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SIENTIAPDE-1316

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Update .gitignore and refactor metrics.py, activities.py, and gates.py for improved clarity and consistency. Added coverage.xml and cache directories to .gitignore. Standardized string formatting and parameter handling in metrics and activities classes, enhancing code readability. Removed the deprecated faker.py file and adjusted related tests accordingly.
This commit is contained in:
vitor-aignosi
2025-10-16 13:31:12 -03:00
parent 8bdbf049b8
commit 97eb5bc904
27 changed files with 1101 additions and 1336 deletions
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16
scouter/utils/quality/filters.py
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@@ -1,7 +1,8 @@
from pandas import DataFrame
import numpy as np
from typing import Any
import numpy as np
from pandas import DataFrame
def check_data_range(value: float | int | None, val_range: list) -> bool:
"""
@@ -49,9 +50,14 @@ def out_of_bounds_filter(df: DataFrame, model_tags: dict[str, Any]) -> DataFrame
Note:
Tags without data_range configuration are treated as having infinite bounds
"""
return df[df.apply(lambda x: check_data_range(
x['value'], model_tags[x['name']].get('data_range', (-np.inf, np.inf))),
axis=1)]
return df[
df.apply(
lambda x: check_data_range(
x['value'], model_tags[x['name']].get('data_range', (-np.inf, np.inf))
),
axis=1,
)
]
def null_values_filter(df: DataFrame, _model_tags: dict[str, Any]) -> DataFrame: