed-key", Arrays.asList(doc0, doc1, doc2));
+
+    Coder<DocumentWithMetadata> documentWithMetadataCoder =
+        pipeline.getCoderRegistry().getCoder(TypeDescriptor.of(DocumentWithMetadata.class));
+
+    PCollection<KV<String, Iterable<DocumentWithMetadata>>> input =
+        pipeline.apply(
+            Create.of(Collections.singletonList(batch))
+                .withCoder(
+                    KvCoder.of(StringUtf8Coder.of(), IterableCoder.of(documentWithMetadataCoder))));
+
+    input.apply(
+        "Write_DocLevelRetry",
+        ParDo.of(
+                MongoDbTransforms.WriteFn.builder()
+                    .withUri("mongodb://localhost:27017")
+                    .withDatabase("test")
+                    .withMaxWriteRetries(3)
+                    .withMaxConcurrentAsyncWrites(1)
+                    .withClientFactory(new MockClientFactory())
+                    .withFailureTag(FAILURE_TAG)
+                    .build())
+            .withOutputTags(MAIN_TAG, TupleTagList.of(FAILURE_TAG)));
+
+    PipelineResult result = pipeline.run();
+
+    assertEquals(2, callCount.get());
+    assertSuccessCount(result, 2L);
+  }
+
+  private static class MockClientFactory implements SerializableFunction<String, MongoClient> {
+    @Override
+    public MongoClient apply(String input) {
+      return staticClient;
+    }
+  }
+
+  @Test
+  public void applyUdfFn_transformsDocument() throws Exception {
+    File udfFile = tempFolder.newFile("transform.js");
+    try (FileWriter writer = new FileWriter(udfFile)) {
+      writer.write(
+          "function transform(inJson) {\n"
+              + "  var obj = JSON.parse(inJson);\n"
+              + "  obj.udf_applied = true;\n"
+              + "  return JSON.stringify(obj);\n"
+              + "}");
+    }
+
+    Document doc = new Document("_id", 1).append("name", "test");
+    DocumentWithMetadata input = DocumentWithMetadata.of(doc);
+
+    PCollection<DocumentWithMetadata> inputCollection = pipeline.apply(Create.of(input));
+
+    PCollectionTuple output =
+        inputCollection.apply(
+            "ApplyUDF",
+            ParDo.of(
+                    new MongoDbTransforms.ApplyUdfFn(
+                        udfFile.getAbsolutePath(), "transform", 0, FAILURE_TAG))
+                .withOutputTags(MAIN_TAG, TupleTagList.of(FAILURE_TAG)));
+
+    PAssert.that(output.get(MAIN_TAG))
+        .satisfies(
+            collection -> {
+              DocumentWithMetadata result = collection.iterator().next();
+              assertEquals(true, result.getDocument().get("udf_applied"));
+              assertEquals("test", result.getDocument().get("name"));
+              return null;
+            });
+
+    PAssert.that(output.get(FAILURE_TAG)).empty();
+
+    pipeline.run();
+  }
+
+  @Test
+  public void applyUdfFn_failure_routesToDlq() throws Exception {
+    File udfFile = tempFolder.newFile("transform_fail.js");
+    try (FileWriter writer = new FileWriter(udfFile)) {
+      writer.write(
+          "function transform(inJson) {\n" + "  throw 'UDF failed intentionally';\n" + "}");
+    }
+
+    Document doc = new Document("_id", 1).append("name", "test");
+    DocumentWithMetadata input = DocumentWithMetadata.of(doc);
+
+    PCollection<DocumentWithMetadata> inputCollection = pipeline.apply(Create.of(input));
+
+    PCollectionTuple output =
+        inputCollection.apply(
+            "ApplyUDF",
+            ParDo.of(
+                    new MongoDbTransforms.ApplyUdfFn(
+                        udfFile.getAbsolutePath(), "transform", 0, FAILURE_TAG))
+                .withOutputTags(MAIN_TAG, TupleTagList.of(FAILURE_TAG)));
+
+    PAssert.that(output.get(MAIN_TAG)).empty();
+
+    PAssert.that(output.get(FAILURE_TAG))
+        .satisfies(
+            collection -> {
+              DocumentWithMetadata result = collection.iterator().next();
+              org.junit.Assert.assertTrue(
+                  result.getErrorMessage().contains("UDF failed intentionally"));
+              return null;
+            });
+
+    pipeline.run();
+  }
+
+  @Test
+  public void applyUdfFn_noopUdf_preservesSpecialDoubles() throws Exception {
+    File udfFile = tempFolder.newFile("noop_transform.js");
+    try (FileWriter writer = new FileWriter(udfFile)) {
+      writer.write(
+          "function transform(inJson) {\n"
+              + "  var obj = JSON.parse(inJson);\n"
+              + "  return JSON.stringify(obj);\n"
+              + "}");
+    }
+
+    Document doc =
+        new Document("_id", 1)
+            .append("nanVal", Double.NaN)
+            .append("infVal", Double.POSITIVE_INFINITY)
+            .append("negInfVal", Double.NEGATIVE_INFINITY);
+    DocumentWithMetadata input = DocumentWithMetadata.of(doc);
+
+    PCollection<DocumentWithMetadata> inputCollection = pipeline.apply(Create.of(input));
+
+    PCollectionTuple output =
+        inputCollection.apply(
+            "ApplyUDF",
+            ParDo.of(
+                    new MongoDbTransforms.ApplyUdfFn(
+                        udfFile.getAbsolutePath(), "transform", 0, FAILURE_TAG))
+                .withOutputTags(MAIN_TAG, TupleTagList.of(FAILURE_TAG)));
+
+    PAssert.that(output.get(MAIN_TAG))
+        .satisfies(
+            collection -> {
+              DocumentWithMetadata result = collection.iterator().next();
+              Document resultDoc = result.getDocument();
+              assertEquals(Double.NaN, resultDoc.get("nanVal"));
+              assertEquals(Double.POSITIVE_INFINITY, resultDoc.get("infVal"));
+              assertEquals(Double.NEGATIVE_INFINITY, resultDoc.get("negInfVal"));
+              return null;
+            });
+
+    PAssert.that(output.get(FAILURE_TAG)).empty();
+
+    pipeline.run();
+  }
+
+  @Test
+  @SuppressWarnings("unchecked")
+  public void writeWithDlq_dynamicRouting_writesToCorrectCollection() {
+    MongoCollection<Document> col1 = mock(MongoCollection.class);
+    MongoCollection<Document> col2 = mock(MongoCollection.class);
+
+    when(staticDatabase.getCollection("col1")).thenReturn(col1);
+    when(staticDatabase.getCollection("col2")).thenReturn(col2);
+
+    DocumentWithMetadata doc1 = DocumentWithMetadata.of(new Document("_id", 1), "src1", "col1");
+    DocumentWithMetadata doc2 = DocumentWithMetadata.of(new Document("_id", 2), "src2", "col2");
+
+    PCollection<DocumentWithMetadata> input = pipeline.apply(Create.of(doc1, doc2));
+
+    input.apply(
+        "Write_Dynamic",
+        MongoDbTransforms.writeWithDlq()
+            .withUri("mongodb://localhost:27017")
+            .withDatabase("test")
+            .withBatchSize(2)
+            .withClientFactory(new MockClientFactory()));
+
+    pipeline.run();
+
+    org.mockito.Mockito.verify(col1).bulkWrite(anyList(), any(BulkWriteOptions.class));
+    org.mockito.Mockito.verify(col2).bulkWrite(anyList(), any(BulkWriteOptions.class));
+  }
+}
diff --git a/v2/pom.xml b/v2/pom.xml
index db91d1f6e9..98f0ac753f 100644
--- a/v2/pom.xml
+++ b/v2/pom.xml
@@ -731,6 +731,7 @@
         <module>kinesis-to-pubsub</module>
         <module>kudu-to-bigquery</module>
         <module>managed-io-to-managed-io</module>
+        <module>mongodb-to-mongodb</module>
         <module>mqtt-to-pubsub</module>
         <module>mysql-to-googlecloud</module>
         <module>oracle-to-googlecloud</module>
diff --git a/v2/pubsub-binary-to-bigquery/src/main/resources/requirements.txt b/v2/pubsub-binary-to-bigquery/src/main/resources/requirements.txt
index 0be21e18bf..dd4df5386e 100644
--- a/v2/pubsub-binary-to-bigquery/src/main/resources/requirements.txt
+++ b/v2/pubsub-binary-to-bigquery/src/main/resources/requirements.txt
@@ -222,13 +222,13 @@ betterproto==2.0.0b6 \
     --hash=sha256:720ae92697000f6fcf049c69267d957f0871654c8b0d7458906607685daee784 \
     --hash=sha256:a0839ec165d110a69d0d116f4d0e2bec8d186af4db826257931f0831dab73fcf
     # via envoy-data-plane
-boto3==1.43.3 \
-    --hash=sha256:7c7777862ffc898f05efa566032bbabfe226dbb810e35ec11125817f128bc5c5 \
-    --hash=sha256:fb9fe51849ef2a78198d582756fc06f14f7de27f73e0fa90275d6aa4171eb4d0
+boto3==1.43.6 \
+    --hash=sha256:179601ec2992726a718053bf41e43c223ceba397d31ceab11f64d9c910d9fc3a \
+    --hash=sha256:e6315effaf12b890b99956e6f8e2c3000a3f64e4ee91943cec3895ce9a836afb
     # via apache-beam
-botocore==1.43.3 \
-    --hash=sha256:eac6da0fffccf87888ebf4d89f0b2378218a707efa748cd955b838995e944695 \
-    --hash=sha256:ec0769eb0f7c5034856bb406a92698dbc02a3d4be0f78a384747106b161d8ea3
+botocore==1.43.6 \
+    --hash=sha256:b1e395b347356860398da42e61c808cf1e34b6fa7180cf2b9d87d986e1a06ba0 \
+    --hash=sha256:b6d1fdbc6f65a5fe0b7e947823aa37535d3f39f3ba4d21110fab1f55bbbcc04b
     # via
     #   boto3
     #   s3transfer
@@ -569,6 +569,7 @@ fastavro==1.12.2 \
     --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
     --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
     --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
     --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
     --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
     --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
@@ -773,9 +774,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.50.0 \
-    --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \
-    --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -805,9 +806,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.149.0 \
-    --hash=sha256:a4d73485bf1d727a9e1bbbd13d08d7031490686bbf7d125eb905c1a6c1559a35 \
-    --hash=sha256:e6b5299fa5d303e971cb29a19f03fdbb7b1e3b9d2faa3a788ca933341fba2f2e
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -815,21 +816,21 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -845,9 +846,9 @@ google-cloud-dlp==3.36.0 \
     --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
     --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -857,9 +858,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.37.0 \
-    --hash=sha256:7c5ba9beb5236e2b83c091dd6171423dc7d6d0e989391bd09f60dbd242b29f10 \
-    --hash=sha256:dd912422cf66e4ffb423b0d5391ca81bdfa408eb0f21f57adecdb6fb3b1e0bb1
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -869,13 +870,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.65.0 \
-    --hash=sha256:434139bd1439528398cd2a96e390a57182420747c214a33f317bbac64afd9c5c \
-    --hash=sha256:67ca892698d9530d10c682be7c38265089088b57272af3e57f1ea7afb9e88eff
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -887,9 +888,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -933,15 +934,15 @@ google-genai==1.75.0 \
     --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
     --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -1088,6 +1089,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1213,9 +1215,9 @@ hypothesis==6.148.3 \
     --hash=sha256:bd81221740d8658473060ad900dc831f889f156fdb41210ba2f47cfad10a66ed \
     --hash=sha256:e7dd193da9800234ec5e1541c1eddde4bddff49b53faf690ba68a0af55a7abb3
     # via apache-beam
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1798,81 +1800,81 @@ oracledb==4.0.0 \
     --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \
     --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6
     # via apache-beam
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
@@ -2035,135 +2037,134 @@ pluggy==1.6.0 \
     # via
     #   keyrings-google-artifactregistry-auth
     #   pytest
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
-    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
-    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
-    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
-    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
-    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
-    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
-    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
-    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
-    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
-    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
-    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
-    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
-    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
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+    --hash=sha256:8114f28879e0904748e831c3a7774261bd9e75f49be089f389a76f959dcd13fe \
+    --hash=sha256:81e3a30b0bb60caa22033dd0f8a3618d1d67356212514f62c57db75cb0ef410c \
+    --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \
+    --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \
+    --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \
+    --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \
+    --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \
+    --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \
+    --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \
+    --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \
+    --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \
+    --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \
+    --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \
+    --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \
+    --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \
+    --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \
+    --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \
+    --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \
+    --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \
+    --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \
+    --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \
+    --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \
+    --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \
+    --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \
+    --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \
+    --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \
+    --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \
+    --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \
+    --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \
+    --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \
+    --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \
+    --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \
+    --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \
+    --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \
+    --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \
+    --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \
+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -2360,133 +2361,133 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.3 \
-    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \
-    --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.46.3 \
-    --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \
-    --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \
-    --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \
-    --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \
-    --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \
-    --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \
-    --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \
-    --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \
-    --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \
-    --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \
-    --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \
-    --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \
-    --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \
-    --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \
-    --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \
-    --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \
-    --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \
-    --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \
-    --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \
-    --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \
-    --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \
-    --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \
-    --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \
-    --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \
-    --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \
-    --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \
-    --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \
-    --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \
-    --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \
-    --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \
-    --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \
-    --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \
-    --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \
-    --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \
-    --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \
-    --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \
-    --hash=sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13 \
-    --hash=sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536 \
-    --hash=sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287 \
