senhalil
/ schema_validation_comparison.py
Last active
July 3, 2025 07:21
— forked from James-Rocker/schema_validation_comparison.py
pydantic vs pandera performance while working with dataframes
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| import time | |
| import pandas as pd | |
| import pandera as pa | |
| from pandera import Column, DataFrameSchema | |
| from pandera.engines.pandas_engine import PydanticModel | |
| from pydantic import BaseModel, Field, ValidationError | |
| # Generate a synthetic DataFrame |
senhalil
/ gist:fd5e06913523cb9d45b3123ebd186573
Last active
October 3, 2023 11:47
— forked from Ricket/gist:78bcd681db86bcbb134558428c4c6cb4
git diff -- use json_xs to pretty-print the json before diffing it
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| sudo apt-get install libjson-xs-perl | |
| echo "*.json diff=json" >> ~/.gitattributes | |
| git config --global core.attributesfile ~/.gitattributes | |
| git config --global diff.json.textconv "json_xs -e \"print JSON::XS->new->utf8->pretty->canonical->encode(\\\$_)\" -t none < \"\$1\"" |
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| Starting from a solution with an objective function value of 242288 and 8 routes (4 vehicles are empty): | |
| ----> run_ortools services(138) preassigned(138) vehicles(12) | |
| OR-Tools v7.8 | |
| Using the provided initial solution. | |
| Iteration : 0 Cost : 242288 Time : 0.0402563 | |
| Iteration : 1 Cost : 242288 Time : 0.0402988 | |
| Iteration : 2 Cost : 242288 Time : 0.123065 | |
| Iteration : 4 Cost : 242288 Time : 1.08831 | |
| Iteration : 8 Cost : 242288 Time : 3.34302 |
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| {"vrp":{"points":[{"id":"1002100_1_1_2","location":{"lat":48.865,"lon":2.3054}},{"id":"1103548_1_1_2","location":{"lat":48.8711,"lon":2.3079}},{"id":"1142617_1_1_2","location":{"lat":48.8756,"lon":2.302}},{"id":"1147052_1_1_2","location":{"lat":48.8758,"lon":2.3074}},{"id":"1104396_1_1_2","location":{"lat":48.8776,"lon":2.3056}},{"id":"1139292_1_1_2","location":{"lat":48.8767,"lon":2.3032}},{"id":"1139149_1_1_2","location":{"lat":48.8767,"lon":2.3073}},{"id":"1118656_1_1_2","location":{"lat":48.8732,"lon":2.3049}},{"id":"1123712_1_1_2","location":{"lat":48.8755,"lon":2.3023}},{"id":"1120539_1_1_2","location":{"lat":48.8739,"lon":2.303}},{"id":"1109631_1_1_2","location":{"lat":48.8774,"lon":2.3047}},{"id":"1139151_1_1_2","location":{"lat":48.8767,"lon":2.3071}},{"id":"1005088_1_1_2","location":{"lat":48.8714,"lon":2.307}},{"id":"1054022_1_1_2","location":{"lat":48.8735,"lon":2.3095}},{"id":"1052132_1_1_2","location":{"lat":48.8733,"lon":2.3058}},{"id":"1080067_1_1_2","location":{"lat":48.8755,"lon":2.3024}},{" |