|
| 1 | +package goods |
| 2 | + |
| 3 | +import ( |
| 4 | + "fmt" |
| 5 | + "math" |
| 6 | + "math/rand/v2" |
| 7 | + "sort" |
| 8 | +) |
| 9 | + |
| 10 | +func collectNumbers(args []interface{}) []float64 { |
| 11 | + var out []float64 |
| 12 | + for _, a := range args { |
| 13 | + if vals := flattenArg(a); vals != nil { |
| 14 | + for _, v := range vals { |
| 15 | + if isEmptyValue(v) { |
| 16 | + continue |
| 17 | + } |
| 18 | + if f, ok := toFloat(v); ok { |
| 19 | + out = append(out, f) |
| 20 | + } |
| 21 | + } |
| 22 | + } else { |
| 23 | + if isEmptyValue(a) { |
| 24 | + continue |
| 25 | + } |
| 26 | + if f, ok := toFloat(a); ok { |
| 27 | + out = append(out, f) |
| 28 | + } |
| 29 | + } |
| 30 | + } |
| 31 | + return out |
| 32 | +} |
| 33 | + |
| 34 | +func evalMEDIAN(args []interface{}) (interface{}, error) { |
| 35 | + nums := collectNumbers(args) |
| 36 | + if len(nums) == 0 { |
| 37 | + return nil, fmt.Errorf("MEDIAN: no numeric values") |
| 38 | + } |
| 39 | + sort.Float64s(nums) |
| 40 | + n := len(nums) |
| 41 | + if n%2 == 1 { |
| 42 | + return nums[n/2], nil |
| 43 | + } |
| 44 | + return (nums[n/2-1] + nums[n/2]) / 2, nil |
| 45 | +} |
| 46 | + |
| 47 | +func variance(nums []float64, sample bool) (float64, error) { |
| 48 | + if len(nums) == 0 || (sample && len(nums) < 2) { |
| 49 | + return 0, fmt.Errorf("not enough data points") |
| 50 | + } |
| 51 | + var mean float64 |
| 52 | + for _, v := range nums { |
| 53 | + mean += v |
| 54 | + } |
| 55 | + mean /= float64(len(nums)) |
| 56 | + var sum float64 |
| 57 | + for _, v := range nums { |
| 58 | + d := v - mean |
| 59 | + sum += d * d |
| 60 | + } |
| 61 | + denom := float64(len(nums)) |
| 62 | + if sample { |
| 63 | + denom = float64(len(nums) - 1) |
| 64 | + } |
| 65 | + return sum / denom, nil |
| 66 | +} |
| 67 | + |
| 68 | +func evalVAR(args []interface{}) (interface{}, error) { |
| 69 | + nums := collectNumbers(args) |
| 70 | + return variance(nums, true) |
| 71 | +} |
| 72 | + |
| 73 | +func evalVARP(args []interface{}) (interface{}, error) { |
| 74 | + nums := collectNumbers(args) |
| 75 | + return variance(nums, false) |
| 76 | +} |
| 77 | + |
| 78 | +func evalSTDEV(args []interface{}) (interface{}, error) { |
| 79 | + v, err := evalVAR(args) |
| 80 | + if err != nil { |
| 81 | + return nil, err |
| 82 | + } |
| 83 | + return math.Sqrt(v.(float64)), nil |
| 84 | +} |
| 85 | + |
| 86 | +func evalSTDEVP(args []interface{}) (interface{}, error) { |
| 87 | + v, err := evalVARP(args) |
| 88 | + if err != nil { |
| 89 | + return nil, err |
| 90 | + } |
| 91 | + return math.Sqrt(v.(float64)), nil |
| 92 | +} |
| 93 | + |
| 94 | +func evalRANK(args []interface{}) (interface{}, error) { |
| 95 | + if len(args) < 2 { |
| 96 | + return nil, fmt.Errorf("RANK requires at least 2 arguments") |
| 97 | + } |
| 98 | + target, ok := toFloat(args[0]) |
| 99 | + if !ok { |
| 100 | + return nil, fmt.Errorf("RANK: number must be numeric") |
| 101 | + } |
| 102 | + nums := collectNumbers(args[1:2]) |
| 103 | + if len(nums) == 0 { |
| 104 | + return nil, fmt.Errorf("RANK: empty reference") |
| 105 | + } |
| 106 | + |
| 107 | + ascending := false |
| 108 | + if len(args) >= 3 { |
| 109 | + if f, ok := toFloat(args[2]); ok && f != 0 { |
| 110 | + ascending = true |
| 111 | + } |
| 112 | + } |
| 113 | + |