-    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0 \
-    --hash=sha256:68ef2f623dda6d5a9067ac014e406c020c780b2a358930a7e5c1b73702900720 \
-    --hash=sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050 \
-    --hash=sha256:6dff8cc884679df229ebc6d8eb2321ea6f8e091bc7d4886d4dc2e0e71452843c \
-    --hash=sha256:6e42d83d1c6b87fa56b521479cff237e626a292f3b31b6345c15a99121b454c1 \
-    --hash=sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8 \
-    --hash=sha256:75a519dab6d63c514f3a81053e5266c549679e4aa88f6ec57f2b7b854aceb1b0 \
-    --hash=sha256:77706aeb41df6a76568434701e0917da10692da28cb69d5fb6919ce5fdb07374 \
-    --hash=sha256:79f561438481f28681584b89e2effb22855e2179880314bcddbf5968e935e807 \
-    --hash=sha256:830d1247d77ad23852314f069e9d7ddafeec5f684baf9d7e7065ed46a049c4e6 \
-    --hash=sha256:831eb19aa789a97356979e94c981e5667759301fb708d1c0d5adf1bc0098b873 \
-    --hash=sha256:83d002b97072a53ea150d63e0a3adfae5670cef5aa8a6e490240e482d3b22e57 \
-    --hash=sha256:85348b8f89d2c3508b65b16c3c33a4da22b8215138d8b996912bb1532868885f \
-    --hash=sha256:8690eba565c6d68ffd3a8655525cbdd5246510b44a637ee2c6c03a7ebfe64d3c \
-    --hash=sha256:87082cd65669a33adeba5470769e9704c7cf026cc30afb9cc77fd865578ebaad \
-    --hash=sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e \
-    --hash=sha256:91249bcb7c165c2fb2a2f852dbc5c91636e2e218e75d96dfdd517e4078e173dd \
-    --hash=sha256:93fd339f23408a07e98950a89644f92c54d8729719a40b30c0a30bb9ebc55d23 \
-    --hash=sha256:9715525891ed524a0a1eb6d053c74d4d4ad5017677fb00af0b7c2644a31bae46 \
-    --hash=sha256:975c267cff4f7e7272eacbe50f6cc03ca9a3da4c4fbd66fffd89c94c1e311aa1 \
-    --hash=sha256:99421e7684a60f7f3550a1d159ade5fdff1954baedb6bdd407cba6a307c9f27d \
-    --hash=sha256:9be3e221bdc6d69abf294dcf7aff6af19c31a5cdcc8f0aa3b14be29df4bd03b1 \
-    --hash=sha256:9ce92e58abc722dac1bf835a6798a60b294e48eb0e625ec9fd994b932ac5feee \
-    --hash=sha256:9d2e32edcc143bc01e95300671915d9ca052d4f745aa0a49c48d4803f8a85f2c \
-    --hash=sha256:9d2f400712a99a013aff420ef1eb9be077f8189a36c1e3ef87660b4e1088a874 \
-    --hash=sha256:9f247596366f4221af52beddd65af1218797771d6989bc891a0b86ccaa019168 \
-    --hash=sha256:a03e6467f0f5ab796a486146d1b887b2dc5e5f9b3288898c1b1c3ad974e53e4a \
-    --hash=sha256:a35cc284c8dd7edae8a31533713b4d2467dfe7c4f1b5587dd4031f28f90d1d13 \
-    --hash=sha256:a3b11c812f61b3129c4905781a2601dfdfdea5fe1e6c1cfb696b55d14e9c054f \
-    --hash=sha256:a642ac886ecf6402d9882d10c405dcf4b902abeb2972cd5fb4a48c83cd59279a \
-    --hash=sha256:a6cd87cb1575b1ad05ba98894c5b5c96411ef678fa2f6ed2576607095b8d9789 \
-    --hash=sha256:a712c7118e6c5ea96562f7b488435172abb94a3c53c22c9efc1412264a45cbbe \
-    --hash=sha256:a7610b6a5242a6c736d8ad47fd5fff87fcfe8f833b281b1c409c3d6835d9227f \
-    --hash=sha256:ab124d49d0459b2373ecf54118a45c28a1e6d4192a533fbc915e70f556feb8e5 \
-    --hash=sha256:ac5ec7fb9b87f04ee839af2d53bcadea57ded7d229719f56c0ed895bff987943 \
-    --hash=sha256:aed19d0c783886d5bd86d80ae5030006b45e28464218747dcf83dabfdd092c7b \
-    --hash=sha256:af8653713055ea18a3abc1537fe2ebc42f5b0bbb768d1eb79fd74eb47c0ac089 \
-    --hash=sha256:afa3aa644f74e290cdede48a7b0bee37d1c35e71b05105f6b340d484af536d9b \
-    --hash=sha256:b00b76f7142fc60c762ce579bd29c8fa44aaa56592dd3c54fab3928d0d4ca6ff \
-    --hash=sha256:b11b59b3eee90a80a36701ddb4576d9ae31f93f05cb9e277ceaa09e6bf074a67 \
-    --hash=sha256:b12dd51f1187c2eb489af8e20f880362db98e954b54ab792fa5d92e8bcc6b803 \
-    --hash=sha256:b40ddd51e7c44b28cfaef746c9d3c506d658885e0a46f9eeef2ee815cbf8e045 \
-    --hash=sha256:b504bda01bafc69b6d3c7a0c7f039dcf60f47fab70e06fe23f57b5c75bdc82b8 \
-    --hash=sha256:b5b9c6cf08a8a5e502698f5e153056d12c34b8fb30317e0c5fd06f45162a6346 \
-    --hash=sha256:b675ab0a0d5b1c8fdb81195dc5bcefea3f3c240871cdd7ff9a2de8aa50772eb2 \
-    --hash=sha256:b6cdf19bf84128d5e7c37e8a73a0c5c10d51103a650ac585d42dd6ae233f2b7f \
-    --hash=sha256:bcf2a8b2982a6673693eae7348ef3d8cf3979c1d63b54fca7c397a635cc68687 \
-    --hash=sha256:bd2aab0e2e9dc2daf36bd2686c982535d5e7b1d930a1344a7bb6e82baab42a76 \
-    --hash=sha256:c3212fda0ee959c1dd04c60b601ec31097aaa893573a3a1abd0a47bcac2968c1 \
-    --hash=sha256:cc0988cb29d21bf4a9d5cf2ef970b5c0e38d8d8e107a493278c05dc6c1dda69f \
-    --hash=sha256:cc7e8c32db809aa0f6ea1d6869ebc8518a65d5150fdfad8bcae6a49ae32a22e2 \
-    --hash=sha256:cca67d52a5c7a16aed2b3999e719c4bcf644074eac304a5d3d62dd70ae7d4b2c \
-    --hash=sha256:ced3310e51aa425f7f77da8bbbb5212616655bedbe82c70944320bc1dbe5e018 \
-    --hash=sha256:cf489cf8986c543939aeee17a09c04d6ffb43bfef8ca16fcbcc5cfdcbed24dba \
-    --hash=sha256:d0793c90c1a3c74966e7975eaef3ed30ebdff3260a0f815a62a22adc17e4c01c \
-    --hash=sha256:d0fe3dce1e836e418f912c1ad91c73357d03e556a4d286f441bf34fed2dbeecf \
-    --hash=sha256:d11058e3201527d41bc6b545c79187c9e4bf85e15a236a6007f0e991518882b7 \
-    --hash=sha256:d2d0aead851b66f5245ec0c4fb2612ef457f8bbafefdf65a2bf9d6bac6140f47 \
-    --hash=sha256:d56bdb4af1767cc15b0386b3c581fdfe659bb9ee4a4f776e92c1cd9d074000d6 \
-    --hash=sha256:dcda6583921c05a40533f982321532f2d8db29326c7b95c4026941fa5074bd79 \
-    --hash=sha256:dd81f6907932ebac3abbe41378dac64b2380db1287e2aa64d8d88f78d170f51a \
-    --hash=sha256:de3a5c376f8cd94da9a1b8fd3dd1c16c7a7b216ed31dc8ce9fd7a22bf13b836e \
-    --hash=sha256:de885175515bcfa98ae618c1df7a072f13d179f81376c8007112af20567fd08a \
-    --hash=sha256:e29908922ce9da1a30b4da490bd1d3d82c01dcfdf864d2a74aacee674d0bfa34 \
-    --hash=sha256:e480080975c1ef7f780b8f99ed72337e7cc5efea2e518a20a692e8e7b278eb8b \
-    --hash=sha256:e61ea8e9fff9606d09178f577ff8ccdd7206ff73d6552bcec18e1033c4254b85 \
-    --hash=sha256:ec638c5d194ef8af27db69f16c954a09797c0dc25015ad6123eb2c73a4d271ca \
-    --hash=sha256:ed42e6cc8e1b0e2b9b96e2276bad70ae625d10d6d524aed0c93de974ae029f9f \
-    --hash=sha256:f00a0961b125f1a47af7bcc17f00782e12f4cd056f83416006b30111d941dfa3 \
-    --hash=sha256:f13936129ce841f2a5ddf6f126fea3c43cd128807b5a59588c37cf10178c2e64 \
-    --hash=sha256:f1771ce258afb3e4201e67d154edbbae712a76a6081079fe247c2f53c6322c22 \
-    --hash=sha256:f1f8338dd7a7f31761f1f1a3c47503a9a3b34eea3c8b01fa6ee96408affb5e72 \
-    --hash=sha256:f64b5537ac62b231572879cd08ec05600308636a5d63bcbdb15063a466977bec \
-    --hash=sha256:f80a55484b8d843c8ada81ebf70a682f3f00a3d40e378c06cf17ecb44d280d7d \
-    --hash=sha256:f91c0aff3e3ee0928edd1232c57f643a7a003e6edf1860bc3afcdc749cb513f3 \
-    --hash=sha256:fa3eb7c2995aa443687a825bc30395c8521b7c6ec201966e55debfd1128bcceb \
-    --hash=sha256:fb528e295ed31570ac3dcc9bfdd6e0150bc11ce6168ac87a8082055cf1a67395 \
-    --hash=sha256:fc331a5314ffddd5385b9ee9d0d2fee0b13c27e0e02dad71b1ae5d6561f51eeb \
-    --hash=sha256:fd35aa21299def8db7ef4fe5c4ff862941a9a158ca7b63d61e66fe67d30416b4 \
-    --hash=sha256:ff5e7783bcc5476e1db448bf268f11cb257b1c276d3e89f00b5727be86dd0127 \
-    --hash=sha256:ffe0883b56cfc05798bf994164d2b2ff03efe2d22022a2bb080f3b626176dd56
+pydantic-core==2.46.4 \
+    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
+    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
+    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
+    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
+    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
+    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
+    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
+    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
+    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
+    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
+    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
+    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
+    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
+    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
+    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
+    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
+    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
+    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
+    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
+    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
+    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
+    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
+    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
+    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
+    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
+    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
+    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
+    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
+    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
+    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
+    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
+    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
+    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
+    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
+    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
+    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
+    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
+    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
+    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
+    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
+    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
+    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
+    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
+    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
+    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
+    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
+    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
+    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
+    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
+    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
+    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
+    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
+    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
+    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
+    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
+    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
+    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
+    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
+    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
+    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
+    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
+    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
+    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
+    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
+    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
+    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
+    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
+    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
+    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
+    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
+    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
+    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
+    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
+    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
+    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
+    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
+    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
+    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
+    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
+    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
+    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
+    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
+    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
+    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
+    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
 pydot==1.4.2 \
     --hash=sha256:248081a39bcb56784deb018977e428605c1c758f10897a339fce1dd728ff007d \
@@ -2712,121 +2713,121 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
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+    --hash=sha256:8f3af7a4903c5c04a11a196a5aa75cdd7dd3f8508132f9fb3259d9f5908e3b88 \
+    --hash=sha256:91328f1c23d47595ca3ef0a7557fa129c5a23404b775c770697d2f35b33e0107 \
+    --hash=sha256:916714069da19329ef7de197dcbc77bb3104145c7c2c864dbfbe318f46b88b14 \
+    --hash=sha256:93a7860539414dddaefba2b40f8771765ae17949d4c7182b876ce429e11a8309 \
+    --hash=sha256:954cc214c04663ee6d266fc61739cad83054683048de65c5bd1d640ad28098ac \
+    --hash=sha256:96f5f58b54a063d7ea9dca08e1cf57bfe10499c4d579ee672da284f57f5f0070 \
+    --hash=sha256:97cf3bc1b7d7d2306772ec07366c80d9df00ff79e79cea32898883a646d2fae2 \
+    --hash=sha256:98bd73080e8756255137e1bd3f3f00295bbc5aa383c0e0f973920e9134d7c4ad \
+    --hash=sha256:992604d02e6d9c6d786c24a706a71ecffe1020fc1ef264044474cd81fa2c3919 \
+    --hash=sha256:a24852d3c29ad9e47593593d8a247c44ccc3d0548ef12c822d6ed0810affe676 \
+    --hash=sha256:a6a563446a41adc451393dc6b8e6ad87979efaee3c8738690a8d1b08ebead1b4 \
+    --hash=sha256:a8234aa23ec39894bfe4a3f1b85616a7032481964a13ac6fc9f10de4f6fca270 \
+    --hash=sha256:a8820737949116ffff55fe18f9fc644530063ba6ebfcb8314239416e78f1347c \
+    --hash=sha256:a9e1328e17c84c1a5d22ec9f785ecef4a967fab9a42b6a8dc3bcbebd0a0c9e44 \
+    --hash=sha256:aa0fbdbac82cb3e4450d0ccde7d7a35607f4cb2dd9fba4b8b69bfaf8c9fa6aed \
+    --hash=sha256:b310768746dd314ea6e2ff4cc89ef215426813396ff4e94ee8e6f7096c8b6e03 \
+    --hash=sha256:b46b0f094dc1d3b90356c85a0bd2c9bafc4a6a190b9d6f8ddd5a033b6e088ed4 \
+    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
+    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
+    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
+    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
+    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
+    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
+    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
+    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
+    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
+    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
+    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
+    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
+    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
+    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
+    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
+    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
+    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
+    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
+    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
+    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
 requests==2.34.0.dev1 \
     --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
@@ -3218,9 +3219,9 @@ tzlocal==5.3.1 \
     --hash=sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
     # via js2py
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
     #   botocore
     #   docker
diff --git a/v2/spanner-to-sourcedb/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/SpannerToSourceDbFTBase.java b/v2/spanner-to-sourcedb/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/SpannerToSourceDbFTBase.java
index a7bf7b8367..3df81dbb2c 100644
--- a/v2/spanner-to-sourcedb/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/SpannerToSourceDbFTBase.java
+++ b/v2/spanner-to-sourcedb/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/SpannerToSourceDbFTBase.java
@@ -195,6 +195,7 @@ public PipelineLauncher.LaunchInfo launchRRDataflowJob(
             .addParameter("maxNumWorkers", "1")
             .addParameter("numWorkers", "1")
             .addParameter("sourceType", sourceType)
+            .addParameter("workerMachineType", "n2-standard-4")
             .addEnvironmentVariable(
                 "additionalExperiments", Collections.singletonList("use_runner_v2"))
             .build();
@@ -247,6 +248,7 @@ public PipelineLauncher.LaunchInfo launchRRDataflowJob(
             .addParameter("maxNumWorkers", "1")
             .addParameter("numWorkers", "1")
             .addParameter("sourceType", sourceType)
+            .addParameter("workerMachineType", "n2-standard-4")
             .addEnvironmentVariable(
                 "additionalExperiments", Collections.singletonList("use_runner_v2"));
 
diff --git a/v2/spanner-to-sourcedb/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/SpannerToSrcDBMySQLCDCFT.java b/v2/spanner-to-sourcedb/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/SpannerToSrcDBMySQLCDCFT.java
index fb49e7f174..3b6d809cf1 100644
--- a/v2/spanner-to-sourcedb/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/SpannerToSrcDBMySQLCDCFT.java
+++ b/v2/spanner-to-sourcedb/src/test/java/com/google/cloud/teleport/v2/templates/failureinjectiontesting/SpannerToSrcDBMySQLCDCFT.java
@@ -150,6 +150,7 @@ public void setUp() throws IOException, InterruptedException {
     // After the 30-minute window expires, failures are no longer injected. The pipeline then
     // rapidly processes the accumulated burst backlog and successfully retries any previously
     // failed events.
