From 0f8cf26880d41329730bf08c8e1ce43880401e79 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 11 Dec 2023 00:14:15 +0000
Subject: [PATCH 01/10] Bump actions/setup-python from 4 to 5

Bumps [actions/setup-python](https://github.com/actions/setup-python) from 4 to 5.
- [Release notes](https://github.com/actions/setup-python/releases)
- [Commits](https://github.com/actions/setup-python/compare/v4...v5)

---
updated-dependencies:
- dependency-name: actions/setup-python
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/build-test.yml                | 2 +-
 .github/workflows/clean-skops-user.yml          | 2 +-
 .github/workflows/deploy-model-card-creator.yml | 2 +-
 .github/workflows/persistence-performance.yml   | 2 +-
 .github/workflows/publish-pypi.yml              | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/build-test.yml b/.github/workflows/build-test.yml
index 38dd1f34..e2ee153c 100644
--- a/.github/workflows/build-test.yml
+++ b/.github/workflows/build-test.yml
@@ -48,7 +48,7 @@ jobs:
       shell: bash
 
     - name: Set up Python ${{ matrix.python }}
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python }}
 
diff --git a/.github/workflows/clean-skops-user.yml b/.github/workflows/clean-skops-user.yml
index 3480e1f8..c32ad9be 100644
--- a/.github/workflows/clean-skops-user.yml
+++ b/.github/workflows/clean-skops-user.yml
@@ -17,7 +17,7 @@ jobs:
     steps:
     - uses: actions/checkout@v4
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
     - name: Install Requirements
       run: pip install huggingface_hub
     - name: run cleanup
diff --git a/.github/workflows/deploy-model-card-creator.yml b/.github/workflows/deploy-model-card-creator.yml
index 3fb465ae..9758972b 100644
--- a/.github/workflows/deploy-model-card-creator.yml
+++ b/.github/workflows/deploy-model-card-creator.yml
@@ -19,7 +19,7 @@ jobs:
     - uses: actions/checkout@v4
 
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: "3.10"
 
diff --git a/.github/workflows/persistence-performance.yml b/.github/workflows/persistence-performance.yml
index 52821194..d23d5dab 100644
--- a/.github/workflows/persistence-performance.yml
+++ b/.github/workflows/persistence-performance.yml
@@ -16,7 +16,7 @@ jobs:
     steps:
     - uses: actions/checkout@v4
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: "3.10"
     - name: Install requirements
diff --git a/.github/workflows/publish-pypi.yml b/.github/workflows/publish-pypi.yml
index 55ff8c13..e6f388cb 100644
--- a/.github/workflows/publish-pypi.yml
+++ b/.github/workflows/publish-pypi.yml
@@ -25,7 +25,7 @@ jobs:
       with:
         ref: ${{ github.event.inputs.version }}
 
-    - uses: actions/setup-python@v4
+    - uses: actions/setup-python@v5
       with:
         python-version: '3.x'
 

From 337b50f390726e9fb2fc2b7442dbacd0db571408 Mon Sep 17 00:00:00 2001
From: adrinjalali <adrin.jalali@gmail.com>
Date: Mon, 11 Dec 2023 15:27:50 +0100
Subject: [PATCH 02/10] fix card tests

---
 skops/card/tests/test_card.py | 20 +++++++++++++++-----
 1 file changed, 15 insertions(+), 5 deletions(-)

diff --git a/skops/card/tests/test_card.py b/skops/card/tests/test_card.py
index 6aba98b3..ebec9c7b 100644
--- a/skops/card/tests/test_card.py
+++ b/skops/card/tests/test_card.py
@@ -29,6 +29,8 @@
 from skops.io import dump, load
 from skops.utils.importutils import import_or_raise
 
+whitespaces = re.compile(r"\s+")
+
 
 def fit_model():
     X = np.array([[1, 1], [1, 2], [2, 2], [2, 3]])
@@ -328,6 +330,11 @@ def _strip_multiple_chars(text, char):
     return text
 
 
+def _strip_html_tag_whitespace(text):
+    # Utility function to remove whitespaces after html tags such as `<div>`.
+    return re.sub(re.compile(r"div>\s+"), "div>", text)
+
+
 class TestAddHyperparams:
     """Tests for the model hyperparameters"""
 
@@ -1350,8 +1357,8 @@ def expected_lines(self):
 
