IBM/causallib

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A Positivity filtering (covariate overlap) exclusion module (#75) #193
Ehud Karavani authored a month ago26ded0fc
complete00:00:15
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codeclimate prepare
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I, [2025-03-25T05:39:39.104131 #1]  INFO -- : Skipping file ./causallib/model_selection/search.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 68
    f"`scoring` is invalid (got {scorers})."
                                           ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.115390 #1]  INFO -- : Skipping file ./causallib/model_selection/split.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 38
    f"Outcome type should either be 'binary' or 'multiclass'."
                                                             ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.115996 #1]  INFO -- : Skipping file ./causallib/preprocessing/confounder_selection.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 163
    def __init__(self, estimator, n_features_to_select: int = 1, step: int = 1,
                                                      ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.192898 #1]  INFO -- : Skipping file ./causallib/evaluation/predictor.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 81
    estimator: Union[
             ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.203837 #1]  INFO -- : Skipping file ./causallib/evaluation/metrics.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 27
    **NUMERICAL_CLASSIFICATION_METRICS,
     ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.204736 #1]  INFO -- : Skipping file ./causallib/evaluation/predictions.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 221
    def get_prediction_by_treatment(self, a: pd.Series):
                                           ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.215026 #1]  INFO -- : Skipping file ./causallib/evaluation/results.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 39
    evaluated_metrics: Union[pd.DataFrame, PropensityEvaluatorScores]
                     ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.228919 #1]  INFO -- : Skipping file ./causallib/evaluation/plots/mixins.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 26
    **kwargs,
            ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.240722 #1]  INFO -- : Skipping file ./causallib/evaluation/plots/plots.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 68
    def lookup_name(name: str) -> Callable:
                        ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.244361 #1]  INFO -- : Skipping file ./causallib/evaluation/plots/curve_data_makers.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 107
    warnings.warn(f"metric {area_metric.__name__} could not be evaluated")
                                                                        ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.255347 #1]  INFO -- : Skipping file ./causallib/evaluation/plots/data_extractors.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 22
    self, evaluation_results: "causallib.evaluation.results.EvaluationResults"
                            ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.269791 #1]  INFO -- : Skipping file ./causallib/evaluation/scoring.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 95
    raise ValueError(f"Invalid type for prediciton: {type(prediction)}")
                                                                      ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.277239 #1]  INFO -- : Skipping file ./causallib/estimation/doubly_robust.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 105
    f"Weight model of type {type(self.weight_model)} does not"
                                                             ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.288736 #1]  INFO -- : Skipping file ./causallib/estimation/ipw.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 239
    print(f'Fraction of values being truncated: {fraction_clipped:.5f}.')  # TODO: do as log
                                                                       ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.298106 #1]  INFO -- : Skipping file ./causallib/estimation/tmle.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 312
    def _clever_covariate_factory(reduced, importance_sampling) -> Type[BaseCleverCovariate]:
                                                                ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.359933 #1]  INFO -- : Skipping file ./causallib/estimation/matching.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 392
    f"Matching mode {self.matching_mode} is not supported for weight calculation."
                                                                                 ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.483424 #1]  INFO -- : Skipping file ./causallib/utils/general_tools.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 134
    f"Column names of `X` contain mixed types "
                                              ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.675916 #1]  INFO -- : Skipping file ./causallib/metrics/scorers.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 36
    **{**self._kwargs, **kwargs},
        ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.687339 #1]  INFO -- : Skipping file ./causallib/metrics/weight_metrics.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 126
    ) -> float:
      ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.730110 #1]  INFO -- : Skipping file ./causallib/metrics/outcome_metrics.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 48
    **kwargs,
            ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.797397 #1]  INFO -- : Skipping file ./causallib/contrib/hemm/load_ihdp_data.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 33
    print(f"Downloading data from {url_path} to {local_path}")
                                                            ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.946116 #1]  INFO -- : Skipping file ./causallib/contrib/shared_sparsity_selection/shared_sparsity_selection.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 56
    corr_xx[:, :, i] = (u @ u.T) / len(v)
                          ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.958579 #1]  INFO -- : Skipping file ./causallib/contrib/sklearn_scorer_wrapper/sklearn_scorer_wrapper.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 25
    f"Could not extract an sklearn estimator from {estimator},"
                                                              ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:39.969755 #1]  INFO -- : Skipping file ./causallib/contrib/adversarial_balancing/classifier_selection.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 50
    selected_model = _select_classifier_from_grid(X=X, A=A, n_splits=n_splits, seed=seed, **model,
                                                                                                 ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.107133 #1]  INFO -- : Skipping file ./causallib/positivity/multiple_treatment_positivity.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 54
    def _calculate_single_positivity(self, rows: pd.Series, treatment: str, X: pd.DataFrame, a=None) -> pd.Series:
                                               ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.135600 #1]  INFO -- : Skipping file ./causallib/positivity/base_positivity.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 25
    X: pd.DataFrame, a: pd.Series) -> BasePositivity:
     ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.146586 #1]  INFO -- : Skipping file ./causallib/positivity/matching.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 14
    propensity_transform: Optional[sklearn.base.TransformerMixin] = None,
                        ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.162524 #1]  INFO -- : Skipping file ./causallib/survival/survival_utils.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 8
    def get_person_time_df(t: pd.Series, y: pd.Series, a: Optional[pd.Series] = None, w: Optional[pd.Series] = None,
                            ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.169483 #1]  INFO -- : Skipping file ./causallib/survival/weighted_standardized_survival.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 11
    weight_model: WeightEstimator,
                ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.173313 #1]  INFO -- : Skipping file ./causallib/survival/base_survival.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 11
    X: pd.DataFrame,
     ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.185462 #1]  INFO -- : Skipping file ./causallib/survival/standardized_survival.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 12
    survival_model: Any,
                  ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.186027 #1]  INFO -- : Skipping file ./causallib/survival/weighted_survival.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 18
    weight_model: WeightEstimator = None,
                ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.197155 #1]  INFO -- : Skipping file ./causallib/survival/marginal_survival.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 11
    survival_model: Any = None):
                  ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.207614 #1]  INFO -- : Skipping file ./causallib/survival/univariate_curve_fitter.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 10
    def __init__(self, learner: Optional[SKLearnBaseEstimator] = None):
                              ^
SyntaxError: invalid syntax


I, [2025-03-25T05:39:40.208912 #1]  INFO -- : Skipping file ./causallib/survival/regression_curve_fitter.py due to exception (CC::Engine::Analyzers::ParserError): `python2 /usr/src/app/lib/cc/engine/analyzers/python/parser.py` exited with code 1:
Traceback (most recent call last):
  File "/usr/src/app/lib/cc/engine/analyzers/python/parser.py", line 51, in <module>
    print(json.dumps(to_json(ast.parse(source))))
  File "/usr/local/python2/lib/python2.7/ast.py", line 37, in parse
    return compile(source, filename, mode, PyCF_ONLY_AST)
  File "<unknown>", line 11
    def __init__(self, learner: SKLearnBaseEstimator):
                              ^
SyntaxError: invalid syntax