+    String jobStartTime = java.time.Instant.now().toString();
     jobInfo =
         launchRRDataflowJob(
             PipelineUtils.createJobName("rr" + getClass().getSimpleName()),
@@ -164,7 +165,9 @@ public void setUp() throws IOException, InterruptedException {
                 "maxShardConnections",
                 MAX_WORKERS,
                 "failureInjectionParameter",
-                "{\"policyType\":\"TransactionTimeoutInjectionPolicy\", \"policyInput\": { \"injectionWindowDuration\": \"PT30M\", \"delayDuration\": \"PT80S\" }}"),
+                String.format(
+                    "{\"policyType\":\"TransactionTimeoutInjectionPolicy\", \"policyInput\": { \"injectionWindowDuration\": \"PT30M\", \"delayDuration\": \"PT80S\", \"jobStartTime\": \"%s\" }}",
+                    jobStartTime)),
             null,
             spannerResourceManager,
             gcsResourceManager,
diff --git a/yaml/src/main/python/requirements.txt b/yaml/src/main/python/requirements.txt
index 0be21e18bf..dd4df5386e 100644
--- a/yaml/src/main/python/requirements.txt
+++ b/yaml/src/main/python/requirements.txt
@@ -222,13 +222,13 @@ betterproto==2.0.0b6 \
     --hash=sha256:720ae92697000f6fcf049c69267d957f0871654c8b0d7458906607685daee784 \
     --hash=sha256:a0839ec165d110a69d0d116f4d0e2bec8d186af4db826257931f0831dab73fcf
     # via envoy-data-plane
-boto3==1.43.3 \
-    --hash=sha256:7c7777862ffc898f05efa566032bbabfe226dbb810e35ec11125817f128bc5c5 \
-    --hash=sha256:fb9fe51849ef2a78198d582756fc06f14f7de27f73e0fa90275d6aa4171eb4d0
+boto3==1.43.6 \
+    --hash=sha256:179601ec2992726a718053bf41e43c223ceba397d31ceab11f64d9c910d9fc3a \
+    --hash=sha256:e6315effaf12b890b99956e6f8e2c3000a3f64e4ee91943cec3895ce9a836afb
     # via apache-beam
-botocore==1.43.3 \
-    --hash=sha256:eac6da0fffccf87888ebf4d89f0b2378218a707efa748cd955b838995e944695 \
-    --hash=sha256:ec0769eb0f7c5034856bb406a92698dbc02a3d4be0f78a384747106b161d8ea3
+botocore==1.43.6 \
+    --hash=sha256:b1e395b347356860398da42e61c808cf1e34b6fa7180cf2b9d87d986e1a06ba0 \
+    --hash=sha256:b6d1fdbc6f65a5fe0b7e947823aa37535d3f39f3ba4d21110fab1f55bbbcc04b
     # via
     #   boto3
     #   s3transfer
@@ -569,6 +569,7 @@ fastavro==1.12.2 \
     --hash=sha256:4c346cf449baf3b113e997c34151ad205e7135bc429469b005b180ade7e65e28 \
     --hash=sha256:4c463a3701f293e30d3d62e71e1989f112028d07f87432baf4507eeb57ec3831 \
     --hash=sha256:55dea7e74b834d4b70467fc19c5b9ccb5509fe39abc4d26891187c1b22176423 \
+    --hash=sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b \
     --hash=sha256:57bb6b908cb2e05baab63b04c3a31be3b4545a10bfab9748b8763016b5256704 \
     --hash=sha256:5e90460b0cd21f62be3cb26087e706e2cebb7b3fcef9e05b4473b61bb0415b5e \
     --hash=sha256:653c4f90dd21d8a1e74309919e08934e420d9aef51d051d14bf5a1c0e8293c22 \
@@ -773,9 +774,9 @@ google-apitools==0.5.31 \
     --hash=sha256:4af0dd6dd4582810690251f0b57a97c1873dadfda54c5bc195844c8907624170 \
     --hash=sha256:6be92c1c3e93485450420bb0e365d47eb4d8a835d03ebe1963dc6da4d39a7b0e
     # via apache-beam
-google-auth[requests]==2.50.0 \
-    --hash=sha256:04382175e28b94f49694977f0a792688b59a668def1499e9d8de996dc9ce5b15 \
-    --hash=sha256:f35eafb191195328e8ce10a7883970877e7aeb49c2bfaa54aa0e394316d353d0
+google-auth[requests]==2.52.0 \
+    --hash=sha256:01f30e1a9e3638698d89464f5e603ce29d18e1c0e63ec31ac570aba4e164aaf5 \
+    --hash=sha256:aee92803ba0ff93a70a3b8a35c7b4797837751cd6380b63ff38372b98f3ed627
     # via
     #   apache-beam
     #   cloud-sql-python-connector
@@ -805,9 +806,9 @@ google-auth-httplib2==0.2.1 \
     --hash=sha256:1be94c611db91c01f9703e7f62b0a59bbd5587a95571c7b6fade510d648bc08b \
     --hash=sha256:5ef03be3927423c87fb69607b42df23a444e434ddb2555b73b3679793187b7de
     # via apache-beam
-google-cloud-aiplatform==1.149.0 \
-    --hash=sha256:a4d73485bf1d727a9e1bbbd13d08d7031490686bbf7d125eb905c1a6c1559a35 \
-    --hash=sha256:e6b5299fa5d303e971cb29a19f03fdbb7b1e3b9d2faa3a788ca933341fba2f2e
+google-cloud-aiplatform==1.151.0 \
+    --hash=sha256:2f29b1853f790a7371a746c747bf1f664380b534254682441acd4b5ee26fafd2 \
+    --hash=sha256:61372bb0923b14b8027f45b83393452df3a85bf4ea86fa48e08844fb5ec50049
     # via apache-beam
 google-cloud-bigquery==3.41.0 \
     --hash=sha256:2217e488b47ed576360c9b2cc07d59d883a54b83167c0ef37f915c26b01a06fe \
@@ -815,21 +816,21 @@ google-cloud-bigquery==3.41.0 \
     # via
     #   apache-beam
     #   google-cloud-aiplatform
-google-cloud-bigquery-storage==2.37.0 \
-    --hash=sha256:1e319c27ef60fc31030f6e0b52e5e891e1cdd50551effe8c6f673a4c3c56fcb6 \
-    --hash=sha256:f88ee7f1e49db1e639da3d9a8b79835ca4bc47afbb514fb2adfc0ccb41a7fd97
+google-cloud-bigquery-storage==2.38.0 \
+    --hash=sha256:313e605c51e6c36046cbeccff4a98aa0f728add8f757962bab2266838136d538 \
+    --hash=sha256:bc703ab31c8c7dc9d0a281ff5109ba7461b3a6dc517f6acca1a823124085ab0d
     # via apache-beam
-google-cloud-bigtable==2.36.0 \
-    --hash=sha256:21b2f41231b7368a550b44d5b493b811b3507fcb23eb26d00005cd3f205f2207 \
-    --hash=sha256:d5987733c2f60c739f93f259d2037858411cc994ac37cdfbccb6bb159f3ca43e
+google-cloud-bigtable==2.38.0 \
+    --hash=sha256:0ad24f0106c2eb0f38e278b1641052e65882a4da0141d1f9ad78ea691724aaa3 \
+    --hash=sha256:9f6a4bdbefb34d0420f41c574d9805d8a63d080d10be5a176205e3b322c122a1
     # via apache-beam
 google-cloud-build==3.36.0 \
     --hash=sha256:4a350eb90c384a8ce08649a3384c3813bf4708590e02353f953cc57b1aa2e15f \
     --hash=sha256:f70de0882ffd0f48ff39b7fcb8b543c2eaeda06c2f067b8aa61125b9427d3ffc
     # via apache-beam
-google-cloud-core==2.5.1 \
-    --hash=sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811 \
-    --hash=sha256:ea62cdf502c20e3e14be8a32c05ed02113d7bef454e40ff3fab6fe1ec9f1f4e7
+google-cloud-core==2.6.0 \
+    --hash=sha256:6d63ac8e5eca6d9e4319d0a1e2265fadcd7f1049904378caecfa01cf52dd869e \
+    --hash=sha256:e76149739f90fac1fc6757c09f47eaccb3145b54adbd7759b0f7c4b235f46c83
     # via
     #   apache-beam
     #   google-cloud-bigquery
@@ -845,9 +846,9 @@ google-cloud-dlp==3.36.0 \
     --hash=sha256:a239a214303ca08ccdcdd7b6ee270d2ce4e4e81955a05648ffdb383204bf5ca6 \
     --hash=sha256:e215c4d74e87108449838fb81f60875f3811772f645aa0455753d74069395dec
     # via apache-beam
-google-cloud-kms==3.12.0 \
-    --hash=sha256:93ae05ff3a3de49ced4f234a5da0d118cf29b5dfcb9f790f85ccdaeab03eeadc \
-    --hash=sha256:c9445aac1e35a9f76efb4a7d57c9a2aa7b73034b6afec339ba0862fe4993ff25
+google-cloud-kms==3.13.0 \
+    --hash=sha256:672fdc594b928b0415c22e41f3d67c854e940a8a5917e8ff16a6566096b12407 \
+    --hash=sha256:a58a40d8d37129805db5be1353a397be09614d691433ea246b9eed63efdc5df3
     # via apache-beam
 google-cloud-language==2.20.0 \
     --hash=sha256:32844e562f7f15e9f8136186913c818513e1f40c3bd685ddd44c3b5b2855dc93 \
@@ -857,9 +858,9 @@ google-cloud-monitoring==2.30.0 \
     --hash=sha256:2729f3b88a4798b7757b1d9d31b6cb562bb3544e8173765e4e5cd44d8685b1ed \
     --hash=sha256:a9530aa9aa246c490810dfa7be32d67e8340d19108acc99cbc02d1ed494fba76
     # via google-cloud-spanner
-google-cloud-pubsub==2.37.0 \
-    --hash=sha256:7c5ba9beb5236e2b83c091dd6171423dc7d6d0e989391bd09f60dbd242b29f10 \
-    --hash=sha256:dd912422cf66e4ffb423b0d5391ca81bdfa408eb0f21f57adecdb6fb3b1e0bb1
+google-cloud-pubsub==2.38.0 \
+    --hash=sha256:9212309f8d6cfaefb577bca52492b13464b56e584505408685d63e69346c56cf \
+    --hash=sha256:fed2c40cfb77d58f6dced563a8146a8c34319c7dfbbb4d045b6c9c101e043db9
     # via apache-beam
 google-cloud-recommendations-ai==0.10.18 \
     --hash=sha256:a6bccb45744fd89f038aa3e19502d1f46ea61c438dd2c08528533f8e185ec469 \
@@ -869,13 +870,13 @@ google-cloud-resource-manager==1.17.0 \
     --hash=sha256:0f486b62e2c58ff992a3a50fa0f4a96eef7750aa6c971bb373398ccb91828660 \
     --hash=sha256:e479baf4b014a57f298e01b8279e3290b032e3476d69c8e5e1427af8f82739a5
     # via google-cloud-aiplatform
-google-cloud-secret-manager==2.27.0 \
-    --hash=sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1 \
-    --hash=sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc
+google-cloud-secret-manager==2.28.0 \
+    --hash=sha256:15bcb9d7d3442d842ebac94e2d6e428a11d79cf1aeb91a005a0576f257643317 \
+    --hash=sha256:5763f42a449c27597fb42d40fa93e2c56b02dbceba0c41da202fb97e810cb278
     # via apache-beam
-google-cloud-spanner==3.65.0 \
-    --hash=sha256:434139bd1439528398cd2a96e390a57182420747c214a33f317bbac64afd9c5c \
-    --hash=sha256:67ca892698d9530d10c682be7c38265089088b57272af3e57f1ea7afb9e88eff
+google-cloud-spanner==3.66.0 \
+    --hash=sha256:a5de352c9cce75ba1b1b2e767816b14c6d147815c7450dbf42aae34773fad3f5 \
+    --hash=sha256:a5ec48576022fc064d7217ec5011ce1f159eb8eac669de0acd8a4497c205d872
     # via apache-beam
 google-cloud-storage==2.19.0 \
     --hash=sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba \
@@ -887,9 +888,9 @@ google-cloud-videointelligence==2.19.0 \
     --hash=sha256:7b320c18a0475b08dde9b60a0fbfdf8915320c20966159fad80b5594089d561e \
     --hash=sha256:b11b04c2643a50dfb030c8ae16b0f50746319c986d3570f46a6b4e16bb0b1b5b
     # via apache-beam
-google-cloud-vision==3.13.0 \
-    --hash=sha256:680f668d331858a3340eac41b732903d30dc69ed08020ffd1d5ca32580bdf546 \
-    --hash=sha256:f6979e93ad60a7e556b152de2857f7d3b9b740afd022cea1c76548ef80c29b87
+google-cloud-vision==3.14.0 \
+    --hash=sha256:19af69218923358766acfd655ad63f450d166b149ee8eecaaeb3a0d390c46749 \
+    --hash=sha256:edd7939cab67e9fd43dfbb5d353c3d6c76d33eeda8fc032ba8ff215e5a2990b8
     # via apache-beam
 google-crc32c==1.8.0 \
     --hash=sha256:014a7e68d623e9a4222d663931febc3033c5c7c9730785727de2a81f87d5bab8 \
@@ -933,15 +934,15 @@ google-genai==1.75.0 \
     --hash=sha256:56bac3991b311c93f980c0a2abcd287b672146905df1fbd71c92ed633d5a07cf \
     --hash=sha256:8dc4c096e7d6288c3087f6893f582fe52468932464781edb8193bd92b9fefb2c
     # via google-cloud-aiplatform
-google-resumable-media==2.8.2 \
-    --hash=sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220 \
-    --hash=sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70
+google-resumable-media==2.9.0 \
+    --hash=sha256:c8901e88e389af8bed64d9696c74d8bad961865eb2236e13e0bfca9bb0a65ca3 \
+    --hash=sha256:f7cfb224846a9dd444d125115dfbe8ef02a2b893e78f087762fe716a255a734b
     # via
     #   google-cloud-bigquery
     #   google-cloud-storage
-googleapis-common-protos[grpc]==1.74.0 \
-    --hash=sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1 \
-    --hash=sha256:702216f78610bb510e3f12ac3cafd281b7ac45cc5d86e90ad87e4d301a3426b5
+googleapis-common-protos[grpc]==1.75.0 \
+    --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
+    --hash=sha256:961ed60399c457ceb0ee8f285a84c870aabc9c6a832b9d37bb281b5bebde43ed
     # via
     #   google-api-core
     #   grpc-google-iam-v1
@@ -1088,6 +1089,7 @@ grpcio==1.80.0 \
     #   apache-beam
     #   google-api-core
     #   google-cloud-bigquery-storage
+    #   google-cloud-bigtable
     #   google-cloud-build
     #   google-cloud-datastore
     #   google-cloud-dlp
@@ -1213,9 +1215,9 @@ hypothesis==6.148.3 \
     --hash=sha256:bd81221740d8658473060ad900dc831f889f156fdb41210ba2f47cfad10a66ed \
     --hash=sha256:e7dd193da9800234ec5e1541c1eddde4bddff49b53faf690ba68a0af55a7abb3
     # via apache-beam
-idna==3.13 \
-    --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
-    --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
+idna==3.14 \
+    --hash=sha256:466d810d7a2cc1022bea9b037c39728d51ae7dad40d480fc9b7d7ecf98ba8ee3 \
