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https://github.com/DavidGailleton/42-Piscine_Python.git
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main
| Author | SHA1 | Date | |
|---|---|---|---|
| 2abc1adcf4 | |||
| 616258b4f5 | |||
| ab6fc8ed90 | |||
| 384ad04a08 | |||
| e460d7507e | |||
| 76206c8ac8 |
60
08/ex1/loading.py
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60
08/ex1/loading.py
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from importlib.metadata import PackageNotFoundError, version
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from numpy import ndarray
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from pandas import pandas as pd
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import matplotlib.pyplot as plt
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from os import mkdir
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def check_package(packages: dict[str, str]) -> bool:
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print("Checking dependencies:")
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imported = 0
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for package in packages:
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try:
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print(f"[\u001b[32mOK\u001b[0m] {package}\
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({version(package)}) - {packages[package]} ready")
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imported += 1
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except PackageNotFoundError:
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print(f"[\u001b[31mKO\u001b[0m] {package} -\
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{packages[package]} not ready")
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return imported == len(packages)
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def analyze(data: ndarray) -> None:
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print("Processing 1000 data points...")
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x = data[:, 0]
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y = data[:, 1].astype(float)
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plt.figure(figsize=(8, 8), dpi=1200)
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plt.plot(x, y)
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try:
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mkdir("matrix")
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except Exception:
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pass
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print("Generating visualization...\n")
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plt.savefig("matrix/_analysis.png")
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print("Analysis complete!")
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print("Results saved to: matrix/_analysis.png}")
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def main() -> None:
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print("\nLOADING STATUS: Loading programs...\n")
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if check_package(
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{
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"pandas": "Data manipulation",
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"numpy": "mathematics manipulation",
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"matplotlib": "Visualization",
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}
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):
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try:
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print("\nAnalyzing Matrix data...")
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data = pd.read_csv("meteo.csv", parse_dates=["time"]).to_numpy()
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analyze(data)
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except FileNotFoundError:
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print("File not found")
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except Exception as err:
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print(err)
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else:
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print("\nPackages not installed")
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if __name__ == "__main__":
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main()
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BIN
08/ex1/matrix/_analysis.png
Normal file
BIN
08/ex1/matrix/_analysis.png
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Binary file not shown.
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After Width: | Height: | Size: 1.2 MiB |
193
08/ex1/meteo.csv
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193
08/ex1/meteo.csv
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time,temperature
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2026-02-28T00:00,9.7
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2026-02-28T01:00,9.2
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2026-02-28T02:00,9.3
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2026-02-28T03:00,9.0
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2026-02-28T04:00,8.5
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2026-02-28T05:00,8.0
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2026-02-28T06:00,7.3
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2026-02-28T07:00,8.6
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2026-02-28T08:00,10.0
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2026-02-28T09:00,11.4
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2026-02-28T10:00,13.7
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2026-02-28T11:00,15.3
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2026-02-28T12:00,16.7
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2026-02-28T13:00,17.1
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2026-02-28T14:00,17.2
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2026-02-28T15:00,17.1
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2026-02-28T16:00,16.6
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2026-02-28T17:00,15.8
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2026-02-28T18:00,14.6
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2026-02-28T19:00,14.0
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2026-02-28T20:00,13.4
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2026-02-28T21:00,12.4
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2026-02-28T22:00,11.9
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2026-02-28T23:00,11.4
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2026-03-01T00:00,10.8
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2026-03-01T01:00,10.0
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2026-03-01T02:00,8.9
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2026-03-01T03:00,8.2
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2026-03-01T04:00,7.6
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2026-03-01T05:00,7.0
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2026-03-01T06:00,6.5
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2026-03-01T07:00,6.4
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2026-03-01T08:00,6.5
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2026-03-01T09:00,7.1
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2026-03-01T10:00,7.9
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2026-03-01T11:00,8.7
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2026-03-01T12:00,9.6
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2026-03-01T13:00,10.4
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2026-03-01T14:00,10.4
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2026-03-01T15:00,10.8
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2026-03-01T16:00,10.4
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2026-03-01T17:00,9.7
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2026-03-01T18:00,8.3
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2026-03-01T19:00,7.0
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2026-03-01T20:00,5.8
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2026-03-01T21:00,4.7
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2026-03-01T22:00,4.3
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2026-03-01T23:00,3.6
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2026-03-02T00:00,3.3
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2026-03-02T01:00,3.5
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2026-03-02T02:00,3.9
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2026-03-02T03:00,3.2
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2026-03-02T04:00,3.0
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2026-03-02T05:00,2.6
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2026-03-02T06:00,3.0
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2026-03-02T07:00,3.8
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2026-03-02T08:00,5.5
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2026-03-02T09:00,7.7
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2026-03-02T10:00,9.8
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2026-03-02T11:00,11.8
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2026-03-02T12:00,13.0
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2026-03-02T13:00,13.6
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2026-03-02T14:00,13.8
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2026-03-02T15:00,13.4
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2026-03-02T16:00,12.9
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2026-03-02T17:00,11.9
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||||||
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2026-03-02T18:00,10.1
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2026-03-02T19:00,8.7
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2026-03-02T20:00,7.5
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2026-03-02T21:00,7.0
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2026-03-02T22:00,6.0
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2026-03-02T23:00,5.3
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2026-03-03T00:00,4.7
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2026-03-03T01:00,4.1
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2026-03-03T02:00,3.4
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2026-03-03T03:00,3.0
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2026-03-03T04:00,2.4
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2026-03-03T05:00,1.7
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2026-03-03T06:00,2.3
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2026-03-03T07:00,4.0
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2026-03-03T08:00,6.0
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2026-03-03T09:00,8.0
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2026-03-03T10:00,10.5
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2026-03-03T11:00,12.5
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2026-03-03T12:00,14.0
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2026-03-03T13:00,15.1
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2026-03-03T14:00,15.3
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2026-03-03T15:00,15.4
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2026-03-03T16:00,14.6
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2026-03-03T17:00,13.3
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2026-03-03T18:00,11.8
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2026-03-03T19:00,10.5
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2026-03-03T20:00,8.7
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2026-03-03T21:00,8.5
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2026-03-03T22:00,7.8
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2026-03-03T23:00,7.5
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2026-03-04T00:00,6.8
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2026-03-04T01:00,5.9
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2026-03-04T02:00,5.1
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2026-03-04T03:00,4.7
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2026-03-04T04:00,5.1
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2026-03-04T05:00,5.0
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2026-03-04T06:00,5.4
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2026-03-04T07:00,6.0
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2026-03-04T08:00,6.6
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2026-03-04T09:00,7.9
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2026-03-04T10:00,8.4
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2026-03-04T11:00,9.4
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2026-03-04T12:00,10.0
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2026-03-04T13:00,10.8
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2026-03-04T14:00,11.2
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2026-03-04T15:00,11.0
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2026-03-04T16:00,10.4
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2026-03-04T17:00,9.1
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||||||
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2026-03-04T18:00,7.6
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2026-03-04T19:00,6.8
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||||||
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2026-03-04T20:00,6.1
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2026-03-04T21:00,5.6
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2026-03-04T22:00,3.8
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||||||
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2026-03-04T23:00,3.4
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||||||
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2026-03-05T00:00,3.0
|
||||||
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2026-03-05T01:00,2.2
|
||||||
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2026-03-05T02:00,1.5
|
||||||
|
2026-03-05T03:00,1.3
|
||||||
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2026-03-05T04:00,0.7
|
||||||
|
2026-03-05T05:00,0.3
|
||||||
|
2026-03-05T06:00,0.7
|
||||||
|
2026-03-05T07:00,2.0
|
||||||
|
2026-03-05T08:00,4.4
|
||||||
|
2026-03-05T09:00,6.8
|
||||||
|
2026-03-05T10:00,8.6
|
||||||
|
2026-03-05T11:00,10.2
|
||||||
|
2026-03-05T12:00,11.3
|
||||||
|
2026-03-05T13:00,12.3
|
||||||
|
2026-03-05T14:00,12.6
|
||||||
|
2026-03-05T15:00,12.6
|
||||||
|
2026-03-05T16:00,11.6
|
||||||
|
2026-03-05T17:00,10.1
|
||||||
|
2026-03-05T18:00,8.9
|
||||||
|
2026-03-05T19:00,7.4
|
||||||
|
2026-03-05T20:00,6.3
|
||||||
|
2026-03-05T21:00,5.3
|
||||||
|
2026-03-05T22:00,4.6
|
||||||
|
2026-03-05T23:00,3.7
|
||||||
|
2026-03-06T00:00,3.2
|
||||||
|
2026-03-06T01:00,2.9
|
||||||
|
2026-03-06T02:00,2.5
|
||||||
|
2026-03-06T03:00,2.1
|
||||||
|
2026-03-06T04:00,1.6
|
||||||
|
2026-03-06T05:00,1.0
|
||||||
|
2026-03-06T06:00,1.3
|
||||||
|
2026-03-06T07:00,2.5
|
||||||
|
2026-03-06T08:00,4.7
|
||||||
|
2026-03-06T09:00,7.7
|
||||||
|
2026-03-06T10:00,10.5
|
||||||
|
2026-03-06T11:00,12.7
|
||||||
|
2026-03-06T12:00,14.1
|
||||||
|
2026-03-06T13:00,15.0
|
||||||
|
2026-03-06T14:00,15.0
|
||||||
|
2026-03-06T15:00,14.9
|
||||||
|
2026-03-06T16:00,13.9
|
||||||
|
2026-03-06T17:00,12.4
|
||||||
|
2026-03-06T18:00,10.6
|
||||||
|
2026-03-06T19:00,8.8
|
||||||
|
2026-03-06T20:00,8.1
|
||||||
|
2026-03-06T21:00,7.3
|
||||||
|
2026-03-06T22:00,6.5
|
||||||
|
2026-03-06T23:00,5.9
|
||||||
|
2026-03-07T00:00,5.1
|
||||||
|
2026-03-07T01:00,4.6
|
||||||
|
2026-03-07T02:00,4.2
|
||||||
|
2026-03-07T03:00,3.6
|
||||||
|
2026-03-07T04:00,2.8
|
||||||
|
2026-03-07T05:00,2.9
|
||||||
|
2026-03-07T06:00,3.3
|
||||||
|
2026-03-07T07:00,4.2
|
||||||
|
2026-03-07T08:00,6.1
|
||||||
|
2026-03-07T09:00,9.0
|
||||||
|
2026-03-07T10:00,11.6
|
||||||
|
2026-03-07T11:00,13.7
|
||||||
|
2026-03-07T12:00,15.1
|
||||||
|
2026-03-07T13:00,16.2
|
||||||
|
2026-03-07T14:00,16.4
|
||||||
|
2026-03-07T15:00,16.4
|
||||||
|
2026-03-07T16:00,16.4
|
||||||
|
2026-03-07T17:00,14.7
|
||||||
|
2026-03-07T18:00,12.8
|
||||||
|
2026-03-07T19:00,11.5
|
||||||
|
2026-03-07T20:00,10.2
|
||||||
|
2026-03-07T21:00,9.0
|
||||||
|
2026-03-07T22:00,8.1
|
||||||
|
2026-03-07T23:00,7.3
|
||||||
|
984
08/ex1/poetry.lock
generated
Normal file
984
08/ex1/poetry.lock
generated
Normal file
@@ -0,0 +1,984 @@
|
|||||||
|
# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "contourpy"
|
||||||
|
version = "1.3.2"
|
||||||
|
description = "Python library for calculating contours of 2D quadrilateral grids"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.10"
|
||||||
|
groups = ["main"]
|
||||||
|
markers = "python_version == \"3.10\""
|
||||||
|
files = [
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934"},
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989"},
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9be002b31c558d1ddf1b9b415b162c603405414bacd6932d031c5b5a8b757f0d"},
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8d2e74acbcba3bfdb6d9d8384cdc4f9260cae86ed9beee8bd5f54fee49a430b9"},
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e259bced5549ac64410162adc973c5e2fb77f04df4a439d00b478e57a0e65512"},
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad687a04bc802cbe8b9c399c07162a3c35e227e2daccf1668eb1f278cb698631"},
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cdd22595308f53ef2f891040ab2b93d79192513ffccbd7fe19be7aa773a5e09f"},
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b4f54d6a2defe9f257327b0f243612dd051cc43825587520b1bf74a31e2f6ef2"},
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-win32.whl", hash = "sha256:f939a054192ddc596e031e50bb13b657ce318cf13d264f095ce9db7dc6ae81c0"},
|
||||||
|
{file = "contourpy-1.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:c440093bbc8fc21c637c03bafcbef95ccd963bc6e0514ad887932c18ca2a759a"},
|
||||||
|
{file = "contourpy-1.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6a37a2fb93d4df3fc4c0e363ea4d16f83195fc09c891bc8ce072b9d084853445"},
|
||||||
|
{file = "contourpy-1.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b7cd50c38f500bbcc9b6a46643a40e0913673f869315d8e70de0438817cb7773"},
|
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]
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||||||
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[package.dependencies]
|
||||||
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numpy = ">=1.23"
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||||||
|
|
||||||
|
[package.extras]
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||||||
|
bokeh = ["bokeh", "selenium"]
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docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
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mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.15.0)", "types-Pillow"]
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test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
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|
test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
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||||||
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[[package]]
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||||||
|
name = "contourpy"
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|
version = "1.3.3"
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||||||
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description = "Python library for calculating contours of 2D quadrilateral grids"
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optional = false
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||||||
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]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
numpy = ">=1.25"
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
