diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1218__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1218__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bec60876d08b9e10f9e32e5878505d65c2ab39b
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1218__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "arrow_1218",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 31,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 235477,
+  "completion_tokens": 23875
+ },
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version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/lastfailed b/.pytest_cache/v/cache/lastfailed\nnew file mode 100644\nindex 0000000..138cda8\n--- /dev/null\n+++ b/.pytest_cache/v/cache/lastfailed\n@@ -0,0 +1,3 @@\n+{\n+  \"tests/test_arrow.py::TestArrowConversion::test_anchorage_dst\": true\n+}\n\\ No newline at end of file\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..0aeb292\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,1858 @@\n+[\n+  \"tests/test_api.py::TestModule::test_factory\",\n+  \"tests/test_api.py::TestModule::test_get\",\n+  \"tests/test_api.py::TestModule::test_now\",\n+  \"tests/test_api.py::TestModule::test_utcnow\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_float_timestamp\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_getattr_ambiguous\",\n+  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\"tests/test_arrow.py::TestArrowDatetimeInterface::test_isoformat\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_isoformat_timespec\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_isoweekday\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_simplejson\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_strftime\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_time\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_timetuple\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_timetz\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_toordinal\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_utcoffset\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_utctimetuple\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_weekday\",\n+  \"tests/test_arrow.py::TestArrowDehumanize::test_czech_slovak\",\n+  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+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 233,
+ "p2p_total": 233,
+ "f2p_failed": [
+  "tests.test_locales.TestThaiLocale::test_format_timeframe",
+  "tests.test_locales.TestThaiLocale::test_weekday"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1480.1
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1218__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1218__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..74ecc1f1da38fa1253e2d18b6d9da79a3bc92c5f
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1218__s0.official.json
@@ -0,0 +1,15 @@
+{
+ "instance_id": "arrow_1218",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "2 failed, 233 passed in 2.22s",
+  "failed": [
+   "tests/test_locales.py::TestThaiLocale::test_format_timeframe",
+   "tests/test_locales.py::TestThaiLocale::test_weekday"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1222__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1222__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8edfaf8c3ae209d8e9b7364cb2b3d7c700dd9ba
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1222__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "arrow_1222",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
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0\nHcmV?d00001\n\ndiff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..c5a5a1e\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,221 @@\n+[\n+  \"tests/test_arrow.py::TestArrowAttribute::test_float_timestamp\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_getattr_ambiguous\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_getattr_base\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_getattr_dt_value\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_getattr_fold\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_getattr_imaginary\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_getattr_quarter\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_getattr_week\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_int_timestamp\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_naive\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_timestamp\",\n+  \"tests/test_arrow.py::TestArrowAttribute::test_tzinfo\",\n+  \"tests/test_arrow.py::TestArrowComparison::test_eq\",\n+  \"tests/test_arrow.py::TestArrowComparison::test_ge\",\n+  \"tests/test_arrow.py::TestArrowComparison::test_gt\",\n+  \"tests/test_arrow.py::TestArrowComparison::test_le\",\n+  \"tests/test_arrow.py::TestArrowComparison::test_lt\",\n+  \"tests/test_arrow.py::TestArrowComparison::test_ne\",\n+  \"tests/test_arrow.py::TestArrowConversion::test_anchorage_dst\",\n+  \"tests/test_arrow.py::TestArrowConversion::test_chicago_fall\",\n+  \"tests/test_arrow.py::TestArrowConversion::test_sydney_gap\",\n+  \"tests/test_arrow.py::TestArrowConversion::test_to\",\n+  \"tests/test_arrow.py::TestArrowConversion::test_to_amsterdam_then_utc\",\n+  \"tests/test_arrow.py::TestArrowConversion::test_to_israel_same_offset\",\n+  \"tests/test_arrow.py::TestArrowConversion::test_to_pacific_then_utc\",\n+  \"tests/test_arrow.py::TestArrowConversion::test_toronto_gap\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_astimezone\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_ctime\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_date\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_dst\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_isocalendar\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_isoformat\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_isoformat_timespec\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_isoweekday\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_simplejson\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_strftime\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_time\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_timetuple\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_timetz\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_toordinal\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_utcoffset\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_utctimetuple\",\n+  \"tests/test_arrow.py::TestArrowDatetimeInterface::test_weekday\",\n+  \"tests/test_arrow.py::TestArrowDehumanize::test_czech_slovak\",\n+  \"tests/test_arrow.py::TestArrowDehumanize::test_gt_than_10_years\",\n+  \"tests/test_arrow.py::TestArrowDehumanize::test_hour\",\n+  \"tests/test_arrow.py::TestArrowDehumanize::test_hours\",\n+  \"tests/test_arrow.py::TestArrowDehumanize::test_minute\",\n+  \"tests/test_arrow.py::TestArrowDehumanize::test_minutes\",\n+  \"tests/test_arrow.py::TestArrowDehumanize::test_mixed_granularity\",\n+  \"tests/test_arrow.py::TestArrowDehumanize::test_mixed_granularity_day\",\n+  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0\nHcmV?d00001\n\ndiff --git a/arrow/arrow.py b/arrow/arrow.py\nindex d3d476e..0a5b0e2 100644\n--- a/arrow/arrow.py\n+++ b/arrow/arrow.py\n@@ -595,7 +595,7 @@ class Arrow:\n \n         return floor, ceil\n \n-    def floor(self, frame: _T_FRAMES) -> \"Arrow\":\n+    def floor(self, frame: _T_FRAMES, **kwargs: Any) -> \"Arrow\":\n         \"\"\"Returns a new :class:`Arrow <arrow.arrow.Arrow>` object, representing the \"floor\"\n         of the timespan of the :class:`Arrow <arrow.arrow.Arrow>` object in a given timeframe.\n         Equivalent to the first element in the 2-tuple returned by\n@@ -610,9 +610,9 @@ class Arrow:\n \n         \"\"\"\n \n-        return self.span(frame)[0]\n+        return self.span(frame, **kwargs)[0]\n \n-    def ceil(self, frame: _T_FRAMES) -> \"Arrow\":\n+    def ceil(self, frame: _T_FRAMES, **kwargs: Any) -> \"Arrow\":\n         \"\"\"Returns a new :class:`Arrow <arrow.arrow.Arrow>` object, representing the \"ceiling\"\n         of the timespan of the :class:`Arrow <arrow.arrow.Arrow>` object in a given timeframe.\n         Equivalent to the second element in the 2-tuple returned by\n@@ -627,7 +627,7 @@ class Arrow:\n \n         \"\"\"\n \n-        return self.span(frame)[1]\n+        return self.span(frame, **kwargs)[1]\n \n     @classmethod\n     def span_range(\ndiff --git a/coverage.xml b/coverage.xml\nnew file mode 100644\nindex 0000000..9bb4d5b\n--- /dev/null\n+++ b/coverage.xml\n@@ -0,0 +1,2379 @@\n+<?xml version=\"1.0\" ?>\n+<coverage version=\"7.17.0\" timestamp=\"1792844147303\" lines-valid=\"2315\" lines-covered=\"1771\" line-rate=\"0.765\" branches-valid=\"692\" branches-covered=\"354\" branch-rate=\"0.5116\" complexity=\"0\">\n+\t<!-- Generated by coverage.py: https://coverage.readthedocs.io/en/7.17.0 -->\n+\t<!-- Based on https://raw.githubusercontent.com/cobertura/web/master/htdocs/xml/coverage-04.dtd -->\n+\t<sources>\n+\t\t<source>/tmp/g4_arrow_1222_05h0t5d9/workspace/arrow</source>\n+\t</sources>\n+\t<packages>\n+\t\t<package name=\".\" line-rate=\"0.765\" branch-rate=\"0.5116\" complexity=\"0\">\n+\t\t\t<classes>\n+\t\t\t\t<class name=\"__init__.py\" filename=\"__init__.py\" complexity=\"0\" line-rate=\"1\" branch-rate=\"1\">\n+\t\t\t\t\t<methods/>\n+\t\t\t\t\t<lines>\n+\t\t\t\t\t\t<line number=\"1\" hits=\"1\"/>\n+\t\t\t\t\t\t<line number=\"2\" hits=\"1\"/>\n+\t\t\t\t\t\t<line number=\"3\" hits=\"1\"/>\n+\t\t\t\t\t\t<line number=\"4\" hits=\"1\"/>\n+\t\t\t\t\t\t<line number=\"5\" hits=\"1\"/>\n+\t\t\t\t\t\t<line number=\"18\" hits=\"1\"/>\n+\t\t\t\t\t\t<line number=\"22\" hits=\"1\"/>\n+\t\t\t\t\t</lines>\n+\t\t\t\t</class>\n+\t\t\t\t<class name=\"_version.py\" filename=\"_version.py\" complexity=\"0\" line-rate=\"1\" branch-rate=\"1\">\n+\t\t\t\t\t<methods/>\n+\t\t\t\t\t<lines>\n+\t\t\t\t\t\t<line number=\"1\" 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+ "applied": true,
+ "f2p_passed": 5,
+ "f2p_total": 6,
+ "p2p_passed": 219,
+ "p2p_total": 219,
+ "f2p_failed": [
+  "tests.test_arrow.TestArrowSpan::test_floor_ceil_week_start_validation"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 338.2
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1222__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1222__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..be92bca61da7efe4009c3faded62741c1ebb4e43
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/arrow_1222__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "arrow_1222",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 224 passed in 2.29s",
+  "failed": [
+   "tests/test_arrow.py::TestArrowSpan::test_floor_ceil_week_start_validation"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1428__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1428__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..06b5b598883bde40f2a761e84ac40183b04bca06
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1428__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "attrs_1428",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 18,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 158227,
+  "completion_tokens": 5791
+ },
+ "patch": "diff --git a/.hypothesis/.gitignore b/.hypothesis/.gitignore\nnew file mode 100644\nindex 0000000..44edb15\n--- /dev/null\n+++ b/.hypothesis/.gitignore\n@@ -0,0 +1,9 @@\n+# This .gitignore file was automatically created by Hypothesis. Hypothesis gitignores\n+# .hypothesis by default, because we generally recommend that .hypothesis not be checked\n+# into version control.\n+#\n+# If you *would* like to check .hypothesis into version control, you should delete this\n+# file. Hypothesis will not re-create this .gitignore unless .hypothesis is deleted (and\n+# if it does, that's a bug - please report it!)\n+\n+*\ndiff --git a/.hypothesis/constants/20a98f7d1e897da8 b/.hypothesis/constants/20a98f7d1e897da8\nnew file mode 100644\nindex 0000000..641e67e\n--- /dev/null\n+++ b/.hypothesis/constants/20a98f7d1e897da8\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/_make.py\n+# hypothesis_version: 6.170.8\n+\n+['         try:', \"      return '...'\", '    )', '    __class__ = _cls', '    else:', '    return  (', '    return True', '  else:', '  finally:', '  try:', '\"', '\", NOTHING)', '%s={%s!r}', '%s={%s_repr(%s)}', \"'\", '(', ')', '))', '):', ',', ', ', ', *', '.', '=', 'A', 'AttributeError', 'ClassVar', 'NFKC', 'NOTHING', '_', '__attr_', '__attr_factory_%s', '__attr_validator_', '__attrs_attrs__', '__attrs_init__', '__attrs_post_init__', '__attrs_pre_init__', '__call__', '__cause__', '__closure__', '__context__', '__delattr__', '__dict__', '__eq__', '__ge__', '__getattr__', '__getstate__', '__gt__', '__hash__', '__init__', '__le__', '__lt__', '__main__', '__match_args__', '__module__', '__name__', '__ne__', '__notes__', '__qualname__', '__replace__', '__repr__', '__setattr__', '__setstate__', '__slots__', '__str__', '__suppress_context__', '__traceback__', '__weakref__', '_add_method_dunders', '_attr_names', '_attrs', '_attrs_cached_hash', '_base_attr_map', '_base_names', '_cache_hash', '_cache_wrapper(', '_cached_setattr_get', '_cls', '_cls_dict', '_compat', '_config', '_default', '_delete_attribs', '_first_param_type', '_frozen', '_global_name', '_has_custom_setattr', '_has_post_init', '_has_pre_init', '_is_exc', '_on_setattr', '_pre_init_has_args', '_repr', '_repr_added', '_script_snippets', '_slots', '_validator', '_weakref_slot', '_wrote_own_setattr', 'alias', 'attr_dict', 'cached_properties', 'cmp', 'converter', 'counter', 'def __hash__(self', 'def __repr__(self):', 'def wrapper(_cls):', 'default', 'else:', 'eq', 'eq_key', 'exec', 'factory', 'getattr', 'getattr(self, \"', 'hash', 'hash((', 'inherited', 'init', 'kw_only', 'metadata', 'methods', 'name', 'on_setattr', 'order', 'order_key', 'original_getattr', 'repr', 'return', 'return ', 'self', 'self.', 't.ClassVar', 'takes_field', 'takes_self', 'type', 'typing.ClassVar', 'val', 'validator']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/22172acb4b0c0058 b/.hypothesis/constants/22172acb4b0c0058\nnew file mode 100644\nindex 0000000..5b3b3f4\n--- /dev/null\n+++ b/.hypothesis/constants/22172acb4b0c0058\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/_version_info.py\n+# hypothesis_version: 6.170.8\n+\n+['.', 'final']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/24fc5ae58208a25f b/.hypothesis/constants/24fc5ae58208a25f\nnew file mode 100644\nindex 0000000..8912ba4\n--- /dev/null\n+++ b/.hypothesis/constants/24fc5ae58208a25f\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/setters.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/2a9387817f931ac4 b/.hypothesis/constants/2a9387817f931ac4\nnew file mode 100644\nindex 0000000..cad1f6d\n--- /dev/null\n+++ b/.hypothesis/constants/2a9387817f931ac4\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/_funcs.py\n+# hypothesis_version: 6.170.8\n+\n+['__attrs_attrs__', 'globalns', 'include_extras', 'localns', 'type']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/30b57973e2080873 b/.hypothesis/constants/30b57973e2080873\nnew file mode 100644\nindex 0000000..52ca632\n--- /dev/null\n+++ b/.hypothesis/constants/30b57973e2080873\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/_next_gen.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/38abd6cb2173a4a4 b/.hypothesis/constants/38abd6cb2173a4a4\nnew file mode 100644\nindex 0000000..4a936fa\n--- /dev/null\n+++ b/.hypothesis/constants/38abd6cb2173a4a4\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/conftest.py\n+# hypothesis_version: 6.170.8\n+\n+[400, 'frozen', 'patience', 'slots']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/624fbe539c0b2b73 b/.hypothesis/constants/624fbe539c0b2b73\nnew file mode 100644\nindex 0000000..2c02622\n--- /dev/null\n+++ b/.hypothesis/constants/624fbe539c0b2b73\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attrs/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['Attribute', 'AttrsInstance', 'Converter', 'Factory', 'NOTHING', 'NothingType', '__author__', '__copyright__', '__description__', '__doc__', '__email__', '__license__', '__title__', '__url__', '__version__', '__version_info__', 'asdict', 'assoc', 'astuple', 'cmp_using', 'converters', 'define', 'evolve', 'exceptions', 'field', 'fields', 'fields_dict', 'filters', 'frozen', 'has', 'make_class', 'mutable', 'resolve_types', 'setters', 'validate', 'validators']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/7882d1e7de023978 b/.hypothesis/constants/7882d1e7de023978\nnew file mode 100644\nindex 0000000..03da245\n--- /dev/null\n+++ b/.hypothesis/constants/7882d1e7de023978\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/filters.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/825312f2bab16e5e b/.hypothesis/constants/825312f2bab16e5e\nnew file mode 100644\nindex 0000000..8144984\n--- /dev/null\n+++ b/.hypothesis/constants/825312f2bab16e5e\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/_cmp.py\n+# hypothesis_version: 6.170.8\n+\n+['<', '<=', '==', '>', '>=', 'Comparable', '__eq__', '__ge__', '__gt__', '__init__', '__le__', '__lt__', '__ne__', '__slots__', '_is_comparable_to', '_requirements', 'eq', 'ge', 'gt', 'le', 'lt', 'value']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/8fb6c7d34e76fd58 b/.hypothesis/constants/8fb6c7d34e76fd58\nnew file mode 100644\nindex 0000000..2dbe3a1\n--- /dev/null\n+++ b/.hypothesis/constants/8fb6c7d34e76fd58\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/exceptions.py\n+# hypothesis_version: 6.170.8\n+\n+[\"can't set attribute\"]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/92b8efacfd52d598 b/.hypothesis/constants/92b8efacfd52d598\nnew file mode 100644\nindex 0000000..afa2446\n--- /dev/null\n+++ b/.hypothesis/constants/92b8efacfd52d598\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/_config.py\n+# hypothesis_version: 6.170.8\n+\n+[\"'run' must be bool.\", 'get_run_validators', 'set_run_validators']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/98135dc524ea7458 b/.hypothesis/constants/98135dc524ea7458\nnew file mode 100644\nindex 0000000..69ca462\n--- /dev/null\n+++ b/.hypothesis/constants/98135dc524ea7458\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['Attribute', 'AttrsInstance', 'Converter', 'Factory', 'NOTHING', 'NothingType', '__version__', '__version_info__', 'asdict', 'assoc', 'astuple', 'attr', 'attrib', 'attributes', 'attrs', 'cmp_using', 'converters', 'define', 'evolve', 'exceptions', 'field', 'fields', 'fields_dict', 'filters', 'frozen', 'get_run_validators', 'has', 'ib', 'make_class', 'mutable', 'resolve_types', 's', 'set_run_validators', 'setters', 'validate', 'validators', 'version']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/9b22c60f4666d20e b/.hypothesis/constants/9b22c60f4666d20e\nnew file mode 100644\nindex 0000000..0670509\n--- /dev/null\n+++ b/.hypothesis/constants/9b22c60f4666d20e\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attrs/exceptions.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/b9b1e0a4c614c75a b/.hypothesis/constants/b9b1e0a4c614c75a\nnew file mode 100644\nindex 0000000..66a29e4\n--- /dev/null\n+++ b/.hypothesis/constants/b9b1e0a4c614c75a\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/converters.py\n+# hypothesis_version: 6.170.8\n+\n+['0', '1', 'default_if_none', 'f', 'false', 'n', 'no', 'off', 'on', 'optional', 'pipe', 'return', 't', 'to_bool', 'true', 'val', 'y', 'yes']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/c3551c8b2b54c3b4 b/.hypothesis/constants/c3551c8b2b54c3b4\nnew file mode 100644\nindex 0000000..08ac978\n--- /dev/null\n+++ b/.hypothesis/constants/c3551c8b2b54c3b4\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/.venv/bin/pytest\n+# hypothesis_version: 6.170.8\n+\n+['-script.pyw', '.exe', '__main__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/c5f461d70a0eaaf5 b/.hypothesis/constants/c5f461d70a0eaaf5\nnew file mode 100644\nindex 0000000..57d8dce\n--- /dev/null\n+++ b/.hypothesis/constants/c5f461d70a0eaaf5\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attrs/filters.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/cf4ec727760e9090 b/.hypothesis/constants/cf4ec727760e9090\nnew file mode 100644\nindex 0000000..b1d5aa6\n--- /dev/null\n+++ b/.hypothesis/constants/cf4ec727760e9090\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attrs/setters.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/d712168851d590ee b/.hypothesis/constants/d712168851d590ee\nnew file mode 100644\nindex 0000000..be4a9ae\n--- /dev/null\n+++ b/.hypothesis/constants/d712168851d590ee\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/validators.py\n+# hypothesis_version: 6.170.8\n+\n+[', ', '<', '<=', '>', '>=', 'None', 'and_', 'deep_iterable', 'deep_mapping', 'disabled', 'ge', 'get_disabled', 'gt', 'in_', 'instance_of', 'is_callable', 'le', 'lt', 'matches_re', 'max_len', 'min_len', 'not_', 'optional', 'or_', 'set_disabled']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/d940a8f7111744bc b/.hypothesis/constants/d940a8f7111744bc\nnew file mode 100644\nindex 0000000..4d079f4\n--- /dev/null\n+++ b/.hypothesis/constants/d940a8f7111744bc\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attrs/converters.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/e44997e633ffc044 b/.hypothesis/constants/e44997e633ffc044\nnew file mode 100644\nindex 0000000..bdb1807\n--- /dev/null\n+++ b/.hypothesis/constants/e44997e633ffc044\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attrs/validators.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/fb3ada0c40ce1ba3 b/.hypothesis/constants/fb3ada0c40ce1ba3\nnew file mode 100644\nindex 0000000..39441be\n--- /dev/null\n+++ b/.hypothesis/constants/fb3ada0c40ce1ba3\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_attrs_1428_jexxmsa3/workspace/src/attr/_compat.py\n+# hypothesis_version: 6.170.8\n+\n+['PyPy', '__annotations__', 'sig']\n\\ No newline at end of file\ndiff --git a/.hypothesis/unicode_data/15.1.0/charmap.json.gz b/.hypothesis/unicode_data/15.1.0/charmap.json.gz\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..165a9152e01401202c3c1981f38d539e20d7a03a\nGIT binary patch\nliteral 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see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/lastfailed b/.pytest_cache/v/cache/lastfailed\nnew file mode 100644\nindex 0000000..4b3efb1\n--- /dev/null\n+++ b/.pytest_cache/v/cache/lastfailed\n@@ -0,0 +1,35 @@\n+{\n+  \"tests/test_mypy.yml::testAttrsAnnotated\": true,\n+  \"tests/test_mypy.yml::testAttrsPython2Annotations\": true,\n+  \"tests/test_mypy.yml::testAttrsAutoAttribs\": true,\n+  \"tests/test_mypy.yml::testAttrsSeriousNames\": true,\n+  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\"tests/test_validators.py::TestSubclassOf::test_success\",\n+  \"tests/test_validators.py::test_hashability\",\n+  \"tests/test_version_info.py::TestVersionInfo::test_from_string_no_releaselevel\",\n+  \"tests/test_version_info.py::TestVersionInfo::test_hash\",\n+  \"tests/test_version_info.py::TestVersionInfo::test_order\",\n+  \"tests/test_version_info.py::TestVersionInfo::test_suffix_is_preserved\",\n+  \"tests/test_version_info.py::TestVersionInfo::test_wrong_len[other0]\",\n+  \"tests/test_version_info.py::TestVersionInfo::test_wrong_len[other1]\",\n+  \"tests/test_version_info.py::TestVersionInfo::test_wrong_type[other0]\"\n+]\n\\ No newline at end of file\ndiff --git a/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc b/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..3cae42f181d9f7517069caf3398f97a71c766cff\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..b65c1ef\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,23 @@\n+import attrs\n+import inspect\n+\n+@attrs.define\n+class Example:\n+    val1: int\n+    val2: int = 100\n+    val3: dict = attrs.field(factory=dict)\n+    val4: int = attrs.field(kw_only=True)\n+    val5: int = attrs.field(default=100, kw_only=True)\n+\n+    def __attrs_pre_init__(self, val1, val2, val3, val4, val5):\n+        print(f\"val1 {val1}\")\n+        print(f\"val2 {val2}\")\n+        print(f\"val3 {val3}\")\n+        print(f\"val4 {val4}\")\n+        print(f\"val5 {val5}\")\n+\n+print(\"Instantiating Example...\")\n+e = Example(val1=200, val2=200, val3={\"blah\": \"blah\"}, val4=200, val5=200)\n+\n+print(\"\\nInspecting __init__:\")\n+print(inspect.getsource(Example.__init__))\ndiff --git a/src/attr/__pycache__/__init__.cpython-313.pyc b/src/attr/__pycache__/__init__.cpython-313.pyc\nnew file mode 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0\nHcmV?d00001\n\ndiff --git a/src/attr/_make.py b/src/attr/_make.py\nindex e84d979..87f9d89 100644\n--- a/src/attr/_make.py\n+++ b/src/attr/_make.py\n@@ -2321,11 +2321,11 @@ def _attrs_to_init_script(\n \n         lines.append(f\"BaseException.__init__(self, {vals})\")\n \n-    args = \", \".join(args)\n-    pre_init_args = args\n+    args_signature = \", \".join(args)\n+    pre_init_args = \", \".join([arg.split(\"=\")[0] for arg in args])\n     if kw_only_args:\n         # leading comma & kw_only args\n-        args += f\"{', ' if args else ''}*, {', '.join(kw_only_args)}\"\n+        args_signature += f\"{', ' if args_signature else ''}*, {', '.join(kw_only_args)}\"\n         pre_init_kw_only_args = \", \".join(\n             [\n                 f\"{kw_arg_name}={kw_arg_name}\"\n@@ -2343,7 +2343,7 @@ def _attrs_to_init_script(\n     # Python <3.12 doesn't allow backslashes in f-strings.\n     NL = \"\\n    \"\n     return (\n-        f\"\"\"def {method_name}(self, {args}):\n+        f\"\"\"def {method_name}(self, {args_signature}):\n     {NL.join(lines) if lines else \"pass\"}\n \"\"\",\n         names_for_globals,\ndiff --git a/src/attrs/__pycache__/__init__.cpython-313.pyc b/src/attrs/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..6df6f33302c31e63dc85677c19b5e8188dc1a6ec\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 2,
+ "f2p_total": 2,
+ "p2p_passed": 262,
+ "p2p_total": 262,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 378.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1428__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1428__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ba725bf9ee51937ed50572b90c539363d9e7a1c
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1428__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "attrs_1428",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "264 passed, 1 skipped in 5.61s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1457__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1457__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..bea7c48050c589aee4a2172f44eb344880ab1d78
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1457__s0.json
@@ -0,0 +1,38 @@
+{
+ "instance_id": "attrs_1457",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 30,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 255530,
+  "completion_tokens": 21183
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..dcbad21\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,18 @@\n+from attr import define, field\n+\n+@define(kw_only=True)\n+class MyClass:\n+    x: int = field(kw_only=False)\n+    y: int\n+\n+try:\n+    MyClass(1, 2)\n+    print(\"Success: MyClass(1, 2) worked\")\n+except TypeError as e:\n+    print(f\"Failure: MyClass(1, 2) failed with {e}\")\n+\n+try:\n+    MyClass(x=1, y=2)\n+    print(\"Success: MyClass(x=1, y=2) worked\")\n+except TypeError as e:\n+    print(f\"Failure: MyClass(x=1, y=2) failed with {e}\")\ndiff --git a/src/attr/__pycache__/__init__.cpython-313.pyc b/src/attr/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..48df0f26783f6b8de0fb6d4dacb35a263e4664d4\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 14,
+ "p2p_passed": 253,
+ "p2p_total": 253,
+ "f2p_failed": [
+  "tests.test_make.TestClassBuilder::test_handles_missing_meta_on_class",
+  "tests.test_make.TestClassBuilder::test_repr",
+  "tests.test_make.TestClassBuilder::test_returns_self",
+  "tests.test_make.TestKeywordOnlyAttributes::test_attr_level_kw_only_and_class_level_kw_only",
+  "tests.test_make.TestKeywordOnlyAttributes::test_keyword_only_class_level_subclassing",
+  "tests.test_make.TestKeywordOnlyAttributes::test_kw_only_inheritance",
+  "tests.test_make.TestKeywordOnlyAttributes::test_kw_only_inheritance_force_kw_only",
+  "tests.test_make.TestTransformAttrs::test_conflicting_defaults",
+  "tests.test_make.TestTransformAttrs::test_empty",
+  "tests.test_make.TestTransformAttrs::test_kw_only",
+  "tests.test_make.TestTransformAttrs::test_no_modifications",
+  "tests.test_make.TestTransformAttrs::test_normal",
+  "tests.test_make.TestTransformAttrs::test_these",
+  "tests.test_make.TestTransformAttrs::test_transforms_to_attribute"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1283.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1457__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1457__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..df27b8cc008e6a08202b03c31aeccbc499661d2b
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1457__s0.official.json
@@ -0,0 +1,27 @@
+{
+ "instance_id": "attrs_1457",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "14 failed, 253 passed, 1 skipped in 6.83s",
+  "failed": [
+   "tests/test_make.py::TestTransformAttrs::test_no_modifications",
+   "tests/test_make.py::TestTransformAttrs::test_normal",
+   "tests/test_make.py::TestTransformAttrs::test_empty",
+   "tests/test_make.py::TestTransformAttrs::test_transforms_to_attribute",
+   "tests/test_make.py::TestTransformAttrs::test_conflicting_defaults",
+   "tests/test_make.py::TestTransformAttrs::test_kw_only",
+   "tests/test_make.py::TestTransformAttrs::test_these",
+   "tests/test_make.py::TestKeywordOnlyAttributes::test_keyword_only_class_level_subclassing",
+   "tests/test_make.py::TestKeywordOnlyAttributes::test_attr_level_kw_only_and_class_level_kw_only",
+   "tests/test_make.py::TestKeywordOnlyAttributes::test_kw_only_inheritance",
+   "tests/test_make.py::TestKeywordOnlyAttributes::test_kw_only_inheritance_force_kw_only",
+   "tests/test_make.py::TestClassBuilder::test_repr",
+   "tests/test_make.py::TestClassBuilder::test_returns_self",
+   "tests/test_make.py::TestClassBuilder::test_handles_missing_meta_on_class"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1529__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1529__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..443da843b87ecaaad2b5c9d5714e28bcbec71a2a
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1529__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "attrs_1529",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 32,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 260644,
+  "completion_tokens": 20293
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..7325683\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,19 @@\n+from attr import define, field, fields, has\n+\n+@define\n+class Hello:\n+    a = field()\n+    b = field()\n+\n+def test():\n+    h = Hello(1, 2)\n+    print(f\"Hello class: {has(Hello)}\")\n+    print(f\"Hello instance: {has(h)}\")\n+    print(f\"Hello class fields: {fields(Hello)}\")\n+    try:\n+        print(f\"Hello instance fields: {fields(h)}\")\n+    except Exception as e:\n+        print(f\"Hello instance fields error: {e}\")\n+\n+if __name__ == \"__main__\":\n+    test()\ndiff --git a/src/attr/__pycache__/__init__.cpython-313.pyc b/src/attr/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..1e28a1959f95f706a0c298f18cfc98f55f1c8ad9\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/test_non_attrs.py b/test_non_attrs.py\nnew file mode 100644\nindex 0000000..c6b93e0\n--- /dev/null\n+++ b/test_non_attrs.py\n@@ -0,0 +1,20 @@\n+from attr import has, fields\n+\n+class NotAnAttrsClass:\n+    pass\n+\n+def test():\n+    obj = NotAnAttrsClass()\n+    print(f\"NotAnAttrsClass class has: {has(NotAnAttrsClass)}\")\n+    print(f\"NotAnAttrsClass instance has: {has(obj)}\")\n+    try:\n+        fields(NotAnAttrsClass)\n+    except Exception as e:\n+        print(f\"NotAnAttrsClass class fields error: {e}\")\n+    try:\n+        fields(obj)\n+    except Exception as e:\n+        print(f\"NotAnAttrsClass instance fields error: {e}\")\n+\n+if __name__ == \"__main__\":\n+    test()\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 273,
+ "p2p_total": 273,
+ "f2p_failed": [
+  "tests.test_make.TestFields::test_handler_non_attrs_instance",
+  "tests.test_make.TestFields::test_instance"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1219.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1529__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1529__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..855c422016d88d6187655282ade03b349f5244e9
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1529__s0.official.json
@@ -0,0 +1,15 @@
+{
+ "instance_id": "attrs_1529",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "2 failed, 273 passed, 1 skipped in 14.98s",
+  "failed": [
+   "tests/test_make.py::TestFields::test_instance",
+   "tests/test_make.py::TestFields::test_handler_non_attrs_instance"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1541__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1541__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..d907ba0914d898629d0456e02a05a90d04f82621
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1541__s0.json
@@ -0,0 +1,130 @@
+{
+ "instance_id": "attrs_1541",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 40,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 300924,
+  "completion_tokens": 14065
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..47a0f1a\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,32 @@\n+from attr import attrib, s, Converter, pipe\n+\n+class A:\n+    x = attrib()\n+\n+# Mocking the behavior of @x.converter\n+conv1 = lambda self, val: val + 1\n+conv2 = lambda self, val: val * 2\n+conv3 = lambda self, val: val - 1\n+\n+# First converter\n+A.x.converter = Converter(conv1, takes_self=True)\n+# Second converter\n+A.x.converter = pipe(A.x.converter, Converter(conv2, takes_self=True))\n+# Third converter\n+A.x.converter = pipe(A.x.converter, Converter(conv3, takes_self=True))\n+\n+# Now let's see if it works.\n+# We need to simulate how attrs calls the converter.\n+# In a real class, attrs would do something like:\n+# value = converter(value, instance, field)\n+\n+instance = A()\n+field = \"x\"\n+value = 1\n+try:\n+    result = A.x.converter(value, instance, field)\n+    print(f\"Result: {result}\")\n+except Exception as e:\n+    print(f\"Error: {e}\")\n+    import traceback\n+    traceback.print_exc()\ndiff --git a/src/attr/_make.py b/src/attr/_make.py\nindex 4b32d6a..1ed7de8 100644\n--- a/src/attr/_make.py\n+++ b/src/attr/_make.py\n@@ -2808,6 +2808,20 @@ class _CountingAttr:\n         self.on_setattr = on_setattr\n         self.alias = alias\n \n+    def converter(self, meth):\n+        \"\"\"\n+        Decorator that adds *meth* to the list of converters.\n+\n+        Returns *meth* unchanged.\n+\n+        .. versionadded:: 25.4.0\n+        \"\"\"\n+        if self.converter is None:\n+            self.converter = Converter(meth, takes_self=True)\n+        else:\n+            self.converter = pipe(self.converter, Converter(meth, takes_self=True))\n+        return meth\n+\n     def validator(self, meth):\n         \"\"\"\n         Decorator that adds *meth* to the list of validators.\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 5,
+ "p2p_passed": 0,
+ "p2p_total": 275,
+ "f2p_failed": [
+  "tests.test_make.TestConverter::test_converter_decorated",
+  "tests.test_make.TestCountingAttr::test_converter_decorator[<lambda>0]",
+  "tests.test_make.TestCountingAttr::test_converter_decorator[<lambda>1]",
+  "tests.test_make.TestCountingAttr::test_converter_decorator[pipe]",
+  "tests.test_make.TestCountingAttr::test_converter_decorator_single"
+ ],
+ "p2p_failed": [
+  "tests.test_make.TestAttributes::test_adds_all_by_default[__eq__]",
+  "tests.test_make.TestAttributes::test_adds_all_by_default[__hash__]",
+  "tests.test_make.TestAttributes::test_adds_all_by_default[__init__]",
+  "tests.test_make.TestAttributes::test_adds_all_by_default[__repr__]",
+  "tests.test_make.TestAttributes::test_clean_class[False]",
+  "tests.test_make.TestAttributes::test_clean_class[True]",
+  "tests.test_make.TestAttributes::test_empty",
+  "tests.test_make.TestAttributes::test_factory_sugar",
+  "tests.test_make.TestAttributes::test_immutable",
+  "tests.test_make.TestAttributes::test_inherited_does_not_affect_hashing_and_equality",
+  "tests.test_make.TestAttributes::test_name_not_overridden",
+  "tests.test_make.TestAttributes::test_post_init[False]",
+  "tests.test_make.TestAttributes::test_post_init[True]",
+  "tests.test_make.TestAttributes::test_pre_init[False]",
+  "tests.test_make.TestAttributes::test_pre_init[True]",
+  "tests.test_make.TestAttributes::test_pre_init_args[False]",
+  "tests.test_make.TestAttributes::test_pre_init_args[True]",
+  "tests.test_make.TestAttributes::test_pre_init_kw_only_work_with_defaults[False]",
+  "tests.test_make.TestAttributes::test_pre_init_kw_only_work_with_defaults[True]",
+  "tests.test_make.TestAttributes::test_pre_init_kwargs[False]",
+  "tests.test_make.TestAttributes::test_pre_init_kwargs[True]",
+  "tests.test_make.TestAttributes::test_pre_init_kwargs_only[False]",
+  "tests.test_make.TestAttributes::test_pre_init_kwargs_only[True]",
+  "tests.test_make.TestAttributes::test_pre_init_with_mixture_of_defaults_and_kw_only[False]",
+  "tests.test_make.TestAttributes::test_pre_init_with_mixture_of_defaults_and_kw_only[True]",
+  "tests.test_make.TestAttributes::test_pre_post_init_order[False]",
+  "tests.test_make.TestAttributes::test_pre_post_init_order[True]",
+  "tests.test_make.TestAttributes::test_repr_fake_qualname",
+  "tests.test_make.TestAttributes::test_repr_qualname",
+  "tests.test_make.TestAttributes::test_respects_add_arguments[eq-__eq__]",
+  "tests.test_make.TestAttributes::test_respects_add_arguments[init-__init__]",
+  "tests.test_make.TestAttributes::test_respects_add_arguments[order-__le__]",
+  "tests.test_make.TestAttributes::test_respects_add_arguments[repr-__repr__]",
+  "tests.test_make.TestAttributes::test_respects_add_arguments[unsafe_hash-__hash__]",
+  "tests.test_make.TestAttributes::test_respects_init_attrs_init[False]",
+  "tests.test_make.TestAttributes::test_respects_init_attrs_init[True]",
+  "tests.test_make.TestAttributes::test_sets_attrs",
+  "tests.test_make.TestAttributes::test_sets_attrs_props",
+  "tests.test_make.TestAttributes::test_sets_attrs_props_defaults",
+  "tests.test_make.TestAttributes::test_sugar_callable",
+  "tests.test_make.TestAttributes::test_sugar_factory_mutex",
+  "tests.test_make.TestAttributes::test_types",
+  "tests.test_make.TestAutoDetect::test_detect_auto_eq[False-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_eq[False-True]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_eq[True-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_eq[True-True]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_hash[False-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_hash[False-True]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_hash[True-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_hash[True-True]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_init[False-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_init[False-True]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_init[True-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_init[True-True]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_order[False-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_order[False-True]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_order[True-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_order[True-True]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_repr[False-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_repr[False-True]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_repr[True-False]",
+  "tests.test_make.TestAutoDetect::test_detect_auto_repr[True-True]",
+  "tests.test_make.TestAutoDetect::test_detects_setstate_getstate[False]",
+  "tests.test_make.TestAutoDetect::test_detects_setstate_getstate[True]",
+  "tests.test_make.TestAutoDetect::test_determine_detects_non_presence_correctly[BareC]",
+  "tests.test_make.TestAutoDetect::test_determine_detects_non_presence_correctly[BareSlottedC]",
+  "tests.test_make.TestAutoDetect::test_hash_uses_eq[False-False]",
+  "tests.test_make.TestAutoDetect::test_hash_uses_eq[False-True]",
+  "tests.test_make.TestAutoDetect::test_hash_uses_eq[True-False]",
+  "tests.test_make.TestAutoDetect::test_hash_uses_eq[True-True]",
+  "tests.test_make.TestAutoDetect::test_make_all_by_default[False-False]",
+  "tests.test_make.TestAutoDetect::test_make_all_by_default[False-True]",
+  "tests.test_make.TestAutoDetect::test_make_all_by_default[True-False]",
+  "tests.test_make.TestAutoDetect::test_make_all_by_default[True-True]",
+  "tests.test_make.TestAutoDetect::test_override_eq[False-False]",
+  "tests.test_make.TestAutoDetect::test_override_eq[False-True]",
+  "tests.test_make.TestAutoDetect::test_override_eq[True-False]",
+  "tests.test_make.TestAutoDetect::test_override_eq[True-True]",
+  "tests.test_make.TestAutoDetect::test_override_hash[False-False]",
+  "tests.test_make.TestAutoDetect::test_override_hash[False-True]",
+  "tests.test_make.TestAutoDetect::test_override_hash[True-False]",
+  "tests.test_make.TestAutoDetect::test_override_hash[True-True]",
+  "tests.test_make.TestAutoDetect::test_override_init[False-False]",
+  "tests.test_make.TestAutoDetect::test_override_init[False-True]",
+  "tests.test_make.TestAutoDetect::test_override_init[True-False]",
+  "tests.test_make.TestAutoDetect::test_override_init[True-True]",
+  "tests.test_make.TestAutoDetect::test_override_order[False-False-None-None-True]",
+  "tests.test_make.TestAutoDetect::test_override_order[False-False-None-True-None]",
+  "tests.test_make.TestAutoDetect::test_override_order[False-False-True-None-None]",
+  "tests.test_make.TestAutoDetect::test_override_order[False-False-True-True-None]",
+  "tests.test_make.TestAutoDetect::test_override_order[False-True-None-None-True]",
+  "tests.test_make.TestAutoDetect::test_override_order[False-True-None-True-None]",
+  "tests.test_make.TestAutoDetect::test_override_order[False-True-True-None-None]",
+  "tests.test_make.TestAutoDetect::test_override_order[False-True-True-True-None]",
+  "tests.test_make.TestAutoDetect::test_override_order[True-False-None-None-True]",
+  "tests.test_make.TestAutoDetect::test_override_order[True-False-None-True-None]",
+  "tests.test_make.TestAutoDetect::test_override_order[True-False-True-None-None]",
+  "tests.test_make.TestAutoDetect::test_override_order[True-False-True-True-None]",
+  "tests.test_make.TestAutoDetect::test_override_order[True-True-None-None-True]",
+  "tests.test_make.TestAutoDetect::test_override_order[True-True-None-True-None]"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 797.9
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1541__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1541__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..484a908fbdb1dd5e66f59a199de583c4495f575c
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1541__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "attrs_1541",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 4,
+  "reason": null,
+  "summary": "",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1593__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1593__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..25e9fc02b5a5bc2dbc564115b44384edd9826e6c
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1593__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "attrs_1593",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 30,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 174685,
+  "completion_tokens": 14954
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..da5ad27\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,19 @@\n+from __future__ import annotations\n+from typing import TYPE_CHECKING\n+\n+import attrs\n+\n+if TYPE_CHECKING:\n+    from typing import ClassVar\n+\n+@attrs.define\n+class T:\n+    t: ClassVar[str]\n+\n+try:\n+    T()\n+    print(\"Success\")\n+except TypeError as e:\n+    print(f\"Caught expected TypeError: {e}\")\n+except Exception as e:\n+    print(f\"Caught unexpected exception: {type(e).__name__}: {e}\")\ndiff --git a/src/attr/__pycache__/__init__.cpython-313.pyc b/src/attr/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..e865efcdba9cda0b28a85adc0895943d04c1bff7\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 47,
+ "p2p_total": 47,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 856.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1593__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1593__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a9adedf0301da9b795533c77cf266307ab4522a
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/attrs_1593__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "attrs_1593",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "48 passed, 2 skipped in 0.14s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_440__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_440__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b37718a64ebaf85aaa54c4f4bf2fe12da7a0529
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_440__s0.json
@@ -0,0 +1,27 @@
+{
+ "instance_id": "boltons_440",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 32,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 212115,
+  "completion_tokens": 20725
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0\nHcmV?d00001\n\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..c8d7bb2\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,9 @@\n+import time\n+from boltons.setutils import IndexedSet\n+\n+for n in (10_000, 20_000, 40_000, 80_000, 160_000):\n+    s = IndexedSet(range(n))\n+    to_remove = set(range(0, n, 2))   # every other element -> scattered holes\n+    t0 = time.perf_counter()\n+    s.difference_update(to_remove)\n+    print(f\"n={n:>7}: {(time.perf_counter() - t0) * 1000:9.1f} ms\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 3,
+ "p2p_passed": 17,
+ "p2p_total": 17,
+ "f2p_failed": [
+  "tests.test_listutils::test_barrel_list_getitem_past_end",
+  "tests.test_listutils::test_barrel_list_insert_at_end",
+  "tests.test_listutils::test_barrel_list_pop_after_tail_drained"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1245.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_440__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_440__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..0faec1b65cf74835475377d281567840bb7ad022
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_440__s0.official.json
@@ -0,0 +1,16 @@
+{
+ "instance_id": "boltons_440",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "3 failed, 17 passed in 0.28s",
+  "failed": [
+   "tests/test_listutils.py::test_barrel_list_getitem_past_end",
+   "tests/test_listutils.py::test_barrel_list_insert_at_end",
+   "tests/test_listutils.py::test_barrel_list_pop_after_tail_drained"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_441__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_441__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a6dbcb91bad764afb643132893ca81af2521f25
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_441__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "boltons_441",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 12,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 41234,
+  "completion_tokens": 20861
+ },
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0\nHcmV?d00001\n\ndiff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..0d1e782\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,23 @@\n+from datetime import datetime, timedelta\n+import time\n+from boltons.timeutils import LocalTZInfo\n+\n+def test_local_tzinfo():\n+    tz = LocalTZInfo()\n+    # Find a fold period for the current local timezone\n+    # This is tricky because it depends on the system timezone.\n+    # Let's just test with a known date for US/Eastern if possible, \n+    # but LocalTZInfo uses the system timezone.\n+    \n+    # Instead, let's just see what happens with fold=0 and fold=1\n+    # for a date that is likely to be in a fold period for many zones\n+    # (e.g., first Sunday of November)\n+    dt = datetime(2023, 11, 5, 1, 30)\n+    dt0 = dt.replace(fold=0)\n+    dt1 = dt.replace(fold=1)\n+    \n+    print(f\"dt0: {dt0}, is_dst: {tz.is_dst(dt0)}\")\n+    print(f\"dt1: {dt1}, is_dst: {tz.is_dst(dt1)}\")\n+\n+if __name__ == \"__main__\":\n+    test_local_tzinfo()\ndiff --git a/repro_eastern.py b/repro_eastern.py\nnew file mode 100644\nindex 0000000..c12f81c\n--- /dev/null\n+++ b/repro_eastern.py\n@@ -0,0 +1,29 @@\n+from datetime import datetime, timedelta\n+from boltons.timeutils import LocalTZInfo, Eastern\n+import time\n+\n+def fmt_offset(dt):\n+    td = dt.utcoffset()\n+    if td is None:\n+        return \"None\"\n+    fmt_str = ('-' if td < timedelta(0) else '') + '{}'\n+    return fmt_str.format(abs(td))\n+\n+# For the sake of reproduction, we can't easily control the local timezone.\n+# But we can test Eastern.\n+EASTERN_BO = Eastern\n+\n+dt_unfolded = datetime(2011, 11, 6, 1, 30)\n+# In 2011, Nov 6 was the DST end date.\n+# 2:00 AM DST became 1:00 AM Standard.\n+# So 1:30 AM is ambiguous.\n+\n+dt_unfolded_bo = dt_unfolded.replace(tzinfo=EASTERN_BO)\n+dt_folded_bo = dt_unfolded.replace(tzinfo=EASTERN_BO, fold=1)\n+\n+print(f\"Unfolded (fold=0): Offset: {fmt_offset(dt_unfolded_bo)} TZName: {dt_unfolded_bo.tzname()}\")\n+print(f\"Folded (fold=1):   Offset: {fmt_offset(dt_folded_bo)} TZName: {dt_folded_bo.tzname()}\")\n+\n+# Expected for Eastern (US/Eastern):\n+# Unfolded (fold=0) should be EDT (-4)\n+# Folded (fold=1) should be EST (-5)\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 11,
+ "p2p_total": 11,
+ "f2p_failed": [
+  "tests.test_timeutils::test_us_timezone_dst_fold",
+  "tests.test_timeutils::test_us_timezone_fromutc_sets_fold"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1951.2
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_441__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_441__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfa5e8e330dc2ce0fd0f0699be2623151f484560
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_441__s0.official.json
@@ -0,0 +1,15 @@
+{
+ "instance_id": "boltons_441",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "2 failed, 11 passed in 0.10s",
+  "failed": [
+   "tests/test_timeutils.py::test_us_timezone_dst_fold",
+   "tests/test_timeutils.py::test_us_timezone_fromutc_sets_fold"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_445__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_445__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..670ea86b4b5f1a7707b484da614a878f06afc5b6
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_445__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "boltons_445",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 18,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 152592,
+  "completion_tokens": 20747
+ },
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0\nHcmV?d00001\n\ndiff --git a/debug_wraps.py b/debug_wraps.py\nnew file mode 100644\nindex 0000000..7448b25\n--- /dev/null\n+++ b/debug_wraps.py\n@@ -0,0 +1,17 @@\n+from boltons.funcutils import wraps\n+\n+def g(a: float, b=10):\n+    return a * b\n+\n+def f(a: int,  *, b=1):\n+    return a * b\n+\n+print(\"--- wraps(f)(g) ---\")\n+wf_g = wraps(f)(g)\n+print(f\"Source: {getattr(wf_g, '__source__', 'No source')}\")\n+print(f\"Result of wf_g(3): {wf_g(3)}\")\n+\n+print(\"\\n--- wraps(g)(f) ---\")\n+wg_f = wraps(g)(f)\n+print(f\"Source: {getattr(wg_f, '__source__', 'No source')}\")\n+print(f\"Result of wg_f(3): {wg_f(3)}\")\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..1ff54b0\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,21 @@\n+from boltons.funcutils import wraps\n+\n+def g(a: float, b=10):\n+    return a * b\n+\n+def f(a: int,  *, b=1):\n+    return a * b\n+\n+# all is well here...\n+assert f(3) == 3\n+assert g(3) == 30\n+assert wraps(f)(g)(3) == 3  # yay, g got the f default (not so with functools.wraps!)\n+\n+print(\"Testing wraps(g)(f)(3)...\")\n+try:\n+    result = wraps(g)(f)(3)\n+    print(f\"Result: {result}\")\n+except Exception as e:\n+    print(f\"Caught exception: {e}\")\n+    import traceback\n+    traceback.print_exc()\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 17,
+ "p2p_total": 17,
+ "f2p_failed": [
+  "tests.test_funcutils_fb_py3::test_wraps_target_kwonly_arg_no_default",
+  "tests.test_funcutils_fb_py3::test_wraps_target_kwonly_arg_with_varargs"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1924.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_445__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_445__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b268110ddd7010c4eef3f074ccd22c499b0725b
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_445__s0.official.json
@@ -0,0 +1,15 @@
+{
+ "instance_id": "boltons_445",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "2 failed, 17 passed in 0.44s",
+  "failed": [
+   "tests/test_funcutils_fb_py3.py::test_wraps_target_kwonly_arg_no_default",
+   "tests/test_funcutils_fb_py3.py::test_wraps_target_kwonly_arg_with_varargs"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_453__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_453__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..20342da40fc23e80cfcd14c842ea6e65095a7821
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_453__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "boltons_453",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 26,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 299579,
+  "completion_tokens": 13242
+ },
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0\nHcmV?d00001\n\ndiff --git a/boltons/statsutils.py b/boltons/statsutils.py\nindex 36a8223..e365a38 100644\n--- a/boltons/statsutils.py\n+++ b/boltons/statsutils.py\n@@ -30,7 +30,7 @@\n \n \"\"\"``statsutils`` provides tools aimed primarily at descriptive\n statistics for data analysis, such as :func:`mean` (average),\n-:func:`median`, :func:`variance`, and many others,\n+:func:`mode`, :func:`median`, :func:`variance`, and many others,\n \n The :class:`Stats` type provides all the main functionality of the\n ``statsutils`` module. A :class:`Stats` object wraps a given dataset,\n@@ -272,6 +272,19 @@ class Stats:\n         return min(self.data)\n     min = _StatsProperty('min', _calc_min)\n \n+    def _calc_mode(self):\n+        \"\"\"\n+        The mode is the most frequently occurring value in the dataset.\n+        If there are multiple modes, the first one encountered is returned.\n+\n+        >>> mode([1, 2, 2, 3])\n+        2\n+        >>> mode(['a', 'b', 'a'])\n+        'a'\n+        \"\"\"\n+        return Counter(self.data).most_common(1)[0][0]\n+    mode = _StatsProperty('mode', _calc_mode)\n+\n     def _calc_median(self):\n         \"\"\"\n         The median is either the middle value or the average of the two\n",
+ "applied": true,
+ "f2p_passed": 2,
+ "f2p_total": 2,
+ "p2p_passed": 0,
+ "p2p_total": 0,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 991.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_453__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_453__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..89513b49906e6590a89309b263ed863344170ebe
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/boltons_453__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "boltons_453",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "2 passed in 0.03s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cachetools_436__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cachetools_436__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..83b870de2863357f6df87354c71a41b33eebf9c8
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cachetools_436__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "cachetools_436",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 17,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 84883,
+  "completion_tokens": 14545
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..5a0424a\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,13 @@\n+from cachetools import Cache, cachedmethod\n+\n+class Example:\n+    def __init__(self):\n+        self.cache = Cache(2)\n+\n+    @cachedmethod(lambda self: self.cache)\n+    def value(self, number):\n+        return number * 2\n+\n+example = Example()\n+print(example.value(3))\n+print(Example.value(example, 3))\ndiff --git a/src/cachetools.egg-info/PKG-INFO b/src/cachetools.egg-info/PKG-INFO\nnew file mode 100644\nindex 0000000..7246759\n--- /dev/null\n+++ b/src/cachetools.egg-info/PKG-INFO\n@@ -0,0 +1,145 @@\n+Metadata-Version: 2.4\n+Name: cachetools\n+Version: 7.2.1\n+Summary: Extensible memoizing collections and decorators\n+Author-email: Thomas Kemmer <tkemmer@computer.org>\n+Maintainer-email: Thomas Kemmer <tkemmer@computer.org>\n+License-Expression: MIT\n+Project-URL: Homepage, https://github.com/tkem/cachetools/\n+Project-URL: Documentation, https://cachetools.readthedocs.io/en/stable/\n+Project-URL: Source, https://github.com/tkem/cachetools/\n+Project-URL: Repository, https://github.com/tkem/cachetools/\n+Project-URL: Issues, https://github.com/tkem/cachetools/issues\n+Project-URL: Changelog, https://github.com/tkem/cachetools/blob/master/CHANGELOG.rst\n+Classifier: Development Status :: 5 - Production/Stable\n+Classifier: Intended Audience :: Developers\n+Classifier: Operating System :: OS Independent\n+Classifier: Programming Language :: Python\n+Classifier: Programming Language :: Python :: 3\n+Classifier: Programming Language :: Python :: 3.10\n+Classifier: Programming Language :: Python :: 3.11\n+Classifier: Programming Language :: Python :: 3.12\n+Classifier: Programming Language :: Python :: 3.13\n+Classifier: Programming Language :: Python :: 3.14\n+Classifier: Programming Language :: Python :: 3.15\n+Classifier: Topic :: Software Development :: Libraries :: Python Modules\n+Requires-Python: >=3.10\n+Description-Content-Type: text/x-rst\n+License-File: LICENSE\n+Dynamic: license-file\n+\n+cachetools\n+========================================================================\n+\n+.. image:: https://img.shields.io/pypi/v/cachetools\n+   :target: https://pypi.org/project/cachetools/\n+   :alt: Latest PyPI version\n+\n+.. image:: https://img.shields.io/github/actions/workflow/status/tkem/cachetools/ci.yml\n+   :target: https://github.com/tkem/cachetools/actions/workflows/ci.yml\n+   :alt: CI build status\n+\n+.. image:: https://img.shields.io/readthedocs/cachetools\n+   :target: https://cachetools.readthedocs.io/\n+   :alt: Documentation build status\n+\n+.. image:: https://img.shields.io/codecov/c/github/tkem/cachetools/master.svg\n+   :target: https://codecov.io/gh/tkem/cachetools\n+   :alt: Test coverage\n+\n+.. image:: https://img.shields.io/github/license/tkem/cachetools\n+   :target: https://raw.github.com/tkem/cachetools/master/LICENSE\n+   :alt: License\n+\n+This module provides various memoizing collections and decorators,\n+including variants of the Python Standard Library's `@lru_cache`_\n+function decorator.\n+\n+.. code-block:: python\n+\n+   from cachetools import cached, LRUCache, TTLCache\n+\n+   # speed up calculating Fibonacci numbers with dynamic programming\n+   @cached(cache={})\n+   def fib(n):\n+       return n if n < 2 else fib(n - 1) + fib(n - 2)\n+\n+   # cache least recently used Python Enhancement Proposals\n+   @cached(cache=LRUCache(maxsize=32))\n+   def get_pep(num):\n+       url = 'http://www.python.org/dev/peps/pep-%04d/' % num\n+       with urllib.request.urlopen(url) as s:\n+           return s.read()\n+\n+   # cache weather data for no longer than ten minutes\n+   @cached(cache=TTLCache(maxsize=1024, ttl=600))\n+   def get_weather(place):\n+       return owm.weather_at_place(place).get_weather()\n+\n+For the purpose of this module, a *cache* is a mutable_ mapping_ of a\n+fixed maximum size.  When the cache is full, i.e. by adding another\n+item the cache would exceed its maximum size, the cache must choose\n+which item(s) to discard based on a suitable `cache algorithm`_.\n+\n+This module provides multiple cache classes based on different cache\n+algorithms, as well as decorators for easily memoizing function and\n+method calls.\n+\n+\n+Installation\n+------------------------------------------------------------------------\n+\n+cachetools is available from PyPI_ and can be installed by running::\n+\n+  pip install cachetools\n+\n+\n+Project Resources\n+------------------------------------------------------------------------\n+\n+- `Documentation`_\n+- `Issue tracker`_\n+- `Source code`_\n+- `Change log`_\n+\n+\n+Related Projects\n+------------------------------------------------------------------------\n+\n+- asyncache_: Helpers to use cachetools_ with asyncio.\n+- cachetools-async_: Helpers to use cachetools_ with asyncio.\n+- cacheing_: Pure Python Cacheing Library.\n+- CacheToolsUtils_: Stackable cache classes for sharing, encryption,\n+  statistics *and more* on top of cachetools_, redis_ and memcached_.\n+- shelved-cache_: Persistent cache implementation for Python\n+  cachetools_.\n+\n+\n+License\n+------------------------------------------------------------------------\n+\n+Copyright (c) 2014-2026 Thomas Kemmer.\n+\n+Licensed under the `MIT License`_.\n+\n+\n+.. _@lru_cache: https://docs.python.org/3/library/functools.html#functools.lru_cache\n+.. _mutable: https://docs.python.org/dev/glossary.html#term-mutable\n+.. _mapping: https://docs.python.org/dev/glossary.html#term-mapping\n+.. _cache algorithm: https://en.wikipedia.org/wiki/Cache_algorithms\n+\n+.. _PyPI: https://pypi.org/project/cachetools/\n+.. _Documentation: https://cachetools.readthedocs.io/\n+.. _Issue tracker: https://github.com/tkem/cachetools/issues/\n+.. _Source code: https://github.com/tkem/cachetools/\n+.. _Change log: https://github.com/tkem/cachetools/blob/master/CHANGELOG.rst\n+.. _MIT License: https://raw.github.com/tkem/cachetools/master/LICENSE\n+\n+.. _asyncache: https://pypi.org/project/asyncache/\n+.. _cachetools-async: https://pypi.org/project/cachetools-async/\n+.. _cacheing: https://pypi.org/project/cacheing/\n+.. _CacheToolsUtils: https://pypi.org/project/CacheToolsUtils/\n+.. _shelved-cache: https://pypi.org/project/shelved-cache/\n+.. _cachetools: https://pypi.org/project/cachetools/\n+.. _redis: https://redis.io/\n+.. _memcached: https://memcached.org/\ndiff --git a/src/cachetools.egg-info/SOURCES.txt b/src/cachetools.egg-info/SOURCES.txt\nnew file mode 100644\nindex 0000000..5ce0328\n--- /dev/null\n+++ b/src/cachetools.egg-info/SOURCES.txt\n@@ -0,0 +1,35 @@\n+CHANGELOG.rst\n+LICENSE\n+MANIFEST.in\n+README.rst\n+pyproject.toml\n+tox.ini\n+docs/conf.py\n+docs/index.rst\n+src/cachetools/__init__.py\n+src/cachetools/__init__.pyi\n+src/cachetools/_cached.py\n+src/cachetools/_cachedmethod.py\n+src/cachetools/func.py\n+src/cachetools/func.pyi\n+src/cachetools/keys.py\n+src/cachetools/keys.pyi\n+src/cachetools/py.typed\n+src/cachetools.egg-info/PKG-INFO\n+src/cachetools.egg-info/SOURCES.txt\n+src/cachetools.egg-info/dependency_links.txt\n+src/cachetools.egg-info/top_level.txt\n+tests/__init__.py\n+tests/test_cache.py\n+tests/test_cached.py\n+tests/test_cachedmethod.py\n+tests/test_classmethod.py\n+tests/test_fifo.py\n+tests/test_func.py\n+tests/test_keys.py\n+tests/test_lfu.py\n+tests/test_lru.py\n+tests/test_rr.py\n+tests/test_threading.py\n+tests/test_tlru.py\n+tests/test_ttl.py\n\\ No newline at end of file\ndiff --git a/src/cachetools.egg-info/dependency_links.txt b/src/cachetools.egg-info/dependency_links.txt\nnew file mode 100644\nindex 0000000..8b13789\n--- /dev/null\n+++ b/src/cachetools.egg-info/dependency_links.txt\n@@ -0,0 +1 @@\n+\ndiff --git a/src/cachetools.egg-info/top_level.txt b/src/cachetools.egg-info/top_level.txt\nnew file mode 100644\nindex 0000000..50d1408\n--- /dev/null\n+++ b/src/cachetools.egg-info/top_level.txt\n@@ -0,0 +1 @@\n+cachetools\ndiff --git a/src/cachetools/__pycache__/__init__.cpython-313.pyc b/src/cachetools/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..c0d9bffba566d02a31aa3b6b083f6a2a81cb89b8\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 47,
