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README and golden tests
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‎.nextmv/golden/python-xpress-facility-location/inputs/input.json‎

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{
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"FACILITIES": ["Elm Creek", "Emory", "Sunset"],
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"CUSTOMERS": [
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"Temple",
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"Joshua",
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"Moody",
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"Kirvin",
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"Miller's Cove",
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"Guadalupe Guerra"
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],
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"SCENARIOS": ["S1", "S2", "S3", "S4", "S5"],
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"prob": {
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"S1": 0.2,
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"S2": 0.2,
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"S3": 0.2,
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"S4": 0.2,
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"S5": 0.2
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},
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"fixed_cost": [
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{
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"City": "Elm Creek",
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"FixedCost": 1000000
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},
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{
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"City": "Emory",
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"FixedCost": 600000
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},
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{
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"City": "Sunset",
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"FixedCost": 800000
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}
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],
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"facility_capacity": [
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{
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"City": "Elm Creek",
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"Capacity": 2000
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},
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{
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"City": "Emory",
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"Capacity": 1900
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},
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{
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"City": "Sunset",
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"Capacity": 1600
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}
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],
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"variable_cost": [
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{
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"Facility": "Elm Creek",
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"Customer": "Guadalupe Guerra",
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"Distance": 297.623890758
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},
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{
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"Facility": "Elm Creek",
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"Customer": "Joshua",
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"Distance": 505.6606318977
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},
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{
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"Facility": "Elm Creek",
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"Customer": "Kirvin",
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"Distance": 519.6437634702
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},
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{
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"Facility": "Elm Creek",
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"Customer": "Miller's Cove",
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"Distance": 706.6827570413
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},
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{
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"Facility": "Elm Creek",
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"Customer": "Moody",
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"Distance": 412.2824400838
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},
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{
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"Facility": "Elm Creek",
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"Customer": "Temple",
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"Distance": 395.3941518648
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},
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{
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"Facility": "Emory",
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"Customer": "Guadalupe Guerra",
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"Distance": 786.9389368793
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},
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{
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"Facility": "Emory",
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"Customer": "Joshua",
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"Distance": 158.3719269502
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},
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{
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"Facility": "Emory",
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"Customer": "Kirvin",
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"Distance": 134.2084779985
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},
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{
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"Facility": "Emory",
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"Customer": "Miller's Cove",
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"Distance": 68.3531229709
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},
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{
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"Facility": "Emory",
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"Customer": "Moody",
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"Distance": 229.9660680318
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},
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{
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"Facility": "Emory",
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"Customer": "Temple",
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"Distance": 249.2073236813
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},
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{
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"Facility": "Sunset",
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"Customer": "Guadalupe Guerra",
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"Distance": 792.6791149946
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},
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{
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"Facility": "Sunset",
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"Customer": "Joshua",
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"Distance": 115.6918553125
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},
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{
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"Facility": "Sunset",
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"Customer": "Kirvin",
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"Distance": 230.2851131675
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},
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{
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"Facility": "Sunset",
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"Customer": "Miller's Cove",
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"Distance": 248.5501694133
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},
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{
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"Facility": "Sunset",
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"Customer": "Moody",
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"Distance": 240.935931368
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},
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{
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"Facility": "Sunset",
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"Customer": "Temple",
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"Distance": 262.7329591493
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}
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],
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"customer_demand": [
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{
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"City": "Guadalupe Guerra",
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"S1": 470,
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"S2": 425,
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"S3": 495,
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"S4": 620,
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"S5": 372
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},
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{
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"City": "Joshua",
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"S1": 561,
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"S2": 534,
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"S3": 585,
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"S4": 542,
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"S5": 491
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},
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{
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"City": "Kirvin",
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"S1": 135,
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"S2": 132,
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"S3": 234,
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"S4": 242,
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"S5": 177
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},
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{
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"City": "Miller's Cove",
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"S1": 432,
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"S2": 342,
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"S3": 565,
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"S4": 547,
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"S5": 394
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},
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{
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"City": "Moody",
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"S1": 482,
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"S2": 449,
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"S3": 288,
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"S4": 393,
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"S5": 458
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},
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{
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"City": "Temple",
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"S1": 298,
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"S2": 343,
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"S3": 387,
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"S4": 349,
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"S5": 375
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}
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]
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}

‎.nextmv/golden/python-xpress-facility-location/inputs/input.json.golden‎

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{
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"options": {
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"input": "",
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"output": "",
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"duration": 30,
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"epsilon": 1e-05,
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"max_iterations": 100
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},
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"solution": {
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"facilities": [
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"Elm Creek",
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"Emory"
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],
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"total_cost": 2076052.9158463147,
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"fixed_cost": 1600000.0,
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"variable_cost": 476052.9158463148
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},
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"statistics": {
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"run": {
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"duration": 0.02388477325439453
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},
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"result": {
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"duration": 0.0,
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"value": 2076052.9158463147,
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"custom": {
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"status": "optimal",
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"iterations": 4
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}
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},
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"schema": "v1"
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},
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"assets": []
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}

‎.nextmv/golden/python-xpress-facility-location/main_test.go‎

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package mip
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import (
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"os"
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"testing"
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"github.com/nextmv-io/sdk/golden"
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)
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func TestMain(m *testing.M) {
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code := m.Run()
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os.Exit(code)
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}
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func TestGolden(t *testing.T) {
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golden.FileTests(
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t,
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"inputs",
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golden.Config{
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Args: []string{
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"-duration",
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"30",
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},
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TransientFields: []golden.TransientField{
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{
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Key: "$.statistics.result.duration",
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Replacement: golden.StableFloat,
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},
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{
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Key: "$.statistics.run.duration",
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Replacement: golden.StableFloat,
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},
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{
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Key: "$.options.output",
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Replacement: "output.json",
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},
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{
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Key: "$.options.input",
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Replacement: "input.json",
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},
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},
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// We ignore stdout here, as it may contain community license
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// warnings depending on whether a license was set up or not (not
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// the intention of the test).
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IgnoreStdOut: true,
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ExecutionConfig: &golden.ExecutionConfig{
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Command: "python3",
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Args: []string{"../../../python-xpress-facility-location/main.py"},
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InputFlag: "-input",
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OutputFlag: "-output",
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},
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},
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)
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}

‎.nextmv/readme/python-xpress-facility-location/0.sh‎

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pip3 install -r requirements.txt

‎.nextmv/readme/python-xpress-facility-location/1.sh‎

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python3 main.py -input input.json -output output.json -duration 30

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