Skip to content

Add "data_quality" tag ClassImbalance and DescriptiveStatistics tests #343

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
cachafla merged 3 commits into from
Apr 1, 2025
Merged

Add "data_quality" tag ClassImbalance and DescriptiveStatistics tests #343

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
33ee386
Enhance data quality tagging in tests by adding "data_quality" tag to…
cachafla Apr 1, 2025
b90d9cf
2.8.16
cachafla Apr 1, 2025
677c7dd
Return Tags and Tasks in list_tests() output
cachafla Apr 1, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5,147 changes: 3,118 additions & 2,029 deletions notebooks/how_to/explore_tests.ipynb
View file
Open in desktop

Large diffs are not rendered by default.

2 changes: 1 addition & 1 deletion pyproject.toml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@ description = "ValidMind Library"
license = "Commercial License"
name = "validmind"
readme = "README.pypi.md"
version = "2.8.15"
version = "2.8.16"

[tool.poetry.dependencies]
aiohttp = {extras = ["speedups"], version = "*"}
Expand Down
2 changes: 1 addition & 1 deletion validmind/__version__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1 +1 @@
__version__ = "2.8.15"
__version__ = "2.8.16"
4 changes: 3 additions & 1 deletion validmind/tests/data_validation/ClassImbalance.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,9 @@
from validmind.vm_models import VMDataset


@tags("tabular_data", "binary_classification", "multiclass_classification")
@tags(
"tabular_data", "binary_classification", "multiclass_classification", "data_quality"
)
@tasks("classification")
def ClassImbalance(
dataset: VMDataset, min_percent_threshold: int = 10
Expand Down
2 changes: 1 addition & 1 deletion validmind/tests/data_validation/DescriptiveStatistics.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -44,7 +44,7 @@ def get_summary_statistics_categorical(df, categorical_fields):
return summary_stats


@tags("tabular_data", "time_series_data")
@tags("tabular_data", "time_series_data", "data_quality")
@tasks("classification", "regression")
def DescriptiveStatistics(dataset: VMDataset):
"""
Expand Down
6 changes: 4 additions & 2 deletions validmind/tests/load.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -146,12 +146,12 @@ def _load_tests(test_ids: List[str]) -> Dict[str, Callable[..., Any]]:
logger.debug(str(e))

if e.extra:
logger.info(
logger.debug(
f"Skipping `{test_id}` as it requires extra dependencies: {e.required_dependencies}."
f" Please run `pip install validmind[{e.extra}]` to view and run this test."
)
else:
logger.info(
logger.debug(
f"Skipping `{test_id}` as it requires missing dependencies: {e.required_dependencies}."
" Please install the missing dependencies to view and run this test."
)
Expand Down Expand Up @@ -183,6 +183,8 @@ def _pretty_list_tests(
),
"Required Inputs": list(test.inputs.keys()),
"Params": test.params,
"Tags": test.__tags__,
"Tasks": test.__tasks__,
}
for test_id, test in tests.items()
]
Expand Down