+ "p2p_total": 47,
+ "f2p_failed": [
+  "tests.test_cachedmethod.UnboundMethodTest::test_base_class_call",
+  "tests.test_cachedmethod.UnboundMethodTest::test_class_call"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1383.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cachetools_436__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cachetools_436__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..3693cad81ada3c4caaf837eb29569500eca2f862
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cachetools_436__s0.official.json
@@ -0,0 +1,9 @@
+{
+ "instance_id": "cachetools_436",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "error": "agent patch did not apply: fo/PKG-INFO: already exists in working directory\nerror: src/cachetools.egg-info/SOURCES.txt: already exists in working directory\nerror: src/cachetools.egg-info/dependency_links.txt: already exists in working directory\nerror: src/cachetools.egg-info/top_level.txt: already exists in working directory\n"
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_668__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_668__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..59c159eb800db92a27d4918fde2ee6e934045be6
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_668__s0.json
@@ -0,0 +1,32 @@
+{
+ "instance_id": "cattrs_668",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 40,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 492206,
+  "completion_tokens": 7992
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..b0cec89\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,19 @@\n+[\n+  \"tests/strategies/test_native_unions.py::test_literals[BaseConverter-False]\",\n+  \"tests/strategies/test_native_unions.py::test_literals[BaseConverter-True]\",\n+  \"tests/strategies/test_native_unions.py::test_literals[Converter-False]\",\n+  \"tests/strategies/test_native_unions.py::test_literals[Converter-True]\",\n+  \"tests/strategies/test_native_unions.py::test_multiple_spillover[BaseConverter-False]\",\n+  \"tests/strategies/test_native_unions.py::test_multiple_spillover[BaseConverter-True]\",\n+  \"tests/strategies/test_native_unions.py::test_multiple_spillover[Converter-False]\",\n+  \"tests/strategies/test_native_unions.py::test_multiple_spillover[Converter-True]\",\n+  \"tests/strategies/test_native_unions.py::test_only_primitives[BaseConverter-False]\",\n+  \"tests/strategies/test_native_unions.py::test_only_primitives[BaseConverter-True]\",\n+  \"tests/strategies/test_native_unions.py::test_only_primitives[Converter-False]\",\n+  \"tests/strategies/test_native_unions.py::test_only_primitives[Converter-True]\",\n+  \"tests/strategies/test_native_unions.py::test_skip_optionals\",\n+  \"tests/strategies/test_native_unions.py::test_spillover[BaseConverter-False]\",\n+  \"tests/strategies/test_native_unions.py::test_spillover[BaseConverter-True]\",\n+  \"tests/strategies/test_native_unions.py::test_spillover[Converter-False]\",\n+  \"tests/strategies/test_native_unions.py::test_spillover[Converter-True]\"\n+]\n\\ No newline at end of file\ndiff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..f98655c\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,24 @@\n+import attrs\n+from cattrs import Converter\n+\n+@attrs.define\n+class B:\n+    b: int\n+\n+c = Converter()\n+try:\n+    print(f\"Structuring 1 as float | B: {c.structure(c.unstructure(1, float | B), float | B)}\")\n+except Exception as e:\n+    import traceback\n+    traceback.print_exc()\n+\n+@attrs.define\n+class X:\n+    x: int\n+\n+c2 = Converter()\n+try:\n+    print(f\"Structuring X(x=1) as float | X: {c2.structure(c2.unstructure(X(x=1), float | X), float | X)}\")\n+except Exception as e:\n+    import traceback\n+    traceback.print_exc()\ndiff --git a/src/cattrs/__pycache__/__init__.cpython-313.pyc b/src/cattrs/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..4f9a2220677ccd9616696349057481f4be6cab61\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/cattrs/disambiguators.py b/src/cattrs/disambiguators.py\nindex 6fc5d9d..3d124b9 100644\n--- a/src/cattrs/disambiguators.py\n+++ b/src/cattrs/disambiguators.py\n@@ -32,7 +32,7 @@ __all__ = [\"create_default_dis_func\", \"is_supported_union\"]\n def is_supported_union(typ: Any) -> bool:\n     \"\"\"Whether the type is a union of attrs classes or dataclasses.\"\"\"\n     return is_union_type(typ) and all(\n-        e is NoneType or has(get_origin(e) or e) for e in typ.__args__\n+        e is NoneType or has(get_origin(e) or e) or e in ANIES for e in typ.__args__\n     )\n \n \ndiff --git a/src/cattrs/gen/__pycache__/__init__.cpython-313.pyc b/src/cattrs/gen/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..3a0360ba02ab618ee08cb231c525a8f30b5fc25d\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 8,
+ "p2p_passed": 24,
+ "p2p_total": 24,
+ "f2p_failed": [
+  "tests.strategies.test_union_passthrough::test_int_is_float[BaseConverter-False]",
+  "tests.strategies.test_union_passthrough::test_int_is_float[BaseConverter-True]",
+  "tests.strategies.test_union_passthrough::test_int_is_float[Converter-False]",
+  "tests.strategies.test_union_passthrough::test_int_is_float[Converter-True]",
+  "tests.strategies.test_union_passthrough::test_int_is_not_float[BaseConverter-False]",
+  "tests.strategies.test_union_passthrough::test_int_is_not_float[BaseConverter-True]",
+  "tests.strategies.test_union_passthrough::test_int_is_not_float[Converter-False]",
+  "tests.strategies.test_union_passthrough::test_int_is_not_float[Converter-True]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 654.0
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_668__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_668__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..b54c3d0ceec6655fab021279fbc792fdd29240e5
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_668__s0.official.json
@@ -0,0 +1,21 @@
+{
+ "instance_id": "cattrs_668",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "8 failed, 24 passed in 0.20s",
+  "failed": [
+   "tests/strategies/test_union_passthrough.py::test_int_is_float[BaseConverter-True]",
+   "tests/strategies/test_union_passthrough.py::test_int_is_float[BaseConverter-False]",
+   "tests/strategies/test_union_passthrough.py::test_int_is_not_float[BaseConverter-True]",
+   "tests/strategies/test_union_passthrough.py::test_int_is_not_float[BaseConverter-False]",
+   "tests/strategies/test_union_passthrough.py::test_int_is_float[Converter-True]",
+   "tests/strategies/test_union_passthrough.py::test_int_is_float[Converter-False]",
+   "tests/strategies/test_union_passthrough.py::test_int_is_not_float[Converter-True]",
+   "tests/strategies/test_union_passthrough.py::test_int_is_not_float[Converter-False]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_683__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_683__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..197ab57ea7c143cdb067a92ef2ec3f4b32e17221
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_683__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "cattrs_683",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 26,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 157086,
+  "completion_tokens": 4654
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..9a91007\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,98 @@\n+[\n+  \"tests/strategies/test_include_subclasses.py::test_circular_reference[with-subclasses-and-tagged-union]\",\n+  \"tests/strategies/test_include_subclasses.py::test_circular_reference[with-subclasses]\",\n+  \"tests/strategies/test_include_subclasses.py::test_circular_reference[wo-subclasses]\",\n+  \"tests/strategies/test_include_subclasses.py::test_cycles_classes_2[False]\",\n+  \"tests/strategies/test_include_subclasses.py::test_cycles_classes_2[True]\",\n+  \"tests/strategies/test_include_subclasses.py::test_cyclic_classes[False]\",\n+  \"tests/strategies/test_include_subclasses.py::test_cyclic_classes[True]\",\n+  \"tests/strategies/test_include_subclasses.py::test_no_parent_classes[False]\",\n+  \"tests/strategies/test_include_subclasses.py::test_no_parent_classes[True]\",\n+  \"tests/strategies/test_include_subclasses.py::test_overrides[with-union-strategy-child1-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_overrides[with-union-strategy-child2-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_overrides[with-union-strategy-grandchild-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_overrides[with-union-strategy-parent-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_overrides[wo-union-strategy-child1-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_overrides[wo-union-strategy-child2-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_overrides[wo-union-strategy-grandchild-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_overrides[wo-union-strategy-parent-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_parents_with_generics[False]\",\n+  \"tests/strategies/test_include_subclasses.py::test_parents_with_generics[True]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structure_as_union\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_unstructuring_unknown_subclass\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-child1-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-child2-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-grandchild-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-non-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-non-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-non-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-non-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-parent-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-and-tagged-union-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-child1-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-child2-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-grandchild-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-non-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-non-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-non-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-non-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-parent-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[with-subclasses-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-child1-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-child2-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-grandchild-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-non-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-non-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-non-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-non-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-parent-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_inheritance[wo-subclasses-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_structuring_with_subclasses_argument\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-child1-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-child2-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-grandchild-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-non-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-non-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-non-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-non-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-parent-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-and-tagged-union-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-child1-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-child2-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-grandchild-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-non-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-non-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-non-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-non-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-parent-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[with-subclasses-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-child1-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-child2-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-grandchild-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-non-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-non-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-non-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-non-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-parent-only]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-union-compose-child]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-union-compose-grandchild]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-union-compose-parent]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unstructuring_with_inheritance[wo-subclasses-union-container]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unsupported_class[False]\",\n+  \"tests/strategies/test_include_subclasses.py::test_unsupported_class[True]\"\n+]\n\\ No newline at end of file\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..6d5015a\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,42 @@\n+\n+from attrs import define\n+from typing import Any, Generic, TypeVar\n+import cattrs\n+from cattrs.strategies import include_subclasses, configure_tagged_union\n+import pytest\n+\n+T = TypeVar(\"T\")\n+\n+@define\n+class GenericParent(Generic[T]):\n+    p: T\n+\n+@define\n+class Child1G(GenericParent[str]):\n+    c: str\n+\n+@define\n+class Child2G(GenericParent[int]):\n+    c: str\n+\n+def test_generic_parents_with_tagged_union():\n+    converter = cattrs.Converter()\n+    \n+    # This is the failing call\n+    try:\n+        include_subclasses(GenericParent[str], converter, union_strategy=configure_tagged_union)\n+    except Exception as e:\n+        print(f\"Caught exception: {e}\")\n+        raise e\n+\n+    assert converter.structure(converter.unstructure(Child1G('a', 'b')), GenericParent[str]) == Child1G('a', 'b')\n+    assert converter.structure(converter.unstructure(Child2G(1, 'b')), GenericParent[str]) == Child2G(1, 'b')\n+\n+if __name__ == \"__main__\":\n+    try:\n+        test_generic_parents_with_tagged_union()\n+        print(\"Test passed!\")\n+    except Exception as e:\n+        print(f\"Test failed: {e}\")\n+        import traceback\n+        traceback.print_exc()\ndiff --git a/src/cattrs/__pycache__/__init__.cpython-313.pyc b/src/cattrs/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..82a521d98ddfc9fb1cfb376b31a66597ac9dbe30\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/cattrs/strategies/_subclasses.py b/src/cattrs/strategies/_subclasses.py\nindex 483a226..e6b9330 100644\n--- a/src/cattrs/strategies/_subclasses.py\n+++ b/src/cattrs/strategies/_subclasses.py\n@@ -23,7 +23,8 @@ def _make_subclasses_tree(cl: type) -> list[type]:\n \n def _has_subclasses(cl: type, given_subclasses: tuple[type, ...]) -> bool:\n     \"\"\"Whether the given class has subclasses from `given_subclasses`.\"\"\"\n-    actual = set(cl.__subclasses__())\n+    cls_origin = typing.get_origin(cl) or cl\n+    actual = set(cls_origin.__subclasses__())\n     given = set(given_subclasses)\n     return bool(actual & given)\n \n@@ -231,7 +232,7 @@ def _include_subclasses_with_union_strategy(\n             return cls is _cl\n \n         converter.register_unstructure_hook_func(cls_is_cl, unstruct_hook)\n-        subclasses = tuple([c for c in union_classes if issubclass(c, cl)])\n+        subclasses = tuple([c for c in union_classes if 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 2,
+ "f2p_total": 2,
+ "p2p_passed": 81,
+ "p2p_total": 81,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 377.2
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_683__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_683__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..373aaa0a1f15e4a2df3ae04424a22b2008a8855a
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_683__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "cattrs_683",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "83 passed, 15 xfailed in 2.21s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_702__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_702__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..5888b75966dc4bfac63ce065c8525e062c7456f6
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_702__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "cattrs_702",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 35,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 263255,
+  "completion_tokens": 10334
+ },
+ "patch": "diff --git a/.hypothesis/.gitignore b/.hypothesis/.gitignore\nnew file mode 100644\nindex 0000000..44edb15\n--- /dev/null\n+++ b/.hypothesis/.gitignore\n@@ -0,0 +1,9 @@\n+# This .gitignore file was automatically created by Hypothesis. Hypothesis gitignores\n+# .hypothesis by default, because we generally recommend that .hypothesis not be checked\n+# into version control.\n+#\n+# If you *would* like to check .hypothesis into version control, you should delete this\n+# file. Hypothesis will not re-create this .gitignore unless .hypothesis is deleted (and\n+# if it does, that's a bug - please report it!)\n+\n+*\ndiff --git a/.hypothesis/constants/0590ccdac2a61623 b/.hypothesis/constants/0590ccdac2a61623\nnew file mode 100644\nindex 0000000..ba83281\n--- /dev/null\n+++ b/.hypothesis/constants/0590ccdac2a61623\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/strategies/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['include_subclasses', 'use_class_methods']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/232d02c3266f868f b/.hypothesis/constants/232d02c3266f868f\nnew file mode 100644\nindex 0000000..af1d57b\n--- /dev/null\n+++ b/.hypothesis/constants/232d02c3266f868f\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/types.py\n+# hypothesis_version: 6.170.8\n+\n+['In', 'SimpleStructureHook', 'T']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/27ca3729e5d701ff b/.hypothesis/constants/27ca3729e5d701ff\nnew file mode 100644\nindex 0000000..d4e2192\n--- /dev/null\n+++ b/.hypothesis/constants/27ca3729e5d701ff\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/v.py\n+# hypothesis_version: 6.170.8\n+\n+['$', '__name__', 'expected a mapping', 'format_exception', 'invalid value', 'transform_error']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/283ae7dbd0de1ffc b/.hypothesis/constants/283ae7dbd0de1ffc\nnew file mode 100644\nindex 0000000..8661a81\n--- /dev/null\n+++ b/.hypothesis/constants/283ae7dbd0de1ffc\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/subclasses.py\n+# hypothesis_version: 6.170.8\n+\n+['__dataclass_params__', '__slots__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/2e79363fd1564773 b/.hypothesis/constants/2e79363fd1564773\nnew file mode 100644\nindex 0000000..3247c3f\n--- /dev/null\n+++ b/.hypothesis/constants/2e79363fd1564773\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/cols.py\n+# hypothesis_version: 6.170.8\n+\n+['T', '__notes__', '__orig_bases__', '__origin__', 'from_converter', 'is_abstract_set', 'is_any_set', 'is_defaultdict', 'is_frozenset', 'is_mapping', 'is_mutable_sequence', 'is_namedtuple', 'is_sequence', 'is_set']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/2feb04a95bd7071c b/.hypothesis/constants/2feb04a95bd7071c\nnew file mode 100644\nindex 0000000..8174222\n--- /dev/null\n+++ b/.hypothesis/constants/2feb04a95bd7071c\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/disambiguators.py\n+# hypothesis_version: 6.170.8\n+\n+['from_converter', 'is_supported_union', 'overrides']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/341d31db8ee09cc5 b/.hypothesis/constants/341d31db8ee09cc5\nnew file mode 100644\nindex 0000000..b89d480\n--- /dev/null\n+++ b/.hypothesis/constants/341d31db8ee09cc5\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/gen/_lc.py\n+# hypothesis_version: 6.170.8\n+\n+['__qualname__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/47b421be56e4f6f8 b/.hypothesis/constants/47b421be56e4f6f8\nnew file mode 100644\nindex 0000000..742c1a4\n--- /dev/null\n+++ b/.hypothesis/constants/47b421be56e4f6f8\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/gen/_consts.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/549185d561bc0c7f b/.hypothesis/constants/549185d561bc0c7f\nnew file mode 100644\nindex 0000000..645aa4c\n--- /dev/null\n+++ b/.hypothesis/constants/549185d561bc0c7f\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/strategies/_unions.py\n+# hypothesis_version: 6.170.8\n+\n+['_type', 'forbid_extra_keys']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/6621aaf23e6dbd0f b/.hypothesis/constants/6621aaf23e6dbd0f\nnew file mode 100644\nindex 0000000..60298e3\n--- /dev/null\n+++ b/.hypothesis/constants/6621aaf23e6dbd0f\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['BaseConverter', 'BaseValidationError', 'ClassValidationError', 'Converter', 'GenConverter', 'SimpleStructureHook', 'UnstructureStrategy', 'get_structure_hook', 'get_unstructure_hook', 'global_converter', 'override', 'structure', 'transform_error', 'unstructure']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/6b7517986662f84a b/.hypothesis/constants/6b7517986662f84a\nnew file mode 100644\nindex 0000000..7c3c6e2\n--- /dev/null\n+++ b/.hypothesis/constants/6b7517986662f84a\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattr/gen.py\n+# hypothesis_version: 6.170.8\n+\n+['AttributeOverride', 'override']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/7c751ee8d64064b3 b/.hypothesis/constants/7c751ee8d64064b3\nnew file mode 100644\nindex 0000000..5aae392\n--- /dev/null\n+++ b/.hypothesis/constants/7c751ee8d64064b3\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattr/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['BaseConverter', 'Converter', 'GenConverter', 'UnstructureStrategy', 'global_converter', 'override', 'structure', 'unstructure']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/84017c78a9e1458b b/.hypothesis/constants/84017c78a9e1458b\nnew file mode 100644\nindex 0000000..cd94e99\n--- /dev/null\n+++ b/.hypothesis/constants/84017c78a9e1458b\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/_compat.py\n+# hypothesis_version: 6.170.8\n+\n+['ANIES', 'ExceptionGroup', 'ExtensionsTypedDict', 'TypeAlias', '__args__', '__attrs_attrs__', '__class__', '__dataclass_fields__', '__orig_bases__', '__origin__', '_is_protocol', 'adapted_fields', 'fields_dict', 'has', 'is_typeddict', 'kw_only']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/8d74bf0062e45a8b b/.hypothesis/constants/8d74bf0062e45a8b\nnew file mode 100644\nindex 0000000..19d7d5c\n--- /dev/null\n+++ b/.hypothesis/constants/8d74bf0062e45a8b\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/errors.py\n+# hypothesis_version: 6.170.8\n+\n+['__notes__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/96069af139809406 b/.hypothesis/constants/96069af139809406\nnew file mode 100644\nindex 0000000..94fe055\n--- /dev/null\n+++ b/.hypothesis/constants/96069af139809406\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/fns.py\n+# hypothesis_version: 6.170.8\n+\n+['T']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/9693f80eb2c0776b b/.hypothesis/constants/9693f80eb2c0776b\nnew file mode 100644\nindex 0000000..bcc20ff\n--- /dev/null\n+++ b/.hypothesis/constants/9693f80eb2c0776b\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/strategies/_subclasses.py\n+# hypothesis_version: 6.170.8\n+\n+['C']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/a47f01bb0248a8d6 b/.hypothesis/constants/a47f01bb0248a8d6\nnew file mode 100644\nindex 0000000..391ac49\n--- /dev/null\n+++ b/.hypothesis/constants/a47f01bb0248a8d6\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/typealiases.py\n+# hypothesis_version: 6.170.8\n+\n+['get_type_alias_base', 'is_type_alias']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/a50601d161fd5767 b/.hypothesis/constants/a50601d161fd5767\nnew file mode 100644\nindex 0000000..6009572\n--- /dev/null\n+++ b/.hypothesis/constants/a50601d161fd5767\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/_generics.py\n+# hypothesis_version: 6.170.8\n+\n+['__name__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/b4ea256f90a44076 b/.hypothesis/constants/b4ea256f90a44076\nnew file mode 100644\nindex 0000000..c7ce822\n--- /dev/null\n+++ b/.hypothesis/constants/b4ea256f90a44076\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/converters.py\n+# hypothesis_version: 6.170.8\n+\n+['BaseConverter', 'Converter', 'CounterT', 'GenConverter', 'Not enough', 'StructureHookFactory', 'StructureHookT', 'T', 'Too many', 'UnstructureHookT', 'UnstructureStrategy', 'V', '__notes__', '_dict_factory', '_struct_copy_skip', '_structure_attrs', '_structure_func', '_unstruct_copy_skip', '_unstructure_attrs', '_unstructure_func', 'alias', 'asdict', 'astuple', 'converter', 'detailed_validation', 'extended', 'forbid_extra_keys', 'from_converter', 'omit_if_default', 'type_overrides', 'use_alias']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/ba8d0b80834ab9f8 b/.hypothesis/constants/ba8d0b80834ab9f8\nnew file mode 100644\nindex 0000000..b41481b\n--- /dev/null\n+++ b/.hypothesis/constants/ba8d0b80834ab9f8\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/gen/_shared.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/c4ff3dfe9d5750f5 b/.hypothesis/constants/c4ff3dfe9d5750f5\nnew file mode 100644\nindex 0000000..a5003af\n--- /dev/null\n+++ b/.hypothesis/constants/c4ff3dfe9d5750f5\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/dispatch.py\n+# hypothesis_version: 6.170.8\n+\n+['Hook', 'extended']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/d1f0966a10e6a5d8 b/.hypothesis/constants/d1f0966a10e6a5d8\nnew file mode 100644\nindex 0000000..c5f51d7\n--- /dev/null\n+++ b/.hypothesis/constants/d1f0966a10e6a5d8\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/literals.py\n+# hypothesis_version: 6.170.8\n+\n+['is_literal']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/d8582eee32302659 b/.hypothesis/constants/d8582eee32302659\nnew file mode 100644\nindex 0000000..ac168ab\n--- /dev/null\n+++ b/.hypothesis/constants/d8582eee32302659\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/strategies/_class_methods.py\n+# hypothesis_version: 6.170.8\n+\n+['T']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/da39a3ee5e6b4b0d b/.hypothesis/constants/da39a3ee5e6b4b0d\nnew file mode 100644\nindex 0000000..8121550\n--- /dev/null\n+++ b/.hypothesis/constants/da39a3ee5e6b4b0d\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/bench/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/dd2de64bfb637eb5 b/.hypothesis/constants/dd2de64bfb637eb5\nnew file mode 100644\nindex 0000000..008c72b\n--- /dev/null\n+++ b/.hypothesis/constants/dd2de64bfb637eb5\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/gen/typeddicts.py\n+# hypothesis_version: 6.170.8\n+\n+['  errors = []', '  if unknown_fields:', '  res = o.copy()', '  return res', ', ', 'T', '[\\\\[\\\\.\\\\] ,<>]', '\\\\|', '_', '__annotations__', '__c_a', '__c_avn', '__c_cve', '__c_feke', '__c_mapping', '__cl', '__name__', '__orig_bases__', '__parameters__', '__required_keys__', 'exec', 'forbid_extra_keys', 'from_converter', 'structure', 'structure_', 'typing.Generic', 'u', 'unstructure']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/df3d662382ace19d b/.hypothesis/constants/df3d662382ace19d\nnew file mode 100644\nindex 0000000..e2ccade\n--- /dev/null\n+++ b/.hypothesis/constants/df3d662382ace19d\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/gen/_generics.py\n+# hypothesis_version: 6.170.8\n+\n+['__args__', '__default__', '__parameters__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/e419c0112b291bf4 b/.hypothesis/constants/e419c0112b291bf4\nnew file mode 100644\nindex 0000000..c258b51\n--- /dev/null\n+++ b/.hypothesis/constants/e419c0112b291bf4\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattrs/gen/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['      continue', '    )', '    ))', '    instance = __cl(', '    res = (', '    return __cl(', '    return res', '    try:', '  )', '  errors = []', '  if errors:', '  if unknown_fields:', '  instance = __cl(', '  res = {', '  res = {}', '  return __cl(', '  return instance', '  return res', '  try:', '  }', '**res,', ', ', 'T', '[\\\\[\\\\.\\\\] ,<>]', '\\\\|', '_', '__args__', '__c_a', '__c_avn', '__c_cve', '__c_feke', '__cattr_k_s', '__cattr_k_s(k)', '__cattr_k_t', '__cattr_k_u', '__cattr_k_u(k)', '__cattr_mapping_cl', '__cattr_seq_cl', '__cattr_v_s', '__cattr_v_s(v)', '__cattr_v_t', '__cattr_v_u', '__cattr_v_u(v)', '__cl', '__default__', '__name__', '__orig_bases__', '__parameters__', 'cl', 'enumerate', 'exec', 'forbid_extra_keys', 'from_converter', 'k', 'key_type', 'structure', 'structure_', 'structure_mapping', 'typing.Generic', 'u', 'unstructure', 'unstructure_', 'unstructure_mapping', 'unstructure_tuple', 'use_alias', 'v', 'val_type']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/e7a0566265277fcd b/.hypothesis/constants/e7a0566265277fcd\nnew file mode 100644\nindex 0000000..09181a1\n--- /dev/null\n+++ b/.hypothesis/constants/e7a0566265277fcd\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_702_oaw7w9xv/workspace/src/cattr/converters.py\n+# hypothesis_version: 6.170.8\n+\n+['BaseConverter', 'Converter', 'GenConverter', 'UnstructureStrategy']\n\\ No newline at end of file\ndiff --git a/.hypothesis/unicode_data/15.1.0/charmap.json.gz b/.hypothesis/unicode_data/15.1.0/charmap.json.gz\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..6af3d58970f88b8b9ea262fb1e6a44098f42110b\nGIT binary patch\nliteral 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see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/lastfailed b/.pytest_cache/v/cache/lastfailed\nnew file mode 100644\nindex 0000000..40ab8c0\n--- /dev/null\n+++ b/.pytest_cache/v/cache/lastfailed\n@@ -0,0 +1,5 @@\n+{\n+  \"tests/preconf/test_msgspec_cpython.py\": true,\n+  \"tests/preconf/test_pyyaml.py\": true,\n+  \"tests/test_preconf.py\": true\n+}\n\\ No newline at end of file\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 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0\nHcmV?d00001\n\ndiff --git a/src/cattrs/converters.py b/src/cattrs/converters.py\nindex 13f63ee..f1c8ee5 100644\n--- a/src/cattrs/converters.py\n+++ b/src/cattrs/converters.py\n@@ -632,7 +632,7 @@ class BaseConverter:\n \n     def _unstructure_enum(self, obj: Enum) -> Any:\n         \"\"\"Convert an enum to its value.\"\"\"\n-        return obj.value\n+        return self.unstructure(obj.value)\n \n     def _unstructure_seq(self, seq: Sequence[T]) -> Sequence[T]:\n         \"\"\"Convert a sequence to primitive equivalents.\"\"\"\ndiff --git a/src/cattrs/gen/__pycache__/__init__.cpython-313.pyc b/src/cattrs/gen/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..b8e5484de6f6fbb2e7d9c38ececd00c6afda6347\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 2,
+ "p2p_passed": 2,
+ "p2p_total": 2,
+ "f2p_failed": [
+  "tests.test_enums::test_structure_complex_enum"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 859.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_702__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_702__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..49848ca306edb63333ad8e3d381cd101f61c9367
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_702__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "cattrs_702",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 3 passed in 1.21s",
+  "failed": [
+   "tests/test_enums.py::test_structure_complex_enum"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_710__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_710__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..348b3c624e43bcfb9152a529c5e4c0d880fa6329
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_710__s0.json
@@ -0,0 +1,28 @@
+{
+ "instance_id": "cattrs_710",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 40,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 471822,
+  "completion_tokens": 9313
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..77fc244\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,51 @@\n+from attrs import define, field, has\n+from cattrs import Converter, gen\n+import pytest\n+\n+@define\n+class Cat:\n+    cat_name: str = field(alias=\"catName\")\n+\n+@define\n+class Dog:\n+    dog_name: str = field(alias=\"dogName\")\n+\n+@define\n+class Apartment:\n+    pet: Cat | Dog\n+\n+def test_union_with_alias():\n+    c0 = Converter()\n+    c1 = Converter(use_alias=True)\n+    c2 = Converter()\n+    c2.register_structure_hook_factory(\n+        has,\n+        lambda cl: gen.make_dict_structure_fn(cl, c2, _cattrs_use_alias=True)\n+    )\n+\n+    snake_dog = dict(dog_name=\"snake\")\n+    camelDog = dict(dogName=\"camel\")\n+    snake_cat = dict(cat_name=\"snake\")\n+    camelCat = dict(catName=\"camel\")\n+\n+    # Default converter should work with snake_case\n+    assert c0.structure(dict(pet=snake_dog), Apartment) == Apartment(pet=Dog(dog_name='snake'))\n+    \n+    # use_alias=True should work with camelCase\n+    # The user says this fails.\n+    res1 = c1.structure(dict(pet=camelCat), Apartment)\n+    assert res1 == Apartment(pet=Cat(cat_name='camel'))\n+\n+    # hook_factory should also work with camelCase\n+    # The user says this fails.\n+    res2 = c2.structure(dict(pet=camelCat), Apartment)\n+    assert res2 == Apartment(pet=Cat(cat_name='camel'))\n+\n+if __name__ == \"__main__\":\n+    try:\n+        test_union_with_alias()\n+        print(\"Test passed!\")\n+    except Exception as e:\n+        import traceback\n+        traceback.print_exc()\n+        print(\"Test failed!\")\ndiff --git a/reproduce_issue_v2.py b/reproduce_issue_v2.py\nnew file mode 100644\nindex 0000000..b8ef54a\n--- /dev/null\n+++ b/reproduce_issue_v2.py\n@@ -0,0 +1,64 @@\n+from attrs import define, field, has\n+from cattrs import Converter, gen\n+import pytest\n+\n+@define\n+class Cat:\n+    cat_name: str = field(alias=\"catName\")\n+\n+@define\n+class Dog:\n+    dog_name: str = field(alias=\"dogName\")\n+\n+@define\n+class Apartment:\n+    pet: Cat | Dog\n+\n+def test_union_with_alias():\n+    c0 = Converter()\n+    c1 = Converter(use_alias=True)\n+    c2 = Converter()\n+    c2.register_structure_hook_factory(\n+        has,\n+        lambda cl: gen.make_dict_structure_fn(cl, c2, _cattrs_use_alias=True)\n+    )\n+\n+    snake_dog = dict(dog_name=\"snake\")\n+    camelDog = dict(dogName=\"camel\")\n+    snake_cat = dict(cat_name=\"snake\")\n+    camelCat = dict(catName=\"camel\")\n+\n+    # Default converter should work with snake_case\n+    # Note: the user had a bug in their reproduction script:\n+    # Dog(dog_name='snake') fails because attrs classes with aliases \n+    # by default require the alias in __init__ if you use @define? \n+    # No, actually it depends on how they are defined.\n+    # Let's check what happens.\n+    \n+    print(\"Testing c0 (default)...\")\n+    try:\n+        res = c0.structure(dict(pet=snake_dog), Apartment)\n+        print(f\"c0 result: {res}\")\n+    except Exception as e:\n+        print(f\"c0 failed: {e}\")\n+\n+    print(\"Testing c1 (use_alias=True)...\")\n+    try:\n+        res = c1.structure(dict(pet=camelCat), Apartment)\n+        print(f\"c1 result: {res}\")\n+    except Exception as e:\n+        print(f\"c1 failed: {e}\")\n+        import traceback\n+        traceback.print_exc()\n+\n+    print(\"Testing c2 (hook_factory)...\")\n+    try:\n+        res = c2.structure(dict(pet=camelCat), Apartment)\n+        print(f\"c2 result: {res}\")\n+    except Exception as e:\n+        print(f\"c2 failed: {e}\")\n+        import traceback\n+        traceback.print_exc()\n+\n+if __name__ == \"__main__\":\n+    test_union_with_alias()\ndiff --git a/src/cattrs/__pycache__/__init__.cpython-313.pyc b/src/cattrs/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 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0\nHcmV?d00001\n\ndiff --git a/src/cattrs/disambiguators.py b/src/cattrs/disambiguators.py\nindex f6e4392..9b2ac12 100644\n--- a/src/cattrs/disambiguators.py\n+++ b/src/cattrs/disambiguators.py\n@@ -185,10 +185,12 @@ def create_default_dis_func(\n create_uniq_field_dis_func = create_default_dis_func\n \n \n-def _overriden_name(at: Attribute, override: AttributeOverride | None) -> str:\n-    if override is None or override.rename is None:\n-        return at.name\n-    return override.rename\n+def _overriden_name(at: Attribute, override: AttributeOverride | None, use_alias: bool) -> str:\n+    if override is not None and override.rename is not None:\n+        return override.rename\n+    if use_alias and at.alias is not None:\n+        return at.alias\n+    return at.name\n \n \n def _usable_attribute_names(\n@@ -199,7 +201,7 @@ def _usable_attribute_names(\n     mapping = {}\n \n     for at in adapted_fields(get_origin(cl) or cl):\n-        res.add(n := _overriden_name(at, overrides.get(at.name)))\n+        res.add(n := _overriden_name(at, overrides.get(at.name), getattr(converter, \"use_alias\", False)))\n         mapping[n] = at.name\n \n     return res, mapping\ndiff --git a/src/cattrs/gen/__pycache__/__init__.cpython-313.pyc b/src/cattrs/gen/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..a737d0dba98f7d49c496a10694cc5c529ebcbc4d\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/test_attrs.py b/test_attrs.py\nnew file mode 100644\nindex 0000000..03ab6f5\n--- /dev/null\n+++ b/test_attrs.py\n@@ -0,0 +1,17 @@\n+from attrs import define, field\n+\n+@define\n+class Dog:\n+    dog_name: str = field(alias=\"dogName\")\n+\n+try:\n+    d = Dog(dog_name=\"snake\")\n+    print(\"dog_name worked\")\n+except TypeError as e:\n+    print(f\"dog_name failed: {e}\")\n+\n+try:\n+    d = Dog(dogName=\"camel\")\n+    print(\"dogName worked\")\n+except TypeError as e:\n+    print(f\"dogName failed: {e}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 4,
+ "p2p_passed": 54,
+ "p2p_total": 54,
+ "f2p_failed": [
+  "tests.test_gen_dict::test_alias_implicit_rename[BaseConverter-False]",
+  "tests.test_gen_dict::test_alias_implicit_rename[BaseConverter-True]",
+  "tests.test_gen_dict::test_alias_implicit_rename[Converter-False]",
+  "tests.test_gen_dict::test_alias_implicit_rename[Converter-True]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 766.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_710__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_710__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..654777f74274829ab15dea94473a5e951a23c48c
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_710__s0.official.json
@@ -0,0 +1,17 @@
+{
+ "instance_id": "cattrs_710",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "4 failed, 54 passed in 10.25s",
+  "failed": [
+   "tests/test_gen_dict.py::test_alias_implicit_rename[BaseConverter-True]",
+   "tests/test_gen_dict.py::test_alias_implicit_rename[BaseConverter-False]",
+   "tests/test_gen_dict.py::test_alias_implicit_rename[Converter-True]",
+   "tests/test_gen_dict.py::test_alias_implicit_rename[Converter-False]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_713__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_713__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..d093c51f72d6dd8b11fcec3ca957dbaa20b8b16d
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_713__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "cattrs_713",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 13,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 60605,
+  "completion_tokens": 18098
+ },
+ "patch": "diff --git a/.hypothesis/.gitignore b/.hypothesis/.gitignore\nnew file mode 100644\nindex 0000000..44edb15\n--- /dev/null\n+++ b/.hypothesis/.gitignore\n@@ -0,0 +1,9 @@\n+# This .gitignore file was automatically created by Hypothesis. Hypothesis gitignores\n+# .hypothesis by default, because we generally recommend that .hypothesis not be checked\n+# into version control.\n+#\n+# If you *would* like to check .hypothesis into version control, you should delete this\n+# file. Hypothesis will not re-create this .gitignore unless .hypothesis is deleted (and\n+# if it does, that's a bug - please report it!)\n+\n+*\ndiff --git a/.hypothesis/constants/0590ccdac2a61623 b/.hypothesis/constants/0590ccdac2a61623\nnew file mode 100644\nindex 0000000..0e2aa5e\n--- /dev/null\n+++ b/.hypothesis/constants/0590ccdac2a61623\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/strategies/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['include_subclasses', 'use_class_methods']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/1950c66b5d79bf2d b/.hypothesis/constants/1950c66b5d79bf2d\nnew file mode 100644\nindex 0000000..6fa2c39\n--- /dev/null\n+++ b/.hypothesis/constants/1950c66b5d79bf2d\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/strategies/_subclasses.py\n+# hypothesis_version: 6.170.8\n+\n+['C']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/232d02c3266f868f b/.hypothesis/constants/232d02c3266f868f\nnew file mode 100644\nindex 0000000..f54e06b\n--- /dev/null\n+++ b/.hypothesis/constants/232d02c3266f868f\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/types.py\n+# hypothesis_version: 6.170.8\n+\n+['In', 'SimpleStructureHook', 'T']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/27ca3729e5d701ff b/.hypothesis/constants/27ca3729e5d701ff\nnew file mode 100644\nindex 0000000..6f9d4c4\n--- /dev/null\n+++ b/.hypothesis/constants/27ca3729e5d701ff\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/v.py\n+# hypothesis_version: 6.170.8\n+\n+['$', '__name__', 'expected a mapping', 'format_exception', 'invalid value', 'transform_error']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/283ae7dbd0de1ffc b/.hypothesis/constants/283ae7dbd0de1ffc\nnew file mode 100644\nindex 0000000..2fd70da\n--- /dev/null\n+++ b/.hypothesis/constants/283ae7dbd0de1ffc\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/subclasses.py\n+# hypothesis_version: 6.170.8\n+\n+['__dataclass_params__', '__slots__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/2e79363fd1564773 b/.hypothesis/constants/2e79363fd1564773\nnew file mode 100644\nindex 0000000..defa874\n--- /dev/null\n+++ b/.hypothesis/constants/2e79363fd1564773\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/cols.py\n+# hypothesis_version: 6.170.8\n+\n+['T', '__notes__', '__orig_bases__', '__origin__', 'from_converter', 'is_abstract_set', 'is_any_set', 'is_defaultdict', 'is_frozenset', 'is_mapping', 'is_mutable_sequence', 'is_namedtuple', 'is_sequence', 'is_set']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/2feb04a95bd7071c b/.hypothesis/constants/2feb04a95bd7071c\nnew file mode 100644\nindex 0000000..cce0c6d\n--- /dev/null\n+++ b/.hypothesis/constants/2feb04a95bd7071c\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/disambiguators.py\n+# hypothesis_version: 6.170.8\n+\n+['from_converter', 'is_supported_union', 'overrides']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/341d31db8ee09cc5 b/.hypothesis/constants/341d31db8ee09cc5\nnew file mode 100644\nindex 0000000..5ae9c36\n--- /dev/null\n+++ b/.hypothesis/constants/341d31db8ee09cc5\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/gen/_lc.py\n+# hypothesis_version: 6.170.8\n+\n+['__qualname__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/47b421be56e4f6f8 b/.hypothesis/constants/47b421be56e4f6f8\nnew file mode 100644\nindex 0000000..ec86448\n--- /dev/null\n+++ b/.hypothesis/constants/47b421be56e4f6f8\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/gen/_consts.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/549185d561bc0c7f b/.hypothesis/constants/549185d561bc0c7f\nnew file mode 100644\nindex 0000000..b3b56fd\n--- /dev/null\n+++ b/.hypothesis/constants/549185d561bc0c7f\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/strategies/_unions.py\n+# hypothesis_version: 6.170.8\n+\n+['_type', 'forbid_extra_keys']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/6621aaf23e6dbd0f b/.hypothesis/constants/6621aaf23e6dbd0f\nnew file mode 100644\nindex 0000000..62fcc65\n--- /dev/null\n+++ b/.hypothesis/constants/6621aaf23e6dbd0f\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['BaseConverter', 'BaseValidationError', 'ClassValidationError', 'Converter', 'GenConverter', 'SimpleStructureHook', 'UnstructureStrategy', 'get_structure_hook', 'get_unstructure_hook', 'global_converter', 'override', 'structure', 'transform_error', 'unstructure']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/6b7517986662f84a b/.hypothesis/constants/6b7517986662f84a\nnew file mode 100644\nindex 0000000..838a4b0\n--- /dev/null\n+++ b/.hypothesis/constants/6b7517986662f84a\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattr/gen.py\n+# hypothesis_version: 6.170.8\n+\n+['AttributeOverride', 'override']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/7c751ee8d64064b3 b/.hypothesis/constants/7c751ee8d64064b3\nnew file mode 100644\nindex 0000000..8e83610\n--- /dev/null\n+++ b/.hypothesis/constants/7c751ee8d64064b3\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattr/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['BaseConverter', 'Converter', 'GenConverter', 'UnstructureStrategy', 'global_converter', 'override', 'structure', 'unstructure']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/84017c78a9e1458b b/.hypothesis/constants/84017c78a9e1458b\nnew file mode 100644\nindex 0000000..6e22293\n--- /dev/null\n+++ b/.hypothesis/constants/84017c78a9e1458b\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/_compat.py\n+# hypothesis_version: 6.170.8\n+\n+['ANIES', 'ExceptionGroup', 'ExtensionsTypedDict', 'TypeAlias', '__args__', '__attrs_attrs__', '__class__', '__dataclass_fields__', '__orig_bases__', '__origin__', '_is_protocol', 'adapted_fields', 'fields_dict', 'has', 'is_typeddict', 'kw_only']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/8d74bf0062e45a8b b/.hypothesis/constants/8d74bf0062e45a8b\nnew file mode 100644\nindex 0000000..05986db\n--- /dev/null\n+++ b/.hypothesis/constants/8d74bf0062e45a8b\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/errors.py\n+# hypothesis_version: 6.170.8\n+\n+['__notes__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/96069af139809406 b/.hypothesis/constants/96069af139809406\nnew file mode 100644\nindex 0000000..7cae926\n--- /dev/null\n+++ b/.hypothesis/constants/96069af139809406\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/fns.py\n+# hypothesis_version: 6.170.8\n+\n+['T']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/a47f01bb0248a8d6 b/.hypothesis/constants/a47f01bb0248a8d6\nnew file mode 100644\nindex 0000000..74693dd\n--- /dev/null\n+++ b/.hypothesis/constants/a47f01bb0248a8d6\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/typealiases.py\n+# hypothesis_version: 6.170.8\n+\n+['get_type_alias_base', 'is_type_alias']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/a50601d161fd5767 b/.hypothesis/constants/a50601d161fd5767\nnew file mode 100644\nindex 0000000..7417f62\n--- /dev/null\n+++ b/.hypothesis/constants/a50601d161fd5767\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/_generics.py\n+# hypothesis_version: 6.170.8\n+\n+['__name__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/ba8d0b80834ab9f8 b/.hypothesis/constants/ba8d0b80834ab9f8\nnew file mode 100644\nindex 0000000..93a0115\n--- /dev/null\n+++ b/.hypothesis/constants/ba8d0b80834ab9f8\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/gen/_shared.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/c4ff3dfe9d5750f5 b/.hypothesis/constants/c4ff3dfe9d5750f5\nnew file mode 100644\nindex 0000000..9422bf9\n--- /dev/null\n+++ b/.hypothesis/constants/c4ff3dfe9d5750f5\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/dispatch.py\n+# hypothesis_version: 6.170.8\n+\n+['Hook', 'extended']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/d1f0966a10e6a5d8 b/.hypothesis/constants/d1f0966a10e6a5d8\nnew file mode 100644\nindex 0000000..250bfe7\n--- /dev/null\n+++ b/.hypothesis/constants/d1f0966a10e6a5d8\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/literals.py\n+# hypothesis_version: 6.170.8\n+\n+['is_literal']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/d49ad5fc161d324b b/.hypothesis/constants/d49ad5fc161d324b\nnew file mode 100644\nindex 0000000..124f805\n--- /dev/null\n+++ b/.hypothesis/constants/d49ad5fc161d324b\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/enums.py\n+# hypothesis_version: 6.170.8\n+\n+['BaseConverter', '_value_']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/d8582eee32302659 b/.hypothesis/constants/d8582eee32302659\nnew file mode 100644\nindex 0000000..0c525b1\n--- /dev/null\n+++ b/.hypothesis/constants/d8582eee32302659\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/strategies/_class_methods.py\n+# hypothesis_version: 6.170.8\n+\n+['T']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/da39a3ee5e6b4b0d b/.hypothesis/constants/da39a3ee5e6b4b0d\nnew file mode 100644\nindex 0000000..cd3d18f\n--- /dev/null\n+++ b/.hypothesis/constants/da39a3ee5e6b4b0d\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/bench/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+[]\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/dd2de64bfb637eb5 b/.hypothesis/constants/dd2de64bfb637eb5\nnew file mode 100644\nindex 0000000..37c1b64\n--- /dev/null\n+++ b/.hypothesis/constants/dd2de64bfb637eb5\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/gen/typeddicts.py\n+# hypothesis_version: 6.170.8\n+\n+['  errors = []', '  if unknown_fields:', '  res = o.copy()', '  return res', ', ', 'T', '[\\\\[\\\\.\\\\] ,<>]', '\\\\|', '_', '__annotations__', '__c_a', '__c_avn', '__c_cve', '__c_feke', '__c_mapping', '__cl', '__name__', '__orig_bases__', '__parameters__', '__required_keys__', 'exec', 'forbid_extra_keys', 'from_converter', 'structure', 'structure_', 'typing.Generic', 'u', 'unstructure']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/df2ebe5e308a751a b/.hypothesis/constants/df2ebe5e308a751a\nnew file mode 100644\nindex 0000000..127d0bc\n--- /dev/null\n+++ b/.hypothesis/constants/df2ebe5e308a751a\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/gen/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['      continue', '    )', '    ))', '    instance = __cl(', '    res = (', '    return __cl(', '    return res', '    try:', '  )', '  errors = []', '  if errors:', '  if unknown_fields:', '  instance = __cl(', '  res = {', '  res = {}', '  return __cl(', '  return instance', '  return res', '  try:', '  }', '**res,', ', ', 'T', '[\\\\[\\\\.\\\\] ,<>]', '\\\\|', '_', '__args__', '__c_a', '__c_avn', '__c_cve', '__c_feke', '__cattr_k_s', '__cattr_k_s(k)', '__cattr_k_t', '__cattr_k_u', '__cattr_k_u(k)', '__cattr_mapping_cl', '__cattr_seq_cl', '__cattr_v_s', '__cattr_v_s(v)', '__cattr_v_t', '__cattr_v_u', '__cattr_v_u(v)', '__cl', '__default__', '__name__', '__orig_bases__', '__parameters__', 'cl', 'enumerate', 'exec', 'forbid_extra_keys', 'from_converter', 'k', 'key_type', 'structure', 'structure_', 'structure_mapping', 'typing.Generic', 'u', 'unstructure', 'unstructure_', 'unstructure_mapping', 'unstructure_tuple', 'use_alias', 'v', 'val_type']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/df3d662382ace19d b/.hypothesis/constants/df3d662382ace19d\nnew file mode 100644\nindex 0000000..7973676\n--- /dev/null\n+++ b/.hypothesis/constants/df3d662382ace19d\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/gen/_generics.py\n+# hypothesis_version: 6.170.8\n+\n+['__args__', '__default__', '__parameters__']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/e7a0566265277fcd b/.hypothesis/constants/e7a0566265277fcd\nnew file mode 100644\nindex 0000000..5994f2b\n--- /dev/null\n+++ b/.hypothesis/constants/e7a0566265277fcd\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattr/converters.py\n+# hypothesis_version: 6.170.8\n+\n+['BaseConverter', 'Converter', 'GenConverter', 'UnstructureStrategy']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/ee45158ec5cad027 b/.hypothesis/constants/ee45158ec5cad027\nnew file mode 100644\nindex 0000000..d8e332b\n--- /dev/null\n+++ b/.hypothesis/constants/ee45158ec5cad027\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/preconf/__init__.py\n+# hypothesis_version: 6.170.8\n+\n+['P', 'T']\n\\ No newline at end of file\ndiff --git a/.hypothesis/constants/fcb2aacd74a32417 b/.hypothesis/constants/fcb2aacd74a32417\nnew file mode 100644\nindex 0000000..8add499\n--- /dev/null\n+++ b/.hypothesis/constants/fcb2aacd74a32417\n@@ -0,0 +1,4 @@\n+# file: /tmp/g4_cattrs_713_y9s77xxy/workspace/src/cattrs/converters.py\n+# hypothesis_version: 6.170.8\n+\n+['BaseConverter', 'Converter', 'CounterT', 'GenConverter', 'Not enough', 'StructureHookFactory', 'StructureHookT', 'T', 'Too many', 'UnstructureHookT', 'UnstructureStrategy', 'V', '__notes__', '_dict_factory', '_struct_copy_skip', '_structure_attrs', '_structure_func', '_unstruct_copy_skip', '_unstructure_attrs', '_unstructure_func', 'alias', 'asdict', 'astuple', 'converter', 'detailed_validation', 'extended', 'forbid_extra_keys', 'from_converter', 'omit_if_default', 'type_overrides', 'use_alias']\n\\ No newline at end of file\ndiff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/lastfailed b/.pytest_cache/v/cache/lastfailed\nnew file mode 100644\nindex 0000000..d6c6e6b\n--- /dev/null\n+++ b/.pytest_cache/v/cache/lastfailed\n@@ -0,0 +1,6 @@\n+{\n+  \"bench/test_enums.py\": true,\n+  \"tests/preconf/test_msgspec_cpython.py\": true,\n+  \"tests/preconf/test_pyyaml.py\": true,\n+  \"tests/test_preconf.py\": true\n+}\n\\ No newline at end of file\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..3163046\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,910 @@\n+[\n+  \"bench/test_attrs_collections.py::test_structure_attrs_mappings[BaseConverter]\",\n+  \"bench/test_attrs_collections.py::test_structure_attrs_mappings[Converter]\",\n+  \"bench/test_attrs_collections.py::test_unstructure_attrs_lists[UnstructureStrategy.AS_DICT-BaseConverter]\",\n+  \"bench/test_attrs_collections.py::test_unstructure_attrs_lists[UnstructureStrategy.AS_DICT-Converter]\",\n+  \"bench/test_attrs_collections.py::test_unstructure_attrs_lists[UnstructureStrategy.AS_TUPLE-BaseConverter]\",\n+  \"bench/test_attrs_collections.py::test_unstructure_attrs_lists[UnstructureStrategy.AS_TUPLE-Converter]\",\n+  \"bench/test_attrs_collections.py::test_unstructure_attrs_mappings[UnstructureStrategy.AS_DICT-BaseConverter]\",\n+  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0\nHcmV?d00001\n\ndiff --git a/src/cattrs/strategies/_subclasses.py b/src/cattrs/strategies/_subclasses.py\nindex 41f812a..d1f73b5 100644\n--- a/src/cattrs/strategies/_subclasses.py\n+++ b/src/cattrs/strategies/_subclasses.py\n@@ -15,9 +15,18 @@ from ..subclasses import subclasses\n def _make_subclasses_tree(cl: type) -> list[type]:\n     # get class origin for accessing subclasses (see #648 for more info)\n     cls_origin = typing.get_origin(cl) or cl\n-    return [cl] + [\n-        sscl for scl in subclasses(cls_origin) for sscl in _make_subclasses_tree(scl)\n-    ]\n+\n+    def _recurse(c: type, visited: set[type]) -> list[type]:\n+        if c in visited:\n+            return []\n+        visited.add(c)\n+        c_origin = typing.get_origin(c) or c\n+        res = [c]\n+        for scl in subclasses(c_origin):\n+            res.extend(_recurse(scl, visited))\n+        return res\n+\n+    return _recurse(cl, set())\n \n \n def _has_subclasses(cl: type, given_subclasses: tuple[type, 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+ "applied": true,
+ "f2p_passed": 2,
+ "f2p_total": 2,
+ "p2p_passed": 87,
+ "p2p_total": 87,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 1254.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_713__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_713__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..13fb84f68deca45f95b13f142e8cd00bd0ee0dce
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_713__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "cattrs_713",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "89 passed, 15 xfailed in 2.24s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_714__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_714__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..69982c347f270c9d454e554baa607fe81cf20595
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_714__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "cattrs_714",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 10,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 61086,
+  "completion_tokens": 19026
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..4728272\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,22 @@\n+from __future__ import annotations\n+\n+from attrs import define\n+from cattrs import Converter\n+from cattrs.strategies import configure_tagged_union\n+\n+@define\n+class Add:\n+    left: Expr\n+    right: Expr\n+\n+type Expr = Add | float\n+\n+conv = Converter()\n+try:\n+    configure_tagged_union(Expr, conv)\n+    print(\"Successfully configured tagged union\")\n+    result = conv.unstructure(Add(2.0, Add(3.0, Add(4.0, 1.0))), Expr)\n+    print(f\"Result: {result}\")\n+except Exception as e:\n+    import traceback\n+    traceback.print_exc()\ndiff --git a/src/cattrs/__pycache__/__init__.cpython-313.pyc b/src/cattrs/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..e55a1a277429036f1b5ddf20f81b00093b7a2d07\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/test_default_nothing.py b/test_default_nothing.py\nnew file mode 100644\nindex 0000000..552bd1b\n--- /dev/null\n+++ b/test_default_nothing.py\n@@ -0,0 +1,18 @@\n+from attrs import define\n+from cattrs import Converter\n+from cattrs.strategies import configure_tagged_union\n+\n+@define\n+class A:\n+    x: int\n+\n+type Union = A | int\n+\n+conv = Converter()\n+try:\n+    configure_tagged_union(Union, conv)\n+    print(\"Success\")\n+except NameError as e:\n+    print(f\"NameError: {e}\")\n+except Exception as e:\n+    print(f\"Error: {type(e).__name__}: {e}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 4,
+ "p2p_total": 4,
+ "f2p_failed": [
+  "tests.strategies.test_tagged_unions_695::test_recursive_type_alias[False]",
+  "tests.strategies.test_tagged_unions_695::test_recursive_type_alias[True]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1457.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_714__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_714__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..8abc53843a66ac756f5cc580438585cce4eff2ee
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_714__s0.official.json
@@ -0,0 +1,15 @@
+{
+ "instance_id": "cattrs_714",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "2 failed, 4 passed in 0.10s",
+  "failed": [
+   "tests/strategies/test_tagged_unions_695.py::test_recursive_type_alias[True]",
+   "tests/strategies/test_tagged_unions_695.py::test_recursive_type_alias[False]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_722__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_722__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c10e7794df15f6d1094e7388079eb690abe6e16
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_722__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "cattrs_722",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 11,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 59227,
+  "completion_tokens": 15564
+ },
+ "patch": "diff --git a/cattrs_bug.py b/cattrs_bug.py\nnew file mode 100644\nindex 0000000..ff154df\n--- /dev/null\n+++ b/cattrs_bug.py\n@@ -0,0 +1,83 @@\n+from functools import partial\n+from typing import Callable, Type\n+\n+from attrs import frozen, has\n+from cattr.gen import make_dict_structure_fn\n+from cattrs import Converter\n+from cattrs.gen._consts import already_generating\n+from cattrs.preconf.json import make_converter\n+from cattrs.strategies import configure_tagged_union, include_subclasses\n+\n+\n+@frozen\n+class A:\n+    \"\"\"Base class\"\"\"\n+\n+\n+@frozen\n+class A1(A):\n+    a1: int\n+\n+\n+@frozen\n+class B:\n+    id: int\n+    b: str\n+\n+\n+@frozen\n+class Container1:\n+    id: int\n+    a: A\n+    b: B\n+\n+\n+@frozen\n+class Container2:\n+    id: int\n+    c: Container1\n+    foo: str\n+\n+\n+def show_working_set(action: str, cl: Type):\n+    \"\"\"Utility to help debuging cattrs global already_generating.working_set...\"\"\"\n+    working_set = getattr(already_generating, \"working_set\", None)\n+    if working_set is not None:\n+        working_set_classes = \",\".join([c.__name__ for c in working_set])\n+    else:\n+        working_set_classes = \"None\"\n+\n+    print(f\"{action} {cl.__name__}: working_set={working_set_classes}\")\n+\n+\n+def struct_hook_factory(cl: Type, converter: Converter) -> Callable:\n+    show_working_set(\"Before make_dict_structure_fn for\", cl)\n+    struct_hook = make_dict_structure_fn(cl, converter)\n+    show_working_set(\"After calling make_dict_structure_fn for\", cl)\n+    if not cl.__subclasses__():\n+        converter.register_structure_hook(cl, struct_hook)\n+\n+    else:\n+\n+        def cls_is_cl(cls, _cl=cl):\n+            return cls is _cl\n+\n+        converter.register_structure_hook_func(cls_is_cl, struct_hook)\n+        union_strategy = partial(configure_tagged_union, tag_name=\"type\")\n+        show_working_set(f\"Before include_subclasses for\", cl)\n+        include_subclasses(cl, converter, union_strategy=union_strategy)\n+        show_working_set(f\"After include_subclasses for\", cl)\n+\n+    return converter.get_structure_hook(cl)\n+\n+\n+converter = make_converter()\n+converter.register_structure_hook_factory(has, struct_hook_factory)\n+\n+unstructured = {\n+    \"id\": 0,\n+    \"c\": {\"id\": 1, \"a\": {\"type\": \"A1\", \"a1\": 42}, \"b\": {\"id\": 2, \"b\": \"hello\"}},\n+    \"foo\": \"world\",\n+}\n+res = converter.structure(unstructured, Container2)\n+print(res)\ndiff --git a/src/cattr/__pycache__/__init__.cpython-313.pyc b/src/cattr/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..3c3a6f4cc9e52afd17844b41f228fdb3c4406be5\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 89,
+ "p2p_total": 89,
+ "f2p_failed": [
+  "tests.strategies.test_include_subclasses::test_subclasses_in_struct_factory"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1248.4
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_722__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_722__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..5174feeadf3a79006c9fe7dcba9a1b3f3ecf8d41
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/cattrs_722__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "cattrs_722",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 89 passed, 15 xfailed in 2.49s",
+  "failed": [
+   "tests/strategies/test_include_subclasses.py::test_subclasses_in_struct_factory"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_2816__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2816__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..0966a2abfcb67366f5202f3ff65e98d291d7c42e