bokeh = ["bokeh", "selenium"]
|
||||||
|
docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
|
||||||
|
mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.17.0)", "types-Pillow"]
|
||||||
|
test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
|
||||||
|
test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "cycler"
|
||||||
|
version = "0.12.1"
|
||||||
|
description = "Composable style cycles"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.8"
|
||||||
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groups = ["main"]
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files = [
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]
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||||||
|
|
||||||
|
[package.extras]
|
||||||
|
docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
|
||||||
|
tests = ["pytest", "pytest-cov", "pytest-xdist"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "fonttools"
|
||||||
|
version = "4.61.1"
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||||||
|
description = "Tools to manipulate font files"
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||||||
|
optional = false
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||||||
|
python-versions = ">=3.10"
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||||||
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||||||
|
]
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.45.0)", "unicodedata2 (>=17.0.0) ; python_version <= \"3.14\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"]
|
||||||
|
graphite = ["lz4 (>=1.7.4.2)"]
|
||||||
|
interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""]
|
||||||
|
lxml = ["lxml (>=4.0)"]
|
||||||
|
pathops = ["skia-pathops (>=0.5.0)"]
|
||||||
|
plot = ["matplotlib"]
|
||||||
|
repacker = ["uharfbuzz (>=0.45.0)"]
|
||||||
|
symfont = ["sympy"]
|
||||||
|
type1 = ["xattr ; sys_platform == \"darwin\""]
|
||||||
|
unicode = ["unicodedata2 (>=17.0.0) ; python_version <= \"3.14\""]
|
||||||
|
woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "kiwisolver"
|
||||||
|
version = "1.4.9"
|
||||||
|
description = "A fast implementation of the Cassowary constraint solver"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.10"
|
||||||
|
groups = ["main"]
|
||||||
|
files = [
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||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "matplotlib"
|
||||||
|
version = "3.10.8"
|
||||||
|
description = "Python plotting package"
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||||||
|
optional = false
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||||||
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python-versions = ">=3.10"
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groups = ["main"]
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||||||
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]
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|
||||||
|
[package.dependencies]
|
||||||
|
numpy = {version = ">=1.22.4", markers = "python_version < \"3.11\""}
|
||||||
|
python-dateutil = ">=2.8.2"
|
||||||
|
pytz = ">=2020.1"
|
||||||
|
tzdata = ">=2022.7"
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||||||
|
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||||||
|
[package.extras]
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||||||
|
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aws = ["s3fs (>=2022.11.0)"]
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clipboard = ["PyQt5 (>=5.15.9)", "qtpy (>=2.3.0)"]
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compression = ["zstandard (>=0.19.0)"]
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computation = ["scipy (>=1.10.0)", "xarray (>=2022.12.0)"]
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consortium-standard = ["dataframe-api-compat (>=0.1.7)"]
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excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.1.0)", "python-calamine (>=0.1.7)", "pyxlsb (>=1.0.10)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.5)"]
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feather = ["pyarrow (>=10.0.1)"]
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gcp = ["gcsfs (>=2022.11.0)", "pandas-gbq (>=0.19.0)"]
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hdf5 = ["tables (>=3.8.0)"]
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html = ["beautifulsoup4 (>=4.11.2)", "html5lib (>=1.1)", "lxml (>=4.9.2)"]
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mysql = ["SQLAlchemy (>=2.0.0)", "pymysql (>=1.0.2)"]
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output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.9.0)"]
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parquet = ["pyarrow (>=10.0.1)"]
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performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"]
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plot = ["matplotlib (>=3.6.3)"]
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postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"]
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pyarrow = ["pyarrow (>=10.0.1)"]
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spss = ["pyreadstat (>=1.2.0)"]
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sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"]
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test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
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||||||
|
xml = ["lxml (>=4.9.2)"]
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||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "pandas"
|
||||||
|
version = "3.0.1"
|
||||||
|
description = "Powerful data structures for data analysis, time series, and statistics"
|
||||||
|
optional = false
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||||||
|
python-versions = ">=3.11"
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groups = ["main"]
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
|
{file = "pandas-3.0.1.tar.gz", hash = "sha256:4186a699674af418f655dbd420ed87f50d56b4cd6603784279d9eef6627823c8"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
numpy = [
|
||||||
|
{version = ">=1.26.0", markers = "python_version < \"3.14\""},
|
||||||
|
{version = ">=2.3.3", markers = "python_version >= \"3.14\""},
|
||||||
|
]
|
||||||
|
python-dateutil = ">=2.8.2"
|
||||||
|
tzdata = {version = "*", markers = "sys_platform == \"win32\" or sys_platform == \"emscripten\""}
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
all = ["PyQt5 (>=5.15.9)", "SQLAlchemy (>=2.0.36)", "adbc-driver-postgresql (>=1.2.0)", "adbc-driver-sqlite (>=1.2.0)", "beautifulsoup4 (>=4.12.3)", "bottleneck (>=1.4.2)", "fastparquet (>=2024.11.0)", "fsspec (>=2024.10.0)", "gcsfs (>=2024.10.0)", "html5lib (>=1.1)", "hypothesis (>=6.116.0)", "jinja2 (>=3.1.5)", "lxml (>=5.3.0)", "matplotlib (>=3.9.3)", "numba (>=0.60.0)", "numexpr (>=2.10.2)", "odfpy (>=1.4.1)", "openpyxl (>=3.1.5)", "psycopg2 (>=2.9.10)", "pyarrow (>=13.0.0)", "pyiceberg (>=0.8.1)", "pymysql (>=1.1.1)", "pyreadstat (>=1.2.8)", "pytest (>=8.3.4)", "pytest-xdist (>=3.6.1)", "python-calamine (>=0.3.0)", "pytz (>=2024.2)", "pyxlsb (>=1.0.10)", "qtpy (>=2.4.2)", "s3fs (>=2024.10.0)", "scipy (>=1.14.1)", "tables (>=3.10.1)", "tabulate (>=0.9.0)", "xarray (>=2024.10.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.2.0)", "zstandard (>=0.23.0)"]
|
||||||
|
aws = ["s3fs (>=2024.10.0)"]
|
||||||
|
clipboard = ["PyQt5 (>=5.15.9)", "qtpy (>=2.4.2)"]
|
||||||
|
compression = ["zstandard (>=0.23.0)"]
|
||||||
|
computation = ["scipy (>=1.14.1)", "xarray (>=2024.10.0)"]
|
||||||
|
excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.1.5)", "python-calamine (>=0.3.0)", "pyxlsb (>=1.0.10)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.2.0)"]
|
||||||
|
feather = ["pyarrow (>=13.0.0)"]
|
||||||
|
fss = ["fsspec (>=2024.10.0)"]
|
||||||
|
gcp = ["gcsfs (>=2024.10.0)"]
|
||||||
|
hdf5 = ["tables (>=3.10.1)"]
|
||||||
|
html = ["beautifulsoup4 (>=4.12.3)", "html5lib (>=1.1)", "lxml (>=5.3.0)"]
|
||||||
|
iceberg = ["pyiceberg (>=0.8.1)"]
|
||||||
|
mysql = ["SQLAlchemy (>=2.0.36)", "pymysql (>=1.1.1)"]
|
||||||
|
output-formatting = ["jinja2 (>=3.1.5)", "tabulate (>=0.9.0)"]
|
||||||
|
parquet = ["pyarrow (>=13.0.0)"]
|
||||||
|
performance = ["bottleneck (>=1.4.2)", "numba (>=0.60.0)", "numexpr (>=2.10.2)"]
|
||||||
|
plot = ["matplotlib (>=3.9.3)"]
|
||||||
|
postgresql = ["SQLAlchemy (>=2.0.36)", "adbc-driver-postgresql (>=1.2.0)", "psycopg2 (>=2.9.10)"]
|
||||||
|
pyarrow = ["pyarrow (>=13.0.0)"]
|
||||||
|
spss = ["pyreadstat (>=1.2.8)"]
|
||||||
|
sql-other = ["SQLAlchemy (>=2.0.36)", "adbc-driver-postgresql (>=1.2.0)", "adbc-driver-sqlite (>=1.2.0)"]
|
||||||
|
test = ["hypothesis (>=6.116.0)", "pytest (>=8.3.4)", "pytest-xdist (>=3.6.1)"]
|
||||||
|
timezone = ["pytz (>=2024.2)"]
|
||||||
|
xml = ["lxml (>=5.3.0)"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "pillow"
|
||||||
|
version = "12.1.1"
|
||||||
|
description = "Python Imaging Library (fork)"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.10"
|
||||||
|
groups = ["main"]
|
||||||
|
files = [
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||||||
|
{file = "pillow-12.1.1-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:472a8d7ded663e6162dafdf20015c486a7009483ca671cece7a9279b512fcb13"},
|
||||||
|
{file = "pillow-12.1.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:89b54027a766529136a06cfebeecb3a04900397a3590fd252160b888479517bf"},
|
||||||
|
{file = "pillow-12.1.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:86172b0831b82ce4f7877f280055892b31179e1576aa00d0df3bb1bbf8c3e524"},
|
||||||
|
{file = "pillow-12.1.1-cp313-cp313t-win32.whl", hash = "sha256:44ce27545b6efcf0fdbdceb31c9a5bdea9333e664cda58a7e674bb74608b3986"},
|
||||||
|
{file = "pillow-12.1.1-cp313-cp313t-win_amd64.whl", hash = "sha256:a285e3eb7a5a45a2ff504e31f4a8d1b12ef62e84e5411c6804a42197c1cf586c"},
|
||||||
|
{file = "pillow-12.1.1-cp313-cp313t-win_arm64.whl", hash = "sha256:cc7d296b5ea4d29e6570dabeaed58d31c3fea35a633a69679fb03d7664f43fb3"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:417423db963cb4be8bac3fc1204fe61610f6abeed1580a7a2cbb2fbda20f12af"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:b957b71c6b2387610f556a7eb0828afbe40b4a98036fc0d2acfa5a44a0c2036f"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:097690ba1f2efdeb165a20469d59d8bb03c55fb6621eb2041a060ae8ea3e9642"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:2815a87ab27848db0321fb78c7f0b2c8649dee134b7f2b80c6a45c6831d75ccd"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:f7ed2c6543bad5a7d5530eb9e78c53132f93dfa44a28492db88b41cdab885202"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:652a2c9ccfb556235b2b501a3a7cf3742148cd22e04b5625c5fe057ea3e3191f"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d6e4571eedf43af33d0fc233a382a76e849badbccdf1ac438841308652a08e1f"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b574c51cf7d5d62e9be37ba446224b59a2da26dc4c1bb2ecbe936a4fb1a7cb7f"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a37691702ed687799de29a518d63d4682d9016932db66d4e90c345831b02fb4e"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:f95c00d5d6700b2b890479664a06e754974848afaae5e21beb4d83c106923fd0"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:559b38da23606e68681337ad74622c4dbba02254fc9cb4488a305dd5975c7eeb"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-win32.whl", hash = "sha256:03edcc34d688572014ff223c125a3f77fb08091e4607e7745002fc214070b35f"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-win_amd64.whl", hash = "sha256:50480dcd74fa63b8e78235957d302d98d98d82ccbfac4c7e12108ba9ecbdba15"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314-win_arm64.whl", hash = "sha256:5cb1785d97b0c3d1d1a16bc1d710c4a0049daefc4935f3a8f31f827f4d3d2e7f"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:1f90cff8aa76835cba5769f0b3121a22bd4eb9e6884cfe338216e557a9a548b8"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1f1be78ce9466a7ee64bfda57bdba0f7cc499d9794d518b854816c41bf0aa4e9"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:42fc1f4677106188ad9a55562bbade416f8b55456f522430fadab3cef7cd4e60"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:98edb152429ab62a1818039744d8fbb3ccab98a7c29fc3d5fcef158f3f1f68b7"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d470ab1178551dd17fdba0fef463359c41aaa613cdcd7ff8373f54be629f9f8f"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6408a7b064595afcab0a49393a413732a35788f2a5092fdc6266952ed67de586"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5d8c41325b382c07799a3682c1c258469ea2ff97103c53717b7893862d0c98ce"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c7697918b5be27424e9ce568193efd13d925c4481dd364e43f5dff72d33e10f8"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-win32.whl", hash = "sha256:d2912fd8114fc5545aa3a4b5576512f64c55a03f3ebcca4c10194d593d43ea36"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-win_amd64.whl", hash = "sha256:4ceb838d4bd9dab43e06c363cab2eebf63846d6a4aeaea283bbdfd8f1a8ed58b"},
|
||||||
|
{file = "pillow-12.1.1-cp314-cp314t-win_arm64.whl", hash = "sha256:7b03048319bfc6170e93bd60728a1af51d3dd7704935feb228c4d4faab35d334"},
|
||||||
|
{file = "pillow-12.1.1-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:600fd103672b925fe62ed08e0d874ea34d692474df6f4bf7ebe148b30f89f39f"},
|
||||||
|
{file = "pillow-12.1.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:665e1b916b043cef294bc54d47bf02d87e13f769bc4bc5fa225a24b3a6c5aca9"},
|
||||||
|
{file = "pillow-12.1.1-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:495c302af3aad1ca67420ddd5c7bd480c8867ad173528767d906428057a11f0e"},
|
||||||
|
{file = "pillow-12.1.1-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8fd420ef0c52c88b5a035a0886f367748c72147b2b8f384c9d12656678dfdfa9"},
|
||||||
|
{file = "pillow-12.1.1-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f975aa7ef9684ce7e2c18a3aa8f8e2106ce1e46b94ab713d156b2898811651d3"},
|
||||||
|
{file = "pillow-12.1.1-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8089c852a56c2966cf18835db62d9b34fef7ba74c726ad943928d494fa7f4735"},
|
||||||
|
{file = "pillow-12.1.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:cb9bb857b2d057c6dfc72ac5f3b44836924ba15721882ef103cecb40d002d80e"},
|
||||||
|
{file = "pillow-12.1.1.tar.gz", hash = "sha256:9ad8fa5937ab05218e2b6a4cff30295ad35afd2f83ac592e68c0d871bb0fdbc4"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
docs = ["furo", "olefile", "sphinx (>=8.2)", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
|
||||||
|
fpx = ["olefile"]
|
||||||
|
mic = ["olefile"]
|
||||||
|
test-arrow = ["arro3-compute", "arro3-core", "nanoarrow", "pyarrow"]
|
||||||
|
tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma (>=5)", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "trove-classifiers (>=2024.10.12)"]
|
||||||
|
xmp = ["defusedxml"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "pyparsing"
|
||||||
|
version = "3.3.2"
|
||||||
|
description = "pyparsing - Classes and methods to define and execute parsing grammars"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.9"
|
||||||
|
groups = ["main"]
|
||||||
|
files = [
|
||||||
|
{file = "pyparsing-3.3.2-py3-none-any.whl", hash = "sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d"},
|
||||||
|
{file = "pyparsing-3.3.2.tar.gz", hash = "sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
diagrams = ["jinja2", "railroad-diagrams"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "python-dateutil"
|
||||||
|
version = "2.9.0.post0"
|
||||||
|
description = "Extensions to the standard Python datetime module"
|
||||||
|
optional = false
|
||||||
|
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
|
||||||
|
groups = ["main"]
|
||||||
|
files = [
|
||||||
|
{file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
|
||||||
|
{file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
six = ">=1.5"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "pytz"
|
||||||
|
version = "2026.1.post1"
|
||||||
|
description = "World timezone definitions, modern and historical"
|
||||||
|
optional = false
|
||||||
|
python-versions = "*"
|
||||||
|
groups = ["main"]
|
||||||
|
markers = "python_version == \"3.10\""
|
||||||
|
files = [
|
||||||
|
{file = "pytz-2026.1.post1-py2.py3-none-any.whl", hash = "sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a"},
|
||||||
|
{file = "pytz-2026.1.post1.tar.gz", hash = "sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "six"
|
||||||
|
version = "1.17.0"
|
||||||
|
description = "Python 2 and 3 compatibility utilities"
|
||||||
|
optional = false
|
||||||
|
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
|
||||||
|
groups = ["main"]
|
||||||
|
files = [
|
||||||
|
{file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
|
||||||
|
{file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "tzdata"
|
||||||
|
version = "2025.3"
|
||||||
|
description = "Provider of IANA time zone data"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=2"
|
||||||
|
groups = ["main"]
|
||||||
|
markers = "sys_platform == \"win32\" or sys_platform == \"emscripten\" or python_version == \"3.10\""
|
||||||
|
files = [
|
||||||
|
{file = "tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"},
|
||||||
|
{file = "tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[metadata]
|
||||||
|
lock-version = "2.1"
|
||||||
|
python-versions = ">=3.10"
|
||||||
|
content-hash = "870a0670af1ce4f6de547b9d027a5a952b895066c9f91ebea1da2ae3cbb1eddd"
|
||||||
16
08/ex1/pyproject.toml
Normal file
16
08/ex1/pyproject.toml
Normal file
@@ -0,0 +1,16 @@
|
|||||||
|
[project]
|
||||||
|
|
||||||
|
name = "ex1"
|
||||||
|
|
||||||
|
version = "1.0.0"
|
||||||
|
|
||||||
|
requires-python = ">=3.10"
|
||||||
|
|
||||||
|
dependencies = [
|
||||||
|
"pandas",
|
||||||
|
"numpy",
|
||||||
|
"matplotlib",
|
||||||
|
]
|
||||||
|
|
||||||
|
[tool.poetry]
|
||||||
|
package-mode = false
|
||||||
3
08/ex1/requirements.txt
Normal file
3
08/ex1/requirements.txt
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
pandas
|
||||||
|
numpy
|
||||||
|
matplotlib
|
||||||
5
08/ex2/.env.example
Normal file
5
08/ex2/.env.example
Normal file
@@ -0,0 +1,5 @@
|
|||||||
|
MATRIX_MODE="" # "development" or "production"
|
||||||
|
DATABASE_URL="" # Connection string for data storage
|
||||||
|
API_KEY="" # Secret key for external services
|
||||||
|
LOG_LEVEL="" # Logging verbosity
|
||||||
|
ZION_ENDPOINT="" # URL for the resistance network
|
||||||
1
08/ex2/.gitignore
vendored
Normal file
1
08/ex2/.gitignore
vendored
Normal file
@@ -0,0 +1 @@
|
|||||||
|
.env
|
||||||
48
08/ex2/oracle.py
Normal file
48
08/ex2/oracle.py
Normal file
@@ -0,0 +1,48 @@
|
|||||||
|
import os
|
||||||
|
from dotenv import load_dotenv
|
||||||
|
|
||||||
|
|
||||||
|
def check_env() -> None:
|
||||||
|
configs = [
|
||||||
|
"MATRIX_MODE",
|
||||||
|
"DATABASE_URL",
|
||||||
|
"API_KEY",
|
||||||
|
"LOG_LEVEL",
|
||||||
|
"ZION_ENDPOINT",
|
||||||
|
]
|
||||||
|
for config in configs:
|
||||||
|
if os.getenv(config) is None or os.getenv(config) == "":
|
||||||
|
raise Exception(f"{config} var isn't instanciate in dotenv")
|
||||||
|
if (
|
||||||
|
os.getenv("MATRIX_MODE") != "development"
|
||||||
|
and os.getenv("MATRIX_MODE") != "production"
|
||||||
|
):
|
||||||
|
raise Exception("MATRIX_MODE value isn't manage")
|
||||||
|
|
||||||
|
|
||||||
|
def print_env() -> None:
|
||||||
|
print("Configuration loaded:")
|
||||||
|
print(f"Mode: {os.getenv('MATRIX_MODE')}")
|
||||||
|
print("Database: Connected to local instance")
|
||||||
|
print("API Access: Authenticated")
|
||||||
|
print(f"Log Level: {os.getenv('LOG_LEV')}")
|
||||||
|
print("Zion Network: Online")
|
||||||
|
|
||||||
|
|
||||||
|
def main() -> None:
|
||||||
|
try:
|
||||||
|
print("\nORACLE STATUS: Reading the Matrix...\n")
|
||||||
|
load_dotenv()
|
||||||
|
check_env()
|
||||||
|
print_env()
|
||||||
|
print("\nEnvironment security check:")
|
||||||
|
print("[OK] No hardcoded secrets detected")
|
||||||
|
print("[OK] .env file properly configured")
|
||||||
|
print("[OK] Production overrides available")
|
||||||
|
print("The Oracle sees all configurations.")