+    --hash=sha256:e677eaf072e290f7b725f9acf0b3a2bd55f9fd6f7c70abe5f0e34823d0accf69
     # via
     #   anyio
     #   httpx
@@ -1798,81 +1800,81 @@ oracledb==4.0.0 \
     --hash=sha256:f5b1f7ae53883336e23a235339e023d26d1d4b0d014ce4944c61dc79951c89df \
     --hash=sha256:f8c7f26d6e75848d7c75604eff71272c202ddb5eb65996630da3d6d5452401f6
     # via apache-beam
-orjson==3.11.8 \
-    --hash=sha256:0022bb50f90da04b009ce32c512dc1885910daa7cb10b7b0cba4505b16db82a8 \
-    --hash=sha256:003646067cc48b7fcab2ae0c562491c9b5d2cbd43f1e5f16d98fd118c5522d34 \
-    --hash=sha256:01928d0476b216ad2201823b0a74000440360cef4fed1912d297b8d84718f277 \
-    --hash=sha256:01c4e5a6695dc09098f2e6468a251bc4671c50922d4d745aff1a0a33a0cf5b8d \
-    --hash=sha256:093d489fa039ddade2db541097dbb484999fcc65fc2b0ff9819141e2ab364f25 \
-    --hash=sha256:0b57f67710a8cd459e4e54eb96d5f77f3624eba0c661ba19a525807e42eccade \
-    --hash=sha256:0e32f7154299f42ae66f13488963269e5eccb8d588a65bc839ed986919fc9fac \
-    --hash=sha256:14439063aebcb92401c11afc68ee4e407258d2752e62d748b6942dad20d2a70d \
-    --hash=sha256:14778ffd0f6896aa613951a7fbf4690229aa7a543cb2bfbe9f358e08aafa9546 \
-    --hash=sha256:14f7b8fcb35ef403b42fa5ecfa4ed032332a91f3dc7368fbce4184d59e1eae0d \
-    --hash=sha256:1ab359aff0436d80bfe8a23b46b5fea69f1e18aaf1760a709b4787f1318b317f \
-    --hash=sha256:1cd0b77e77c95758f8e1100139844e99f3ccc87e71e6fc8e1c027e55807c549f \
-    --hash=sha256:25e0c672a2e32348d2eb33057b41e754091f2835f87222e4675b796b92264f06 \
-    --hash=sha256:29c009e7a2ca9ad0ed1376ce20dd692146a5d9fe4310848904b6b4fee5c5c137 \
-    --hash=sha256:3222adff1e1ff0dce93c16146b93063a7793de6c43d52309ae321234cdaf0f4d \
-    --hash=sha256:3223665349bbfb68da234acd9846955b1a0808cbe5520ff634bf253a4407009b \
-    --hash=sha256:3cf17c141617b88ced4536b2135c552490f07799f6ad565948ea07bef0dcb9a6 \
-    --hash=sha256:3f23426851d98478c8970da5991f84784a76682213cd50eb73a1da56b95239dc \
-    --hash=sha256:3f262401086a3960586af06c054609365e98407151f5ea24a62893a40d80dbbb \
-    --hash=sha256:436c4922968a619fb7fef1ccd4b8b3a76c13b67d607073914d675026e911a65c \
-    --hash=sha256:469ac2125611b7c5741a0b3798cd9e5786cbad6345f9f400c77212be89563bec \
-    --hash=sha256:4861bde57f4d253ab041e374f44023460e60e71efaa121f3c5f0ed457c3a701e \
-    --hash=sha256:48854463b0572cc87dac7d981aa72ed8bf6deedc0511853dc76b8bbd5482d36d \
-    --hash=sha256:53a0f57e59a530d18a142f4d4ba6dfc708dc5fdedce45e98ff06b44930a2a48f \
-    --hash=sha256:54153d21520a71a4c82a0dbb4523e468941d549d221dc173de0f019678cf3813 \
-    --hash=sha256:55120759e61309af7fcf9e961c6f6af3dde5921cdb3ee863ef63fd9db126cae6 \
-    --hash=sha256:5774c1fdcc98b2259800b683b19599c133baeb11d60033e2095fd9d4667b82db \
-    --hash=sha256:58a4a208a6fbfdb7a7327b8f201c6014f189f721fd55d047cafc4157af1bc62a \
-    --hash=sha256:58fb9b17b4472c7b1dcf1a54583629e62e23779b2331052f09a9249edf81675b \
-    --hash=sha256:5d8b5231de76c528a46b57010bbd83fb51e056aa0220a372fd5065e978406f1c \
-    --hash=sha256:5f8952d6d2505c003e8f0224ff7858d341fa4e33fef82b91c4ff0ef070f2393c \
-    --hash=sha256:61c9d357a59465736022d5d9ba06687afb7611dfb581a9d2129b77a6fcf78e59 \
-    --hash=sha256:6a3d159d5ffa0e3961f353c4b036540996bf8b9697ccc38261c0eac1fd3347a6 \
-    --hash=sha256:6a4a639049c44d36a6d1ae0f4a94b271605c745aee5647fa8ffaabcdc01b69a6 \
-    --hash=sha256:6ccdea2c213cf9f3d9490cbd5d427693c870753df41e6cb375bd79bcbafc8817 \
-    --hash=sha256:6dbe9a97bdb4d8d9d5367b52a7c32549bba70b2739c58ef74a6964a6d05ae054 \
-    --hash=sha256:6eda5b8b6be91d3f26efb7dc6e5e68ee805bc5617f65a328587b35255f138bf4 \
-    --hash=sha256:705b895b781b3e395c067129d8551655642dfe9437273211d5404e87ac752b53 \
-    --hash=sha256:708c95f925a43ab9f34625e45dcdadf09ec8a6e7b664a938f2f8d5650f6c090b \
-    --hash=sha256:735e2262363dcbe05c35e3a8869898022af78f89dde9e256924dc02e99fe69ca \
-    --hash=sha256:76070a76e9c5ae661e2d9848f216980d8d533e0f8143e6ed462807b242e3c5e8 \
-    --hash=sha256:7679bc2f01bb0d219758f1a5f87bb7c8a81c0a186824a393b366876b4948e14f \
-    --hash=sha256:88006eda83858a9fdf73985ce3804e885c2befb2f506c9a3723cdeb5a2880e3e \
-    --hash=sha256:883206d55b1bd5f5679ad5e6ddd3d1a5e3cac5190482927fdb8c78fb699193b5 \
-    --hash=sha256:8ac7381c83dd3d4a6347e6635950aa448f54e7b8406a27c7ecb4a37e9f1ae08b \
-    --hash=sha256:8e8c6218b614badf8e229b697865df4301afa74b791b6c9ade01d19a9953a942 \
-    --hash=sha256:9185589c1f2a944c17e26c9925dcdbc2df061cc4a145395c57f0c51f9b5dbfcd \
-    --hash=sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363 \
-    --hash=sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e \
-    --hash=sha256:97c8f5d3b62380b70c36ffacb2a356b7c6becec86099b177f73851ba095ef623 \
-    --hash=sha256:97d823831105c01f6c8029faf297633dbeb30271892bd430e9c24ceae3734744 \
-    --hash=sha256:98bdc6cb889d19bed01de46e67574a2eab61f5cc6b768ed50e8ac68e9d6ffab6 \
-    --hash=sha256:9b48e274f8824567d74e2158199e269597edf00823a1b12b63d48462bbf5123e \
-    --hash=sha256:a5c370674ebabe16c6ccac33ff80c62bf8a6e59439f5e9d40c1f5ab8fd2215b7 \
-    --hash=sha256:b43dc2a391981d36c42fa57747a49dae793ef1d2e43898b197925b5534abd10a \
-    --hash=sha256:c154a35dd1330707450bb4d4e7dd1f17fa6f42267a40c1e8a1daa5e13719b4b8 \
-    --hash=sha256:c2bdf7b2facc80b5e34f48a2d557727d5c5c57a8a450de122ae81fa26a81c1bc \
-    --hash=sha256:c492a0e011c0f9066e9ceaa896fbc5b068c54d365fea5f3444b697ee01bc8625 \
-    --hash=sha256:c60c0423f15abb6cf78f56dff00168a1b582f7a1c23f114036e2bfc697814d5f \
-    --hash=sha256:c98121237fea2f679480765abd566f7713185897f35c9e6c2add7e3a9900eb61 \
-    --hash=sha256:ccd7ba1b0605813a0715171d39ec4c314cb97a9c85893c2c5c0c3a3729df38bf \
-    --hash=sha256:cdbc8c9c02463fef4d3c53a9ba3336d05496ec8e1f1c53326a1e4acc11f5c600 \
-    --hash=sha256:e0950ed1bcb9893f4293fd5c5a7ee10934fbf82c4101c70be360db23ce24b7d2 \
-    --hash=sha256:e6693ff90018600c72fd18d3d22fa438be26076cd3c823da5f63f7bab28c11cb \
-    --hash=sha256:ea56a955056a6d6c550cf18b3348656a9d9a4f02e2d0c02cabf3c73f1055d506 \
-    --hash=sha256:ebaed4cef74a045b83e23537b52ef19a367c7e3f536751e355a2a394f8648559 \
-    --hash=sha256:ec795530a73c269a55130498842aaa762e4a939f6ce481a7e986eeaa790e9da4 \
-    --hash=sha256:ed193ce51d77a3830cad399a529cd4ef029968761f43ddc549e1bc62b40d88f8 \
-    --hash=sha256:ee8db7bfb6fe03581bbab54d7c4124a6dd6a7f4273a38f7267197890f094675f \
-    --hash=sha256:f30491bc4f862aa15744b9738517454f1e46e56c972a2be87d70d727d5b2a8f8 \
-    --hash=sha256:f89b6d0b3a8d81e1929d3ab3d92bbc225688bd80a770c49432543928fe09ac55 \
-    --hash=sha256:fa72e71977bff96567b0f500fc5bfd2fdf915f34052c782a4c6ebbdaa97aa858 \
-    --hash=sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13 \
-    --hash=sha256:ff51f9d657d1afb6f410cb435792ce4e1fe427aab23d2fcd727a2876e21d4cb6
+orjson==3.11.9 \
+    --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \
+    --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \
+    --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \
+    --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \
+    --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \
+    --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \
+    --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \
+    --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \
+    --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \
+    --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \
+    --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \
+    --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \
+    --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \
+    --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \
+    --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \
+    --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \
+    --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \
+    --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \
+    --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \
+    --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \
+    --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \
+    --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \
+    --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \
+    --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \
+    --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \
+    --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \
+    --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \
+    --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \
+    --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \
+    --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \
+    --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \
+    --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \
+    --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \
+    --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \
+    --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \
+    --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \
+    --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \
+    --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \
+    --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \
+    --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \
+    --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \
+    --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \
+    --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \
+    --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \
+    --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \
+    --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \
+    --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \
+    --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \
+    --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \
+    --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \
+    --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \
+    --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \
+    --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \
+    --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \
+    --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \
+    --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \
+    --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \
+    --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \
+    --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \
+    --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \
+    --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \
+    --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \
+    --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \
+    --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \
+    --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \
+    --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \
+    --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \
+    --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \
+    --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \
+    --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \
+    --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \
+    --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \
+    --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \
+    --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81
     # via apache-beam
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
@@ -2035,135 +2037,134 @@ pluggy==1.6.0 \