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2816__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_2816",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 9,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 26984,
+  "completion_tokens": 2767
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..d22a36f\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,52 @@\n+[\n+  \"tests/test_shell_completion.py::test_absolute_path\",\n+  \"tests/test_shell_completion.py::test_add_completion_class\",\n+  \"tests/test_shell_completion.py::test_add_completion_class_decorator\",\n+  \"tests/test_shell_completion.py::test_add_completion_class_with_name\",\n+  \"tests/test_shell_completion.py::test_add_different_name\",\n+  \"tests/test_shell_completion.py::test_argument_default\",\n+  \"tests/test_shell_completion.py::test_argument_nargs\",\n+  \"tests/test_shell_completion.py::test_argument_order\",\n+  \"tests/test_shell_completion.py::test_chained\",\n+  \"tests/test_shell_completion.py::test_choice_case_sensitive[False-expect0]\",\n+  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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 50,
+ "p2p_total": 50,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 148.1
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_2816__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2816__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..715be56d9c12be2990083f670194143d43728239
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2816__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_2816",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "51 passed in 0.17s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_2846__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2846__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b5de75fda400a76edefd811ad5e33fd8669a709
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2846__s0.json
@@ -0,0 +1,27 @@
+{
+ "instance_id": "click_2846",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 16,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 113949,
+  "completion_tokens": 13313
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..688ee7d\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,49 @@\n+[\n+  \"tests/test_shell_completion.py::test_absolute_path\",\n+  \"tests/test_shell_completion.py::test_add_completion_class\",\n+  \"tests/test_shell_completion.py::test_add_completion_class_decorator\",\n+  \"tests/test_shell_completion.py::test_add_completion_class_with_name\",\n+  \"tests/test_shell_completion.py::test_add_different_name\",\n+  \"tests/test_shell_completion.py::test_argument_default\",\n+  \"tests/test_shell_completion.py::test_argument_nargs\",\n+  \"tests/test_shell_completion.py::test_argument_order\",\n+  \"tests/test_shell_completion.py::test_chained\",\n+  \"tests/test_shell_completion.py::test_choice_case_sensitive[False-expect0]\",\n+  \"tests/test_shell_completion.py::test_choice_case_sensitive[True-expect1]\",\n+  \"tests/test_shell_completion.py::test_choice_conflicting_prefix\",\n+  \"tests/test_shell_completion.py::test_choice_special_characters\",\n+  \"tests/test_shell_completion.py::test_command\",\n+  \"tests/test_shell_completion.py::test_completion_item_data\",\n+  \"tests/test_shell_completion.py::test_context_settings\",\n+  \"tests/test_shell_completion.py::test_double_dash\",\n+  \"tests/test_shell_completion.py::test_files_closed\",\n+  \"tests/test_shell_completion.py::test_full_complete[bash-env0-plain,a\\\\nplain,b\\\\n]\",\n+  \"tests/test_shell_completion.py::test_full_complete[bash-env1-plain,b\\\\n]\",\n+  \"tests/test_shell_completion.py::test_full_complete[fish-env4-plain,a\\\\nplain,b\\\\tbee\\\\n]\",\n+  \"tests/test_shell_completion.py::test_full_complete[fish-env5-plain,b\\\\tbee\\\\n]\",\n+  \"tests/test_shell_completion.py::test_full_complete[zsh-env2-plain\\\\na\\\\n_\\\\nplain\\\\nb\\\\nbee\\\\n]\",\n+  \"tests/test_shell_completion.py::test_full_complete[zsh-env3-plain\\\\nb\\\\nbee\\\\n]\",\n+  \"tests/test_shell_completion.py::test_full_source[bash]\",\n+  \"tests/test_shell_completion.py::test_full_source[fish]\",\n+  \"tests/test_shell_completion.py::test_full_source[zsh]\",\n+  \"tests/test_shell_completion.py::test_group\",\n+  \"tests/test_shell_completion.py::test_group_command_same_option\",\n+  \"tests/test_shell_completion.py::test_help_option\",\n+  \"tests/test_shell_completion.py::test_hidden\",\n+  \"tests/test_shell_completion.py::test_nested_group[args0--expect0]\",\n+  \"tests/test_shell_completion.py::test_nested_group[args1--expect1]\",\n+  \"tests/test_shell_completion.py::test_nested_group[args2--expect2]\",\n+  \"tests/test_shell_completion.py::test_nested_group[args3---expect3]\",\n+  \"tests/test_shell_completion.py::test_nested_group[args4--expect4]\",\n+  \"tests/test_shell_completion.py::test_nested_group[args5---expect5]\",\n+  \"tests/test_shell_completion.py::test_option_count\",\n+  \"tests/test_shell_completion.py::test_option_custom\",\n+  \"tests/test_shell_completion.py::test_option_flag\",\n+  \"tests/test_shell_completion.py::test_option_multiple\",\n+  \"tests/test_shell_completion.py::test_option_nargs\",\n+  \"tests/test_shell_completion.py::test_option_optional\",\n+  \"tests/test_shell_completion.py::test_path_types[type0-file]\",\n+  \"tests/test_shell_completion.py::test_path_types[type1-file]\",\n+  \"tests/test_shell_completion.py::test_path_types[type2-dir]\",\n+  \"tests/test_shell_completion.py::test_type_choice\"\n+]\n\\ No newline at end of file\ndiff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..a2bffe5\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,57 @@\n+#!/usr/bin/env python3\n+from click.shell_completion import CompletionItem\n+import click\n+\n+class Foo(click.ParamType):\n+    def convert(self, value, param, ctx):\n+        return value\n+\n+    def shell_complete(self, ctx, param, incomplete):\n+        return [\n+            CompletionItem(value=value, help=\"adsf\") for value in \n+            [\"baz:quux\", \"spam:eggs\"]\n+        ]\n+\n+@click.command()\n+@click.argument(\"foo\", type=Foo())\n+def main(foo):\n+    print(foo)\n+\n+if __name__ == \"__main__\":\n+    # We want to simulate what happens during shell completion.\n+    # We can use the shell_complete function.\n+    from click.shell_completion import shell_complete\n+    import os\n+    \n+    # Simulate zsh_complete instruction\n+    # We need to set the environment variables that ZshComplete.get_completion_args expects.\n+    os.environ[\"COMP_WORDS\"] = \"foo \" # The command itself and then a space\n+    os.environ[\"COMP_CWORD\"] = \"1\"\n+    \n+    # We need to call shell_complete with the right arguments.\n+    # shell_complete(cli, ctx_args, prog_name, complete_var, instruction)\n+    # instruction should be \"complete_zsh\"\n+    \n+    # But wait, shell_complete function in src/click/shell_completion.py\n+    # takes 'instruction' as an argument and splits it.\n+    # shell, _, instruction = instruction.partition(\"_\")\n+    # If instruction is \"complete_zsh\", then shell=\"complete\", _=\"_\", instruction=\"zsh\"\n+    # Wait, looking at shell_complete:\n+    # shell, _, instruction = instruction.partition(\"_\")\n+    # comp_cls = get_completion_class(shell)\n+    # This means the instruction passed to shell_complete should be \"zsh_complete\" or \"zsh_source\".\n+    \n+    # Let's check:\n+    # shell, _, instruction = \"zsh_complete\".partition(\"_\")\n+    # shell = \"zsh\", _ = \"_\", instruction = \"complete\"\n+    \n+    # So:\n+    result = shell_complete(main, {}, \"foo\", \" _FOO_COMPLETE\", \"zsh_complete\")\n+    # shell_complete returns an int (status code), it echoes the completion.\n+    # To capture the output, we can redirect stdout.\n+    \n+    # Actually, let's just use a simpler way to test ZshComplete.format_completion.\n+    from click.shell_completion import ZshComplete\n+    comp = ZshComplete(main, {}, \"foo\", \" _FOO_COMPLETE\")\n+    item = CompletionItem(value=\"baz:quux\", help=\"adsf\")\n+    print(f\"Formatted: {repr(comp.format_completion(item))}\")\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..5f6af655cbf344e2d42ebb4ce45416da487adc0b\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 3,
+ "p2p_passed": 47,
+ "p2p_total": 47,
+ "f2p_failed": [
+  "tests.test_shell_completion::test_zsh_full_complete_with_colons[env0-plain\\na\\n_\\nplain\\nb\\nbee\\nplain\\nc\\\\:d\\ncee:dee\\nplain\\nc:e\\n_\\n]",
+  "tests.test_shell_completion::test_zsh_full_complete_with_colons[env1-plain\\nc\\\\:d\\ncee:dee\\nplain\\nc:e\\n_\\n]",
+  "tests.test_shell_completion::test_zsh_full_complete_with_colons[env2-plain\\nc\\\\:d\\ncee:dee\\nplain\\nc:e\\n_\\n]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 826.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_2846__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2846__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ec2c19954aea7c948d602c8faf0c5e0ea1fc42d
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2846__s0.official.json
@@ -0,0 +1,16 @@
+{
+ "instance_id": "click_2846",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "3 failed, 47 passed in 0.22s",
+  "failed": [
+   "tests/test_shell_completion.py::test_zsh_full_complete_with_colons[env0-plain\\na\\n_\\nplain\\nb\\nbee\\nplain\\nc\\\\:d\\ncee:dee\\nplain\\nc:e\\n_\\n]",
+   "tests/test_shell_completion.py::test_zsh_full_complete_with_colons[env1-plain\\nc\\\\:d\\ncee:dee\\nplain\\nc:e\\n_\\n]",
+   "tests/test_shell_completion.py::test_zsh_full_complete_with_colons[env2-plain\\nc\\\\:d\\ncee:dee\\nplain\\nc:e\\n_\\n]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_2969__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2969__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a8fa8df9788b8774eabb20447618b2557a6f6ae
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2969__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_2969",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 15,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 100052,
+  "completion_tokens": 6514
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..187afb9\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,210 @@\n+[\n+  \"tests/test_termui.py::test_choices_list_in_prompt\",\n+  \"tests/test_termui.py::test_confirmation_prompt[Confirm Password-password\\\\npassword\\\\n-None-password]\",\n+  \"tests/test_termui.py::test_confirmation_prompt[False-None-None-None]\",\n+  \"tests/test_termui.py::test_confirmation_prompt[True-\\\\n\\\\n--]\",\n+  \"tests/test_termui.py::test_confirmation_prompt[True-password\\\\npassword-None-password]\",\n+  \"tests/test_termui.py::test_edit\",\n+  \"tests/test_termui.py::test_editor_env_passed_through\",\n+  \"tests/test_termui.py::test_editor_failure_exception\",\n+  \"tests/test_termui.py::test_editor_nonexistent_exception\",\n+  \"tests/test_termui.py::test_editor_path_normalization[command with flags]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[editor with args]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[escaped space in unix path]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[filename with double quote]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[filename with single quote]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[leading and trailing whitespace]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[multiple short flags]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[quoted command with args]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[quoted editor with multiple flags and filenames with spaces]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[quoted windows path with spaces]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[shell metacharacters in filename]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[single-quoted path with spaces]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[tab-separated tokens]\",\n+  \"tests/test_termui.py::test_editor_path_normalization[unix absolute path]\",\n+  \"tests/test_termui.py::test_editor_unclosed_quote\",\n+  \"tests/test_termui.py::test_editor_windows_path_normalization[plain notepad]\",\n+  \"tests/test_termui.py::test_editor_windows_path_normalization[quoted path with flag]\",\n+  \"tests/test_termui.py::test_false_show_default_cause_no_default_display_in_prompt\",\n+  \"tests/test_termui.py::test_fast_edit\",\n+  \"tests/test_termui.py::test_file_prompt_default_format[file_kwargs0]\",\n+  \"tests/test_termui.py::test_file_prompt_default_format[file_kwargs1]\",\n+  \"tests/test_termui.py::test_file_prompt_default_format[file_kwargs2]\",\n+  \"tests/test_termui.py::test_flag_value_prompt[--flag-opt_params41-args41---expected41]\",\n+  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0\nHcmV?d00001\n\ndiff --git a/src/click/termui.py b/src/click/termui.py\nindex 6801e30..58f4215 100644\n--- a/src/click/termui.py\n+++ b/src/click/termui.py\n@@ -9,8 +9,7 @@ import typing as t\n from contextlib import AbstractContextManager\n from gettext import gettext as _\n \n-from ._compat import isatty\n-from ._compat import strip_ansi\n+from ._compat import isatty, strip_ansi, WIN\n from .exceptions import Abort\n from .exceptions import UsageError\n from .globals import resolve_color_default\n@@ -147,12 +146,14 @@ def prompt(\n     def prompt_func(text: str) -> str:\n         f = hidden_prompt_func if hide_input else visible_prompt_func\n         try:\n-            # Write the prompt separately so that we get nice\n-            # coloring through colorama on Windows\n-            echo(text[:-1], nl=False, err=err)\n-            # Echo the last character to stdout to work around an issue where\n-            # readline causes backspace to clear the whole line.\n-            return f(text[-1:])\n+            if WIN:\n+                # Write the prompt separately so that we get nice\n+                # coloring through colorama on Windows\n+                echo(text[:-1], nl=False, err=err)\n+                # Echo the last character to stdout to work around an issue where\n+                # readline causes backspace to clear the whole line.\n+                return f(text[-1:])\n+            return f(text)\n         except (KeyboardInterrupt, EOFError):\n             # getpass doesn't print a newline if the user aborts input with ^C.\n             # Allegedly this behavior is inherited from getpass(3).\n@@ -243,12 +244,15 @@ def confirm(\n \n     while True:\n         try:\n-            # Write the prompt separately so that we get nice\n-            # coloring through colorama on Windows\n-            echo(prompt[:-1], nl=False, err=err)\n-            # Echo the last character to stdout to work around an issue where\n-            # readline causes backspace to clear the whole line.\n-            value = visible_prompt_func(prompt[-1:]).lower().strip()\n+            if WIN:\n+                # Write the prompt separately so that we get nice\n+                # coloring through colorama on Windows\n+                echo(prompt[:-1], nl=False, err=err)\n+                # Echo the last character to stdout to work around an issue where\n+                # readline causes backspace to clear the whole line.\n+                value = visible_prompt_func(prompt[-1:]).lower().strip()\n+            else:\n+                value = visible_prompt_func(prompt).lower().strip()\n         except (KeyboardInterrupt, EOFError):\n             raise Abort() from None\n         if value in (\"y\", \"yes\"):\ndiff --git a/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc b/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..299ed4135e06ba1ce7aa5f17eaaf38e3498ae6c1\nGIT 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 5,
+ "f2p_total": 6,
+ "p2p_passed": 141,
+ "p2p_total": 141,
+ "f2p_failed": [
+  "tests.test_utils::test_echo_writing_to_standard_error"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 354.9
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_2969__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2969__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..a252b97a3358b0a2303371371d81aad6a3e3a575
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2969__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "click_2969",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 146 passed in 0.55s",
+  "failed": [
+   "tests/test_utils.py::test_echo_writing_to_standard_error"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_2972__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2972__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..2df1bef7562e5a5fbc1b2edbb1b1631f6dd0d484
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2972__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_2972",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 37,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 286048,
+  "completion_tokens": 4097
+ },
+ "patch": "diff --git a/click-test.py b/click-test.py\nnew file mode 100644\nindex 0000000..d63f2cf\n--- /dev/null\n+++ b/click-test.py\n@@ -0,0 +1,10 @@\n+import click\n+\n+@click.command()\n+@click.option(\"--foo\", envvar=\"FOO\", show_envvar=True, type=click.types.BOOL)\n+@click.option(\"--bar\", show_envvar=True, type=click.types.INT)\n+def main(foo: bool, bar: int) -> None:\n+    print(f\"{foo=} {bar=}\")\n+\n+if __name__ == '__main__':\n+    main()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..ed614d18882e9214313610686f0af48bce01ea82\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/core.py b/src/click/core.py\nindex 4bebb77..41985dc 100644\n--- a/src/click/core.py\n+++ b/src/click/core.py\n@@ -2682,7 +2682,7 @@ class Option(Parameter):\n \n     def get_error_hint(self, ctx: Context) -> str:\n         result = super().get_error_hint(ctx)\n-        if self.show_envvar:\n+        if self.show_envvar and self.envvar:\n             result += f\" (env var: '{self.envvar}')\"\n         return result\n \n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 299,
+ "p2p_total": 299,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 228.4
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_2972__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2972__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d75991fc87c35b2b4f870c57d7dc70b58aae4bd
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_2972__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_2972",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "300 passed in 0.53s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3013__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3013__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..c275d1ff9efa7f37fc84032f6ee9294736a52e88
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3013__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_3013",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 25,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 129444,
+  "completion_tokens": 19550
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..3b37d5d\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,7 @@\n+import shlex\n+from click.shell_completion import split_arg_string\n+\n+print(f\"split_arg_string('foo hello'): {split_arg_string('foo hello')}\")\n+print(f\"split_arg_string('foo \\\"hello'): {split_arg_string('foo \\\"hello')}\")\n+print(f\"split_arg_string('foo hello\\\\ '): {split_arg_string('foo hello\\\\ ')}\")\n+print(f\"split_arg_string('foo \\\"hello world\\\"'): {split_arg_string('foo \\\"hello world\\\"')}\")\ndiff --git a/repro2.py b/repro2.py\nnew file mode 100644\nindex 0000000..e5e3c42\n--- /dev/null\n+++ b/repro2.py\n@@ -0,0 +1,6 @@\n+from click.shell_completion import split_arg_string\n+\n+print(f\"split_arg_string('foo hello'): {split_arg_string('foo hello')}\")\n+print(f\"split_arg_string('foo hello '): {split_arg_string('foo hello ')}\")\n+print(f\"split_arg_string('foo hello\\\\ '): {split_arg_string('foo hello\\\\ ')}\")\n+print(f\"split_arg_string('foo \\\"hello world\\\"'): {split_arg_string('foo \\\"hello world\\\"')}\")\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..e88403574ae6d4f6d998968ca36ebe0dd6e6b6b3\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/test_fish_completion.py b/test_fish_completion.py\nnew file mode 100644\nindex 0000000..030ddd3\n--- /dev/null\n+++ b/test_fish_completion.py\n@@ -0,0 +1,17 @@\n+import os\n+from click.shell_completion import split_arg_string\n+\n+def get_completion_args(comp_words, comp_cword):\n+    cwords = split_arg_string(comp_words)\n+    incomplete = comp_cword\n+    args = cwords[1:]\n+\n+    if incomplete and args and args[-1] == incomplete:\n+        args.pop()\n+\n+    return args, incomplete\n+\n+print(f\"Case 1 (foo hello): {get_completion_args('foo hello', 'hello')}\")\n+print(f\"Case 2 (foo \\\"hello): {get_completion_args('foo \\\"hello', '\\\"hello')}\")\n+print(f\"Case 3 (foo hello\\\\ ): {get_completion_args('foo hello\\\\ ', 'hello\\\\ ')}\")\n+print(f\"Case 4 (foo \\\"hello\\\"): {get_completion_args('foo \\\"hello\\\"', '\\\"hello\\\"')}\")\ndiff --git a/test_fish_completion_logic.py b/test_fish_completion_logic.py\nnew file mode 100644\nindex 0000000..a40557b\n--- /dev/null\n+++ b/test_fish_completion_logic.py\n@@ -0,0 +1,21 @@\n+import os\n+from click.shell_completion import split_arg_string\n+\n+def test_fish_completion_logic(comp_words, comp_cword):\n+    cwords = split_arg_string(comp_words)\n+    incomplete = comp_cword\n+    args = cwords[1:]\n+\n+    if incomplete:\n+        if args:\n+            # The last element of cwords is the unquoted version of incomplete\n+            args.pop()\n+    \n+    return args, incomplete\n+\n+print(f\"Case 1 (foo hello): {test_fish_completion_logic('foo hello', 'hello')}\")\n+print(f\"Case 2 (foo \\\"hello): {test_fish_completion_logic('foo \\\"hello', '\\\"hello')}\")\n+print(f\"Case 3 (foo hello\\\\ ): {test_fish_completion_logic('foo hello\\\\ ', 'hello\\\\ ')}\")\n+print(f\"Case 4 (foo \\\"hello\\\"): {test_fish_completion_logic('foo \\\"hello\\\"', '\\\"hello\\\"')}\")\n+print(f\"Case 5 (foo ): {test_fish_completion_logic('foo ', '')}\")\n+print(f\"Case 6 (foo bar ): {test_fish_completion_logic('foo bar ', '')}\")\ndiff --git a/test_fish_completion_logic2.py b/test_fish_completion_logic2.py\nnew file mode 100644\nindex 0000000..16a465b\n--- /dev/null\n+++ b/test_fish_completion_logic2.py\n@@ -0,0 +1,29 @@\n+import os\n+from click.shell_completion import split_arg_string\n+\n+def test_fish_completion_logic(comp_words, comp_cword):\n+    cwords = split_arg_string(comp_words)\n+    incomplete = comp_cword\n+    args = cwords[1:]\n+\n+    if incomplete:\n+        if args:\n+            # The last element of cwords is the unquoted version of incomplete\n+            args.pop()\n+    else:\n+        # If incomplete is empty, we might have a trailing space in comp_words\n+        # which means the user is starting a new argument.\n+        # In this case, cwords might be ['foo', 'bar'] where 'bar' is actually \n+        # the last argument and we are starting a new one.\n+        # But wait, if incomplete is empty, it means the current word being completed is empty.\n+        # In Fish, COMP_CWORD is the word being completed.\n+        pass\n+\n+    return args, incomplete\n+\n+print(f\"Case 1 (foo hello): {test_fish_completion_logic('foo hello', 'hello')}\")\n+print(f\"Case 2 (foo \\\"hello): {test_fish_completion_logic('foo \\\"hello', '\\\"hello')}\")\n+print(f\"Case 3 (foo hello\\\\ ): {test_fish_completion_logic('foo hello\\\\ ', 'hello\\\\ ')}\")\n+print(f\"Case 4 (foo \\\"hello\\\"): {test_fish_completion_logic('foo \\\"hello\\\"', '\\\"hello\\\"')}\")\n+print(f\"Case 5 (foo ): {test_fish_completion_logic('foo ', '')}\")\n+print(f\"Case 6 (foo bar ): {test_fish_completion_logic('foo bar ', '')}\")\ndiff --git a/test_split.py b/test_split.py\nnew file mode 100644\nindex 0000000..36716c8\n--- /dev/null\n+++ b/test_split.py\n@@ -0,0 +1,5 @@\n+from click.shell_completion import split_arg_string\n+\n+print(f\"split_arg_string('\\\"hello') -> {split_arg_string('\\\"hello')}\")\n+print(f\"split_arg_string('hello\\\\ ') -> {split_arg_string('hello\\\\ ')}\")\n+print(f\"split_arg_string('\\\"hello world\\\"') -> {split_arg_string('\\\"hello world\\\"')}\")\ndiff --git a/test_split_incomplete.py b/test_split_incomplete.py\nnew file mode 100644\nindex 0000000..36716c8\n--- /dev/null\n+++ b/test_split_incomplete.py\n@@ -0,0 +1,5 @@\n+from click.shell_completion import split_arg_string\n+\n+print(f\"split_arg_string('\\\"hello') -> {split_arg_string('\\\"hello')}\")\n+print(f\"split_arg_string('hello\\\\ ') -> {split_arg_string('hello\\\\ ')}\")\n+print(f\"split_arg_string('\\\"hello world\\\"') -> {split_arg_string('\\\"hello world\\\"')}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 51,
+ "p2p_total": 51,
+ "f2p_failed": [
+  "tests.test_shell_completion::test_full_complete[fish-env6-plain,b\\tbee\\n]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1251.3
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3013__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3013__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6457377c83cc39050533a232abac6c44911eccd
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3013__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "click_3013",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 51 passed in 0.18s",
+  "failed": [
+   "tests/test_shell_completion.py::test_full_complete[fish-env6-plain,b\\tbee\\n]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3021__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3021__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..d87359d76dbc24c1f530801d4f625f6c8144f0f1
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3021__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_3021",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 19,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 118317,
+  "completion_tokens": 21433
+ },
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0\nHcmV?d00001\n\ndiff --git a/test_issue.py b/test_issue.py\nnew file mode 100644\nindex 0000000..0fb42ae\n--- /dev/null\n+++ b/test_issue.py\n@@ -0,0 +1,37 @@\n+import io\n+from unittest.mock import patch\n+from src.click import termui\n+import click\n+\n+def test():\n+    with patch('sys.stdout', new=io.StringIO()) as fake_out:\n+        # Patch the global variable in the termui module\n+        original_func = termui.visible_prompt_func\n+        termui.visible_prompt_func = lambda p: \"foo\"\n+        try:\n+            click.prompt(\"test\", prompt_suffix=\"\")\n+            print(f\"Prompt (suffix=''): {repr(fake_out.getvalue())}\")\n+            \n+            fake_out.truncate(0)\n+            fake_out.seek(0)\n+            \n+            click.prompt(\"test\", prompt_suffix=\" \")\n+            print(f\"Prompt (suffix=' '): {repr(fake_out.getvalue())}\")\n+            \n+            fake_out.truncate(0)\n+            fake_out.seek(0)\n+            \n+            click.confirm(\"test\", prompt_suffix=\"\")\n+            print(f\"Confirm (suffix=''): {repr(fake_out.getvalue())}\")\n+            \n+            fake_out.truncate(0)\n+            fake_out.seek(0)\n+            \n+            click.confirm(\"test\", prompt_suffix=\" \")\n+            print(f\"Confirm (suffix=' '): {repr(fake_out.getvalue())}\")\n+            \n+        finally:\n+            termui.visible_prompt_func = original_func\n+\n+if __name__ == \"__main__\":\n+    test()\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 142,
+ "p2p_total": 142,
+ "f2p_failed": [
+  "tests.test_utils::test_echo_writing_to_standard_error"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1366.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3021__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3021__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..54cb2f42dabf932992b93808b5b5367a682f9d09
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3021__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "click_3021",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 142 passed in 0.52s",
+  "failed": [
+   "tests/test_utils.py::test_echo_writing_to_standard_error"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3068__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3068__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c03e0a1413edfd387d25bd503391881c090d09b
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3068__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_3068",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 36,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 318975,
+  "completion_tokens": 18101
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..dd7fa51\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,29 @@\n+\n+import click\n+from click.core import Context, Command, Option\n+from click._utils import UNSET\n+from click.testing import CliRunner\n+\n+@click.command()\n+@click.option('--opt', expose_value=True, default=UNSET)\n+def cmd(opt):\n+    print(f\"Callback received opt: {opt}, type: {type(opt)}\")\n+\n+def test_cli_invocation():\n+    runner = CliRunner()\n+    result = runner.invoke(cmd, [])\n+    print(f\"CLI Result stdout: {result.output}\")\n+\n+def test_ctx_invoke():\n+    # Manually create a context and invoke the command\n+    ctx = Context(Command('root'))\n+    ctx.invoke(cmd)\n+\n+if __name__ == \"__main__\":\n+    print(\"Testing CLI invocation...\")\n+    test_cli_invocation()\n+    print(\"\\nTesting ctx.invoke...\")\n+    try:\n+        test_ctx_invoke()\n+    except Exception as e:\n+        print(f\"ctx.invoke raised: {e}\")\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..1c9956c98304706db10a618ece78edd87f40873f\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/core.py b/src/click/core.py\nindex ff2f74a..f40ac44 100644\n--- a/src/click/core.py\n+++ b/src/click/core.py\n@@ -799,9 +799,10 @@ class Context:\n \n             for param in other_cmd.params:\n                 if param.name not in kwargs and param.expose_value:\n-                    kwargs[param.name] = param.type_cast_value(  # type: ignore\n+                    value = param.type_cast_value(  # type: ignore\n                         ctx, param.get_default(ctx)\n                     )\n+                    kwargs[param.name] = None if value is UNSET else value\n \n             # Track all kwargs as params, so that forward() will pass\n             # them on in subsequent calls.\n",
+ "applied": true,
+ "f2p_passed": 2,
+ "f2p_total": 2,
+ "p2p_passed": 77,
+ "p2p_total": 77,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 1209.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3068__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3068__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6ef2b9ae5af81472c529270bfac8fbc4d2bdbc9
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3068__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_3068",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "79 passed in 0.15s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3079__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3079__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..18fc605edfc5ac8ce5ec6fa698e81f72df1aeda6
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3079__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_3079",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 31,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 309815,
+  "completion_tokens": 15032
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..be5ec93\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,12 @@\n+import click\n+import sys\n+\n+@click.command()\n+@click.option(\"--green\", \"color\", flag_value=\"green\", default=True)\n+@click.option(\"--red\", \"color\", flag_value=\"red\")\n+@click.option(\"--blue\", \"color\", flag_value=\"blue\")\n+def main(color: str) -> None:\n+    print(repr(color))\n+\n+if __name__ == \"__main__\":\n+    main()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..5f1d9f75424c93a4662dcb8e8f55983c3ba1a1f5\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 5,
+ "p2p_total": 5,
+ "f2p_failed": [
+  "tests.test_defaults::test_shared_param_prefers_first_default"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1897.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3079__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3079__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fec4621980aabd73faafd2046ff77e57bc79b25
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3079__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "click_3079",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 5 passed in 0.04s",
+  "failed": [
+   "tests/test_defaults.py::test_shared_param_prefers_first_default"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3090__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3090__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..94bf47b2250402acae2318fd19c73df901e3fa47
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3090__s0.json
@@ -0,0 +1,28 @@
+{
+ "instance_id": "click_3090",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 31,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 210086,
+  "completion_tokens": 14756
+ },
+ "patch": "diff --git \"a/(\\302\\253repro.py\\302\\273)\" \"b/(\\302\\253repro.py\\302\\273)\"\nnew file mode 100644\nindex 0000000..d968d35\n--- /dev/null\n+++ \"b/(\\302\\253repro.py\\302\\273)\"\n@@ -0,0 +1,24 @@\n+\n+import click\n+from click.core import Option, Context\n+from click._utils import UNSET\n+\n+class CSVOption(Option):\n+    def type_cast_value(self, ctx, value):\n+        print(f\"type_cast_value called with value: {value!r}\")\n+        if value:\n+            return value.split(\",\")\n+        return value\n+\n+@click.command(name=\"run\")\n+@click.option(\"--csv\", cls=CSVOption)\n+def main(csv):\n+    pass\n+\n+# We can just use click.testing.CliRunner to reproduce it properly\n+from click.testing import CliRunner\n+\n+runner = CliRunner()\n+# Call the command without the --csv option\n+result = runner.invoke(main)\n+print(result.output)\ndiff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..f849b9d\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,33 @@\n+\n+import click\n+from click.core import Option, Context\n+from click._utils import UNSET\n+\n+class MockCommand:\n+    def __init__(self):\n+        self.allow_extra_args = False\n+\n+class MockContext(Context):\n+    def __init__(self):\n+        super().__init__(command=MockCommand(), info_name=\"test\")\n+\n+class CSVOption(Option):\n+    def type_cast_value(self, ctx, value):\n+        print(f\"type_cast_value called with value: {value!r}\")\n+        if value:\n+            return value.split(\",\")\n+        return value\n+\n+@click.command(name=\"run\")\n+@click.option(\"--csv\", cls=CSVOption)\n+def main(csv):\n+    print(f\"main called with csv: {csv!r}\")\n+\n+# Simulate click's internal processing\n+ctx = MockContext()\n+param = main.__click_params__[0]\n+value = UNSET # Simulate no value supplied\n+\n+print(f\"Processing value {value!r}...\")\n+result = param.process_value(ctx, value)\n+print(f\"Result of process_value: {result!r}\")\ndiff --git 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0\nHcmV?d00001\n\ndiff --git a/test_missing.py b/test_missing.py\nnew file mode 100644\nindex 0000000..e4f9471\n--- /dev/null\n+++ b/test_missing.py\n@@ -0,0 +1,13 @@\n+\n+import click\n+from click.core import Option\n+from click._utils import UNSET\n+\n+class MockCommand:\n+    def __init__(self):\n+        self.allow_extra_args = False\n+\n+param = Option([\"--foo\"])\n+print(f\"UNSET: {param.value_is_missing(UNSET)}\")\n+print(f\"None: {param.value_is_missing(None)}\")\n+print(f\"Empty tuple: {param.value_is_missing(())}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 4,
+ "p2p_passed": 618,
+ "p2p_total": 618,
+ "f2p_failed": [
+  "tests.test_arguments::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs1-pass_argv1]",
+  "tests.test_arguments::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs4-pass_argv4]",
+  "tests.test_options::test_option_custom_class_can_override_type_cast_value_and_never_sees_unset[--opt-option_kwargs0-pass_argv0]",
+  "tests.test_options::test_option_custom_class_can_override_type_cast_value_and_never_sees_unset[--opt-option_kwargs1-pass_argv1]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1534.1
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3090__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3090__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbb47dd806c5dec015c5e593b78f54a1dd06d9c5
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3090__s0.official.json
@@ -0,0 +1,17 @@
+{
+ "instance_id": "click_3090",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "4 failed, 618 passed in 1.05s",
+  "failed": [
+   "tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs1-pass_argv1]",
+   "tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs4-pass_argv4]",
+   "tests/test_options.py::test_option_custom_class_can_override_type_cast_value_and_never_sees_unset[--opt-option_kwargs0-pass_argv0]",
+   "tests/test_options.py::test_option_custom_class_can_override_type_cast_value_and_never_sees_unset[--opt-option_kwargs1-pass_argv1]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3126__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3126__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..f31e8baf702898b3942806b4782f51fcf09ba9ef
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3126__s0.json
@@ -0,0 +1,28 @@
+{
+ "instance_id": "click_3126",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 22,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 228095,
+  "completion_tokens": 13972
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..dceafa6\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,9 @@\n+import click\n+\n+@click.command()\n+@click.option(\"--at\", help=\"Line 1\\nLine 2\")\n+def hello(at):\n+    click.echo(f\"Hello {at}\")\n+\n+if __name__ == \"__main__\":\n+    hello()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..19110c6398f6e4bba3ed7a13dd56b84d8f86583f\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/test_completion.py b/test_completion.py\nnew file mode 100644\nindex 0000000..a803fa2\n--- /dev/null\n+++ b/test_completion.py\n@@ -0,0 +1,32 @@\n+import os\n+import sys\n+from io import StringIO\n+import click\n+from click.shell_completion import shell_complete\n+\n+@click.command()\n+@click.option(\"--at\", help=\"Line 1\\nLine 2\")\n+def hello(at):\n+    click.echo(f\"Hello {at}\")\n+\n+if __name__ == \"__main__\":\n+    import os\n+    os.environ[\"_REPRO_COMPLETE\"] = \"fish_complete\"\n+    os.environ[\"COMP_WORDS\"] = \"repro --\"\n+    os.environ[\"COMP_CWORD\"] = \"--\"\n+    \n+    captured_output = StringIO()\n+    sys.stdout = captured_output\n+    \n+    result = shell_complete(\n+        hello,\n+        {},\n+        \"repro\",\n+        \"_REPRO_COMPLETE\",\n+        os.environ[\"_REPRO_COMPLETE\"]\n+    )\n+    \n+    sys.stdout = sys.__stdout__\n+    print(f\"Exit code: {result}\")\n+    print(\"Output:\")\n+    print(captured_output.getvalue())\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 4,
+ "p2p_passed": 49,
+ "p2p_total": 49,
+ "f2p_failed": [
+  "tests.test_shell_completion::test_fish_multiline_help_complete",
+  "tests.test_shell_completion::test_full_complete[fish-env4-plain\\na\\n_\\nplain\\nb\\nbee\\n]",
+  "tests.test_shell_completion::test_full_complete[fish-env5-plain\\nb\\nbee\\n]",
+  "tests.test_shell_completion::test_full_complete[fish-env6-plain\\nb\\nbee\\n]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1274.9
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3126__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3126__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..767a6fb8499782ae7436e0cf3573f0d583d90521
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3126__s0.official.json
@@ -0,0 +1,17 @@
+{
+ "instance_id": "click_3126",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "4 failed, 49 passed in 0.18s",
+  "failed": [
+   "tests/test_shell_completion.py::test_full_complete[fish-env4-plain\\na\\n_\\nplain\\nb\\nbee\\n]",
+   "tests/test_shell_completion.py::test_full_complete[fish-env5-plain\\nb\\nbee\\n]",
+   "tests/test_shell_completion.py::test_full_complete[fish-env6-plain\\nb\\nbee\\n]",
+   "tests/test_shell_completion.py::test_fish_multiline_help_complete"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3137__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3137__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..0eab2d4b20eab3748fc4e0420fe058df823f8194
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3137__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_3137",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 35,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 289521,
+  "completion_tokens": 20812
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..8c19bcd\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,29 @@\n+import click\n+\n+def _validate(ctx, param, value):\n+    you_sentinel = ctx.params.get(\"you\")\n+    you_too_sentinel = ctx.params.get(\"you_too\")\n+    print(f\"you: {you_sentinel}\")\n+    print(f\"you_too: {you_too_sentinel}\")\n+    print(f\"param: {param}\")\n+    print(f\"value: {value}\")\n+    return value\n+\n+@click.group()\n+def basic():\n+    pass\n+\n+@basic.command()\n+@click.argument('you', required=False)\n+@click.option('--you-too', )\n+@click.option('--yall', callback=_validate)\n+@click.pass_context\n+def hello(ctx, you, you_too, yall):\n+    click.echo('Hello World!')\n+\n+if __name__ == '__main__':\n+    # Use a runner to simulate the call\n+    from click.testing import CliRunner\n+    runner = CliRunner()\n+    result = runner.invoke(basic, ['hello'])\n+    print(result.output)\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..eddfc7748d136e564ec15fdc7982405a14de68a5\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 29,
+ "p2p_total": 29,
+ "f2p_failed": [
+  "tests.test_context::test_hiding_of_unset_sentinel_in_callbacks"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1407.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3137__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3137__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..770460cebb0ec48f43b52c432456fc1d1d0a9289
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3137__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "click_3137",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 29 passed in 0.11s",
+  "failed": [
+   "tests/test_context.py::test_hiding_of_unset_sentinel_in_callbacks"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3152__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3152__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..905c5be8cf66e1cc6d1104e2a6d0a5a7fd60a49d
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3152__s0.json
@@ -0,0 +1,43 @@
+{
+ "instance_id": "click_3152",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 40,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 525529,
+  "completion_tokens": 12944
+ },
+ "patch": "diff --git a/reproduce_bug.py b/reproduce_bug.py\nnew file mode 100644\nindex 0000000..e5bc949\n--- /dev/null\n+++ b/reproduce_bug.py\n@@ -0,0 +1,26 @@\n+import click\n+\n+@click.command()\n+@click.option(\"--name\", is_flag=False, flag_value=\"Flag\", default=\"Default\")\n+def hello(name):\n+    click.echo(f\"Hello, {name}!\")\n+\n+if __name__ == \"__main__\":\n+    try:\n+        # Test with no argument (should be \"Flag\")\n+        from click.testing import CliRunner\n+        runner = CliRunner()\n+        \n+        result = runner.invoke(hello, [\"--name\"])\n+        print(f\"Result 1: {result.output.strip()}\")\n+        \n+        # Test with argument (should be \"Argument\")\n+        result = runner.invoke(hello, [\"--name\", \"Argument\"])\n+        print(f\"Result 2: {result.output.strip()}\")\n+        \n+        # Test with no option (should be \"Default\")\n+        result = runner.invoke(hello, [])\n+        print(f\"Result 3: {result.output.strip()}\")\n+        \n+    except Exception as e:\n+        print(f\"Error: {e}\")\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..30681e87f7870858fd9937bcbb21ae6d1623f7ef\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/core.py b/src/click/core.py\nindex 57f549c..a6c95c7 100644\n--- a/src/click/core.py\n+++ b/src/click/core.py\n@@ -2780,7 +2780,7 @@ class Option(Parameter):\n         # The option is explicitly not a flag. But we do not know yet if it needs a\n         # value or not. So we look at the default value to determine it.\n         elif is_flag is False and not self._flag_needs_value:\n-            self._flag_needs_value = self.default is UNSET\n+            self._flag_needs_value = self.default is UNSET and self.flag_value is UNSET\n \n         if is_flag:\n             # Set missing default for flags if not explicitly required or prompted.\ndiff --git a/test_default_unset.py b/test_default_unset.py\nnew file mode 100644\nindex 0000000..9e925fa\n--- /dev/null\n+++ b/test_default_unset.py\n@@ -0,0 +1,12 @@\n+import click\n+\n+@click.command()\n+@click.option(\"--name\")\n+def hello(name):\n+    click.echo(f\"Hello, {name}!\")\n+\n+if __name__ == \"__main__\":\n+    from click.testing import CliRunner\n+    runner = CliRunner()\n+    result = runner.invoke(hello, [\"--name\"])\n+    print(f\"Result: {result.output.strip()}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 519,
+ "p2p_total": 535,
+ "f2p_failed": [
+  "tests.test_options::test_flag_value_on_option_with_zero_or_one_args[int-args4-1\\n]",
+  "tests.test_options::test_flag_value_on_option_with_zero_or_one_args[str-args1-FlagValue\\n]"
+ ],
+ "p2p_failed": [
+  "tests.test_options::test_flag_auto_detection[-a-opt_params8-False-False]",
+  "tests.test_options::test_multiple_option_with_optional_value",
+  "tests.test_options::test_option_with_optional_value[None-expect0]",
+  "tests.test_options::test_option_with_optional_value[args1-expect1]",
+  "tests.test_options::test_option_with_optional_value[args10-expect10]",
+  "tests.test_options::test_option_with_optional_value[args11-expect11]",
+  "tests.test_options::test_option_with_optional_value[args12-expect12]",
+  "tests.test_options::test_option_with_optional_value[args13-expect13]",
+  "tests.test_options::test_option_with_optional_value[args2-expect2]",
+  "tests.test_options::test_option_with_optional_value[args3-expect3]",
+  "tests.test_options::test_option_with_optional_value[args4-expect4]",
+  "tests.test_options::test_option_with_optional_value[args5-expect5]",
+  "tests.test_options::test_option_with_optional_value[args6-expect6]",
+  "tests.test_options::test_option_with_optional_value[args7-expect7]",
+  "tests.test_options::test_option_with_optional_value[args8-expect8]",
+  "tests.test_options::test_option_with_optional_value[args9-expect9]"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 983.0
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3152__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3152__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..f20f8cfa04034cd91c1dd6eeb84aeb43a677e097
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3152__s0.official.json
@@ -0,0 +1,31 @@
+{
+ "instance_id": "click_3152",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "18 failed, 519 passed in 2.19s",
+  "failed": [
+   "tests/test_options.py::test_option_with_optional_value[None-expect0]",
+   "tests/test_options.py::test_option_with_optional_value[args1-expect1]",
+   "tests/test_options.py::test_option_with_optional_value[args2-expect2]",
+   "tests/test_options.py::test_option_with_optional_value[args3-expect3]",
+   "tests/test_options.py::test_option_with_optional_value[args4-expect4]",
+   "tests/test_options.py::test_option_with_optional_value[args5-expect5]",
+   "tests/test_options.py::test_option_with_optional_value[args6-expect6]",
+   "tests/test_options.py::test_option_with_optional_value[args7-expect7]",
+   "tests/test_options.py::test_option_with_optional_value[args8-expect8]",
+   "tests/test_options.py::test_option_with_optional_value[args9-expect9]",
+   "tests/test_options.py::test_option_with_optional_value[args10-expect10]",
+   "tests/test_options.py::test_option_with_optional_value[args11-expect11]",
+   "tests/test_options.py::test_option_with_optional_value[args12-expect12]",
+   "tests/test_options.py::test_option_with_optional_value[args13-expect13]",
+   "tests/test_options.py::test_multiple_option_with_optional_value",
+   "tests/test_options.py::test_flag_auto_detection[-a-opt_params8-False-False]",
+   "tests/test_options.py::test_flag_value_on_option_with_zero_or_one_args[str-args1-FlagValue\\n]",
+   "tests/test_options.py::test_flag_value_on_option_with_zero_or_one_args[int-args4-1\\n]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3208__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3208__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c385aeccbfe6e43b83630d12229434e1141bb4e
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3208__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_3208",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 32,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 359498,
+  "completion_tokens": 7626
+ },
+ "patch": "diff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..91ee2aa49f1332686a7815fb585022ed5c40502c\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/exceptions.py b/src/click/exceptions.py\nindex 4d782ee..2ed19d1 100644\n--- a/src/click/exceptions.py\n+++ b/src/click/exceptions.py\n@@ -79,7 +79,7 @@ class UsageError(ClickException):\n             and self.ctx.command.get_help_option(self.ctx) is not None\n         ):\n             hint = _(\"Try '{command} {option}' for help.\").format(\n-                command=self.ctx.command_path, option=self.ctx.help_option_names[0]\n+                command=self.ctx.command_path, option=self.ctx.command.get_help_option_names(self.ctx)[0]\n             )\n             hint = f\"{hint}\\n\"\n         if self.ctx is not None:\n",
+ "applied": true,
+ "f2p_passed": 3,
+ "f2p_total": 3,
+ "p2p_passed": 20,
+ "p2p_total": 20,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 574.1
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3208__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3208__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..655fe3573c8e0776351ff45680b0924a7bd9c914
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3208__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_3208",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "23 passed in 0.06s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3211__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3211__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..074c101604d3e829a65f2d52f42c0ab88aea5475
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3211__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_3211",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 14,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 87163,
+  "completion_tokens": 4130
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/lastfailed b/.pytest_cache/v/cache/lastfailed\nnew file mode 100644\nindex 0000000..58fb7ec\n--- /dev/null\n+++ b/.pytest_cache/v/cache/lastfailed\n@@ -0,0 +1,3 @@\n+{\n+  \"tests/test_basic.py\": true\n+}\n\\ No newline at end of file\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..2e3da6e\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,1430 @@\n+[\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs0-pass_argv0]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs1-pass_argv1]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs2-pass_argv2]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs3-pass_argv3]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs4-pass_argv4]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs5-pass_argv5]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[12-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[7.9-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[False-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[Sentinel.UNSET-Error: Missing argument 'A...'.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[True-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[Yo-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default10-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default11-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default12-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default13-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default14-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default15-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default16-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default17-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default18-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default19-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default20-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  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\"tests/test_commands.py::test_iter_params_for_processing[invocation_order27-declaration_order27-expected_order27]\",\n+  \"tests/test_commands.py::test_iter_params_for_processing[invocation_order28-declaration_order28-expected_order28]\",\n+  \"tests/test_commands.py::test_iter_params_for_processing[invocation_order29-declaration_order29-expected_order29]\",\n+  \"tests/test_commands.py::test_iter_params_for_processing[invocation_order3-declaration_order3-expected_order3]\",\n+  \"tests/test_commands.py::test_iter_params_for_processing[invocation_order30-declaration_order30-expected_order30]\",\n+  \"tests/test_commands.py::test_iter_params_for_processing[invocation_order31-declaration_order31-expected_order31]\",\n+  \"tests/test_commands.py::test_iter_params_for_processing[invocation_order32-declaration_order32-expected_order32]\",\n+  \"tests/test_commands.py::test_iter_params_for_processing[invocation_order33-declaration_order33-expected_order33]\",\n+  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\"tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params16-opt2_params16-args16-1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params2-opt2_params2-args2-EngineType.PRO]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params3-opt2_params3-args3-Class1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params4-opt2_params4-args4-Class1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params5-opt2_params5-args5-Class2]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params6-opt2_params6-args6-True]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params7-opt2_params7-args7-None]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params8-opt2_params8-args8-Class1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params9-opt2_params9-args9-Class1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params0-args0-None]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params1-args1-None]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params10-args10-Error:\\\\\\\\ Option\\\\\\\\ '\\\\\\\\-\\\\\\\\-pro'\\\\\\\\ requires\\\\\\\\ an\\\\\\\\ argument\\\\\\\\.\\\\\\\\\\\\n]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params11-args11-EngineType.OSS]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params12-args12-EngineType.OSS]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params13-args13-EngineType.OSS]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params14-args14-1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params15-args15-42]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params16-args16-EngineType.OSS]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params17-args17-42]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params18-args18-1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params19-args19-42]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params2-args2-EngineType.OSS]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params20-args20-1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params21-args21-42]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params22-args22-EngineType.OSS]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params23-args23-42]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params24-args24-1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params25-args25-42]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params26-args26-1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params27-args27-42]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params28-args28-1]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params29-args29-42]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params3-args3-EngineType.OSS]\",\n+  \"tests/test_options.py::test_custom_type_flag_value_standalone_option[opt_params4-args4-EngineType.OSS]\",\n+  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\"tests/test_options.py::test_default_dual_option_callback[True-args17-js]\",\n+  \"tests/test_options.py::test_default_dual_option_callback[True-args8-xml]\",\n+  \"tests/test_options.py::test_default_dual_option_callback[True-args9-js]\",\n+  \"tests/test_options.py::test_default_dual_option_callback[jS-args12-jS]\",\n+  \"tests/test_options.py::test_default_dual_option_callback[js-args10-js]\",\n+  \"tests/test_options.py::test_default_dual_option_callback[xMl-args13-xMl]\",\n+  \"tests/test_options.py::test_default_dual_option_callback[xml-args11-xml]\",\n+  \"tests/test_options.py::test_deprecated_prompt\",\n+  \"tests/test_options.py::test_deprecated_required\",\n+  \"tests/test_options.py::test_deprecated_usage[True]\",\n+  \"tests/test_options.py::test_deprecated_usage[USE B INSTEAD]\",\n+  \"tests/test_options.py::test_deprecated_warning[True]\",\n+  \"tests/test_options.py::test_deprecated_warning[USE B INSTEAD]\",\n+  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argument\\\\\\\\.\\\\\\\\\\\\n-EnumSentinel.FALSY_SENTINEL]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args2-Error:\\\\\\\\ Option\\\\\\\\ '\\\\\\\\-\\\\\\\\-config'\\\\\\\\ requires\\\\\\\\ an\\\\\\\\ argument\\\\\\\\.\\\\\\\\\\\\n-sentinel0]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args3-No configuration file provided.-EnumSentinel.FALSY_SENTINEL]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args3-No configuration file provided.-sentinel0]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args4-foo.conf-EnumSentinel.FALSY_SENTINEL]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args4-foo.conf-sentinel0]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args5-Usage: main \\\\\\\\[OPTIONS\\\\\\\\]\\\\\\\\nTry 'main --help' for help.\\\\\\\\n\\\\\\\\nError: Got unexpected extra argument (.+)\\\\\\\\n-EnumSentinel.FALSY_SENTINEL]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args5-Usage: main \\\\\\\\[OPTIONS\\\\\\\\]\\\\\\\\nTry 'main --help' for help.\\\\\\\\n\\\\\\\\nError: Got unexpected extra argument (.+)\\\\\\\\n-sentinel0]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args6-Usage: main \\\\\\\\[OPTIONS\\\\\\\\]\\\\\\\\nTry 'main --help' for help.\\\\\\\\n\\\\\\\\nError: Invalid value for '-c' / '--config': File 'random-file.conf' does not exist.\\\\\\\\n-EnumSentinel.FALSY_SENTINEL]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args6-Usage: main \\\\\\\\[OPTIONS\\\\\\\\]\\\\\\\\nTry 'main --help' for help.\\\\\\\\n\\\\\\\\nError: Invalid value for '-c' / '--config': File 'random-file.conf' does not exist.\\\\\\\\n-sentinel0]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args7-Usage: main \\\\\\\\[OPTIONS\\\\\\\\]\\\\\\\\nTry 'main --help' for help.\\\\\\\\n\\\\\\\\nError: Invalid value for '-c' / '--config': File '--no-config' does not exist.\\\\\\\\n-EnumSentinel.FALSY_SENTINEL]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args7-Usage: main \\\\\\\\[OPTIONS\\\\\\\\]\\\\\\\\nTry 'main --help' for help.\\\\\\\\n\\\\\\\\nError: Invalid value for '-c' / '--config': File '--no-config' does not exist.\\\\\\\\n-sentinel0]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args8-Usage: main \\\\\\\\[OPTIONS\\\\\\\\]\\\\\\\\nTry 'main --help' for help.\\\\\\\\n\\\\\\\\nError: Invalid value for '-c' / '--config': File '--no-config' does not exist.\\\\\\\\n-EnumSentinel.FALSY_SENTINEL]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args8-Usage: main \\\\\\\\[OPTIONS\\\\\\\\]\\\\\\\\nTry 'main --help' for help.\\\\\\\\n\\\\\\\\nError: Invalid value for '-c' / '--config': File '--no-config' does not exist.\\\\\\\\n-sentinel0]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args9-foo.conf-EnumSentinel.FALSY_SENTINEL]\",\n+  \"tests/test_options.py::test_dual_options_custom_type_sentinel_flag_value[args9-foo.conf-sentinel0]\",\n+  \"tests/test_options.py::test_duplicate_names_warning[opts_one0-opts_two0]\",\n+  \"tests/test_options.py::test_duplicate_names_warning[opts_one1-opts_two1]\",\n+  \"tests/test_options.py::test_dynamic_default_help_special_method\",\n+  \"tests/test_options.py::test_dynamic_default_help_text\",\n+  \"tests/test_options.py::test_dynamic_default_help_unset\",\n+  \"tests/test_options.py::test_empty_envvar[AUTO_MYPATH]\",\n+  \"tests/test_options.py::test_empty_envvar[MYPATH]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[ 1 2 - 1 2 - 1 2 ]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[ bar - bar - bar ]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[ bar 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\"tests/test_utils.py::test_echo_via_pager[test7- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test7-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test7-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test7-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9-less]\",\n+  \"tests/test_utils.py::test_echo_with_capsys\",\n+  \"tests/test_utils.py::test_echo_writing_to_standard_error\",\n+  \"tests/test_utils.py::test_expand_args\",\n+  \"tests/test_utils.py::test_filename_formatting\",\n+  \"tests/test_utils.py::test_full_prompt_passed_to_readline[confirm]\",\n+  \"tests/test_utils.py::test_full_prompt_passed_to_readline[prompt-custom-suffix]\",\n+  \"tests/test_utils.py::test_full_prompt_passed_to_readline[prompt-hidden]\",\n+  \"tests/test_utils.py::test_full_prompt_passed_to_readline[prompt]\",\n+  \"tests/test_utils.py::test_iter_keepopenfile\",\n+  \"tests/test_utils.py::test_iter_lazyfile\",\n+  \"tests/test_utils.py::test_make_default_short_help[-empty]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-equal length, no dot]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-ignore dot in word]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-length includes suffix]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-paragraph < max]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-sentence < max]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-truncate]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-empty]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-equal length, no dot]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-ignore dot in word]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-length includes suffix]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-paragraph < max]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-sentence < max]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-truncate]\",\n+  \"tests/test_utils.py::test_open_file\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_existing_file[256]\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_existing_file[292]\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_existing_file[384]\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_existing_file[420]\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_new_file\",\n+  \"tests/test_utils.py::test_open_file_ignore_errors_stdin\",\n+  \"tests/test_utils.py::test_open_file_ignore_invalid_utf8\",\n+  \"tests/test_utils.py::test_open_file_ignore_no_encoding\",\n+  \"tests/test_utils.py::test_open_file_pathlib_dash\",\n+  \"tests/test_utils.py::test_open_file_respects_ignore\",\n+  \"tests/test_utils.py::test_prompt_cast_default\",\n+  \"tests/test_utils.py::test_prompts\",\n+  \"tests/test_utils.py::test_prompts_abort\",\n+  \"tests/test_utils.py::test_prompts_eof\",\n+  \"tests/test_utils.py::test_styling[styles0-\\\\x1b[30mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles1-\\\\x1b[31mx y\\\\x1b[0m]\",\n+  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\"tests/test_utils.py::test_styling[styles21-\\\\x1b[53mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles22-\\\\x1b[3mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles23-\\\\x1b[5mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles24-\\\\x1b[7mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles25-\\\\x1b[9mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles26-\\\\x1b[22mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles27-\\\\x1b[22mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles28-\\\\x1b[24mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles29-\\\\x1b[55mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles3-\\\\x1b[33mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles30-\\\\x1b[23mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles31-\\\\x1b[25mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles32-\\\\x1b[27mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles33-\\\\x1b[29mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles34-\\\\x1b[30mx y]\",\n+  \"tests/test_utils.py::test_styling[styles4-\\\\x1b[34mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles5-\\\\x1b[35mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles6-\\\\x1b[36mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles7-\\\\x1b[37mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles8-\\\\x1b[40mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles9-\\\\x1b[41mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_unset_sentinel\",\n+  \"tests/test_utils.py::test_unstyle_other_ansi[\\\\x1b[?25lx y\\\\x1b[?25h-x y]\"\n+]\n\\ No newline at end of file\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..40bb6ca\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,24 @@\n+import click\n+from click.types import FuncParamType\n+\n+def my_parser(value):\n+    if value != 'works':\n+        raise ValueError(f'input was {value=}, should be works')\n+    return value\n+\n+param_type = FuncParamType(my_parser)\n+\n+def test_convert():\n+    # Mocking param and ctx as None since FuncParamType.convert handles them\n+    try:\n+        param_type.convert('fails', None, None)\n+    except click.BadParameter as e:\n+        print(f\"Caught expected error: {e}\")\n+        # Current behavior: e.message should be 'fails' (or similar)\n+        # Expected behavior: e.message should be 'input was value='fails', should be works'\n+        return\n+\n+    print(\"Did not catch BadParameter\")\n+\n+if __name__ == \"__main__\":\n+    test_convert()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..37697489592c7e472c282a57cd34267c248757d1\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 40,
+ "p2p_total": 41,
+ "f2p_failed": [],
+ "p2p_failed": [
+  "tests.test_types::test_func_param_type_uses_value_error_message[-nope]"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 334.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3211__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3211__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..8db9eb1e0faa96877afd5d5916882a36c9be137c
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3211__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "click_3211",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 41 passed in 0.08s",
+  "failed": [
+   "tests/test_types.py::test_func_param_type_uses_value_error_message[-nope]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3224__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3224__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..289c451264eda4140cedd716cb9d4318f2e774f6
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3224__s0.json
@@ -0,0 +1,28 @@
+{
+ "instance_id": "click_3224",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 23,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 108309,
+  "completion_tokens": 19984
+ },
+ "patch": "diff --git a/repro_click_unset_regression.py b/repro_click_unset_regression.py\nnew file mode 100644\nindex 0000000..5bc4cbe\n--- /dev/null\n+++ b/repro_click_unset_regression.py\n@@ -0,0 +1,51 @@\n+#!/usr/bin/env python3\n+import importlib.metadata\n+import sys\n+import click\n+\n+class CustomClickContext(click.Context):\n+    def lookup_default(self, name: str, call: bool = False):\n+        if call:\n+            default = super().lookup_default(name, call=True)  # call: Literal[True]\n+        else:\n+            default = super().lookup_default(name, call=False)  # call: Literal[False]\n+\n+        # Original logic (kept to reproduce): treats any non-None (including sentinel) as a real default.\n+        if default is not None:\n+            return default\n+        prefix = name.split(\"_\", 1)[0]\n+        group = getattr(self, \"default_map\", {}).get(prefix)\n+        if group:\n+            return group.get(name)\n+        return default\n+\n+def describe(value):\n+    cls = value.__class__\n+    return {\n+        \"repr\": repr(value),\n+        \"type\": f\"{cls.__module__}.{cls.__qualname__}\",\n+        \"has_name_attr\": hasattr(value, \"name\"),\n+        \"name_attr\": getattr(value, \"name\", None),\n+    }\n+\n+def main():\n+    default_map = {\"app\": {\"email\": \"prefix-param-level@example.com\"}}\n+    cmd = click.Command(\"get-views\")\n+    ctx = CustomClickContext(cmd, info_name=None)\n+    ctx.default_map = default_map\n+\n+    val = ctx.lookup_default(\"email\", False)\n+    info = describe(val)\n+    print(f\"click version (importlib.metadata): {importlib.metadata.version('click')}\")\n+    print(\"lookup_default raw:\", info)\n+    # This assert fails under \u2265 8.3.0 because val is the internal Sentinel.UNSET object.\n+    assert val is None, (\n+        f\"Regression: got {info['repr']} ({info['type']}) instead of expected builtins.NoneType\"\n+    )\n+\n+if __name__ == \"__main__\":\n+    try:\n+        main()\n+    except AssertionError as e:\n+        print(\"AssertionError:\", e)\n+        sys.exit(1)\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..6e7ff6b4ad8680a1edd84e1e6fd934a2195ba994\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 4,
+ "p2p_passed": 23,
+ "p2p_total": 23,
+ "f2p_failed": [
+  "tests.test_defaults::test_lookup_default_override_respected",
+  "tests.test_defaults::test_lookup_default_returns_hides_sentinel[None-anything-None]",
+  "tests.test_defaults::test_lookup_default_returns_hides_sentinel[default_map1-nonexistent-None]",
+  "tests.test_defaults::test_lookup_default_returns_hides_sentinel[default_map3-anything-None]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1243.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3224__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3224__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..b36cc5d04b4b877bffa2b9f342e398f260ba403d
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3224__s0.official.json
@@ -0,0 +1,17 @@
+{
+ "instance_id": "click_3224",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "4 failed, 23 passed in 0.09s",
+  "failed": [
+   "tests/test_defaults.py::test_lookup_default_returns_hides_sentinel[default_map1-nonexistent-None]",
+   "tests/test_defaults.py::test_lookup_default_returns_hides_sentinel[None-anything-None]",
+   "tests/test_defaults.py::test_lookup_default_returns_hides_sentinel[default_map3-anything-None]",
+   "tests/test_defaults.py::test_lookup_default_override_respected"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3225__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3225__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f9ead2a283fc08c6e416ef2af890a8d85df6e46
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3225__s0.json
@@ -0,0 +1,30 @@
+{
+ "instance_id": "click_3225",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 38,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 393142,
+  "completion_tokens": 10555
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..0140caa\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,16 @@\n+import click\n+\n+class Foo:\n+    pass\n+\n+class Bar:\n+    pass\n+\n+@click.command()\n+@click.option(\"--foo\", \"ty\", flag_value=Foo, type=click.UNPROCESSED, default=True)\n+@click.option(\"--bar\", \"ty\", flag_value=Bar, type=click.UNPROCESSED)\n+def main(ty):\n+    click.echo(repr(ty))\n+\n+if __name__ == \"__main__\":\n+    main()\ndiff --git a/reproduce_issue_2.py b/reproduce_issue_2.py\nnew file mode 100644\nindex 0000000..525f174\n--- /dev/null\n+++ b/reproduce_issue_2.py\n@@ -0,0 +1,16 @@\n+import click\n+\n+class Foo:\n+    pass\n+\n+class Bar:\n+    pass\n+\n+@click.command()\n+@click.option(\"--foo\", \"ty\", flag_value=Foo, type=click.UNPROCESSED, default=Foo)\n+@click.option(\"--bar\", \"ty\", flag_value=Bar, type=click.UNPROCESSED)\n+def main(ty):\n+    click.echo(repr(ty))\n+\n+if __name__ == \"__main__\":\n+    main()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..56fa0b79eab1d94053829933c402cd20e9810976\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/core.py b/src/click/core.py\nindex 23d1dd5..291b7bb 100644\n--- a/src/click/core.py\n+++ b/src/click/core.py\n@@ -2287,7 +2287,8 @@ class Parameter:\n             value = self.default\n \n         if call and callable(value):\n-            value = value()\n+            if not (hasattr(self, \"flag_value\") and value is self.flag_value):\n+                value = value()\n \n         return value\n \ndiff --git a/test_callable_default.py b/test_callable_default.py\nnew file mode 100644\nindex 0000000..99bea32\n--- /dev/null\n+++ b/test_callable_default.py\n@@ -0,0 +1,13 @@\n+import click\n+\n+class Foo:\n+    def __call__(self):\n+        return \"called\"\n+\n+@click.command()\n+@click.option(\"--foo\", default=Foo)\n+def main(foo):\n+    click.echo(repr(foo))\n+\n+if __name__ == \"__main__\":\n+    main()\ndiff --git a/test_callable_instance_default.py b/test_callable_instance_default.py\nnew file mode 100644\nindex 0000000..7837f08\n--- /dev/null\n+++ b/test_callable_instance_default.py\n@@ -0,0 +1,15 @@\n+import click\n+\n+class Foo:\n+    def __call__(self):\n+        return \"called\"\n+\n+foo_instance = Foo()\n+\n+@click.command()\n+@click.option(\"--foo\", default=foo_instance)\n+def main(foo):\n+    click.echo(repr(foo))\n+\n+if __name__ == \"__main__\":\n+    main()\n",
+ "applied": true,
+ "f2p_passed": 5,
+ "f2p_total": 7,
+ "p2p_passed": 574,
+ "p2p_total": 577,
+ "f2p_failed": [
+  "tests.test_options::test_callable_flag_value_get_default_override[opt_params0-True-Class1]",
+  "tests.test_options::test_callable_flag_value_get_default_override[opt_params1-True-upper]"
+ ],
+ "p2p_failed": [
+  "tests.test_options::test_callable_flag_value_not_instantiated[opt_params4-args4-<test_options.Class1 object at 0x[0-9A-Fa-f]+>]",
+  "tests.test_options::test_custom_type_flag_value_dual_options[opt1_params11-opt2_params11-args11-'<test_options.Class1 object at 0x[0-9A-Fa-f]+>']",
+  "tests.test_options::test_custom_type_flag_value_dual_options[opt1_params13-opt2_params13-args13-<test_options.Class1 object at 0x[0-9A-Fa-f]+>]"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 653.2
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3225__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3225__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..415f5f62fb31251a8cf59a0d5c5444f4e3ede690
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3225__s0.official.json
@@ -0,0 +1,18 @@
+{
+ "instance_id": "click_3225",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "5 failed, 579 passed in 1.07s",
+  "failed": [
+   "tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params11-opt2_params11-args11-'<test_options.Class1",
+   "tests/test_options.py::test_custom_type_flag_value_dual_options[opt1_params13-opt2_params13-args13-<test_options.Class1",
+   "tests/test_options.py::test_callable_flag_value_not_instantiated[opt_params4-args4-<test_options.Class1",
+   "tests/test_options.py::test_callable_flag_value_get_default_override[opt_params0-True-Class1]",
+   "tests/test_options.py::test_callable_flag_value_get_default_override[opt_params1-True-upper]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3235__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3235__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..391409373269b29d7fdb3c2d2743aa7be7d54c5d
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3235__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_3235",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 18,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 145170,
+  "completion_tokens": 14531
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..cb8d943\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,28 @@\n+[\n+  \"tests/test_testing.py::test_args[--foo \\\"one two\\\"-one two\\\\n]\",\n+  \"tests/test_testing.py::test_args[-bar\\\\n]\",\n+  \"tests/test_testing.py::test_args[None-bar\\\\n]\",\n+  \"tests/test_testing.py::test_args[args1-bar\\\\n]\",\n+  \"tests/test_testing.py::test_args[args3-one two\\\\n]\",\n+  \"tests/test_testing.py::test_catch_exceptions\",\n+  \"tests/test_testing.py::test_catch_exceptions_cli_runner\",\n+  \"tests/test_testing.py::test_command_standalone_mode_returns_value\",\n+  \"tests/test_testing.py::test_echo_stdin_prompts\",\n+  \"tests/test_testing.py::test_echo_stdin_stream\",\n+  \"tests/test_testing.py::test_env\",\n+  \"tests/test_testing.py::test_exit_code_and_output_from_sys_exit\",\n+  \"tests/test_testing.py::test_file_stdin_attrs\",\n+  \"tests/test_testing.py::test_getchar\",\n+  \"tests/test_testing.py::test_isolated_runner\",\n+  \"tests/test_testing.py::test_isolated_runner_custom_tempdir\",\n+  \"tests/test_testing.py::test_isolation_flushes_unflushed_stderr\",\n+  \"tests/test_testing.py::test_isolation_stderr_errors\",\n+  \"tests/test_testing.py::test_prompts\",\n+  \"tests/test_testing.py::test_runner\",\n+  \"tests/test_testing.py::test_runner_with_stream\",\n+  \"tests/test_testing.py::test_setting_prog_name_in_extra\",\n+  \"tests/test_testing.py::test_stderr\",\n+  \"tests/test_testing.py::test_with_color\",\n+  \"tests/test_testing.py::test_with_color_but_pause_not_blocking\",\n+  \"tests/test_testing.py::test_with_color_errors\"\n+]\n\\ No newline at end of file\ndiff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..ddbab03\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,32 @@\n+\n+import click\n+from click.testing import CliRunner\n+import pdb\n+\n+@click.command()\n+def hello():\n+    print(\"Hello\")\n+    # import pdb; pdb.set_trace()\n+    # Since I am running this in a non-interactive environment, \n+    # I will simulate pdb.set_trace() by raising BdbQuit if I can't actually use pdb.\n+    # But let's try to actually use pdb first and see what happens.\n+    # Actually, I can't use pdb in this environment.\n+    # I'll just raise BdbQuit to see if it's caught or not.\n+    try:\n+        import bdb\n+        raise bdb.BdbQuit\n+    except ImportError:\n+        pass\n+\n+def test_pdb():\n+    runner = CliRunner()\n+    result = runner.invoke(hello)\n+    print(f\"Result: {result}\")\n+\n+if __name__ == \"__main__\":\n+    try:\n+        test_pdb()\n+    except Exception as e:\n+        print(f\"Caught exception: {type(e).__name__}: {e}\")\n+    except BaseException as e:\n+        print(f\"Caught base exception: {type(e).__name__}: {e}\")\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..4fd0428fffa6767d2a8ada777cf9e9f91f37a1cc\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/testing.py b/src/click/testing.py\nindex ebfd54d..d992ec1 100644\n--- a/src/click/testing.py\n+++ b/src/click/testing.py\n@@ -519,6 +519,12 @@ class CliRunner:\n             except Exception as e:\n                 if not catch_exceptions:\n                     raise\n+                try:\n+                    import bdb\n+                    if isinstance(e, bdb.BdbQuit):\n+                        raise\n+                except ImportError:\n+                    pass\n                 exception = e\n                 exit_code = 1\n                 exc_info = sys.exc_info()\ndiff --git a/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc b/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..7b84eb6cc62c104f7daffebb076edc0fe06b244c\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 28,
+ "p2p_total": 28,
+ "f2p_failed": [
+  "tests.test_testing::test_pdb_uses_real_streams"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 827.3
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3235__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3235__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..f401c060c2bfa6c311578ea25b563b41f1d99238
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3235__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "click_3235",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 28 passed in 0.15s",
+  "failed": [
+   "tests/test_testing.py::test_pdb_uses_real_streams"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3239__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3239__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..25be819957cff60a1e65f892a4ad87312b4dcb88
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3239__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_3239",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 17,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 84406,
+  "completion_tokens": 18123
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..71c43c0\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,10 @@\n+import click\n+\n+@click.command('foo')\n+@click.option('--without-xyz', 'enable_xyz',\n+              help=\"Disable xyz\", flag_value=False, default=True, show_default=True)\n+def foo(enable_xyz):\n+    print(f'enable_xyz = {enable_xyz}')\n+\n+if __name__ == '__main__':\n+    foo()\ndiff --git a/reproduce_issue_test.py b/reproduce_issue_test.py\nnew file mode 100644\nindex 0000000..33121c4\n--- /dev/null\n+++ b/reproduce_issue_test.py\n@@ -0,0 +1,46 @@\n+import click\n+from click.testing import CliRunner\n+\n+def test_negative_flag():\n+    @click.command('foo')\n+    @click.option('--without-xyz', 'enable_xyz',\n+                  help=\"Disable xyz\", flag_value=False, default=True, show_default=True)\n+    def foo(enable_xyz):\n+        print(f'enable_xyz = {enable_xyz}')\n+\n+    runner = CliRunner()\n+    # No flag passed\n+    result = runner.invoke(foo)\n+    assert result.output.strip() == 'enable_xyz = True'\n+    \n+    # Flag passed\n+    result = runner.invoke(foo, ['--without-xyz'])\n+    assert result.output.strip() == 'enable_xyz = False'\n+\n+def test_positive_flag_with_value():\n+    @click.command('foo')\n+    @click.option('--upper', 'transformation', flag_value='upper', default=True)\n+    def foo(transformation):\n+        print(f'transformation = {transformation}')\n+\n+    runner = CliRunner()\n+    # No flag passed\n+    result = runner.invoke(foo)\n+    assert result.output.strip() == 'transformation = upper'\n+    \n+    # Flag passed\n+    result = runner.invoke(foo, ['--upper'])\n+    assert result.output.strip() == 'transformation = upper'\n+\n+if __name__ == '__main__':\n+    try:\n+        test_negative_flag()\n+        print(\"test_negative_flag passed\")\n+        test_positive_flag_with_value()\n+        print(\"test_positive_flag_with_value passed\")\n+    except AssertionError as e:\n+        print(f\"Test failed: {e}\")\n+        exit(1)\n+    except Exception as e:\n+        print(f\"An error occurred: {e}\")\n+        exit(1)\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..66298cdb785727925bb26b3dce0fb8467f259a95\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/core.py b/src/click/core.py\nindex 6dc44f3..3064d3b 100644\n--- a/src/click/core.py\n+++ b/src/click/core.py\n@@ -2897,7 +2897,7 @@ class Option(Parameter):\n         # (instead of eagerly in __init__) prevents callable flag_values\n         # (like classes) from being instantiated by the callable check below.\n         # https://github.com/pallets/click/issues/3121\n-        if value is True and self.is_flag:\n+        if value is True and self.is_flag and self.flag_value is not False:\n             value = self.flag_value\n         elif call and callable(value):\n             value = value()\n",
+ "applied": true,
+ "f2p_passed": 4,
+ "f2p_total": 4,
+ "p2p_passed": 731,
+ "p2p_total": 732,
+ "f2p_failed": [],
+ "p2p_failed": [
+  "tests.test_options::test_flag_value_and_default[opt_params55-args55-False]"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1377.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3239__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3239__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..88437ba4ac1057dd569e11e2c70eefea8717dbcb
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3239__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "click_3239",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 735 passed, 23 skipped in 1.30s",
+  "failed": [
+   "tests/test_options.py::test_flag_value_and_default[opt_params55-args55-False]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3240__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3240__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ba006d1927c0c84a6111d648dbdd32fc8a8c0ac
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3240__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_3240",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 19,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 102954,
+  "completion_tokens": 15634
+ },
+ "patch": "diff --git a/repro_click_unset_regression.py b/repro_click_unset_regression.py\nnew file mode 100644\nindex 0000000..61b1134\n--- /dev/null\n+++ b/repro_click_unset_regression.py\n@@ -0,0 +1,51 @@\n+#!/usr/bin/env python\n+import importlib.metadata\n+import sys\n+import click\n+\n+class CustomClickContext(click.Context):\n+    def lookup_default(self, name: str, call: bool = False):\n+        if call:\n+            default = super().lookup_default(name, call=True)  # call: Literal[True]\n+        else:\n+            default = super().lookup_default(name, call=False)  # call: Literal[False]\n+\n+        # Original logic (kept to reproduce): treats any non-None (including sentinel) as a real default.\n+        if default is not None:\n+            return default\n+        prefix = name.split(\"_\", 1)[0]\n+        group = getattr(self, \"default_map\", {}).get(prefix)\n+        if group:\n+            return group.get(name)\n+        return default\n+\n+def describe(value):\n+    cls = value.__class__\n+    return {\n+        \"repr\": repr(value),\n+        \"type\": f\"{cls.__module__}.{cls.__qualname__}\",\n+        \"has_name_attr\": hasattr(value, \"name\"),\n+        \"name_attr\": getattr(value, \"name\", None),\n+    }\n+\n+def main():\n+    default_map = {\"app\": {\"email\": \"prefix-param-level@example.com\"}}\n+    cmd = click.Command(\"get-views\")\n+    ctx = CustomClickContext(cmd, info_name=None)\n+    ctx.default_map = default_map\n+\n+    val = ctx.lookup_default(\"email\", False)\n+    info = describe(val)\n+    print(f\"click version (importlib.metadata): {importlib.metadata.version('click')}\")\n+    print(\"lookup_default raw:\", info)\n+    # This assert fails under \u2265 8.3.0 because val is the internal Sentinel.UNSET object.\n+    assert val is None, (\n+        f\"Regression: got {info['repr']} ({info['type']}) instead of expected builtins.NoneType\"\n+    )\n+\n+if __name__ == \"__main__\":\n+    try:\n+        main()\n+    except AssertionError as e:\n+        print(\"AssertionError:\", e)\n+        sys.exit(1)\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..7a9abdb348822dd8b1b785e7276aaa09dee36d8d\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 33,
+ "p2p_total": 33,
+ "f2p_failed": [
+  "tests.test_defaults::test_unset_in_default_map"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1203.2
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3240__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3240__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a957990a2300a0b2883f8138dff3f6237c0eb67
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3240__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "click_3240",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 33 passed in 0.10s",
+  "failed": [
+   "tests/test_defaults.py::test_unset_in_default_map"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3244__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3244__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..54c098b2868809196a1d559169765e4dc5e62a54
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3244__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_3244",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 26,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 311102,
+  "completion_tokens": 14013
+ },
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0\nHcmV?d00001\n\ndiff --git a/src/click/testing.py b/src/click/testing.py\nindex fe079ba..6ec49e0 100644\n--- a/src/click/testing.py\n+++ b/src/click/testing.py\n@@ -108,6 +108,16 @@ class _NamedTextIOWrapper(io.TextIOWrapper):\n         self._name = name\n         self._mode = mode\n \n+    def fileno(self) -> int:\n+        try:\n+            if self._name == \"<stdout>\":\n+                return sys.__stdout__.fileno()\n+            if self._name == \"<stderr>\":\n+                return sys.__stderr__.fileno()\n+        except (AttributeError, io.UnsupportedOperation):\n+            pass\n+        raise io.UnsupportedOperation(\"fileno\")\n+\n     def close(self) -> None:\n         \"\"\"\n         The buffer this object contains belongs to some other object, so\ndiff --git a/sscce.py b/sscce.py\nnew file mode 100644\nindex 0000000..0988b4e\n--- /dev/null\n+++ b/sscce.py\n@@ -0,0 +1,13 @@\n+import subprocess\n+import sys\n+\n+import click\n+\n+\n+@click.command()\n+def main():\n+    subprocess.run([\"echo\", \"foo\"], stdout=sys.stderr)\n+\n+\n+if __name__ == \"__main__\":\n+    main()\ndiff --git a/test_faulthandler.py b/test_faulthandler.py\nnew file mode 100644\nindex 0000000..0aa0f28\n--- /dev/null\n+++ b/test_faulthandler.py\n@@ -0,0 +1,25 @@\n+import click\n+from click.testing import CliRunner\n+import faulthandler\n+import traceback\n+\n+@click.command()\n+@click.option('--flag', type=bool, default=True)\n+def main(flag):\n+    print(\"Executing main function...\")\n+    if flag:\n+      print(\"Registering faulthandler\")\n+      faulthandler.enable()\n+    print(\"Finished executing main function.\")\n+\n+if __name__ == '__main__':\n+    flag_value = True\n+    runner = CliRunner()\n+    try:\n+        result = runner.invoke(main, [\"--flag\", str(flag_value)])\n+        print(\"Exit code = %d; contents of stdout:\\n%s\" % (result.exit_code, result.stdout))\n+        if result.exception:\n+            print(\"Exception occurred:\")\n+            traceback.print_exception(result.exception)\n+    except Exception:\n+        traceback.print_exc()\ndiff --git a/test_sscce.py b/test_sscce.py\nnew file mode 100644\nindex 0000000..ea536e2\n--- /dev/null\n+++ b/test_sscce.py\n@@ -0,0 +1,7 @@\n+from click.testing import CliRunner\n+\n+import sscce\n+\n+\n+def test_main():\n+    CliRunner().invoke(sscce.main, [], catch_exceptions=False)\ndiff --git a/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc b/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..015ff4d41d663f02fd2c0d64e2ac0a8c57579c22\nGIT binary patch\nliteral 555\nzcmYLGO-sW-5S>lhG;QrgMA1X3)k{Gd)QS{E1aB?$V2+BR#%)=xNt{j4-oy$Xym%4(\nz3;r9u?nOa8cvJER+)Y1Rn4LFoW*#%UaiNd{d5TZ(Y#{xI3dScj0`ZXqk6?pMnt&wn\nzT0`er2^uL(mxdVw4VlrJnTCmG2@Z|@>9NqiFN3YysXDRK3$QVwG1ny(<6A|oXCktD\nzJ+>ct9z|hxBF_z(?^TFMbJq{3Oa8S$lUSD)&&ul&4ko#=@-kFN3ss2}$RNFlC=a<R\nzD~U}jJP)jH&2f9oJ#*IAYBgu|_;hnUs@JSbAJ2HucBvJr4$JkujzZO-FAPkEL-lTk\nzG_JrkeCB8Fw_Z}Sv5cUS7v^!qdLi?;nA#2c&Lo<5f_@^^=A5Ehu8Q;$Sx7~8LaAYg\nzTuwHta;J^L7(!7<My@KFd0kZBBr+X#6-G#tv7Q0*lEkdanA_+6Nz|h|sGdnJ&sXI2\nmqZ2~j0B&JW_=2S$12prlcvE~heI<*(8X<GB4q7=uiP|5Xiip+#\n\nliteral 0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 29,
+ "p2p_total": 29,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 1160.4
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3244__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3244__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4215fb80295cd05cf97db014f88a43ef53f9f22
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3244__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_3244",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "30 passed in 0.09s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3256__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3256__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..228c1aff0edc94e6bf6b750a6c21e055135d0db5
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3256__s0.json
@@ -0,0 +1,38 @@
+{
+ "instance_id": "click_3256",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 20,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 92343,
+  "completion_tokens": 15371
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..f040894\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,31 @@\n+import click\n+import re\n+\n+class PassRequirement(click.ParamType):\n+    \"\"\"Click check class for password\"\"\"\n+\n+    name = \"Password requirements\"\n+\n+    def convert(self, value, param, ctx):\n+        pw_req = \"Minimum eight characters, at least one letter and one number\"\n+        pw_strength = r\"^(?=.*[A-Za-z])(?=.*\\d)[A-Za-z\\d]{8,}$\"\n+\n+        if re.match(pw_strength, value):\n+            return value\n+\n+        self.fail(f\"Your password is week. Use {pw_req!r}\", param, ctx)\n+\n+    def fail(self, message=\"\", param=None, ctx=None):\n+        raise click.BadParameter(message, ctx, param)\n+\n+PASS_REQUIREMENT = PassRequirement()\n+\n+@click.command()\n+@click.option(\"-password\", help=\"Password\", prompt=True, confirmation_prompt=True, hide_input=True,\n+              type=PASS_REQUIREMENT)\n+def pw(password):\n+    print(f'PASSWORD: {password}')\n+\n+\n+if __name__ == '__main__':\n+    pw()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..cc2bb7addfd79d09345a4e72ee3272b74cc85860\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/test_leak.py b/test_leak.py\nnew file mode 100644\nindex 0000000..cc7024e\n--- /dev/null\n+++ b/test_leak.py\n@@ -0,0 +1,9 @@\n+import click\n+\n+@click.command()\n+@click.option(\"--password\", prompt=True, hide_input=True, type=click.INT)\n+def pw(password):\n+    print(f'PASSWORD: {password}')\n+\n+if __name__ == '__main__':\n+    pw()\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 14,
+ "p2p_passed": 187,
+ "p2p_total": 187,
+ "f2p_failed": [
+  "tests.test_termui::test_hide_input_error_message[apostrophe-in-value-uses-double-quote-repr]",
+  "tests.test_termui::test_hide_input_error_message[builtin-int-masks-repr-value]",
+  "tests.test_termui::test_hide_input_error_message[custom-no-value-shows-message]",
+  "tests.test_termui::test_hide_input_error_message[custom-raw-value-masked]",
+  "tests.test_termui::test_hide_input_error_message[intrange-numeric-substring-falls-back-to-generic]",
+  "tests.test_termui::test_hide_input_error_message[mixed-quoted-and-raw-both-masked-at-source]",
+  "tests.test_termui::test_hide_input_error_message[mixed-quoted-and-raw-mask-both]",
+  "tests.test_termui::test_hide_input_error_message[multi-occurrence-raw-mask-all]",
+  "tests.test_termui::test_hide_input_error_message[multi-occurrence-repr-mask-all]",
+  "tests.test_termui::test_hide_input_error_message[partial-word-match-falls-back-to-generic]",
+  "tests.test_termui::test_hide_input_error_message[raw-value-should-be-masked-not-fallback]",
+  "tests.test_termui::test_hide_input_error_message[regex-special-chars-must-be-escaped]",
+  "tests.test_termui::test_hide_input_error_message[unicode-value-masked]",
+  "tests.test_termui::test_hide_input_error_message[unquoted-custom-message-should-mask-not-fallback]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1229.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3256__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3256__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..1209e7487704d7203ac0399c4256e12c348dac9f
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3256__s0.official.json
@@ -0,0 +1,27 @@
+{
+ "instance_id": "click_3256",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "14 failed, 187 passed, 23 skipped in 0.62s",
+  "failed": [
+   "tests/test_termui.py::test_hide_input_error_message[builtin-int-masks-repr-value]",
+   "tests/test_termui.py::test_hide_input_error_message[custom-no-value-shows-message]",
+   "tests/test_termui.py::test_hide_input_error_message[custom-raw-value-masked]",
+   "tests/test_termui.py::test_hide_input_error_message[unquoted-custom-message-should-mask-not-fallback]",
+   "tests/test_termui.py::test_hide_input_error_message[mixed-quoted-and-raw-both-masked-at-source]",
+   "tests/test_termui.py::test_hide_input_error_message[intrange-numeric-substring-falls-back-to-generic]",
+   "tests/test_termui.py::test_hide_input_error_message[partial-word-match-falls-back-to-generic]",
+   "tests/test_termui.py::test_hide_input_error_message[raw-value-should-be-masked-not-fallback]",
+   "tests/test_termui.py::test_hide_input_error_message[multi-occurrence-raw-mask-all]",
+   "tests/test_termui.py::test_hide_input_error_message[multi-occurrence-repr-mask-all]",
+   "tests/test_termui.py::test_hide_input_error_message[regex-special-chars-must-be-escaped]",
+   "tests/test_termui.py::test_hide_input_error_message[unicode-value-masked]",
+   "tests/test_termui.py::test_hide_input_error_message[apostrophe-in-value-uses-double-quote-repr]",
+   "tests/test_termui.py::test_hide_input_error_message[mixed-quoted-and-raw-mask-both]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3299__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3299__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..18b9e6bb27df4499189bf7ea6a810a33c1d6c7d4
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3299__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_3299",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 23,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 106645,
+  "completion_tokens": 2908
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/lastfailed b/.pytest_cache/v/cache/lastfailed\nnew file mode 100644\nindex 0000000..58fb7ec\n--- /dev/null\n+++ b/.pytest_cache/v/cache/lastfailed\n@@ -0,0 +1,3 @@\n+{\n+  \"tests/test_basic.py\": true\n+}\n\\ No newline at end of file\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..49b473c\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,1321 @@\n+[\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs0-pass_argv0]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs1-pass_argv1]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs2-pass_argv2]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs3-pass_argv3]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs4-pass_argv4]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs5-pass_argv5]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[12-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[7.9-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[False-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[Sentinel.UNSET-Error: Missing argument 'A...'.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[True-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[Yo-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default10-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default11-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default12-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default13-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default14-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default15-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default16-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default17-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default18-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default19-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default20-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default21-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default22-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default6-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default8-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default9-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bytes_args\",\n+  \"tests/test_arguments.py::test_deprecated_required\",\n+  \"tests/test_arguments.py::test_deprecated_usage\",\n+  \"tests/test_arguments.py::test_deprecated_warning[True]\",\n+  \"tests/test_arguments.py::test_deprecated_warning[USE B INSTEAD]\",\n+  \"tests/test_arguments.py::test_duplicate_names_warning[args_one0-args_two0]\",\n+  \"tests/test_arguments.py::test_eat_options\",\n+  \"tests/test_arguments.py::test_empty_nargs\",\n+  \"tests/test_arguments.py::test_file_args\",\n+  \"tests/test_arguments.py::test_file_atomics\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params0-args0-expected0]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params1-args1-expected1]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params10-args10-expected10]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params11-args11-expected11]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params12-args12-expected12]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params2-args2-expected2]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params3-args3-expected3]\",\n+  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b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..9025669\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,53 @@\n+\n+import click\n+import sys\n+\n+class MockVersion:\n+    def __init__(self, major, minor, patch):\n+        self.version = f\"{major}.{minor}.{patch}\"\n+\n+    def __eq__(self, other):\n+        print(f\"DEBUG: Comparing MockVersion with {type(other)}: {other}\")\n+        if isinstance(other, str):\n+            if other == \"\":\n+                raise ValueError(\" is not valid SemVer string\")\n+            return self.version == other\n+        return False\n+\n+    def __str__(self):\n+        return self.version\n+\n+    def __repr__(self):\n+        return f\"MockVersion({self.version})\"\n+\n+class SemverType(click.ParamType):\n+    name = \"semver\"\n+\n+    def convert(self, value, param, ctx):\n+        if isinstance(value, MockVersion):\n+            return value\n+        try:\n+            # In real semver, Version.parse(value) would be here\n+            return MockVersion(*map(int, value.split('.')))\n+        except Exception as e:\n+            raise self.fail(str(e), param, ctx) from e\n+\n+@click.command()\n+@click.option(\n+    \"--version\",\n+    type=SemverType(),\n+    default=MockVersion(1, 0, 0),\n+    show_default=True,\n+)\n+def cli(version):\n+    print(version)\n+\n+if __name__ == \"__main__\":\n+    try:\n+        # Trigger help text generation\n+        cli.main(args=[\"--help\"], standalone_mode=False)\n+    except Exception as e:\n+        print(f\"Caught exception: {e}\")\n+        import traceback\n+        traceback.print_exc()\n+        sys.exit(1)\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..8fb83a39d503ec60c13f77d1aff72cd39ce8de6b\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 551,
+ "p2p_total": 551,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 550.1
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3299__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3299__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..3dd55c5020b20ec9fc37ff968499652798d11af6
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3299__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_3299",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "552 passed in 0.85s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3328__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3328__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfc303177d66fbf898a386e75d91633cfc470468
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3328__s0.json
@@ -0,0 +1,31 @@
+{
+ "instance_id": "click_3328",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 30,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 260189,
+  "completion_tokens": 12766
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..2224cdc\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,9 @@\n+import click\n+\n+@click.command()\n+@click.option(\"--name\", default=\"default\", show_default=\"show_default\", prompt=True)\n+def hello(name):\n+    click.echo(f\"Hello {name}!\")\n+\n+if __name__ == \"__main__\":\n+    hello()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..e6ae742efca4505e96552389a45777412b12352d\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/core.py b/src/click/core.py\nindex 7af83da..eaa06c8 100644\n--- a/src/click/core.py\n+++ b/src/click/core.py\n@@ -3186,7 +3186,7 @@ class Option(Parameter):\n         # If show_default is set to True/False, provide this to `prompt` as well. For\n         # non-bool values of `show_default`, we use `prompt`'s default behavior\n         prompt_kwargs: t.Any = {}\n-        if isinstance(self.show_default, bool):\n+        if isinstance(self.show_default, (bool, str)):\n             prompt_kwargs[\"show_default\"] = self.show_default\n \n         return prompt(\ndiff --git a/src/click/termui.py b/src/click/termui.py\nindex 2e98a07..cd5f7cb 100644\n--- a/src/click/termui.py\n+++ b/src/click/termui.py\n@@ -60,7 +60,7 @@ def hidden_prompt_func(prompt: str) -> str:\n def _build_prompt(\n     text: str,\n     suffix: str,\n-    show_default: bool = False,\n+    show_default: bool | str = False,\n     default: t.Any | None = None,\n     show_choices: bool = True,\n     type: ParamType | None = None,\n@@ -68,8 +68,11 @@ def _build_prompt(\n     prompt = text\n     if type is not None and show_choices and isinstance(type, Choice):\n         prompt += f\" ({', '.join(map(str, type.choices))})\"\n-    if default is not None and show_default:\n-        prompt = f\"{prompt} [{_format_default(default)}]\"\n+    if show_default:\n+        if isinstance(show_default, str):\n+            prompt = f\"{prompt} [{show_default}]\"\n+        elif default is not None:\n+            prompt = f\"{prompt} [{_format_default(default)}]\"\n     return f\"{prompt}{suffix}\"\n \n \ndiff --git a/test_confirm.py b/test_confirm.py\nnew file mode 100644\nindex 0000000..1fdfd01\n--- /dev/null\n+++ b/test_confirm.py\n@@ -0,0 +1,9 @@\n+import click\n+\n+@click.command()\n+@click.option(\"--confirm\", is_flag=True, prompt=True)\n+def hello(confirm):\n+    click.echo(f\"Confirm: {confirm}\")\n+\n+if __name__ == \"__main__\":\n+    hello()\ndiff --git a/test_default_false.py b/test_default_false.py\nnew file mode 100644\nindex 0000000..2e79282\n--- /dev/null\n+++ b/test_default_false.py\n@@ -0,0 +1,9 @@\n+import click\n+\n+@click.command()\n+@click.option(\"--name\", default=\"myname\", show_default=False, prompt=True)\n+def hello(name):\n+    click.echo(f\"Hello {name}!\")\n+\n+if __name__ == \"__main__\":\n+    hello()\ndiff --git a/test_default_true.py b/test_default_true.py\nnew file mode 100644\nindex 0000000..35ee84e\n--- /dev/null\n+++ b/test_default_true.py\n@@ -0,0 +1,9 @@\n+import click\n+\n+@click.command()\n+@click.option(\"--name\", default=\"myname\", show_default=True, prompt=True)\n+def hello(name):\n+    click.echo(f\"Hello {name}!\")\n+\n+if __name__ == \"__main__\":\n+    hello()\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 8,
+ "p2p_passed": 736,
+ "p2p_total": 736,
+ "f2p_failed": [
+  "tests.test_options::test_string_show_default_shows_custom_string_in_prompt",
+  "tests.test_termui::test_string_show_default_in_prompt[default-is-none]",
+  "tests.test_termui::test_string_show_default_in_prompt[default-is-unset]",
+  "tests.test_termui::test_string_show_default_in_prompt[numeric-default]",
+  "tests.test_termui::test_string_show_default_in_prompt[simple-string]",
+  "tests.test_termui::test_string_show_default_in_prompt[string-with-spaces]",
+  "tests.test_termui::test_string_show_default_in_prompt[unicode]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 870.0
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3328__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3328__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..375a4409114fddb50650367eaa294e962af5f5e6
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3328__s0.official.json
@@ -0,0 +1,20 @@
+{
+ "instance_id": "click_3328",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "7 failed, 737 passed, 23 skipped in 1.53s",
+  "failed": [
+   "tests/test_options.py::test_string_show_default_shows_custom_string_in_prompt",
+   "tests/test_termui.py::test_string_show_default_in_prompt[simple-string]",
+   "tests/test_termui.py::test_string_show_default_in_prompt[string-with-spaces]",
+   "tests/test_termui.py::test_string_show_default_in_prompt[unicode]",
+   "tests/test_termui.py::test_string_show_default_in_prompt[numeric-default]",
+   "tests/test_termui.py::test_string_show_default_in_prompt[default-is-none]",
+   "tests/test_termui.py::test_string_show_default_in_prompt[default-is-unset]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3363__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3363__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..f665cc5c567d2fe5d2b8842cd54ba0787854446c
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3363__s0.json
@@ -0,0 +1,40 @@
+{
+ "instance_id": "click_3363",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 37,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 451730,
+  "completion_tokens": 6952
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..f05f69e\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,17 @@\n+import click\n+\n+class Class1:\n+    pass\n+\n+class Class2:\n+    pass\n+\n+@click.command()\n+@click.option(\"--cls1\", \"config_cls\", flag_value=Class1, default=True)\n+@click.option(\"--cls2\", \"config_cls\", flag_value=Class2)\n+def test(config_cls):\n+    print(config_cls)\n+    print(type(config_cls))\n+\n+if __name__ == \"__main__\":\n+    test()\ndiff --git a/repro_default.py b/repro_default.py\nnew file mode 100644\nindex 0000000..f05f69e\n--- /dev/null\n+++ b/repro_default.py\n@@ -0,0 +1,17 @@\n+import click\n+\n+class Class1:\n+    pass\n+\n+class Class2:\n+    pass\n+\n+@click.command()\n+@click.option(\"--cls1\", \"config_cls\", flag_value=Class1, default=True)\n+@click.option(\"--cls2\", \"config_cls\", flag_value=Class2)\n+def test(config_cls):\n+    print(config_cls)\n+    print(type(config_cls))\n+\n+if __name__ == \"__main__\":\n+    test()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..0cfecf9b4d229f4f4ea5d602525067efebd401c4\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/types.py b/src/click/types.py\nindex 0984388..124c330 100644\n--- a/src/click/types.py\n+++ b/src/click/types.py\n@@ -1201,6 +1201,8 @@ def convert_type(ty: t.Any | None, default: t.Any | None = None) -> ParamType[t.\n     if ty is bool:\n         return BOOL\n \n+    if guessed_type and (ty is type or isinstance(ty, type)):\n+        return UNPROCESSED\n     if guessed_type:\n         return STRING\n \n",
+ "applied": true,
+ "f2p_passed": 11,
+ "f2p_total": 11,
+ "p2p_passed": 533,
+ "p2p_total": 549,
+ "f2p_failed": [],
+ "p2p_failed": [
+  "tests.test_options::test_good_defaults_for_multiple[True-1-default14-expected14]",
+  "tests.test_options::test_good_defaults_for_multiple[True-1-default15-expected15]",
+  "tests.test_options::test_good_defaults_for_multiple[True-1-default16-expected16]",
+  "tests.test_options::test_option_with_optional_value[args2-expect2]",
+  "tests.test_options::test_option_with_optional_value[args3-expect3]",
+  "tests.test_options::test_option_with_optional_value[args4-expect4]",
+  "tests.test_options::test_option_with_optional_value[args6-expect6]",
+  "tests.test_options::test_option_with_optional_value[args7-expect7]",
+  "tests.test_options::test_option_with_optional_value[args8-expect8]",
+  "tests.test_options::test_required_option[12-False-12_1]",
+  "tests.test_options::test_required_option[12.1-False-12.1]",
+  "tests.test_options::test_required_option[value10-False-set()]",
+  "tests.test_options::test_required_option[value11-False-frozenset()]",
+  "tests.test_options::test_required_option[value12-False-{}]",
+  "tests.test_options::test_required_option[value8-False-[]]",
+  "tests.test_options::test_required_option[value9-False-()]"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 563.1
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3363__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3363__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cf301560e788ca40a4c5b3b92642b367b317333
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3363__s0.official.json
@@ -0,0 +1,29 @@
+{
+ "instance_id": "click_3363",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "16 failed, 544 passed in 1.54s",
+  "failed": [
+   "tests/test_options.py::test_good_defaults_for_multiple[True-1-default14-expected14]",
+   "tests/test_options.py::test_good_defaults_for_multiple[True-1-default15-expected15]",
+   "tests/test_options.py::test_good_defaults_for_multiple[True-1-default16-expected16]",
+   "tests/test_options.py::test_required_option[12-False-12_1]",
+   "tests/test_options.py::test_required_option[12.1-False-12.1]",
+   "tests/test_options.py::test_required_option[value8-False-[]]",
+   "tests/test_options.py::test_required_option[value9-False-()]",
+   "tests/test_options.py::test_required_option[value10-False-set()]",
+   "tests/test_options.py::test_required_option[value11-False-frozenset()]",
+   "tests/test_options.py::test_required_option[value12-False-{}]",
+   "tests/test_options.py::test_option_with_optional_value[args2-expect2]",
+   "tests/test_options.py::test_option_with_optional_value[args3-expect3]",
+   "tests/test_options.py::test_option_with_optional_value[args4-expect4]",
+   "tests/test_options.py::test_option_with_optional_value[args6-expect6]",
+   "tests/test_options.py::test_option_with_optional_value[args7-expect7]",
+   "tests/test_options.py::test_option_with_optional_value[args8-expect8]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3364__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3364__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..832a1d7fa74b737b307c043ed6804ad5a440b2dd
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3364__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "click_3364",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 19,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 130935,
+  "completion_tokens": 18698
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..02bc868\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,39 @@\n+import click\n+\n+def load_settings(ctx, param, value):\n+    # breakpoint()\n+    if (value is not None):\n+        ctx.default_map['general_foo'] = value + 'foo'\n+        ctx.default_map['general_bar'] = value + 'bar'\n+\n+def sanitize_foo(ctx, param, val):\n+    click.echo('sanitizing foo')\n+    return val\n+\n+def sanitize_bar(ctx, param, val):\n+    click.echo('sanitizing bar')\n+    return val\n+\n+def print_help(ctx, param, value):\n+    if value:\n+        ctx.exit()\n+\n+@click.command()\n+@click.option('--general-foo', '--foo', default=None, nargs=2, callback=sanitize_foo)\n+@click.option('--general-bar', '--bar', default=None, callback=sanitize_bar)\n+@click.option('--settings', callback=load_settings, default=None, is_eager=True)\n+@click.pass_context\n+def hello(ctx, settings, general_bar, general_foo):\n+    click.echo(general_foo)\n+    click.echo(general_bar)\n+\n+@click.group()\n+@click.option('--settings', hidden=True)\n+@click.pass_context\n+def cli(ctx, settings):\n+    ctx.default_map['hello'] = { 'settings': settings }\n+\n+cli.add_command(hello)\n+\n+if __name__ == '__main__':\n+    cli(default_map={})\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..5dc46245e1d4b9294a84b990f253b3f35df94d49\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/core.py b/src/click/core.py\nindex 295d3a6..7e9b626 100644\n--- a/src/click/core.py\n+++ b/src/click/core.py\n@@ -2044,12 +2044,9 @@ class CommandCollection(Group):\n \n \n def _check_iter(value: t.Any) -> cabc.Iterator[t.Any]:\n-    \"\"\"Check if the value is iterable but not a string. Raises a type\n+    \"\"\"Check if the value is iterable. Raises a type\n     error, or return an iterator over the value.\n     \"\"\"\n-    if isinstance(value, str):\n-        raise TypeError\n-\n     return iter(value)\n \n \n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 37,
+ "p2p_total": 37,
+ "f2p_failed": [
+  "tests.test_defaults::test_default_map_nargs[default_map0-option_kwargs0-cli_args0-expected0]",
+  "tests.test_defaults::test_default_map_nargs[default_map1-option_kwargs1-cli_args1-expected1]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1252.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3364__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3364__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5fcedf2294872d802b71e31027cd172312a7030
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3364__s0.official.json
@@ -0,0 +1,15 @@
+{
+ "instance_id": "click_3364",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "2 failed, 37 passed in 0.11s",
+  "failed": [
+   "tests/test_defaults.py::test_default_map_nargs[default_map0-option_kwargs0-cli_args0-expected0]",
+   "tests/test_defaults.py::test_default_map_nargs[default_map1-option_kwargs1-cli_args1-expected1]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3391__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3391__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..707cc906352fa2d0e538bc0b9fae881a5322080b
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3391__s0.json
@@ -0,0 +1,36 @@
+{
+ "instance_id": "click_3391",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 15,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 127935,
+  "completion_tokens": 18331
+ },
+ "patch": "diff --git a/reproduce_inside.py b/reproduce_inside.py\nnew file mode 100644\nindex 0000000..7bd2049\n--- /dev/null\n+++ b/reproduce_inside.py\n@@ -0,0 +1,27 @@\n+import logging\n+import sys\n+import click\n+from click.testing import CliRunner\n+\n+def test_logging_inside_command():\n+    sample_log = \"Info log from the default logger.\"\n+\n+    @click.command()\n+    def cli():\n+        handler = logging.StreamHandler(sys.stdout)\n+        logger = logging.getLogger(\"test_logger_inside\")\n+        logger.addHandler(handler)\n+        logger.setLevel(logging.INFO)\n+        logger.info(sample_log)\n+\n+    runner = CliRunner()\n+    result = runner.invoke(cli)\n+    print(f\"Result output: {repr(result.output)}\")\n+    assert sample_log in result.output\n+\n+if __name__ == \"__main__\":\n+    try:\n+        test_logging_inside_command()\n+        print(\"test_logging_inside_command passed\")\n+    except AssertionError as e:\n+        print(f\"test_logging_inside_command failed: {e}\")\ndiff --git a/reproduce_logging.py b/reproduce_logging.py\nnew file mode 100644\nindex 0000000..c5bc0c0\n--- /dev/null\n+++ b/reproduce_logging.py\n@@ -0,0 +1,53 @@\n+import logging\n+import sys\n+import click\n+from click.testing import CliRunner\n+\n+def test_logging_capture_stdout():\n+    # Setup logger to write to stdout\n+    handler = logging.StreamHandler(sys.stdout)\n+    logger = logging.getLogger(\"test_logger\")\n+    logger.addHandler(handler)\n+    logger.setLevel(logging.INFO)\n+    sample_log = \"Info log from the default logger.\"\n+\n+    @click.command()\n+    def cli():\n+        logger.info(sample_log)\n+\n+    runner = CliRunner()\n+    result = runner.invoke(cli)\n+    print(f\"Result output: {repr(result.output)}\")\n+    assert result.exit_code == 0\n+    assert sample_log in result.output\n+\n+def test_logging_capture_stderr():\n+    # Setup logger to write to stderr\n+    handler = logging.StreamHandler(sys.stderr)\n+    logger = logging.getLogger(\"test_logger_stderr\")\n+    logger.addHandler(handler)\n+    logger.setLevel(logging.INFO)\n+    sample_log = \"Error log from the default logger.\"\n+\n+    @click.command()\n+    def cli():\n+        logger.info(sample_log)\n+\n+    runner = CliRunner()\n+    result = runner.invoke(cli)\n+    print(f\"Result stderr: {repr(result.stderr)}\")\n+    assert result.exit_code == 0\n+    assert sample_log in result.stderr\n+\n+if __name__ == \"__main__\":\n+    try:\n+        test_logging_capture_stdout()\n+        print(\"test_logging_capture_stdout passed\")\n+    except AssertionError as e:\n+        print(f\"test_logging_capture_stdout failed: {e}\")\n+\n+    try:\n+        test_logging_capture_stderr()\n+        print(\"test_logging_capture_stderr passed\")\n+    except AssertionError as e:\n+        print(f\"test_logging_capture_stderr failed: {e}\")\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 12,
+ "p2p_passed": 29,
+ "p2p_total": 29,
+ "f2p_failed": [
+  "tests.test_testing::test_capture_fd_faulthandler",
+  "tests.test_testing::test_capture_fd_logging_handler",
+  "tests.test_testing::test_capture_fd_nesting",
+  "tests.test_testing::test_capture_fd_os_write",
+  "tests.test_testing::test_capture_fd_stale_reference",
+  "tests.test_testing::test_capture_fd_stderr_separation",
+  "tests.test_testing::test_capture_invalid_mode",
+  "tests.test_testing::test_capture_pytest_matrix[capfd-fd]",
+  "tests.test_testing::test_capture_pytest_matrix[capfd-sys]",
+  "tests.test_testing::test_capture_pytest_matrix[capsys-fd]",
+  "tests.test_testing::test_capture_pytest_matrix[capsys-sys]",
+  "tests.test_testing::test_capture_sys_fileno_raises"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1240.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3391__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3391__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e7363aec0afe40351cfab9cf67710dabbce3383
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3391__s0.official.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "click_3391",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "12 failed, 29 passed, 1 skipped in 0.33s",
+  "failed": [
+   "tests/test_testing.py::test_capture_invalid_mode",
+   "tests/test_testing.py::test_capture_fd_os_write",
+   "tests/test_testing.py::test_capture_fd_stale_reference",
+   "tests/test_testing.py::test_capture_fd_logging_handler",
+   "tests/test_testing.py::test_capture_fd_faulthandler",
+   "tests/test_testing.py::test_capture_sys_fileno_raises",
+   "tests/test_testing.py::test_capture_fd_stderr_separation",
+   "tests/test_testing.py::test_capture_fd_nesting",
+   "tests/test_testing.py::test_capture_pytest_matrix[capsys-sys]",
+   "tests/test_testing.py::test_capture_pytest_matrix[capsys-fd]",
+   "tests/test_testing.py::test_capture_pytest_matrix[capfd-sys]",
+   "tests/test_testing.py::test_capture_pytest_matrix[capfd-fd]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3404__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3404__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..683409b1bef090b74543fac7cc93c999f73455a3
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3404__s0.json
@@ -0,0 +1,42 @@
+{
+ "instance_id": "click_3404",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 33,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 306503,
+  "completion_tokens": 19593
+ },
+ "patch": "diff --git a/repro_simple.py b/repro_simple.py\nnew file mode 100644\nindex 0000000..d38d325\n--- /dev/null\n+++ b/repro_simple.py\n@@ -0,0 +1,12 @@\n+import click\n+import sys\n+\n+@click.command(\"foo\")\n+@click.option(\"--without-xyz\", \"enable_xyz\", flag_value=False)\n+@click.option(\"--with-xyz\", \"enable_xyz\", flag_value=True, default=True)\n+def foo(enable_xyz):\n+    print(f\"enable_xyz = {enable_xyz}\")\n+\n+if __name__ == \"__main__\":\n+    # Simulate calling the command with no arguments\n+    foo.main(args=[], standalone_mode=False)\ndiff --git a/repro_swapped.py b/repro_swapped.py\nnew file mode 100644\nindex 0000000..62c8754\n--- /dev/null\n+++ b/repro_swapped.py\n@@ -0,0 +1,10 @@\n+import click\n+\n+@click.command(\"foo\")\n+@click.option(\"--with-xyz\", \"enable_xyz\", flag_value=True, default=True)\n+@click.option(\"--without-xyz\", \"enable_xyz\", flag_value=False)\n+def foo(enable_xyz):\n+    print(f\"enable_xyz = {enable_xyz}\")\n+\n+if __name__ == \"__main__\":\n+    foo.main(args=[], standalone_mode=False)\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..ef6be08\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,34 @@\n+import click\n+from click.testing import CliRunner\n+\n+@click.command(\"foo\")\n+@click.option(\"--without-xyz\", \"enable_xyz\", flag_value=False)\n+@click.option(\"--with-xyz\", \"enable_xyz\", flag_value=True, default=True)\n+def foo(enable_xyz):\n+    click.echo(f\"enable_xyz = {enable_xyz}\")\n+\n+def test_foo():\n+    runner = CliRunner()\n+    \n+    test_cases = [\n+        (\"--with-xyz\", \"enable_xyz = True\"),\n+        (\"--without-xyz\", \"enable_xyz = False\"),\n+        (\"--with-xyz --without-xyz\", \"enable_xyz = False\"),\n+        (\"--without-xyz --with-xyz\", \"enable_xyz = True\"),\n+        (\"\", \"enable_xyz = False\"), # Reported to be True in 8.3.x\n+    ]\n+\n+    for args, expected in test_cases:\n+        result = runner.invoke(foo, args.split())\n+        actual = result.output.strip()\n+        print(f\"Args: {args!r} -> Expected: {expected}, Actual: {actual}\")\n+        assert actual == expected, f\"Failed for args {args!r}: expected {expected}, got {actual}\"\n+\n+if __name__ == \"__main__\":\n+    try:\n+        test_foo()\n+        print(\"All tests passed!\")\n+    except AssertionError as e:\n+        print(f\"Assertion failed: {e}\")\n+    except Exception as e:\n+        print(f\"An error occurred: {e}\")\ndiff --git a/reproduce_issue_fixed.py b/reproduce_issue_fixed.py\nnew file mode 100644\nindex 0000000..6e5604e\n--- /dev/null\n+++ b/reproduce_issue_fixed.py\n@@ -0,0 +1,23 @@\n+import click\n+from click.testing import CliRunner\n+\n+def test_issue():\n+    @click.command(\"foo\")\n+    @click.option(\"--without-xyz\", \"enable_xyz\", flag_value=False)\n+    @click.option(\"--with-xyz\", \"enable_xyz\", flag_value=True, default=True)\n+    def foo(enable_xyz):\n+        click.echo(f\"enable_xyz = {enable_xyz}\")\n+\n+    runner = CliRunner()\n+    \n+    # Case: no arguments\n+    result = runner.invoke(foo, [])\n+    print(f\"Args: [] -> Actual: {result.output.strip()}\")\n+    assert result.output.strip() == \"enable_xyz = False\"\n+\n+if __name__ == \"__main__\":\n+    try:\n+        test_issue()\n+        print(\"Test passed!\")\n+    except AssertionError as e:\n+        print(f\"Test failed: {e}\")\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..2d0adf1b00b1c55d47166e226f0868e277e21a66\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/test_variants.py b/test_variants.py\nnew file mode 100644\nindex 0000000..dd70eab\n--- /dev/null\n+++ b/test_variants.py\n@@ -0,0 +1,64 @@\n+import click\n+from click.testing import CliRunner\n+\n+def test_variant(name, options_setup):\n+    @click.command(\"foo\")\n+    def foo_cmd(**kwargs):\n+        # This is a trick to get the arguments passed to the command\n+        # since we are dynamically creating the command.\n+        # But it's easier to just define the function inside.\n+        pass\n+\n+    # We need to apply the options to the command\n+    cmd = click.Command(\"foo\")\n+    for opt_args in options_setup:\n+        # This is not quite right. Let's use a helper function.\n+        pass\n+\n+def run_test(options_setup, args):\n+    # We create a command and apply options to it\n+    @click.command(\"foo\")\n+    def foo_impl(enable_xyz):\n+        click.echo(f\"enable_xyz = {enable_xyz}\")\n+\n+    for opt_params in options_setup:\n+        # We need to apply the option to the command.\n+        # Since @click.option is a decorator, we can just call it.\n+        # But it's easier to just define the function.\n+        pass\n+\n+# Let's just use a simple function and apply decorators manually.\n+def create_command(options_setup):\n+    def foo_impl(enable_xyz):\n+        click.echo(f\"enable_xyz = {enable_xyz}\")\n+    \n+    cmd = click.Command(\"foo\")\n+    # This is getting complicated. Let's just define the function normally.\n+    return None\n+\n+if __name__ == \"__main__\":\n+    runner = CliRunner()\n+\n+    # Case 1: Original issue\n+    @click.command(\"case1\")\n+    @click.option(\"--without-xyz\", \"enable_xyz\", flag_value=False)\n+    @click.option(\"--with-xyz\", \"enable_xyz\", flag_value=True, default=True)\n+    def case1(enable_xyz):\n+        click.echo(f\"enable_xyz = {enable_xyz}\")\n+\n+    print(\"Case 1 (Original):\")\n+    print(f\"Args '': {runner.invoke(case1, []).output.strip()}\")\n+    print(f\"Args '--with-xyz': {runner.invoke(case1, ['--with-xyz']).output.strip()}\")\n+    print(f\"Args '--without-xyz': {runner.invoke(case1, ['--without-xyz']).output.strip()}\")\n+\n+    # Case 2: Reversed order\n+    @click.command(\"case2\")\n+    @click.option(\"--with-xyz\", \"enable_xyz\", flag_value=True, default=True)\n+    @click.option(\"--without-xyz\", \"enable_xyz\", flag_value=False)\n+    def case2(enable_xyz):\n+        click.echo(f\"enable_xyz = {enable_xyz}\")\n+\n+    print(\"\\nCase 2 (Reversed):\")\n+    print(f\"Args '': {runner.invoke(case2, []).output.strip()}\")\n+    print(f\"Args '--with-xyz': {runner.invoke(case2, ['--with-xyz']).output.strip()}\")\n+    print(f\"Args '--without-xyz': {runner.invoke(case2, ['--without-xyz']).output.strip()}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 18,