|
||||||
|
except Exception as err:
|
||||||
|
print(err)
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
main()
|
||||||
237
09/data_exporter.py
Normal file
237
09/data_exporter.py
Normal file
@@ -0,0 +1,237 @@
|
|||||||
|
#!/usr/bin/env python3
|
||||||
|
"""
|
||||||
|
Data export utilities for the Cosmic Data Observatory
|
||||||
|
Exports generated data to JSON, CSV, and Python formats for testing
|
||||||
|
"""
|
||||||
|
|
||||||
|
import json
|
||||||
|
import csv
|
||||||
|
from pathlib import Path
|
||||||
|
from typing import List, Dict, Any, Union
|
||||||
|
from data_generator import SpaceStationGenerator, AlienContactGenerator, CrewMissionGenerator, DataConfig
|
||||||
|
|
||||||
|
|
||||||
|
class DataExporter:
|
||||||
|
"""Handles data export in multiple formats"""
|
||||||
|
|
||||||
|
def __init__(self, output_dir: str = "generated_data"):
|
||||||
|
self.output_dir = Path(output_dir)
|
||||||
|
self.output_dir.mkdir(exist_ok=True)
|
||||||
|
|
||||||
|
def export_to_json(self, data: List[Dict[str, Any]], filename: str) -> Path:
|
||||||
|
"""Export data to JSON format"""
|
||||||
|
filepath = self.output_dir / f"{filename}.json"
|
||||||
|
|
||||||
|
with open(filepath, 'w', encoding='utf-8') as f:
|
||||||
|
json.dump(data, f, indent=2, ensure_ascii=False)
|
||||||
|
|
||||||
|
return filepath
|
||||||
|
|
||||||
|
def export_to_csv(self, data: List[Dict[str, Any]], filename: str) -> Path:
|
||||||
|
"""Export flat data to CSV format"""
|
||||||
|
if not data:
|
||||||
|
return None
|
||||||
|
|
||||||
|
filepath = self.output_dir / f"{filename}.csv"
|
||||||
|
|
||||||
|
# Handle nested data by flattening
|
||||||
|
flat_data = []
|
||||||
|
for item in data:
|
||||||
|
flat_item = self._flatten_dict(item)
|
||||||
|
flat_data.append(flat_item)
|
||||||
|
|
||||||
|
# Get all unique keys for CSV headers
|
||||||
|
all_keys = set()
|
||||||
|
for item in flat_data:
|
||||||
|
all_keys.update(item.keys())
|
||||||
|
|
||||||
|
with open(filepath, 'w', newline='', encoding='utf-8') as f:
|
||||||
|
writer = csv.DictWriter(f, fieldnames=sorted(all_keys))
|
||||||
|
writer.writeheader()
|
||||||
|
writer.writerows(flat_data)
|
||||||
|
|
||||||
|
return filepath
|
||||||
|
|
||||||
|
def export_to_python(self, data: List[Dict[str, Any]], filename: str, variable_name: str) -> Path:
|
||||||
|
"""Export data as Python variable for direct import"""
|
||||||
|
filepath = self.output_dir / f"{filename}.py"
|
||||||
|
|
||||||
|
with open(filepath, 'w', encoding='utf-8') as f:
|
||||||
|
f.write(f'"""\nGenerated test data for {filename}\n"""\n\n')
|
||||||
|
# Use repr() to get proper Python syntax instead of JSON
|
||||||
|
f.write(f'{variable_name} = {self._format_python_data(data)}\n')
|
||||||
|
|
||||||
|
return filepath
|
||||||
|
|
||||||
|
def _format_python_data(self, data: Any, indent: int = 0) -> str:
|
||||||
|
"""Format data as valid Python code with proper True/False/None"""
|
||||||
|
indent_str = ' ' * indent
|
||||||
|
next_indent_str = ' ' * (indent + 1)
|
||||||
|
|
||||||
|
if data is None:
|
||||||
|
return 'None'
|
||||||
|
elif isinstance(data, bool):
|
||||||
|
return 'True' if data else 'False'
|
||||||
|
elif isinstance(data, (int, float)):
|
||||||
|
return str(data)
|
||||||
|
elif isinstance(data, str):
|
||||||
|
# Escape quotes and format as Python string
|
||||||
|
return repr(data)
|
||||||
|
elif isinstance(data, list):
|
||||||
|
if not data:
|
||||||
|
return '[]'
|
||||||
|
items = []
|
||||||
|
for item in data:
|
||||||
|
formatted_item = self._format_python_data(item, indent + 1)
|
||||||
|
items.append(f'{next_indent_str}{formatted_item}')
|
||||||
|
return '[\n' + ',\n'.join(items) + f'\n{indent_str}]'
|
||||||
|
elif isinstance(data, dict):
|
||||||
|
if not data:
|
||||||
|
return '{}'
|
||||||
|
items = []
|
||||||
|
for key, value in data.items():
|
||||||
|
formatted_value = self._format_python_data(value, indent + 1)
|
||||||
|
items.append(f'{next_indent_str}{repr(key)}: {formatted_value}')
|
||||||
|
return '{\n' + ',\n'.join(items) + f'\n{indent_str}}}'
|
||||||
|
else:
|
||||||
|
return repr(data)
|
||||||
|
|
||||||
|
def _flatten_dict(self, d: Dict[str, Any], parent_key: str = '', sep: str = '_') -> Dict[str, Any]:
|
||||||
|
"""Flatten nested dictionary for CSV export"""
|
||||||
|
items = []
|
||||||
|
|
||||||
|
for k, v in d.items():
|
||||||
|
new_key = f"{parent_key}{sep}{k}" if parent_key else k
|
||||||
|
|
||||||
|
if isinstance(v, dict):
|
||||||
|
items.extend(self._flatten_dict(v, new_key, sep=sep).items())
|
||||||
|
elif isinstance(v, list) and v and isinstance(v[0], dict):
|
||||||
|
# Handle list of dictionaries by creating numbered entries
|
||||||
|
for i, item in enumerate(v):
|
||||||
|
if isinstance(item, dict):
|
||||||
|
items.extend(self._flatten_dict(item, f"{new_key}_{i}", sep=sep).items())
|
||||||
|
else:
|
||||||
|
items.append((f"{new_key}_{i}", item))
|
||||||
|
elif isinstance(v, list):
|
||||||
|
# Simple list - join as string
|
||||||
|
items.append((new_key, ', '.join(map(str, v))))
|
||||||
|
else:
|
||||||
|
items.append((new_key, v))
|
||||||
|
|
||||||
|
return dict(items)
|
||||||
|
|
||||||
|
|
||||||
|
def generate_all_datasets():
|
||||||
|
"""Generate complete datasets for all exercise types"""
|
||||||
|
config = DataConfig()
|
||||||
|
exporter = DataExporter()
|
||||||
|
|
||||||
|
print("🔄 Generating complete datasets...")
|
||||||
|
|
||||||
|
# Generate space station data
|
||||||
|
station_gen = SpaceStationGenerator(config)
|
||||||
|
stations = station_gen.generate_station_data(10)
|
||||||
|
|
||||||
|
# Generate alien contact data
|
||||||
|
contact_gen = AlienContactGenerator(config)
|
||||||
|
contacts = contact_gen.generate_contact_data(15)
|
||||||
|
|
||||||
|
# Generate mission data
|
||||||
|
mission_gen = CrewMissionGenerator(config)
|
||||||
|
missions = mission_gen.generate_mission_data(5)
|
||||||
|
|
||||||
|
# Export in multiple formats
|
||||||
|
datasets = [
|
||||||
|
(stations, "space_stations", "SPACE_STATIONS"),
|
||||||
|
(contacts, "alien_contacts", "ALIEN_CONTACTS"),
|
||||||
|
(missions, "space_missions", "SPACE_MISSIONS")
|
||||||
|
]
|
||||||
|
|
||||||
|
exported_files = []
|
||||||
|
|
||||||
|
for data, filename, var_name in datasets:
|
||||||
|
# Export to JSON
|
||||||
|
json_file = exporter.export_to_json(data, filename)
|
||||||
|
exported_files.append(json_file)
|
||||||
|
|
||||||
|
# Export to Python
|
||||||
|
py_file = exporter.export_to_python(data, filename, var_name)
|
||||||
|
exported_files.append(py_file)
|
||||||
|
|
||||||
|
# Export to CSV (only for non-nested data)
|
||||||
|
if filename != "space_missions": # Missions have nested crew data
|
||||||
|
csv_file = exporter.export_to_csv(data, filename)
|
||||||
|
if csv_file:
|
||||||
|
exported_files.append(csv_file)
|
||||||
|
|
||||||
|
print(f"✅ Generated {len(exported_files)} data files:")
|
||||||
|
for file_path in exported_files:
|
||||||
|
print(f" 📄 {file_path}")
|
||||||
|
|
||||||
|
return exported_files
|
||||||
|
|
||||||
|
|
||||||
|
def create_test_scenarios():
|
||||||
|
"""Create specific test scenarios for validation testing"""
|
||||||
|
config = DataConfig()
|
||||||
|
exporter = DataExporter()
|
||||||
|
|
||||||
|
# Invalid space station data
|
||||||
|
invalid_stations = [
|
||||||
|
{
|
||||||
|
"station_id": "TOOLONG123456", # Too long
|
||||||
|
"name": "Test Station",
|
||||||
|
"crew_size": 25, # Too many crew
|
||||||
|
"power_level": 85.0,
|
||||||
|
"oxygen_level": 92.0,
|
||||||
|
"last_maintenance": "2024-01-15T10:30:00",
|
||||||
|
"is_operational": True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "TS", # Too short
|
||||||
|
"name": "", # Empty name
|
||||||
|
"crew_size": 0, # No crew
|
||||||
|
"power_level": -10.0, # Negative power
|
||||||
|
"oxygen_level": 150.0, # Over 100%
|
||||||
|
"last_maintenance": "2024-01-15T10:30:00",
|
||||||
|
"is_operational": True
|
||||||
|
}
|
||||||
|
]
|
||||||
|
|
||||||
|
# Invalid alien contacts
|
||||||
|
invalid_contacts = [
|
||||||
|
{
|
||||||
|
"contact_id": "WRONG_FORMAT", # Doesn't start with AC
|
||||||
|
"timestamp": "2024-01-15T14:30:00",
|
||||||
|
"location": "Area 51",
|
||||||
|
"contact_type": "radio",
|
||||||
|
"signal_strength": 8.5,
|
||||||
|
"duration_minutes": 45,
|
||||||
|
"witness_count": 5,
|
||||||
|
"message_received": None, # Strong signal without message
|
||||||
|
"is_verified": False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_002",
|
||||||
|
"timestamp": "2024-01-16T09:15:00",
|
||||||
|
"location": "Roswell",
|
||||||
|
"contact_type": "telepathic",
|
||||||
|
"signal_strength": 6.2,
|
||||||
|
"duration_minutes": 30,
|
||||||
|
"witness_count": 1, # Too few witnesses for telepathic
|
||||||
|
"message_received": None,
|
||||||
|
"is_verified": False
|
||||||
|
}
|
||||||
|
]
|
||||||
|
|
||||||
|
# Export test scenarios
|
||||||
|
exporter.export_to_json(invalid_stations, "invalid_stations")
|
||||||
|
exporter.export_to_json(invalid_contacts, "invalid_contacts")
|
||||||
|
|
||||||
|
print("🧪 Created validation test scenarios")
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
generate_all_datasets()
|
||||||
|
create_test_scenarios()
|
||||||
|
print("\n🎯 All data files ready for testing!")
|
||||||
302
09/data_generator.py
Normal file
302
09/data_generator.py
Normal file
@@ -0,0 +1,302 @@
|
|||||||
|
#!/usr/bin/env python3
|
||||||
|
"""
|
||||||
|
Cosmic Data Observatory - Data Generator
|
||||||
|
Generates realistic test data for space station monitoring, alien contacts, and crew missions.
|
||||||
|
"""
|
||||||
|
|
||||||
|
import random
|
||||||
|
from datetime import datetime, timedelta
|
||||||
|
from typing import List, Dict, Any
|
||||||
|
from dataclasses import dataclass
|
||||||
|
|
||||||
|
|
||||||
|
@dataclass
|
||||||
|
class DataConfig:
|
||||||
|
"""Configuration parameters for data generation"""
|
||||||
|
seed: int = 42
|
||||||
|
base_date: datetime = datetime(2024, 1, 1)
|
||||||
|
date_range_days: int = 365
|
||||||
|
|
||||||
|
|
||||||
|
class SpaceStationGenerator:
|
||||||
|
"""Generates space station monitoring data"""
|
||||||
|
|
||||||
|
STATION_NAMES = [
|
||||||
|
"International Space Station", "Lunar Gateway", "Mars Orbital Platform",
|
||||||
|
"Europa Research Station", "Titan Mining Outpost", "Asteroid Belt Relay",
|
||||||
|
"Deep Space Observatory", "Solar Wind Monitor", "Quantum Communications Hub"
|
||||||
|
]
|
||||||
|
|
||||||
|
STATION_PREFIXES = ["ISS", "LGW", "MOP", "ERS", "TMO", "ABR", "DSO", "SWM", "QCH"]
|
||||||
|
|
||||||
|
def __init__(self, config: DataConfig):
|
||||||
|
self.config = config
|
||||||
|
random.seed(config.seed)
|
||||||
|
|
||||||
|
def generate_station_data(self, count: int = 5) -> List[Dict[str, Any]]:
|
||||||
|
"""Generate multiple space station records"""
|
||||||
|
stations = []
|
||||||
|
|
||||||
|
for i in range(count):
|
||||||
|
station_id = f"{random.choice(self.STATION_PREFIXES)}{random.randint(100, 999)}"
|
||||||
|
name = random.choice(self.STATION_NAMES)
|
||||||
|
|
||||||
|
# Realistic operational parameters
|
||||||
|
crew_size = random.randint(3, 12)
|
||||||
|
power_level = round(random.uniform(70.0, 98.5), 1)
|
||||||
|
oxygen_level = round(random.uniform(85.0, 99.2), 1)
|
||||||
|
|
||||||
|
# Recent maintenance date
|
||||||
|
days_ago = random.randint(1, 180)
|
||||||
|
maintenance_date = self.config.base_date - timedelta(days=days_ago)
|
||||||
|
|
||||||
|
# Operational status based on system health
|
||||||
|
is_operational = power_level > 75.0 and oxygen_level > 90.0
|
||||||
|
|
||||||
|
# Optional maintenance notes
|
||||||
|
notes = None
|
||||||
|
if not is_operational:
|
||||||
|
notes = "System diagnostics required"
|
||||||
|
elif random.random() < 0.3:
|
||||||
|
notes = "All systems nominal"
|
||||||
|
|
||||||
|
stations.append({
|
||||||
|
"station_id": station_id,
|
||||||
|
"name": name,
|
||||||
|
"crew_size": crew_size,
|
||||||
|
"power_level": power_level,
|
||||||
|
"oxygen_level": oxygen_level,
|
||||||
|
"last_maintenance": maintenance_date.isoformat(),
|
||||||
|
"is_operational": is_operational,
|
||||||
|
"notes": notes
|
||||||
|
})
|
||||||
|
|
||||||
|
return stations
|
||||||
|
|
||||||
|
|
||||||
|
class AlienContactGenerator:
|
||||||
|
"""Generates alien contact report data"""
|
||||||
|
|
||||||
|
LOCATIONS = [
|
||||||
|
"Area 51, Nevada", "Roswell, New Mexico", "SETI Institute, California",
|
||||||
|
"Arecibo Observatory, Puerto Rico", "Atacama Desert, Chile",
|
||||||
|
"Antarctic Research Station", "International Space Station",
|
||||||
|
"Mauna Kea Observatory, Hawaii", "Very Large Array, New Mexico"
|
||||||
|
]
|
||||||
|
|
||||||
|
CONTACT_TYPES = ["radio", "visual", "physical", "telepathic"]
|
||||||
|
|
||||||
|
MESSAGES = [
|
||||||
|
"Greetings from Zeta Reticuli",
|
||||||
|
"Mathematical sequence detected: prime numbers",
|
||||||
|
"Coordinates to star system received",
|
||||||
|
"Warning about solar flare activity",
|
||||||
|
"Request for peaceful contact",
|
||||||
|
"Unknown language pattern identified"
|
||||||
|
]
|
||||||
|
|
||||||
|
def __init__(self, config: DataConfig):
|
||||||
|
self.config = config
|
||||||
|
random.seed(config.seed + 1)
|
||||||
|
|
||||||
|
def generate_contact_data(self, count: int = 8) -> List[Dict[str, Any]]:
|
||||||
|
"""Generate multiple alien contact records"""
|
||||||
|
contacts = []
|
||||||
|
|
||||||
|
for i in range(count):
|
||||||
|
contact_id = f"AC_{self.config.base_date.year}_{str(i+1).zfill(3)}"
|
||||||
|
|
||||||
|
# Random contact timing within date range
|
||||||
|
days_offset = random.randint(0, self.config.date_range_days)
|
||||||
|
contact_time = self.config.base_date + timedelta(days=days_offset)
|
||||||
|
|
||||||
|
location = random.choice(self.LOCATIONS)
|
||||||
|
contact_type = random.choice(self.CONTACT_TYPES)
|
||||||
|
|
||||||
|
# Signal characteristics
|
||||||
|
signal_strength = round(random.uniform(1.0, 10.0), 1)
|
||||||
|
duration = random.randint(5, 240) # 5 minutes to 4 hours
|
||||||
|
witnesses = random.randint(1, 15)
|
||||||
|
|
||||||
|
# Message content for strong signals
|
||||||
|
message = None
|
||||||
|
if signal_strength > 6.0 and random.random() < 0.7:
|
||||||
|
message = random.choice(self.MESSAGES)
|
||||||
|
|
||||||
|
# Verification status
|
||||||
|
is_verified = False
|
||||||
|
if contact_type == "physical":
|
||||||
|
is_verified = True # Physical contacts must be verified
|
||||||
|
elif contact_type == "radio" and signal_strength > 8.0:
|
||||||
|
is_verified = random.random() < 0.8
|
||||||
|
|
||||||
|
# Adjust witnesses for telepathic contacts
|
||||||
|
if contact_type == "telepathic" and witnesses < 3:
|
||||||
|
witnesses = random.randint(3, 8)
|
||||||
|
|
||||||
|
contacts.append({
|
||||||
|
"contact_id": contact_id,
|
||||||
|
"timestamp": contact_time.isoformat(),
|
||||||
|
"location": location,
|
||||||
|
"contact_type": contact_type,
|
||||||
|
"signal_strength": signal_strength,
|
||||||
|
"duration_minutes": duration,
|
||||||
|
"witness_count": witnesses,
|
||||||
|
"message_received": message,
|
||||||
|
"is_verified": is_verified
|
||||||
|
})
|
||||||
|
|
||||||
|
return contacts
|
||||||
|
|
||||||
|
|
||||||
|
class CrewMissionGenerator:
|
||||||
|
"""Generates space crew and mission data"""
|
||||||
|
|
||||||
|
FIRST_NAMES = [
|
||||||
|
"Sarah", "John", "Alice", "Michael", "Emma", "David", "Lisa", "Robert",
|
||||||
|
"Maria", "James", "Anna", "William", "Elena", "Thomas", "Sofia", "Daniel"
|
||||||
|
]
|
||||||
|
|
||||||
|
LAST_NAMES = [
|
||||||
|
"Connor", "Smith", "Johnson", "Williams", "Brown", "Jones", "Garcia",
|
||||||
|
"Miller", "Davis", "Rodriguez", "Martinez", "Hernandez", "Lopez", "Gonzalez"
|
||||||
|
]
|
||||||
|
|
||||||
|
SPECIALIZATIONS = [
|
||||||
|
"Mission Command", "Navigation", "Engineering", "Life Support",
|
||||||
|
"Communications", "Medical Officer", "Pilot", "Science Officer",
|
||||||
|
"Maintenance", "Security", "Research", "Systems Analysis"
|
||||||
|
]
|
||||||
|
|
||||||
|
RANKS = ["cadet", "officer", "lieutenant", "captain", "commander"]
|
||||||
|
|
||||||
|
DESTINATIONS = [
|
||||||
|
"Mars", "Moon", "Europa", "Titan", "Asteroid Belt",
|
||||||
|
"Jupiter Orbit", "Saturn Rings", "Deep Space", "Solar Observatory"
|
||||||
|
]
|
||||||
|
|
||||||
|
def __init__(self, config: DataConfig):
|
||||||
|
self.config = config
|
||||||
|
random.seed(config.seed + 2)
|
||||||
|
|
||||||
|
def generate_crew_member(self, member_id: str) -> Dict[str, Any]:
|
||||||
|
"""Generate a single crew member"""
|
||||||
|
name = f"{random.choice(self.FIRST_NAMES)} {random.choice(self.LAST_NAMES)}"
|
||||||
|
rank = random.choice(self.RANKS)
|
||||||
|
age = random.randint(25, 55)
|
||||||
|
specialization = random.choice(self.SPECIALIZATIONS)
|
||||||
|
|
||||||
|
# Experience correlates with age and rank
|
||||||
|
base_experience = max(0, age - 22)
|
||||||
|
rank_bonus = {"cadet": 0, "officer": 2, "lieutenant": 5, "captain": 8, "commander": 12}
|
||||||
|
years_experience = min(base_experience + rank_bonus[rank] + random.randint(-2, 3), 30)
|
||||||
|
|
||||||
|
return {
|
||||||
|
"member_id": member_id,
|
||||||
|
"name": name,
|
||||||
|
"rank": rank,
|
||||||
|
"age": age,
|
||||||
|
"specialization": specialization,
|
||||||
|
"years_experience": max(0, years_experience),
|
||||||
|
"is_active": True
|
||||||
|
}
|
||||||
|
|
||||||
|
def generate_mission_data(self, count: int = 3) -> List[Dict[str, Any]]:
|
||||||
|
"""Generate complete mission records with crews"""
|
||||||
|
missions = []
|
||||||
|
|
||||||
|
for i in range(count):
|
||||||
|
mission_id = f"M{self.config.base_date.year}_{random.choice(['MARS', 'LUNA', 'EUROPA', 'TITAN'])}"
|
||||||
|
destination = random.choice(self.DESTINATIONS)
|
||||||
|
mission_name = f"{destination} {'Colony' if random.random() < 0.5 else 'Research'} Mission"
|
||||||
|
|
||||||
|
# Mission timing
|
||||||
|
launch_offset = random.randint(30, 300)
|
||||||
|
launch_date = self.config.base_date + timedelta(days=launch_offset)
|
||||||
|
|
||||||
|
# Mission parameters
|
||||||
|
duration = random.randint(90, 1200) # 3 months to 3+ years
|
||||||
|
budget = round(random.uniform(500.0, 5000.0), 1)
|
||||||
|
|
||||||
|
# Generate crew (3-8 members)
|
||||||
|
crew_size = random.randint(3, 8)
|
||||||
|
crew = []
|
||||||
|
|
||||||
|
# Ensure at least one high-ranking officer
|
||||||
|
has_commander = False
|
||||||
|
for j in range(crew_size):
|
||||||
|
member_id = f"CM{str(i*10 + j + 1).zfill(3)}"
|
||||||
|
member = self.generate_crew_member(member_id)
|
||||||
|
|
||||||
|
# First member has higher chance of being high-ranking
|
||||||
|
if j == 0 and not has_commander:
|
||||||
|
member["rank"] = random.choice(["captain", "commander"])
|
||||||
|
has_commander = True
|
||||||
|
|
||||||
|
crew.append(member)
|
||||||
|
|
||||||
|
# For long missions, ensure experienced crew
|
||||||
|
if duration > 365:
|
||||||
|
experienced_needed = len(crew) // 2
|
||||||
|
experienced_count = sum(1 for member in crew if member["years_experience"] >= 5)
|
||||||
|
|
||||||
|
if experienced_count < experienced_needed:
|
||||||
|
# Boost experience for some crew members
|
||||||
|
for member in crew[:experienced_needed]:
|
||||||
|
if member["years_experience"] < 5:
|
||||||
|
member["years_experience"] = random.randint(5, 15)
|
||||||
|
|
||||||
|
missions.append({
|
||||||
|
"mission_id": mission_id,
|
||||||
|
"mission_name": mission_name,
|
||||||
|
"destination": destination,
|
||||||
|
"launch_date": launch_date.isoformat(),
|
||||||
|
"duration_days": duration,
|
||||||
|
"crew": crew,
|
||||||
|
"mission_status": "planned",
|
||||||
|
"budget_millions": budget
|
||||||
|
})
|
||||||
|
|
||||||
|
return missions
|
||||||
|
|
||||||
|
|
||||||
|
def main():
|
||||||
|
"""Generate sample data for all exercise types"""
|
||||||
|
config = DataConfig()
|
||||||
|
|
||||||
|
print("🚀 Cosmic Data Observatory - Sample Data Generator")
|
||||||
|
print("=" * 60)
|
||||||
|
|
||||||
|
# Generate space station data
|
||||||
|
station_gen = SpaceStationGenerator(config)
|
||||||
|
stations = station_gen.generate_station_data(5)
|
||||||
|
|
||||||
|
print(f"\n📡 Generated {len(stations)} space stations:")
|
||||||
|
for station in stations:
|
||||||
|
status = "✅ Operational" if station["is_operational"] else "⚠️ Maintenance"
|
||||||
|
print(f" {station['station_id']}: {station['name']} - {status}")
|
||||||
|
|
||||||
|
# Generate alien contact data
|
||||||
|
contact_gen = AlienContactGenerator(config)
|
||||||
|
contacts = contact_gen.generate_contact_data(6)
|
||||||
|
|
||||||
|
print(f"\n👽 Generated {len(contacts)} alien contacts:")
|
||||||
|
for contact in contacts:
|
||||||
|
verified = "✅ Verified" if contact["is_verified"] else "❓ Unverified"
|
||||||
|
print(f" {contact['contact_id']}: {contact['contact_type']} at {contact['location']} - {verified}")
|
||||||
|
|
||||||
|
# Generate mission data
|
||||||
|
mission_gen = CrewMissionGenerator(config)
|
||||||
|
missions = mission_gen.generate_mission_data(3)
|
||||||
|
|
||||||
|
print(f"\n🚀 Generated {len(missions)} space missions:")
|
||||||
|
for mission in missions:
|
||||||
|
print(f" {mission['mission_id']}: {mission['mission_name']}")
|
||||||
|
print(f" Crew: {len(mission['crew'])} members, Duration: {mission['duration_days']} days")
|
||||||
|
|
||||||
|
print("\n" + "=" * 60)
|
||||||
|
print("Data generation complete! Use these generators in your exercises.")