     @pytest.mark.parametrize("meth", [repr, str])
     def test_card_repr(self, card: Card, meth, expected_lines):
-        result = meth(card)
-        expected = "\n".join(expected_lines)
+        result = _strip_html_tag_whitespace(meth(card))
+        expected = _strip_html_tag_whitespace("\n".join(expected_lines))
         assert result == expected
 
     @pytest.mark.parametrize("meth", [repr, str])
@@ -1378,8 +1385,9 @@ def test_very_long_lines_are_shortened(self, card: Card, meth, expected_lines):
         )
         expected_lines.insert(-1, extra_line)
         expected = "\n".join(expected_lines)
+        expected = _strip_html_tag_whitespace(expected)
 
-        result = meth(card)
+        result = _strip_html_tag_whitespace(meth(card))
         assert result == expected
 
     @pytest.mark.parametrize("meth", [repr, str])
@@ -1389,8 +1397,9 @@ def test_without_model_attribute(self, card: Card, meth, expected_lines):
         # remove line 1 from expected results, which corresponds to the model
         del expected_lines[1]
         expected = "\n".join(expected_lines)
+        expected = _strip_html_tag_whitespace(expected)
 
-        result = meth(card)
+        result = _strip_html_tag_whitespace(meth(card))
         assert result == expected
 
     @pytest.mark.parametrize("meth", [repr, str])
@@ -1415,8 +1424,9 @@ def test_with_metadata(self, card: Card, meth, expected_lines):
             "  metadata.widget=[{...}],",
         ]
         expected = "\n".join(expected_lines[:2] + extra_lines + expected_lines[2:])
+        expected = _strip_html_tag_whitespace(expected)
 
-        result = meth(card)
+        result = _strip_html_tag_whitespace(meth(card))
         assert result == expected
 
 

From 518a0c25547adadc7eb939b3ea32eb88a11b1f93 Mon Sep 17 00:00:00 2001
From: adrinjalali <adrin.jalali@gmail.com>
Date: Mon, 11 Dec 2023 15:29:36 +0100
Subject: [PATCH 03/10] remove extra var

---
 skops/card/tests/test_card.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/skops/card/tests/test_card.py b/skops/card/tests/test_card.py
index ebec9c7b..250dad00 100644
--- a/skops/card/tests/test_card.py
+++ b/skops/card/tests/test_card.py
@@ -29,8 +29,6 @@
 from skops.io import dump, load
 from skops.utils.importutils import import_or_raise
 
-whitespaces = re.compile(r"\s+")
-
 
 def fit_model():
     X = np.array([[1, 1], [1, 2], [2, 2], [2, 3]])

From 5640785dc60b7f5b2bcffc7d4169bc9bad6e2b63 Mon Sep 17 00:00:00 2001
From: adrinjalali <adrin.jalali@gmail.com>
Date: Mon, 11 Dec 2023 15:54:38 +0100
Subject: [PATCH 04/10] fix more tests

---
 skops/card/tests/test_card.py | 16 +++++++++++-----
 1 file changed, 11 insertions(+), 5 deletions(-)

diff --git a/skops/card/tests/test_card.py b/skops/card/tests/test_card.py
index 250dad00..deec042e 100644
--- a/skops/card/tests/test_card.py
+++ b/skops/card/tests/test_card.py
@@ -30,6 +30,11 @@
 from skops.utils.importutils import import_or_raise
 
 
+def _strip_html_tag_whitespace(text):
+    # Utility function to remove whitespaces after html tags such as `<div>`.
+    return re.sub(re.compile(r"div>\s+"), "div>", text)
+
+
 def fit_model():
     X = np.array([[1, 1], [1, 2], [2, 2], [2, 3]])
     y = np.dot(X, np.array([1, 2])) + 3
@@ -184,6 +189,7 @@ def test_default(self, model_card):
         result = model_card.select(
             "Model description/Training Procedure/Model Plot"
         ).format()
+        result = _strip_html_tag_whitespace(result)
         # don't compare whole text, as it's quite long and non-deterministic
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
@@ -230,6 +236,7 @@ def test_model_diagram_str(self):
     def test_other_section(self, model_card):
         model_card.add_model_plot(section="Other section")
         result = model_card.select("Other section").content
+        result = _strip_html_tag_whitespace(result)
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
         assert result.endswith(
@@ -254,6 +261,7 @@ def test_custom_template_no_section_uses_default(self, template):
 
