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"tabulate>=0.8.8", + "prettytable>=3.9", "packaging>=17.0", ] diff --git a/skops/card/_model_card.py b/skops/card/_model_card.py index efa19b86..fe828c51 100644 --- a/skops/card/_model_card.py +++ b/skops/card/_model_card.py @@ -14,8 +14,8 @@ from typing import Any, Iterator, List, Literal, Optional, Sequence import joblib +from prettytable import PrettyTable, TableStyle from sklearn.utils import estimator_html_repr -from tabulate import tabulate # type: ignore from skops.card._templates import CONTENT_PLACEHOLDER, SKOPS_TEMPLATE, Templates from skops.io import load @@ -40,19 +40,6 @@ def wrap_as_details(text: str, folded: bool) -> str: return f"
\n Click to expand \n\n{text}\n\n
" -def _clean_table(table: str) -> str: - # replace line breaks "\n" with html tag
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") - .replace(placeholder, eol_lb) - ) - return table - - def split_subsection_names(key: str) -> list[str]: r"""Split a string containing multiple sections into a list of strings for each. @@ -214,13 +201,20 @@ def _check_table(self) -> None: def format(self) -> str: if self._is_pandas_df: - headers = self.table.columns # type: ignore + pass # type: ignore else: - headers = self.table.keys() + self.table.keys() + + table = PrettyTable() + table.set_style(TableStyle.MARKDOWN) + for key, values in self.table.items(): + # replace \n with
(html new line tag) so that line breaks are + # not converted into new rows with PrettyTable. + values = [str(value).replace("\n", "
") for value in values] + table.add_column(key, values) + + table = table.get_string() - table = _clean_table( - tabulate(self.table, tablefmt="github", headers=headers, showindex=False) - ) val = wrap_as_details(table, folded=self.folded) if self.content: diff --git a/skops/card/tests/test_card.py b/skops/card/tests/test_card.py index 6b07965d..93e6e22d 100644 --- a/skops/card/tests/test_card.py +++ b/skops/card/tests/test_card.py @@ -8,10 +8,9 @@ import numpy as np import pytest -import sklearn +from sklearn.base import BaseEstimator, ClassifierMixin, RegressorMixin from sklearn.datasets import load_iris from sklearn.inspection import permutation_importance -from sklearn.linear_model import LinearRegression, LogisticRegression from sklearn.metrics import f1_score, make_scorer from sklearn.neighbors import KNeighborsClassifier @@ -28,10 +27,34 @@ from skops.utils.importutils import import_or_raise +class MyClassifier(ClassifierMixin, BaseEstimator): + def __init__(self, param_1=1, param_2="string", param_3=None): + self.param_1 = param_1 + self.param_2 = param_2 + self.param_3 = param_3 + + def fit(self, X, y): + self.classes_ = np.unique(y) + return self + + def predict(self, X): + return np.ones(X.shape[0]) + + +class MyRegressor(RegressorMixin, BaseEstimator): + def __init__(self, param_1=1, param_2="value", param_3=None): + self.param_1 = param_1 + self.param_2 = param_2 + self.param_3 = param_3 + + def fit(self, X, y): + return self + + def fit_model(): X = np.array([[1, 1], [1, 2], [2, 2], [2, 3]]) y = np.dot(X, np.array([1, 2])) + 3 - reg = LinearRegression().fit(X, y) + reg = MyRegressor().fit(X, y) return reg @@ -55,7 +78,7 @@ def reprs_equal(repr1, repr2): @pytest.mark.parametrize("suffix", [".pkl", ".pickle", ".skops"]) def test_load_model(suffix): - model0 = LinearRegression(n_jobs=123) + model0 = MyRegressor(param_1=10) _, save_file = save_model_to_file(model0, suffix) if suffix == ".skops": untrusted_types = get_untrusted_types(file=save_file) @@ -66,9 +89,9 @@ def test_load_model(suffix): loaded_model_path = _load_model(save_file_path, trusted=untrusted_types) loaded_model_instance = _load_model(model0, trusted=untrusted_types) - assert loaded_model_str.n_jobs == 123 - assert loaded_model_path.n_jobs == 123 - assert loaded_model_instance.n_jobs == 123 + assert loaded_model_str.param_1 == 10 + assert loaded_model_path.param_1 == 10 + assert loaded_model_instance.param_1 == 10 @pytest.fixture @@ -87,7 +110,7 @@ def iris_data(): @pytest.fixture def iris_estimator(iris_data): X, y = iris_data - est = LogisticRegression(solver="liblinear").fit(X, y) + est = MyClassifier().fit(X, y) yield est @@ -141,10 +164,10 @@ def test_save_model_card(destination_path, model_card): def test_model_caching(skops_model_card, iris_skops_file, destination_path): """Tests that the model card caches the model to avoid loading it multiple times""" - new_model = LogisticRegression(random_state=4321) + new_model = MyClassifier(param_1=10) # mock _load_model, it still loads the model but we can track call count mock_load_model = mock.Mock(side_effect=load) - card = Card(iris_skops_file) + card = Card(iris_skops_file, trusted=[MyClassifier]) with mock.patch("skops.card._model_card._load_model", mock_load_model): model1 = card.get_model() model2 = card.get_model() @@ -157,7 +180,7 @@ def test_model_caching(skops_model_card, iris_skops_file, destination_path): model3 = card.get_model() assert mock_load_model.call_count == 1 - assert model3.random_state == 4321 + assert model3.param_1 == 10 model4 = card.get_model() assert model3 is model4 @@ -177,7 +200,7 @@ def test_default(self, model_card): # don't compare whole text, as it's quite long and non-deterministic assert result.startswith("