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
main()
|
||||||
194
09/ex0/space_station.py
Normal file
194
09/ex0/space_station.py
Normal file
@@ -0,0 +1,194 @@
|
|||||||
|
import datetime
|
||||||
|
from typing import Optional
|
||||||
|
from pydantic import BaseModel, Field, ValidationError
|
||||||
|
|
||||||
|
SPACE_STATIONS = [
|
||||||
|
{
|
||||||
|
"station_id": "LGW125",
|
||||||
|
"name": "Titan Mining Outpost",
|
||||||
|
"crew_size": 6,
|
||||||
|
"power_level": 76.4,
|
||||||
|
"oxygen_level": 95.5,
|
||||||
|
"last_maintenance": "2023-07-11T00:00:00",
|
||||||
|
"is_operational": True,
|
||||||
|
"notes": None,
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "QCH189",
|
||||||
|
"name": "Deep Space Observatory",
|
||||||
|
"crew_size": 3,
|
||||||
|
"power_level": 70.8,
|
||||||
|
"oxygen_level": 88.1,
|
||||||
|
"last_maintenance": "2023-08-24T00:00:00",
|
||||||
|
"is_operational": False,
|
||||||
|
"notes": "System diagnostics required",
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ISS674",
|
||||||
|
"name": "Europa Research Station",
|
||||||
|
"crew_size": 11,
|
||||||
|
"power_level": 82.0,
|
||||||
|
"oxygen_level": 91.4,
|
||||||
|
"last_maintenance": "2023-10-21T00:00:00",
|
||||||
|
"is_operational": True,
|
||||||
|
"notes": None,
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ISS877",
|
||||||
|
"name": "Mars Orbital Platform",
|
||||||
|
"crew_size": 9,
|
||||||
|
"power_level": 79.7,
|
||||||
|
"oxygen_level": 87.2,
|
||||||
|
"last_maintenance": "2023-10-06T00:00:00",
|
||||||
|
"is_operational": False,
|
||||||
|
"notes": "System diagnostics required",
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "LGW194",
|
||||||
|
"name": "Deep Space Observatory",
|
||||||
|
"crew_size": 4,
|
||||||
|
"power_level": 80.2,
|
||||||
|
"oxygen_level": 89.9,
|
||||||
|
"last_maintenance": "2023-10-25T00:00:00",
|
||||||
|
"is_operational": False,
|
||||||
|
"notes": "System diagnostics required",
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ISS847",
|
||||||
|
"name": "Solar Wind Monitor",
|
||||||
|
"crew_size": 11,
|
||||||
|
"power_level": 73.6,
|
||||||
|
"oxygen_level": 98.1,
|
||||||
|
"last_maintenance": "2023-12-11T00:00:00",
|
||||||
|
"is_operational": False,
|
||||||
|
"notes": "System diagnostics required",
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "QCH400",
|
||||||
|
"name": "Asteroid Belt Relay",
|
||||||
|
"crew_size": 12,
|
||||||
|
"power_level": 75.5,
|
||||||
|
"oxygen_level": 86.0,
|
||||||
|
"last_maintenance": "2023-07-15T00:00:00",
|
||||||
|
"is_operational": False,
|
||||||
|
"notes": "System diagnostics required",
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ERS891",
|
||||||
|
"name": "Titan Mining Outpost",
|
||||||
|
"crew_size": 4,
|
||||||
|
"power_level": 94.4,
|
||||||
|
"oxygen_level": 97.3,
|
||||||
|
"last_maintenance": "2023-09-25T00:00:00",
|
||||||
|
"is_operational": True,
|
||||||
|
"notes": "All systems nominal",
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ABR266",
|
||||||
|
"name": "Asteroid Belt Relay",
|
||||||
|
"crew_size": 8,
|
||||||
|
"power_level": 76.0,
|
||||||
|
"oxygen_level": 88.8,
|
||||||
|
"last_maintenance": "2023-07-10T00:00:00",
|
||||||
|
"is_operational": False,
|
||||||
|
"notes": "System diagnostics required",
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "LGW723",
|
||||||
|
"name": "Mars Orbital Platform",
|
||||||
|
"crew_size": 11,
|
||||||
|
"power_level": 90.8,
|
||||||
|
"oxygen_level": 87.3,
|
||||||
|
"last_maintenance": "2023-09-25T00:00:00",
|
||||||
|
"is_operational": False,
|
||||||
|
"notes": "System diagnostics required",
|
||||||
|
},
|
||||||
|
]
|
||||||
|
|
||||||
|
|
||||||
|
class SpaceStation(BaseModel):
|
||||||
|
station_id: str = Field(max_length=10, min_length=3)
|
||||||
|
name: str = Field(min_length=1, max_length=50)
|
||||||
|
crew_size: int = Field(le=20, ge=1)
|
||||||
|
power_level: float = Field(ge=0.0, le=100.0)
|
||||||
|
oxygen_level: float = Field(ge=0.0, le=100.0)
|
||||||
|
last_maintenance: datetime.datetime
|
||||||
|
is_operational: bool = Field(default=True)
|
||||||
|
notes: str | None = Field(default=None, max_length=200)
|
||||||
|
|
||||||
|
|
||||||
|
def main() -> None:
|
||||||
|
try:
|
||||||
|
valid_station = {
|
||||||
|
"station_id": "ISS001",
|
||||||
|
"name": "International Space Station",
|
||||||
|
"crew_size": 6,
|
||||||
|
"power_level": 85.5,
|
||||||
|
"oxygen_level": 92.3,
|
||||||
|
"last_maintenance": "2023-09-25T00:00:00",
|
||||||
|
}
|
||||||
|
|
||||||
|
invalid_station = {
|
||||||
|
"station_id": "ISS001",
|
||||||
|
"name": "International Space Station",
|
||||||
|
"crew_size": 26,
|
||||||
|
"power_level": 85.5,
|
||||||
|
"oxygen_level": 92.3,
|
||||||
|
"last_maintenance": "2023-09-25T00:00:00",
|
||||||
|
}
|
||||||
|
|
||||||
|
try:
|
||||||
|
print("\nValid station:n\n")
|
||||||
|
ss = SpaceStation(**valid_station)
|
||||||
|
print("Valid station created")
|
||||||
|
print(
|
||||||
|
f"ID: {ss.station_id}\n"
|
||||||
|
f"Name {ss.name}\n"
|
||||||
|
f"Crew: {ss.crew_size} people\n"
|
||||||
|
f"Power: {ss.power_level}%\n"
|
||||||
|
f"Oxygen: {ss.oxygen_level}%\n"
|
||||||
|
f"Status: {'operational' if ss.is_operational else 'not operational'}\n"
|
||||||
|
f"Note: {ss.notes}\n"
|
||||||
|
)
|
||||||
|
except ValidationError as err:
|
||||||
|
print(err)
|
||||||
|
|
||||||
|
try:
|
||||||
|
print("\nInvalid station:\n")
|
||||||
|
ss = SpaceStation(**invalid_station)
|
||||||
|
print("Valid station created")
|
||||||
|
print(
|
||||||
|
f"ID: {ss.station_id}\n"
|
||||||
|
f"Name {ss.name}\n"
|
||||||
|
f"Crew: {ss.crew_size} people\n"
|
||||||
|
f"Power: {ss.power_level}%\n"
|
||||||
|
f"Oxygen: {ss.oxygen_level}%\n"
|
||||||
|
f"Status: {'operational' if ss.is_operational else 'not operational'}\n"
|
||||||
|
f"Note: {ss.notes}\n"
|
||||||
|
)
|
||||||
|
except ValidationError as err:
|
||||||
|
print(err)
|
||||||
|
|
||||||
|
print("\nBatch stations:\n")
|
||||||
|
for station in SPACE_STATIONS:
|
||||||
|
try:
|
||||||
|
ss = SpaceStation(**station)
|
||||||
|
print("========================================")
|
||||||
|
print("Valid station created")
|
||||||
|
print(
|
||||||
|
f"ID: {ss.station_id}\n"
|
||||||
|
f"Name {ss.name}\n"
|
||||||
|
f"Crew: {ss.crew_size} people\n"
|
||||||
|
f"Power: {ss.power_level}%\n"
|
||||||
|
f"Oxygen: {ss.oxygen_level}%\n"
|
||||||
|
f"Status: {'operational' if ss.is_operational else 'not operational'}\n"
|
||||||
|
f"Note: {ss.notes}\n"
|
||||||
|
)
|
||||||
|
except ValidationError as e:
|
||||||
|
print(e.errors())
|
||||||
|
except Exception as err:
|
||||||
|
print(err)
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
main()
|
||||||
75
09/ex1/alien_contact.py
Normal file
75
09/ex1/alien_contact.py
Normal file
@@ -0,0 +1,75 @@
|
|||||||
|
from typing_extensions import Self
|
||||||
|
import datetime
|
||||||
|
from enum import Enum
|
||||||
|
from pydantic import BaseModel, Field, model_validator
|
||||||
|
import json
|
||||||
|
|
||||||
|
|
||||||
|
class ContactType(Enum):
|
||||||
|
RADIO = "radio"
|
||||||
|
VISUAL = "visual"
|
||||||
|
PHYSICAL = "physical"
|
||||||
|
TELEPATHIC = "telepathic"
|
||||||
|
|
||||||
|
|
||||||
|
class AlienContact(BaseModel):
|
||||||
|
contact_id: str = Field(min_length=5, max_length=15)
|
||||||
|
timestamp: datetime.datetime
|
||||||
|
location: str = Field(min_length=3, max_length=100)
|
||||||
|
contact_type: ContactType
|
||||||
|
signal_strength: float = Field(ge=0.0, le=10.0)
|
||||||
|
duration_minutes: int = Field(ge=1, le=1440)
|
||||||
|
witness_count: int = Field(ge=1, le=100)
|
||||||
|
message_received: str | None = Field(default=None, max_length=500)
|
||||||
|
is_verified: bool = Field(default=False)
|
||||||
|
|
||||||
|
@model_validator(mode="after")
|
||||||
|
def format_validation(self) -> Self:
|
||||||
|
if not self.contact_id.startswith("AC"):
|
||||||
|
raise ValueError('Contact ID must start with "AC"')
|
||||||
|
if (
|
||||||
|
self.contact_type == ContactType.PHYSICAL
|
||||||
|
and self.is_verified == False
|
||||||
|
):
|
||||||
|
raise ValueError("Physical contact reports must be verified")
|
||||||
|
if (
|
||||||
|
self.contact_type == ContactType.TELEPATHIC
|
||||||
|
and self.witness_count < 3
|
||||||
|
):
|
||||||
|
raise ValueError(
|
||||||
|
"Telepathic contact requires at least 3 witnesses"
|
||||||
|
)
|
||||||
|
if self.signal_strength > 7.0 and not self.message_received:
|
||||||
|
raise ValueError(
|
||||||
|
"Strong signals (> 7.0) should include received messages"
|
||||||
|
)
|
||||||
|
return self
|
||||||
|
|
||||||
|
|
||||||
|
def main() -> None:
|
||||||
|
try:
|
||||||
|
with open("../generated_data/alien_contacts.json") as file:
|
||||||
|
data = json.load(file)
|
||||||
|
for contact in data:
|
||||||
|
try:
|
||||||
|
ac = AlienContact(**contact)
|
||||||
|
print(
|
||||||
|
f"======================================\n"
|
||||||
|
f"Valid contact report:\n"
|
||||||
|
f"ID: {ac.contact_id}\n"
|
||||||
|
f"Type: {ac.contact_type}\n"
|
||||||
|
f"Location: {ac.location}\n"
|
||||||
|
f"Signal: {ac.signal_strength:.1f}/10\n"
|
||||||
|
f"Duration: {ac.duration_minutes} minutes\n"
|
||||||
|
f"Witness: {ac.witness_count}\n"
|
||||||
|
f"Message: {ac.message_received}\n"
|
||||||
|
f"Is verified: {ac.is_verified}\n"
|
||||||
|
)
|
||||||
|
except Exception as err:
|
||||||
|
print(err)
|
||||||
|
except Exception as err:
|
||||||
|
print(err)
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
main()
|
||||||
97
09/ex2/space_crew.py
Normal file
97
09/ex2/space_crew.py
Normal file
@@ -0,0 +1,97 @@
|
|||||||
|
from enum import Enum
|
||||||
|
from typing_extensions import Self
|
||||||
|
from pydantic import BaseModel, Field, model_validator
|
||||||
|
from datetime import datetime
|
||||||
|
from json import load
|
||||||
|
|
||||||
|
|
||||||
|
class Rank(Enum):
|
||||||
|
CADET = "cadet"
|
||||||
|
OFFICER = "officer"
|
||||||
|
LIEUTENANT = "lieutenant"
|
||||||
|
CAPTAIN = "captain"
|
||||||
|
COMMANDER = "commander"
|
||||||
|
|
||||||
|
|
||||||
|
class CrewMember(BaseModel):
|
||||||
|
member_id: str = Field(min_length=3, max_length=10)
|
||||||
|
name: str = Field(min_length=2, max_length=50)
|
||||||
|
rank: Rank
|
||||||
|
age: int = Field(ge=18, le=80)
|
||||||
|
specialization: str = Field(min_length=3, max_length=30)
|
||||||
|
years_experience: int = Field(ge=0, le=50)
|
||||||
|
is_active: bool = Field(default=True)
|
||||||
|
|
||||||
|
|
||||||
|
class SpaceMission(BaseModel):
|
||||||
|
mission_id: str = Field(min_length=5, max_length=15)
|
||||||
|
mission_name: str = Field(min_length=3, max_length=100)
|
||||||
|
destination: str = Field(min_length=3, max_length=50)
|
||||||
|
launch_date: datetime
|
||||||
|
duration_days: int = Field(ge=1, le=3650)
|
||||||
|
crew: list[CrewMember] = Field(min_length=1, max_length=12)
|
||||||
|
mission_status: str = Field(default="planned")
|
||||||
|
budget_millions: float = Field(ge=1.0, le=10000.0)
|
||||||
|
|
||||||
|
@model_validator(mode="after")
|
||||||
|
def validation(self) -> Self:
|
||||||
|
if not self.mission_id.startswith("M"):
|
||||||
|
raise ValueError('Mission ID must start with "M"')
|
||||||
|
try:
|
||||||
|
crew = {member.rank: member for member in self.crew}
|
||||||
|
crew[Rank.CAPTAIN]
|
||||||
|
crew[Rank.COMMANDER]
|
||||||
|
except KeyError:
|
||||||
|
raise ValueError("Must have at least one Commander or Captain")
|
||||||
|
if (
|
||||||
|
self.duration_days > 365
|
||||||
|
and len(
|
||||||
|
[
|
||||||
|
member
|
||||||
|
for member in self.crew
|
||||||
|
if member.years_experience >= 5
|
||||||
|
]
|
||||||
|
)
|
||||||
|
< len(self.crew) / 2
|
||||||
|
):
|
||||||
|
raise ValueError(
|
||||||
|
"Long missions (> 365 days) need 50% "
|
||||||
|
"experienced crew (5+ years)"
|
||||||
|
)
|
||||||
|
for member in self.crew:
|
||||||
|
if member.is_active == False:
|
||||||
|
raise ValueError("All crew members must be active")
|
||||||
|
return self
|
||||||
|
|
||||||
|
|
||||||
|
def main() -> None:
|
||||||
|
try:
|
||||||
|
with open("../generated_data/space_missions.json") as file:
|
||||||
|
data = load(file)
|
||||||
|
for mission in data:
|
||||||
|
try:
|
||||||
|
print("=========================================")
|
||||||
|
sp = SpaceMission(**mission)
|
||||||
|
print(
|
||||||
|
"Valid mission created:\n"
|
||||||
|
f"Mission: {sp.mission_name}\n"
|
||||||
|
f"ID: {sp.mission_id}\n"
|
||||||
|
f"Destination: {sp.destination}\n"
|
||||||
|
f"Duration: {sp.duration_days} days\n"
|
||||||
|
f"Budget: ${sp.budget_millions}M\n"
|
||||||
|
f"Crew size: {len(sp.crew)}\n"
|
||||||
|
"Crew members:"
|
||||||
|
)
|
||||||
|
for member in sp.crew:
|
||||||
|
print(
|
||||||
|
f"- {member.name} ({member.rank}) - "
|
||||||
|
f"{member.specialization}"
|
||||||
|
)
|
||||||
|
except Exception as err:
|
||||||
|
print(err)
|
||||||
|
except Exception as err:
|
||||||
|
print(err)
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
main()
|
||||||
16
09/generated_data/alien_contacts.csv
Normal file
16
09/generated_data/alien_contacts.csv
Normal file
@@ -0,0 +1,16 @@
|
|||||||
|
contact_id,contact_type,duration_minutes,is_verified,location,message_received,signal_strength,timestamp,witness_count
