Merge branch 'main' into what-you-put-is-what-you-get

.github/workflows/backend.yml

@@ -102,10 +102,12 @@ jobs:
         run: |
           python -m pip install --upgrade "pip"
           python -m pip install --upgrade "build"
-          python -m pip install --upgrade "scikit-learn ==${{ matrix.scikit-learn }}"
+          # adding `.*` to the version ensures that we install the latest version of
+          # scikit-learn that is compatible with the specified version
+          python -m pip install --upgrade "scikit-learn ==${{ matrix.scikit-learn }}.*"
 
           # Install `skore` and its dependencies
-          python -m pip install --upgrade ".[test]"
+          python -m pip install --upgrade --upgrade-strategy=eager ".[test]"
 
           # Uninstall the `skore` package itself
           python -m pip uninstall -y "skore"
@@ -127,6 +129,11 @@ jobs:
           # Install `skore` without its dependencies, which are present in the venv
           wheel=(dist/*.whl); python -m pip install --force-reinstall --no-deps "${wheel}"
 
+      - name: Show dependencies versions
+        working-directory: skore/
+        run: |
+          python -c "import skore; skore.show_versions()"
+
       - name: Test without coverage
         if: ${{ ! matrix.coverage }}
         timeout-minutes: 10

examples/getting_started/plot_quick_start.py

@@ -16,7 +16,8 @@
 
 # %%
 # This will create a skore project directory named ``quick_start.skore`` in your
-# current working directory.
+# current working directory and overwrite any pre-existing project with the
+# same path.
 
 # %%
 # Evaluate your model using skore's :class:`~skore.CrossValidationReporter`:

examples/getting_started/plot_skore_product_tour.py

@@ -192,8 +192,10 @@
 #     import time
 #
 #     my_project.put("my_int", 4)
+#
 #     time.sleep(0.1)
 #     my_project.put("my_int", 9)
+#
 #     time.sleep(0.1)
 #     my_project.put("my_int", 16)
 #

examples/getting_started/plot_tracking_items.py

@@ -44,8 +44,10 @@
 import time
 
 my_project.put("my_int", 4)
+
 time.sleep(0.1)
 my_project.put("my_int", 9)
+
 time.sleep(0.1)
 my_project.put("my_int", 16)
 
@@ -76,7 +78,7 @@
 history = my_project.get("my_int", latest=False, metadata=True)
 
 # %%
-# We can print the first history (first iteration) of this item:
+# We can print the details of the first version of this item:
 
 # %%
 
@@ -100,7 +102,7 @@
         "updated_at": list_updated_at,
     }
 )
-df_track.insert(0, "iteration_number", np.arange(len(df_track)))
+df_track.insert(0, "version_number", np.arange(len(df_track)))
 df_track
 
 # %%
@@ -120,7 +122,7 @@
 
 fig = px.line(
     df_track,
-    x="iteration_number",
+    x="version_number",
     y="value",
     hover_data=df_track.columns,
     markers=True,
@@ -134,8 +136,8 @@
 #   example.
 
 # %%
-# Here, we focused on `how` to use skore's tracking of history of items.
-# But `why` track items?
+# Here, we focused on *how* to use skore's tracking of history of items.
+# But *why* track items?
 #
 # * We could track some items such as machine learning scores over time to better
 #   understand which feature engineering works best.

examples/model_evaluation/plot_estimator_report.py

@@ -154,7 +154,7 @@
 #
 # We can show that without initial cache, it would have taken more time to compute
 # the log loss.
-reporter.clean_cache()
+reporter.clear_cache()
 
 start = time.time()
 log_loss = reporter.metrics.log_loss()
@@ -266,7 +266,7 @@ def operational_decision_cost(y_true, y_pred, amount):
 # %%
 #
 # Let's now clean the cache and see if it is faster.
-reporter.clean_cache()
+reporter.clear_cache()
 
 # %%
 start = time.time()
@@ -306,10 +306,7 @@ def operational_decision_cost(y_true, y_pred, amount):
 from sklearn.metrics import make_scorer, f1_score
 
 f1_scorer = make_scorer(
-    f1_score,
-    response_method="predict",
-    metric_name="F1 Score",
-    pos_label=pos_label,
+    f1_score, response_method="predict", metric_name="F1 Score", pos_label=pos_label
 )
 operational_decision_cost_scorer = make_scorer(
     operational_decision_cost,
@@ -370,7 +367,7 @@ def operational_decision_cost(y_true, y_pred, amount):
 # %%
 #
 # Now, let's clean the cache and check if we get a slowdown.
-reporter.clean_cache()
+reporter.clear_cache()
 
 # %%
 start = time.time()

skore-ui/eslint.config.js

@@ -0,0 +1,32 @@
+import pluginVitest from '@vitest/eslint-plugin'
+import skipFormatting from '@vue/eslint-config-prettier/skip-formatting'
+import vueTsEslintConfig from '@vue/eslint-config-typescript'
+import pluginVue from 'eslint-plugin-vue'
+
+export default [
+  {
+    name: 'app/files-to-lint',
+    files: ['**/*.{ts,mts,tsx,vue}'],
+  },
+
+  {
+    name: 'app/files-to-ignore',
+    ignores: ['**/dist/**', '**/dist-ssr/**', '**/coverage/**'],
+  },
+
+  ...pluginVue.configs['flat/essential'],
+  ...vueTsEslintConfig(),
+
+  {
+    rules: {
+      "@typescript-eslint/no-explicit-any": "off",
+      "@typescript-eslint/no-unsafe-function-type": "warn",
+    }
+  },
+
+  {
+    ...pluginVitest.configs.recommended,
+    files: ['src/**/__tests__/*'],
+  },
+  skipFormatting,
+]

skore-ui/index.html

@@ -6,7 +6,6 @@
   <link rel="icon" href="/favicon.ico" sizes="any">
   <link rel="icon" href="/favicon.svg" type="image/svg+xml">
   <link rel="apple-touch-icon" href="/apple-touch-icon.png">
-  <meta name="color-scheme" content="light dark">
   <meta name="theme-color" content="#1E22AA">
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   <title>skore</title>