     # via
     #   keyrings-google-artifactregistry-auth
     #   pytest
-propcache==0.4.1 \
-    --hash=sha256:0002004213ee1f36cfb3f9a42b5066100c44276b9b72b4e1504cddd3d692e86e \
-    --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \
-    --hash=sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be \
-    --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \
-    --hash=sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85 \
-    --hash=sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b \
-    --hash=sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367 \
-    --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \
-    --hash=sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393 \
-    --hash=sha256:182b51b421f0501952d938dc0b0eb45246a5b5153c50d42b495ad5fb7517c888 \
-    --hash=sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37 \
-    --hash=sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8 \
-    --hash=sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60 \
-    --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \
-    --hash=sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4 \
-    --hash=sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717 \
-    --hash=sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7 \
-    --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \
-    --hash=sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe \
-    --hash=sha256:357f5bb5c377a82e105e44bd3d52ba22b616f7b9773714bff93573988ef0a5fb \
-    --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \
-    --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \
-    --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e \
-    --hash=sha256:3d233076ccf9e450c8b3bc6720af226b898ef5d051a2d145f7d765e6e9f9bcff \
-    --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \
-    --hash=sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12 \
-    --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \
-    --hash=sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874 \
-    --hash=sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf \
-    --hash=sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566 \
-    --hash=sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a \
-    --hash=sha256:4b536b39c5199b96fc6245eb5fb796c497381d3942f169e44e8e392b29c9ebcc \
-    --hash=sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a \
-    --hash=sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1 \
-    --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \
-    --hash=sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61 \
-    --hash=sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726 \
-    --hash=sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49 \
-    --hash=sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44 \
-    --hash=sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af \
-    --hash=sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa \
-    --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153 \
-    --hash=sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc \
-    --hash=sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5 \
-    --hash=sha256:5fd37c406dd6dc85aa743e214cef35dc54bbdd1419baac4f6ae5e5b1a2976938 \
-    --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \
-    --hash=sha256:66c1f011f45a3b33d7bcb22daed4b29c0c9e2224758b6be00686731e1b46f925 \
-    --hash=sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8 \
-    --hash=sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c \
-    --hash=sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85 \
-    --hash=sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e \
-    --hash=sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0 \
-    --hash=sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1 \
-    --hash=sha256:71b749281b816793678ae7f3d0d84bd36e694953822eaad408d682efc5ca18e0 \
-    --hash=sha256:74c1fb26515153e482e00177a1ad654721bf9207da8a494a0c05e797ad27b992 \
-    --hash=sha256:7c2d1fa3201efaf55d730400d945b5b3ab6e672e100ba0f9a409d950ab25d7db \
-    --hash=sha256:824e908bce90fb2743bd6b59db36eb4f45cd350a39637c9f73b1c1ea66f5b75f \
-    --hash=sha256:8326e144341460402713f91df60ade3c999d601e7eb5ff8f6f7862d54de0610d \
-    --hash=sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1 \
-    --hash=sha256:89eb3fa9524f7bec9de6e83cf3faed9d79bffa560672c118a96a171a6f55831e \
-    --hash=sha256:8c9b3cbe4584636d72ff556d9036e0c9317fa27b3ac1f0f558e7e84d1c9c5900 \
-    --hash=sha256:8e57061305815dfc910a3634dcf584f08168a8836e6999983569f51a8544cd89 \
-    --hash=sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a \
-    --hash=sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b \
-    --hash=sha256:948dab269721ae9a87fd16c514a0a2c2a1bdb23a9a61b969b0f9d9ee2968546f \
-    --hash=sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f \
-    --hash=sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1 \
-    --hash=sha256:99d43339c83aaf4d32bda60928231848eee470c6bda8d02599cc4cebe872d183 \
-    --hash=sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66 \
-    --hash=sha256:9a52009f2adffe195d0b605c25ec929d26b36ef986ba85244891dee3b294df21 \
-    --hash=sha256:9d2b6caef873b4f09e26ea7e33d65f42b944837563a47a94719cc3544319a0db \
-    --hash=sha256:9f302f4783709a78240ebc311b793f123328716a60911d667e0c036bc5dcbded \
-    --hash=sha256:a0ee98db9c5f80785b266eb805016e36058ac72c51a064040f2bc43b61101cdb \
-    --hash=sha256:a129e76735bc792794d5177069691c3217898b9f5cee2b2661471e52ffe13f19 \
-    --hash=sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0 \
-    --hash=sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165 \
-    --hash=sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778 \
-    --hash=sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455 \
-    --hash=sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f \
-    --hash=sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b \
-    --hash=sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237 \
-    --hash=sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81 \
-    --hash=sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859 \
-    --hash=sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c \
-    --hash=sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835 \
-    --hash=sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393 \
-    --hash=sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5 \
-    --hash=sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641 \
-    --hash=sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144 \
-    --hash=sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74 \
-    --hash=sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db \
-    --hash=sha256:cbc3b6dfc728105b2a57c06791eb07a94229202ea75c59db644d7d496b698cac \
-    --hash=sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403 \
-    --hash=sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9 \
-    --hash=sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f \
-    --hash=sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311 \
-    --hash=sha256:d82ad62b19645419fe79dd63b3f9253e15b30e955c0170e5cebc350c1844e581 \
-    --hash=sha256:d8f353eb14ee3441ee844ade4277d560cdd68288838673273b978e3d6d2c8f36 \
-    --hash=sha256:daede9cd44e0f8bdd9e6cc9a607fc81feb80fae7a5fc6cecaff0e0bb32e42d00 \
-    --hash=sha256:db65d2af507bbfbdcedb254a11149f894169d90488dd3e7190f7cdcb2d6cd57a \
-    --hash=sha256:dee69d7015dc235f526fe80a9c90d65eb0039103fe565776250881731f06349f \
-    --hash=sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2 \
-    --hash=sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7 \
-    --hash=sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239 \
-    --hash=sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757 \
-    --hash=sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72 \
-    --hash=sha256:ecef2343af4cc68e05131e45024ba34f6095821988a9d0a02aa7c73fcc448aa9 \
-    --hash=sha256:ed5a841e8bb29a55fb8159ed526b26adc5bdd7e8bd7bf793ce647cb08656cdf4 \
-    --hash=sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24 \
-    --hash=sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207 \
-    --hash=sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e \
-    --hash=sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1 \
-    --hash=sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d \
-    --hash=sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37 \
-    --hash=sha256:f93243fdc5657247533273ac4f86ae106cc6445a0efacb9a1bfe982fcfefd90c \
-    --hash=sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e \
-    --hash=sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570 \
-    --hash=sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af \
-    --hash=sha256:fd138803047fb4c062b1c1dd95462f5209456bfab55c734458f15d11da288f8f \
-    --hash=sha256:fd2dbc472da1f772a4dae4fa24be938a6c544671a912e30529984dd80400cd88 \
-    --hash=sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48 \
-    --hash=sha256:fe49d0a85038f36ba9e3ffafa1103e61170b28e95b16622e11be0a0ea07c6781
+propcache==0.5.2 \
+    --hash=sha256:01c4fc7480cd0598bb4b57022df55b9ca296da7fc5a8760bd8451a7e63a7d427 \
+    --hash=sha256:04dc2390d9edbbaef7461f33322555976ffddf0b650a038649d026358714e6c5 \
+    --hash=sha256:06187263ddad280d05b4d8a8b3bb7d164cbebd469236544a42e6d9b28ac6a4fa \
+    --hash=sha256:0958834041a0166d343b8d2cedcd8bcbaeb4fdbe0cf08320c5379f143c3be6e7 \
+    --hash=sha256:099aaf4b4d1a02265b92a977edf00b5c4f63b3b17ac6de39b0d637c9cac0188a \
+    --hash=sha256:0d2c9bf8528f135dbb805ce027567e09164f7efa51a2be07458a2c0420f292d0 \
+    --hash=sha256:0fd59b5af35f74da48d905dcbad55449ba13be91823cb05a9bd590bbf5b61660 \
+    --hash=sha256:10734b5484ea113152ee25a91dccedf81631791805d2c9ccb054958e51842c94 \
+    --hash=sha256:13fef48778b5a2a756523fdb781326b028ca75e32858b04f2cdd19f394564917 \
+    --hash=sha256:178b4a2cdaac1818e2bf1c5a99b94383fa73ea5382e032a48dec07dc5668dc42 \
+    --hash=sha256:196913dea116aeb5a2ba95af4ddcb7ea85559ae07d8eee8751688310d09168c3 \
+    --hash=sha256:1b31822f4474c4036bae62de9402710051d431a606d6a0f907fec79935a071aa \
+    --hash=sha256:1ca071adabaab6e9219924bbe00af821f1ee7de113a9eca1cdc292de3d120f4d \
+    --hash=sha256:1d1ad32d9d4355e2be65574fd0bfd3677e7066b009cd5b9b2dee8aa6a6393b33 \
+    --hash=sha256:1dbcf7675229b35d31abb6547d8ebc8c27a830ac3f9a794edff6254873ec7c0a \
+    --hash=sha256:2293949b855ce597f2826452d17c2d545fb5622379c4ea6fdf525e9b8e8a2511 \
+    --hash=sha256:26a4dca084132874e639895c3135dfad5eb20bae209f62d1aeb31b03e601c3c0 \
+    --hash=sha256:2800a4a8ead6b28cccd1ec54b59346f0def7922ee1c7598e8499c733cfbb7c84 \
+    --hash=sha256:29cbaac5ea0212663e6845e04b5e188d5a6ae6dd919810ac835bf1d3b42c3f4c \
+    --hash=sha256:29f9309a2e42b0d273be006fdb4be2d6c39a47f6f57d8fb1cf9f81481df81b66 \
+    --hash=sha256:2d7aa89ebca5acc98cba9d1472d976e394782f587bad6661003602a619fd1821 \
+    --hash=sha256:2f22cbbac9e26a8e864c0985ff1268d5d939d53d9d9411a9824279097e03a2cb \
+    --hash=sha256:2f8ea531c794b9d6274acd4e8d2c2ebcac590a4361d27482edd3010b79f1325e \
+    --hash=sha256:3115559b8effafd63b142ea5ed53d63a16ea6469cbc63dce4ee194b42db5d853 \
+    --hash=sha256:32775082acd2d807ee3db715c7770d38767b817870acfa08c29e057f3c4d5b56 \
+    --hash=sha256:3430bb2bfe1331885c427745a751e774ee679fd4344f80b97bf879815fe8fa55 \