|
||||||
|
AC_2024_001,visual,99,False,"Atacama Desert, Chile",Greetings from Zeta Reticuli,9.6,2024-01-20T00:00:00,11
|
||||||
|
AC_2024_002,radio,152,False,"Mauna Kea Observatory, Hawaii",,5.6,2024-08-20T00:00:00,6
|
||||||
|
AC_2024_003,telepathic,19,False,"Very Large Array, New Mexico",,4.5,2024-11-15T00:00:00,14
|
||||||
|
AC_2024_004,telepathic,46,False,"Roswell, New Mexico",,2.4,2024-02-24T00:00:00,9
|
||||||
|
AC_2024_005,telepathic,134,False,"SETI Institute, California",Warning about solar flare activity,6.4,2024-09-10T00:00:00,5
|
||||||
|
AC_2024_006,radio,20,False,"Area 51, Nevada",,2.7,2024-02-02T00:00:00,14
|
||||||
|
AC_2024_007,physical,138,True,"Atacama Desert, Chile",Request for peaceful contact,9.0,2024-03-25T00:00:00,10
|
||||||
|
AC_2024_008,radio,122,True,"Area 51, Nevada",Unknown language pattern identified,8.6,2024-11-30T00:00:00,13
|
||||||
|
AC_2024_009,visual,25,False,"Mauna Kea Observatory, Hawaii",,2.1,2024-09-27T00:00:00,13
|
||||||
|
AC_2024_010,physical,52,True,"Area 51, Nevada",,4.3,2024-06-12T00:00:00,11
|
||||||
|
AC_2024_011,radio,235,False,"Roswell, New Mexico",,3.7,2024-11-05T00:00:00,13
|
||||||
|
AC_2024_012,radio,111,False,International Space Station,,5.3,2024-07-04T00:00:00,10
|
||||||
|
AC_2024_013,visual,228,False,Antarctic Research Station,,6.8,2024-02-12T00:00:00,11
|
||||||
|
AC_2024_014,radio,113,False,"Atacama Desert, Chile",Mathematical sequence detected: prime numbers,7.2,2024-10-20T00:00:00,8
|
||||||
|
AC_2024_015,radio,9,False,"Roswell, New Mexico",,2.1,2024-01-02T00:00:00,13
|
||||||
|
167
09/generated_data/alien_contacts.json
Normal file
167
09/generated_data/alien_contacts.json
Normal file
@@ -0,0 +1,167 @@
|
|||||||
|
[
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_001",
|
||||||
|
"timestamp": "2024-01-20T00:00:00",
|
||||||
|
"location": "Atacama Desert, Chile",
|
||||||
|
"contact_type": "visual",
|
||||||
|
"signal_strength": 9.6,
|
||||||
|
"duration_minutes": 99,
|
||||||
|
"witness_count": 11,
|
||||||
|
"message_received": "Greetings from Zeta Reticuli",
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_002",
|
||||||
|
"timestamp": "2024-08-20T00:00:00",
|
||||||
|
"location": "Mauna Kea Observatory, Hawaii",
|
||||||
|
"contact_type": "radio",
|
||||||
|
"signal_strength": 5.6,
|
||||||
|
"duration_minutes": 152,
|
||||||
|
"witness_count": 6,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_003",
|
||||||
|
"timestamp": "2024-11-15T00:00:00",
|
||||||
|
"location": "Very Large Array, New Mexico",
|
||||||
|
"contact_type": "telepathic",
|
||||||
|
"signal_strength": 4.5,
|
||||||
|
"duration_minutes": 19,
|
||||||
|
"witness_count": 14,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_004",
|
||||||
|
"timestamp": "2024-02-24T00:00:00",
|
||||||
|
"location": "Roswell, New Mexico",
|
||||||
|
"contact_type": "telepathic",
|
||||||
|
"signal_strength": 2.4,
|
||||||
|
"duration_minutes": 46,
|
||||||
|
"witness_count": 9,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_005",
|
||||||
|
"timestamp": "2024-09-10T00:00:00",
|
||||||
|
"location": "SETI Institute, California",
|
||||||
|
"contact_type": "telepathic",
|
||||||
|
"signal_strength": 6.4,
|
||||||
|
"duration_minutes": 134,
|
||||||
|
"witness_count": 5,
|
||||||
|
"message_received": "Warning about solar flare activity",
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_006",
|
||||||
|
"timestamp": "2024-02-02T00:00:00",
|
||||||
|
"location": "Area 51, Nevada",
|
||||||
|
"contact_type": "radio",
|
||||||
|
"signal_strength": 2.7,
|
||||||
|
"duration_minutes": 20,
|
||||||
|
"witness_count": 14,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_007",
|
||||||
|
"timestamp": "2024-03-25T00:00:00",
|
||||||
|
"location": "Atacama Desert, Chile",
|
||||||
|
"contact_type": "physical",
|
||||||
|
"signal_strength": 9.0,
|
||||||
|
"duration_minutes": 138,
|
||||||
|
"witness_count": 10,
|
||||||
|
"message_received": "Request for peaceful contact",
|
||||||
|
"is_verified": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_008",
|
||||||
|
"timestamp": "2024-11-30T00:00:00",
|
||||||
|
"location": "Area 51, Nevada",
|
||||||
|
"contact_type": "radio",
|
||||||
|
"signal_strength": 8.6,
|
||||||
|
"duration_minutes": 122,
|
||||||
|
"witness_count": 13,
|
||||||
|
"message_received": "Unknown language pattern identified",
|
||||||
|
"is_verified": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_009",
|
||||||
|
"timestamp": "2024-09-27T00:00:00",
|
||||||
|
"location": "Mauna Kea Observatory, Hawaii",
|
||||||
|
"contact_type": "visual",
|
||||||
|
"signal_strength": 2.1,
|
||||||
|
"duration_minutes": 25,
|
||||||
|
"witness_count": 13,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_010",
|
||||||
|
"timestamp": "2024-06-12T00:00:00",
|
||||||
|
"location": "Area 51, Nevada",
|
||||||
|
"contact_type": "physical",
|
||||||
|
"signal_strength": 4.3,
|
||||||
|
"duration_minutes": 52,
|
||||||
|
"witness_count": 11,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_011",
|
||||||
|
"timestamp": "2024-11-05T00:00:00",
|
||||||
|
"location": "Roswell, New Mexico",
|
||||||
|
"contact_type": "radio",
|
||||||
|
"signal_strength": 3.7,
|
||||||
|
"duration_minutes": 235,
|
||||||
|
"witness_count": 13,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_012",
|
||||||
|
"timestamp": "2024-07-04T00:00:00",
|
||||||
|
"location": "International Space Station",
|
||||||
|
"contact_type": "radio",
|
||||||
|
"signal_strength": 5.3,
|
||||||
|
"duration_minutes": 111,
|
||||||
|
"witness_count": 10,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_013",
|
||||||
|
"timestamp": "2024-02-12T00:00:00",
|
||||||
|
"location": "Antarctic Research Station",
|
||||||
|
"contact_type": "visual",
|
||||||
|
"signal_strength": 6.8,
|
||||||
|
"duration_minutes": 228,
|
||||||
|
"witness_count": 11,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_014",
|
||||||
|
"timestamp": "2024-10-20T00:00:00",
|
||||||
|
"location": "Atacama Desert, Chile",
|
||||||
|
"contact_type": "radio",
|
||||||
|
"signal_strength": 7.2,
|
||||||
|
"duration_minutes": 113,
|
||||||
|
"witness_count": 8,
|
||||||
|
"message_received": "Mathematical sequence detected: prime numbers",
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_015",
|
||||||
|
"timestamp": "2024-01-02T00:00:00",
|
||||||
|
"location": "Roswell, New Mexico",
|
||||||
|
"contact_type": "radio",
|
||||||
|
"signal_strength": 2.1,
|
||||||
|
"duration_minutes": 9,
|
||||||
|
"witness_count": 13,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
}
|
||||||
|
]
|
||||||
171
09/generated_data/alien_contacts.py
Normal file
171
09/generated_data/alien_contacts.py
Normal file
@@ -0,0 +1,171 @@
|
|||||||
|
"""
|
||||||
|
Generated test data for alien_contacts
|
||||||
|
"""
|
||||||
|
|
||||||
|
ALIEN_CONTACTS = [
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_001',
|
||||||
|
'timestamp': '2024-01-20T00:00:00',
|
||||||
|
'location': 'Atacama Desert, Chile',
|
||||||
|
'contact_type': 'visual',
|
||||||
|
'signal_strength': 9.6,
|
||||||
|
'duration_minutes': 99,
|
||||||
|
'witness_count': 11,
|
||||||
|
'message_received': 'Greetings from Zeta Reticuli',
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_002',
|
||||||
|
'timestamp': '2024-08-20T00:00:00',
|
||||||
|
'location': 'Mauna Kea Observatory, Hawaii',
|
||||||
|
'contact_type': 'radio',
|
||||||
|
'signal_strength': 5.6,
|
||||||
|
'duration_minutes': 152,
|
||||||
|
'witness_count': 6,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_003',
|
||||||
|
'timestamp': '2024-11-15T00:00:00',
|
||||||
|
'location': 'Very Large Array, New Mexico',
|
||||||
|
'contact_type': 'telepathic',
|
||||||
|
'signal_strength': 4.5,
|
||||||
|
'duration_minutes': 19,
|
||||||
|
'witness_count': 14,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_004',
|
||||||
|
'timestamp': '2024-02-24T00:00:00',
|
||||||
|
'location': 'Roswell, New Mexico',
|
||||||
|
'contact_type': 'telepathic',
|
||||||
|
'signal_strength': 2.4,
|
||||||
|
'duration_minutes': 46,
|
||||||
|
'witness_count': 9,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_005',
|
||||||
|
'timestamp': '2024-09-10T00:00:00',
|
||||||
|
'location': 'SETI Institute, California',
|
||||||
|
'contact_type': 'telepathic',
|
||||||
|
'signal_strength': 6.4,
|
||||||
|
'duration_minutes': 134,
|
||||||
|
'witness_count': 5,
|
||||||
|
'message_received': 'Warning about solar flare activity',
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_006',
|
||||||
|
'timestamp': '2024-02-02T00:00:00',
|
||||||
|
'location': 'Area 51, Nevada',
|
||||||
|
'contact_type': 'radio',
|
||||||
|
'signal_strength': 2.7,
|
||||||
|
'duration_minutes': 20,
|
||||||
|
'witness_count': 14,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_007',
|
||||||
|
'timestamp': '2024-03-25T00:00:00',
|
||||||
|
'location': 'Atacama Desert, Chile',
|
||||||
|
'contact_type': 'physical',
|
||||||
|
'signal_strength': 9.0,
|
||||||
|
'duration_minutes': 138,
|
||||||
|
'witness_count': 10,
|
||||||
|
'message_received': 'Request for peaceful contact',
|
||||||
|
'is_verified': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_008',
|
||||||
|
'timestamp': '2024-11-30T00:00:00',
|
||||||
|
'location': 'Area 51, Nevada',
|
||||||
|
'contact_type': 'radio',
|
||||||
|
'signal_strength': 8.6,
|
||||||
|
'duration_minutes': 122,
|
||||||
|
'witness_count': 13,
|
||||||
|
'message_received': 'Unknown language pattern identified',
|
||||||
|
'is_verified': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_009',
|
||||||
|
'timestamp': '2024-09-27T00:00:00',
|
||||||
|
'location': 'Mauna Kea Observatory, Hawaii',
|
||||||
|
'contact_type': 'visual',
|
||||||
|
'signal_strength': 2.1,
|
||||||
|
'duration_minutes': 25,
|
||||||
|
'witness_count': 13,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_010',
|
||||||
|
'timestamp': '2024-06-12T00:00:00',
|
||||||
|
'location': 'Area 51, Nevada',
|
||||||
|
'contact_type': 'physical',
|
||||||
|
'signal_strength': 4.3,
|
||||||
|
'duration_minutes': 52,
|
||||||
|
'witness_count': 11,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_011',
|
||||||
|
'timestamp': '2024-11-05T00:00:00',
|
||||||
|
'location': 'Roswell, New Mexico',
|
||||||
|
'contact_type': 'radio',
|
||||||
|
'signal_strength': 3.7,
|
||||||
|
'duration_minutes': 235,
|
||||||
|
'witness_count': 13,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_012',
|
||||||
|
'timestamp': '2024-07-04T00:00:00',
|
||||||
|
'location': 'International Space Station',
|
||||||
|
'contact_type': 'radio',
|
||||||
|
'signal_strength': 5.3,
|
||||||
|
'duration_minutes': 111,
|
||||||
|
'witness_count': 10,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_013',
|
||||||
|
'timestamp': '2024-02-12T00:00:00',
|
||||||
|
'location': 'Antarctic Research Station',
|
||||||
|
'contact_type': 'visual',
|
||||||
|
'signal_strength': 6.8,
|
||||||
|
'duration_minutes': 228,
|
||||||
|
'witness_count': 11,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_014',
|
||||||
|
'timestamp': '2024-10-20T00:00:00',
|
||||||
|
'location': 'Atacama Desert, Chile',
|
||||||
|
'contact_type': 'radio',
|
||||||
|
'signal_strength': 7.2,
|
||||||
|
'duration_minutes': 113,
|
||||||
|
'witness_count': 8,
|
||||||
|
'message_received': 'Mathematical sequence detected: prime numbers',
|
||||||
|
'is_verified': False
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'contact_id': 'AC_2024_015',
|
||||||
|
'timestamp': '2024-01-02T00:00:00',
|
||||||
|
'location': 'Roswell, New Mexico',
|
||||||
|
'contact_type': 'radio',
|
||||||
|
'signal_strength': 2.1,
|
||||||
|
'duration_minutes': 9,
|
||||||
|
'witness_count': 13,
|
||||||
|
'message_received': None,
|
||||||
|
'is_verified': False
|
||||||
|
}
|
||||||
|
]
|
||||||
24
09/generated_data/invalid_contacts.json
Normal file
24
09/generated_data/invalid_contacts.json
Normal file
@@ -0,0 +1,24 @@
|
|||||||
|
[
|
||||||
|
{
|
||||||
|
"contact_id": "WRONG_FORMAT",
|
||||||
|
"timestamp": "2024-01-15T14:30:00",
|
||||||
|
"location": "Area 51",
|
||||||
|
"contact_type": "radio",
|
||||||
|
"signal_strength": 8.5,
|
||||||
|
"duration_minutes": 45,
|
||||||
|
"witness_count": 5,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"contact_id": "AC_2024_002",
|
||||||
|
"timestamp": "2024-01-16T09:15:00",
|
||||||
|
"location": "Roswell",
|
||||||
|
"contact_type": "telepathic",
|
||||||
|
"signal_strength": 6.2,
|
||||||
|
"duration_minutes": 30,
|
||||||
|
"witness_count": 1,
|
||||||
|
"message_received": null,
|
||||||
|
"is_verified": false
|
||||||
|
}
|
||||||
|
]
|
||||||
20
09/generated_data/invalid_stations.json
Normal file
20
09/generated_data/invalid_stations.json
Normal file
@@ -0,0 +1,20 @@
|
|||||||
|
[
|
||||||
|
{
|
||||||
|
"station_id": "TOOLONG123456",
|
||||||
|
"name": "Test Station",
|
||||||
|
"crew_size": 25,
|
||||||
|
"power_level": 85.0,
|
||||||
|
"oxygen_level": 92.0,
|
||||||
|
"last_maintenance": "2024-01-15T10:30:00",
|
||||||
|
"is_operational": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "TS",
|
||||||
|
"name": "",
|
||||||
|
"crew_size": 0,
|
||||||
|
"power_level": -10.0,