| 114 | + sorted := make([]float64, len(nums)) |
| 115 | + copy(sorted, nums) |
| 116 | + if ascending { |
| 117 | + sort.Float64s(sorted) |
| 118 | + } else { |
| 119 | + sort.Sort(sort.Reverse(sort.Float64Slice(sorted))) |
| 120 | + } |
| 121 | + |
| 122 | + for i, v := range sorted { |
| 123 | + if v == target { |
| 124 | + return float64(i + 1), nil |
| 125 | + } |
| 126 | + } |
| 127 | + return nil, fmt.Errorf("RANK: value not found in reference") |
| 128 | +} |
| 129 | + |
| 130 | +func evalLARGE(args []interface{}) (interface{}, error) { |
| 131 | + if len(args) < 2 { |
| 132 | + return nil, fmt.Errorf("LARGE requires 2 arguments") |
| 133 | + } |
| 134 | + k, ok := toFloat(args[1]) |
| 135 | + if !ok || k < 1 { |
| 136 | + return nil, fmt.Errorf("LARGE: k must be >= 1") |
| 137 | + } |
| 138 | + nums := collectNumbers(args[:1]) |
| 139 | + if int(k) > len(nums) { |
| 140 | + return nil, fmt.Errorf("LARGE: k exceeds dataset size") |
| 141 | + } |
| 142 | + sort.Sort(sort.Reverse(sort.Float64Slice(nums))) |
| 143 | + return nums[int(k)-1], nil |
| 144 | +} |
| 145 | + |
| 146 | +func evalSMALL(args []interface{}) (interface{}, error) { |
| 147 | + if len(args) < 2 { |
| 148 | + return nil, fmt.Errorf("SMALL requires 2 arguments") |
| 149 | + } |
| 150 | + k, ok := toFloat(args[1]) |
| 151 | + if !ok || k < 1 { |
| 152 | + return nil, fmt.Errorf("SMALL: k must be >= 1") |
| 153 | + } |
| 154 | + nums := collectNumbers(args[:1]) |
| 155 | + if int(k) > len(nums) { |
| 156 | + return nil, fmt.Errorf("SMALL: k exceeds dataset size") |
| 157 | + } |
| 158 | + sort.Float64s(nums) |
| 159 | + return nums[int(k)-1], nil |
| 160 | +} |
| 161 | + |
| 162 | +func evalPERCENTILE(args []interface{}) (interface{}, error) { |
| 163 | + if len(args) < 2 { |
| 164 | + return nil, fmt.Errorf("PERCENTILE requires 2 arguments") |
| 165 | + } |
| 166 | + p, ok := toFloat(args[1]) |
| 167 | + if !ok || p < 0 || p > 1 { |
| 168 | + return nil, fmt.Errorf("PERCENTILE: k must be between 0 and 1") |
| 169 | + } |
| 170 | + nums := collectNumbers(args[:1]) |
| 171 | + if len(nums) == 0 { |
| 172 | + return nil, fmt.Errorf("PERCENTILE: empty dataset") |
| 173 | + } |
| 174 | + sort.Float64s(nums) |
| 175 | + if len(nums) == 1 { |
| 176 | + return nums[0], nil |
| 177 | + } |
| 178 | + |
| 179 | + pos := p * float64(len(nums)-1) |
| 180 | + lower := int(math.Floor(pos)) |
| 181 | + upper := int(math.Ceil(pos)) |
| 182 | + if lower == upper { |
| 183 | + return nums[lower], nil |
| 184 | + } |
| 185 | + frac := pos - float64(lower) |
| 186 | + return nums[lower] + frac*(nums[upper]-nums[lower]), nil |
| 187 | +} |
| 188 | + |
| 189 | +func evalRAND(args []interface{}) (interface{}, error) { |
| 190 | + if len(args) != 0 { |
| 191 | + return nil, fmt.Errorf("RAND takes no arguments") |
| 192 | + } |
| 193 | + return rand.Float64(), nil |
| 194 | +} |
| 195 | + |
| 196 | +func evalRANDBETWEEN(args []interface{}) (interface{}, error) { |
| 197 | + if len(args) != 2 { |
| 198 | + return nil, fmt.Errorf("RANDBETWEEN requires 2 arguments") |
| 199 | + } |
| 200 | + lo, lok := toFloat(args[0]) |
| 201 | + hi, hok := toFloat(args[1]) |
| 202 | + if !lok || !hok { |
| 203 | + return nil, fmt.Errorf("RANDBETWEEN: bounds must be numeric") |
| 204 | + } |
| 205 | + if hi < lo { |
| 206 | + return nil, fmt.Errorf("RANDBETWEEN: upper bound below lower") |