+    --hash=sha256:3b199b9b2b3d6a7edf3183ba8a9a137a22b97f7df525feb5ae1eccf026d2a9c6 \
+    --hash=sha256:40314bca9ac559716fe374094fc81c11dcc34b64fd6c585360f5775690505704 \
+    --hash=sha256:44e488ef40dbb452700b2b1f8188934121f6648f52c295055662d2191959ff82 \
+    --hash=sha256:452b5065457eb9991ec5eb38ff41d6cd4c991c9ac7c531c4d5849ae473a9a13f \
+    --hash=sha256:45f11346f884bc47444f6e6647131055844134c3175b629f84952e2b5cd62b64 \
+    --hash=sha256:46088abff4cba581dea21ae0467a480526cb25aa5f3c269e909f800328bc3999 \
+    --hash=sha256:4621064bbf28fa77ff64dd5d94367c04684c67d3a5bf1dff25f0cd0d98a38f3b \
+    --hash=sha256:4bc8ff1feffc6a61c7002ffe84634c41b822e104990ae009f44a0834430070bb \
+    --hash=sha256:4db0ba63d693afd40d249bd93f842b5f144f8fcbb83de05660373bcf30517b1d \
+    --hash=sha256:51f96d685ab16e88cab128cd37a52c5da540809c8b879fa047731bfcb4ad35a4 \
+    --hash=sha256:54adaa85a22078d1e306304a40984dc5be99d599bf3dc0a24dc98f7daeab89ab \
+    --hash=sha256:552ffadf6ad409844bc5919c42a0a83d88314cedddaea0e41e80a8b8fffe881f \
+    --hash=sha256:5538d2c13d93e4698af7e092b57bc7298fd35d1d58e656ae18f23ee0d0378e03 \
+    --hash=sha256:5570dbcc97571c15f68068e529c92715a12f8d54030e272d264b377e22bd17a5 \
+    --hash=sha256:5671d09a36b06d0fd4a3da0fccbcae360e9b1570924171a15e9e0997f0249fba \
+    --hash=sha256:583c19759d9eec1e5b69e2fbef36a7d9c326041be9746cb822d335c8cedc2979 \
+    --hash=sha256:5aaa2b923c1944ac8febd6609cb373540a5563e7cbcb0fd770f75dace2eb817b \
+    --hash=sha256:5dbc581d2814337da56222fab8dc5f161cd798a434e49bac27930aaef798e144 \
+    --hash=sha256:5fcb98e7598b1ee0addab320d90f65b530297a867dbfe9de52ea838077e16e3d \
+    --hash=sha256:6041d31504dc1779d700e1edcfb08eea334b357620b06681a4eabb57a74e574e \
+    --hash=sha256:66ea454f095ddf5b6b14f56c064c0941c4788be11e18d2464cf643bf7203ff67 \
+    --hash=sha256:68ce1c44c7a813a7f71ea04315a8c7b330b63db99d059a797a4651bb6f69f117 \
+    --hash=sha256:6a997d0489e9668a384fcfd5061b857aa5361de73191cac204d04b889cfbbafa \
+    --hash=sha256:6bf3be92233808fcd338eba0fb4d0b59ec5772af4f4ecfcec450d1bfc0f8b5eb \
+    --hash=sha256:6de8bd93ddde9b992cf2b2e0d796d501a19026b5b9fd87356d7d0779531a8d96 \
+    --hash=sha256:6e7b8719005dd1175be4ab1cd25e9b98659a5e0347331506ec6760d2773a7fb5 \
+    --hash=sha256:6f328175a2cde1f0ff2c4ed8ce968b9dcfb55f3a7153f39e2957ed994da13476 \
+    --hash=sha256:72d61e16dd78228b58c5d47be830ff3da7e5f139abdf0aef9d86cde1c5cf2191 \
+    --hash=sha256:74b70780220e2dd89175ca24b81b68b67c83db499ae611e7f2313cb329801c78 \
+    --hash=sha256:79aa3ff0a9b566633b642fa9caf7e21ed1c13d6feca718187873f199e1514078 \
+    --hash=sha256:7afa37062e6650640e932e4cc9297d81f9f42d9944029cc386b8247dea4da837 \
+    --hash=sha256:80168e2ebe4d3ec6599d10ad8f520304ae1cad9b6c5a95372aef1b66b7bfb53a \
+    --hash=sha256:806719138ecd720339a12410fb9614ac9b2b2d3a5fdf8235d56981c36f4039ba \
+    --hash=sha256:8114f28879e0904748e831c3a7774261bd9e75f49be089f389a76f959dcd13fe \
+    --hash=sha256:81e3a30b0bb60caa22033dd0f8a3618d1d67356212514f62c57db75cb0ef410c \
+    --hash=sha256:823581fd5cb08b12a48bfa11fe962a7916766b6170c17b028fbdf762b85eb9bf \
+    --hash=sha256:85341b12b9d55bad0bded24cac341bb34289469e03a11f3f583ea1cc1db0326c \
+    --hash=sha256:857187f381f88c8e2fa2fe56ab94879d011b883d5a2ee5a1b60a8cd2a06846d9 \
+    --hash=sha256:8a90efd5777e996e42d568db9ac740b944d691e565cbfd31b2f7832f9184b2b8 \
+    --hash=sha256:8b73ab70f1a3351fbc71f663b3e645af6dd0329100c353081cf69c37433fc6fe \
+    --hash=sha256:8c7972d8f193740d9175f0998ab38717e6cd322d5935c5b0fef8c0d323fd9031 \
+    --hash=sha256:8e778ebd44ef4f66ed60a0416b06b489687db264a9c0b3620362f26489492913 \
+    --hash=sha256:9282fb1a3bccd038da9f768b927b24a0c753e466c086b7c4f3c6982851eefb2d \
+    --hash=sha256:949c91d1a990cf3b2e8188dfcfb25005e0b834a06c63fa4ef9f360878ce21ecf \
+    --hash=sha256:95f1e3f4760d404b13c9976c0229b2b49a3c8e2c62a9ce92efdd2b11ada75e3f \
+    --hash=sha256:97797ebb098e670a2f92dd66f32897e30d7615b14e7f59711de23e30a9072539 \
+    --hash=sha256:a0e399a2eccb91ed18721f86aa85757727400b6865c89e88934781deb9c8498b \
+    --hash=sha256:a473b3440261e0c60706e732b2ed2f517857344fc21bf48fdfe211e2d98eb285 \
+    --hash=sha256:a4840ab0ae0216d952f4b53dc6d0b992bfc2bedbfe360bdd9b548bc184c08959 \
+    --hash=sha256:a592f5f3da71c8691c788c13cb6734b6d17663d2e1cb8caddf0673d01ef8847d \
+    --hash=sha256:a6ae2198be502c10f09b2516e7b5d019816924bc3183a43ce792a7bd6625e6f4 \
+    --hash=sha256:a6ddc6ac9e25de626c1f129c1b467d7ecd33ce2237d3fd0c4e429feef0a7ee1f \
+    --hash=sha256:acd2c8edba48e31e58a363b8cf4e5c7db3b04b3f9e371f601df30d9b0d244836 \
+    --hash=sha256:b05d643f944a8c3c4bd86d65ffd87bf3264b617f87791940302bc474d2ff5274 \
+    --hash=sha256:b96db7141a592cbc968daf1feea83a118e6ab378af4abbc72b248c895414c22d \
+    --hash=sha256:ba338430e87ceb9c8f0cf754de38a9860560261e56c00376debd628698a7364f \
+    --hash=sha256:ba57fffe4ac99c5d30076161b5866336d97600769bad35cc68f7774b15298a4e \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe \
+    --hash=sha256:c0cb9ed24c8964e172768d455a38254c2dd8a552905729ce006cad3d3dda59b1 \
+    --hash=sha256:c60462af8e6dc30c35407c7237ea908d777b22862bbee27bc4699c0d8bcdc45a \
+    --hash=sha256:c66afea89b1e43725731d2004732a046fe6fe955d51f952c3e95a7314a284a39 \
+    --hash=sha256:c6844ba6364fb12f403928a82cfd295ab103a2b315c77c747b2dbe4a41894ea7 \
+    --hash=sha256:c80f4ba3e8f00189165999a742ee526ebeccedf6c3f7beb0c7df821e9772435a \
+    --hash=sha256:cafca7e56c12bb02ae16d283742bef25a61122e9dab2b5b3f2ccbe589ce32164 \
+    --hash=sha256:cc1177027eda740fdb152706bd215a3f124e3eea15afc39f2cb9fe351b50619e \
+    --hash=sha256:cc49723e2f60d6b32a0f0b08a3fd6d13203c07f1cd9566cfce0f12a917c967a2 \
+    --hash=sha256:cc6fc3cc62e8501d3ed62894425040d2728ecddb1ed072737a5c70bd537aa9f0 \
+    --hash=sha256:cd416c1de191973c52ff1a12a57446bfc7642797b282d7caf2162d7d1b8aa9a0 \
+    --hash=sha256:cd645f03898405cabe694fb8bc35241e3a9c332ec85627584fe3de201452b335 \
+    --hash=sha256:cef6cea3922890dd6c9654971001fa797b526c16ab5e1e46c05fd6f877be7568 \
+    --hash=sha256:cfa21e036ce1e1db2be04ba3b85d2df1bb1702fa01932d984c5464c665228ff4 \
+    --hash=sha256:d0326e2e5e1f3163fa306c834e48e8d490e5fae607a097a40c0648109b47ba80 \
+    --hash=sha256:d310c013aad2c72f1c3f2f8dd3279d460a858c551f97aeb8c63e4693cca7b4d2 \
+    --hash=sha256:d447bb0b3054be5818458fbb171208b1d9ff11eba14e18ca18b90cbb45767370 \
+    --hash=sha256:d4dc37dec6c6cdad0b57881a5658fd14fbf53e333b1a86cf86559f190e1d9ec4 \
+    --hash=sha256:d5a81be28596d6559f6131ef33e10200de6e17643b3c74ce03f9eb103be6ae8b \
+    --hash=sha256:d9ee8826a7d47863a08ac44e1a5f611a462eefc3a194b492da242128bec75b42 \
+    --hash=sha256:db2b80ea58eab4f86b2beec3cc8b39e8ff9276ac20e96b7cce43c8ae84cd6b5a \
+    --hash=sha256:decfca4c79dd53ebab484b00cc4b6717d8c369f86e74aa4ca395a64ac651495e \
+    --hash=sha256:dfed59d0a5aeb01e242e66ff0300bc4a265a7c05f612d30016f0b60b1017d757 \
+    --hash=sha256:e00820e192c8dbebcafb383ebbf99030895f09905e7a0eb2e0340a0bcc2bc825 \
+    --hash=sha256:e4294d04a94dcab1b3bccd8b66d962dcad411a1d19414b2a41d1445f1de32ad0 \
+    --hash=sha256:e59bc9e66329185b93dab73f210f1a37f81cb40f321501db8017c9aea15dba27 \
+    --hash=sha256:e5cbfac9f61484f7e9f3597775500cd3ebe8274e9b050c38f9525c77c97520bf \
+    --hash=sha256:f064f8d2b59177878b7615df1735cd8fe3462ed6be8c7b217d17a276489c2b7f \
+    --hash=sha256:f156a3529f38063b6dbaf356e15602a7f95f8055b1295a438433a6386f10463d \
+    --hash=sha256:f19bb891234d72535764d703bfed1153cc34f4214d5bd7150aee1eec9e8f4366 \
+    --hash=sha256:f7467da8a9822bf1a55336f877340c5bcbd3c482afc43a99771169f74a26dedc \
+    --hash=sha256:f78abfa8dfc32376fd1aacf597b2f2fbbe0ea751419aee718af5d4f82537ef8c \
+    --hash=sha256:f7eabc04151c78a9f4d5bbb5f1faf571e4defeb4b585e0fe95b60ff2dbe4d3d7 \
+    --hash=sha256:f814362777a9f841adddb200ecdf8f5cb1e5a3c4b7a86378edbd6ccb26edd702 \
+    --hash=sha256:fc299c129490f55f254cd90be0deca4764e36e9a7c08b4aa588479a3bbed3098 \
+    --hash=sha256:fc76378c62a0f04d0cd82fbb1a2cd2d7e28fcb40d5873f28a6c44e388aaa2751 \
+    --hash=sha256:fc88b26f08d634f7bc819a7852e5214f5802641ab8d9fd5326892292eee1993e \
+    --hash=sha256:fe67a3d11cd9b4efabfa45c3d00ffba2b26811442a73a581a94b67c2b5faccf6
     # via
     #   aiohttp
     #   yarl
-proto-plus==1.27.2 \
-    --hash=sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718 \
-    --hash=sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24
+proto-plus==1.28.0 \
+    --hash=sha256:38e5696342835b08fc116f30a25665b29531cda9d5d5643e9b81fc312385abd9 \
+    --hash=sha256:a630604310899e73c59ec302e5765c058d412b2f090b9c79c8822589f14955b8
     # via
     #   apache-beam
     #   google-api-core
@@ -2360,133 +2361,133 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.3 \
-    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927 \
-    --hash=sha256:af09e9d1d09f4e7fe37145c1f577e1d61ceb9a41924bf0094a36506285d0a84d
+pydantic==2.13.4 \
+    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
+    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
     # via
     #   google-cloud-aiplatform
     #   google-genai
-pydantic-core==2.46.3 \
-    --hash=sha256:0087084960f209a9a4af50ecd1fb063d9ad3658c07bb81a7a53f452dacbfb2ba \
-    --hash=sha256:031bb17f4885a43773c8c763089499f242aee2ea85cf17154168775dccdecf35 \
-    --hash=sha256:06d5d8820cbbdb4147578c1fe7ffcd5b83f34508cb9f9ab76e807be7db6ff0a4 \
-    --hash=sha256:07bc6d2a28c3adb4f7c6ae46aa4f2d2929af127f587ed44057af50bf1ce0f505 \
-    --hash=sha256:0c9ff69140423eea8ed2d5477df3ba037f671f5e897d206d921bc9fdc39613e7 \
-    --hash=sha256:1105677a6df914b1fb71a81b96c8cce7726857e1717d86001f29be06a25ee6f8 \
-    --hash=sha256:1108da631e602e5b3c38d6d04fe5bb3bfa54349e6918e3ca6cf570b2e2b2f9d4 \
-    --hash=sha256:12bc98de041458b80c86c56b24df1d23832f3e166cbaff011f25d187f5c62c37 \
-    --hash=sha256:13afdd885f3d71280cf286b13b310ee0f7ccfefd1dbbb661514a474b726e2f25 \
-    --hash=sha256:17eaface65d9fc5abb940003020309c1bf7a211f5f608d7870297c367e6f9022 \
-    --hash=sha256:1da3786b8018e60349680720158cc19161cc3b4bdd815beb0a321cd5ce1ad5b1 \
-    --hash=sha256:23cbdb3aaa74dfe0837975dbf69b469753bbde8eacace524519ffdb6b6e89eb7 \
-    --hash=sha256:2798b6ba041b9d70acfb9071a2ea13c8456dd1e6a5555798e41ba7b0790e329c \
-    --hash=sha256:27f9067c3bfadd04c55484b89c0d267981b2f3512850f6f66e1e74204a4e4ce3 \
-    --hash=sha256:28b5f2ef03416facccb1c6ef744c69793175fd27e44ef15669201601cf423acb \
-    --hash=sha256:28e8cf2f52d72ced402a137145923a762cbb5081e48b34312f7a0c8f55928ec3 \
-    --hash=sha256:28ed528c45446062ee66edb1d33df5d88828ae167de76e773a3c7f64bd14e976 \
-    --hash=sha256:2b8e4f2bbdf71415c544b4b1138b8060db7b6611bc927e8064c769f64bed651c \
-    --hash=sha256:2f40e4246676beb31c5ce77c38a55ca4e465c6b38d11ea1bd935420568e0b1ab \
-    --hash=sha256:3481bd1341dc85779ee506bc8e1196a277ace359d89d28588a9468c3ecbe63fa \
-    --hash=sha256:3612edf65c8ea67ac13616c4d23af12faef1ae435a8a93e5934c2a0cbbdd1fd6 \
-    --hash=sha256:367508faa4973b992b271ba1494acaab36eb7e8739d1e47be5035fb1ea225396 \
-    --hash=sha256:3861f1731b90c50a3266316b9044f5c9b405eecb8e299b0a7120596334e4fe9c \
-    --hash=sha256:3d08782c4045f90724b44c95d35ebec0d67edb8a957a2ac81d5a8e4b8a200495 \
-    --hash=sha256:41c178f65b8c29807239d47e6050262eb6bf84eb695e41101e62e38df4a5bc2c \
-    --hash=sha256:4335e87c7afa436a0dfa899e138d57a72f8aad542e2cf19c36fb428461caabd0 \
-    --hash=sha256:4b068543bdb707f5d935dab765d99227aa2545ef2820935f2e5dd801795c7dbd \
-    --hash=sha256:4de88889d7e88d50d40ee5b39d5dac0bcaef9ba91f7e536ac064e6b2834ecccf \