|
||||||
|
"oxygen_level": 150.0,
|
||||||
|
"last_maintenance": "2024-01-15T10:30:00",
|
||||||
|
"is_operational": true
|
||||||
|
}
|
||||||
|
]
|
||||||
309
09/generated_data/space_missions.json
Normal file
309
09/generated_data/space_missions.json
Normal file
@@ -0,0 +1,309 @@
|
|||||||
|
[
|
||||||
|
{
|
||||||
|
"mission_id": "M2024_TITAN",
|
||||||
|
"mission_name": "Solar Observatory Research Mission",
|
||||||
|
"destination": "Solar Observatory",
|
||||||
|
"launch_date": "2024-03-30T00:00:00",
|
||||||
|
"duration_days": 451,
|
||||||
|
"crew": [
|
||||||
|
{
|
||||||
|
"member_id": "CM001",
|
||||||
|
"name": "Sarah Williams",
|
||||||
|
"rank": "captain",
|
||||||
|
"age": 43,
|
||||||
|
"specialization": "Mission Command",
|
||||||
|
"years_experience": 19,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM002",
|
||||||
|
"name": "James Hernandez",
|
||||||
|
"rank": "captain",
|
||||||
|
"age": 43,
|
||||||
|
"specialization": "Pilot",
|
||||||
|
"years_experience": 30,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM003",
|
||||||
|
"name": "Anna Jones",
|
||||||
|
"rank": "cadet",
|
||||||
|
"age": 35,
|
||||||
|
"specialization": "Communications",
|
||||||
|
"years_experience": 15,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM004",
|
||||||
|
"name": "David Smith",
|
||||||
|
"rank": "commander",
|
||||||
|
"age": 27,
|
||||||
|
"specialization": "Security",
|
||||||
|
"years_experience": 15,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM005",
|
||||||
|
"name": "Maria Jones",
|
||||||
|
"rank": "cadet",
|
||||||
|
"age": 55,
|
||||||
|
"specialization": "Research",
|
||||||
|
"years_experience": 30,
|
||||||
|
"is_active": true
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"mission_status": "planned",
|
||||||
|
"budget_millions": 2208.1
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"mission_id": "M2024_MARS",
|
||||||
|
"mission_name": "Jupiter Orbit Colony Mission",
|
||||||
|
"destination": "Jupiter Orbit",
|
||||||
|
"launch_date": "2024-10-01T00:00:00",
|
||||||
|
"duration_days": 1065,
|
||||||
|
"crew": [
|
||||||
|
{
|
||||||
|
"member_id": "CM011",
|
||||||
|
"name": "Emma Brown",
|
||||||
|
"rank": "commander",
|
||||||
|
"age": 49,
|
||||||
|
"specialization": "Mission Command",
|
||||||
|
"years_experience": 27,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM012",
|
||||||
|
"name": "John Hernandez",
|
||||||
|
"rank": "lieutenant",
|
||||||
|
"age": 36,
|
||||||
|
"specialization": "Science Officer",
|
||||||
|
"years_experience": 22,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM013",
|
||||||
|
"name": "Sofia Rodriguez",
|
||||||
|
"rank": "commander",
|
||||||
|
"age": 29,
|
||||||
|
"specialization": "Life Support",
|
||||||
|
"years_experience": 20,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM014",
|
||||||
|
"name": "Sofia Lopez",
|
||||||
|
"rank": "lieutenant",
|
||||||
|
"age": 44,
|
||||||
|
"specialization": "Systems Analysis",
|
||||||
|
"years_experience": 25,
|
||||||
|
"is_active": true
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"mission_status": "planned",
|
||||||
|
"budget_millions": 4626.0
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"mission_id": "M2024_EUROPA",
|
||||||
|
"mission_name": "Europa Colony Mission",
|
||||||
|
"destination": "Europa",
|
||||||
|
"launch_date": "2024-02-07T00:00:00",
|
||||||
|
"duration_days": 666,
|
||||||
|
"crew": [
|
||||||
|
{
|
||||||
|
"member_id": "CM021",
|
||||||
|
"name": "Lisa Garcia",
|
||||||
|
"rank": "captain",
|
||||||
|
"age": 36,
|
||||||
|
"specialization": "Medical Officer",
|
||||||
|
"years_experience": 12,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM022",
|
||||||
|
"name": "John Garcia",
|
||||||
|
"rank": "cadet",
|
||||||
|
"age": 46,
|
||||||
|
"specialization": "Security",
|
||||||
|
"years_experience": 25,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM023",
|
||||||
|
"name": "Michael Johnson",
|
||||||
|
"rank": "officer",
|
||||||
|
"age": 54,
|
||||||
|
"specialization": "Research",
|
||||||
|
"years_experience": 30,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM024",
|
||||||
|
"name": "Sarah Rodriguez",
|
||||||
|
"rank": "lieutenant",
|
||||||
|
"age": 54,
|
||||||
|
"specialization": "Research",
|
||||||
|
"years_experience": 30,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM025",
|
||||||
|
"name": "Maria Smith",
|
||||||
|
"rank": "cadet",
|
||||||
|
"age": 38,
|
||||||
|
"specialization": "Communications",
|
||||||
|
"years_experience": 15,
|
||||||
|
"is_active": true
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"mission_status": "planned",
|
||||||
|
"budget_millions": 4976.0
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"mission_id": "M2024_LUNA",
|
||||||
|
"mission_name": "Mars Colony Mission",
|
||||||
|
"destination": "Mars",
|
||||||
|
"launch_date": "2024-06-13T00:00:00",
|
||||||
|
"duration_days": 222,
|
||||||
|
"crew": [
|
||||||
|
{
|
||||||
|
"member_id": "CM031",
|
||||||
|
"name": "Anna Davis",
|
||||||
|
"rank": "commander",
|
||||||
|
"age": 27,
|
||||||
|
"specialization": "Communications",
|
||||||
|
"years_experience": 14,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM032",
|
||||||
|
"name": "Elena Garcia",
|
||||||
|
"rank": "lieutenant",
|
||||||
|
"age": 42,
|
||||||
|
"specialization": "Science Officer",
|
||||||
|
"years_experience": 23,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM033",
|
||||||
|
"name": "Anna Brown",
|
||||||
|
"rank": "officer",
|
||||||
|
"age": 55,
|
||||||
|
"specialization": "Engineering",
|
||||||
|
"years_experience": 30,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM034",
|
||||||
|
"name": "Emma Smith",
|
||||||
|
"rank": "captain",
|
||||||
|
"age": 37,
|
||||||
|
"specialization": "Research",
|
||||||
|
"years_experience": 23,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM035",
|
||||||
|
"name": "Sofia Smith",
|
||||||
|
"rank": "lieutenant",
|
||||||
|
"age": 53,
|
||||||
|
"specialization": "Security",
|
||||||
|
"years_experience": 30,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM036",
|
||||||
|
"name": "Maria Hernandez",
|
||||||
|
"rank": "commander",
|
||||||
|
"age": 41,
|
||||||
|
"specialization": "Medical Officer",
|
||||||
|
"years_experience": 30,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM037",
|
||||||
|
"name": "John Hernandez",
|
||||||
|
"rank": "officer",
|
||||||
|
"age": 42,
|
||||||
|
"specialization": "Science Officer",
|
||||||
|
"years_experience": 20,
|
||||||
|
"is_active": true
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"mission_status": "planned",
|
||||||
|
"budget_millions": 4984.6
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"mission_id": "M2024_EUROPA",
|
||||||
|
"mission_name": "Saturn Rings Research Mission",
|
||||||
|
"destination": "Saturn Rings",
|
||||||
|
"launch_date": "2024-09-18T00:00:00",
|
||||||
|
"duration_days": 602,
|
||||||
|
"crew": [
|
||||||
|
{
|
||||||
|
"member_id": "CM041",
|
||||||
|
"name": "William Davis",
|
||||||
|
"rank": "captain",
|
||||||
|
"age": 35,
|
||||||
|
"specialization": "Medical Officer",
|
||||||
|
"years_experience": 14,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM042",
|
||||||
|
"name": "Sarah Smith",
|
||||||
|
"rank": "captain",
|
||||||
|
"age": 55,
|
||||||
|
"specialization": "Research",
|
||||||
|
"years_experience": 30,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM043",
|
||||||
|
"name": "Elena Garcia",
|
||||||
|
"rank": "commander",
|
||||||
|
"age": 55,
|
||||||
|
"specialization": "Research",
|
||||||
|
"years_experience": 30,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM044",
|
||||||
|
"name": "Sofia Williams",
|
||||||
|
"rank": "officer",
|
||||||
|
"age": 30,
|
||||||
|
"specialization": "Systems Analysis",
|
||||||
|
"years_experience": 9,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM045",
|
||||||
|
"name": "Sarah Jones",
|
||||||
|
"rank": "lieutenant",
|
||||||
|
"age": 25,
|
||||||
|
"specialization": "Maintenance",
|
||||||
|
"years_experience": 11,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM046",
|
||||||
|
"name": "Lisa Rodriguez",
|
||||||
|
"rank": "officer",
|
||||||
|
"age": 30,
|
||||||
|
"specialization": "Life Support",
|
||||||
|
"years_experience": 12,
|
||||||
|
"is_active": true
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"member_id": "CM047",
|
||||||
|
"name": "Sarah Smith",
|
||||||
|
"rank": "cadet",
|
||||||
|
"age": 28,
|
||||||
|
"specialization": "Pilot",
|
||||||
|
"years_experience": 8,
|
||||||
|
"is_active": true
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"mission_status": "planned",
|
||||||
|
"budget_millions": 1092.6
|
||||||
|
}
|
||||||
|
]
|
||||||
313
09/generated_data/space_missions.py
Normal file
313
09/generated_data/space_missions.py
Normal file
@@ -0,0 +1,313 @@
|
|||||||
|
"""
|
||||||
|
Generated test data for space_missions
|
||||||
|
"""
|
||||||
|
|
||||||
|
SPACE_MISSIONS = [
|
||||||
|
{
|
||||||
|
'mission_id': 'M2024_TITAN',
|
||||||
|
'mission_name': 'Solar Observatory Research Mission',
|
||||||
|
'destination': 'Solar Observatory',
|
||||||
|
'launch_date': '2024-03-30T00:00:00',
|
||||||
|
'duration_days': 451,
|
||||||
|
'crew': [
|
||||||
|
{
|
||||||
|
'member_id': 'CM001',
|
||||||
|
'name': 'Sarah Williams',
|
||||||
|
'rank': 'captain',
|
||||||
|
'age': 43,
|
||||||
|
'specialization': 'Mission Command',
|
||||||
|
'years_experience': 19,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM002',
|
||||||
|
'name': 'James Hernandez',
|
||||||
|
'rank': 'captain',
|
||||||
|
'age': 43,
|
||||||
|
'specialization': 'Pilot',
|
||||||
|
'years_experience': 30,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM003',
|
||||||
|
'name': 'Anna Jones',
|
||||||
|
'rank': 'cadet',
|
||||||
|
'age': 35,
|
||||||
|
'specialization': 'Communications',
|
||||||
|
'years_experience': 15,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM004',
|
||||||
|
'name': 'David Smith',
|
||||||
|
'rank': 'commander',
|
||||||
|
'age': 27,
|
||||||
|
'specialization': 'Security',
|
||||||
|
'years_experience': 15,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM005',
|
||||||
|
'name': 'Maria Jones',
|
||||||
|
'rank': 'cadet',
|
||||||
|
'age': 55,
|
||||||
|
'specialization': 'Research',
|
||||||
|
'years_experience': 30,
|
||||||
|
'is_active': True
|
||||||
|
}
|
||||||
|
],
|
||||||
|
'mission_status': 'planned',
|
||||||
|
'budget_millions': 2208.1
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'mission_id': 'M2024_MARS',
|
||||||
|
'mission_name': 'Jupiter Orbit Colony Mission',
|
||||||
|
'destination': 'Jupiter Orbit',
|
||||||
|
'launch_date': '2024-10-01T00:00:00',
|
||||||
|
'duration_days': 1065,
|
||||||
|
'crew': [
|
||||||
|
{
|
||||||
|
'member_id': 'CM011',
|
||||||
|
'name': 'Emma Brown',
|
||||||
|
'rank': 'commander',
|
||||||
|
'age': 49,
|
||||||
|
'specialization': 'Mission Command',
|
||||||
|
'years_experience': 27,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM012',
|
||||||
|
'name': 'John Hernandez',
|
||||||
|
'rank': 'lieutenant',
|
||||||
|
'age': 36,
|
||||||
|
'specialization': 'Science Officer',
|
||||||
|
'years_experience': 22,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM013',
|
||||||
|
'name': 'Sofia Rodriguez',
|
||||||
|
'rank': 'commander',
|
||||||
|
'age': 29,
|
||||||
|
'specialization': 'Life Support',
|
||||||
|
'years_experience': 20,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM014',
|
||||||
|
'name': 'Sofia Lopez',
|
||||||
|
'rank': 'lieutenant',
|
||||||
|
'age': 44,
|
||||||
|
'specialization': 'Systems Analysis',
|
||||||
|
'years_experience': 25,
|
||||||
|
'is_active': True
|
||||||
|
}
|
||||||
|
],
|
||||||
|
'mission_status': 'planned',
|
||||||
|
'budget_millions': 4626.0
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'mission_id': 'M2024_EUROPA',
|
||||||
|
'mission_name': 'Europa Colony Mission',
|
||||||
|
'destination': 'Europa',
|
||||||
|
'launch_date': '2024-02-07T00:00:00',
|
||||||
|
'duration_days': 666,
|
||||||
|
'crew': [
|
||||||
|
{
|
||||||
|
'member_id': 'CM021',
|
||||||
|
'name': 'Lisa Garcia',
|
||||||
|
'rank': 'captain',
|
||||||
|
'age': 36,
|
||||||
|
'specialization': 'Medical Officer',
|
||||||
|
'years_experience': 12,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM022',
|
||||||
|
'name': 'John Garcia',
|
||||||
|
'rank': 'cadet',
|
||||||
|
'age': 46,
|
||||||
|
'specialization': 'Security',
|
||||||
|
'years_experience': 25,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM023',
|
||||||
|
'name': 'Michael Johnson',
|
||||||
|
'rank': 'officer',
|
||||||
|
'age': 54,
|
||||||
|
'specialization': 'Research',
|
||||||
|
'years_experience': 30,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM024',
|
||||||
|
'name': 'Sarah Rodriguez',
|
||||||
|
'rank': 'lieutenant',
|
||||||
|
'age': 54,
|
||||||
|
'specialization': 'Research',
|
||||||
|
'years_experience': 30,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM025',
|
||||||
|
'name': 'Maria Smith',
|
||||||
|
'rank': 'cadet',
|
||||||
|
'age': 38,
|
||||||
|
'specialization': 'Communications',
|
||||||
|
'years_experience': 15,
|
||||||
|