+ "p2p_passed": 619,
+ "p2p_total": 619,
+ "f2p_failed": [
+  "tests.test_options::test_bool_flag_group_competition[3403-reproducer-no-args]",
+  "tests.test_options::test_bool_flag_group_competition[both-explicit-defaults-last-wins-swapped]",
+  "tests.test_options::test_bool_flag_group_competition[both-explicit-defaults-last-wins]",
+  "tests.test_options::test_bool_flag_group_competition[explicit-default-none-three-state]",
+  "tests.test_options::test_bool_flag_group_competition[explicit-default-true-on-negative]",
+  "tests.test_options::test_bool_flag_group_competition[three-flags-explicit-last]",
+  "tests.test_options::test_bool_flag_group_competition_with_envvar[1-args0-True]",
+  "tests.test_options::test_flag_group_competition_envvar_prefix_and_unset_default_map[unset-default-map-falls-through-to-explicit-default]",
+  "tests.test_options::test_flag_group_competition_four_flags[four-flags-two-explicit-last-wins]",
+  "tests.test_options::test_flag_group_competition_non_boolean[both-explicit-defaults-string-last-wins]",
+  "tests.test_options::test_flag_group_competition_non_boolean[default-true-vs-empty-string-last-wins-swapped]",
+  "tests.test_options::test_flag_group_competition_non_boolean[default-true-vs-empty-string-last-wins]",
+  "tests.test_options::test_flag_group_competition_non_boolean[mixed-bool-and-string-last-wins-swapped]",
+  "tests.test_options::test_flag_group_competition_non_boolean[mixed-bool-and-string-last-wins]",
+  "tests.test_options::test_flag_group_unset_vs_none_vs_explicit[None-Sentinel.UNSET-args5-None]",
+  "tests.test_options::test_flag_group_unset_vs_none_vs_explicit[None-True-args7-None]",
+  "tests.test_options::test_flag_group_unset_vs_none_vs_explicit[True-None-args8-True]",
+  "tests.test_options::test_flag_group_unset_vs_none_vs_explicit[True-Sentinel.UNSET-args2-True]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1344.1
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3404__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3404__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7c91b54af9eacff898d65ee63626065e5f66e07
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3404__s0.official.json
@@ -0,0 +1,32 @@
+{
+ "instance_id": "click_3404",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "19 failed, 618 passed in 2.10s",
+  "failed": [
+   "tests/test_options.py::test_bool_flag_group_competition[3403-reproducer-no-args]",
+   "tests/test_options.py::test_bool_flag_group_competition[explicit-default-true-on-negative]",
+   "tests/test_options.py::test_bool_flag_group_competition[both-explicit-defaults-last-wins]",
+   "tests/test_options.py::test_bool_flag_group_competition[both-explicit-defaults-last-wins-swapped]",
+   "tests/test_options.py::test_bool_flag_group_competition[three-flags-explicit-last]",
+   "tests/test_options.py::test_bool_flag_group_competition[explicit-default-none-three-state]",
+   "tests/test_options.py::test_bool_flag_group_competition_with_envvar[1-args0-True]",
+   "tests/test_options.py::test_flag_group_competition_non_boolean[both-explicit-defaults-string-last-wins]",
+   "tests/test_options.py::test_flag_group_competition_non_boolean[mixed-bool-and-string-last-wins]",
+   "tests/test_options.py::test_flag_group_competition_non_boolean[mixed-bool-and-string-last-wins-swapped]",
+   "tests/test_options.py::test_flag_group_competition_non_boolean[default-true-vs-empty-string-last-wins]",
+   "tests/test_options.py::test_flag_group_competition_non_boolean[default-true-vs-empty-string-last-wins-swapped]",
+   "tests/test_options.py::test_flag_group_unset_vs_none_vs_explicit[True-Sentinel.UNSET-args2-True]",
+   "tests/test_options.py::test_flag_group_unset_vs_none_vs_explicit[None-Sentinel.UNSET-args5-None]",
+   "tests/test_options.py::test_flag_group_unset_vs_none_vs_explicit[None-True-args7-None]",
+   "tests/test_options.py::test_flag_group_unset_vs_none_vs_explicit[True-None-args8-True]",
+   "tests/test_options.py::test_flag_group_competition_duplicate_option_name",
+   "tests/test_options.py::test_flag_group_competition_four_flags[four-flags-two-explicit-last-wins]",
+   "tests/test_options.py::test_flag_group_competition_envvar_prefix_and_unset_default_map[unset-default-map-falls-through-to-explicit-default]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3434__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3434__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..83d2538a3b052cd19a98906fa57bf2128e34b588
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3434__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_3434",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 13,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 65864,
+  "completion_tokens": 16127
+ },
+ "patch": "diff --git a/reproduce_bug.py b/reproduce_bug.py\nnew file mode 100644\nindex 0000000..4f229f2\n--- /dev/null\n+++ b/reproduce_bug.py\n@@ -0,0 +1,5 @@\n+import click\n+\n+f = click.HelpFormatter()\n+f.write_usage(\"program\")\n+print(f.getvalue())\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..2d7fba0e96fc93235430a51e33ab798038bf27bb\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/formatting.py b/src/click/formatting.py\nindex d9075ca..ac2146f 100644\n--- a/src/click/formatting.py\n+++ b/src/click/formatting.py\n@@ -164,6 +164,11 @@ class HelpFormatter:\n         usage_prefix = f\"{prefix:>{self.current_indent}}{prog} \"\n         text_width = self.width - self.current_indent\n \n+        if not args:\n+            self.write(usage_prefix.rstrip())\n+            self.write(\"\\n\")\n+            return\n+\n         if text_width >= (term_len(usage_prefix) + 20):\n             # The arguments will fit to the right of the prefix.\n             indent = \" \" * term_len(usage_prefix)\ndiff --git a/test_usage.py b/test_usage.py\nnew file mode 100644\nindex 0000000..3a86062\n--- /dev/null\n+++ b/test_usage.py\n@@ -0,0 +1,9 @@\n+import click\n+\n+f = click.HelpFormatter()\n+f.write_usage(\"program\", args=\"[ARGS]\")\n+print(f\"'{f.getvalue()}'\")\n+\n+f = click.HelpFormatter()\n+f.write_usage(\"program\")\n+print(f\"'{f.getvalue()}'\")\ndiff --git a/test_usage_all.py b/test_usage_all.py\nnew file mode 100644\nindex 0000000..46e3394\n--- /dev/null\n+++ b/test_usage_all.py\n@@ -0,0 +1,19 @@\n+import click\n+\n+f = click.HelpFormatter()\n+f.write_usage(\"program\")\n+print(f\"'{f.getvalue()}'\")\n+\n+f = click.HelpFormatter()\n+f.write_usage(\"program\", args=\"[ARGS]\")\n+print(f\"'{f.getvalue()}'\")\n+\n+f = click.HelpFormatter()\n+f.width = 10\n+f.write_usage(\"program\")\n+print(f\"'{f.getvalue()}'\")\n+\n+f = click.HelpFormatter()\n+f.width = 10\n+f.write_usage(\"program\", args=\"[ARGS]\")\n+print(f\"'{f.getvalue()}'\")\ndiff --git a/test_usage_narrow.py b/test_usage_narrow.py\nnew file mode 100644\nindex 0000000..4764c7b\n--- /dev/null\n+++ b/test_usage_narrow.py\n@@ -0,0 +1,6 @@\n+import click\n+\n+f = click.HelpFormatter()\n+f.width = 10\n+f.write_usage(\"program\")\n+print(f\"'{f.getvalue()}'\")\n",
+ "applied": true,
+ "f2p_passed": 7,
+ "f2p_total": 7,
+ "p2p_passed": 28,
+ "p2p_total": 28,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 1054.3
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3434__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3434__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa4c0f8f5b0eace88b897215c4a8a9e716ddbc01
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3434__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_3434",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "35 passed in 0.11s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3473__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3473__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0f44708ddc59cc422fb9106394601ea3d00f673
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3473__s0.json
@@ -0,0 +1,41 @@
+{
+ "instance_id": "click_3473",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 28,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 299398,
+  "completion_tokens": 18913
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..d38fd7a\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,12 @@\n+import click\n+\n+try:\n+    @click.command()\n+    @click.argument(\"arg\", help=\"help message\")\n+    def hello(arg):\n+        pass\n+    print(\"Success!\")\n+except TypeError as e:\n+    print(f\"Caught expected TypeError: {e}\")\n+except Exception as e:\n+    print(f\"Caught unexpected exception: {type(e).__name__}: {e}\")\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..483bc739ad510e763ba349d6dd9723e46988f94b\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 17,
+ "p2p_passed": 120,
+ "p2p_total": 120,
+ "f2p_failed": [
+  "tests.test_arguments::test_argument_help",
+  "tests.test_arguments::test_argument_help_optional_metavar",
+  "tests.test_arguments::test_deprecated_empty_help_no_leading_space[-True-(DEPRECATED)]",
+  "tests.test_arguments::test_deprecated_empty_help_no_leading_space[-USE B INSTEAD-(DEPRECATED: USE B INSTEAD)]",
+  "tests.test_arguments::test_deprecated_empty_help_no_leading_space[None-True-(DEPRECATED)]",
+  "tests.test_arguments::test_deprecated_empty_help_no_leading_space[None-USE B INSTEAD-(DEPRECATED: USE B INSTEAD)]",
+  "tests.test_arguments::test_deprecated_usage_help_record[True-(DEPRECATED)]",
+  "tests.test_arguments::test_deprecated_usage_help_record[use g instead-(DEPRECATED: use g instead)]",
+  "tests.test_arguments::test_deprecated_usage_help_record_without_help",
+  "tests.test_info_dict::test_argument_to_info_dict_help[None]",
+  "tests.test_info_dict::test_argument_to_info_dict_help[empty]",
+  "tests.test_info_dict::test_argument_to_info_dict_help[multi-line]",
+  "tests.test_info_dict::test_argument_to_info_dict_help[single-line]",
+  "tests.test_info_dict::test_argument_to_info_dict_nargs",
+  "tests.test_info_dict::test_command[Nested Group]",
+  "tests.test_info_dict::test_command_to_info_dict_multiple_arguments",
+  "tests.test_info_dict::test_parameter[Argument]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1883.4
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3473__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3473__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..878e9a70c0486914672e41dd2dc2925578ccefbc
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3473__s0.official.json
@@ -0,0 +1,30 @@
+{
+ "instance_id": "click_3473",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "17 failed, 120 passed in 1.01s",
+  "failed": [
+   "tests/test_arguments.py::test_argument_help",
+   "tests/test_arguments.py::test_argument_help_optional_metavar",
+   "tests/test_arguments.py::test_deprecated_usage_help_record[True-(DEPRECATED)]",
+   "tests/test_arguments.py::test_deprecated_usage_help_record[use",
+   "tests/test_arguments.py::test_deprecated_usage_help_record_without_help",
+   "tests/test_arguments.py::test_deprecated_empty_help_no_leading_space[-True-(DEPRECATED)]",
+   "tests/test_arguments.py::test_deprecated_empty_help_no_leading_space[-USE",
+   "tests/test_arguments.py::test_deprecated_empty_help_no_leading_space[None-True-(DEPRECATED)]",
+   "tests/test_arguments.py::test_deprecated_empty_help_no_leading_space[None-USE",
+   "tests/test_info_dict.py::test_parameter[Argument]",
+   "tests/test_info_dict.py::test_command[Nested",
+   "tests/test_info_dict.py::test_argument_to_info_dict_help[None]",
+   "tests/test_info_dict.py::test_argument_to_info_dict_help[empty]",
+   "tests/test_info_dict.py::test_argument_to_info_dict_help[single-line]",
+   "tests/test_info_dict.py::test_argument_to_info_dict_help[multi-line]",
+   "tests/test_info_dict.py::test_argument_to_info_dict_nargs",
+   "tests/test_info_dict.py::test_command_to_info_dict_multiple_arguments"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3581__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3581__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ddd2bc43e62a4768ac74d85306066a9fa2a707f
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3581__s0.json
@@ -0,0 +1,27 @@
+{
+ "instance_id": "click_3581",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 31,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 363233,
+  "completion_tokens": 20256
+ },
+ "patch": "diff --git a/reproduce_regression.py b/reproduce_regression.py\nnew file mode 100644\nindex 0000000..a9f0e40\n--- /dev/null\n+++ b/reproduce_regression.py\n@@ -0,0 +1,13 @@\n+import click\n+\n+class PluggableCommandLineOption(click.Option):\n+    pass\n+\n+@click.command()\n+@click.help_option(\"-h\", \"--help\", cls=PluggableCommandLineOption)\n+def scancode():\n+    \"\"\"Regression in pkg:pypi/click@8.1.8\"\"\"\n+    pass\n+\n+if __name__ == \"__main__\":\n+    scancode()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..0d9848373c67dc3652275ff04faf1046c0558b9f\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 3,
+ "p2p_passed": 93,
+ "p2p_total": 93,
+ "f2p_failed": [
+  "tests.test_basic::test_custom_version_option[args0]",
+  "tests.test_basic::test_custom_version_option[args1]",
+  "tests.test_basic::test_custom_version_option_receives_context"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1990.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3581__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3581__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fb7ebc3d020a142d57d447edc2e91a6ca1a506f
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3581__s0.official.json
@@ -0,0 +1,16 @@
+{
+ "instance_id": "click_3581",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "3 failed, 93 passed in 0.38s",
+  "failed": [
+   "tests/test_basic.py::test_custom_version_option[args0]",
+   "tests/test_basic.py::test_custom_version_option[args1]",
+   "tests/test_basic.py::test_custom_version_option_receives_context"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3637__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3637__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c38600ab38b786c7f1a477b8fa83f790a048daa
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3637__s0.json
@@ -0,0 +1,17 @@
+{
+ "instance_id": "click_3637",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 17,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 104818,
+  "completion_tokens": 14283
+ },
+ "patch": "",
+ "resolved": false,
+ "empty": true,
+ "status": "done",
+ "seconds": 1836.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3637__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3637__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e75bf2dcaa702c3a34948325faf256c1af118f4
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3637__s0.official.json
@@ -0,0 +1,9 @@
+{
+ "instance_id": "click_3637",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "reason": "empty patch"
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3642__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3642__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cbc60b33fc959ca95635ddeaf3ee61e18512f80
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3642__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_3642",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 31,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 183894,
+  "completion_tokens": 13704
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..1a8aa78\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,1708 @@\n+[\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs0-pass_argv0]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs1-pass_argv1]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs2-pass_argv2]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs3-pass_argv3]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs4-pass_argv4]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs5-pass_argv5]\",\n+  \"tests/test_arguments.py::test_argument_help\",\n+  \"tests/test_arguments.py::test_argument_help_optional_metavar\",\n+  \"tests/test_arguments.py::test_argument_help_options_only_no_arguments_section\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs0-FOO]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs1-FOO]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs2-[FOO]]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs3-[FOO]]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs4-[FOO]...]\",\n+  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\"tests/test_types.py::test_range[type10-0.51-0.51]\",\n+  \"tests/test_types.py::test_range[type11-1.49-1.49]\",\n+  \"tests/test_types.py::test_range[type12--0.0-0.5]\",\n+  \"tests/test_types.py::test_range[type13-inf-1.5]\",\n+  \"tests/test_types.py::test_range[type2-100-100]\",\n+  \"tests/test_types.py::test_range[type3-5-5]\",\n+  \"tests/test_types.py::test_range[type4--100--100]\",\n+  \"tests/test_types.py::test_range[type5--1-0]\",\n+  \"tests/test_types.py::test_range[type6-6-5]\",\n+  \"tests/test_types.py::test_range[type7-0-1]\",\n+  \"tests/test_types.py::test_range[type8-5-4]\",\n+  \"tests/test_types.py::test_range[type9-1.2-1.2]\",\n+  \"tests/test_types.py::test_range_fail[type0-6-6 is not in the range 0<=x<=5.]\",\n+  \"tests/test_types.py::test_range_fail[type1-4-4 is not in the range x>=5.]\",\n+  \"tests/test_types.py::test_range_fail[type2-6-6 is not in the range x<=5.]\",\n+  \"tests/test_types.py::test_range_fail[type3-0-0<x<=5]\",\n+  \"tests/test_types.py::test_range_fail[type4-5-0<=x<5]\",\n+  \"tests/test_types.py::test_range_fail[type5-0.5-x>0.5]\",\n+  \"tests/test_types.py::test_range_fail[type6-1.5-x<1.5]\",\n+  \"tests/test_utils.py::test_confirm_repeat\",\n+  \"tests/test_utils.py::test_detect_program_name[/foo/bar/example.py-None-example.py]\",\n+  \"tests/test_utils.py::test_detect_program_name[example--example]\",\n+  \"tests/test_utils.py::test_detect_program_name[example-None-example]\",\n+  \"tests/test_utils.py::test_detect_program_name[example.py-None-example.py]\",\n+  \"tests/test_utils.py::test_detect_program_name[example/__main__.py-example-python -m example]\",\n+  \"tests/test_utils.py::test_detect_program_name[example/cli.py-example-python -m example.cli]\",\n+  \"tests/test_utils.py::test_echo\",\n+  \"tests/test_utils.py::test_echo_color_flag\",\n+  \"tests/test_utils.py::test_echo_custom_file\",\n+  \"tests/test_utils.py::test_echo_no_streams\",\n+  \"tests/test_utils.py::test_echo_via_pager[test0- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test0- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test0- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test0-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test0-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test0-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test1- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test1- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test1- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test1-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test1-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test1-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test2- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test2- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test2- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test2-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test2-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test2-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test3- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test3- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test3- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test3-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test3-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test3-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test4- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test4- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test4- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test4-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test4-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test4-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test5- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test5- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test5- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test5-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test5-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test5-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test6- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test6- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test6- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test6-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test6-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test6-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test7- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test7- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test7- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test7-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test7-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test7-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test8-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9- cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9- less ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9- less]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9-cat ]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9-cat]\",\n+  \"tests/test_utils.py::test_echo_via_pager[test9-less]\",\n+  \"tests/test_utils.py::test_echo_via_pager_yields_before_exception\",\n+  \"tests/test_utils.py::test_echo_with_capsys\",\n+  \"tests/test_utils.py::test_echo_writing_to_standard_error\",\n+  \"tests/test_utils.py::test_expand_args\",\n+  \"tests/test_utils.py::test_filename_formatting\",\n+  \"tests/test_utils.py::test_full_prompt_passed_to_readline[confirm]\",\n+  \"tests/test_utils.py::test_full_prompt_passed_to_readline[prompt-custom-suffix]\",\n+  \"tests/test_utils.py::test_full_prompt_passed_to_readline[prompt-hidden]\",\n+  \"tests/test_utils.py::test_full_prompt_passed_to_readline[prompt]\",\n+  \"tests/test_utils.py::test_iter_keepopenfile\",\n+  \"tests/test_utils.py::test_iter_lazyfile\",\n+  \"tests/test_utils.py::test_make_default_short_help[-empty]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-equal length, no dot]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-ignore dot in word]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-length includes suffix]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-paragraph < max]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-sentence < max]\",\n+  \"tests/test_utils.py::test_make_default_short_help[-truncate]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-empty]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-equal length, no dot]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-ignore dot in word]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-length includes suffix]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-paragraph < max]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-sentence < max]\",\n+  \"tests/test_utils.py::test_make_default_short_help[no-wrap mark-truncate]\",\n+  \"tests/test_utils.py::test_open_file\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_existing_file[256]\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_existing_file[292]\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_existing_file[384]\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_existing_file[420]\",\n+  \"tests/test_utils.py::test_open_file_atomic_permissions_new_file\",\n+  \"tests/test_utils.py::test_open_file_ignore_errors_stdin\",\n+  \"tests/test_utils.py::test_open_file_ignore_invalid_utf8\",\n+  \"tests/test_utils.py::test_open_file_ignore_no_encoding\",\n+  \"tests/test_utils.py::test_open_file_pathlib_dash\",\n+  \"tests/test_utils.py::test_open_file_respects_ignore\",\n+  \"tests/test_utils.py::test_prompt_cast_default\",\n+  \"tests/test_utils.py::test_prompts\",\n+  \"tests/test_utils.py::test_prompts_abort\",\n+  \"tests/test_utils.py::test_prompts_eof\",\n+  \"tests/test_utils.py::test_styling[styles0-\\\\x1b[30mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles1-\\\\x1b[31mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles10-\\\\x1b[42mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles11-\\\\x1b[43mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles12-\\\\x1b[44mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles13-\\\\x1b[45mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles14-\\\\x1b[46mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles15-\\\\x1b[47mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles16-\\\\x1b[48;5;91mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles17-\\\\x1b[48;2;135;0;175mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles18-\\\\x1b[1mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles19-\\\\x1b[2mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles2-\\\\x1b[32mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles20-\\\\x1b[4mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles21-\\\\x1b[53mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles22-\\\\x1b[3mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles23-\\\\x1b[5mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles24-\\\\x1b[7mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles25-\\\\x1b[9mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles26-\\\\x1b[22mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles27-\\\\x1b[22mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles28-\\\\x1b[24mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles29-\\\\x1b[55mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles3-\\\\x1b[33mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles30-\\\\x1b[23mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles31-\\\\x1b[25mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles32-\\\\x1b[27mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles33-\\\\x1b[29mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles34-\\\\x1b[30mx y]\",\n+  \"tests/test_utils.py::test_styling[styles4-\\\\x1b[34mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles5-\\\\x1b[35mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles6-\\\\x1b[36mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles7-\\\\x1b[37mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles8-\\\\x1b[40mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_styling[styles9-\\\\x1b[41mx y\\\\x1b[0m]\",\n+  \"tests/test_utils.py::test_unset_sentinel\",\n+  \"tests/test_utils.py::test_unstyle_other_ansi[\\\\x1b[?25lx y\\\\x1b[?25h-x y]\"\n+]\n\\ No newline at end of file\ndiff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..40f353b\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,16 @@\n+from click.types import Path\n+import os\n+\n+def test_convert(value):\n+    try:\n+        res = Path(allow_dash=True, file_okay=True).convert(value, None, None)\n+        print(f\"Value: {value!r}, Result: {res!r}\")\n+    except Exception as e:\n+        print(f\"Value: {value!r}, Exception: {e}\")\n+\n+test_convert('')\n+test_convert(b'')\n+test_convert('-')\n+test_convert(b'-')\n+test_convert(os.path.join('a', 'b'))\n+test_convert(None)\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..56dc471e6cab92384aca773002fa0def6d082831\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/types.py b/src/click/types.py\nindex 1e9872e..8c45f7c 100644\n--- a/src/click/types.py\n+++ b/src/click/types.py\n@@ -1104,7 +1104,12 @@ class Path(ParamType[str | bytes | os.PathLike[str]]):\n     ) -> str | bytes | os.PathLike[str]:\n         rv = value\n \n-        is_dash = self.file_okay and self.allow_dash and rv in (b\"-\", \"-\")\n+        is_dash = False\n+        if self.file_okay and self.allow_dash:\n+            if isinstance(rv, bytes):\n+                is_dash = rv == b\"-\"\n+            elif isinstance(rv, str):\n+                is_dash = rv == \"-\"\n \n         if not is_dash:\n             if self.resolve_path:\ndiff --git a/test_dash.py b/test_dash.py\nnew file mode 100644\nindex 0000000..7bd1ec9\n--- /dev/null\n+++ b/test_dash.py\n@@ -0,0 +1,25 @@\n+import os\n+\n+def check_dash(rv):\n+    is_dash = False\n+    try:\n+        fs_rv = os.fspath(rv)\n+        is_dash = (fs_rv == b\"-\") if isinstance(fs_rv, bytes) else (fs_rv == \"-\")\n+    except TypeError:\n+        pass\n+    return is_dash\n+\n+print(f\"'-': {check_dash('-')}\")\n+print(f\"b'-': {check_dash(b'-')}\")\n+print(f\"'' : {check_dash('')}\")\n+print(f\"b'' : {check_dash(b'')}\")\n+print(f\"None: {check_dash(None)}\")\n+# PathLike\n+class PathLike:\n+    def __fspath__(self):\n+        return \"-\"\n+print(f\"PathLike('-'): {check_dash(PathLike())}\")\n+class PathLikeBytes:\n+    def __fspath__(self):\n+        return b\"-\"\n+print(f\"PathLike(b'-'): {check_dash(PathLikeBytes())}\")\ndiff --git a/test_dash_fixed.py b/test_dash_fixed.py\nnew file mode 100644\nindex 0000000..22195e3\n--- /dev/null\n+++ b/test_dash_fixed.py\n@@ -0,0 +1,31 @@\n+import os\n+\n+def check_dash(rv):\n+    # Try to avoid BytesWarning by checking type first\n+    if isinstance(rv, bytes):\n+        return rv == b\"-\"\n+    if isinstance(rv, str):\n+        return rv == \"-\"\n+    # For PathLike, we should probably convert it first\n+    try:\n+        fs_rv = os.fspath(rv)\n+        if isinstance(fs_rv, bytes):\n+            return fs_rv == b\"-\"\n+        if isinstance(fs_rv, str):\n+            return fs_rv == \"-\"\n+    except TypeError:\n+        pass\n+    return False\n+\n+print(f\"'-': {check_dash('-')}\")\n+print(f\"b'-': {check_dash(b'-')}\")\n+print(f\"'' : {check_dash('')}\")\n+print(f\"b'' : {check_dash(b'')}\")\n+class PathLike:\n+    def __fspath__(self):\n+        return \"-\"\n+print(f\"PathLike('-'): {check_dash(PathLike())}\")\n+class PathLikeBytes:\n+    def __fspath__(self):\n+        return b\"-\"\n+print(f\"PathLike(b'-'): {check_dash(PathLikeBytes())}\")\ndiff --git a/test_dash_orig.py b/test_dash_orig.py\nnew file mode 100644\nindex 0000000..c0d9a2a\n--- /dev/null\n+++ b/test_dash_orig.py\n@@ -0,0 +1,12 @@\n+import os\n+\n+def check_dash(rv):\n+    # This is what's currently happening: rv in (b\"-\", \"-\")\n+    # If rv is '-', it checks '-' == b'-' (BytesWarning) and then '-' == '-' (True)\n+    # If rv is b'-', it checks b'-' == b'-' (True)\n+    return rv in (b\"-\", \"-\")\n+\n+print(f\"'-': {check_dash('-')}\")\n+print(f\"b'-': {check_dash(b'-')}\")\n+print(f\"'' : {check_dash('')}\")\n+print(f\"b'' : {check_dash(b'')}\")\ndiff --git a/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc b/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..ec846083353581c0b7f53f41c813d95cf4c6f80b\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 42,
+ "p2p_total": 42,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 979.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3642__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3642__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..89bfdc772e5cfa1038887515b2eca0b2579339a6
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3642__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_3642",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "43 passed in 0.19s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3653__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3653__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..705df4621ae611a269ef6f11f821c2a6b11f408f
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3653__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "click_3653",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 40,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 489571,
+  "completion_tokens": 8357
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/lastfailed b/.pytest_cache/v/cache/lastfailed\nnew file mode 100644\nindex 0000000..084f749\n--- /dev/null\n+++ b/.pytest_cache/v/cache/lastfailed\n@@ -0,0 +1,4 @@\n+{\n+  \"test_repro.py::test_confirm_strips_ansi_with_color_false\": true,\n+  \"test_repro.py::test_prompt_strips_ansi_with_color_false\": true\n+}\n\\ No newline at end of file\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..7544459\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,5 @@\n+[\n+  \"test_repro.py::test_confirm_strips_ansi_with_color_false\",\n+  \"test_repro.py::test_echo_strips_ansi_with_color_false\",\n+  \"test_repro.py::test_prompt_strips_ansi_with_color_false\"\n+]\n\\ No newline at end of file\ndiff --git a/__pycache__/test_repro.cpython-313-pytest-9.1.1.pyc 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0\nHcmV?d00001\n\ndiff --git a/test_repro.py b/test_repro.py\nnew file mode 100644\nindex 0000000..ff72cae\n--- /dev/null\n+++ b/test_repro.py\n@@ -0,0 +1,35 @@\n+import click\n+from click.testing import CliRunner\n+\n+\n+@click.command()\n+def cmd():\n+    click.echo(click.style('Hello World!', fg='green'))\n+\n+\n+@click.command()\n+def cmd_confirm():\n+    click.confirm(click.style('Hello World!', fg='green'), abort=True)\n+\n+\n+@click.command()\n+def cmd_prompt():\n+    click.prompt(click.style('Hello World!', fg='green'))\n+\n+\n+def test_echo_strips_ansi_with_color_false():\n+    runner = CliRunner()\n+    result = runner.invoke(cmd, color=False)\n+    assert result.output == \"Hello World!\\n\"\n+\n+\n+def test_confirm_strips_ansi_with_color_false():\n+    runner = CliRunner()\n+    result = runner.invoke(cmd_confirm, input=\"Y\", color=False)\n+    assert result.output == \"Hello World! [y/N]: Y\\n\"  # FAILS: ANSI codes present\n+\n+\n+def test_prompt_strips_ansi_with_color_false():\n+    runner = CliRunner()\n+    result = runner.invoke(cmd_prompt, input=\"answer\", color=False)\n+    assert \"\\x1b[\" not in result.output\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 219,
+ "p2p_total": 219,
+ "f2p_failed": [
+  "tests.test_termui::test_prompt_and_confirm_ansi_respects_color[confirm-no-color]",
+  "tests.test_termui::test_prompt_and_confirm_ansi_respects_color[prompt-no-color]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 734.1
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3653__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3653__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3ea37162fcb12b25d29fc8150c95aae8e009daf
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3653__s0.official.json
@@ -0,0 +1,15 @@
+{
+ "instance_id": "click_3653",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "2 failed, 219 passed, 23 skipped in 0.70s",
+  "failed": [
+   "tests/test_termui.py::test_prompt_and_confirm_ansi_respects_color[confirm-no-color]",
+   "tests/test_termui.py::test_prompt_and_confirm_ansi_respects_color[prompt-no-color]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3678__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3678__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6f707b56e57f730a2a3ebc345ed1d8f3853cecc
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3678__s0.json
@@ -0,0 +1,34 @@
+{
+ "instance_id": "click_3678",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 40,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 447322,
+  "completion_tokens": 11526
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..6d188b7\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,41 @@\n+import click\n+from click.testing import CliRunner\n+\n+# This works \n+@click.command()\n+@click.argument('helps')\n+def this_works(helps):\n+    click.echo(helps)\n+\n+# This does not work\n+@click.command()\n+@click.argument('help')\n+def this_does_not_work(help):\n+    click.echo(help)\n+\n+# This does not work\n+@click.command()\n+@click.option('--help', default='this_2')\n+def this_does_not_work_also(help='this_2'):\n+    click.echo(help)\n+\n+if __name__ == '__main__':\n+    runner = CliRunner()\n+    \n+    print(\"\\n--- this_works ---\")\n+    result = runner.invoke(this_works, ['this'])\n+    print(f\"Args ['this']: {result.output}\")\n+    result = runner.invoke(this_works, ['--help'])\n+    print(f\"Args ['--help']: {result.output}\")\n+    \n+    print(\"\\n--- this_does_not_work ---\")\n+    result = runner.invoke(this_does_not_work, ['this'])\n+    print(f\"Args ['this']: {result.output}\")\n+    result = runner.invoke(this_does_not_work, ['--help'])\n+    print(f\"Args ['--help']: {result.output}\")\n+    \n+    print(\"\\n--- this_does_not_work_also ---\")\n+    result = runner.invoke(this_does_not_work_also, [])\n+    print(f\"Args []: {result.output}\")\n+    result = runner.invoke(this_does_not_work_also, ['--help'])\n+    print(f\"Args ['--help']: {result.output}\")\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..3d50ed31a7c4774a26ebb66f4a0c31cda738b021\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/core.py b/src/click/core.py\nindex 6de4216..faeec32 100644\n--- a/src/click/core.py\n+++ b/src/click/core.py\n@@ -1146,6 +1146,8 @@ class Command:\n         for param in self.params:\n             all_names.difference_update(param.opts)\n             all_names.difference_update(param.secondary_opts)\n+            if param.name == \"help\":\n+                return []\n         return list(all_names)\n \n     def get_help_option(self, ctx: Context) -> Option | None:\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 10,
+ "p2p_passed": 766,
+ "p2p_total": 766,
+ "f2p_failed": [
+  "tests.test_basic::test_param_named_help[argument]",
+  "tests.test_basic::test_param_named_help[custom-flags]",
+  "tests.test_basic::test_param_named_help[no-collision]",
+  "tests.test_basic::test_param_named_help[option]",
+  "tests.test_basic::test_param_squatting_help_option_name",
+  "tests.test_info_dict::test_command[Command]",
+  "tests.test_info_dict::test_command[Group]",
+  "tests.test_info_dict::test_command[Nested Group]",
+  "tests.test_info_dict::test_context",
+  "tests.test_options::test_argument_sharing_param_name_warning"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 987.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3678__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3678__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..f28a65830f8a492d4550309f7acde060356862d7
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3678__s0.official.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_3678",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "10 failed, 766 passed in 1.63s",
+  "failed": [
+   "tests/test_basic.py::test_param_named_help[no-collision]",
+   "tests/test_basic.py::test_param_named_help[argument]",
+   "tests/test_basic.py::test_param_named_help[option]",
+   "tests/test_basic.py::test_param_named_help[custom-flags]",
+   "tests/test_basic.py::test_param_squatting_help_option_name",
+   "tests/test_info_dict.py::test_command[Command]",
+   "tests/test_info_dict.py::test_command[Group]",
+   "tests/test_info_dict.py::test_command[Nested",
+   "tests/test_info_dict.py::test_context",
+   "tests/test_options.py::test_argument_sharing_param_name_warning"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3704__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3704__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4a95dd8132ec31346d59a09df08c28a5bdd9288
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3704__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "click_3704",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 25,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 276267,
+  "completion_tokens": 7430
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/lastfailed b/.pytest_cache/v/cache/lastfailed\nnew file mode 100644\nindex 0000000..9e26dfe\n--- /dev/null\n+++ b/.pytest_cache/v/cache/lastfailed\n@@ -0,0 +1 @@\n+{}\n\\ No newline at end of file\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..95a9122\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,1942 @@\n+[\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs0-pass_argv0]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs1-pass_argv1]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs2-pass_argv2]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs3-pass_argv3]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs4-pass_argv4]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs5-pass_argv5]\",\n+  \"tests/test_arguments.py::test_argument_help\",\n+  \"tests/test_arguments.py::test_argument_help_optional_metavar\",\n+  \"tests/test_arguments.py::test_argument_help_options_only_no_arguments_section\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs0-FOO]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs1-FOO]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs2-[FOO]]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs3-[FOO]]\",\n+  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bar-None]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[bar-random-None]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[bar-t-bar]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[bar-trUe-bar]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[bar-true-bar]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[bar-y-bar]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[bar-yes-bar]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[false--None]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[false-None-None]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[false-false-false]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[i/o-i/o-i/o]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[true--None]\",\n+  \"tests/test_options.py::test_envvar_string_flag_value[true-None-None]\",\n+  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\"tests/test_options.py::test_flag_duplicate_names\",\n+  \"tests/test_options.py::test_flag_group_competition_duplicate_option_name\",\n+  \"tests/test_options.py::test_flag_group_competition_envvar_prefix_and_unset_default_map[auto-envvar-prefix-beats-default]\",\n+  \"tests/test_options.py::test_flag_group_competition_envvar_prefix_and_unset_default_map[auto-envvar-prefix-loses-to-cmdline]\",\n+  \"tests/test_options.py::test_flag_group_competition_envvar_prefix_and_unset_default_map[real-default-map-beats-explicit-default]\",\n+  \"tests/test_options.py::test_flag_group_competition_envvar_prefix_and_unset_default_map[unset-default-map-falls-through-to-explicit-default]\",\n+  \"tests/test_options.py::test_flag_group_competition_four_flags[four-flags-cmdline-beats-everything]\",\n+  \"tests/test_options.py::test_flag_group_competition_four_flags[four-flags-no-defaults-resolves-to-none]\",\n+  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0\nHcmV?d00001\n\ndiff --git a/src/click/testing.py b/src/click/testing.py\nindex 19fae4a..137e08a 100644\n--- a/src/click/testing.py\n+++ b/src/click/testing.py\n@@ -9,6 +9,7 @@ import shlex\n import sys\n import tempfile\n import typing as t\n+import warnings\n from types import TracebackType\n \n from . import _compat\n@@ -753,7 +754,18 @@ class CliRunner:\n \n         .. versionchanged:: 8.0\n             Added the ``temp_dir`` parameter.\n+\n+        .. deprecated:: 8.1.0\n+            Use ``tempfile.TemporaryDirectory()`` or a ``pytest`` fixture\n+            instead.\n         \"\"\"\n+        warnings.warn(\n+            \"'isolated_filesystem()' is deprecated and will be removed in \"\n+            \"Click 9.0. 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+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 331,
+ "p2p_total": 333,
+ "f2p_failed": [],
+ "p2p_failed": [
+  "tests.test_testing::test_isolated_runner",
+  "tests.test_testing::test_isolated_runner_custom_tempdir"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 658.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3704__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3704__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..39e3dc8fb1d28ea36110194da3111f471e6544c8
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3704__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_3704",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "334 passed, 1 skipped in 0.71s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3739__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3739__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..373f282756715632b7b6e3aa85f87a9f02da1a12
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3739__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_3739",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 19,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 220600,
+  "completion_tokens": 10378
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..d53153d\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,1980 @@\n+[\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs0-pass_argv0]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs1-pass_argv1]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs2-pass_argv2]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs3-pass_argv3]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs4-pass_argv4]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs5-pass_argv5]\",\n+  \"tests/test_arguments.py::test_argument_help\",\n+  \"tests/test_arguments.py::test_argument_help_optional_metavar\",\n+  \"tests/test_arguments.py::test_argument_help_options_only_no_arguments_section\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs0-FOO]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs1-FOO]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs2-[FOO]]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs3-[FOO]]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs4-[FOO]...]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs5-FOO...]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs6-FOO...]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs7-[FOO]...]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[12-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[7.9-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[False-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[Sentinel.UNSET-Error: Missing argument 'A...'.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[True-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[Yo-Error: Invalid value for '[A]...': Value must be an iterable.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default10-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default11-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default12-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default13-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default14-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default15-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default16-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default17-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default18-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default19-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default20-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default21-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default22-Error: Invalid value for '[A]...': Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default6-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default8-Error: Invalid value for '[A]...': Takes 2 values but 0 were given.]\",\n+  \"tests/test_arguments.py::test_bad_defaults_for_nargs[default9-Error: Invalid value for '[A]...': Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_bytes_args\",\n+  \"tests/test_arguments.py::test_deprecated_empty_help_no_leading_space[-True-(DEPRECATED)]\",\n+  \"tests/test_arguments.py::test_deprecated_empty_help_no_leading_space[-USE B INSTEAD-(DEPRECATED: USE B INSTEAD)]\",\n+  \"tests/test_arguments.py::test_deprecated_empty_help_no_leading_space[None-True-(DEPRECATED)]\",\n+  \"tests/test_arguments.py::test_deprecated_empty_help_no_leading_space[None-USE B INSTEAD-(DEPRECATED: USE B INSTEAD)]\",\n+  \"tests/test_arguments.py::test_deprecated_required\",\n+  \"tests/test_arguments.py::test_deprecated_usage\",\n+  \"tests/test_arguments.py::test_deprecated_usage_help_record[True-(DEPRECATED)]\",\n+  \"tests/test_arguments.py::test_deprecated_usage_help_record[use g instead-(DEPRECATED: use g instead)]\",\n+  \"tests/test_arguments.py::test_deprecated_usage_help_record_without_help\",\n+  \"tests/test_arguments.py::test_deprecated_warning[True]\",\n+  \"tests/test_arguments.py::test_deprecated_warning[USE B INSTEAD]\",\n+  \"tests/test_arguments.py::test_duplicate_names_warning[args_one0-args_two0]\",\n+  \"tests/test_arguments.py::test_eat_options\",\n+  \"tests/test_arguments.py::test_empty_nargs\",\n+  \"tests/test_arguments.py::test_file_args\",\n+  \"tests/test_arguments.py::test_file_atomics\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params0-args0-expected0]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params1-args1-expected1]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params10-args10-expected10]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params11-args11-expected11]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params12-args12-expected12]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params2-args2-expected2]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params3-args3-expected3]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params4-args4-expected4]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params5-args5-expected5]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params6-args6-expected6]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params7-args7-expected7]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params8-args8-None]\",\n+  \"tests/test_arguments.py::test_good_defaults_for_nargs[argument_params9-args9-expected9]\",\n+  \"tests/test_arguments.py::test_implicit_non_required\",\n+  \"tests/test_arguments.py::test_missing_arg\",\n+  \"tests/test_arguments.py::test_multiple_not_allowed\",\n+  \"tests/test_arguments.py::test_multiple_param_decls_not_allowed\",\n+  \"tests/test_arguments.py::test_nargs_envvar[-1--expect5]\",\n+  \"tests/test_arguments.py::test_nargs_envvar[-1-a b c-expect4]\",\n+  \"tests/test_arguments.py::test_nargs_envvar[2--None]\",\n+  \"tests/test_arguments.py::test_nargs_envvar[2-a b c-Takes 2 values but 3 were given.]\",\n+  \"tests/test_arguments.py::test_nargs_envvar[2-a b-expect2]\",\n+  \"tests/test_arguments.py::test_nargs_envvar[2-a-Takes 2 values but 1 was given.]\",\n+  \"tests/test_arguments.py::test_nargs_envvar_only_if_values_empty\",\n+  \"tests/test_arguments.py::test_nargs_err\",\n+  \"tests/test_arguments.py::test_nargs_mismatch_with_tuple_type\",\n+  \"tests/test_arguments.py::test_nargs_specified_plus_star_ordering\",\n+  \"tests/test_arguments.py::test_nargs_star\",\n+  \"tests/test_arguments.py::test_nargs_star_ordering\",\n+  \"tests/test_arguments.py::test_nargs_tup\",\n+  \"tests/test_arguments.py::test_nargs_tup_composite[opts0]\",\n+  \"tests/test_arguments.py::test_nargs_tup_composite[opts1]\",\n+  \"tests/test_arguments.py::test_nargs_tup_composite[opts2]\",\n+  \"tests/test_arguments.py::test_nargs_tup_composite[opts3]\",\n+  \"tests/test_arguments.py::test_nested_subcommand_help\",\n+  \"tests/test_arguments.py::test_path_allow_dash\",\n+  \"tests/test_arguments.py::test_required_argument[  -False-  ]\",\n+  \"tests/test_arguments.py::test_required_argument[-False-]\",\n+  \"tests/test_arguments.py::test_required_argument[12-False-12_0]\",\n+  \"tests/test_arguments.py::test_required_argument[12-False-12_1]\",\n+  \"tests/test_arguments.py::test_required_argument[12.1-False-12.1]\",\n+  \"tests/test_arguments.py::test_required_argument[None-False-None]\",\n+  \"tests/test_arguments.py::test_required_argument[Sentinel.UNSET-True-None]\",\n+  \"tests/test_arguments.py::test_required_argument[foo-False-foo]\",\n+  \"tests/test_arguments.py::test_required_argument[value10-False-{}]\",\n+  \"tests/test_arguments.py::test_required_argument[value6-False-[]]\",\n+  \"tests/test_arguments.py::test_required_argument[value7-False-()]\",\n+  \"tests/test_arguments.py::test_required_argument[value8-False-set()]\",\n+  \"tests/test_arguments.py::test_required_argument[value9-False-frozenset()]\",\n+  \"tests/test_arguments.py::test_stdout_default\",\n+  \"tests/test_arguments.py::test_subcommand_help\",\n+  \"tests/test_arguments.py::test_when_argument_decorator_is_used_multiple_times_cls_is_preserved\",\n+  \"tests/test_basic.py::test_basic_functionality\",\n+  \"tests/test_basic.py::test_basic_group\",\n+  \"tests/test_basic.py::test_boolean_conversion[0-False]\",\n+  \"tests/test_basic.py::test_boolean_conversion[1-True]\",\n+  \"tests/test_basic.py::test_boolean_conversion[f-False]\",\n+  \"tests/test_basic.py::test_boolean_conversion[false-False]\",\n+  \"tests/test_basic.py::test_boolean_conversion[n-False]\",\n+  \"tests/test_basic.py::test_boolean_conversion[no-False]\",\n+  \"tests/test_basic.py::test_boolean_conversion[off-False]\",\n+  \"tests/test_basic.py::test_boolean_conversion[on-True]\",\n+  \"tests/test_basic.py::test_boolean_conversion[t-True]\",\n+  \"tests/test_basic.py::test_boolean_conversion[true-True]\",\n+  \"tests/test_basic.py::test_boolean_conversion[y-True]\",\n+  \"tests/test_basic.py::test_boolean_conversion[yes-True]\",\n+  \"tests/test_basic.py::test_boolean_flag[False-args2-True]\",\n+  \"tests/test_basic.py::test_boolean_flag[False-args3-False]\",\n+  \"tests/test_basic.py::test_boolean_flag[None-args4-True]\",\n+  \"tests/test_basic.py::test_boolean_flag[None-args5-None]\",\n+  \"tests/test_basic.py::test_boolean_flag[True-args0-True]\",\n+  \"tests/test_basic.py::test_boolean_flag[True-args1-True]\",\n+  \"tests/test_basic.py::test_boolean_switch[args0-True-True]\",\n+  \"tests/test_basic.py::test_boolean_switch[args1-False-True]\",\n+  \"tests/test_basic.py::test_boolean_switch[args10-None-None]\",\n+  \"tests/test_basic.py::test_boolean_switch[args11-Sentinel.UNSET-False]\",\n+  \"tests/test_basic.py::test_boolean_switch[args2-None-True]\",\n+  \"tests/test_basic.py::test_boolean_switch[args3-Sentinel.UNSET-True]\",\n+  \"tests/test_basic.py::test_boolean_switch[args4-True-False]\",\n+  \"tests/test_basic.py::test_boolean_switch[args5-False-False]\",\n+  \"tests/test_basic.py::test_boolean_switch[args6-None-False]\",\n+  \"tests/test_basic.py::test_boolean_switch[args7-Sentinel.UNSET-False]\",\n+  \"tests/test_basic.py::test_boolean_switch[args8-True-True]\",\n+  \"tests/test_basic.py::test_boolean_switch[args9-False-False]\",\n+  \"tests/test_basic.py::test_choice_argument\",\n+  \"tests/test_basic.py::test_choice_argument_custom_type\",\n+  \"tests/test_basic.py::test_choice_argument_enum\",\n+  \"tests/test_basic.py::test_choice_argument_none\",\n+  \"tests/test_basic.py::test_choice_argument_optional_metavar\",\n+  \"tests/test_basic.py::test_choice_option\",\n+  \"tests/test_basic.py::test_custom_version_option[args0]\",\n+  \"tests/test_basic.py::test_custom_version_option[args1]\",\n+  \"tests/test_basic.py::test_custom_version_option_receives_context\",\n+  \"tests/test_basic.py::test_datetime_argument_optional_metavar\",\n+  \"tests/test_basic.py::test_datetime_option_custom\",\n+  \"tests/test_basic.py::test_datetime_option_default\",\n+  \"tests/test_basic.py::test_evaluation_order\",\n+  \"tests/test_basic.py::test_file_lazy_mode\",\n+  \"tests/test_basic.py::test_file_option\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[ \\\\u1555( \\\\u141b )\\\\u1557 -args14- \\\\u1555( \\\\u141b )\\\\u1557 ]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[12.3-args20-12.3]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[42-args19-42]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[False-args18-False]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[False-args2-upper]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[False-args3-lower]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[None-args15-None]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[None-args4-upper]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[None-args5-lower]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[Sentinel.UNSET-args16-None]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[Sentinel.UNSET-args6-upper]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[Sentinel.UNSET-args7-lower]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[True-args0-upper]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[True-args1-lower]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[True-args17-upper]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[True-args8-lower]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[True-args9-upper]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[lOwEr-args13-lOwEr]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[lower-args11-lower]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[uPPer-args12-uPPer]\",\n+  \"tests/test_basic.py::test_flag_value_dual_options[upper-args10-upper]\",\n+  \"tests/test_basic.py::test_float_option[--f=23.5-F:[23.5]]\",\n+  \"tests/test_basic.py::test_float_option[--f=x-Error: Invalid value for '--f': 'x' is not a valid float.]\",\n+  \"tests/test_basic.py::test_float_option[args0-F:[42.0]]\",\n+  \"tests/test_basic.py::test_group_commands_dict\",\n+  \"tests/test_basic.py::test_group_from_list\",\n+  \"tests/test_basic.py::test_help_invalid_default\",\n+  \"tests/test_basic.py::test_hidden_command\",\n+  \"tests/test_basic.py::test_hidden_group\",\n+  \"tests/test_basic.py::test_hidden_option\",\n+  \"tests/test_basic.py::test_int_option[args0-I:[84]]\",\n+  \"tests/test_basic.py::test_int_option[args1-I:[46]]\",\n+  \"tests/test_basic.py::test_int_option[args2-Error: Invalid value for '--i': 'x' is not a valid integer.]\",\n+  \"tests/test_basic.py::test_option_reusing_help_flag\",\n+  \"tests/test_basic.py::test_param_named_help[argument]\",\n+  \"tests/test_basic.py::test_param_named_help[custom-flags]\",\n+  \"tests/test_basic.py::test_param_named_help[no-collision]\",\n+  \"tests/test_basic.py::test_param_named_help[option]\",\n+  \"tests/test_basic.py::test_param_squatting_help_option_name\",\n+  \"tests/test_basic.py::test_path_option\",\n+  \"tests/test_basic.py::test_repr\",\n+  \"tests/test_basic.py::test_required_option\",\n+  \"tests/test_basic.py::test_return_values\",\n+  \"tests/test_basic.py::test_string_option[args0-S:[no value]]\",\n+  \"tests/test_basic.py::test_string_option[args1-S:[42]]\",\n+  \"tests/test_basic.py::test_string_option[args2-Error: Option '--s' requires an argument.]\",\n+  \"tests/test_basic.py::test_string_option[args3-S:[]]\",\n+  \"tests/test_basic.py::test_string_option[args4-S:[\\\\u2603]]\",\n+  \"tests/test_basic.py::test_summary_line\",\n+  \"tests/test_basic.py::test_uuid_option[args0-U:[ba122011-349f-423b-873b-9d6a79c688ab]]\",\n+  \"tests/test_basic.py::test_uuid_option[args1-U:[821592c1-c50e-4971-9cd6-e89dc6832f86]]\",\n+  \"tests/test_basic.py::test_uuid_option[args2-Error: Invalid value for '--u': 'x' is not a valid UUID.]\",\n+  \"tests/test_basic.py::test_version_option_ambiguous_import_name_errors\",\n+  \"tests/test_basic.py::test_version_option_resolves_import_name_to_distribution\",\n+  \"tests/test_basic.py::test_version_option_unknown_package_errors\",\n+  \"tests/test_chain.py::test_args_and_chain\",\n+  \"tests/test_chain.py::test_basic_chaining\",\n+  \"tests/test_chain.py::test_chaining_help[args0-COMMAND1 [ARGS]... [COMMAND2 [ARGS]...]...]\",\n+  \"tests/test_chain.py::test_chaining_help[args1-ROOT HELP]\",\n+  \"tests/test_chain.py::test_chaining_help[args2-SDIST HELP]\",\n+  \"tests/test_chain.py::test_chaining_help[args3-BDIST HELP]\",\n+  \"tests/test_chain.py::test_chaining_help[args4-SDIST HELP]\",\n+  \"tests/test_chain.py::test_chaining_with_arguments\",\n+  \"tests/test_chain.py::test_chaining_with_options\",\n+  \"tests/test_chain.py::test_group_arg_behavior\",\n+  \"tests/test_chain.py::test_group_chaining\",\n+  \"tests/test_chain.py::test_no_command_result_callback[False-1]\",\n+  \"tests/test_chain.py::test_no_command_result_callback[True-[]]\",\n+  \"tests/test_chain.py::test_pipeline[args0-foo\\\\nbar-expect0]\",\n+  \"tests/test_chain.py::test_pipeline[args1-foo \\\\n bar-expect1]\",\n+  \"tests/test_chain.py::test_pipeline[args2-foo \\\\n bar-expect2]\",\n+  \"tests/test_command_decorators.py::test_command_no_parens\",\n+  \"tests/test_command_decorators.py::test_custom_command_no_parens\",\n+  \"tests/test_command_decorators.py::test_generate_name[init_data]\",\n+  \"tests/test_command_decorators.py::test_generate_name[init_data_cmd]\",\n+  \"tests/test_command_decorators.py::test_generate_name[init_data_command]\",\n+  \"tests/test_command_decorators.py::test_generate_name[init_data_group]\",\n+  \"tests/test_command_decorators.py::test_generate_name[init_data_grp]\",\n+  \"tests/test_command_decorators.py::test_group_no_parens\",\n+  \"tests/test_command_decorators.py::test_params_argument\",\n+  \"tests/test_commands.py::test_abort_exceptions_with_disabled_standalone_mode[EOFError]\",\n+  \"tests/test_commands.py::test_abort_exceptions_with_disabled_standalone_mode[KeyboardInterrupt]\",\n+  \"tests/test_commands.py::test_aliased_command_canonical_name\",\n+  \"tests/test_commands.py::test_auto_shorthelp\",\n+  \"tests/test_commands.py::test_command_no_args_is_help\",\n+  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0\nHcmV?d00001\n\ndiff --git a/src/click/_termui_impl.py b/src/click/_termui_impl.py\nindex 03961a8..63c49a9 100644\n--- a/src/click/_termui_impl.py\n+++ b/src/click/_termui_impl.py\n@@ -623,14 +623,18 @@ def _tempfilepager(\n     # On Windows, NamedTemporaryFile cannot be opened by another process\n     # while Python still has it open, so we use delete=False and clean up manually\n     # rather than using a contextmanager here.\n-    f = tempfile.NamedTemporaryFile(mode=\"wb\", delete=False)\n+    raw = tempfile.NamedTemporaryFile(mode=\"wb\", delete=False)\n+    filename = raw.name\n+    f = io.TextIOWrapper(raw, encoding=encoding)\n     try:\n-        yield t.cast(t.BinaryIO, f), encoding, color\n+        yield f, encoding, color\n         f.flush()\n         f.close()\n-        subprocess.call([str(cmd_path), f.name])\n+        subprocess.call([str(cmd_path), filename])\n     finally:\n-        os.unlink(f.name)\n+        if not f.closed:\n+            f.close()\n+        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+ "applied": true,