-    --hash=sha256:4e9d76736da5f362fabfeea6a69b13b7f2be405c6d6966f06b2f6bfff7e64531 \
-    --hash=sha256:57697d7c056aca4bbb680200f96563e841a6386ac1129370a0102592f4dddff5 \
-    --hash=sha256:57a973eae4665352a47cf1a99b4ee864620f2fe663a217d7a8da68a1f3a5bfda \
-    --hash=sha256:5ad3c826fe523e4becf4fe39baa44286cff85ef137c729a2c5e269afbfd0905d \
-    --hash=sha256:5c024e08c0ba23e6fd68c771a521e9d6a792f2ebb0fa734296b36394dc30390e \
-    --hash=sha256:5dcbbcf4d22210ced8f837c96db941bdb078f419543472aca5d9a0bb7cddc7df \
-    --hash=sha256:5dfd51cf457482f04ec49491811a2b8fd5b843b64b11eecd2d7a1ee596ea78a6 \
-    --hash=sha256:60e5f66e12c4f5212d08522963380eaaeac5ebd795826cfd19b2dfb0c7a52b9c \
-    --hash=sha256:610eda2e3838f401105e6326ca304f5da1e15393ae25dacae5c5c63f2c275b13 \
-    --hash=sha256:6529d1d128321a58d30afcc97b49e98836542f68dd41b33c2e972bb9e5290536 \
-    --hash=sha256:6645ce7eec4928e29a1e3b3d5c946621d105d3e79f0c9cddf07c2a9770949287 \
-    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0 \
-    --hash=sha256:68ef2f623dda6d5a9067ac014e406c020c780b2a358930a7e5c1b73702900720 \
-    --hash=sha256:69a868ef3ff206343579021c40faf3b1edc64b1cc508ff243a28b0a514ccb050 \
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+    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
+    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
+    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
+    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
+    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
+    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
+    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
+    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
+    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
+    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
+    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
+    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
+    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
+    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
+    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
+    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
+    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
+    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
+    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
+    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
+    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
+    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
+    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
+    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
+    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
+    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
+    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
+    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
+    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
+    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
+    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
+    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
+    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
+    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
+    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
     # via pydantic
 pydot==1.4.2 \
     --hash=sha256:248081a39bcb56784deb018977e428605c1c758f10897a339fce1dd728ff007d \
@@ -2712,121 +2713,121 @@ referencing==0.37.0 \
     # via
     #   jsonschema
     #   jsonschema-specifications
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
-    --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \
-    --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \
-    --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \
-    --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \
-    --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \
-    --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \
-    --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \
-    --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \
-    --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \
-    --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \
-    --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \
-    --hash=sha256:2a5d273181b560ef8397c8825f2b9d57013de744da9e8257b8467e5da8599351 \
-    --hash=sha256:2b69102a743e7569ebee67e634a69c4cb7e59d6fa2e1aa7d3bdbf3f61435f62d \
-    --hash=sha256:2c785939dc023a1ce4ec09599c032cc9933d258a998d16ca6f2b596c010940eb \
-    --hash=sha256:2da82d643fa698e5e5210e54af90181603d5853cf469f5eedf9bfc8f59b4b8c7 \
-    --hash=sha256:2e19e18c568d2866d8b6a6dfad823db86193503f90823a8f66689315ba28fbe8 \
-    --hash=sha256:312ec9dd1ae7d96abd8c5a36a552b2139931914407d26fba723f9e53c8186f86 \
-    --hash=sha256:33424f5188a7db12958246a54f59a435b6cb62c5cf9c8d71f7cc49475a5fdada \
-    --hash=sha256:3384df51ed52db0bea967e21458ab0a414f67cdddfd94401688274e55147bb81 \
-    --hash=sha256:33bfda9684646d323414df7abe5692c61d297dbb0530b28ec66442e768813c59 \
-    --hash=sha256:349d7310eddff40429a099c08d995c6d4a4bfaf3ff40bd3b5e5cb5a5a3c7d453 \
-    --hash=sha256:36bcb9d6d1307ab629edc553775baada2aefa5c50ccc0215fbfd2afcfff43141 \
-    --hash=sha256:3790ba9fb5dd76715a7afe34dbe603ba03f8820764b1dc929dd08106214ed031 \
-    --hash=sha256:385edaebde5db5be103577afc8699fea73a0e36a734ba24870be7ffa61119d74 \
-    --hash=sha256:39d8de85a08e32632974151ba59c6e9140646dcc36c80423962b1c5c0a92e244 \
-    --hash=sha256:415a994b536440f5011aa77e50a4274d15da3245e876e5c7f19da349caaedd87 \
-    --hash=sha256:421439d1bee44b19f4583ccf42670ca464ffb90e9fdc38d37f39d1ddd1e44f1f \
-    --hash=sha256:475e50f3f73f73614f7cba5524d6de49dee269df00272a1b85e3d19f6d498465 \
-    --hash=sha256:4ce255cc05c1947a12989c6db801c96461947adb7a59990f1360b5983fab4983 \
-    --hash=sha256:504ffa8a03609a087cad81277a629b6ce884b51a24bd388a7980ad61748618ff \
-    --hash=sha256:50a766ee2010d504554bfb5f578ed2e066898aa26411d57e6296230627cdefa0 \
-    --hash=sha256:54170b3e95339f415d54651f97df3bff7434a663912f9358237941bbf9143f55 \
-    --hash=sha256:54a1189ad9d9357760557c91103d5e421f0a2dabe68a5cdf9103d0dcf4e00752 \
-    --hash=sha256:55d9304e0e7178dfb1e106c33edf834097ddf4a890e2f676f6c5118f84390f73 \
-    --hash=sha256:586b89cdadf7d67bf86ae3342a4dcd2b8d70a832d90c18a0ae955105caf34dbe \
-    --hash=sha256:59968142787042db793348a3f5b918cf24ced1f23247328530e063f89c128a95 \
-    --hash=sha256:59efe72d37fd5a91e373e5146f187f921f365f4abc1249a5ab446a60f30dd5f8 \
-    --hash=sha256:59f67cd0a0acaf0e564c20bbd7f767286f23e91e2572c5703bf3e56ea7557edb \
-    --hash=sha256:5d354b18839328927832e2fa5f7c95b7a3ccc39e7a681529e1685898e6436d45 \
-    --hash=sha256:62f5519042c101762509b1d717b45a69c0139d60414b3c604b81328c01bd1943 \
-    --hash=sha256:6780f008ee81381c737634e75c24e5a6569cc883c4f8e37a37917ee79efcafd9 \
-    --hash=sha256:6a50ab11b7779b849472337191f3a043e27e17f71555f98d0092fa6d73364520 \
-    --hash=sha256:6aa809ed4dc3706cc38594d67e641601bd2f36d5555b2780ff074edfcb136cf8 \
-    --hash=sha256:6c1818f37be3ca02dcb76d63f2c7aaba4b0dc171b579796c6fbe00148dfec6b1 \
-    --hash=sha256:6dac006c8b6dda72d86ea3d1333d45147de79a3a3f26f10c1cf9287ca4ca0ac3 \
-    --hash=sha256:7088fcdcb604a4417c208e2169715800d28838fefd7455fbe40416231d1d47c1 \
-    --hash=sha256:70aadc6ff12e4b444586e57fc30771f86253f9f0045b29016b9605b4be5f7dfb \
-    --hash=sha256:7429f4e6192c11d659900c0648ba8776243bf396ab95558b8c51a345afeddde6 \
-    --hash=sha256:74fa82dcc8143386c7c0392e18032009d1db715c25f4ba22d23dc2e04d02a20f \
-    --hash=sha256:760ef21c17d8e6a4fe8cf406a97cf2806a4df93416ccc82fc98d25b1c20425be \
-    --hash=sha256:7698a6f38730fd1385d390d1ed07bb13dce39aa616aca6a6d89bea178464b9a4 \
-    --hash=sha256:76d67d5afb1fe402d10a6403bae668d000441e2ab115191a804287d53b772951 \
-    --hash=sha256:773d1dfd652bbffb09336abf890bfd64785c7463716bf766d0eb3bc19c8b7f27 \
-    --hash=sha256:7d346fccdde28abba117cc9edc696b9518c3307fbfcb689e549d9b5979018c6d \
-    --hash=sha256:8512fcdb43f1bf18582698a478b5ab73f9c1667a5b7548761329ef410cd0a760 \
-    --hash=sha256:867bddc63109a0276f5a31999e4c8e0eb7bbbad7d6166e28d969a2c1afeb97f9 \
-    --hash=sha256:88e9b048345c613f253bea4645b2fe7e579782b82cac99b1daad81e29cc2ed8e \
-    --hash=sha256:8fae3c6e795d7678963f2170152b0d892cf6aee9ee8afc8c45e6be38d5107fe7 \
-    --hash=sha256:9542ccc1e689e752594309444081582f7be2fdb2df75acafea8a075108566735 \
-    --hash=sha256:9776b85f510062f5a75ef112afe5f494ef1635607bf1cc220c1391e9ac2f5e81 \
-    --hash=sha256:97850d0638391bdc7d35dc1c1039974dcb921eaafa8cc935ae4d7f272b1d60b3 \
-    --hash=sha256:993f657a7c1c6ec51b5e0ba97c9817d06b84ea5fa8d82e43b9405de0defdc2b9 \
-    --hash=sha256:9a2741ce5a29d3c84b0b94261ba630ab459a1b847a0d6beca7d62d188175c790 \
-    --hash=sha256:9e2f5217648f68e3028c823df58663587c1507a5ba8419f4fdfc8a461be76043 \
-    --hash=sha256:a0d2b28aa1354c7cd7f71b7658c4326f7facac106edd7f40eda984424229fd59 \
-    --hash=sha256:a152560af4f9742b96f3827090f866eeec5becd4765c8e0d3473d9d280e76a5a \
-    --hash=sha256:a1c0c7d67b64d85ac2e1879923bad2f08a08f3004055f2f406ef73c850114bd4 \
-    --hash=sha256:a7a5bb6aa0cf62208bb4fa079b0c756734f8ad0e333b425732e8609bd51ee22f \
-    --hash=sha256:a85b620a388d6c9caa12189233109e236b3da3deffe4ff11b84ae84e218a274f \
-    --hash=sha256:acd38177bd2c8e69a411d6521760806042e244d0ef94e2dd03ecdaa8a3c99427 \
-    --hash=sha256:ae3e764bd4c5ff55035dc82a8d49acceb42a5298edf6eb2fc4d328ee5dd7afae \
-    --hash=sha256:ae5266a82596114e41fb5302140e9630204c1b5f325c770bec654b95dd54b0aa \
-    --hash=sha256:af0384cb01a33600c49505c27c6c57ab0b27bf84a74e28524c92ca897ebdac9d \
-    --hash=sha256:b15b88b0d52b179712632832c1d6e58e5774f93717849a41096880442da41ab0 \
-    --hash=sha256:b26c30df3a28fd9793113dac7385a4deb7294a06c0f760dd2b008bd49a9139bc \
-    --hash=sha256:b40379b53ecbc747fd9bdf4a0ea14eb8188ca1bd0f54f78893a39024b28f4863 \
-    --hash=sha256:b4c36a85b00fadb85db9d9e90144af0a980e1a3d2ef9cd0f8a5bef88054657c6 \
-    --hash=sha256:b5f9fb784824a042be3455b53d0b112655686fdb7a91f88f095f3fee1e2a2a54 \
-    --hash=sha256:be061028481186ba62a0f4c5f1cc1e3d5ab8bce70c89236ebe01023883bc903b \
-    --hash=sha256:c07ab8794fa929e58d97a0e1796b8b76f70943fa39df225ac9964615cf1f9d52 \
-    --hash=sha256:c228cf65b4a54583763645dcd73819b3b381ca8b4bb1b349dee1c135f4112c07 \
-    --hash=sha256:c4ee50606cb1967db7e523224e05f32089101945f859928e65657a2cbb3d278b \
-    --hash=sha256:c882cd92ec68585e9c1cf36c447ec846c0d94edd706fe59e0c198e65822fd23b \
-    --hash=sha256:cf9b1b2e692d4877880388934ac746c99552ce6bf40792a767fd42c8c99f136d \
-    --hash=sha256:d2228c02b368d69b724c36e96d3d1da721561fb9cc7faa373d7bf65e07d75cb5 \
-    --hash=sha256:d51d20befd5275d092cdffba57ded05f3c436317ee56466c8928ac32d960edaf \
-    --hash=sha256:db0ac18435a40a2543dbb3d21e161a6c78e33e8159bd2e009343d224bb03bb1b \
-    --hash=sha256:dc4f10fbd5dd13dcf4265b4cc07d69ca70280742870c97ae10093e3d66000359 \
-    --hash=sha256:dcb5453ecf9cd58b562967badd1edbf092b0588a3af9e32ee3d05c985077ce87 \
-    --hash=sha256:dd2630faeb6876fb0c287f664d93ddce4d50cd46c6e88e60378c05c9047e08ca \
-    --hash=sha256:e014a797de43d1847df957c0a2a8e861d1c17547ee08467d1db2c370b7568baa \
-    --hash=sha256:e08270659717f6973523ce3afbafa53515c4dc5dcad637dc215b6fd50f689423 \
-    --hash=sha256:e0aab3ff447845049d676827d2ff714aab4f73f340e155b7de7458cf53baa5a4 \
-    --hash=sha256:e355be718caf838aa089870259cf1776dc2a4aa980514af9d02c59544d9a8b22 \