         # don't compare whole text, as it's quite long and non-deterministic
         assert result.startswith("<style>#sk-")
+        result = _strip_html_tag_whitespace(result)
         assert "<style>" in result
         assert result.endswith(
             "<pre>LinearRegression()</pre></div></div></div></div></div>"
@@ -266,6 +274,7 @@ def test_custom_template_init_str_works(self, template):
         model_card = Card(model, template=template, model_diagram=section_name)
 
         result = model_card.select(section_name).format()
+        result = _strip_html_tag_whitespace(result)
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
         assert result.endswith(
@@ -280,6 +289,7 @@ def test_default_template_and_model_diagram_true(self, model_card):
         result = model_card.select(
             "Model description/Training Procedure/Model Plot"
         ).format()
+        result = _strip_html_tag_whitespace(result)
         # don't compare whole text, as it's quite long and non-deterministic
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
@@ -298,6 +308,7 @@ def test_custom_template_and_model_diagram_true_uses_default(
         result = model_card.select(
             "Model description/Training Procedure/Model Plot"
         ).format()
+        result = _strip_html_tag_whitespace(result)
         # don't compare whole text, as it's quite long and non-deterministic
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
@@ -328,11 +339,6 @@ def _strip_multiple_chars(text, char):
     return text
 
 
-def _strip_html_tag_whitespace(text):
-    # Utility function to remove whitespaces after html tags such as `<div>`.
-    return re.sub(re.compile(r"div>\s+"), "div>", text)
-
-
 class TestAddHyperparams:
     """Tests for the model hyperparameters"""
 

From a1cdf24849189fed8bf6c2e85c1a1e0f2990daa2 Mon Sep 17 00:00:00 2001
From: adrinjalali <adrin.jalali@gmail.com>
Date: Mon, 11 Dec 2023 16:01:55 +0100
Subject: [PATCH 05/10] change to the new rotated token

---
 scripts/clean_skops.py          | 2 +-
 skops/hub_utils/tests/common.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/scripts/clean_skops.py b/scripts/clean_skops.py
index 31800bd7..cc4eacbc 100644
--- a/scripts/clean_skops.py
+++ b/scripts/clean_skops.py
@@ -12,7 +12,7 @@
 MAX_AGE = 7  # in days
 
 # This is the token for the skops user. TODO remove eventually, see issue #47
-token = "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"
+token = "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"
 client = HfApi(token=token)
 user = client.whoami()["name"]
 answer = input(
diff --git a/skops/hub_utils/tests/common.py b/skops/hub_utils/tests/common.py
index caf1e715..4903c6bf 100644
--- a/skops/hub_utils/tests/common.py
+++ b/skops/hub_utils/tests/common.py
@@ -1,2 +1,2 @@
 # This is the token for the skops user on the hub, used for the CI.
-HF_HUB_TOKEN = "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"
+HF_HUB_TOKEN = "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"

From 90074dea5a8a43a9d3083caf3a19cda1a5c59b50 Mon Sep 17 00:00:00 2001
From: adrinjalali <adrin.jalali@gmail.com>
Date: Mon, 11 Dec 2023 16:08:29 +0100
Subject: [PATCH 06/10] add debug message

---
 skops/card/tests/test_card.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/skops/card/tests/test_card.py b/skops/card/tests/test_card.py
index deec042e..17eee8a5 100644
--- a/skops/card/tests/test_card.py
+++ b/skops/card/tests/test_card.py
@@ -1428,9 +1428,16 @@ def test_with_metadata(self, card: Card, meth, expected_lines):
             "  metadata.widget=[{...}],",
         ]
         expected = "\n".join(expected_lines[:2] + extra_lines + expected_lines[2:])
+        result = meth(card)
+
+        print("DEBUG MESSAGE", expected)
+        print("DEBUG MESSAGE", result)
+
         expected = _strip_html_tag_whitespace(expected)
+        result = _strip_html_tag_whitespace(result)
 
-        result = _strip_html_tag_whitespace(meth(card))
+        print("DEBUG MESSAGE", expected)
+        print("DEBUG MESSAGE", result)
         assert result == expected
 
 

From 0a6438f5a08f453890091f0a6e04cbc7d07af389 Mon Sep 17 00:00:00 2001
From: adrinjalali <adrin.jalali@gmail.com>
Date: Mon, 11 Dec 2023 17:40:10 +0100
Subject: [PATCH 07/10] use re.match