+ "f2p_passed": 5,
+ "f2p_total": 5,
+ "p2p_passed": 220,
+ "p2p_total": 220,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 807.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3739__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3739__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2adebe6be1b2feab30525b9cc483a939c603090
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3739__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_3739",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "225 passed, 23 skipped in 0.45s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3764__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3764__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e8470b798c80b03a3a716a25891442513b4a252
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3764__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "click_3764",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 23,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 179046,
+  "completion_tokens": 17077
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..8ec582f\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,12 @@\n+import click\n+from click import _termui_impl as ti\n+import os\n+\n+ti.isatty = lambda stream: True\n+ti.WIN = True\n+\n+try:\n+    click.echo_via_pager(f\"line {i}\\n\" for i in range(50))\n+except Exception as e:\n+    import traceback\n+    traceback.print_exc()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..574c013b4049b4d8a1e763dcf5f2f2f2d0021d10\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/click/_termui_impl.py b/src/click/_termui_impl.py\nindex bb6ced1..aee3da4 100644\n--- a/src/click/_termui_impl.py\n+++ b/src/click/_termui_impl.py\n@@ -631,14 +631,18 @@ def _tempfilepager(\n     # On Windows, NamedTemporaryFile cannot be opened by another process\n     # while Python still has it open, so we use delete=False and clean up manually\n     # rather than using a contextmanager here.\n-    f = tempfile.NamedTemporaryFile(mode=\"w\", delete=False)\n+    raw = tempfile.NamedTemporaryFile(mode=\"wb\", delete=False)\n+    filename = raw.name\n+    f = io.TextIOWrapper(raw, encoding=encoding)\n     try:\n-        yield t.cast(t.BinaryIO, f), encoding, color\n+        yield f, encoding, color\n         f.flush()\n         f.close()\n-        subprocess.call([str(cmd_path), f.name])\n+        subprocess.call([str(cmd_path), filename])\n     finally:\n-        os.unlink(f.name)\n+        if not f.closed:\n+            f.close()\n+        os.unlink(filename)\n \n \n @contextlib.contextmanager\ndiff --git a/test_win_unlink.py b/test_win_unlink.py\nnew file mode 100644\nindex 0000000..e76eaf5\n--- /dev/null\n+++ b/test_win_unlink.py\n@@ -0,0 +1,9 @@\n+import os, tempfile\n+f = tempfile.NamedTemporaryFile(mode=\"wb\", delete=False)\n+filename = f.name\n+try:\n+    os.unlink(filename)\n+except PermissionError as e:\n+    print(f\"Caught: {e}\")\n+finally:\n+    f.close()\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 237,
+ "p2p_total": 237,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 1343.4
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3764__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3764__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3e88e43497a3d6b87a5bf4ff66002b75f87f183
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3764__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "click_3764",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "238 passed, 23 skipped in 0.44s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3769__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3769__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..13e143ed5a6f4cde20212755dfb4a734dc7f9690
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3769__s0.json
@@ -0,0 +1,27 @@
+{
+ "instance_id": "click_3769",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 37,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 262735,
+  "completion_tokens": 9430
+ },
+ "patch": "diff --git a/output.txt b/output.txt\nnew file mode 100644\nindex 0000000..8b13789\n--- /dev/null\n+++ b/output.txt\n@@ -0,0 +1 @@\n+\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..d0839d3\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,23 @@\n+import io\n+import click\n+from click._termui_impl import ProgressBar\n+\n+def test_progressbar():\n+    output = io.StringIO()\n+    \n+    # We use the progressbar helper function\n+    with click.progressbar(\n+        range(20),\n+        show_pos=True,\n+        update_min_steps=7,\n+        file=output,\n+    ) as bar:\n+        # Monkeypatch _is_atty to True so it actually renders the bar\n+        bar._is_atty = True\n+        for i in bar:\n+            pass\n+            \n+    print(output.getvalue())\n+\n+if __name__ == \"__main__\":\n+    test_progressbar()\ndiff --git a/src/click/__pycache__/__init__.cpython-313.pyc b/src/click/__pycache__/__init__.cpython-313.pyc\nnew 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0\nHcmV?d00001\n\ndiff --git a/src/click/_termui_impl.py b/src/click/_termui_impl.py\nindex d4912ee..5426ba4 100644\n--- a/src/click/_termui_impl.py\n+++ b/src/click/_termui_impl.py\n@@ -348,6 +348,8 @@ class ProgressBar(t.Generic[V]):\n             self._completed_intervals = 0\n \n     def finish(self) -> None:\n+        if self._completed_intervals > 0:\n+            self.make_step(self._completed_intervals)\n         self.eta_known = False\n         self.current_item = None\n         self.finished = True\n",
+ "applied": true,
+ "f2p_passed": 3,
+ "f2p_total": 6,
+ "p2p_passed": 231,
+ "p2p_total": 231,
+ "f2p_failed": [
+  "tests.test_termui::test_progressbar_lands_on_final_position[update-25]",
+  "tests.test_termui::test_progressbar_lands_on_final_position[update-3]",
+  "tests.test_termui::test_progressbar_lands_on_final_position[update-7]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 664.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3769__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3769__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..f324d33faedf9446048dadd9797e42c9c768c3c5
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3769__s0.official.json
@@ -0,0 +1,16 @@
+{
+ "instance_id": "click_3769",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "3 failed, 234 passed, 23 skipped in 0.54s",
+  "failed": [
+   "tests/test_termui.py::test_progressbar_lands_on_final_position[update-3]",
+   "tests/test_termui.py::test_progressbar_lands_on_final_position[update-7]",
+   "tests/test_termui.py::test_progressbar_lands_on_final_position[update-25]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3777__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3777__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..13ee4191056847a4e9d11c193297bd5a07034d53
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3777__s0.json
@@ -0,0 +1,30 @@
+{
+ "instance_id": "click_3777",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 18,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 165188,
+  "completion_tokens": 8292
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..8f11ae5\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,1998 @@\n+[\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs0-pass_argv0]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs1-pass_argv1]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs2-pass_argv2]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs3-pass_argv3]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs4-pass_argv4]\",\n+  \"tests/test_arguments.py::test_argument_custom_class_can_override_type_cast_value_and_never_sees_unset[argument_kwargs5-pass_argv5]\",\n+  \"tests/test_arguments.py::test_argument_help\",\n+  \"tests/test_arguments.py::test_argument_help_optional_metavar\",\n+  \"tests/test_arguments.py::test_argument_help_options_only_no_arguments_section\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs0-FOO]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs1-FOO]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs2-[FOO]]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs3-[FOO]]\",\n+  \"tests/test_arguments.py::test_argument_metavar_marks_optional[kwargs4-[FOO]...]\",\n+  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0\nHcmV?d00001\n\ndiff --git a/src/click/_termui_impl.py b/src/click/_termui_impl.py\nindex d1fd74e..0fe545e 100644\n--- a/src/click/_termui_impl.py\n+++ b/src/click/_termui_impl.py\n@@ -535,14 +535,19 @@ def _pipepager(\n     env = dict(os.environ)\n \n     # If we're piping to less and the user hasn't decided on colors, we enable\n-    # them by default we find the -R flag in the command line arguments.\n+    # them by default if we find the -R flag in the command line arguments.\n     if color is None and cmd_path.name == \"less\":\n-        less_flags = f\"{os.environ.get('LESS', '')}{' '.join(cmd_params)}\"\n-        if not less_flags:\n+        less_env = os.environ.get(\"LESS\", \"\")\n+        tokens = shlex.split(less_env) + cmd_params\n+        if not tokens:\n             env[\"LESS\"] = \"-R\"\n             color = True\n-        elif \"r\" in less_flags or \"R\" in less_flags:\n-            color = True\n+        else:\n+            for tok in tokens:\n+                if tok.startswith(\"-\") and not tok.startswith(\"--\") and len(tok) > 1:\n+                    if \"r\" in tok[1:] or \"R\" in tok[1:]:\n+                        color = True\n+                        break\n \n     c = subprocess.Popen(\n         [str(cmd_path)] + cmd_params,\ndiff --git a/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc b/tests/__pycache__/conftest.cpython-313-pytest-9.1.1.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..fc63e62eb97e841192530c02576d69a0cca01e4d\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 5,
+ "f2p_total": 8,
+ "p2p_passed": 247,
+ "p2p_total": 249,
+ "f2p_failed": [
+  "tests.test_termui::test_pipepager_less_detection_case_insensitive_on_windows",
+  "tests.test_termui::test_pipepager_less_detection_matches_stem[less.exe]",
+  "tests.test_termui::test_tempfile_pager_passes_pager_params"
+ ],
+ "p2p_failed": [
+  "tests.test_termui::test_pipepager_less_raw_mode_detection[long option]",
+  "tests.test_termui::test_pipepager_less_raw_mode_detection[unparsable LESS]"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 496.3
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/click_3777__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3777__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..44e1f221c5d2cb1e2b33507206b1c95011f82e9b
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/click_3777__s0.official.json
@@ -0,0 +1,18 @@
+{
+ "instance_id": "click_3777",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "5 failed, 252 passed, 23 skipped in 0.74s",
+  "failed": [
+   "tests/test_termui.py::test_pipepager_less_detection_matches_stem[less.exe]",
+   "tests/test_termui.py::test_pipepager_less_detection_case_insensitive_on_windows",
+   "tests/test_termui.py::test_pipepager_less_raw_mode_detection[long",
+   "tests/test_termui.py::test_pipepager_less_raw_mode_detection[unparsable",
+   "tests/test_termui.py::test_tempfile_pager_passes_pager_params"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_254__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_254__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ffcffc79282283823bef7dc1222a751a0364d99
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_254__s0.json
@@ -0,0 +1,59 @@
+{
+ "instance_id": "humanize_254",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 16,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 118379,
+  "completion_tokens": 24380
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..e8a4418\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,33 @@\n+import datetime as dt\n+import humanize\n+\n+def test_days_precision():\n+    print(\"Testing days precision:\")\n+    # Case 1: 31 days\n+    res1 = humanize.precisedelta(dt.timedelta(days=31), minimum_unit=\"days\", format=\"%d\")\n+    print(f\"31 days: {res1!r} (Expected: '1 month')\")\n+    \n+    # Case 2: 92 days\n+    res2 = humanize.precisedelta(dt.timedelta(days=92), minimum_unit=\"days\", format=\"%d\")\n+    print(f\"92 days: {res2!r} (Expected: '3 months')\")\n+    \n+    # Case 3: 32 days\n+    res3 = humanize.precisedelta(dt.timedelta(days=32), minimum_unit=\"days\", format=\"%d\")\n+    print(f\"32 days: {res3!r} (Expected: '1 month and 1 day')\")\n+\n+def test_minutes_pluralization():\n+    print(\"\\nTesting minutes pluralization:\")\n+    seconds = 3633\n+    delta = dt.timedelta(seconds=seconds)\n+    res = humanize.precisedelta(delta, minimum_unit='minutes', format=\"%0.0f\")\n+    print(f\"3633 seconds: {res!r} (Expected: '1 hour and 1 minute')\")\n+\n+def test_rounding():\n+    print(\"\\nTesting rounding:\")\n+    res = humanize.precisedelta(32399, minimum_unit='minutes', format='%0.0f')\n+    print(f\"32399 seconds: {res!r} (Expected: '9 hours')\")\n+\n+if __name__ == \"__main__\":\n+    test_days_precision()\n+    test_minutes_pluralization()\n+    test_rounding()\ndiff --git a/src/humanize/__pycache__/__init__.cpython-313.pyc b/src/humanize/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..0f8e368446e791383b8a36c3c736a0edc09e29a9\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/humanize/_version.py b/src/humanize/_version.py\nnew file mode 100644\nindex 0000000..4a3bfa7\n--- /dev/null\n+++ b/src/humanize/_version.py\n@@ -0,0 +1,24 @@\n+# file generated by vcs-versioning\n+# don't change, don't track in version control\n+from __future__ import annotations\n+\n+__all__ = [\n+    \"__version__\",\n+    \"__version_tuple__\",\n+    \"version\",\n+    \"version_tuple\",\n+    \"__commit_id__\",\n+    \"commit_id\",\n+]\n+\n+version: str\n+__version__: str\n+__version_tuple__: tuple[int | str, ...]\n+version_tuple: tuple[int | str, ...]\n+commit_id: str | None\n+__commit_id__: str | None\n+\n+__version__ = version = '0.1.dev1'\n+__version_tuple__ = version_tuple = (0, 1, 'dev1')\n+\n+__commit_id__ = commit_id = None\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 35,
+ "p2p_passed": 320,
+ "p2p_total": 320,
+ "f2p_failed": [
+  "tests.test_time::test_precisedelta_custom_format[0.01-seconds-%0.3f-0.010 seconds]",
+  "tests.test_time::test_precisedelta_custom_format[31-minutes-%0.0f-1 minute]",
+  "tests.test_time::test_precisedelta_custom_format[32399-minutes-%0.0f-9 hours]",
+  "tests.test_time::test_precisedelta_custom_format[3630.99-minutes-%.0f-1 hour]",
+  "tests.test_time::test_precisedelta_custom_format[3631-minutes-%.0f-1 hour and 1 minute]",
+  "tests.test_time::test_precisedelta_custom_format[86398.663-seconds-%.1f-23 hours, 59 minutes and 58.7 seconds]",
+  "tests.test_time::test_precisedelta_custom_format[86399.999-seconds-%.4f-23 hours, 59 minutes and 59.9990 seconds]",
+  "tests.test_time::test_precisedelta_custom_format[89.99-minutes-%.0f-1 minute]",
+  "tests.test_time::test_precisedelta_custom_format[89.99-minutes-%d-1 minute]",
+  "tests.test_time::test_precisedelta_custom_format[90-minutes-%d-1 minute]",
+  "tests.test_time::test_precisedelta_custom_format[91500-hours-%0.0f-1 day and 1 hour]",
+  "tests.test_time::test_precisedelta_custom_format[val10-days-%d-1 month and 1 day]",
+  "tests.test_time::test_precisedelta_custom_format[val11-days-%.0f-1 month and 1 day]",
+  "tests.test_time::test_precisedelta_custom_format[val13-days-%d-3 months]",
+  "tests.test_time::test_precisedelta_custom_format[val2-milliseconds-%0.2f-2 milliseconds]",
+  "tests.test_time::test_precisedelta_custom_format[val29-minutes-%0.0f-1 month]",
+  "tests.test_time::test_precisedelta_custom_format[val34-milliseconds-%0.0f-1 second]",
+  "tests.test_time::test_precisedelta_custom_format[val35-seconds-%0.0f-1 minute]",
+  "tests.test_time::test_precisedelta_custom_format[val36-minutes-%0.0f-1 hour]",
+  "tests.test_time::test_precisedelta_custom_format[val37-months-%0.0f-1 year]",
+  "tests.test_time::test_precisedelta_custom_format[val8-days-%d-1 month]",
+  "tests.test_time::test_precisedelta_custom_format[val9-days-%.0f-1 month]",
+  "tests.test_time::test_precisedelta_multiple_units[val10-seconds-1 month and 1 day]",
+  "tests.test_time::test_precisedelta_multiple_units[val12-seconds-3 months]",
+  "tests.test_time::test_precisedelta_multiple_units[val13-days-1 month]",
+  "tests.test_time::test_precisedelta_multiple_units[val14-days-1 month and 1 day]",
+  "tests.test_time::test_precisedelta_multiple_units[val16-days-3 months]",
+  "tests.test_time::test_precisedelta_multiple_units[val9-seconds-1 month]",
+  "tests.test_time::test_rounding_by_fmt[%.0f-1.01-1.0]",
+  "tests.test_time::test_rounding_by_fmt[%.0f-1.5-2.0]",
+  "tests.test_time::test_rounding_by_fmt[%.2f-1.011-1.01]",
+  "tests.test_time::test_rounding_by_fmt[%10.0f-1.01-1.0]",
+  "tests.test_time::test_rounding_by_fmt[%d-1.999999999999999-1]",
+  "tests.test_time::test_rounding_by_fmt[%d-2.0-2]",
+  "tests.test_time::test_rounding_by_fmt[%i-1.01-1]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1354.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_254__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_254__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..a72a96842d6a3f82e83cab259111ced139d06204
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_254__s0.official.json
@@ -0,0 +1,9 @@
+{
+ "instance_id": "humanize_254",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "error": "agent patch did not apply: error: src/humanize/_version.py: already exists in working directory\n"
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_272__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_272__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b173abe024860072c2af64b4bd3896da793d702
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_272__s0.json
@@ -0,0 +1,59 @@
+{
+ "instance_id": "humanize_272",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 15,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 60502,
+  "completion_tokens": 22672
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..104e331\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,3 @@\n+import humanize\n+print(f\"10800: {humanize.naturaldelta(10800)}\")\n+print(f\"10799: {humanize.naturaldelta(10799)}\")\ndiff --git a/src/humanize/__pycache__/__init__.cpython-313.pyc b/src/humanize/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..2dbbf89f4c5fcc5c8b0da8d9319a74483f525829\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/humanize/_version.py b/src/humanize/_version.py\nnew file mode 100644\nindex 0000000..4a3bfa7\n--- /dev/null\n+++ b/src/humanize/_version.py\n@@ -0,0 +1,24 @@\n+# file generated by vcs-versioning\n+# don't change, don't track in version control\n+from __future__ import annotations\n+\n+__all__ = [\n+    \"__version__\",\n+    \"__version_tuple__\",\n+    \"version\",\n+    \"version_tuple\",\n+    \"__commit_id__\",\n+    \"commit_id\",\n+]\n+\n+version: str\n+__version__: str\n+__version_tuple__: tuple[int | str, ...]\n+version_tuple: tuple[int | str, ...]\n+commit_id: str | None\n+__commit_id__: str | None\n+\n+__version__ = version = '0.1.dev1'\n+__version_tuple__ = version_tuple = (0, 1, 'dev1')\n+\n+__commit_id__ = commit_id = None\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 35,
+ "p2p_passed": 347,
+ "p2p_total": 347,
+ "f2p_failed": [
+  "tests.test_time::test_naturaldelta[test_input10-an hour]",
+  "tests.test_time::test_naturaldelta[test_input12-2 hours]",
+  "tests.test_time::test_naturaldelta[test_input14-4 hours]",
+  "tests.test_time::test_naturaldelta[test_input15-a day]",
+  "tests.test_time::test_naturaldelta[test_input21-a year]",
+  "tests.test_time::test_naturaldelta[test_input22-2 years]",
+  "tests.test_time::test_naturaldelta[test_input6-2 minutes]",
+  "tests.test_time::test_naturaldelta[test_input7-2 minutes]",
+  "tests.test_time::test_naturaltime[23.5-24 seconds ago]",
+  "tests.test_time::test_naturaltime[23.9-24 seconds ago]",
+  "tests.test_time::test_naturaltime[test_input16-2 minutes from now]",
+  "tests.test_time::test_naturaltime[test_input19-2 hours from now]",
+  "tests.test_time::test_naturaltime[test_input21-a day from now]",
+  "tests.test_time::test_naturaltime[test_input4-2 minutes ago]",
+  "tests.test_time::test_naturaltime[test_input7-2 hours ago]",
+  "tests.test_time::test_naturaltime[test_input9-a day ago]",
+  "tests.test_time::test_naturaltime_nomonths[23.5-24 seconds ago]",
+  "tests.test_time::test_naturaltime_nomonths[test_input17-2 minutes from now]",
+  "tests.test_time::test_naturaltime_nomonths[test_input20-2 hours from now]",
+  "tests.test_time::test_naturaltime_nomonths[test_input22-a day from now]",
+  "tests.test_time::test_naturaltime_nomonths[test_input4-2 minutes ago]",
+  "tests.test_time::test_naturaltime_nomonths[test_input7-2 hours ago]",
+  "tests.test_time::test_naturaltime_nomonths[test_input8-a day ago]",
+  "tests.test_time::test_naturaltime_timezone[test_input16-2 minutes from now]",
+  "tests.test_time::test_naturaltime_timezone[test_input19-2 hours from now]",
+  "tests.test_time::test_naturaltime_timezone[test_input21-a day from now]",
+  "tests.test_time::test_naturaltime_timezone[test_input4-2 minutes ago]",
+  "tests.test_time::test_naturaltime_timezone[test_input7-2 hours ago]",
+  "tests.test_time::test_naturaltime_timezone[test_input9-a day ago]",
+  "tests.test_time::test_naturaltime_timezone_when[test_input16-2 minutes from now]",
+  "tests.test_time::test_naturaltime_timezone_when[test_input19-2 hours from now]",
+  "tests.test_time::test_naturaltime_timezone_when[test_input21-a day from now]",
+  "tests.test_time::test_naturaltime_timezone_when[test_input4-2 minutes ago]",
+  "tests.test_time::test_naturaltime_timezone_when[test_input7-2 hours ago]",
+  "tests.test_time::test_naturaltime_timezone_when[test_input9-a day ago]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1253.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_272__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_272__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..78466b709a2adf7ff761e7d0ea32063f3e40a37f
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_272__s0.official.json
@@ -0,0 +1,9 @@
+{
+ "instance_id": "humanize_272",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "error": "agent patch did not apply: error: src/humanize/_version.py: already exists in working directory\n"
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_273__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_273__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b334dadc12bcc78217eb8a7d16f2e3db63bd34e
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_273__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "humanize_273",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 23,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 177177,
+  "completion_tokens": 21945
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..62b029a\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,8 @@\n+\n+import humanize\n+try:\n+    _t = humanize.i18n.activate(\"de_DE\")\n+    print(f\"1000000: {humanize.intword(1000000)}\")\n+    print(f\"1000001: {humanize.intword(1000001)}\")\n+except Exception as e:\n+    print(f\"Error: {e}\")\ndiff --git a/src/humanize/__pycache__/__init__.cpython-313.pyc b/src/humanize/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..65cba0aecf9a675ffe56901dcbddbd676dc5bd5f\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/humanize/_version.py b/src/humanize/_version.py\nnew file mode 100644\nindex 0000000..4a3bfa7\n--- /dev/null\n+++ b/src/humanize/_version.py\n@@ -0,0 +1,24 @@\n+# file generated by vcs-versioning\n+# don't change, don't track in version control\n+from __future__ import annotations\n+\n+__all__ = [\n+    \"__version__\",\n+    \"__version_tuple__\",\n+    \"version\",\n+    \"version_tuple\",\n+    \"__commit_id__\",\n+    \"commit_id\",\n+]\n+\n+version: str\n+__version__: str\n+__version_tuple__: tuple[int | str, ...]\n+version_tuple: tuple[int | str, ...]\n+commit_id: str | None\n+__commit_id__: str | None\n+\n+__version__ = version = '0.1.dev1'\n+__version_tuple__ = version_tuple = (0, 1, 'dev1')\n+\n+__commit_id__ = commit_id = None\ndiff --git a/test_logic.py b/test_logic.py\nnew file mode 100644\nindex 0000000..8701f31\n--- /dev/null\n+++ b/test_logic.py\n@@ -0,0 +1,35 @@\n+\n+import math\n+\n+def mock_ngettext(singular, plural, num):\n+    return f\"{singular} (num={num})\" if num == 1 else f\"{plural} (num={num})\"\n+\n+def intword_mock(value, format=\"%.1f\"):\n+    # Simplified version of intword for testing\n+    powers = [10**3, 10**6, 10**9]\n+    human_powers = [(\"thousand\", \"thousands\"), (\"million\", \"millions\"), (\"billion\", \"billions\")]\n+    \n+    # We are testing the million case\n+    # value = 1000000 or 1000001\n+    # ordinal_ = 2, power = 10**9\n+    # chopped = value / 10**6\n+    \n+    chopped = value / 1000000.0\n+    singular, plural = human_powers[1]\n+    \n+    # Current logic\n+    res_current = \" \".join([format, mock_ngettext(singular, plural, math.ceil(chopped))])\n+    \n+    # Proposed logic: use the rounded value\n+    rounded_val = float(format % chopped)\n+    # If rounded_val is 1.0, use singular, otherwise plural\n+    # But _ngettext takes an int.\n+    # If rounded_val == 1.0, we can pass 1, else 2.\n+    num_for_ngettext = 1 if rounded_val == 1.0 else 2\n+    res_proposed = \" \".join([format, mock_ngettext(singular, plural, num_for_ngettext)])\n+    \n+    return format % chopped, res_current, res_proposed\n+\n+print(f\"Value 1000000: {intword_mock(1000000)}\")\n+print(f\"Value 1000001: {intword_mock(1000001)}\")\n+print(f\"Value 1200000: {intword_mock(1200000)}\")\ndiff --git a/test_ngettext.py b/test_ngettext.py\nnew file mode 100644\nindex 0000000..e32183c\n--- /dev/null\n+++ b/test_ngettext.py\n@@ -0,0 +1,24 @@\n+\n+import gettext\n+import locale\n+\n+# Try to set locale to something that has different plural rules if possible, \n+# but for now just test if ngettext accepts float\n+try:\n+    # This might fail if the locale is not installed\n+    locale.setlocale(locale.LC_ALL, 'de_DE.UTF-8')\n+except:\n+    pass\n+\n+# Create a dummy translation object\n+class MockTranslations(gettext.NullTranslations):\n+    def ngettext(self, singular, plural, n):\n+        return f\"{singular} (n={n})\" if n == 1 else f\"{plural} (n={n})\"\n+\n+translations = MockTranslations()\n+\n+print(f\"n=1: {translations.ngettext('singular', 'plural', 1)}\")\n+print(f\"n=1.0: {translations.ngettext('singular', 'plural', 1.0)}\")\n+print(f\"n=1.1: {translations.ngettext('singular', 'plural', 1.1)}\")\n+print(f\"n=2: {translations.ngettext('singular', 'plural', 2)}\")\n+print(f\"n=2.0: {translations.ngettext('singular', 'plural', 2.0)}\")\ndiff --git a/test_ngettext_behavior.py b/test_ngettext_behavior.py\nnew file mode 100644\nindex 0000000..1c45a59\n--- /dev/null\n+++ b/test_ngettext_behavior.py\n@@ -0,0 +1,20 @@\n+\n+import humanize.number\n+import gettext\n+\n+class MockTranslations(gettext.NullTranslations):\n+    def ngettext(self, singular, plural, n):\n+        return f\"{singular}({n})\" if n == 1 else f\"{plural}({n})\"\n+\n+translations = MockTranslations()\n+humanize.number._ngettext = translations.ngettext\n+\n+# Mock human_powers to have different singular and plural\n+humanize.number.human_powers = (\n+    (\"thousand\", \"thousands\"),\n+    (\"million\", \"millions\"),\n+    (\"billion\", \"billions\"),\n+)\n+\n+print(f\"1000000: {humanize.number.intword(1000000)}\")\n+print(f\"1000001: {humanize.number.intword(1000001)}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 223,
+ "p2p_total": 223,
+ "f2p_failed": [
+  "tests.test_number::test_intword[test_args28-2.0 googol]",
+  "tests.test_number::test_intword[test_args31-10.0 googol]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1214.0
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_273__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_273__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..75d6a457dbe389c41e4959cb268e97ebeabc07db
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_273__s0.official.json
@@ -0,0 +1,9 @@
+{
+ "instance_id": "humanize_273",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "error": "agent patch did not apply: error: src/humanize/_version.py: already exists in working directory\n"
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_297__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_297__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..0aed09b63a593f53f2edc9f9747ac9a11ed19b82
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_297__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "humanize_297",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 18,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 98280,
+  "completion_tokens": 21941
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..fe9f4ec\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,47 @@\n+import datetime as dt\n+from freezegun import freeze_time\n+import humanize\n+\n+def test_naturaldate_tz_aware():\n+    utc = dt.timezone.utc\n+    aedt = dt.timezone(dt.timedelta(hours=11))\n+    cest = dt.timezone(dt.timedelta(hours=2))\n+    edt = dt.timezone(dt.timedelta(hours=-4))\n+    pdt = dt.timezone(dt.timedelta(hours=-7))\n+    future = dt.datetime(2023, 10, 16, hour=6, tzinfo=utc)\n+\n+    with freeze_time('2023-10-15 23:00:00+00:00'):\n+        # We want to know whether 7 hours in the future is \"today\" or\n+        # \"tomorrow\":\n+        # Now in UTC:     2023-10-15 23:00:00+00:00\n+        # Future in UTC:  2023-10-16 06:00:00+00:00\n+        print(f\"UTC: {humanize.naturaldate(future)} (expected: tomorrow)\")\n+        assert humanize.naturaldate(future) == \"tomorrow\"\n+\n+        # Now in AEDT:    2023-10-16 10:00:00+11:00\n+        # Future in AEDT: 2023-10-16 17:00:00+11:00\n+        print(f\"AEDT: {humanize.naturaldate(future.astimezone(aedt))} (expected: today)\")\n+        assert humanize.naturaldate(future.astimezone(aedt)) == \"today\"\n+\n+        # Now in CEST:    2023-10-16 01:00:00+02:00\n+        # Future in CEST: 2023-10-16 08:00:00+02:00\n+        print(f\"CEST: {humanize.naturaldate(future.astimezone(cest))} (expected: today)\")\n+        assert humanize.naturaldate(future.astimezone(cest)) == \"today\"\n+\n+        # Now in EDT:     2023-10-15 19:00:00-04:00\n+        # Future in EDT:  2023-10-16 02:00:00-04:00\n+        print(f\"EDT: {humanize.naturaldate(future.astimezone(edt))} (expected: tomorrow)\")\n+        assert humanize.naturaldate(future.astimezone(edt)) == \"tomorrow\"\n+\n+        # Now in PDT:     2023-10-15 16:00:00-07:00\n+        # Future in PDT:  2023-10-15 23:00:00-07:00\n+        print(f\"PDT: {humanize.naturaldate(future.astimezone(pdt))} (expected: today)\")\n+        assert humanize.naturaldate(future.astimezone(pdt)) == \"today\"\n+\n+if __name__ == \"__main__\":\n+    try:\n+        test_naturaldate_tz_aware()\n+        print(\"All tests passed!\")\n+    except AssertionError as e:\n+        print(\"Test failed!\")\n+        raise e\ndiff --git a/src/humanize/__pycache__/__init__.cpython-313.pyc b/src/humanize/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..7a9d4a776c2a2196298ec48cd028689bf18aea5f\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/humanize/_version.py b/src/humanize/_version.py\nnew file mode 100644\nindex 0000000..4a3bfa7\n--- /dev/null\n+++ b/src/humanize/_version.py\n@@ -0,0 +1,24 @@\n+# file generated by vcs-versioning\n+# don't change, don't track in version control\n+from __future__ import annotations\n+\n+__all__ = [\n+    \"__version__\",\n+    \"__version_tuple__\",\n+    \"version\",\n+    \"version_tuple\",\n+    \"__commit_id__\",\n+    \"commit_id\",\n+]\n+\n+version: str\n+__version__: str\n+__version_tuple__: tuple[int | str, ...]\n+version_tuple: tuple[int | str, ...]\n+commit_id: str | None\n+__commit_id__: str | None\n+\n+__version__ = version = '0.1.dev1'\n+__version_tuple__ = version_tuple = (0, 1, 'dev1')\n+\n+__commit_id__ = commit_id = None\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 382,
+ "p2p_total": 382,
+ "f2p_failed": [
+  "tests.test_time::test_naturaldate_tz_aware"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1358.0
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_297__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_297__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..d032d6488eb269c093152ae1c45a5579db591603
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_297__s0.official.json
@@ -0,0 +1,9 @@
+{
+ "instance_id": "humanize_297",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "error": "agent patch did not apply: error: src/humanize/_version.py: already exists in working directory\n"
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_329__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_329__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..33c65d92555798072054ac04d3547e859b995818
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_329__s0.json
@@ -0,0 +1,30 @@
+{
+ "instance_id": "humanize_329",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 14,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 36733,
+  "completion_tokens": 22484
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..1ee86c4\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,9 @@\n+from src.humanize.filesize import naturalsize\n+\n+v1 = 1_000_000_000_000_000_000_000_000\n+v2 = 1_000_000_000_000_000_050_331_648\n+v3 = 1_000_000_000_000_000_050_331_649\n+\n+print(f\"v1: {naturalsize(v1)}\")\n+print(f\"v2: {naturalsize(v2)}\")\n+print(f\"v3: {naturalsize(v3)}\")\ndiff --git a/repro_detailed.py b/repro_detailed.py\nnew file mode 100644\nindex 0000000..dcac1f8\n--- /dev/null\n+++ b/repro_detailed.py\n@@ -0,0 +1,17 @@\n+import math\n+from src.humanize.filesize import naturalsize\n+\n+v1 = 1_000_000_000_000_000_000_000_000\n+v2 = 1_000_000_000_000_000_050_331_648\n+v3 = 1_000_000_000_000_000_050_331_649\n+\n+print(f\"v1: {naturalsize(v1)}\")\n+print(f\"v2: {naturalsize(v2)}\")\n+print(f\"v3: {naturalsize(v3)}\")\n+\n+print(f\"float(v1): {float(v1)}\")\n+print(f\"float(v2): {float(v2)}\")\n+print(f\"float(v3): 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0\nHcmV?d00001\n\ndiff --git a/src/humanize/_version.py b/src/humanize/_version.py\nnew file mode 100644\nindex 0000000..4a3bfa7\n--- /dev/null\n+++ b/src/humanize/_version.py\n@@ -0,0 +1,24 @@\n+# file generated by vcs-versioning\n+# don't change, don't track in version control\n+from __future__ import annotations\n+\n+__all__ = [\n+    \"__version__\",\n+    \"__version_tuple__\",\n+    \"version\",\n+    \"version_tuple\",\n+    \"__commit_id__\",\n+    \"commit_id\",\n+]\n+\n+version: str\n+__version__: str\n+__version_tuple__: tuple[int | str, ...]\n+version_tuple: tuple[int | str, ...]\n+commit_id: str | None\n+__commit_id__: str | None\n+\n+__version__ = version = '0.1.dev1'\n+__version_tuple__ = version_tuple = (0, 1, 'dev1')\n+\n+__commit_id__ = commit_id = None\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 6,
+ "p2p_passed": 70,
+ "p2p_total": 70,
+ "f2p_failed": [
+  "tests.test_filesize::test_naturalsize[test_args70-1.0 MB]",
+  "tests.test_filesize::test_naturalsize[test_args71-1.0 GB]",
+  "tests.test_filesize::test_naturalsize[test_args72-1.0 TB]",
+  "tests.test_filesize::test_naturalsize[test_args73-1.0 MiB]",
+  "tests.test_filesize::test_naturalsize[test_args74-1.0 GiB]",
+  "tests.test_filesize::test_naturalsize[test_args75-1.0M]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1236.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_329__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_329__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a828cd37fb2ea7ca37d50a6b45d7933da85b7a3
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_329__s0.official.json
@@ -0,0 +1,9 @@
+{
+ "instance_id": "humanize_329",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "error": "agent patch did not apply: error: src/humanize/_version.py: already exists in working directory\n"
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_334__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_334__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3a93bcb86153cc3b6ab5f5fa43feb2a9fcd9175
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_334__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "humanize_334",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 20,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 91564,
+  "completion_tokens": 3179
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version 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0\nHcmV?d00001\n\ndiff --git a/src/humanize/_version.py b/src/humanize/_version.py\nnew file mode 100644\nindex 0000000..4a3bfa7\n--- /dev/null\n+++ b/src/humanize/_version.py\n@@ -0,0 +1,24 @@\n+# file generated by vcs-versioning\n+# don't change, don't track in version control\n+from __future__ import annotations\n+\n+__all__ = [\n+    \"__version__\",\n+    \"__version_tuple__\",\n+    \"version\",\n+    \"version_tuple\",\n+    \"__commit_id__\",\n+    \"commit_id\",\n+]\n+\n+version: str\n+__version__: str\n+__version_tuple__: tuple[int | str, ...]\n+version_tuple: tuple[int | str, ...]\n+commit_id: str | None\n+__commit_id__: str | None\n+\n+__version__ = version = '0.1.dev1'\n+__version_tuple__ = version_tuple = (0, 1, 'dev1')\n+\n+__commit_id__ = commit_id = None\ndiff --git a/src/humanize/time.py b/src/humanize/time.py\nindex 4a07d52..4350578 100644\n--- a/src/humanize/time.py\n+++ b/src/humanize/time.py\n@@ -89,7 +89,7 @@ def _date_and_delta(\n             value = value if 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+ "f2p_total": 2,
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+ "p2p_total": 385,
+ "f2p_failed": [],
+ "p2p_failed": [
+  "tests.test_time::test_naturaldelta_too_large_value_raises"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 173.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_334__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_334__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..19d30c69ef59e54a86ab5eb9adaf71683a940eb4
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/humanize_334__s0.official.json
@@ -0,0 +1,9 @@
+{
+ "instance_id": "humanize_334",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "error": "agent patch did not apply: error: src/humanize/_version.py: already exists in working directory\n"
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_391__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_391__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..b29a0378dcf69c6d982cdffc285c842a501a6db7
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_391__s0.json
@@ -0,0 +1,37 @@
+{
+ "instance_id": "markdown-it-py_391",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 28,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 320554,
+  "completion_tokens": 5713
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/lastfailed b/.pytest_cache/v/cache/lastfailed\nnew file mode 100644\nindex 0000000..296376b\n--- /dev/null\n+++ b/.pytest_cache/v/cache/lastfailed\n@@ -0,0 +1,34 @@\n+{\n+  \"tests/test_linkify.py::test_token_levels\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[1-linkify-url http://www.youtube.com/watch?v=5Jt5GEr4AYg.\\\\n-<p>url <a href=\\\"http://www.youtube.com/watch?v=5Jt5GEr4AYg\\\">http://www.youtube.com/watch?v=5Jt5GEr4AYg</a>.</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[9-don't touch text in links-[https://example.com](https://example.com)\\\\n-<p><a href=\\\"https://example.com\\\">https://example.com</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[17-don't touch text in autolinks-<https://example.com>\\\\n-<p><a href=\\\"https://example.com\\\">https://example.com</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[25-don't touch text in html <a> tags-<a href=\\\"https://example.com\\\">https://example.com</a>\\\\n-<p><a href=\\\"https://example.com\\\">https://example.com</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[32-entities inside raw links-https://example.com/foo&amp;bar\\\\n-<p><a href=\\\"https://example.com/foo&amp;amp;bar\\\">https://example.com/foo&amp;amp;bar</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[40-emphasis inside raw links (asterisk, can happen in links with params)-https://example.com/foo*bar*baz\\\\n-<p><a href=\\\"https://example.com/foo*bar*baz\\\">https://example.com/foo*bar*baz</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[48-emphasis inside raw links (underscore)-http://example.org/foo._bar_-_baz\\\\n-<p><a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[56-backticks inside raw links-https://example.com/foo`bar`baz\\\\n-<p><a href=\\\"https://example.com/foo%60bar%60baz\\\">https://example.com/foo`bar`baz</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[64-links inside raw links-https://example.com/foo[123](456)bar\\\\n-<p><a href=\\\"https://example.com/foo%5B123%5D(456)bar\\\">https://example.com/foo[123](456)bar</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[72-escapes not allowed at the start-\\\\\\\\https://example.com\\\\n-<p>\\\\\\\\https://example.com</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[80-escapes not allowed at comma-https\\\\\\\\://example.com\\\\n-<p>https://example.com</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[88-escapes not allowed at slashes-https:\\\\\\\\//aa.org https://bb.org\\\\n-<p>https://aa.org <a href=\\\"https://bb.org\\\">https://bb.org</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[96-fuzzy link shouldn't match cc.org-https:/\\\\\\\\/cc.org\\\\n-<p>https://cc.org</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[104-bold links (exclude markup of pairs from link tail)-**http://example.com/foobar**\\\\n-<p><strong><a href=\\\"http://example.com/foobar\\\">http://example.com/foobar</a></strong></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[111-match links without protocol-www.example.org\\\\n-<p><a href=\\\"http://www.example.org\\\">www.example.org</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[118-coverage, prefix not valid-http:/example.com/\\\\n-<p>http:/example.com/</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[126-coverage, negative link level-</a>[https://example.com](https://example.com)\\\\n-<p></a><a href=\\\"https://example.com\\\"><a href=\\\"https://example.com\\\">https://example.com</a></a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[134-emphasis with '*', real link:-http://cdecl.ridiculousfish.com/?q=int+%28*f%29+%28float+*%29%3B\\\\n-<p><a href=\\\"http://cdecl.ridiculousfish.com/?q=int+%28*f%29+%28float+*%29%3B\\\">http://cdecl.ridiculousfish.com/?q=int+(*f)+(float+*)%3B</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[141-emphasis with '_', real link:-https://www.sell.fi/sites/default/files/elainlaakarilehti/tieteelliset_artikkelit/kahkonen_t._et_al.canine_pancreatitis-_review.pdf\\\\n-<p><a 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\"tests/test_port/test_fixtures.py::test_linkify[175-after line-github.com\\\\nafter\\\\n-<p><a href=\\\"http://github.com\\\">github.com</a>\\\\nafter</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[184-before after lines-before\\\\ngithub.com\\\\nafter\\\\n-<p>before\\\\n<a href=\\\"http://github.com\\\">github.com</a>\\\\nafter</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[195-before after lines with blank line-before\\\\n\\\\ngithub.com\\\\n\\\\nafter\\\\n-<p>before</p>\\\\n<p><a href=\\\"http://github.com\\\">github.com</a></p>\\\\n<p>after</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[208-Don't match escaped-google\\\\\\\\.com\\\\n-<p>google.com</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[215-Issue [#300](https://github.com/executablebooks/markdown-it-py/issues/300) emphasis inside raw links (underscore) at beginning of line-http://example.org/foo._bar_-_baz This works\\\\n-<p><a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> This works</p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[222-Issue [#300](https://github.com/executablebooks/markdown-it-py/issues/300) emphasis inside raw links (underscore) at end of line-This doesnt http://example.org/foo._bar_-_baz\\\\n-<p>This doesnt <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[229-Issue [#300](https://github.com/executablebooks/markdown-it-py/issues/300) emphasis inside raw links (underscore) mix1-While this `does` http://example.org/foo._bar_-_baz, this doesnt http://example.org/foo._bar_-_baz and this **does** http://example.org/foo._bar_-_baz\\\\n-<p>While this <code>does</code> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a>, this doesnt <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> and this <strong>does</strong> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[236-Issue [#300](https://github.com/executablebooks/markdown-it-py/issues/300) emphasis inside raw links (underscore) mix2-This applies to _series of URLs too_ http://example.org/foo._bar_-_baz http://example.org/foo._bar_-_baz, these dont http://example.org/foo._bar_-_baz http://example.org/foo._bar_-_baz and these **do** http://example.org/foo._bar_-_baz http://example.org/foo._bar_-_baz\\\\n-<p>This applies to <em>series of URLs too</em> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a>, these dont <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> and these <strong>do</strong> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a></p>\\\\n]\": true,\n+  \"tests/test_port/test_fixtures.py::test_linkify[243-emphasis inside raw links (asterisk) at end of line-This doesnt http://example.org/foo.*bar*-*baz\\\\n-<p>This doesnt <a href=\\\"http://example.org/foo.*bar*-*baz\\\">http://example.org/foo.*bar*-*baz</a></p>\\\\n]\": true\n+}\n\\ No newline at end of file\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..31c979f\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,918 @@\n+[\n+  \"tests/test_api/test_main.py::test_disable\",\n+  \"tests/test_api/test_main.py::test_emptyStr\",\n+  \"tests/test_api/test_main.py::test_empty_env\",\n+  \"tests/test_api/test_main.py::test_enable\",\n+  \"tests/test_api/test_main.py::test_fragments_join_merges_adjacent_text_tokens\",\n+  \"tests/test_api/test_main.py::test_get_rules\",\n+  \"tests/test_api/test_main.py::test_load_presets\",\n+  \"tests/test_api/test_main.py::test_override_options\",\n+  \"tests/test_api/test_main.py::test_parseInline\",\n+  \"tests/test_api/test_main.py::test_renderInline\",\n+  \"tests/test_api/test_main.py::test_reset\",\n+  \"tests/test_api/test_main.py::test_table_tokens\",\n+  \"tests/test_api/test_main.py::test_text_join_merges_adjacent_text_special_tokens\",\n+  \"tests/test_api/test_plugin_creation.py::test_block_after\",\n+  \"tests/test_api/test_plugin_creation.py::test_block_at\",\n+  \"tests/test_api/test_plugin_creation.py::test_block_before\",\n+  \"tests/test_api/test_plugin_creation.py::test_core_after\",\n+  \"tests/test_api/test_plugin_creation.py::test_core_at\",\n+  \"tests/test_api/test_plugin_creation.py::test_core_before\",\n+  \"tests/test_api/test_plugin_creation.py::test_inline_after\",\n+  \"tests/test_api/test_plugin_creation.py::test_inline_at\",\n+  \"tests/test_api/test_plugin_creation.py::test_inline_before\",\n+  \"tests/test_api/test_token.py::test_serialization\",\n+  \"tests/test_api/test_token.py::test_token\",\n+  \"tests/test_cli.py::test_interactive\",\n+  \"tests/test_cli.py::test_interactive_render\",\n+  \"tests/test_cli.py::test_main_no_args_is_interactive\",\n+  \"tests/test_cli.py::test_multiple_files\",\n+  \"tests/test_cli.py::test_non_utf8\",\n+  \"tests/test_cli.py::test_parse\",\n+  \"tests/test_cli.py::test_parse_fail\",\n+  \"tests/test_cli.py::test_parse_output\",\n+  \"tests/test_cli.py::test_print_heading\",\n+  \"tests/test_cli.py::test_stdin\",\n+  \"tests/test_cmark_spec/test_spec.py::test_file\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry0]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry100]\",\n+  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\"tests/test_cmark_spec/test_spec.py::test_spec[entry642]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry643]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry644]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry645]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry646]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry647]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry648]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry649]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry64]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry650]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry651]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry65]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry66]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry67]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry68]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry69]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry6]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry70]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry71]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry72]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry73]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry74]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry75]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry76]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry77]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry78]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry79]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry7]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry80]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry81]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry82]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry83]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry84]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry85]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry86]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry87]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry88]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry89]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry8]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry90]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry91]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry92]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry93]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry94]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry95]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry96]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry97]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry98]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry99]\",\n+  \"tests/test_cmark_spec/test_spec.py::test_spec[entry9]\",\n+  \"tests/test_fuzzer.py::test_fuzzing[55363]\",\n+  \"tests/test_fuzzer.py::test_fuzzing[55367]\",\n+  \"tests/test_fuzzer.py::test_fuzzing[55371]\",\n+  \"tests/test_linkify.py::test_token_levels\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[1-Issue commonmark/cmark#383:-*****Hello*world****\\\\n-<p>**<em><strong>Hello<em>world</em></strong></em></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[106-Not a closing tag-</ 123>\\\\n-<p>&lt;/ 123&gt;</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[115-Escaping entities in links:-[](<&quot;> \\\"&amp;&ouml;\\\")\\\\n\\\\n[](<\\\\\\\\&quot;> \\\"\\\\\\\\&amp;\\\\\\\\&ouml;\\\")\\\\n\\\\n[](<\\\\\\\\\\\\\\\\&quot;> \\\"\\\\\\\\\\\\\\\\&quot;\\\\\\\\\\\\\\\\&ouml;\\\")\\\\n-<p><a href=\\\"%22\\\" title=\\\"&amp;\\\\xf6\\\"></a></p>\\\\n<p><a href=\\\"&amp;quot;\\\" title=\\\"&amp;amp;&amp;ouml;\\\"></a></p>\\\\n<p><a href=\\\"%5C%22\\\" title=\\\"\\\\\\\\&quot;\\\\\\\\\\\\xf6\\\"></a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[129-Checking combination of replaceEntities and unescapeMd:-~~~ &amp;&bad;\\\\\\\\&amp;\\\\\\\\\\\\\\\\&amp;\\\\njust a funny little fence\\\\n~~~\\\\n-<pre><code class=\\\"&amp;&amp;bad;&amp;amp;\\\\\\\\&amp;\\\">just a funny little fence\\\\n</code></pre>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[140--_(hai)_.\\\\n-<p><em>(hai)</em>.</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[147-Regression test, should not match emphasis markers in different link tags:-[*b]() [c*]()\\\\n-<p><a href=\\\"\\\">*b</a> <a href=\\\"\\\">c*</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[15-Strip markdown in ALT tags-![*strip* [markdown __in__ alt](#)](#)\\\\n-<p><img src=\\\"#\\\" alt=\\\"strip markdown in alt\\\" /></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[154-Those are two separate blockquotes:- - > foo\\\\n  > bar\\\\n-<ul>\\\\n<li>\\\\n<blockquote>\\\\n<p>foo</p>\\\\n</blockquote>\\\\n</li>\\\\n</ul>\\\\n<blockquote>\\\\n<p>bar</p>\\\\n</blockquote>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[171-Blockquote should terminate itself after paragraph continuation-- list\\\\n    > blockquote\\\\nblockquote continuation\\\\n    - next list item\\\\n-<ul>\\\\n<li>list\\\\n<blockquote>\\\\n<p>blockquote\\\\nblockquote continuation</p>\\\\n</blockquote>\\\\n<ul>\\\\n<li>next list item</li>\\\\n</ul>\\\\n</li>\\\\n</ul>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[191-Regression test (code block + regular paragraph)->     foo\\\\n> bar\\\\n-<blockquote>\\\\n<pre><code>foo\\\\n</code></pre>\\\\n<p>bar</p>\\\\n</blockquote>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[203-Regression test (tabs in lists, #830)-1. asd\\\\n    2. asd\\\\n\\\\n---\\\\n\\\\n1. asd\\\\n\\\\t2. asd\\\\n-<ol>\\\\n<li>asd\\\\n2. asd</li>\\\\n</ol>\\\\n<hr />\\\\n<ol>\\\\n<li>asd\\\\n2. asd</li>\\\\n</ol>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[22-Issue #55:-![test]\\\\n\\\\n![test](foo bar)\\\\n-<p>![test]</p>\\\\n<p>![test](foo bar)</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[224-Blockquotes inside indented lists should terminate correctly-   - a\\\\n     > b\\\\n     ```\\\\n     c\\\\n     ```\\\\n   - d\\\\n-<ul>\\\\n<li>a\\\\n<blockquote>\\\\n<p>b</p>\\\\n</blockquote>\\\\n<pre><code>c\\\\n</code></pre>\\\\n</li>\\\\n<li>d</li>\\\\n</ul>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[245-Don't output empty class here:-```&#x20;\\\\ntest\\\\n```\\\\n-<pre><code>test\\\\n</code></pre>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[255-Setext header text supports lazy continuations:- - foo\\\\nbar\\\\n   ===\\\\n-<ul>\\\\n<li>\\\\n<h1>foo\\\\nbar</h1>\\\\n</li>\\\\n</ul>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[269-But setext header underline doesn't:- - foo\\\\n   bar\\\\n  ===\\\\n-<ul>\\\\n<li>foo\\\\nbar\\\\n===</li>\\\\n</ul>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[282-Tabs should be stripped from the beginning of the line- foo\\\\n bar\\\\n\\\\tbaz\\\\n-<p>foo\\\\nbar\\\\nbaz</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[293-Tabs should not cause hardbreak, EOL tabs aren't stripped in commonmark 0.27-foo1\\\\t\\\\nfoo2    \\\\nbar\\\\n-<p>foo1\\\\t\\\\nfoo2<br />\\\\nbar</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[304-List item terminating quote should not be paragraph continuation-1. foo\\\\n   > quote\\\\n2. bar\\\\n-<ol>\\\\n<li>foo\\\\n<blockquote>\\\\n<p>quote</p>\\\\n</blockquote>\\\\n</li>\\\\n<li>bar</li>\\\\n</ol>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[320-Escaped space is not allowed in link destination, commonmark/CommonMark#493.-[link](a\\\\\\\\ b)\\\\n-<p>[link](a\\\\\\\\ b)</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[327-Link destination cannot contain '<'-[](<foo<bar>)\\\\n\\\\n[](<foo\\\\\\\\<bar>)\\\\n-<p>[](&lt;foo<bar>)</p>\\\\n<p><a href=\\\"foo%3Cbar\\\"></a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[33-Reference labels: 'i\\\\u0307\\\\u03b8\\\\u03c9k\\\\xe5'.toUpperCase() is 'I\\\\u0307\\\\u0398\\\\u03a9K\\\\xc5', but these should still be equivalent-[\\\\u0130\\\\u03f4\\\\u2126\\\\u212a\\\\u212b]\\\\n\\\\n[i\\\\u0307\\\\u03b8\\\\u03c9k\\\\xe5]: /url\\\\n-<p><a href=\\\"/url\\\">\\\\u0130\\\\u03f4\\\\u2126\\\\u212a\\\\u212b</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[337-Link title cannot contain '(' when opened with it-[](url (xxx())\\\\n\\\\n[](url (xxx\\\\\\\\())\\\\n-<p>[](url (xxx())</p>\\\\n<p><a href=\\\"url\\\" title=\\\"xxx(\\\"></a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[347-Allow EOL in processing instructions, commonmark/commonmark.js#196.-a <?\\\\n?>\\\\n-<p>a <?\\\\n?></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[356-Allow meta tag in an inline context, commonmark/commonmark-spec#527.-City:\\\\n<span itemprop=\\\"contentLocation\\\" itemscope itemtype=\\\"https://schema.org/City\\\">\\\\n  <meta itemprop=\\\"name\\\" content=\\\"Springfield\\\">\\\\n</span>\\\\n-<p>City:\\\\n<span itemprop=\\\"contentLocation\\\" itemscope itemtype=\\\"https://schema.org/City\\\">\\\\n<meta itemprop=\\\"name\\\" content=\\\"Springfield\\\">\\\\n</span></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[369-Coverage. Directive can terminate paragraph.-a\\\\n<?php\\\\n-<p>a</p>\\\\n<?php\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[379-Coverage. Nested email autolink (silent mode)-*<foo@bar.com>*\\\\n-<p><em><a href=\\\"mailto:foo@bar.com\\\">foo@bar.com</a></em></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[387-Coverage. Unpaired nested backtick (silent mode)-*`foo*\\\\n-<p><em>`foo</em></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[395-Coverage. Should continue scanning after closing \\\"```\\\" despite cache-```aaa``bbb``ccc```ddd``eee``\\\\n-<p><code>aaa``bbb``ccc</code>ddd<code>eee</code></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[403-Coverage. Entities.-*&*\\\\n\\\\n*&#x20;*\\\\n\\\\n*&amp;*\\\\n-<p><em>&amp;</em></p>\\\\n<p><em> </em></p>\\\\n<p><em>&amp;</em></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[417-Coverage. Escape.-*\\\\\\\\a*\\\\n-<p><em>\\\\\\\\a</em></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[425-Coverage. parseLinkDestination-[foo](<\\\\nbar>)\\\\n\\\\n[foo](<bar)\\\\n-<p>[foo](&lt;\\\\nbar&gt;)</p>\\\\n<p>[foo](&lt;bar)</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[43-Reference labels: support ligatures (equivalent according to unicode case folding)-[\\\\ufb00\\\\ufb01\\\\ufb02]\\\\n\\\\n[fffifl]: /url\\\\n-<p><a href=\\\"/url\\\">\\\\ufb00\\\\ufb01\\\\ufb02</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[438-Coverage. parseLinkTitle-[foo](bar \\\"ba)\\\\n\\\\n[foo](bar \\\"ba\\\\\\\\\\\\nz\\\")\\\\n-<p>[foo](bar &quot;ba)</p>\\\\n<p><a href=\\\"bar\\\" title=\\\"ba\\\\\\\\\\\\nz\\\">foo</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[451-Coverage. Image-![test]( x )\\\\n-<p><img src=\\\"x\\\" alt=\\\"test\\\" /></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[456-.-![test][foo]\\\\n\\\\n[bar]: 123\\\\n-<p>![test][foo]</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[463-.-![test][[[\\\\n\\\\n[bar]: 123\\\\n-<p>![test][[[</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[470-.-![test](\\\\n-<p>![test](</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[478-Coverage. Link-[test](\\\\n-<p>[test](</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[486-Coverage. Reference-[\\\\ntest\\\\\\\\\\\\n]: 123\\\\nfoo\\\\nbar\\\\n-<p>foo\\\\nbar</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[496-.-[\\\\ntest\\\\n]\\\\n-<p>[\\\\ntest\\\\n]</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[505-.-> [foo]: bar\\\\n[foo]\\\\n-<blockquote></blockquote>\\\\n<p><a href=\\\"bar\\\">foo</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[514-Coverage. Tabs in blockquotes.->\\\\t\\\\ttest\\\\n\\\\n >\\\\t\\\\ttest\\\\n\\\\n  >\\\\t\\\\ttest\\\\n\\\\n> ---\\\\n>\\\\t\\\\ttest\\\\n\\\\n > ---\\\\n >\\\\t\\\\ttest\\\\n\\\\n  > ---\\\\n  >\\\\t\\\\ttest\\\\n\\\\n>\\\\t\\\\t\\\\ttest\\\\n\\\\n >\\\\t\\\\t\\\\ttest\\\\n\\\\n  >\\\\t\\\\t\\\\ttest\\\\n\\\\n> ---\\\\n>\\\\t\\\\t\\\\ttest\\\\n\\\\n > ---\\\\n >\\\\t\\\\t\\\\ttest\\\\n\\\\n  > ---\\\\n  >\\\\t\\\\t\\\\ttest\\\\n-<blockquote>\\\\n<pre><code>  test\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<pre><code> test\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<pre><code>test\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<hr />\\\\n<pre><code>  test\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<hr />\\\\n<pre><code> test\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<hr />\\\\n<pre><code>test\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<pre><code>  \\\\ttest\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<pre><code> \\\\ttest\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<pre><code>\\\\ttest\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<hr />\\\\n<pre><code>  \\\\ttest\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<hr />\\\\n<pre><code> \\\\ttest\\\\n</code></pre>\\\\n</blockquote>\\\\n<blockquote>\\\\n<hr />\\\\n<pre><code>\\\\ttest\\\\n</code></pre>\\\\n</blockquote>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[52-Reference can be interrupted by other rules-[foo]: /url 'title\\\\n - - -\\\\n'\\\\n\\\\n[foo]\\\\n-<p>[foo]: /url 'title</p>\\\\n<hr />\\\\n<p>'</p>\\\\n<p>[foo]</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[602-Coverage. Tabs in lists.-1. \\\\tfoo\\\\n\\\\n\\\\t     bar\\\\n-<ol>\\\\n<li>\\\\n<p>foo</p>\\\\n<pre><code> bar\\\\n</code></pre>\\\\n</li>\\\\n</ol>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[617-Coverage. Various tags not interrupting blockquotes because of indentation:-> foo\\\\n    - - - -\\\\n\\\\n> foo\\\\n    # not a heading\\\\n-<blockquote>\\\\n<p>foo\\\\n- - - -</p>\\\\n</blockquote>\\\\n<blockquote>\\\\n<p>foo\\\\n# not a heading</p>\\\\n</blockquote>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[635-Coverage, entities with code > 10FFFF. Made this way for compatibility with commonmark.js.