Xgboost #405
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Xgboost #405
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Signed-off-by: Kushal Batra <[email protected]>
Signed-off-by: Kushal Batra <[email protected]>
Signed-off-by: Kushal Batra <[email protected]>
Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #405 +/- ##
==========================================
- Coverage 92.11% 92.02% -0.10%
==========================================
Files 97 99 +2
Lines 4782 4900 +118
Branches 430 442 +12
==========================================
+ Hits 4405 4509 +104
- Misses 279 289 +10
- Partials 98 102 +4 ☔ View full report in Codecov by Sentry. |
Signed-off-by: Kushal Batra <[email protected]>
Signed-off-by: Kushal Batra <[email protected]>
Signed-off-by: Kushal Batra <[email protected]>
Signed-off-by: Kushal Batra <[email protected]>
Signed-off-by: Kushal Batra <[email protected]>
Signed-off-by: Kushal Batra <[email protected]>
ab93
reviewed
Aug 6, 2024
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| def _check_data_format(df) -> bool: | ||
| if not isinstance(df, pd.DataFrame): | ||
| raise TypeError("df should be of type pd.DataFrame") |
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Can you cover these lines with tests?
| def predict_horizon(self, df: pd.DataFrame) -> np.ndarray: | ||
| _check_data_format(df) | ||
| transformed_test_data = CovariatesGenerator().transform(df) | ||
| _LOGGER.info("Predicting the horizon") |
pyproject.toml
Outdated
| @@ -43,6 +43,8 @@ redis = { extras = ["hiredis"], version = "^5.0", optional = true } | |||
| boto3 = { version = "^1.24.64", optional = true } | |||
| pydruid = { version = "^0.6", optional = true } | |||
| PyMySQL = { version = "^1.1.0", optional = true } | |||
| xgboost = "^2.1.0" | |||
| darts = "^0.30.0" | |||
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change this to use a lighter version. Also add a TODO to remove this
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Note: We will have to revisit on how to optimize imports for xgboost and darts