---
 skops/card/tests/test_card.py | 20 +++++++++-----------
 1 file changed, 9 insertions(+), 11 deletions(-)

diff --git a/skops/card/tests/test_card.py b/skops/card/tests/test_card.py
index 17eee8a5..3c12a11f 100644
--- a/skops/card/tests/test_card.py
+++ b/skops/card/tests/test_card.py
@@ -1347,7 +1347,7 @@ def expected_lines(self):
         Card(
           model=LinearRegression(fit_intercept=False),
           Model description/Training Procedure/Hyperparameters=TableSection(4x2),
-          Model description/Training Procedure/...</pre></div></div></div></div></div>,
+          Model description/Training Procedure/.*</div>,
           Model Card Authors=Jane Doe,
           Figures/ROC=PlotSection(ROC.png),
           Figures/Confusion matrix=PlotSection(confusion_matrix.jpg),
@@ -1361,9 +1361,9 @@ def expected_lines(self):
 
     @pytest.mark.parametrize("meth", [repr, str])
     def test_card_repr(self, card: Card, meth, expected_lines):
-        result = _strip_html_tag_whitespace(meth(card))
-        expected = _strip_html_tag_whitespace("\n".join(expected_lines))
-        assert result == expected
+        result = meth(card)
+        expected = "\n".join(expected_lines)
+        assert re.match(expected, result)
 
     @pytest.mark.parametrize("meth", [repr, str])
     def test_card_repr_empty_card(self, meth):
@@ -1376,7 +1376,7 @@ def test_card_repr_empty_card(self, meth):
           model=LinearRegression(),
         )
         """).strip()
-        assert result == expected
+        assert re.match(expected, result)
 
     @pytest.mark.parametrize("meth", [repr, str])
     def test_very_long_lines_are_shortened(self, card: Card, meth, expected_lines):
@@ -1389,10 +1389,9 @@ def test_very_long_lines_are_shortened(self, card: Card, meth, expected_lines):
         )
         expected_lines.insert(-1, extra_line)
         expected = "\n".join(expected_lines)
-        expected = _strip_html_tag_whitespace(expected)
 
-        result = _strip_html_tag_whitespace(meth(card))
-        assert result == expected
+        result = meth(card)
+        assert re.match(expected, result)
 
     @pytest.mark.parametrize("meth", [repr, str])
     def test_without_model_attribute(self, card: Card, meth, expected_lines):
@@ -1401,10 +1400,9 @@ def test_without_model_attribute(self, card: Card, meth, expected_lines):
         # remove line 1 from expected results, which corresponds to the model
         del expected_lines[1]
         expected = "\n".join(expected_lines)
-        expected = _strip_html_tag_whitespace(expected)
 
-        result = _strip_html_tag_whitespace(meth(card))
-        assert result == expected
+        result = meth(card)
+        assert re.match(expected, result)
 
     @pytest.mark.parametrize("meth", [repr, str])
     def test_with_metadata(self, card: Card, meth, expected_lines):

From 0e565250912dc10f48d1033edf531d7b5b238a81 Mon Sep 17 00:00:00 2001
From: adrinjalali <adrin.jalali@gmail.com>
Date: Mon, 11 Dec 2023 17:43:44 +0100
Subject: [PATCH 08/10] fix another test

---
 skops/card/tests/test_card.py | 8 +-------
 1 file changed, 1 insertion(+), 7 deletions(-)

diff --git a/skops/card/tests/test_card.py b/skops/card/tests/test_card.py
index 3c12a11f..79f92716 100644
--- a/skops/card/tests/test_card.py
+++ b/skops/card/tests/test_card.py
@@ -1430,13 +1430,7 @@ def test_with_metadata(self, card: Card, meth, expected_lines):
 
         print("DEBUG MESSAGE", expected)
         print("DEBUG MESSAGE", result)
-
-        expected = _strip_html_tag_whitespace(expected)
-        result = _strip_html_tag_whitespace(result)
-
-        print("DEBUG MESSAGE", expected)
-        print("DEBUG MESSAGE", result)
-        assert result == expected
+        assert re.match(expected, result)
 
 
 class TestCardModelAttributeIsPath:

From cc2ec2e8048b9fb916101785c46ffd8d93235839 Mon Sep 17 00:00:00 2001
From: adrinjalali <adrin.jalali@gmail.com>
Date: Mon, 11 Dec 2023 19:25:43 +0100
Subject: [PATCH 09/10] fix tests