| 207 | + } |
| 208 | + loInt := int64(math.Ceil(lo)) |
| 209 | + hiInt := int64(math.Floor(hi)) |
| 210 | + if hiInt < loInt { |
| 211 | + return nil, fmt.Errorf("RANDBETWEEN: no integer in range") |
| 212 | + } |
| 213 | + return float64(loInt + rand.Int64N(hiInt-loInt+1)), nil |
| 214 | +} |
| 215 | + |
| 216 | +func evalIFS(args []interface{}) (interface{}, error) { |
| 217 | + if len(args) < 2 || len(args)%2 != 0 { |
| 218 | + return nil, fmt.Errorf("IFS requires pairs of condition/value") |
| 219 | + } |
| 220 | + for i := 0; i < len(args); i += 2 { |
| 221 | + if toBool(args[i]) { |
| 222 | + return args[i+1], nil |
| 223 | + } |
| 224 | + } |
| 225 | + return nil, fmt.Errorf("IFS: no condition matched") |
| 226 | +} |
| 227 | + |
| 228 | +func evalSWITCH(args []interface{}) (interface{}, error) { |
| 229 | + if len(args) < 3 { |
| 230 | + return nil, fmt.Errorf("SWITCH requires at least 3 arguments") |
| 231 | + } |
| 232 | + key := args[0] |
| 233 | + i := 1 |
| 234 | + for i+1 < len(args) { |
| 235 | + if valuesEqual(key, args[i]) { |
| 236 | + return args[i+1], nil |
| 237 | + } |
| 238 | + i += 2 |
| 239 | + } |
| 240 | + if i < len(args) { |
| 241 | + return args[i], nil |
| 242 | + } |
| 243 | + return nil, fmt.Errorf("SWITCH: no match and no default") |
| 244 | +} |
| 245 | + |
| 246 | +func evalXLOOKUP(args []interface{}) (interface{}, error) { |
| 247 | + if len(args) < 3 { |
| 248 | + return nil, fmt.Errorf("XLOOKUP requires at least 3 arguments") |
| 249 | + } |
| 250 | + lookup := args[0] |
| 251 | + lookupArray := flattenArg(args[1]) |
| 252 | + returnArray := flattenArg(args[2]) |
| 253 | + if lookupArray == nil || returnArray == nil { |
| 254 | + return nil, fmt.Errorf("XLOOKUP: lookup_array and return_array must be ranges") |
| 255 | + } |
| 256 | + if len(lookupArray) != len(returnArray) { |
| 257 | + return nil, fmt.Errorf("XLOOKUP: arrays must have matching lengths") |
| 258 | + } |
| 259 | + |
| 260 | + for i, v := range lookupArray { |
| 261 | + if valuesEqual(lookup, v) { |
| 262 | + return returnArray[i], nil |
| 263 | + } |
| 264 | + } |
| 265 | + if len(args) >= 4 { |
| 266 | + return args[3], nil |
| 267 | + } |
| 268 | + return nil, fmt.Errorf("XLOOKUP: value not found") |
| 269 | +} |
| 270 | + |
| 271 | +func valuesEqual(a, b interface{}) bool { |
| 272 | + if af, aok := toFloat(a); aok { |
| 273 | + if bf, bok := toFloat(b); bok { |
| 274 | + return af == bf |
| 275 | + } |
| 276 | + } |
| 277 | + as := fmt.Sprintf("%v", a) |
| 278 | + bs := fmt.Sprintf("%v", b) |
| 279 | + return as == bs |
| 280 | +} |
| 281 | + |
| 282 | +func init() { |
| 283 | + additional := map[string]formulaFunc{ |
| 284 | + "MEDIAN": evalMEDIAN, |
| 285 | + "STDEV": evalSTDEV, |
| 286 | + "STDEVP": evalSTDEVP, |
| 287 | + "VAR": evalVAR, |
| 288 | + "VARP": evalVARP, |
| 289 | + "RANK": evalRANK, |
| 290 | + "LARGE": evalLARGE, |
| 291 | + "SMALL": evalSMALL, |
| 292 | + "PERCENTILE": evalPERCENTILE, |
| 293 | + "RAND": evalRAND, |
| 294 | + "RANDBETWEEN": evalRANDBETWEEN, |
| 295 | + "IFS": evalIFS, |
| 296 | + "SWITCH": evalSWITCH, |
| 297 | + "XLOOKUP": evalXLOOKUP, |
| 298 | + } |
| 299 | + for k, v := range additional { |
| 300 | + formulaFunctions[k] = v |
| 301 | + } |
| 302 | +} |
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