-&#x110000;\\\\n\\\\n&#x1100000;\\\\n-<p>\\\\ufffd</p>\\\\n<p>&amp;#x1100000;</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[645-Issue #696. Blockquotes should remember their level.->>> foo\\\\nbar\\\\n>>> baz\\\\n-<blockquote>\\\\n<blockquote>\\\\n<blockquote>\\\\n<p>foo\\\\nbar\\\\nbaz</p>\\\\n</blockquote>\\\\n</blockquote>\\\\n</blockquote>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[66-Escape character in link reference title doesn't escape newlines-[foo]: /url \\\"\\\\nhello\\\\n\\\\\\\\\\\\n\\\\\\\\\\\\n\\\\\\\\\\\\nworld\\\\n\\\"\\\\n\\\\n[foo]\\\\n-<p><a href=\\\"/url\\\" title=\\\"\\\\nhello\\\\n\\\\\\\\\\\\n\\\\\\\\\\\\n\\\\\\\\\\\\nworld\\\\n\\\">foo</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[662-Issue #696. Blockquotes should stop when outdented from a list.-1. >>> foo\\\\n   bar\\\\nbaz\\\\n   >>> foo\\\\n  >>> bar\\\\n   >>> baz\\\\n-<ol>\\\\n<li>\\\\n<blockquote>\\\\n<blockquote>\\\\n<blockquote>\\\\n<p>foo\\\\nbar\\\\nbaz\\\\nfoo</p>\\\\n</blockquote>\\\\n</blockquote>\\\\n</blockquote>\\\\n</li>\\\\n</ol>\\\\n<blockquote>\\\\n<blockquote>\\\\n<blockquote>\\\\n<p>bar\\\\nbaz</p>\\\\n</blockquote>\\\\n</blockquote>\\\\n</blockquote>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[695-Newline in image description-There is a newline in this image ![here\\\\nit is](https://github.com/executablebooks/)\\\\n-<p>There is a newline in this image <img src=\\\"https://github.com/executablebooks/\\\" alt=\\\"here\\\\nit is\\\" /></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[704-Issue #772. Header rule should not interfere with html tags.-<!--\\\\n==\\\\n-->\\\\n\\\\n<pre>\\\\n==\\\\n</pre>\\\\n-<!--\\\\n==\\\\n-->\\\\n<pre>\\\\n==\\\\n</pre>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[722-Issue #205.  Space in link destination generates IndexError-[Contact](http:// mail.com)\\\\n\\\\n[Contact](mailto: mail@mail.com)\\\\n-<p>[Contact](http:// mail.com)</p>\\\\n<p>[Contact](mailto: mail@mail.com)</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[732-Issue #204. Combination of blockquotes, list and newlines causes an IndexError-> QUOTE\\\\n+ UNORDERED LIST ITEM\\\\n  > INDENTED QUOTE\\\\n\\\\n\\\\n\\\\n-<blockquote>\\\\n<p>QUOTE</p>\\\\n</blockquote>\\\\n<ul>\\\\n<li>UNORDERED LIST ITEM\\\\n<blockquote>\\\\n<p>INDENTED QUOTE</p>\\\\n</blockquote>\\\\n</li>\\\\n</ul>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[8-Issue #246.  Double escaping in ALT-![&](#)\\\\n-<p><img src=\\\"#\\\" alt=\\\"&amp;\\\" /></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[87-Issue #35. `<` should work as punctuation-an **(:**<br />\\\\n-<p>an <strong>(:</strong><br /></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_commonmark_extras[95-Should unescape only needed things in link destinations/titles:-[test](<\\\\\\\\f\\\\\\\\o\\\\\\\\o\\\\\\\\>\\\\\\\\\\\\\\\\>)\\\\n\\\\n[test](foo \\\"\\\\\\\\\\\\\\\\\\\\\\\\\\\"\\\\\\\\b\\\\\\\\a\\\\\\\\r\\\")\\\\n-<p><a href=\\\"%5Cf%5Co%5Co%3E%5C\\\">test</a></p>\\\\n<p><a href=\\\"foo\\\" title=\\\"\\\\\\\\&quot;\\\\\\\\b\\\\\\\\a\\\\\\\\r\\\">test</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_disable_code_block[1-indent paragraph-    This is a paragraph,\\\\n    with multiple lines.\\\\n\\\\n    This paragraph\\\\nhas variable indents,\\\\n      like this.\\\\n-<p>This is a paragraph,\\\\nwith multiple lines.</p>\\\\n<p>This paragraph\\\\nhas variable indents,\\\\nlike this.</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_disable_code_block[17-indent in HTML-<div>\\\\n\\\\n    Paragraph\\\\n\\\\n</div>\\\\n-<div>\\\\n<p>Paragraph</p>\\\\n</div>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_disable_code_block[30-indent fence-        ```python\\\\n        def foo():\\\\n            pass\\\\n        ```\\\\n-<pre><code class=\\\"language-python\\\">def foo():\\\\n    pass\\\\n</code></pre>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_disable_code_block[42-indent heading-     # Heading\\\\n-<h1>Heading</h1>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_disable_code_block[49-indent table-     | foo | bar |\\\\n     | --- | --- |\\\\n     | baz | bim |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>foo</th>\\\\n<th>bar</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>baz</td>\\\\n<td>bim</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_fatal[1-Should not throw exception on invalid chars in URL (`*` not allowed in path) [malformed URI]-[foo](<&#x25;test>)\\\\n-<p><a href=\\\"%25test\\\">foo</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_fatal[17-Should not throw exception on broken utf-16 surrogates sequence in URL [malformed URI]-[foo](&#xD800;)\\\\n-<p><a href=\\\"&amp;#xD800;\\\">foo</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_fatal[25-Should not hang comments regexp-foo <!--- xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ->\\\\n\\\\nfoo <!------------------------------------------------------------------->\\\\n-<p>foo &lt;!\\\\u2014 xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx -&gt;</p>\\\\n<p>foo <!-------------------------------------------------------------------></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_fatal[36-Should not hang cdata regexp-foo <![CDATA[ xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ]>\\\\n-<p>foo &lt;![CDATA[ xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx ]&gt;</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_fatal[9-Should not throw exception on broken utf-8 sequence in URL [malformed URI]-[foo](%C3)\\\\n-<p><a href=\\\"%C3\\\">foo</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_issue_fixes[1-#31 empty lines after certain lists raises exception:-> a\\\\n\\\\n- b\\\\n\\\\n\\\\n-<blockquote>\\\\n<p>a</p>\\\\n</blockquote>\\\\n<ul>\\\\n<li>b</li>\\\\n</ul>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_issue_fixes[17-#50 blank lines after block quotes-> A Block Quote\\\\n\\\\n> Another Block Quote\\\\n\\\\n\\\\n-<blockquote>\\\\n<p>A Block Quote</p>\\\\n</blockquote>\\\\n<blockquote>\\\\n<p>Another Block Quote</p>\\\\n</blockquote>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_issue_fixes[33-#80 UnicodeError with codepoints larger than 0xFFFF-&#x1F4AC;\\\\n-<p>\\\\U0001f4ac</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_issue_fixes[40-Fix CVE-2023-26303-![![]()\\\\n]([)\\\\n-<p><img src=\\\"%5B\\\" alt=\\\"\\\\n\\\" /></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_issue_fixes[49-Fix parsing of incorrect numeric character references-[](&#X22y;) &#X22y;\\\\n[](&#35y;) &#35y;\\\\n-<p><a href=\\\"&amp;#X22y;\\\"></a> &amp;#X22y;\\\\n<a href=\\\"&amp;#35y;\\\"></a> &amp;#35y;</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[1-linkify-url http://www.youtube.com/watch?v=5Jt5GEr4AYg.\\\\n-<p>url <a href=\\\"http://www.youtube.com/watch?v=5Jt5GEr4AYg\\\">http://www.youtube.com/watch?v=5Jt5GEr4AYg</a>.</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[104-bold links (exclude markup of pairs from link tail)-**http://example.com/foobar**\\\\n-<p><strong><a href=\\\"http://example.com/foobar\\\">http://example.com/foobar</a></strong></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[111-match links without protocol-www.example.org\\\\n-<p><a href=\\\"http://www.example.org\\\">www.example.org</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[118-coverage, prefix not valid-http:/example.com/\\\\n-<p>http:/example.com/</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[126-coverage, negative link level-</a>[https://example.com](https://example.com)\\\\n-<p></a><a href=\\\"https://example.com\\\"><a href=\\\"https://example.com\\\">https://example.com</a></a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[134-emphasis with '*', real link:-http://cdecl.ridiculousfish.com/?q=int+%28*f%29+%28float+*%29%3B\\\\n-<p><a href=\\\"http://cdecl.ridiculousfish.com/?q=int+%28*f%29+%28float+*%29%3B\\\">http://cdecl.ridiculousfish.com/?q=int+(*f)+(float+*)%3B</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[141-emphasis with '_', real link:-https://www.sell.fi/sites/default/files/elainlaakarilehti/tieteelliset_artikkelit/kahkonen_t._et_al.canine_pancreatitis-_review.pdf\\\\n-<p><a href=\\\"https://www.sell.fi/sites/default/files/elainlaakarilehti/tieteelliset_artikkelit/kahkonen_t._et_al.canine_pancreatitis-_review.pdf\\\">https://www.sell.fi/sites/default/files/elainlaakarilehti/tieteelliset_artikkelit/kahkonen_t._et_al.canine_pancreatitis-_review.pdf</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[148-emails-test@example.com\\\\n\\\\nmailto:test@example.com\\\\n-<p><a href=\\\"mailto:test@example.com\\\">test@example.com</a></p>\\\\n<p><a href=\\\"mailto:test@example.com\\\">mailto:test@example.com</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[159-typorgapher should not break href-http://example.com/(c)\\\\n-<p><a href=\\\"http://example.com/(c)\\\">http://example.com/(c)</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[166-before line-before\\\\ngithub.com\\\\n-<p>before\\\\n<a href=\\\"http://github.com\\\">github.com</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[17-don't touch text in autolinks-<https://example.com>\\\\n-<p><a href=\\\"https://example.com\\\">https://example.com</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[175-after line-github.com\\\\nafter\\\\n-<p><a href=\\\"http://github.com\\\">github.com</a>\\\\nafter</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[184-before after lines-before\\\\ngithub.com\\\\nafter\\\\n-<p>before\\\\n<a href=\\\"http://github.com\\\">github.com</a>\\\\nafter</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[195-before after lines with blank line-before\\\\n\\\\ngithub.com\\\\n\\\\nafter\\\\n-<p>before</p>\\\\n<p><a href=\\\"http://github.com\\\">github.com</a></p>\\\\n<p>after</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[208-Don't match escaped-google\\\\\\\\.com\\\\n-<p>google.com</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[215-Issue [#300](https://github.com/executablebooks/markdown-it-py/issues/300) emphasis inside raw links (underscore) at beginning of line-http://example.org/foo._bar_-_baz This works\\\\n-<p><a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> This works</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[222-Issue [#300](https://github.com/executablebooks/markdown-it-py/issues/300) emphasis inside raw links (underscore) at end of line-This doesnt http://example.org/foo._bar_-_baz\\\\n-<p>This doesnt <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[229-Issue [#300](https://github.com/executablebooks/markdown-it-py/issues/300) emphasis inside raw links (underscore) mix1-While this `does` http://example.org/foo._bar_-_baz, this doesnt http://example.org/foo._bar_-_baz and this **does** http://example.org/foo._bar_-_baz\\\\n-<p>While this <code>does</code> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a>, this doesnt <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> and this <strong>does</strong> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[236-Issue [#300](https://github.com/executablebooks/markdown-it-py/issues/300) emphasis inside raw links (underscore) mix2-This applies to _series of URLs too_ http://example.org/foo._bar_-_baz http://example.org/foo._bar_-_baz, these dont http://example.org/foo._bar_-_baz http://example.org/foo._bar_-_baz and these **do** http://example.org/foo._bar_-_baz http://example.org/foo._bar_-_baz\\\\n-<p>This applies to <em>series of URLs too</em> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a>, these dont <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> and these <strong>do</strong> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a> <a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[243-emphasis inside raw links (asterisk) at end of line-This doesnt http://example.org/foo.*bar*-*baz\\\\n-<p>This doesnt <a href=\\\"http://example.org/foo.*bar*-*baz\\\">http://example.org/foo.*bar*-*baz</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[25-don't touch text in html <a> tags-<a href=\\\"https://example.com\\\">https://example.com</a>\\\\n-<p><a href=\\\"https://example.com\\\">https://example.com</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[32-entities inside raw links-https://example.com/foo&amp;bar\\\\n-<p><a href=\\\"https://example.com/foo&amp;amp;bar\\\">https://example.com/foo&amp;amp;bar</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[40-emphasis inside raw links (asterisk, can happen in links with params)-https://example.com/foo*bar*baz\\\\n-<p><a href=\\\"https://example.com/foo*bar*baz\\\">https://example.com/foo*bar*baz</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[48-emphasis inside raw links (underscore)-http://example.org/foo._bar_-_baz\\\\n-<p><a href=\\\"http://example.org/foo._bar_-_baz\\\">http://example.org/foo._bar_-_baz</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[56-backticks inside raw links-https://example.com/foo`bar`baz\\\\n-<p><a href=\\\"https://example.com/foo%60bar%60baz\\\">https://example.com/foo`bar`baz</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[64-links inside raw links-https://example.com/foo[123](456)bar\\\\n-<p><a href=\\\"https://example.com/foo%5B123%5D(456)bar\\\">https://example.com/foo[123](456)bar</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[72-escapes not allowed at the start-\\\\\\\\https://example.com\\\\n-<p>\\\\\\\\https://example.com</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[80-escapes not allowed at comma-https\\\\\\\\://example.com\\\\n-<p>https://example.com</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[88-escapes not allowed at slashes-https:\\\\\\\\//aa.org https://bb.org\\\\n-<p>https://aa.org <a href=\\\"https://bb.org\\\">https://bb.org</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[9-don't touch text in links-[https://example.com](https://example.com)\\\\n-<p><a href=\\\"https://example.com\\\">https://example.com</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_linkify[96-fuzzy link shouldn't match cc.org-https:/\\\\\\\\/cc.org\\\\n-<p>https://cc.org</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_normalize_url[17-Keep %25 as is because decoding it may break urls, #720-<https://www.google.com/search?q=hello%2E%252Ehello>\\\\n-<p><a href=\\\"https://www.google.com/search?q=hello%2E%252Ehello\\\">https://www.google.com/search?q=hello.%252Ehello</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_normalize_url[26--[](skype:\\\\u03b3\\\\u03b3\\\\u03b3)\\\\n-<p><a href=\\\"skype:%CE%B3%CE%B3%CE%B3\\\"></a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_normalize_url[3--<http://example.com/\\\\u03b1%CE%B2\\\\u03b3%CE%B4>\\\\n-<p><a href=\\\"http://example.com/%CE%B1%CE%B2%CE%B3%CE%B4\\\">http://example.com/\\\\u03b1\\\\u03b2\\\\u03b3\\\\u03b4</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_normalize_url[34-Square brackets are allowed-[foo](https://bar]baz.org)\\\\n-<p><a href=\\\"https://bar%5Dbaz.org\\\">foo</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_normalize_url[9--[foo](http://example.com/\\\\u03b1%CE%B2\\\\u03b3%CE%B4)\\\\n-<p><a href=\\\"http://example.com/%CE%B1%CE%B2%CE%B3%CE%B4\\\">foo</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[1-Should parse nested quotes:-\\\"foo 'bar' baz\\\"\\\\n\\\\n'foo 'bar' baz'\\\\n-<p>\\\\u201cfoo \\\\u2018bar\\\\u2019 baz\\\\u201d</p>\\\\n<p>\\\\u2018foo \\\\u2018bar\\\\u2019 baz\\\\u2019</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[100-Quotes at the start/end of the tokens:-\\\"*foo* bar\\\"\\\\n\\\\n\\\"foo *bar*\\\"\\\\n\\\\n\\\"*foo bar*\\\"\\\\n-<p>\\\\u201c<em>foo</em> bar\\\\u201d</p>\\\\n<p>\\\\u201cfoo <em>bar</em>\\\\u201d</p>\\\\n<p>\\\\u201c<em>foo bar</em>\\\\u201d</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[113-Should treat softbreak as a space:-\\\"this\\\"\\\\nand \\\"that\\\".\\\\n\\\\n\\\"this\\\" and\\\\n\\\"that\\\".\\\\n-<p>\\\\u201cthis\\\\u201d\\\\nand \\\\u201cthat\\\\u201d.</p>\\\\n<p>\\\\u201cthis\\\\u201d and\\\\n\\\\u201cthat\\\\u201d.</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[12-Should not overlap quotes:-'foo \\\"bar' baz\\\"\\\\n-<p>\\\\u2018foo &quot;bar\\\\u2019 baz&quot;</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[127-Should treat hardbreak as a space:-\\\"this\\\"\\\\\\\\\\\\nand \\\"that\\\".\\\\n\\\\n\\\"this\\\" and\\\\\\\\\\\\n\\\"that\\\".\\\\n-<p>\\\\u201cthis\\\\u201d<br />\\\\nand \\\\u201cthat\\\\u201d.</p>\\\\n<p>\\\\u201cthis\\\\u201d and<br />\\\\n\\\\u201cthat\\\\u201d.</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[141-Should allow quotes adjacent to other punctuation characters, #643:-The dog---\\\"'man's' best friend\\\"\\\\n-<p>The dog\\\\u2014\\\\u201c\\\\u2018man\\\\u2019s\\\\u2019 best friend\\\\u201d</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[148-Should parse quotes adjacent to code block, #677:-\\\"test `code`\\\"\\\\n\\\\n\\\"`code` test\\\"\\\\n-<p>\\\\u201ctest <code>code</code>\\\\u201d</p>\\\\n<p>\\\\u201c<code>code</code> test\\\\u201d</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[158-Should parse quotes adjacent to inline html, #677:-\\\"test <br>\\\"\\\\n\\\\n\\\"<br> test\\\"\\\\n-<p>\\\\u201ctest <br>\\\\u201d</p>\\\\n<p>\\\\u201c<br> test\\\\u201d</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[168-Should be escapable:-\\\"foo\\\"\\\\n\\\\n\\\\\\\\\\\"foo\\\"\\\\n\\\\n\\\"foo\\\\\\\\\\\"\\\\n-<p>\\\\u201cfoo\\\\u201d</p>\\\\n<p>&quot;foo&quot;</p>\\\\n<p>&quot;foo&quot;</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[181-Should not replace entities:-&quot;foo&quot;\\\\n\\\\n&quot;foo\\\"\\\\n\\\\n\\\"foo&quot;\\\\n-<p>&quot;foo&quot;</p>\\\\n<p>&quot;foo&quot;</p>\\\\n<p>&quot;foo&quot;</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[20-Should match quotes on the same level:-\\\"foo *bar* baz\\\"\\\\n-<p>\\\\u201cfoo <em>bar</em> baz\\\\u201d</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[28-Should handle adjacent nested quotes:-'\\\"double in single\\\"'\\\\n\\\\n\\\"'single in double'\\\"\\\\n-<p>\\\\u2018\\\\u201cdouble in single\\\\u201d\\\\u2019</p>\\\\n<p>\\\\u201c\\\\u2018single in double\\\\u2019\\\\u201d</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[40-Should not match quotes on different levels:-*\\\"foo* bar\\\"\\\\n\\\\n\\\"foo *bar\\\"*\\\\n\\\\n*\\\"foo* bar *baz\\\"*\\\\n-<p><em>&quot;foo</em> bar&quot;</p>\\\\n<p>&quot;foo <em>bar&quot;</em></p>\\\\n<p><em>&quot;foo</em> bar <em>baz&quot;</em></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[53-Smartquotes should not overlap with other tags:-*foo \\\"bar* *baz\\\" quux*\\\\n-<p><em>foo &quot;bar</em> <em>baz&quot; quux</em></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[61-Should try and find matching quote in this case:-\\\"foo \\\"bar 'baz\\\"\\\\n-<p>&quot;foo \\\\u201cbar 'baz\\\\u201d</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[69-Should not touch 'inches' in quotes:-\\\"Monitor 21\\\"\\\" and \\\"Monitor\\\"\\\"\\\\n-<p>\\\\u201cMonitor 21&quot;\\\\u201d and \\\\u201cMonitor\\\\u201d&quot;</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[77-Should render an apostrophe as a rsquo:-This isn't and can't be the best approach to implement this...\\\\n-<p>This isn\\\\u2019t and can\\\\u2019t be the best approach to implement this\\\\u2026</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[85-Apostrophe could end the word, that's why original smartypants replaces all of them as rsquo:-users' stuff\\\\n-<p>users\\\\u2019 stuff</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_smartquotes[93--\\\"(hai)\\\".\\\\n-<p>\\\\u201c(hai)\\\\u201d.</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[0-.-~~Strikeout~~\\\\n-<p><s>Strikeout</s></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[117--a~~\\\"foo\\\"~~\\\\n-<p>a~~&quot;foo&quot;~~</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[12--x ~~foo ~~bar~~~~\\\\n-<p>x <s>foo <s>bar</s></s></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[124-Coverage: single tilde-~a~\\\\n-<p>~a~</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[131-Regression test for #742:--~~~~;~~~~~~\\\\n-<p>-<s><s>;</s></s>~~</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[18--x ~~~~foo~~~~\\\\n-<p>x <s><s>foo</s></s></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[24--x ~~a ~~foo~~~~~~~~~~~bar~~ b~~\\\\n\\\\nx ~~a ~~foo~~~~~~~~~~~~bar~~ b~~\\\\n-<p>x <s>a <s>foo</s></s>~~~<s><s>bar</s> b</s></p>\\\\n<p>x <s>a <s>foo</s></s>~~~~<s><s>bar</s> b</s></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[35-Strikeouts have the same priority as emphases:-**~~test**~~\\\\n\\\\n~~**test~~**\\\\n-<p><strong>~~test</strong>~~</p>\\\\n<p><s>**test</s>**</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[46-Strikeouts have the same priority as emphases with respect to links:-[~~link]()~~\\\\n\\\\n~~[link~~]()\\\\n-<p><a href=\\\"\\\">~~link</a>~~</p>\\\\n<p>~~<a href=\\\"\\\">link~~</a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[57-Strikeouts have the same priority as emphases with respect to backticks:-~~`code~~`\\\\n\\\\n`~~code`~~\\\\n-<p>~~<code>code~~</code></p>\\\\n<p><code>~~code</code>~~</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[6--x ~~~~foo~~ bar~~\\\\n-<p>x <s><s>foo</s> bar</s></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[68-Nested strikeouts:-~~foo ~~bar~~ baz~~\\\\n\\\\n~~f **o ~~o b~~ a** r~~\\\\n-<p><s>foo <s>bar</s> baz</s></p>\\\\n<p><s>f <strong>o <s>o b</s> a</strong> r</s></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[79-Should not have a whitespace between text and \\\"~~\\\":-foo ~~ bar ~~ baz\\\\n-<p>foo ~~ bar ~~ baz</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[87-Should parse strikethrough within link tags:-[~~foo~~]()\\\\n-<p><a href=\\\"\\\"><s>foo</s></a></p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_strikethrough[95-Newline should be considered a whitespace:-~~test\\\\n~~\\\\n\\\\n~~\\\\ntest~~\\\\n\\\\n~~\\\\ntest\\\\n~~\\\\n-<p>~~test\\\\n~~</p>\\\\n<p>~~\\\\ntest~~</p>\\\\n<p>~~\\\\ntest\\\\n~~</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[1-Simple:-| Heading 1 | Heading 2\\\\n| --------- | ---------\\\\n| Cell 1    | Cell 2\\\\n| Cell 3    | Cell 4\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Heading 1</th>\\\\n<th>Heading 2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>Cell 1</td>\\\\n<td>Cell 2</td>\\\\n</tr>\\\\n<tr>\\\\n<td>Cell 3</td>\\\\n<td>Cell 4</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[124-Minimal one-column:-| foo\\\\n|----\\\\n| test2\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>foo</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>test2</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[145-This is parsed as one big table:--   foo|foo\\\\n---|---\\\\nbar|bar\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>-   foo</th>\\\\n<th>foo</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>bar</td>\\\\n<td>bar</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[168-Second line should not contain symbols except \\\"-\\\", \\\":\\\", \\\"|\\\" and \\\" \\\":-foo|foo\\\\n-----|-----s\\\\nbar|bar\\\\n-<p>foo|foo\\\\n-----|-----s\\\\nbar|bar</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[180-Second line should contain \\\"|\\\" symbol:-foo|foo\\\\n-----:-----\\\\nbar|bar\\\\n-<p>foo|foo\\\\n-----:-----\\\\nbar|bar</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[192-Second line should not have empty columns in the middle:-foo|foo\\\\n-----||-----\\\\nbar|bar\\\\n-<p>foo|foo\\\\n-----||-----\\\\nbar|bar</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[204-Wrong alignment symbol position:-foo|foo\\\\n-----|-::-\\\\nbar|bar\\\\n-<p>foo|foo\\\\n-----|-::-\\\\nbar|bar</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[216-Title line should contain \\\"|\\\" symbol:-foo\\\\n-----|-----\\\\nbar|bar\\\\n-<p>foo\\\\n-----|-----\\\\nbar|bar</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[228-Allow tabs as a separator on 2nd line-|\\\\tfoo\\\\t|\\\\tbar\\\\t|\\\\n|\\\\t---\\\\t|\\\\t---\\\\t|\\\\n|\\\\tbaz\\\\t|\\\\tquux\\\\t|\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>foo</th>\\\\n<th>bar</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>baz</td>\\\\n<td>quux</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[251-Should terminate paragraph:-paragraph\\\\nfoo|foo\\\\n---|---\\\\nbar|bar\\\\n-<p>paragraph</p>\\\\n<table>\\\\n<thead>\\\\n<tr>\\\\n<th>foo</th>\\\\n<th>foo</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>bar</td>\\\\n<td>bar</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[276-Table no longer terminated via row without \\\"|\\\" symbol:-foo|foo\\\\n---|---\\\\nparagraph\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>foo</th>\\\\n<th>foo</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>paragraph</td>\\\\n<td></td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[29-Column alignment:-| Header 1 | Header 2 | Header 3 | Header 4 |\\\\n| :------: | -------: | :------- | -------- |\\\\n| Cell 1   | Cell 2   | Cell 3   | Cell 4   |\\\\n| Cell 5   | Cell 6   | Cell 7   | Cell 8   |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th style=\\\"text-align:center\\\">Header 1</th>\\\\n<th style=\\\"text-align:right\\\">Header 2</th>\\\\n<th style=\\\"text-align:left\\\">Header 3</th>\\\\n<th>Header 4</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td style=\\\"text-align:center\\\">Cell 1</td>\\\\n<td style=\\\"text-align:right\\\">Cell 2</td>\\\\n<td style=\\\"text-align:left\\\">Cell 3</td>\\\\n<td>Cell 4</td>\\\\n</tr>\\\\n<tr>\\\\n<td style=\\\"text-align:center\\\">Cell 5</td>\\\\n<td style=\\\"text-align:right\\\">Cell 6</td>\\\\n<td style=\\\"text-align:left\\\">Cell 7</td>\\\\n<td>Cell 8</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[299-Delimiter escaping (deprecated):-| Heading 1 \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\| Heading 2\\\\n| --------- | ---------\\\\n| Cell\\\\\\\\|1\\\\\\\\|| Cell\\\\\\\\|2\\\\n\\\\\\\\| Cell\\\\\\\\\\\\\\\\\\\\\\\\|3 \\\\\\\\\\\\\\\\| Cell\\\\\\\\|4\\\\n-<p>| Heading 1 \\\\\\\\\\\\\\\\| Heading 2\\\\n| --------- | ---------\\\\n| Cell|1|| Cell|2\\\\n| Cell\\\\\\\\|3 \\\\\\\\| Cell|4</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[312-Pipes inside backticks DO split cells, unless `\\\\\\\\` escaped:-| Heading 1 | Heading 2\\\\n| --------- | ---------\\\\n| `Cell\\\\\\\\|1` | Cell 2\\\\n| `Cell|3` | Cell 4\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Heading 1</th>\\\\n<th>Heading 2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td><code>Cell|1</code></td>\\\\n<td>Cell 2</td>\\\\n</tr>\\\\n<tr>\\\\n<td>`Cell</td>\\\\n<td>3`</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[339-Unclosed backticks don't count-| Heading 1 | Heading 2\\\\n| --------- | ---------\\\\n| Cell 1 | Cell 2\\\\n| `Cell 3| Cell 4\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Heading 1</th>\\\\n<th>Heading 2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>Cell 1</td>\\\\n<td>Cell 2</td>\\\\n</tr>\\\\n<tr>\\\\n<td>`Cell 3</td>\\\\n<td>Cell 4</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[366-Another complicated backticks case-| Heading 1 | Heading 2\\\\n| --------- | ---------\\\\n| Cell 1 | Cell 2\\\\n| \\\\\\\\\\\\\\\\\\\\\\\\`|\\\\\\\\\\\\\\\\\\\\\\\\`\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Heading 1</th>\\\\n<th>Heading 2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>Cell 1</td>\\\\n<td>Cell 2</td>\\\\n</tr>\\\\n<tr>\\\\n<td>\\\\\\\\`</td>\\\\n<td>\\\\\\\\`</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[393-`\\\\\\\\` in tables should not count as escaped backtick-# | 1 | 2\\\\n--|--|--\\\\nx | `\\\\\\\\` | `x`\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>#</th>\\\\n<th>1</th>\\\\n<th>2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>x</td>\\\\n<td><code>\\\\\\\\</code></td>\\\\n<td><code>x</code></td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[417-Tables should handle escaped backticks-# | 1 | 2\\\\n--|--|--\\\\nx | \\\\\\\\`\\\\\\\\` | `x`\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>#</th>\\\\n<th>1</th>\\\\n<th>2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>x</td>\\\\n<td>``</td>\\\\n<td><code>x</code></td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[442-An amount of rows might be different across table (issue #171), but header and alignment rows must be equal (#697):-| 1 | 2 |\\\\n| :-----: |  :-----: |\\\\n| 3 | 4 | 5 | 6 |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th style=\\\"text-align:center\\\">1</th>\\\\n<th style=\\\"text-align:center\\\">2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td style=\\\"text-align:center\\\">3</td>\\\\n<td style=\\\"text-align:center\\\">4</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[465-An amount of rows might be different across the table #2:-| 1 | 2 | 3 | 4 |\\\\n| :-----: |  :-----: |  :-----: |  :-----: |\\\\n| 5 | 6 |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th style=\\\"text-align:center\\\">1</th>\\\\n<th style=\\\"text-align:center\\\">2</th>\\\\n<th style=\\\"text-align:center\\\">3</th>\\\\n<th style=\\\"text-align:center\\\">4</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td style=\\\"text-align:center\\\">5</td>\\\\n<td style=\\\"text-align:center\\\">6</td>\\\\n<td style=\\\"text-align:center\\\"></td>\\\\n<td style=\\\"text-align:center\\\"></td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[492-Allow one-column tables (issue #171):-| foo |\\\\n:-----:\\\\n| bar |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th style=\\\"text-align:center\\\">foo</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td style=\\\"text-align:center\\\">bar</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[513-Allow indented tables (issue #325):-  | Col1a | Col2a |\\\\n  | ----- | ----- |\\\\n  | Col1b | Col2b |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Col1a</th>\\\\n<th>Col2a</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>Col1b</td>\\\\n<td>Col2b</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[536-Tables should not be indented more than 4 spaces (1st line):-    | Col1a | Col2a |\\\\n  | ----- | ----- |\\\\n  | Col1b | Col2b |\\\\n-<pre><code>| Col1a | Col2a |\\\\n</code></pre>\\\\n<p>| ----- | ----- |\\\\n| Col1b | Col2b |</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[549-Tables should not be indented more than 4 spaces (2nd line):-  | Col1a | Col2a |\\\\n    | ----- | ----- |\\\\n  | Col1b | Col2b |\\\\n-<p>| Col1a | Col2a |\\\\n| ----- | ----- |\\\\n| Col1b | Col2b |</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[561-Tables should not be indented more than 4 spaces (3rd line):-  | Col1a | Col2a |\\\\n  | ----- | ----- |\\\\n    | Col1b | Col2b |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Col1a</th>\\\\n<th>Col2a</th>\\\\n</tr>\\\\n</thead>\\\\n</table>\\\\n<pre><code>| Col1b | Col2b |\\\\n</code></pre>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[580-Allow tables with empty body:-  | Col1a | Col2a |\\\\n  | ----- | ----- |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Col1a</th>\\\\n<th>Col2a</th>\\\\n</tr>\\\\n</thead>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[596-Align row should be at least as large as any actual rows:-Col1a | Col1b | Col1c\\\\n----- | -----\\\\nCol2a | Col2b | Col2c\\\\n-<p>Col1a | Col1b | Col1c\\\\n----- | -----\\\\nCol2a | Col2b | Col2c</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[607-Escaped pipes inside backticks don't split cells:-| Heading 1 | Heading 2\\\\n| --------- | ---------\\\\n| Cell 1 | Cell 2\\\\n| `Cell 3\\\\\\\\|` | Cell 4\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Heading 1</th>\\\\n<th>Heading 2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>Cell 1</td>\\\\n<td>Cell 2</td>\\\\n</tr>\\\\n<tr>\\\\n<td><code>Cell 3|</code></td>\\\\n<td>Cell 4</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[63-Nested emphases:-Header 1|Header 2|Header 3|Header 4\\\\n:-------|:------:|-------:|--------\\\\nCell 1  |Cell 2  |Cell 3  |Cell 4\\\\n*Cell 5*|Cell 6  |Cell 7  |Cell 8\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th style=\\\"text-align:left\\\">Header 1</th>\\\\n<th style=\\\"text-align:center\\\">Header 2</th>\\\\n<th style=\\\"text-align:right\\\">Header 3</th>\\\\n<th>Header 4</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td style=\\\"text-align:left\\\">Cell 1</td>\\\\n<td style=\\\"text-align:center\\\">Cell 2</td>\\\\n<td style=\\\"text-align:right\\\">Cell 3</td>\\\\n<td>Cell 4</td>\\\\n</tr>\\\\n<tr>\\\\n<td style=\\\"text-align:left\\\"><em>Cell 5</em></td>\\\\n<td style=\\\"text-align:center\\\">Cell 6</td>\\\\n<td style=\\\"text-align:right\\\">Cell 7</td>\\\\n<td>Cell 8</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[634-Escape before escaped Pipes inside backticks don't split cells:-| Heading 1 | Heading 2\\\\n| --------- | ---------\\\\n| Cell 1 | Cell 2\\\\n| `Cell 3\\\\\\\\\\\\\\\\|` | Cell 4\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Heading 1</th>\\\\n<th>Heading 2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>Cell 1</td>\\\\n<td>Cell 2</td>\\\\n</tr>\\\\n<tr>\\\\n<td><code>Cell 3\\\\\\\\|</code></td>\\\\n<td>Cell 4</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[661-Regression test for #721, table in a list indented with tabs:-- Level 1\\\\n\\\\n\\\\t- Level 2\\\\n\\\\n\\\\t\\\\t| Column 1 | Column 2 |\\\\n\\\\t\\\\t| -------- | -------- |\\\\n\\\\t\\\\t| abcdefgh | ijklmnop |\\\\n-<ul>\\\\n<li>\\\\n<p>Level 1</p>\\\\n<ul>\\\\n<li>\\\\n<p>Level 2</p>\\\\n<table>\\\\n<thead>\\\\n<tr>\\\\n<th>Column 1</th>\\\\n<th>Column 2</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>abcdefgh</td>\\\\n<td>ijklmnop</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n</li>\\\\n</ul>\\\\n</li>\\\\n</ul>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[697-Table without any columns is not a table, #724-|\\\\n|\\\\n|\\\\n-<p>|\\\\n|\\\\n|</p>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[708-GFM 4.10 Tables (extension), Example 198-| foo | bar |\\\\n| --- | --- |\\\\n| baz | bim |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>foo</th>\\\\n<th>bar</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>baz</td>\\\\n<td>bim</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[730-GFM 4.10 Tables (extension), Example 199-| abc | defghi |\\\\n:-: | -----------:\\\\nbar | baz\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th style=\\\"text-align:center\\\">abc</th>\\\\n<th style=\\\"text-align:right\\\">defghi</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td style=\\\"text-align:center\\\">bar</td>\\\\n<td style=\\\"text-align:right\\\">baz</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[752-GFM 4.10 Tables (extension), Example 200-| f\\\\\\\\|oo  |\\\\n| ------ |\\\\n| b `\\\\\\\\|` az |\\\\n| b **\\\\\\\\|** im |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>f|oo</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>b <code>|</code> az</td>\\\\n</tr>\\\\n<tr>\\\\n<td>b <strong>|</strong> im</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[776-GFM 4.10 Tables (extension), Example 201-| abc | def |\\\\n| --- | --- |\\\\n| bar | baz |\\\\n> 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|\\\\n| bar | baz | boo |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>abc</th>\\\\n<th>def</th>\\\\n</tr>\\\\n</thead>\\\\n<tbody>\\\\n<tr>\\\\n<td>bar</td>\\\\n<td></td>\\\\n</tr>\\\\n<tr>\\\\n<td>bar</td>\\\\n<td>baz</td>\\\\n</tr>\\\\n</tbody>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[870-GFM 4.10 Tables (extension), Example 205-| abc | def |\\\\n| --- | --- |\\\\n-<table>\\\\n<thead>\\\\n<tr>\\\\n<th>abc</th>\\\\n<th>def</th>\\\\n</tr>\\\\n</thead>\\\\n</table>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[885-A list takes precedence in case of ambiguity-a | b\\\\n- | -\\\\n1 | 2\\\\n-<p>a | b</p>\\\\n<ul>\\\\n<li>| -\\\\n1 | 2</li>\\\\n</ul>\\\\n]\",\n+  \"tests/test_port/test_fixtures.py::test_table[97-Nested tables inside blockquotes:-> foo|foo\\\\n> ---|---\\\\n> 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0\nHcmV?d00001\n\ndiff --git a/markdown_it/parser_inline.py b/markdown_it/parser_inline.py\nindex 26ec2e6..20ab591 100644\n--- a/markdown_it/parser_inline.py\n+++ b/markdown_it/parser_inline.py\n@@ -52,6 +52,35 @@ _rules2: list[tuple[str, RuleFuncInline2Type]] = [\n ]\n \n \n+import re\n+\n+_DEFAULT_TERMINATORS = {\n+    \"\\n\",\n+    \"!\",\n+    \"#\",\n+    \"$\",\n+    \"%\",\n+    \"&\",\n+    \"*\",\n+    \"+\",\n+    \"-\",\n+    \":\",\n+    \"<\",\n+    \"=\",\n+    \">\",\n+    \"@\",\n+    \"[\",\n+    \"\\\\\",\n+    \"]\",\n+    \"^\",\n+    \"_\",\n+    \"`\",\n+    \"{\",\n+    \"}\",\n+    \"~\",\n+}\n+\n+\n class ParserInline:\n     def __init__(self) -> None:\n         self.ruler = Ruler[RuleFuncInlineType]()\n@@ -61,8 +90,24 @@ class ParserInline:\n         self.ruler2 = Ruler[RuleFuncInline2Type]()\n         for name, rule2 in _rules2:\n             self.ruler2.push(name, rule2)\n+        self._terminator_chars: set[str] = set(_DEFAULT_TERMINATORS)\n+        self._terminator_re: re.Pattern[str] | None = None\n+\n+    def add_terminator_char(self, ch: str) -> None:\n+        \"\"\"Register a character that stops the text rule, allowing inline rules to fire.\"\"\"\n+        self._terminator_chars.add(ch)\n+        self._terminator_re = None  # invalidate cached regex\n+\n+    @property\n+    def terminator_re(self) -> re.Pattern[str]:\n+        if self._terminator_re is None:\n+            self._terminator_re = re.compile(\n+                \"[\" + re.escape(\"\".join(sorted(self._terminator_chars))) + \"]\"\n+            )\n+        return self._terminator_re\n \n     def skipToken(self, state: StateInline) -> None:\n+\n         \"\"\"Skip single token by running all rules in validation mode;\n         returns `True` if any rule reported success\n         \"\"\"\ndiff --git a/markdown_it/presets/__pycache__/__init__.cpython-313.pyc b/markdown_it/presets/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 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0\nHcmV?d00001\n\ndiff --git a/markdown_it/rules_inline/text.py b/markdown_it/rules_inline/text.py\nindex 18b2fcc..41c28b3 100644\n--- a/markdown_it/rules_inline/text.py\n+++ b/markdown_it/rules_inline/text.py\n@@ -12,43 +12,15 @@ from .state_inline import StateInline\n # http://spec.commonmark.org/0.15/#ascii-punctuation-character\n \n \n-_TerminatorChars = {\n-    \"\\n\",\n-    \"!\",\n-    \"#\",\n-    \"$\",\n-    \"%\",\n-    \"&\",\n-    \"*\",\n-    \"+\",\n-    \"-\",\n-    \":\",\n-    \"<\",\n-    \"=\",\n-    \">\",\n-    \"@\",\n-    \"[\",\n-    \"\\\\\",\n-    \"]\",\n-    \"^\",\n-    \"_\",\n-    \"`\",\n-    \"{\",\n-    \"}\",\n-    \"~\",\n-}\n-\n-\n-@functools.cache\n-def _terminator_char_regex() -> re.Pattern[str]:\n-    return re.compile(\"[\" + re.escape(\"\".join(_TerminatorChars)) + \"]\")\n+\n+def text(state: StateInline, silent: bool) -> bool:\n \n \n def text(state: StateInline, silent: bool) -> bool:\n     pos = state.pos\n     posMax = state.posMax\n \n-    terminator_char = _terminator_char_regex().search(state.src, pos)\n+    terminator_char = state.md.inline.terminator_re.search(state.src, pos)\n     pos = terminator_char.start() if terminator_char else posMax\n \n     if pos == state.pos:\ndiff --git a/tests/__pycache__/__init__.cpython-313.pyc b/tests/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..3ccddec7e8bf4071c510400dd4d5b9fdf246f24f\nGIT binary patch\nliteral 160\nzcmey&%ge<81kz!@GePuY5CH>>P{wB#AY&>+I)f&o-%5reCLr%KNa~ioeo1bDe!59~\nzZeme(N`85sZf1#YL1nzLrD1$pPGy;)QCWq4d45rLaY15os(wjoaY?a$e0*kJW=VX!\njUP0w84x8Nkl+v73yCPPgc_90WL5z>gjEsy$%s>_ZI$<Xg\n\nliteral 0\nHcmV?d00001\n\ndiff --git a/tests/__pycache__/test_cli.cpython-313-pytest-9.1.1.pyc b/tests/__pycache__/test_cli.cpython-313-pytest-9.1.1.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..f8c78a2f7f2e2b24c95d24e3e608719d4938f848\nGIT binary patch\nliteral 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diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_391__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_391__s0.official.json
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+}
\ No newline at end of file
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b/reproduce_bug.py\n@@ -0,0 +1,19 @@\n+from markdown_it import MarkdownIt\n+\n+print(\"Testing html_block.py reproduction...\")\n+try:\n+    MarkdownIt().enable(\"table\").parse(\"> | a | b |\\n> |---|---|\\n>\")\n+    print(\"html_block.py test passed (no IndexError)\")\n+except IndexError as e:\n+    print(f\"html_block.py test failed: {e}\")\n+except Exception as e:\n+    print(f\"html_block.py test failed with unexpected exception: {type(e).__name__}: {e}\")\n+\n+print(\"\\nTesting heading.py reproduction...\")\n+try:\n+    MarkdownIt(\"commonmark\", {\"html\": False}).enable(\"table\").parse(\"> | a | b |\\n> |---|---|\\n>\")\n+    print(\"heading.py test passed (no IndexError)\")\n+except IndexError as e:\n+    print(f\"heading.py test failed: {e}\")\n+except Exception as e:\n+    print(f\"heading.py test failed with unexpected exception: {type(e).__name__}: {e}\")\n",
+ "applied": true,
+ "f2p_passed": 2,
+ "f2p_total": 2,
+ "p2p_passed": 3,
+ "p2p_total": 3,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 491.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_416__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_416__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..db18e149a4888391c68e7266a5bc0ac1a0ef37df
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_416__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "markdown-it-py_416",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "5 passed in 0.05s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_425__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_425__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..78891af9ff0169d9b1d450a1106bbb9584b4b43f
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_425__s0.json
@@ -0,0 +1,27 @@
+{
+ "instance_id": "markdown-it-py_425",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 29,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 165066,
+  "completion_tokens": 16227
+ },
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0\nHcmV?d00001\n\ndiff --git a/markdown_it/rules_inline/__pycache__/text.cpython-313.pyc b/markdown_it/rules_inline/__pycache__/text.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..561979f1a0f0a0133813f18a0278c00902d9b2f2\nGIT binary patch\nliteral 981\nzcmZ`&&r91-9DgrKV@>VqFS@Zg>|m4S-~zK{Dq|Nx&@qL^fI=a}G_=t+2`?$y(|Xup\nzo}349J55j9Zaccu_9v_;w7kP83<kRi#rwXmO;yl+A>a4;e%?3V_x-+4(vHU^1ja2K\nzZKOGbezTxwVhGw30QQlJRQwVxVuDjh<#Jf%bDS#VxU{H7?xGEW@C8xs`->r2#x$k|\nzMqn*CCEKxR#Ag8&eY<2i0TqcARET53ffp75#KY6hLxFvyq3p%hC2%<4uf7#-IXv*f\nzWnK?udn5D+ShLY9K?t+4>l{=ZxPj#|;rWiB36H}BV-O)t$R@7mXF_TjYrMm)rf!;Q\nzb`>E5rY>L&_bTQAKnFwDEB>di8}Ccw1e9TdfThrCs?>$x3!Ka^&9BJ)l=obpir`)u\nz+mtKksc3gaiw71d+l~>qL?=u<%OGZv@;)&;f|7vVGCa?6@;Y<2Q;;Ksi9nc^gk3Y~\nz2S*cE3YkTN_-sGLj4mlb*;5K>y=;)pyu0O0+QFn()zeQidZp@T%<1(RWy>X-zGs-0\nz(#z8AKp~Zq<?G#EmB88#o_JL%FhEA2K0Drj4X%coQes!$k!y3!`0#FSCs&(qCGQ;+\nz_lgJZp4&)H)ss_=<ZL}Tdz|?`^KIsbd6HbLE&qCyeycR3@wzmADm^%!sLi$dq+NT*\nzKIyyNOpN}C4K<_jMs%zm9eb~RT>G$gSou^vs(zjNdH>mIbh<S-@@AnGOSGW{v?L33\nzpz{xe4HNdMQ(@h8OPy}NATkOJ8D@0!dD+dwbT7yq2$_8TLvUw2#`s)Bc;ZY-;K6sX\nRGX%@wN@w|;KW9;=%0DT4$u<B0\n\nliteral 0\nHcmV?d00001\n\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..1858813\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,11 @@\n+from markdown_it import MarkdownIt\n+\n+md = MarkdownIt()\n+contents = [\"foo\\\\\\n\", \"baz\\n\"]\n+text = \"\\n\".join(contents)\n+print(f\"Joined with newline: {repr(text)}\")\n+print(f\"Rendered: {repr(md.render(text))}\")\n+\n+text2 = \"\".join(contents)\n+print(f\"Joined with empty string: {repr(text2)}\")\n+print(f\"Rendered: {repr(md.render(text2))}\")\n",
+ "applied": true,
+ "f2p_passed": 2,
+ "f2p_total": 5,
+ "p2p_passed": 12,
+ "p2p_total": 12,
+ "f2p_failed": [
+  "tests.test_cli::test_tables[True-files]",
+  "tests.test_cli::test_tables[True-interactive]",
+  "tests.test_cli::test_tables[True-stdin]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1211.2
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_425__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_425__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..25a78eaff5f778464a70c95cc90e80ca30574414
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/markdown-it-py_425__s0.official.json
@@ -0,0 +1,16 @@
+{
+ "instance_id": "markdown-it-py_425",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "3 failed, 14 passed in 0.30s",
+  "failed": [
+   "tests/test_cli.py::test_tables[True-files]",
+   "tests/test_cli.py::test_tables[True-stdin]",
+   "tests/test_cli.py::test_tables[True-interactive]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2799__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2799__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..e709e99273bf6a624f7e44f8c4ae2124ff32d4b5
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2799__s0.json
@@ -0,0 +1,132 @@
+{
+ "instance_id": "marshmallow_2799",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 39,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 518557,
+  "completion_tokens": 20007
+ },
+ "patch": "diff --git a/src/marshmallow/fields.py b/src/marshmallow/fields.py\nindex fe8a868..e68e09c 100644\n--- a/src/marshmallow/fields.py\n+++ b/src/marshmallow/fields.py\n@@ -94,6 +94,10 @@ class _BaseFieldKwargs(typing.TypedDict, total=False):\n     allow_none: bool | None\n     load_only: bool\n     dump_only: bool\n+    pre_load: typing.Iterable[typing.Callable] | typing.Callable | None\n+    post_load: typing.Iterable[typing.Callable] | typing.Callable | None\n+    pre_dump: typing.Iterable[typing.Callable] | typing.Callable | None\n+    post_dump: typing.Iterable[typing.Callable] | typing.Callable | None\n     error_messages: types.ErrorMessages | None\n     metadata: typing.Mapping[str, typing.Any] | None\n \n@@ -188,7 +192,10 @@ class Field(typing.Generic[_InternalT]):\n         load_only: bool = False,\n         dump_only: bool = False,\n         error_messages: types.ErrorMessages | None = None,\n-        metadata: typing.Mapping[str, typing.Any] | None = None,\n+        pre_load: typing.Iterable[typing.Callable] | typing.Callable | None = None,\n+    post_load: typing.Iterable[typing.Callable] | typing.Callable | None = None,\n+    pre_dump: typing.Iterable[typing.Callable] | typing.Callable | None = None,\n+    post_dump: typing.Iterable[typing.Callable] | typing.Callable | None = None,\n     ) -> None:\n         self.dump_default = dump_default\n         self.load_default = load_default\n@@ -217,6 +224,10 @@ class Field(typing.Generic[_InternalT]):\n             raise ValueError(\"'load_default' must not be set for required fields.\")\n         self.required = required\n \n+        self.pre_load = pre_load\n+        self.post_load = post_load\n+        self.pre_dump = pre_dump\n+        self.post_dump = post_dump\n         metadata = metadata or {}\n         self.metadata = metadata\n         # Collect default error message from self and parent classes\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 11,
+ "p2p_passed": 0,
+ "p2p_total": 96,
+ "f2p_failed": [
+  "tests.test_fields.TestFieldPreAndPostLoad::test_field_post_load",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_field_post_load_multiple",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_field_post_load_not_called_with_none_input_when_not_allowed",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_field_post_load_validation_error",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_field_pre_and_post_load",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_field_pre_load",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_field_pre_load_multiple",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_field_pre_load_none",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_field_pre_load_validation_error",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_invalid_type_passed_to_post_load",
+  "tests.test_fields.TestFieldPreAndPostLoad::test_invalid_type_passed_to_pre_load"
+ ],
+ "p2p_failed": [
+  "tests.test_fields.TestAbstractBaseFields::test_custom_mapping_subclass",
+  "tests.test_fields.TestAbstractBaseFields::test_custom_number_subclass",
+  "tests.test_fields.TestAbstractBaseFields::test_mapping_cannot_be_instantiated",
+  "tests.test_fields.TestAbstractBaseFields::test_number_cannot_be_instantiated",
+  "tests.test_fields.TestDictNested::test_dict_nested_only_and_exclude_merged_with_nested[exclude-expected1]",
+  "tests.test_fields.TestDictNested::test_dict_nested_only_and_exclude_merged_with_nested[only-expected0]",
+  "tests.test_fields.TestDictNested::test_dict_nested_only_exclude_dump_only_load_only_propagated_to_nested[dump_only]",
+  "tests.test_fields.TestDictNested::test_dict_nested_only_exclude_dump_only_load_only_propagated_to_nested[exclude]",
+  "tests.test_fields.TestDictNested::test_dict_nested_only_exclude_dump_only_load_only_propagated_to_nested[load_only]",
+  "tests.test_fields.TestDictNested::test_dict_nested_only_exclude_dump_only_load_only_propagated_to_nested[only]",
+  "tests.test_fields.TestDictNested::test_dict_nested_partial_propagated_to_nested",
+  "tests.test_fields.TestErrorMessages::test_default_error_messages_get_merged_with_parent_error_messages",
+  "tests.test_fields.TestErrorMessages::test_default_error_messages_get_merged_with_parent_error_messages_cstm_msg",
+  "tests.test_fields.TestErrorMessages::test_make_error[custom-Custom error message.]",
+  "tests.test_fields.TestErrorMessages::test_make_error[null-Field may not be null.]",
+  "tests.test_fields.TestErrorMessages::test_make_error[required-Missing data for required field.]",
+  "tests.test_fields.TestErrorMessages::test_make_error[validator_failed-Invalid value.]",
+  "tests.test_fields.TestErrorMessages::test_make_error_key_doesnt_exist",
+  "tests.test_fields.TestField::test_custom_field_follows_data_key_if_set",
+  "tests.test_fields.TestField::test_custom_field_receives_attr_and_obj",
+  "tests.test_fields.TestField::test_custom_field_receives_data_key_if_set",
+  "tests.test_fields.TestField::test_error_raised_if_missing_is_set_on_required_field",
+  "tests.test_fields.TestField::test_error_raised_if_uncallable_validator_passed",
+  "tests.test_fields.TestField::test_repr",
+  "tests.test_fields.TestListNested::test_list_nested_class_multiple_dumps",
+  "tests.test_fields.TestListNested::test_list_nested_class_only_and_exclude_merged_with_nested[exclude-expected_attribute1-expected_dump1]",
+  "tests.test_fields.TestListNested::test_list_nested_class_only_and_exclude_merged_with_nested[only-expected_attribute0-expected_dump0]",
+  "tests.test_fields.TestListNested::test_list_nested_instance_multiple_dumps",
+  "tests.test_fields.TestListNested::test_list_nested_instance_only_and_exclude_merged_with_nested[exclude-expected_attribute1-expected_dump1]",
+  "tests.test_fields.TestListNested::test_list_nested_instance_only_and_exclude_merged_with_nested[only-expected_attribute0-expected_dump0]",
+  "tests.test_fields.TestListNested::test_list_nested_lambda_only_and_exclude_merged_with_nested[exclude-expected_attribute1-expected_dump1]",
+  "tests.test_fields.TestListNested::test_list_nested_lambda_only_and_exclude_merged_with_nested[only-expected_attribute0-expected_dump0]",
+  "tests.test_fields.TestListNested::test_list_nested_only_exclude_dump_only_load_only_propagated_to_nested[dump_only]",
+  "tests.test_fields.TestListNested::test_list_nested_only_exclude_dump_only_load_only_propagated_to_nested[exclude]",
+  "tests.test_fields.TestListNested::test_list_nested_only_exclude_dump_only_load_only_propagated_to_nested[load_only]",
+  "tests.test_fields.TestListNested::test_list_nested_only_exclude_dump_only_load_only_propagated_to_nested[only]",
+  "tests.test_fields.TestListNested::test_list_nested_partial_propagated_to_nested",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[Boolean]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[DateTime]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[Date]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[Decimal]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[Dict]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[Email]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[FieldClass19]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[FieldClass20]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[FieldClass21]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[Float]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[IPInterface]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[IP]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[IPv4Interface]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[IPv4]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[IPv6Interface]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[IPv6]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[Integer]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[String]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[TimeDelta]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[Time]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[UUID]",
+  "tests.test_fields.TestMetadata::test_extra_metadata_may_be_added_to_field[Url]",
+  "tests.test_fields.TestNestedField::test_nested_instantiation_from_dict[<lambda>]",
+  "tests.test_fields.TestNestedField::test_nested_instantiation_from_dict[nested_value0]",
+  "tests.test_fields.TestNestedField::test_nested_only_and_exclude_as_string[exclude]",
+  "tests.test_fields.TestNestedField::test_nested_only_and_exclude_as_string[only]",
+  "tests.test_fields.TestNestedField::test_nested_schema_only_and_exclude[exclude-fields_list1]",
+  "tests.test_fields.TestNestedField::test_nested_schema_only_and_exclude[only-fields_list0]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[None-exclude]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[None-include]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[None-raise]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[exclude-exclude]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[exclude-include]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[exclude-raise]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[include-exclude]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[include-include]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[include-raise]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[raise-exclude]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[raise-include]",
+  "tests.test_fields.TestNestedField::test_nested_unknown_override[raise-raise]",
+  "tests.test_fields.TestParentAndName::test_datetime_list_inner_format",
+  "tests.test_fields.TestParentAndName::test_dict_root_inheritance",
+  "tests.test_fields.TestParentAndName::test_field_named_parent_has_root",
+  "tests.test_fields.TestParentAndName::test_list_field_inner_parent_and_name",
+  "tests.test_fields.TestParentAndName::test_list_field_inner_root",
+  "tests.test_fields.TestParentAndName::test_list_root_inheritance",
+  "tests.test_fields.TestParentAndName::test_mapping_field_inner_parent_and_name",
+  "tests.test_fields.TestParentAndName::test_simple_field_parent_and_name",
+  "tests.test_fields.TestParentAndName::test_simple_field_root",
+  "tests.test_fields.TestParentAndName::test_tuple_field_inner_parent_and_name",
+  "tests.test_fields.TestParentAndName::test_tuple_field_inner_root",
+  "tests.test_fields.TestParentAndName::test_unbound_field_root_returns_none",
+  "tests.test_fields.TestTupleNested::test_tuple_nested_only_exclude_dump_only_load_only_propagated_to_nested[dump_only]",
+  "tests.test_fields.TestTupleNested::test_tuple_nested_only_exclude_dump_only_load_only_propagated_to_nested[load_only]",
+  "tests.test_fields.TestTupleNested::test_tuple_nested_partial_propagated_to_nested",
+  "tests.test_fields::test_field_aliases[Boolean-Boolean]",
+  "tests.test_fields::test_field_aliases[Integer-Integer]",
+  "tests.test_fields::test_field_aliases[String-String]",
+  "tests.test_fields::test_field_aliases[Url-Url]"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1229.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2799__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2799__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0b23133d812994aaeb07c504834917640c461c7
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2799__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "marshmallow_2799",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 4,
+  "reason": null,
+  "summary": "",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2874__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2874__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..8463bd2a025b17c66447c7962173bdf43a4e1d35
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2874__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "marshmallow_2874",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 13,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 44082,
+  "completion_tokens": 4938
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..0b8ecc5\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,192 @@\n+[\n+  \"tests/test_validate.py::test_and\",\n+  \"tests/test_validate.py::test_contains_only_in_string\",\n+  \"tests/test_validate.py::test_contains_only_unhashable_types\",\n+  \"tests/test_validate.py::test_containsnoneof_custom_message\",\n+  \"tests/test_validate.py::test_containsnoneof_error_message\",\n+  \"tests/test_validate.py::test_containsnoneof_in_list\",\n+  \"tests/test_validate.py::test_containsnoneof_in_string\",\n+  \"tests/test_validate.py::test_containsnoneof_in_tuple\",\n+  \"tests/test_validate.py::test_containsnoneof_mixing_types\",\n+  \"tests/test_validate.py::test_containsnoneof_unhashable_types\",\n+  \"tests/test_validate.py::test_containsonly_custom_message\",\n+  \"tests/test_validate.py::test_containsonly_in_list\",\n+  \"tests/test_validate.py::test_containsonly_in_tuple\",\n+  \"tests/test_validate.py::test_containsonly_repr\",\n+  \"tests/test_validate.py::test_email_custom_message\",\n+  \"tests/test_validate.py::test_email_invalid[\\\" \\\"@example.org]\",\n+  \"tests/test_validate.py::test_email_invalid[\\\"much.more unusual\\\"@example.com]\",\n+  \"tests/test_validate.py::test_email_invalid[\\\"very.(),:;<>[]\\\".VERY.\\\"very@\\\\\\\\ \\\"very\\\".unusual\\\"@strange.example.com]\",\n+  \"tests/test_validate.py::test_email_invalid[@nouser.com]\",\n+  \"tests/test_validate.py::test_email_invalid[NiCeAnDsImPlE@eXaMpLe.CoM\\\\n]\",\n+  \"tests/test_validate.py::test_email_invalid[None]\",\n+  \"tests/test_validate.py::test_email_invalid[]\",\n+  \"tests/test_validate.py::test_email_invalid[a\\\"b(c)d,e:f;g<h>i[j\\\\\\\\k]l@example.com]\",\n+  \"tests/test_validate.py::test_email_invalid[example.com]\",\n+  \"tests/test_validate.py::test_email_invalid[just\\\"not\\\"right@example.com]\",\n+  \"tests/test_validate.py::test_email_invalid[niceandsimple\\\\n@example.com]\",\n+  \"tests/test_validate.py::test_email_invalid[this is\\\"not\\\\x07llowed@example.com]\",\n+  \"tests/test_validate.py::test_email_invalid[this\\\\\\\\ still\\\\\\\\\\\"not\\\\\\\\\\\\\\\\allowed@example.com]\",\n+  \"tests/test_validate.py::test_email_invalid[user@example]\",\n+  \"tests/test_validate.py::test_email_invalid[user]\",\n+  \"tests/test_validate.py::test_email_repr\",\n+  \"tests/test_validate.py::test_email_valid[!#$%&'*+-/=?^_`{}|~@example.org]\",\n+  \"tests/test_validate.py::test_email_valid[\\\"very.unusual.@.unusual.com\\\"@example.com]\",\n+  \"tests/test_validate.py::test_email_valid[NiCeAnDsImPlE@eXaMpLe.CoM]\",\n+  \"tests/test_validate.py::test_email_valid[\\\\u03b4\\\\u03bf\\\\u03ba.\\\\u03b9\\\\u03bc\\\\u03ae@\\\\u03c0\\\\u03b1\\\\u03c1\\\\u03ac\\\\u03b4\\\\u03b5\\\\u03b9\\\\u03b3\\\\u03bc\\\\u03b1.\\\\u03b4\\\\u03bf\\\\u03ba\\\\u03b9\\\\u03bc\\\\u03ae]\",\n+  \"tests/test_validate.py::test_email_valid[a.little.lengthy.but.fine@a.iana-servers.net]\",\n+  \"tests/test_validate.py::test_email_valid[disposable.style.email.with+symbol@example.com]\",\n+  \"tests/test_validate.py::test_email_valid[jos\\\\xe9@blah.com]\",\n+  \"tests/test_validate.py::test_email_valid[niceandsimple@[64.233.160.0]]\",\n+  \"tests/test_validate.py::test_email_valid[niceandsimple@example.com]\",\n+  \"tests/test_validate.py::test_email_valid[niceandsimple@localhost]\",\n+  \"tests/test_validate.py::test_email_valid[very.common@example.com]\",\n+  \"tests/test_validate.py::test_equal\",\n+  \"tests/test_validate.py::test_equal_custom_message\",\n+  \"tests/test_validate.py::test_equal_repr\",\n+  \"tests/test_validate.py::test_length_custom_message\",\n+  \"tests/test_validate.py::test_length_equal\",\n+  \"tests/test_validate.py::test_length_max\",\n+  \"tests/test_validate.py::test_length_min\",\n+  \"tests/test_validate.py::test_length_repr\",\n+  \"tests/test_validate.py::test_noneof\",\n+  \"tests/test_validate.py::test_noneof_custom_message\",\n+  \"tests/test_validate.py::test_noneof_repr\",\n+  \"tests/test_validate.py::test_oneof\",\n+  \"tests/test_validate.py::test_oneof_custom_message\",\n+  \"tests/test_validate.py::test_oneof_options\",\n+  \"tests/test_validate.py::test_oneof_repr\",\n+  \"tests/test_validate.py::test_oneof_text\",\n+  \"tests/test_validate.py::test_predicate\",\n+  \"tests/test_validate.py::test_predicate_custom_message\",\n+  \"tests/test_validate.py::test_predicate_repr\",\n+  \"tests/test_validate.py::test_range_custom_message\",\n+  \"tests/test_validate.py::test_range_max\",\n+  \"tests/test_validate.py::test_range_min\",\n+  \"tests/test_validate.py::test_range_repr\",\n+  \"tests/test_validate.py::test_regexp_compile\",\n+  \"tests/test_validate.py::test_regexp_custom_message\",\n+  \"tests/test_validate.py::test_regexp_repr\",\n+  \"tests/test_validate.py::test_regexp_str\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[ ]\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[../icons/logo.gif]\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[..]\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[/]\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[None]\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[]\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[abc]\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[foo://example.org]\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[ftp:///example.com/]\",\n+  \"tests/test_validate.py::test_url_absolute_invalid[ftps:///example.com/]\",\n+  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\"tests/test_validate.py::test_url_absolute_valid[http://[2001:db8::ff00:42]:8329]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://example.co.jp]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://example.com/blue/red%3Fand+green]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://example.org]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://info.example.com/?fred]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://user:pass@example.com]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://user@example.com]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://www.example.com/?array%5Bkey%5D=value]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://www.example.com/a%C2%B1b]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://www.example.com/~username/]\",\n+  \"tests/test_validate.py::test_url_absolute_valid[http://www.example.com:8000/foo]\",\n+  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\"tests/test_validate.py::test_url_relative_and_custom_schemes\",\n+  \"tests/test_validate.py::test_url_relative_invalid[ ]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[...]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[../.../g]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[../icons/logo.gif]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[None]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[\\\\\\\\]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[http//example.org]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[http://example.org\\\\n]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[icons/logo.gif]\",\n+  \"tests/test_validate.py::test_url_relative_invalid[suppliers.html]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[ ]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[...]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[../.../g]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[../icons/logo.gif]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[\\\\\\\\]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[ftp://example.com/../../../../g]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[http//example.org]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[http://123.45.67.8/]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[http://example.com/./icons/logo.gif]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[http://example.com/foo/bar/../baz]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[http://example.com/g?y/./x]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[http://example.org\\\\n]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[http://example.org]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[https://example.com/../icons/logo.gif]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[icons/logo.gif]\",\n+  \"tests/test_validate.py::test_url_relative_only_invalid[suppliers.html]\",\n+  \"tests/test_validate.py::test_url_relative_only_valid[/foo/bar]\",\n+  \"tests/test_validate.py::test_url_relative_only_valid[/foo?bar#baz]\",\n+  \"tests/test_validate.py::test_url_relative_only_valid[/foo?bar]\",\n+  \"tests/test_validate.py::test_url_relative_only_valid[?bar]\",\n+  \"tests/test_validate.py::test_url_relative_valid[/foo/bar]\",\n+  \"tests/test_validate.py::test_url_relative_valid[/foo?bar#baz]\",\n+  \"tests/test_validate.py::test_url_relative_valid[/foo?bar]\",\n+  \"tests/test_validate.py::test_url_relative_valid[ftp://example.com/../../../../g]\",\n+  \"tests/test_validate.py::test_url_relative_valid[http://123.45.67.8/]\",\n+  \"tests/test_validate.py::test_url_relative_valid[http://example.com/./icons/logo.gif]\",\n+  \"tests/test_validate.py::test_url_relative_valid[http://example.com/foo/bar/../baz]\",\n+  \"tests/test_validate.py::test_url_relative_valid[http://example.com/g?y/./x]\",\n+  \"tests/test_validate.py::test_url_relative_valid[http://example.org]\",\n+  \"tests/test_validate.py::test_url_relative_valid[https://example.com/../icons/logo.gif]\",\n+  \"tests/test_validate.py::test_url_repr\"\n+]\n\\ No newline at end of file\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..679cc33\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,22 @@\n+from marshmallow.validate import URL\n+from marshmallow import ValidationError\n+\n+try:\n+    validator = URL(schemes=[\"A\"])  # custom scheme in uppercase\n+    print(\"Testing A://example.com with schemes=['A']...\")\n+    validator(\"A://example.com\")\n+    print(\"Success!\")\n+except ValidationError as e:\n+    print(f\"Caught expected ValidationError: {e}\")\n+except Exception as e:\n+    print(f\"Caught unexpected exception: {type(e).__name__}: {e}\")\n+\n+try:\n+    validator = URL(schemes=[\"a\"])  # custom scheme in lowercase\n+    print(\"\\nTesting A://example.com with schemes=['a']...\")\n+    validator(\"A://example.com\")\n+    print(\"Success!\")\n+except ValidationError as e:\n+    print(f\"Caught ValidationError: {e}\")\n+except Exception as e:\n+    print(f\"Caught unexpected exception: {type(e).__name__}: {e}\")\ndiff --git a/src/marshmallow/__pycache__/__init__.cpython-313.pyc b/src/marshmallow/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..4dd603e277d5bdb2c52fee93bac6ff4e290c6753\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/marshmallow/validate.py b/src/marshmallow/validate.py\nindex ee89f76..5d36519 100644\n--- a/src/marshmallow/validate.py\n+++ b/src/marshmallow/validate.py\n@@ -187,7 +187,7 @@ class URL(Validator):\n         self.relative = relative\n         self.absolute = absolute\n         self.error: str = error or self.default_message\n-        self.schemes = schemes or self.default_schemes\n+        self.schemes = {s.lower() for s in schemes} if schemes else self.default_schemes\n         self.require_tld = require_tld\n \n     def _repr_args(self) -> str:\ndiff --git a/test_empty_schemes.py b/test_empty_schemes.py\nnew file mode 100644\nindex 0000000..93bb058\n--- /dev/null\n+++ b/test_empty_schemes.py\n@@ -0,0 +1,12 @@\n+from marshmallow.validate import URL\n+from marshmallow import ValidationError\n+\n+try:\n+    validator = URL(schemes=[])\n+    print(\"Testing http://example.com with schemes=[]...\")\n+    validator(\"http://example.com\")\n+    print(\"Success!\")\n+except ValidationError as e:\n+    print(f\"Caught ValidationError: {e}\")\n+except Exception as e:\n+    print(f\"Caught unexpected exception: {type(e).__name__}: {e}\")\ndiff --git a/tests/__pycache__/__init__.cpython-313.pyc b/tests/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..bbded96a5c077bbe5d8c679ec1ee6acc52da6a07\nGIT binary patch\nliteral 158\nzcmey&%ge<81alVaWrFC(AOZ#$p^VQgK*m&tbOudEzm*I{OhDdekkl<({gT`Q{dAM~\nz+{B{djNHVWoc!{5BMWnr_@qQ*^UAa|Oa1cvqU_>=#N<@{lGNgoV*U8|%)HE!_;|g7\nh%3B;Zx%nxjIjMF<tU%L1wiSaIADI~$8H<>KEC9~uCI$ci\n\nliteral 0\nHcmV?d00001\n\ndiff --git a/tests/__pycache__/base.cpython-313.pyc b/tests/__pycache__/base.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..c3f99220d48990ffebc96f8fb1ede35ce79e86c7\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 190,