---
 skops/card/tests/test_card.py | 53 +++++++++++------------------------
 1 file changed, 17 insertions(+), 36 deletions(-)

diff --git a/skops/card/tests/test_card.py b/skops/card/tests/test_card.py
index 79f92716..693c7adb 100644
--- a/skops/card/tests/test_card.py
+++ b/skops/card/tests/test_card.py
@@ -30,11 +30,6 @@
 from skops.utils.importutils import import_or_raise
 
 
-def _strip_html_tag_whitespace(text):
-    # Utility function to remove whitespaces after html tags such as `<div>`.
-    return re.sub(re.compile(r"div>\s+"), "div>", text)
-
-
 def fit_model():
     X = np.array([[1, 1], [1, 2], [2, 2], [2, 3]])
     y = np.dot(X, np.array([1, 2])) + 3
@@ -189,13 +184,10 @@ def test_default(self, model_card):
         result = model_card.select(
             "Model description/Training Procedure/Model Plot"
         ).format()
-        result = _strip_html_tag_whitespace(result)
         # don't compare whole text, as it's quite long and non-deterministic
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
-        assert result.endswith(
-            "<pre>LinearRegression()</pre></div></div></div></div></div>"
-        )
+        assert "LinearRegression()" in result
 
     def test_no_overflow(self, model_card):
         result = model_card.select(
@@ -229,19 +221,14 @@ def test_model_diagram_str(self):
         result = model_card.select(other_section_name).format()
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
-        assert result.endswith(
-            "<pre>LinearRegression()</pre></div></div></div></div></div>"
-        )
+        assert "LinearRegression()" in result
 
     def test_other_section(self, model_card):
         model_card.add_model_plot(section="Other section")
         result = model_card.select("Other section").content
-        result = _strip_html_tag_whitespace(result)
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
-        assert result.endswith(
-            "<pre>LinearRegression()</pre></div></div></div></div></div>"
-        )
+        assert "LinearRegression()" in result
 
     def test_with_description(self, model_card):
         model_card.add_model_plot(description="Awesome diagram below")
@@ -261,11 +248,8 @@ def test_custom_template_no_section_uses_default(self, template):
 
         # don't compare whole text, as it's quite long and non-deterministic
         assert result.startswith("<style>#sk-")
-        result = _strip_html_tag_whitespace(result)
         assert "<style>" in result
-        assert result.endswith(
-            "<pre>LinearRegression()</pre></div></div></div></div></div>"
-        )
+        assert "LinearRegression()" in result
 
     @pytest.mark.parametrize("template", CUSTOM_TEMPLATES)
     def test_custom_template_init_str_works(self, template):
@@ -274,12 +258,9 @@ def test_custom_template_init_str_works(self, template):
         model_card = Card(model, template=template, model_diagram=section_name)
 
         result = model_card.select(section_name).format()
-        result = _strip_html_tag_whitespace(result)
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
-        assert result.endswith(
-            "<pre>LinearRegression()</pre></div></div></div></div></div>"
-        )
+        assert "LinearRegression()" in result
 
     def test_default_template_and_model_diagram_true(self, model_card):
         # setting model_diagram=True should not change anything vs auto with the
@@ -289,13 +270,10 @@ def test_default_template_and_model_diagram_true(self, model_card):
         result = model_card.select(
             "Model description/Training Procedure/Model Plot"
         ).format()
-        result = _strip_html_tag_whitespace(result)
         # don't compare whole text, as it's quite long and non-deterministic
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
-        assert result.endswith(
-            "<pre>LinearRegression()</pre></div></div></div></div></div>"
-        )
+        assert "LinearRegression()" in result
 
     @pytest.mark.parametrize("template", CUSTOM_TEMPLATES)
     def test_custom_template_and_model_diagram_true_uses_default(
@@ -308,13 +286,10 @@ def test_custom_template_and_model_diagram_true_uses_default(
         result = model_card.select(
             "Model description/Training Procedure/Model Plot"
         ).format()
-        result = _strip_html_tag_whitespace(result)
         # don't compare whole text, as it's quite long and non-deterministic
         assert result.startswith("<style>#sk-")
         assert "<style>" in result
-        assert result.endswith(
-            "<pre>LinearRegression()</pre></div></div></div></div></div>"
-        )
+        assert "LinearRegression()" in result
 