'is_active': True
|
||||||
|
}
|
||||||
|
],
|
||||||
|
'mission_status': 'planned',
|
||||||
|
'budget_millions': 4976.0
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'mission_id': 'M2024_LUNA',
|
||||||
|
'mission_name': 'Mars Colony Mission',
|
||||||
|
'destination': 'Mars',
|
||||||
|
'launch_date': '2024-06-13T00:00:00',
|
||||||
|
'duration_days': 222,
|
||||||
|
'crew': [
|
||||||
|
{
|
||||||
|
'member_id': 'CM031',
|
||||||
|
'name': 'Anna Davis',
|
||||||
|
'rank': 'commander',
|
||||||
|
'age': 27,
|
||||||
|
'specialization': 'Communications',
|
||||||
|
'years_experience': 14,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM032',
|
||||||
|
'name': 'Elena Garcia',
|
||||||
|
'rank': 'lieutenant',
|
||||||
|
'age': 42,
|
||||||
|
'specialization': 'Science Officer',
|
||||||
|
'years_experience': 23,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM033',
|
||||||
|
'name': 'Anna Brown',
|
||||||
|
'rank': 'officer',
|
||||||
|
'age': 55,
|
||||||
|
'specialization': 'Engineering',
|
||||||
|
'years_experience': 30,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM034',
|
||||||
|
'name': 'Emma Smith',
|
||||||
|
'rank': 'captain',
|
||||||
|
'age': 37,
|
||||||
|
'specialization': 'Research',
|
||||||
|
'years_experience': 23,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM035',
|
||||||
|
'name': 'Sofia Smith',
|
||||||
|
'rank': 'lieutenant',
|
||||||
|
'age': 53,
|
||||||
|
'specialization': 'Security',
|
||||||
|
'years_experience': 30,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM036',
|
||||||
|
'name': 'Maria Hernandez',
|
||||||
|
'rank': 'commander',
|
||||||
|
'age': 41,
|
||||||
|
'specialization': 'Medical Officer',
|
||||||
|
'years_experience': 30,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM037',
|
||||||
|
'name': 'John Hernandez',
|
||||||
|
'rank': 'officer',
|
||||||
|
'age': 42,
|
||||||
|
'specialization': 'Science Officer',
|
||||||
|
'years_experience': 20,
|
||||||
|
'is_active': True
|
||||||
|
}
|
||||||
|
],
|
||||||
|
'mission_status': 'planned',
|
||||||
|
'budget_millions': 4984.6
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'mission_id': 'M2024_EUROPA',
|
||||||
|
'mission_name': 'Saturn Rings Research Mission',
|
||||||
|
'destination': 'Saturn Rings',
|
||||||
|
'launch_date': '2024-09-18T00:00:00',
|
||||||
|
'duration_days': 602,
|
||||||
|
'crew': [
|
||||||
|
{
|
||||||
|
'member_id': 'CM041',
|
||||||
|
'name': 'William Davis',
|
||||||
|
'rank': 'captain',
|
||||||
|
'age': 35,
|
||||||
|
'specialization': 'Medical Officer',
|
||||||
|
'years_experience': 14,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM042',
|
||||||
|
'name': 'Sarah Smith',
|
||||||
|
'rank': 'captain',
|
||||||
|
'age': 55,
|
||||||
|
'specialization': 'Research',
|
||||||
|
'years_experience': 30,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM043',
|
||||||
|
'name': 'Elena Garcia',
|
||||||
|
'rank': 'commander',
|
||||||
|
'age': 55,
|
||||||
|
'specialization': 'Research',
|
||||||
|
'years_experience': 30,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM044',
|
||||||
|
'name': 'Sofia Williams',
|
||||||
|
'rank': 'officer',
|
||||||
|
'age': 30,
|
||||||
|
'specialization': 'Systems Analysis',
|
||||||
|
'years_experience': 9,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM045',
|
||||||
|
'name': 'Sarah Jones',
|
||||||
|
'rank': 'lieutenant',
|
||||||
|
'age': 25,
|
||||||
|
'specialization': 'Maintenance',
|
||||||
|
'years_experience': 11,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM046',
|
||||||
|
'name': 'Lisa Rodriguez',
|
||||||
|
'rank': 'officer',
|
||||||
|
'age': 30,
|
||||||
|
'specialization': 'Life Support',
|
||||||
|
'years_experience': 12,
|
||||||
|
'is_active': True
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'member_id': 'CM047',
|
||||||
|
'name': 'Sarah Smith',
|
||||||
|
'rank': 'cadet',
|
||||||
|
'age': 28,
|
||||||
|
'specialization': 'Pilot',
|
||||||
|
'years_experience': 8,
|
||||||
|
'is_active': True
|
||||||
|
}
|
||||||
|
],
|
||||||
|
'mission_status': 'planned',
|
||||||
|
'budget_millions': 1092.6
|
||||||
|
}
|
||||||
|
]
|
||||||
11
09/generated_data/space_stations.csv
Normal file
11
09/generated_data/space_stations.csv
Normal file
@@ -0,0 +1,11 @@
|
|||||||
|
crew_size,is_operational,last_maintenance,name,notes,oxygen_level,power_level,station_id
|
||||||
|
6,True,2023-07-11T00:00:00,Titan Mining Outpost,,95.5,76.4,LGW125
|
||||||
|
3,False,2023-08-24T00:00:00,Deep Space Observatory,System diagnostics required,88.1,70.8,QCH189
|
||||||
|
11,True,2023-10-21T00:00:00,Europa Research Station,,91.4,82.0,ISS674
|
||||||
|
9,False,2023-10-06T00:00:00,Mars Orbital Platform,System diagnostics required,87.2,79.7,ISS877
|
||||||
|
4,False,2023-10-25T00:00:00,Deep Space Observatory,System diagnostics required,89.9,80.2,LGW194
|
||||||
|
11,False,2023-12-11T00:00:00,Solar Wind Monitor,System diagnostics required,98.1,73.6,ISS847
|
||||||
|
12,False,2023-07-15T00:00:00,Asteroid Belt Relay,System diagnostics required,86.0,75.5,QCH400
|
||||||
|
4,True,2023-09-25T00:00:00,Titan Mining Outpost,All systems nominal,97.3,94.4,ERS891
|
||||||
|
8,False,2023-07-10T00:00:00,Asteroid Belt Relay,System diagnostics required,88.8,76.0,ABR266
|
||||||
|
11,False,2023-09-25T00:00:00,Mars Orbital Platform,System diagnostics required,87.3,90.8,LGW723
|
||||||
|
102
09/generated_data/space_stations.json
Normal file
102
09/generated_data/space_stations.json
Normal file
@@ -0,0 +1,102 @@
|
|||||||
|
[
|
||||||
|
{
|
||||||
|
"station_id": "LGW125",
|
||||||
|
"name": "Titan Mining Outpost",
|
||||||
|
"crew_size": 6,
|
||||||
|
"power_level": 76.4,
|
||||||
|
"oxygen_level": 95.5,
|
||||||
|
"last_maintenance": "2023-07-11T00:00:00",
|
||||||
|
"is_operational": true,
|
||||||
|
"notes": null
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "QCH189",
|
||||||
|
"name": "Deep Space Observatory",
|
||||||
|
"crew_size": 3,
|
||||||
|
"power_level": 70.8,
|
||||||
|
"oxygen_level": 88.1,
|
||||||
|
"last_maintenance": "2023-08-24T00:00:00",
|
||||||
|
"is_operational": false,
|
||||||
|
"notes": "System diagnostics required"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ISS674",
|
||||||
|
"name": "Europa Research Station",
|
||||||
|
"crew_size": 11,
|
||||||
|
"power_level": 82.0,
|
||||||
|
"oxygen_level": 91.4,
|
||||||
|
"last_maintenance": "2023-10-21T00:00:00",
|
||||||
|
"is_operational": true,
|
||||||
|
"notes": null
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ISS877",
|
||||||
|
"name": "Mars Orbital Platform",
|
||||||
|
"crew_size": 9,
|
||||||
|
"power_level": 79.7,
|
||||||
|
"oxygen_level": 87.2,
|
||||||
|
"last_maintenance": "2023-10-06T00:00:00",
|
||||||
|
"is_operational": false,
|
||||||
|
"notes": "System diagnostics required"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "LGW194",
|
||||||
|
"name": "Deep Space Observatory",
|
||||||
|
"crew_size": 4,
|
||||||
|
"power_level": 80.2,
|
||||||
|
"oxygen_level": 89.9,
|
||||||
|
"last_maintenance": "2023-10-25T00:00:00",
|
||||||
|
"is_operational": false,
|
||||||
|
"notes": "System diagnostics required"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ISS847",
|
||||||
|
"name": "Solar Wind Monitor",
|
||||||
|
"crew_size": 11,
|
||||||
|
"power_level": 73.6,
|
||||||
|
"oxygen_level": 98.1,
|
||||||
|
"last_maintenance": "2023-12-11T00:00:00",
|
||||||
|
"is_operational": false,
|
||||||
|
"notes": "System diagnostics required"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "QCH400",
|
||||||
|
"name": "Asteroid Belt Relay",
|
||||||
|
"crew_size": 12,
|
||||||
|
"power_level": 75.5,
|
||||||
|
"oxygen_level": 86.0,
|
||||||
|
"last_maintenance": "2023-07-15T00:00:00",
|
||||||
|
"is_operational": false,
|
||||||
|
"notes": "System diagnostics required"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ERS891",
|
||||||
|
"name": "Titan Mining Outpost",
|
||||||
|
"crew_size": 4,
|
||||||
|
"power_level": 94.4,
|
||||||
|
"oxygen_level": 97.3,
|
||||||
|
"last_maintenance": "2023-09-25T00:00:00",
|
||||||
|
"is_operational": true,
|
||||||
|
"notes": "All systems nominal"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "ABR266",
|
||||||
|
"name": "Asteroid Belt Relay",
|
||||||
|
"crew_size": 8,
|
||||||
|
"power_level": 76.0,
|
||||||
|
"oxygen_level": 88.8,
|
||||||
|
"last_maintenance": "2023-07-10T00:00:00",
|
||||||
|
"is_operational": false,
|
||||||
|
"notes": "System diagnostics required"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"station_id": "LGW723",
|
||||||
|
"name": "Mars Orbital Platform",
|
||||||
|
"crew_size": 11,
|
||||||
|
"power_level": 90.8,
|
||||||
|
"oxygen_level": 87.3,
|
||||||
|
"last_maintenance": "2023-09-25T00:00:00",
|
||||||
|
"is_operational": false,
|
||||||
|
"notes": "System diagnostics required"
|
||||||
|
}
|
||||||
|
]
|
||||||
106
09/generated_data/space_stations.py
Normal file
106
09/generated_data/space_stations.py
Normal file
@@ -0,0 +1,106 @@
|
|||||||
|
"""
|
||||||
|
Generated test data for space_stations
|
||||||
|
"""
|
||||||
|
|
||||||
|
SPACE_STATIONS = [
|
||||||
|
{
|
||||||
|
'station_id': 'LGW125',
|
||||||
|
'name': 'Titan Mining Outpost',
|
||||||
|
'crew_size': 6,
|
||||||
|
'power_level': 76.4,
|
||||||
|
'oxygen_level': 95.5,
|
||||||
|
'last_maintenance': '2023-07-11T00:00:00',
|
||||||
|
'is_operational': True,
|
||||||
|
'notes': None
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'station_id': 'QCH189',
|
||||||
|
'name': 'Deep Space Observatory',
|
||||||
|
'crew_size': 3,
|
||||||
|
'power_level': 70.8,
|
||||||
|
'oxygen_level': 88.1,
|
||||||
|
'last_maintenance': '2023-08-24T00:00:00',
|
||||||
|
'is_operational': False,
|
||||||
|
'notes': 'System diagnostics required'
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'station_id': 'ISS674',
|
||||||
|
'name': 'Europa Research Station',
|
||||||
|
'crew_size': 11,
|
||||||
|
'power_level': 82.0,
|
||||||
|
'oxygen_level': 91.4,
|
||||||
|
'last_maintenance': '2023-10-21T00:00:00',
|
||||||
|
'is_operational': True,
|
||||||
|
'notes': None
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'station_id': 'ISS877',
|
||||||
|
'name': 'Mars Orbital Platform',
|
||||||
|
'crew_size': 9,
|
||||||
|
'power_level': 79.7,
|
||||||
|
'oxygen_level': 87.2,
|
||||||
|
'last_maintenance': '2023-10-06T00:00:00',
|
||||||
|
'is_operational': False,
|
||||||
|
'notes': 'System diagnostics required'
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'station_id': 'LGW194',
|
||||||
|
'name': 'Deep Space Observatory',
|
||||||
|
'crew_size': 4,
|
||||||
|
'power_level': 80.2,
|
||||||
|
'oxygen_level': 89.9,
|
||||||
|
'last_maintenance': '2023-10-25T00:00:00',
|
||||||
|
'is_operational': False,
|
||||||
|
'notes': 'System diagnostics required'
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'station_id': 'ISS847',
|
||||||
|
'name': 'Solar Wind Monitor',
|
||||||
|
'crew_size': 11,
|
||||||
|
'power_level': 73.6,
|
||||||
|
'oxygen_level': 98.1,
|
||||||
|
'last_maintenance': '2023-12-11T00:00:00',
|
||||||
|
'is_operational': False,
|
||||||
|
'notes': 'System diagnostics required'
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'station_id': 'QCH400',
|
||||||
|
'name': 'Asteroid Belt Relay',
|
||||||
|
'crew_size': 12,
|
||||||
|
'power_level': 75.5,
|
||||||
|
'oxygen_level': 86.0,
|
||||||
|
'last_maintenance': '2023-07-15T00:00:00',
|
||||||
|
'is_operational': False,
|
||||||
|
'notes': 'System diagnostics required'
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'station_id': 'ERS891',
|
||||||
|
'name': 'Titan Mining Outpost',
|
||||||
|
'crew_size': 4,
|
||||||
|
'power_level': 94.4,
|
||||||
|
'oxygen_level': 97.3,
|
||||||
|
'last_maintenance': '2023-09-25T00:00:00',
|
||||||
|
'is_operational': True,
|
||||||
|
'notes': 'All systems nominal'
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'station_id': 'ABR266',
|
||||||
|
'name': 'Asteroid Belt Relay',
|
||||||
|
'crew_size': 8,
|
||||||
|
'power_level': 76.0,
|
||||||
|
'oxygen_level': 88.8,
|
||||||
|
'last_maintenance': '2023-07-10T00:00:00',
|
||||||
|
'is_operational': False,
|
||||||
|
'notes': 'System diagnostics required'
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'station_id': 'LGW723',
|
||||||
|
'name': 'Mars Orbital Platform',
|
||||||
|
'crew_size': 11,
|
||||||
|
'power_level': 90.8,
|
||||||
|
'oxygen_level': 87.3,
|
||||||
|
'last_maintenance': '2023-09-25T00:00:00',
|
||||||
|
'is_operational': False,
|
||||||
|
'notes': 'System diagnostics required'
|
||||||
|
}
|
||||||
|
]
|
||||||
14
10/ex0/lambda_spells.py
Normal file
14
10/ex0/lambda_spells.py
Normal file
@@ -0,0 +1,14 @@
|
|||||||
|
def artifact_sorter(artifacts: list[dict]) -> list[dict]:
|
||||||
|
return sorted(artifacts, key=lambda artifact: artifact["power"])
|
||||||
|
|
||||||
|
|
||||||
|
def power_filter(mages: list[dict], min_power: int) -> list[dict]:
|
||||||
|
return list(filter(lambda x: x["power"] >= min_power, mages))
|
||||||
|
|
||||||
|
|
||||||
|
def spell_transformer(spells: list[str]) -> list[str]:
|
||||||
|
pass
|
||||||
|
|
||||||
|
|
||||||
|
def mage_stats(mages: list[dict]) -> dict:
|
||||||
|
pass
|
||||||
Reference in New Issue
Block a user