-    --hash=sha256:e7ab63e9fe45a9ec3417509e18116b367e89c9ceb6219222a3396fa30b147f80 \
-    --hash=sha256:e7cd3e4ee8d80447a83bbc9ab0c8459781fa77087f856c3e740d7763be0df27f \
-    --hash=sha256:e9638791082eaf5b3ac112c587518ee78e083a11c4b28012d8fe2a0f536dfb17 \
-    --hash=sha256:eb59c65069498dbae3c0ef07bbe224e1eaa079825a437fb47a479f0af11f774f \
-    --hash=sha256:ee7337f88f2a580679f7bbfe69dc86c043954f9f9c541012f49abc554a962f2e \
-    --hash=sha256:ee9627de8587c1a22201cb16d0296ab92b4df5cdcb5349f4e9744d61db7c7c98 \
-    --hash=sha256:f4f83781191007b6ef43b03debc35435f10cad9b96e16d147efe84a1d48bdde4 \
-    --hash=sha256:f56ebf9d70305307a707911b88469213630aba821e77de7d603f9d2f0730687d \
-    --hash=sha256:f5bfc2741d150d0be3e4a0401a5c22b06e60acb9aa4daa46d9e79a6dcd0f135b \
-    --hash=sha256:f94a11a9d05afcfcfa640e096319720a19cc0c9f7768e1a61fceee6a3afc6c7c \
-    --hash=sha256:fa7922bbb2cc84fa062d37723f199d4c0cd200245ce269c05db82d904db66b83 \
-    --hash=sha256:fe896e07a5a2462308297e515c0054e9ec2dd18dfdc9427b19900b37dfe6f40b \
-    --hash=sha256:ffa81f81b80047ba89a3c69ae6a0f78d06f4a42ce5126b0eb2a0a10ad44e0b2e
+regex==2026.5.9 \
+    --hash=sha256:002205cafd2a9e78c6290c7d1df277bf3277b3b7a30e0b4bb0dac2e2e3f7cb2d \
+    --hash=sha256:01f0f5f55f4b64dacec85dc116d3c05fd23ad3ff037bbc73a2085775953c2611 \
+    --hash=sha256:01f28d868834624c934b8d2e0aa1c8341337e37831f4a012f18a5afcba4cbaf3 \
+    --hash=sha256:075160bf16658e16d35233300b8453aac25de4cbea808d22348b6979668e924d \
+    --hash=sha256:0de5cf193997384ed2ca6f1cd4f78055b255d93d82d5a8cd6ba0d11c10b167e4 \
+    --hash=sha256:0e1b1b4e496afbb24f4a62aba855ee4f88f25578927697b340702e48c9ee6bc2 \
+    --hash=sha256:0f03aa6898aaaac4592479821df16e68e8d0e29e903e65d8f2dfb2f19028a989 \
+    --hash=sha256:0f9eede6a5cbdc02d4978090186390936e1776a7d1359b21e41014c609880bcf \
+    --hash=sha256:1268eddd8486dc561d08eee1156e40aa3a8fe10f4bdec8fa653b455fcbffd12c \
+    --hash=sha256:15ee42209947f4ca045412eae98416317238163618ace2a8e54f99586a466733 \
+    --hash=sha256:164eba9b755ea6f244b0d881196fbc1fac09714e9782c9e2732b813142033c8e \
+    --hash=sha256:19c16ceb4a267a8789e25733e583983eeab9f0f8664e66b0bd1c5d21f14c2d4b \
+    --hash=sha256:1bd7587a2948b4085195d5a3374eaf4a425dc3e55784c038175355ecf3bbbf8a \
+    --hash=sha256:1e6da47d679b7010ef27556b6e0f99771b744936db1792a10ceac6547ae1503e \
+    --hash=sha256:205109e96b3cf5adf8f4cd62bedde9487feb282b9497a3535451e5a24cd706a0 \
+    --hash=sha256:2099f7e7ff7b6aa3192312650a56e91cc091e49d50b04e4f6f8b6e28b3b27f1c \
+    --hash=sha256:246de9d60aa3f8538b519834dd95cbf276ea263d6a7bd5a3666dc3fa0230505b \
+    --hash=sha256:24b2355ef5cc9aa5b8f07d17704face1c166fdcc2290fa7bd6e6c925655a8346 \
+    --hash=sha256:2a661a7d270a61f7cf460caee8b9fa2d5ef9e5c681234bcb9e0fe14f488e7dfc \
+    --hash=sha256:2acfb48634f64996b57f90f39afa692ff362162722581921fe92239a59960f3c \
+    --hash=sha256:2efa205e6d98b24d1f3ab395c11aa15cdf10935bca283d0285e0499c284fba21 \
+    --hash=sha256:31037c82eccb44b7ea2e9e221d7c01429430e989a1f4b91ea5a855f6017b509a \
+    --hash=sha256:3527bb4942d2c14552155406cdedd906567456821848aed1cb4933a391bf5eca \
+    --hash=sha256:39617fb0cde9c0e6306dc70e3bfc096f3da793219879f7ae7aa341a69fbdcf6d \
+    --hash=sha256:398c521292f4c7fb807001dcd54694d3a1fcafc179a36ad9cc56f98df85930b6 \
+    --hash=sha256:3b1e39888c5e0c7d92cea4fc777396c4a90363b05de75d02eb459a4752200808 \
+    --hash=sha256:3dd4a3ff360dfb836fecdb93a4598f9d6e2ac81e3e397125145c6221bf58cf4c \
+    --hash=sha256:3ddd90103f9e5c471c49c7852ecc1fe27c7e45eb99e977aefe7caa4e779f4f58 \
+    --hash=sha256:446ddd671e43ab535810c4b21cff7104945c701d4a14d1e6d1cd6f4e445a8bea \
+    --hash=sha256:45375819235558a4ff1c4971dc32881f022613abdb180128f5cb4768c1765a1c \
+    --hash=sha256:46f1326ca6e65b0879d23ca302c0f2415aad42ff0309b9c818e7949fe19a41d8 \
+    --hash=sha256:48036f6374aaa79eb3b754ec29c61d1c6b1606749d705a13f8854fa2539671f6 \
+    --hash=sha256:4ebe8f0b5ec5a5024dc4a4c59f444c4e9afc5f2abdbb8962065b75d27fb971f9 \
+    --hash=sha256:4eeb011098fcb77af513dcef521a3dbecbf8849b1e38940759d293b7a93f5026 \
+    --hash=sha256:508f56a89ba9cb26e4168cbc37dbd60a28d82430a9e18ad1d25fe0883c314ca2 \
+    --hash=sha256:5604dfd046dc37eca90250fc3be938b076c8059fa772ac0ed6f499b0f0fb0415 \
+    --hash=sha256:56a33f191f17d8c417f99945ebdc1e691d3af9605d86ec68c7e54a57e3e17af6 \
+    --hash=sha256:57e8915c7986aa33d25e4d3629cef711cd2863f2961b10409f0c04cb8b7d9020 \
+    --hash=sha256:57eeeb05db7979413dec5438f2db21d7ecbba787cde7a711df1a6f6df672aa06 \
+    --hash=sha256:5b73ab8afcf66c622db143d1c6fda4e58e4d537ee4f125229ad47b1ab80f34c0 \
+    --hash=sha256:5e41809d2683fcde7d5a8c87a6567ba1fb1ce0de9f31bff578de00a4b2d76daa \
+    --hash=sha256:6351571c8a42b505eb555c0dc47d740d0fb66977dc142919eea6f4325b7c56a0 \
+    --hash=sha256:6441cc660d76107934a09c22167200839a0e89604a6297f78a974e66e931d2c0 \
+    --hash=sha256:65c8c8c37377794bd5b2f3ebe51919042bf17aec802e23c833d89782ed0c78af \
+    --hash=sha256:6ba42b2e7e7f46cf68cc6a5ca36fa07959f9bbd9c6bdcc47b6ee76549a590248 \
+    --hash=sha256:71b61c5bfe1c806332defc42ad6c780b3c55f661986d7f40283a3a88274b4c00 \
+    --hash=sha256:728d8bfd28a8845c8b6bc5dc7ce010453d206396786c0765c2740cb65f37791e \
+    --hash=sha256:7b92817338591505f282cf3864c145244b1edcf5381d237038df955001091538 \
+    --hash=sha256:7e30b874d341fac767d7df5a0870540541c2c054b80cfaac116e8d367a8a7ff2 \
+    --hash=sha256:7e87577720152d2caae19fe2baaf1f8d5ca12091e9e229f03915c37d1e4b9178 \
+    --hash=sha256:83d0ee4a57d1c87cb549e195ec300b8f0ec3a82eba66d835e4e2ed8634fe4499 \
+    --hash=sha256:8676474c07469d6f33dd1085ca2cd45f65785f32518f2b20e36d9953ca07f994 \
+    --hash=sha256:86f40a5d6444db30a125c9c9177e6b25dad981cbc37451fd838f145e6edac92e \
+    --hash=sha256:872acc074bd29ffc9913ecdfedf6ea77502312ca44a4aa0d3779089c6069d8de \
+    --hash=sha256:8abd33fef90b2a9efac5557d6033ca82d1195ed3a15fea5af15ba7b463c6a63b \
+    --hash=sha256:8c6e4218fbdfbcd4f6c19efca40930d24a621bf4b48cb76bc6640543bd28ef20 \
+    --hash=sha256:8e76e8161ad00694cfce6767d5dea860c6391ac5b83e5c3a39661e696f11fc7e \
+    --hash=sha256:8f3af7a4903c5c04a11a196a5aa75cdd7dd3f8508132f9fb3259d9f5908e3b88 \
+    --hash=sha256:91328f1c23d47595ca3ef0a7557fa129c5a23404b775c770697d2f35b33e0107 \
+    --hash=sha256:916714069da19329ef7de197dcbc77bb3104145c7c2c864dbfbe318f46b88b14 \
+    --hash=sha256:93a7860539414dddaefba2b40f8771765ae17949d4c7182b876ce429e11a8309 \
+    --hash=sha256:954cc214c04663ee6d266fc61739cad83054683048de65c5bd1d640ad28098ac \
+    --hash=sha256:96f5f58b54a063d7ea9dca08e1cf57bfe10499c4d579ee672da284f57f5f0070 \
+    --hash=sha256:97cf3bc1b7d7d2306772ec07366c80d9df00ff79e79cea32898883a646d2fae2 \
+    --hash=sha256:98bd73080e8756255137e1bd3f3f00295bbc5aa383c0e0f973920e9134d7c4ad \
+    --hash=sha256:992604d02e6d9c6d786c24a706a71ecffe1020fc1ef264044474cd81fa2c3919 \
+    --hash=sha256:a24852d3c29ad9e47593593d8a247c44ccc3d0548ef12c822d6ed0810affe676 \
+    --hash=sha256:a6a563446a41adc451393dc6b8e6ad87979efaee3c8738690a8d1b08ebead1b4 \
+    --hash=sha256:a8234aa23ec39894bfe4a3f1b85616a7032481964a13ac6fc9f10de4f6fca270 \
+    --hash=sha256:a8820737949116ffff55fe18f9fc644530063ba6ebfcb8314239416e78f1347c \
+    --hash=sha256:a9e1328e17c84c1a5d22ec9f785ecef4a967fab9a42b6a8dc3bcbebd0a0c9e44 \
+    --hash=sha256:aa0fbdbac82cb3e4450d0ccde7d7a35607f4cb2dd9fba4b8b69bfaf8c9fa6aed \
+    --hash=sha256:b310768746dd314ea6e2ff4cc89ef215426813396ff4e94ee8e6f7096c8b6e03 \
+    --hash=sha256:b46b0f094dc1d3b90356c85a0bd2c9bafc4a6a190b9d6f8ddd5a033b6e088ed4 \
+    --hash=sha256:b4bb445ff3f725f59df8f6014edb547ee928ec7023a774f6a39a3f953038cbb2 \
+    --hash=sha256:b6d189041f15691cfa2b6c4290448ec221244d225b3f5fe9e7771b34ffcdf6e2 \
+    --hash=sha256:b96350aa424e79d4fd6b567b344dcbe2b2d6bfc48dfe7717587e1fa6d43da6ff \
+    --hash=sha256:be3372b9df6ddecff6486d37e19095a7b4973137caf5512407a89f4455361f41 \
+    --hash=sha256:bfe1ce50cbfb569d74e1e4337da6468961f31dbea55fd85aa5de59c0947a805a \
+    --hash=sha256:c010eb8caca74bdb40c07498d7ece26b4428fd3f04aa8a72c9ac6f79e8faaac6 \
+    --hash=sha256:c8b9b9d294cfea3cd19c718ade7cc93492b2c4991abd9a68d0b3477ae6d8e100 \
+    --hash=sha256:c9411dd64ca95477225734a93dfc8583b51916b8d5942f99d6cac21e09965451 \
+    --hash=sha256:ca518ed29c46eecba6010b15f1b9a479314d2de409536e71b6a13aa04e3b8a77 \
+    --hash=sha256:ccf5249114cc3e772ecdd88a98a86eca0fd74c61ce32a94743758c083fc05d48 \
+    --hash=sha256:cd2846168eb9ee3c513902bc8225409cb1caab31d04728b145171fa1625d9621 \
+    --hash=sha256:d29eebfc9525db68cad3c97eedd7f754fa265aa5cd0cf4f863b2421e1b48fc9f \
+    --hash=sha256:d3d7eb5c9a7f6df82ed3cfac9beb93882a5cbcb5b8b157b56cb2b3b276574ac1 \
+    --hash=sha256:d626b84406444b165fc0ba981604edea39f0588ff1f92baa23fe50799ea9afdb \
+    --hash=sha256:d641a8c9a61618047796d572a39a79b26167b0411d2c3031937b2fe2d081e2cf \
+    --hash=sha256:d659eee77986549c9ea45b861c7567e44d6287c3dc9a4565478853f7b9fe2ff6 \
+    --hash=sha256:d6b8a143aca6c39b446ea8092cde25cc8fe9304d4f5fecfbc1a9dbb0282703c2 \
+    --hash=sha256:d726ca3f0d76969bf1e8e477d160d3d666bbf999f6860bd314889e5345782046 \
+    --hash=sha256:d7bdc0ab8f3dd7e1b4f9ab88634e13374669db86bb3c72e8292f07ae313f539f \
+    --hash=sha256:daff2bdbaf1d23e52fdff7c0b7bc2048b68f978df6a4d107ac981f94caef2e66 \
+    --hash=sha256:dd2810d22146b6d838acc5ec15602cb6b47920aa4e33015df3868eedfd20bab8 \
+    --hash=sha256:ddda5340e6c01a293027dd46232fa79eaff1b48058ce7a98f572b6445b088041 \
+    --hash=sha256:dea2e88e1cce4522496cce630e11e67b98b7076620bc4336c3f674bc21a375f4 \
+    --hash=sha256:debb893095e944091c16e641a6e33c1b0f4cb61ab945ec5afbf53ce7068834d8 \
+    --hash=sha256:dfbe4579b9f08036aa7d101d1835437a20783574ac66327e6b29b4018a138081 \
+    --hash=sha256:e1d93bf647916292e8edcec150c07ddf3dc50179ccaf770c04a7f9e452155372 \
+    --hash=sha256:e82db382b44d0111b22601c509c89f64434816c9e0eef9d1989cda8cc6ff1c04 \
+    --hash=sha256:ea9c8ecfa1b73c73b626534d6626e5340d429630943672b8480724f44e84b962 \
+    --hash=sha256:ead4b163ac30a29574510cd4b3e2e985ac5290c05fc7095557d6a5f403fc31b5 \
+    --hash=sha256:ecd353045824e4477562a2ac718c25799cdaaa41f7aa925a806a8a3e6848a5b9 \
+    --hash=sha256:ed2c9e8068b614c574d8d30e543d617cf5379b0535d46f97ef00e904745a08b5 \
+    --hash=sha256:ed457d8e98ae812ed7732bef7bf78de78e834eae0372a74e23ca90ef21d910f9 \
+    --hash=sha256:ef31cbfe458e21c6122ba8150ff060e0c7789ed0d26eb423f25472584920b555 \
+    --hash=sha256:f079e50a0d3cc3cd5091fa9ff45869a2e6b2cd35895731edafb0327901a8d86d \
+    --hash=sha256:f3844f134e834076677dd369976e9f5068679fcb8e50102fdf6b7ac96a3ec127 \
+    --hash=sha256:f7a7c26137296beba7784de6eba69c6a93a63ccebc385e4962fe67e267a91225 \
+    --hash=sha256:fa411799ca8da32a8d38d020a88faa5b6f91657d284761352940ecf9f7c3bbdd \
+    --hash=sha256:fd03c4f0e33280d15cae17159b899245d6b7c53d21def19b263b39655061f5ce \
+    --hash=sha256:fd190e88a895a8901325fad284a3f74ea52b1da8525b76cc811fa9b1edf0ce2b \
+    --hash=sha256:ff8d372ac2acdc048d1c19916f27ee61bc5722728458ba6ca5052f2c72d51763
     # via apache-beam
 requests==2.34.0.dev1 \
     --hash=sha256:319ba4e42f1031737a08f3efc695c7dc436f22efb8d02630ca3a99cf23f752cd \
@@ -3218,9 +3219,9 @@ tzlocal==5.3.1 \
     --hash=sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
     # via js2py
-urllib3==2.6.3 \
-    --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
-    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+urllib3==2.7.0 \
+    --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
     #   botocore
     #   docker