     def test_add_twice(self, model_card):
         # it's possible to add the section twice, even if it doesn't make a lot
@@ -1347,7 +1322,7 @@ def expected_lines(self):
         Card(
           model=LinearRegression(fit_intercept=False),
           Model description/Training Procedure/Hyperparameters=TableSection(4x2),
-          Model description/Training Procedure/.*</div>,
+          Model description/Training Procedure/...</div>,
           Model Card Authors=Jane Doe,
           Figures/ROC=PlotSection(ROC.png),
           Figures/Confusion matrix=PlotSection(confusion_matrix.jpg),
@@ -1363,6 +1338,8 @@ def expected_lines(self):
     def test_card_repr(self, card: Card, meth, expected_lines):
         result = meth(card)
         expected = "\n".join(expected_lines)
+        expected = re.escape(expected)
+        expected = expected.replace(r"\.\.\.", ".*")
         assert re.match(expected, result)
 
     @pytest.mark.parametrize("meth", [repr, str])
@@ -1376,7 +1353,7 @@ def test_card_repr_empty_card(self, meth):
           model=LinearRegression(),
         )
         """).strip()
-        assert re.match(expected, result)
+        assert result == expected
 
     @pytest.mark.parametrize("meth", [repr, str])
     def test_very_long_lines_are_shortened(self, card: Card, meth, expected_lines):
@@ -1389,6 +1366,8 @@ def test_very_long_lines_are_shortened(self, card: Card, meth, expected_lines):
         )
         expected_lines.insert(-1, extra_line)
         expected = "\n".join(expected_lines)
+        expected = re.escape(expected)
+        expected = expected.replace(r"\.\.\.", ".*")
 
         result = meth(card)
         assert re.match(expected, result)
@@ -1400,6 +1379,8 @@ def test_without_model_attribute(self, card: Card, meth, expected_lines):
         # remove line 1 from expected results, which corresponds to the model
         del expected_lines[1]
         expected = "\n".join(expected_lines)
+        expected = re.escape(expected)
+        expected = expected.replace(r"\.\.\.", ".*")
 
         result = meth(card)
         assert re.match(expected, result)
@@ -1426,10 +1407,10 @@ def test_with_metadata(self, card: Card, meth, expected_lines):
             "  metadata.widget=[{...}],",
         ]
         expected = "\n".join(expected_lines[:2] + extra_lines + expected_lines[2:])
+        expected = re.escape(expected)
+        expected = expected.replace(r"\.\.\.", ".*")
         result = meth(card)
 
-        print("DEBUG MESSAGE", expected)
-        print("DEBUG MESSAGE", result)
         assert re.match(expected, result)
 
 

From 2f9e68e232e4196bd0929b2e1d99fca09318c21a Mon Sep 17 00:00:00 2001
From: adrinjalali <adrin.jalali@gmail.com>
Date: Mon, 11 Dec 2023 19:35:57 +0100
Subject: [PATCH 10/10] enable doctest flags

---
 setup.cfg                 | 3 +++
 skops/card/_model_card.py | 9 +--------
 2 files changed, 4 insertions(+), 8 deletions(-)

diff --git a/setup.cfg b/setup.cfg
index c82d78d1..b9ecf0e5 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,3 +1,6 @@
 [flake8]
 max-line-length = 99
 enable-extensions = C, G
+
+[tool:pytest]
+doctest_optionflags = NORMALIZE_WHITESPACE ELLIPSIS
diff --git a/skops/card/_model_card.py b/skops/card/_model_card.py
index b7f20f38..1efb0c28 100644
--- a/skops/card/_model_card.py
+++ b/skops/card/_model_card.py
@@ -478,14 +478,7 @@ class Card:
     >>> model_card.add(**{"Model description/Model name": "This model is called Bob"})
     Card(
       model=LogisticRegression(random_state=0, solver='liblinear'),
-      metadata.license=mit,
-      Model description=This is the best model,
-      Model description/Training Procedure/Hyperparameters=TableSection(15x2),
-      Model description/Training Procedure/...</pre></div></div></div></div></div>,
-      Model description/Evaluation Results=TableSection(2x2),
-      Model description/Confusion Matrix=Pl...confusion_matrix.png),
-      Model description/Model name=This model is called Bob,
-      A new section=Please rate my model,
+      ...
     )
     >>> # save the card to a README.md file
     >>> model_card.save(tmp_path / "README.md")