+ "p2p_total": 190,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 266.4
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2874__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2874__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..0dc79a21db1137be5c705804fd468ee89b476dec
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2874__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "marshmallow_2874",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "191 passed in 0.34s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2892__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2892__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5eb4ed2bdb52bcaa5e86ba2aa17faaf37208a75
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2892__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "marshmallow_2892",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 19,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 104373,
+  "completion_tokens": 11504
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..7ae25db\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,10 @@\n+from marshmallow import Schema, fields\n+\n+class MySchema(Schema):\n+    url = fields.Url(schemes={\"file\"})\n+\n+try:\n+    result = MySchema().load({\"url\": \"FILE:///path/to/somefile.txt\"})\n+    print(f\"Result: {result}\")\n+except Exception as e:\n+    print(f\"Error: {e}\")\ndiff --git a/src/marshmallow/__pycache__/__init__.cpython-313.pyc b/src/marshmallow/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..47bd82a8aef51e53005234a79bec398b560d366b\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/marshmallow/validate.py b/src/marshmallow/validate.py\nindex 5d36519..0c361f3 100644\n--- a/src/marshmallow/validate.py\n+++ b/src/marshmallow/validate.py\n@@ -214,8 +214,9 @@ class URL(Validator):\n \n         # Hostname is optional for file URLS. If absent it means `localhost`.\n         # Fill it in for the validation if needed\n-        if scheme == \"file\" and value.startswith(\"file:///\"):\n-            matched = regex.search(value.replace(\"file:///\", \"file://localhost/\", 1))\n+        if scheme == \"file\" and value.lower().startswith(\"file:///\"):\n+            value_for_regex = \"file://localhost/\" + value[8:]\n+            matched = regex.search(value_for_regex)\n         else:\n             matched = regex.search(value)\n \ndiff --git a/test_url_schemes.py b/test_url_schemes.py\nnew file mode 100644\nindex 0000000..88ff70b\n--- /dev/null\n+++ b/test_url_schemes.py\n@@ -0,0 +1,20 @@\n+from marshmallow import Schema, fields\n+\n+class MySchema(Schema):\n+    url = fields.Url(schemes={\"file\"})\n+\n+test_cases = [\n+    (\"file:///path/to/somefile.txt\", True),\n+    (\"FILE:///path/to/somefile.txt\", True),\n+    (\"File:///path/to/somefile.txt\", True),\n+    (\"http://google.com\", False),\n+    (\"FILE://localhost/path/to/somefile.txt\", True),\n+    (\"file://localhost/path/to/somefile.txt\", True),\n+]\n+\n+for url, expected in test_cases:\n+    try:\n+        result = MySchema().load({\"url\": url})\n+        print(f\"URL: {url:40} Result: {'PASS' if expected else 'FAIL'}\")\n+    except Exception as e:\n+        print(f\"URL: {url:40} Result: {'PASS' if not expected else 'FAIL'} (Error: {e})\")\n",
+ "applied": true,
+ "f2p_passed": 5,
+ "f2p_total": 5,
+ "p2p_passed": 194,
+ "p2p_total": 194,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 695.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2892__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2892__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c030e476b0069bcc06f991ba50fef31a19467ef
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2892__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "marshmallow_2892",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "199 passed in 0.42s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2909__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2909__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..1556e06afd7819c2abd6ef98651ecd2ecd369320
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2909__s0.json
@@ -0,0 +1,27 @@
+{
+ "instance_id": "marshmallow_2909",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 20,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 76143,
+  "completion_tokens": 21188
+ },
+ "patch": "diff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..18404ce\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,4 @@\n+from marshmallow.validate import OneOf\n+\n+oneof = OneOf(choices=[], labels=[\"extra\"])\n+print(list(oneof.options()))\ndiff --git a/src/marshmallow/__pycache__/__init__.cpython-313.pyc b/src/marshmallow/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..aa1c9ac4ae40b108a28d2a930869117486ec2f0a\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/src/marshmallow/validate.py b/src/marshmallow/validate.py\nindex ca55114..d993782 100644\n--- a/src/marshmallow/validate.py\n+++ b/src/marshmallow/validate.py\n@@ -589,9 +589,9 @@ class OneOf(Validator):\n         *,\n         error: str | None = None,\n     ):\n-        self.choices = choices\n+        self.choices = list(choices)\n         self.choices_text = \", \".join(str(choice) for choice in self.choices)\n-        self.labels = labels if labels is not None else []\n+        self.labels = list(labels) if labels is not None else []\n         self.labels_text = \", \".join(str(label) for label in self.labels)\n         self.error: str = error or self.default_message\n \n@@ -626,7 +626,7 @@ class OneOf(Validator):\n             of an attribute of the choice objects. Defaults to `str()`.\n         \"\"\"\n         valuegetter = valuegetter if callable(valuegetter) else attrgetter(valuegetter)\n-        pairs = zip_longest(self.choices, self.labels, fillvalue=\"\")\n+        pairs = zip(self.choices, self.labels if self.labels else None)\n \n         return ((valuegetter(choice), label) for choice, label in pairs)\n \ndiff --git a/test_choices_longer.py b/test_choices_longer.py\nnew file mode 100644\nindex 0000000..eed5c06\n--- /dev/null\n+++ b/test_choices_longer.py\n@@ -0,0 +1,4 @@\n+from marshmallow.validate import OneOf\n+\n+oneof = OneOf(choices=[\"a\", \"b\"], labels=[\"extra\"])\n+print(list(oneof.options()))\ndiff --git a/test_gen_broken.py b/test_gen_broken.py\nnew file mode 100644\nindex 0000000..3b3ee61\n--- /dev/null\n+++ b/test_gen_broken.py\n@@ -0,0 +1,14 @@\n+from marshmallow.validate import OneOf\n+\n+def choices_gen():\n+    yield \"a\"\n+    yield \"b\"\n+\n+oneof = OneOf(choices=choices_gen())\n+print(f\"Choices text: {oneof.choices_text}\")\n+print(f\"Is 'a' in choices: {'a' in oneof.choices}\")\n+try:\n+    oneof(\"a\")\n+    print(\"Validation succeeded\")\n+except Exception as e:\n+    print(f\"Validation failed: {e}\")\ndiff --git a/test_generator.py b/test_generator.py\nnew file mode 100644\nindex 0000000..6fa7230\n--- /dev/null\n+++ b/test_generator.py\n@@ -0,0 +1,13 @@\n+from marshmallow.validate import OneOf\n+\n+def choices_gen():\n+    yield \"a\"\n+    yield \"b\"\n+\n+oneof = OneOf(choices=choices_gen())\n+print(f\"Value 'a' valid: {'a' in oneof.choices}\")\n+try:\n+    oneof(\"a\")\n+    print(\"Validation succeeded\")\n+except Exception as e:\n+    print(f\"Validation failed: {e}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 197,
+ "p2p_total": 198,
+ "f2p_failed": [
+  "tests.test_validate::test_oneof_options"
+ ],
+ "p2p_failed": [
+  "tests.test_validate::test_oneof"
+ ],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1343.0
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2909__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2909__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad32f1dcd2de3b74a6884122ac29adc7bccf517f
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2909__s0.official.json
@@ -0,0 +1,15 @@
+{
+ "instance_id": "marshmallow_2909",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "2 failed, 197 passed in 0.35s",
+  "failed": [
+   "tests/test_validate.py::test_oneof",
+   "tests/test_validate.py::test_oneof_options"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2925__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2925__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc199fbbdb4d1ab3b9bf0a23bd6fc23f32698fe3
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2925__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "marshmallow_2925",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 32,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 321768,
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This class should not be used within schemas.\n \n     :param as_string: If `True`, format the serialized value as a string.\n@@ -918,7 +918,11 @@ class Number(Field[_NumT]):\n         Use `Integer <marshmallow.fields.Integer>`, `Float <marshmallow.fields.Float>`, or `Decimal <marshmallow.fields.Decimal>` instead.\n     \"\"\"\n \n-    num_type: type[_NumT]\n+    @property\n+    @abc.abstractmethod\n+    def num_type(self) -> type[_NumT]:\n+        \"\"\"Return the number type for this field.\"\"\"\n+        return None # type: ignore\n \n     #: Default error messages.\n     default_error_messages = {\ndiff --git a/tests/__pycache__/__init__.cpython-313.pyc b/tests/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..cd2d072461bf0c31bf7b19c6c8835e9ae724e906\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 2,
+ "p2p_passed": 222,
+ "p2p_total": 222,
+ "f2p_failed": [
+  "tests.test_fields.TestAbstractBaseFields::test_mapping_cannot_be_instantiated"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 753.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2925__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2925__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee997df3a99ac101044249c30740e91c848568a5
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2925__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "marshmallow_2925",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 223 passed in 0.47s",
+  "failed": [
+   "tests/test_fields.py::TestAbstractBaseFields::test_mapping_cannot_be_instantiated"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2928__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2928__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..19ab6eb57e1210653904586bf2f3d69d00d2528e
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2928__s0.json
@@ -0,0 +1,30 @@
+{
+ "instance_id": "marshmallow_2928",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 21,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 109421,
+  "completion_tokens": 21606
+ },
+ "patch": "diff --git a/reproduce_idn.py b/reproduce_idn.py\nnew file mode 100644\nindex 0000000..7a3f919\n--- /dev/null\n+++ b/reproduce_idn.py\n@@ -0,0 +1,9 @@\n+from marshmallow import validate, ValidationError\n+\n+url_validator = validate.URL()\n+url = \"https://\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be\"\n+try:\n+    url_validator(url)\n+    print(\"Valid!\")\n+except ValidationError as e:\n+    print(f\"Invalid: {e}\")\ndiff --git a/src/marshmallow/__pycache__/__init__.cpython-313.pyc b/src/marshmallow/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..4f53c129a84a679568d2d5bcf9b7665262adb783\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/test_idna.py b/test_idna.py\nnew file mode 100644\nindex 0000000..f66a60f\n--- /dev/null\n+++ b/test_idna.py\n@@ -0,0 +1,17 @@\n+import urllib.parse\n+\n+url = \"https://\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be\"\n+parsed = urllib.parse.urlparse(url)\n+print(f\"Hostname: {parsed.hostname}\")\n+if parsed.hostname:\n+    try:\n+        punycode_hostname = parsed.hostname.encode('idna').decode('ascii')\n+        print(f\"Punycode: {punycode_hostname}\")\n+    except Exception as e:\n+        print(f\"Error encoding: {e}\")\n+\n+# Reconstruct URL\n+# parsed is a ParseResult which is a namedtuple. We can use _replace.\n+new_parsed = parsed._replace(netloc=parsed.netloc.replace(parsed.hostname, punycode_hostname))\n+new_url = new_parsed.geturl()\n+print(f\"New URL: {new_url}\")\ndiff --git a/test_idna_encode.py b/test_idna_encode.py\nnew file mode 100644\nindex 0000000..dca1abe\n--- /dev/null\n+++ b/test_idna_encode.py\n@@ -0,0 +1,41 @@\n+import urllib.parse\n+\n+def idna_encode_url(url):\n+    parsed = urllib.parse.urlparse(url)\n+    if not parsed.hostname:\n+        return url\n+    try:\n+        punycode_hostname = parsed.hostname.encode('idna').decode('ascii')\n+        \n+        netloc = parsed.netloc\n+        if parsed.username:\n+            userinfo = parsed.username\n+            if parsed.password:\n+                userinfo += f\":{parsed.password}\"\n+            userinfo += \"@\"\n+        else:\n+            userinfo = \"\"\n+        \n+        port = \"\"\n+        if parsed.port:\n+            port = f\":{parsed.port}\"\n+            \n+        new_netloc = f\"{userinfo}{punycode_hostname}{port}\"\n+        return parsed._replace(netloc=new_netloc).geturl()\n+    except Exception as e:\n+        print(f\"Error: {e}\")\n+        return url\n+\n+urls = [\n+    \"https://\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be\",\n+    \"https://\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be/\",\n+    \"https://user:pass@\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be:8080/path?query=1#frag\",\n+    \"http://localhost\",\n+    \"http://127.0.0.1\",\n+    \"https://example.com\",\n+    \"/relative/path\",\n+    \"relative/path\",\n+]\n+\n+for u in urls:\n+    print(f\"Original: {u} -> Encoded: {idna_encode_url(u)}\")\ndiff --git a/test_idna_encode_v2.py b/test_idna_encode_v2.py\nnew file mode 100644\nindex 0000000..6e03eb5\n--- /dev/null\n+++ b/test_idna_encode_v2.py\n@@ -0,0 +1,42 @@\n+import urllib.parse\n+\n+def idna_encode_url(url):\n+    try:\n+        parsed = urllib.parse.urlparse(url)\n+        if not parsed.hostname:\n+            return url\n+        \n+        punycode_hostname = parsed.hostname.encode('idna').decode('ascii')\n+        \n+        userinfo = \"\"\n+        if parsed.username:\n+            userinfo = parsed.username\n+            if parsed.password:\n+                userinfo += f\":{parsed.password}\"\n+            userinfo += \"@\"\n+        \n+        port = \"\"\n+        if parsed.port:\n+            port = f\":{parsed.port}\"\n+            \n+        new_netloc = f\"{userinfo}{punycode_hostname}{port}\"\n+        return parsed._replace(netloc=new_netloc).geturl()\n+    except Exception:\n+        return url\n+\n+urls = [\n+    \"https://\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be\",\n+    \"https://\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be/\",\n+    \"https://user:pass@\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be:8080/path?query=1#frag\",\n+    \"http://localhost\",\n+    \"http://127.0.0.1\",\n+    \"https://example.com\",\n+    \"/relative/path\",\n+    \"relative/path\",\n+    \"http://user:pass@example.com:80\",\n+    \"http://example.com:80\",\n+    \"http://user@example.com\",\n+]\n+\n+for u in urls:\n+    print(f\"Original: {u} -> Encoded: {idna_encode_url(u)}\")\ndiff --git a/test_idna_logic.py b/test_idna_logic.py\nnew file mode 100644\nindex 0000000..fce1be4\n--- /dev/null\n+++ b/test_idna_logic.py\n@@ -0,0 +1,40 @@\n+import urllib.parse\n+import re\n+\n+def idna_encode_url(url):\n+    try:\n+        parsed = urllib.parse.urlparse(url)\n+        if not parsed.hostname:\n+            return url\n+        \n+        punycode_hostname = parsed.hostname.encode('idna').decode('ascii')\n+        \n+        userinfo = \"\"\n+        if parsed.username:\n+            userinfo = parsed.username\n+            if parsed.password:\n+                userinfo += f\":{parsed.password}\"\n+            userinfo += \"@\"\n+        \n+        port = \"\"\n+        if parsed.port:\n+            port = f\":{parsed.port}\"\n+            \n+        new_netloc = f\"{userinfo}{punycode_hostname}{port}\"\n+        return parsed._replace(netloc=new_netloc).geturl()\n+    except Exception:\n+        return url\n+\n+test_urls = [\n+    \"https://\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be\",\n+    \"https://\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be/\",\n+    \"https://user:pass@\u09a4\u09cc\u09b9\u09bf\u09a6\u09c1\u09b0.\u09ac\u09be\u0982\u09b2\u09be:8080/path?query=1#frag\",\n+    \"http://localhost\",\n+    \"http://127.0.0.1\",\n+    \"https://example.com\",\n+    \"/relative/path\",\n+    \"relative/path\",\n+]\n+\n+for u in test_urls:\n+    print(f\"Original: {u} -> Encoded: {idna_encode_url(u)}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 6,
+ "p2p_passed": 201,
+ "p2p_total": 201,
+ "f2p_failed": [
+  "tests.test_validate::test_url_idn_valid[http://\\u0645\\u062b\\u0627\\u0644.\\u0625\\u062e\\u062a\\u0628\\u0627\\u0631]",
+  "tests.test_validate::test_url_idn_valid[http://www.\\u0627\\u062e\\u062a\\u0628\\u0627\\u0631.com:8080/path]",
+  "tests.test_validate::test_url_idn_valid[https://\\u09a4\\u09cc\\u09b9\\u09bf\\u09a6\\u09c1\\u09b0.\\u09ac\\u09be\\u0982\\u09b2\\u09be]",
+  "tests.test_validate::test_url_idn_valid[https://\\u4f8b\\u3048.jp/path]",
+  "tests.test_validate::test_url_idn_valid[https://\\xfc\\xf1\\xee\\xe7\\xf6d\\xe9.com/path?q=1#frag]",
+  "tests.test_validate::test_url_idn_valid[https://m\\xfcnchen.de]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1366.0
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2928__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2928__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9da830fe7340ad5873f94b0129efb95c4fdb951
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2928__s0.official.json
@@ -0,0 +1,19 @@
+{
+ "instance_id": "marshmallow_2928",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "6 failed, 201 passed in 0.51s",
+  "failed": [
+   "tests/test_validate.py::test_url_idn_valid[https://\\u09a4\\u09cc\\u09b9\\u09bf\\u09a6\\u09c1\\u09b0.\\u09ac\\u09be\\u0982\\u09b2\\u09be]",
+   "tests/test_validate.py::test_url_idn_valid[https://m\\xfcnchen.de]",
+   "tests/test_validate.py::test_url_idn_valid[https://\\u4f8b\\u3048.jp/path]",
+   "tests/test_validate.py::test_url_idn_valid[http://\\u0645\\u062b\\u0627\\u0644.\\u0625\\u062e\\u062a\\u0628\\u0627\\u0631]",
+   "tests/test_validate.py::test_url_idn_valid[https://\\xfc\\xf1\\xee\\xe7\\xf6d\\xe9.com/path?q=1#frag]",
+   "tests/test_validate.py::test_url_idn_valid[http://www.\\u0627\\u062e\\u062a\\u0628\\u0627\\u0631.com:8080/path]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2937__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2937__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..38c4cdc95586efcf395ad3db03353b416342caaf
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2937__s0.json
@@ -0,0 +1,26 @@
+{
+ "instance_id": "marshmallow_2937",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 19,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 130766,
+  "completion_tokens": 22129
+ },
+ "patch": "diff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..bd86411\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,10 @@\n+from marshmallow import validate, ValidationError\n+\n+def test_email(email):\n+    try:\n+        validate.Email()(email)\n+        print(f\"SUCCESS: {email}\")\n+    except ValidationError as e:\n+        print(f\"FAILURE: {email} - {e}\")\n+\n+test_email('\"\u7528\u6237\"@example.com')\ndiff --git a/src/marshmallow/__pycache__/__init__.cpython-313.pyc b/src/marshmallow/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..9c23c5bc582d3618f28bf2309b1569259f624de8\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\ndiff --git a/test_regex.py b/test_regex.py\nnew file mode 100644\nindex 0000000..b407d37\n--- /dev/null\n+++ b/test_regex.py\n@@ -0,0 +1,14 @@\n+import re\n+DOMAIN_REGEX = re.compile(\n+    # domain\n+    r\"(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\\.)+\"\n+    r\"(?:[A-Z]{2,6}|[A-Z0-9-]{2,})\\Z\"\n+    # literal form, ipv4 address (SMTP 4.1.3)\n+    r\"|^\\[(25[0-5]|2[0-4]\\d|[0-1]?\\d?\\d)\"\n+    r\"(\\.(25[0-5]|2[0-4]\\d|[0-1]?\\d?\\d)){3}\\]\\Z\",\n+    re.IGNORECASE | re.UNICODE,\n+)\n+domain = \"xn--mgbajb.xn--pgvch\"\n+print(f\"Match {domain}: {DOMAIN_REGEX.match(domain)}\")\n+domain = \"xn--mgbajb.com\"\n+print(f\"Match {domain}: {DOMAIN_REGEX.match(domain)}\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 2,
+ "p2p_passed": 215,
+ "p2p_total": 215,
+ "f2p_failed": [
+  "tests.test_validate::test_email_idn_invalid[user@-m\\xfcnchen.de]",
+  "tests.test_validate::test_email_idn_invalid[user@m\\xfcnchen-.de]"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1393.0
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2937__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2937__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4336e99a31a9ababdb573986d95cd9cc7ce173d
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/marshmallow_2937__s0.official.json
@@ -0,0 +1,15 @@
+{
+ "instance_id": "marshmallow_2937",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "2 failed, 215 passed in 0.44s",
+  "failed": [
+   "tests/test_validate.py::test_email_idn_invalid[user@-m\\xfcnchen.de]",
+   "tests/test_validate.py::test_email_idn_invalid[user@m\\xfcnchen-.de]"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1048__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1048__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d2e70c732866d6e207d1cd2ae39ebdba372c720
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1048__s0.json
@@ -0,0 +1,29 @@
+{
+ "instance_id": "more-itertools_1048",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 19,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 95161,
+  "completion_tokens": 3936
+ },
+ "patch": "diff --git a/more_itertools/more.py b/more_itertools/more.py\nindex e66dcaf..1bf80e6 100755\n--- a/more_itertools/more.py\n+++ b/more_itertools/more.py\n@@ -105,6 +105,7 @@ __all__ = [\n     'interleave',\n     'interleave_evenly',\n     'interleave_longest',\n+    'interleave_random',\n     'intersperse',\n     'is_sorted',\n     'islice_extended',\n@@ -1251,6 +1252,24 @@ def interleave_longest(*iterables):\n                 yield x\n \n \n+def interleave_random(*iterables):\n+    \"\"\"Interleave multiple iterables into a single output iterable, but takes\n+    the next element from each iterable randomly. The result is an iterable\n+    where the relative order of each input iterable is preserved, but the\n+    order with respect to each other is randomized.\n+\n+    >>> list(interleave_random([1, 2], ['a', 'b']))\n+    [1, 'a', 'b', 2]  # one possible output\n+    \"\"\"\n+    iterators = [iter(it) for it in iterables]\n+    while iterators:\n+        idx = randrange(len(iterators))\n+        try:\n+            yield next(iterators[idx])\n+        except StopIteration:\n+            iterators.pop(idx)\n+\n+\n def interleave_evenly(iterables, lengths=None):\n     \"\"\"\n     Interleave multiple iterables so that their elements are evenly distributed\ndiff --git a/more_itertools/more.pyi b/more_itertools/more.pyi\nindex 948334a..21f8159 100644\n--- a/more_itertools/more.pyi\n+++ b/more_itertools/more.pyi\n@@ -262,6 +262,7 @@ def spy(\n ) -> tuple[list[_T], Iterator[_T]]: ...\n def interleave(*iterables: Iterable[_T]) -> Iterator[_T]: ...\n def interleave_longest(*iterables: Iterable[_T]) -> Iterator[_T]: ...\n+def interleave_random(*iterables: Iterable[_T]) -> Iterator[_T]: ...\n def interleave_evenly(\n     iterables: list[Iterable[_T]], lengths: list[int] | None = ...\n ) -> Iterator[_T]: ...\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 5,
+ "p2p_passed": 550,
+ "p2p_total": 550,
+ "f2p_failed": [
+  "tests.test_more.InterleaveRandomlyTests::test_all_empty",
+  "tests.test_more.InterleaveRandomlyTests::test_bad_type",
+  "tests.test_more.InterleaveRandomlyTests::test_basic",
+  "tests.test_more.InterleaveRandomlyTests::test_no_args",
+  "tests.test_more.InterleaveRandomlyTests::test_some_empty"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 270.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1048__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1048__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..38cc028ea95293bf2f01e288e363977b5b6dadd2
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1048__s0.official.json
@@ -0,0 +1,18 @@
+{
+ "instance_id": "more-itertools_1048",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "5 failed, 550 passed, 10027 subtests passed in 3.27s",
+  "failed": [
+   "tests/test_more.py::InterleaveRandomlyTests::test_all_empty",
+   "tests/test_more.py::InterleaveRandomlyTests::test_bad_type",
+   "tests/test_more.py::InterleaveRandomlyTests::test_basic",
+   "tests/test_more.py::InterleaveRandomlyTests::test_no_args",
+   "tests/test_more.py::InterleaveRandomlyTests::test_some_empty"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1062__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1062__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..9898f3b467015c8b3a6f54315b6b072850076671
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1062__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "more-itertools_1062",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 27,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 351729,
+  "completion_tokens": 17618
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..34a6e7b\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,141 @@\n+[\n+  \"tests/test_recipes.py::AllEqualTests::test_empty\",\n+  \"tests/test_recipes.py::AllEqualTests::test_false\",\n+  \"tests/test_recipes.py::AllEqualTests::test_groupby_calls\",\n+  \"tests/test_recipes.py::AllEqualTests::test_key\",\n+  \"tests/test_recipes.py::AllEqualTests::test_one\",\n+  \"tests/test_recipes.py::AllEqualTests::test_tricky\",\n+  \"tests/test_recipes.py::AllEqualTests::test_true\",\n+  \"tests/test_recipes.py::BatchedTests::test_basic\",\n+  \"tests/test_recipes.py::BatchedTests::test_strict\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_empty\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_nested_remainder\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_never_false\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_never_true\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_some_true\",\n+  \"tests/test_recipes.py::ConsumeTests::test_negative_consume\",\n+  \"tests/test_recipes.py::ConsumeTests::test_null_consume\",\n+  \"tests/test_recipes.py::ConsumeTests::test_sanity\",\n+  \"tests/test_recipes.py::ConsumeTests::test_total_consume\",\n+  \"tests/test_recipes.py::Convolvetests::test_derivative\",\n+  \"tests/test_recipes.py::Convolvetests::test_infinite_signal\",\n+  \"tests/test_recipes.py::Convolvetests::test_moving_average\",\n+  \"tests/test_recipes.py::DotproductTests::test_happy_path\",\n+  \"tests/test_recipes.py::FactorTests::test_basic\",\n+  \"tests/test_recipes.py::FactorTests::test_cross_check\",\n+  \"tests/test_recipes.py::FirstTrueTests::test_default\",\n+  \"tests/test_recipes.py::FirstTrueTests::test_nothing_true\",\n+  \"tests/test_recipes.py::FirstTrueTests::test_pred\",\n+  \"tests/test_recipes.py::FirstTrueTests::test_something_true\",\n+  \"tests/test_recipes.py::FlattenTests::test_basic_usage\",\n+  \"tests/test_recipes.py::FlattenTests::test_single_level\",\n+  \"tests/test_recipes.py::GrouperTests::test_basic\",\n+  \"tests/test_recipes.py::GrouperTests::test_fill\",\n+  \"tests/test_recipes.py::GrouperTests::test_ignore\",\n+  \"tests/test_recipes.py::GrouperTests::test_invalid_incomplete\",\n+  \"tests/test_recipes.py::GrouperTests::test_strict\",\n+  \"tests/test_recipes.py::GrouperTests::test_strict_fails\",\n+  \"tests/test_recipes.py::IterExceptTests::test_exact_exception\",\n+  \"tests/test_recipes.py::IterExceptTests::test_first\",\n+  \"tests/test_recipes.py::IterExceptTests::test_generic_exception\",\n+  \"tests/test_recipes.py::IterExceptTests::test_multiple\",\n+  \"tests/test_recipes.py::IterExceptTests::test_uncaught_exception_is_raised\",\n+  \"tests/test_recipes.py::IterIndexTests::test_basic\",\n+  \"tests/test_recipes.py::IterIndexTests::test_start\",\n+  \"tests/test_recipes.py::IterIndexTests::test_stop\",\n+  \"tests/test_recipes.py::LoopsTests::test_basic\",\n+  \"tests/test_recipes.py::MatMulTests::test_m_by_n\",\n+  \"tests/test_recipes.py::MatMulTests::test_n_by_n\",\n+  \"tests/test_recipes.py::MultinomialTests::test_basic\",\n+  \"tests/test_recipes.py::NcyclesTests::test_happy_path\",\n+  \"tests/test_recipes.py::NcyclesTests::test_null_case\",\n+  \"tests/test_recipes.py::NcyclesTests::test_pathological_case\",\n+  \"tests/test_recipes.py::NthCombinationTests::test_basic\",\n+  \"tests/test_recipes.py::NthCombinationTests::test_invalid_index\",\n+  \"tests/test_recipes.py::NthCombinationTests::test_invalid_r\",\n+  \"tests/test_recipes.py::NthCombinationTests::test_long\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_invalid_index\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_invalid_r\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_long\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_negative_index\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_null\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_r_equal_to_n\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_r_less_than_n\",\n+  \"tests/test_recipes.py::NthTests::test_basic\",\n+  \"tests/test_recipes.py::NthTests::test_default\",\n+  \"tests/test_recipes.py::NthTests::test_negative_item_raises\",\n+  \"tests/test_recipes.py::PadnoneTests::test_basic\",\n+  \"tests/test_recipes.py::PairwiseTests::test_base_case\",\n+  \"tests/test_recipes.py::PairwiseTests::test_coverage\",\n+  \"tests/test_recipes.py::PairwiseTests::test_short_case\",\n+  \"tests/test_recipes.py::PartitionTests::test_arbitrary\",\n+  \"tests/test_recipes.py::PartitionTests::test_bool\",\n+  \"tests/test_recipes.py::PartitionTests::test_pred_is_none\",\n+  \"tests/test_recipes.py::PolynomialDerivativeTests::test_basic\",\n+  \"tests/test_recipes.py::PolynomialEvalTests::test_basic\",\n+  \"tests/test_recipes.py::PolynomialFromRootsTests::test_basic\",\n+  \"tests/test_recipes.py::PolynomialFromRootsTests::test_large\",\n+  \"tests/test_recipes.py::PowersetTests::test_combinatorics\",\n+  \"tests/test_recipes.py::PrependTests::test_basic\",\n+  \"tests/test_recipes.py::PrependTests::test_multiple\",\n+  \"tests/test_recipes.py::PrimeFunctionTests::test_is_prime_pseudoprimes\",\n+  \"tests/test_recipes.py::PrimeFunctionTests::test_primes\",\n+  \"tests/test_recipes.py::PrimeFunctionTests::test_special_primes\",\n+  \"tests/test_recipes.py::QuantifyTests::test_custom_predicate\",\n+  \"tests/test_recipes.py::QuantifyTests::test_happy_path\",\n+  \"tests/test_recipes.py::RandomCombinationTests::test_no_replacement\",\n+  \"tests/test_recipes.py::RandomCombinationTests::test_pseudorandomness\",\n+  \"tests/test_recipes.py::RandomCombinationWithReplacementTests::test_pseudorandomness\",\n+  \"tests/test_recipes.py::RandomCombinationWithReplacementTests::test_replacement\",\n+  \"tests/test_recipes.py::RandomPermutationTests::test_full_permutation\",\n+  \"tests/test_recipes.py::RandomPermutationTests::test_partial_permutation\",\n+  \"tests/test_recipes.py::RandomProductTests::test_list_with_repeat\",\n+  \"tests/test_recipes.py::RandomProductTests::test_simple_lists\",\n+  \"tests/test_recipes.py::RepeatfuncTests::test_added_arguments\",\n+  \"tests/test_recipes.py::RepeatfuncTests::test_finite_repeat\",\n+  \"tests/test_recipes.py::RepeatfuncTests::test_null_times\",\n+  \"tests/test_recipes.py::RepeatfuncTests::test_simple_repeat\",\n+  \"tests/test_recipes.py::ReshapeTests::test_basic\",\n+  \"tests/test_recipes.py::ReshapeTests::test_empty\",\n+  \"tests/test_recipes.py::ReshapeTests::test_zero\",\n+  \"tests/test_recipes.py::RoundrobinTests::test_even_groups\",\n+  \"tests/test_recipes.py::RoundrobinTests::test_uneven_groups\",\n+  \"tests/test_recipes.py::RunningMedianTests::test_error_cases\",\n+  \"tests/test_recipes.py::RunningMedianTests::test_vs_statistics_median\",\n+  \"tests/test_recipes.py::RunningMedianTests::test_vs_statistics_median_windowed\",\n+  \"tests/test_recipes.py::SieveTests::test_basic\",\n+  \"tests/test_recipes.py::SieveTests::test_prime_counts\",\n+  \"tests/test_recipes.py::SieveTests::test_small_numbers\",\n+  \"tests/test_recipes.py::SlidingWindowTests::test_deque_version\",\n+  \"tests/test_recipes.py::SlidingWindowTests::test_islice_version\",\n+  \"tests/test_recipes.py::SlidingWindowTests::test_zero\",\n+  \"tests/test_recipes.py::SubslicesTests::test_basic\",\n+  \"tests/test_recipes.py::SumOfSquaresTests::test_basic\",\n+  \"tests/test_recipes.py::TabulateTests::test_count\",\n+  \"tests/test_recipes.py::TabulateTests::test_simple_tabulate\",\n+  \"tests/test_recipes.py::TailTests::test_iterator_equal\",\n+  \"tests/test_recipes.py::TailTests::test_iterator_greater\",\n+  \"tests/test_recipes.py::TailTests::test_iterator_less\",\n+  \"tests/test_recipes.py::TailTests::test_sized_equal\",\n+  \"tests/test_recipes.py::TailTests::test_sized_greater\",\n+  \"tests/test_recipes.py::TailTests::test_sized_less\",\n+  \"tests/test_recipes.py::TakeTests::test_negative_take\",\n+  \"tests/test_recipes.py::TakeTests::test_null_take\",\n+  \"tests/test_recipes.py::TakeTests::test_simple_take\",\n+  \"tests/test_recipes.py::TakeTests::test_take_too_much\",\n+  \"tests/test_recipes.py::TotientTests::test_basic\",\n+  \"tests/test_recipes.py::TransposeTests::test_basic\",\n+  \"tests/test_recipes.py::TransposeTests::test_empty\",\n+  \"tests/test_recipes.py::TransposeTests::test_incompatible_allow\",\n+  \"tests/test_recipes.py::TransposeTests::test_incompatible_error\",\n+  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0\nHcmV?d00001\n\ndiff --git a/more_itertools/recipes.py b/more_itertools/recipes.py\nindex 258baf4..b1771d0 100644\n--- a/more_itertools/recipes.py\n+++ b/more_itertools/recipes.py\n@@ -1024,15 +1024,38 @@ def transpose(it):\n     return _zip_strict(*it)\n \n \n-def reshape(matrix, cols):\n-    \"\"\"Reshape the 2-D input *matrix* to have a column count given by *cols*.\n-\n-    >>> matrix = [(0, 1), (2, 3), (4, 5)]\n-    >>> cols = 3\n-    >>> list(reshape(matrix, cols))\n-    [(0, 1, 2), (3, 4, 5)]\n-    \"\"\"\n-    return batched(chain.from_iterable(matrix), cols)\n+def reshape(matrix, shape):\n+    \"\"\"Change the shape a *matrix*.\n+\n+    If *shape* is an integer, the matrix must be two dimensional\n+    and the shape is interpreted as the desired number of columns:\n+    \n+        >>> matrix = [(0, 1), (2, 3), (4, 5)]\n+        >>> cols = 3\n+        >>> list(reshape(matrix, cols))\n+        [(0, 1, 2), (3, 4, 5)]\n+\n+    If *shape* is a tuple, the input matrix can have any number\n+    of dimensions. It will first be flattened and then rebuilt\n+    to the desired shape which can also be multidimensional.\n+\n+        >>> matrix = [(0, 1), (2, 3), (4, 5)]\n+        \n+        >>> list(reshape(matrix, (2, 3)))        # Make a 2 x 3 matrix\n+        [(0, 1, 2), (3, 4, 5)]\n+\n+        >>> list(reshape(matrix, (6,)))          # Make a vector of length six\n+        [0, 1, 2, 3, 4, 5]\n+\n+        >>> list(reshape(matrix, (2, 1, 3, 1)))  # Make 2 x 1 x 3 x 1 tensor\n+        [(((0,), (1,), (2,)),), (((3,), (4,), (5,)),)]\n+    \n+    \"\"\"    \n+    if isinstance(shape, int):\n+        return batched(chain.from_iterable(matrix), shape)\n+    _batched = partial(batched, strict=True)\n+    flat = collapse(matrix)\n+    return next(reduce(_batched, reversed(shape), flat))\n \n \n def matmul(m1, m2):\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..b2a0c65\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,51 @@\n+from functools import reduce, partial\n+from itertools import batched, chain\n+from more_itertools import collapse\n+\n+def reshape(matrix, shape):\n+    \"\"\"Change the shape a *matrix*.\n+\n+    If *shape* is an integer, the matrix must be two dimensional\n+    and the shape is interpreted as the desired number of columns:\n+    \n+        >>> matrix = [(0, 1), (2, 3), (4, 5)]\n+        >>> cols = 3\n+        >>> list(reshape(matrix, cols))\n+        [(0, 1, 2), (3, 4, 5)]\n+\n+    If *shape* is a tuple, the input matrix can have any number\n+    of dimensions. It will first be flattened and then rebuilt\n+    to the desired shape which can also be multidimensional.\n+\n+        >>> matrix = [(0, 1), (2, 3), (4, 5)]\n+        \n+        >>> list(reshape(matrix, (2, 3)))        # Make a 2 x 3 matrix\n+        [(0, 1, 2), (3, 4, 5)]\n+\n+        >>> list(reshape(matrix, (6,)))          # Make a vector of length six\n+        [0, 1, 2, 3, 4, 5]\n+\n+        >>> list(reshape(matrix, (2, 1, 3, 1)))  # Make 2 x 1 x 3 x 1 tensor\n+        [(((0,), (1,), (2,)),), (((3,), (4,), (5,)),)]\n+    \n+    \"\"\"    \n+    if isinstance(shape, int):\n+        return batched(chain.from_iterable(matrix), shape)\n+    _batched = partial(batched, strict=True)\n+    flat = collapse(matrix)\n+    return next(reduce(_batched, reversed(shape), flat))\n+\n+if __name__ == \"__main__\":\n+    matrix = [(0, 1), (2, 3), (4, 5)]\n+    \n+    print(\"Test 1: shape=3\")\n+    print(list(reshape(matrix, 3)))\n+    \n+    print(\"\\nTest 2: shape=(2, 3)\")\n+    print(list(reshape(matrix, (2, 3))))\n+    \n+    print(\"\\nTest 3: shape=(6,)\")\n+    print(list(reshape(matrix, (6,))))\n+    \n+    print(\"\\nTest 4: shape=(2, 1, 3, 1)\")\n+    print(list(reshape(matrix, (2, 1, 3, 1))))\ndiff --git a/tests/__pycache__/__init__.cpython-313.pyc b/tests/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..b4a4af0e8ad49e2edd5f185571395eb0d452ffee\nGIT binary patch\nliteral 161\nzcmey&%ge<81c{}KGeGoX5CH>>P{wB#AY&>+I)f&o-%5reCLr%KNa~h@eo1bDe!59~\nzZhld!Ze~epQAvJ&PI0`UftgW!Zbq6}a$#w{etCXTc5y*sa;knwYH>-ietdjpUS>&r\nkyk0@&Ee@O9{FKt1RJ$Tppn)I@i$RQ!%#4hTMa)1J0D7h;qyPW_\n\nliteral 0\nHcmV?d00001\n\ndiff --git a/tests/__pycache__/test_recipes.cpython-313-pytest-9.1.1.pyc b/tests/__pycache__/test_recipes.cpython-313-pytest-9.1.1.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..bb0eaa4c6adccc64fdeb49c543415b5279ee7fbe\nGIT binary patch\nliteral 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0\nHcmV?d00001\n\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 138,
+ "p2p_total": 138,
+ "f2p_failed": [
+  "tests.test_recipes.ReshapeTests::test_multidimensional"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1117.7
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1062__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1062__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e309cb2f7509d630b105e6a44b95e219d290d33
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1062__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "more-itertools_1062",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "7 failed, 138 passed, 1 skipped, 9833 subtests passed in 7.95s",
+  "failed": [
+   "tests/test_recipes.py::ReshapeTests::test_multidimensional"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1099__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1099__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e2efa20f09ab3b88a772be84756401d8a68ce58
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1099__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "more-itertools_1099",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 32,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 419380,
+  "completion_tokens": 11328
+ },
+ "patch": "diff --git a/more_itertools/more.py b/more_itertools/more.py\nindex ad093b7..fac3126 100755\n--- a/more_itertools/more.py\n+++ b/more_itertools/more.py\n@@ -162,6 +162,7 @@ __all__ = [\n     'strictly_n',\n     'substrings',\n     'substrings_indexes',\n+    'synchronized',\n     'takewhile_inclusive',\n     'time_limited',\n     'unique_in_window',\n@@ -5316,6 +5317,33 @@ class serialize:\n             return next(self.iterator)\n \n \n+def synchronized(func):\n+    \"\"\"Wrap an function that produces iterators to serialized all instances.\n+\n+    Existing itertools and more-itertools can be wrapped so that their\n+    instances are serialized.\n+\n+    For example, ``itertools.count`` does not make thread-safe instances\n+    but that is easily fixed with::\n+\n+        atomic_counter = synchronized(itertools.count)\n+\n+    Can also be used as a decorator for generator functions definitions\n+    so that the generator instances are serialized::\n+\n+        @synchronized\n+        def enumerate_and_timestamp(iterable):\n+            for count, value in enumerate(iterable):\n+                yield count, time_ns(), value                \n+\n+    \"\"\"\n+    @wraps(func)\n+    def inner(*args, **kwargs):\n+        iterator = func(*args, **kwargs)\n+        return serialize(iterator)\n+    return inner\n+\n+\n def concurrent_tee(iterable, n=2):\n     \"\"\"Variant of itertools.tee() but with guaranteed threading semantics.\n \ndiff --git a/more_itertools/more.pyi b/more_itertools/more.pyi\nindex 12da867..0790367 100644\n--- a/more_itertools/more.pyi\n+++ b/more_itertools/more.pyi\n@@ -133,6 +133,7 @@ __all__ = [\n     'strictly_n',\n     'substrings',\n     'substrings_indexes',\n+    'synchronized',\n     'takewhile_inclusive',\n     'time_limited',\n     'unique_in_window',\n@@ -918,6 +919,8 @@ class serialize(Generic[_T], Iterator[_T]):\n     def __iter__(self) -> serialize[_T]: ...\n     def __next__(self) -> _T: ...\n \n+def synchronized(func: _GenFn) -> _GenFn: ...\n+\n def concurrent_tee(\n     iterable: Iterable[_T], n: int = ...\n ) -> tuple[Iterator[_T]]: ...\n",
+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 558,
+ "p2p_total": 558,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 783.4
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1099__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1099__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..34a03dde62d3b1db369a2a9c0bf1ddb871733e36
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1099__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "more-itertools_1099",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "559 passed, 10027 subtests passed in 5.11s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1127__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1127__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..308cefb55f5c29cd290fdafa716977b506ec2596
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1127__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "more-itertools_1127",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 15,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 71067,
+  "completion_tokens": 12793
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..c106a51\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,139 @@\n+[\n+  \"tests/test_recipes.py::AllEqualTests::test_empty\",\n+  \"tests/test_recipes.py::AllEqualTests::test_false\",\n+  \"tests/test_recipes.py::AllEqualTests::test_groupby_calls\",\n+  \"tests/test_recipes.py::AllEqualTests::test_key\",\n+  \"tests/test_recipes.py::AllEqualTests::test_one\",\n+  \"tests/test_recipes.py::AllEqualTests::test_tricky\",\n+  \"tests/test_recipes.py::AllEqualTests::test_true\",\n+  \"tests/test_recipes.py::BatchedTests::test_basic\",\n+  \"tests/test_recipes.py::BatchedTests::test_strict\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_empty\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_nested_remainder\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_never_false\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_never_true\",\n+  \"tests/test_recipes.py::BeforeAndAfterTests::test_some_true\",\n+  \"tests/test_recipes.py::ConsumeTests::test_negative_consume\",\n+  \"tests/test_recipes.py::ConsumeTests::test_null_consume\",\n+  \"tests/test_recipes.py::ConsumeTests::test_sanity\",\n+  \"tests/test_recipes.py::ConsumeTests::test_total_consume\",\n+  \"tests/test_recipes.py::Convolvetests::test_derivative\",\n+  \"tests/test_recipes.py::Convolvetests::test_infinite_signal\",\n+  \"tests/test_recipes.py::Convolvetests::test_moving_average\",\n+  \"tests/test_recipes.py::DotproductTests::test_happy_path\",\n+  \"tests/test_recipes.py::FactorTests::test_basic\",\n+  \"tests/test_recipes.py::FactorTests::test_cross_check\",\n+  \"tests/test_recipes.py::FirstTrueTests::test_default\",\n+  \"tests/test_recipes.py::FirstTrueTests::test_nothing_true\",\n+  \"tests/test_recipes.py::FirstTrueTests::test_pred\",\n+  \"tests/test_recipes.py::FirstTrueTests::test_something_true\",\n+  \"tests/test_recipes.py::FlattenTests::test_basic_usage\",\n+  \"tests/test_recipes.py::FlattenTests::test_single_level\",\n+  \"tests/test_recipes.py::GrouperTests::test_basic\",\n+  \"tests/test_recipes.py::GrouperTests::test_fill\",\n+  \"tests/test_recipes.py::GrouperTests::test_ignore\",\n+  \"tests/test_recipes.py::GrouperTests::test_invalid_incomplete\",\n+  \"tests/test_recipes.py::GrouperTests::test_strict\",\n+  \"tests/test_recipes.py::GrouperTests::test_strict_fails\",\n+  \"tests/test_recipes.py::IterExceptTests::test_exact_exception\",\n+  \"tests/test_recipes.py::IterExceptTests::test_first\",\n+  \"tests/test_recipes.py::IterExceptTests::test_generic_exception\",\n+  \"tests/test_recipes.py::IterExceptTests::test_multiple\",\n+  \"tests/test_recipes.py::IterExceptTests::test_uncaught_exception_is_raised\",\n+  \"tests/test_recipes.py::IterIndexTests::test_basic\",\n+  \"tests/test_recipes.py::IterIndexTests::test_start\",\n+  \"tests/test_recipes.py::IterIndexTests::test_stop\",\n+  \"tests/test_recipes.py::LoopsTests::test_basic\",\n+  \"tests/test_recipes.py::MatMulTests::test_m_by_n\",\n+  \"tests/test_recipes.py::MatMulTests::test_n_by_n\",\n+  \"tests/test_recipes.py::MultinomialTests::test_basic\",\n+  \"tests/test_recipes.py::NcyclesTests::test_happy_path\",\n+  \"tests/test_recipes.py::NcyclesTests::test_null_case\",\n+  \"tests/test_recipes.py::NcyclesTests::test_pathological_case\",\n+  \"tests/test_recipes.py::NthCombinationTests::test_basic\",\n+  \"tests/test_recipes.py::NthCombinationTests::test_invalid_index\",\n+  \"tests/test_recipes.py::NthCombinationTests::test_invalid_r\",\n+  \"tests/test_recipes.py::NthCombinationTests::test_long\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_invalid_index\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_invalid_r\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_long\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_negative_index\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_null\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_r_equal_to_n\",\n+  \"tests/test_recipes.py::NthPermutationTests::test_r_less_than_n\",\n+  \"tests/test_recipes.py::NthTests::test_basic\",\n+  \"tests/test_recipes.py::NthTests::test_default\",\n+  \"tests/test_recipes.py::NthTests::test_negative_item_raises\",\n+  \"tests/test_recipes.py::PadnoneTests::test_basic\",\n+  \"tests/test_recipes.py::PartitionTests::test_arbitrary\",\n+  \"tests/test_recipes.py::PartitionTests::test_bool\",\n+  \"tests/test_recipes.py::PartitionTests::test_pred_is_none\",\n+  \"tests/test_recipes.py::PolynomialDerivativeTests::test_basic\",\n+  \"tests/test_recipes.py::PolynomialEvalTests::test_basic\",\n+  \"tests/test_recipes.py::PolynomialFromRootsTests::test_basic\",\n+  \"tests/test_recipes.py::PolynomialFromRootsTests::test_large\",\n+  \"tests/test_recipes.py::PowersetTests::test_combinatorics\",\n+  \"tests/test_recipes.py::PrependTests::test_basic\",\n+  \"tests/test_recipes.py::PrependTests::test_multiple\",\n+  \"tests/test_recipes.py::PrimeFunctionTests::test_is_prime_pseudoprimes\",\n+  \"tests/test_recipes.py::PrimeFunctionTests::test_primes\",\n+  \"tests/test_recipes.py::PrimeFunctionTests::test_special_primes\",\n+  \"tests/test_recipes.py::QuantifyTests::test_custom_predicate\",\n+  \"tests/test_recipes.py::QuantifyTests::test_happy_path\",\n+  \"tests/test_recipes.py::RandomCombinationTests::test_no_replacement\",\n+  \"tests/test_recipes.py::RandomCombinationTests::test_pseudorandomness\",\n+  \"tests/test_recipes.py::RandomCombinationWithReplacementTests::test_pseudorandomness\",\n+  \"tests/test_recipes.py::RandomCombinationWithReplacementTests::test_replacement\",\n+  \"tests/test_recipes.py::RandomPermutationTests::test_full_permutation\",\n+  \"tests/test_recipes.py::RandomPermutationTests::test_partial_permutation\",\n+  \"tests/test_recipes.py::RandomProductTests::test_list_with_repeat\",\n+  \"tests/test_recipes.py::RandomProductTests::test_simple_lists\",\n+  \"tests/test_recipes.py::RepeatfuncTests::test_added_arguments\",\n+  \"tests/test_recipes.py::RepeatfuncTests::test_finite_repeat\",\n+  \"tests/test_recipes.py::RepeatfuncTests::test_null_times\",\n+  \"tests/test_recipes.py::RepeatfuncTests::test_simple_repeat\",\n+  \"tests/test_recipes.py::ReshapeTests::test_basic\",\n+  \"tests/test_recipes.py::ReshapeTests::test_empty\",\n+  \"tests/test_recipes.py::ReshapeTests::test_multidimensional\",\n+  \"tests/test_recipes.py::ReshapeTests::test_zero\",\n+  \"tests/test_recipes.py::RoundrobinTests::test_even_groups\",\n+  \"tests/test_recipes.py::RoundrobinTests::test_uneven_groups\",\n+  \"tests/test_recipes.py::RunningMedianTests::test_error_cases\",\n+  \"tests/test_recipes.py::RunningMedianTests::test_vs_statistics_median\",\n+  \"tests/test_recipes.py::RunningMedianTests::test_vs_statistics_median_windowed\",\n+  \"tests/test_recipes.py::SieveTests::test_basic\",\n+  \"tests/test_recipes.py::SieveTests::test_prime_counts\",\n+  \"tests/test_recipes.py::SieveTests::test_small_numbers\",\n+  \"tests/test_recipes.py::SlidingWindowTests::test_deque_version\",\n+  \"tests/test_recipes.py::SlidingWindowTests::test_islice_version\",\n+  \"tests/test_recipes.py::SlidingWindowTests::test_zero\",\n+  \"tests/test_recipes.py::SubslicesTests::test_basic\",\n+  \"tests/test_recipes.py::SumOfSquaresTests::test_basic\",\n+  \"tests/test_recipes.py::TabulateTests::test_count\",\n+  \"tests/test_recipes.py::TabulateTests::test_simple_tabulate\",\n+  \"tests/test_recipes.py::TailTests::test_iterator_equal\",\n+  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0\nHcmV?d00001\n\ndiff --git a/more_itertools/recipes.py b/more_itertools/recipes.py\nindex 450d5fc..006909e 100644\n--- a/more_itertools/recipes.py\n+++ b/more_itertools/recipes.py\n@@ -33,7 +33,7 @@ from itertools import (\n     zip_longest,\n )\n from math import prod, comb, isqrt, gcd\n-from operator import mul, is_, not_, itemgetter, getitem, index\n+from operator import mul, is_, not_, itemgetter, getitem, index, sub, truediv\n from random import randrange, sample, choice, shuffle\n from sys import hexversion\n \n@@ -74,6 +74,7 @@ __all__ = [\n     'random_product',\n     'repeatfunc',\n     'roundrobin',\n+    'running_mean',\n     'running_median',\n     'sieve',\n     'sliding_window',\n@@ -1358,6 +1359,26 @@ def _running_median_windowed(iterator, maxlen):\n         yield ordered[m] if n & 1 else (ordered[m - 1] + ordered[m]) / 2\n \n \n+def running_mean(iterable, *, maxlen=None):\n+    \"\"\"Return an iterator that yields the running mean of the elements of the\n+    iterable.\n+\n+    If *maxlen* is specified, the mean is calculated over a sliding window of\n+    at most *maxlen* elements.\n+\n+    >>> list(running_mean(range(1, 9)))\n+    [1.0, 1.5, 2.0, 2.5, 3.0, 3.5, 4.0, 4.5]\n+    >>> list(running_mean(range(1, 9), maxlen=3))\n+    [1.0, 1.5, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0]\n+    \"\"\"\n+    if maxlen is None:\n+        return map(truediv, accumulate(iterable), count(1))\n+    lengths = chain(range(1, maxlen), repeat(maxlen))\n+    it1, it2 = tee(iterable)\n+    deltas = chain(islice(it1, maxlen), map(sub, it1, it2))\n+    return map(truediv, accumulate(deltas), lengths)\n+\n+\n def running_median(iterable, *, maxlen=None):\n     \"\"\"Cumulative median of values seen so far or values in a sliding window.\n \ndiff --git a/tests/__pycache__/__init__.cpython-313.pyc b/tests/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..92831515257a60511984240708752d0e66bd0465\nGIT binary 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+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 137,
+ "p2p_total": 137,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 786.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1127__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1127__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e059204aee9c18d4aef121abcc1445c6b30fefe
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1127__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "more-itertools_1127",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "138 passed, 9845 subtests passed in 8.01s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1135__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1135__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..4773f63851c4d910b380909d1ee644501a5b522a
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1135__s0.json
@@ -0,0 +1,17 @@
+{
+ "instance_id": "more-itertools_1135",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 21,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 176439,
+  "completion_tokens": 24143
+ },
+ "patch": "",
+ "resolved": false,
+ "empty": true,
+ "status": "done",
+ "seconds": 1412.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1135__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1135__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..b11d92486a095cd86a67deee912251343a6ae5a1
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1135__s0.official.json
@@ -0,0 +1,9 @@
+{
+ "instance_id": "more-itertools_1135",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "reason": "empty patch"
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1142__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1142__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8bd72b1bba1d0e4b453ebcfa644454ae10e2be3
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1142__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "more-itertools_1142",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 28,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 196473,
+  "completion_tokens": 7889
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..9b8c8fd\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,717 @@\n+[\n+  \"tests/test_more.py::AdjacentTests::test_call_once\",\n+  \"tests/test_more.py::AdjacentTests::test_consecutive_true\",\n+  \"tests/test_more.py::AdjacentTests::test_distance\",\n+  \"tests/test_more.py::AdjacentTests::test_empty_iterable\",\n+  \"tests/test_more.py::AdjacentTests::test_grouping\",\n+  \"tests/test_more.py::AdjacentTests::test_large_distance\",\n+  \"tests/test_more.py::AdjacentTests::test_length_one\",\n+  \"tests/test_more.py::AdjacentTests::test_negative_distance\",\n+  \"tests/test_more.py::AdjacentTests::test_typical\",\n+  \"tests/test_more.py::AdjacentTests::test_zero_distance\",\n+  \"tests/test_more.py::AllUniqueTests::test_basic\",\n+  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0\nHcmV?d00001\n\ndiff --git a/more_itertools/recipes.py b/more_itertools/recipes.py\nindex 1aef7d8..bdcf5b1 100644\n--- a/more_itertools/recipes.py\n+++ b/more_itertools/recipes.py\n@@ -88,6 +88,7 @@ __all__ = [\n     'transpose',\n     'triplewise',\n     'unique',\n+    'pairwise',\n     'unique_everseen',\n     'unique_justseen',\n ]\ndiff --git a/more_itertools/recipes.pyi b/more_itertools/recipes.pyi\nindex e2b36ec..2248490 100644\n--- a/more_itertools/recipes.pyi\n+++ b/more_itertools/recipes.pyi\n@@ -62,6 +62,7 @@ __all__ = [\n     'transpose',\n     'triplewise',\n     'unique',\n+    'pairwise',\n     'unique_everseen',\n     'unique_justseen',\n ]\ndiff --git a/tests/__pycache__/__init__.cpython-313.pyc b/tests/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..6ded9cbd014901826b932d1faf4ca785020f4bab\nGIT binary patch\nliteral 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+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 139,
+ "p2p_total": 139,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 530.8
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1142__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1142__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..df3161b1895b88921d4ad922bec55385662f9b73
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1142__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "more-itertools_1142",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "140 passed, 9850 subtests passed in 9.80s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1153__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1153__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..c90f45027a9aeca51941d224a0aeabf9447bb21c
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1153__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "more-itertools_1153",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 16,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 154167,
+  "completion_tokens": 2020
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version control.\n+\n+See [the docs](https://docs.pytest.org/en/stable/how-to/cache.html) for more information.\ndiff --git a/.pytest_cache/v/cache/nodeids b/.pytest_cache/v/cache/nodeids\nnew file mode 100644\nindex 0000000..37612bd\n--- /dev/null\n+++ b/.pytest_cache/v/cache/nodeids\n@@ -0,0 +1,577 @@\n+[\n+  \"tests/test_more.py::AdjacentTests::test_call_once\",\n+  \"tests/test_more.py::AdjacentTests::test_consecutive_true\",\n+  \"tests/test_more.py::AdjacentTests::test_distance\",\n+  \"tests/test_more.py::AdjacentTests::test_empty_iterable\",\n+  \"tests/test_more.py::AdjacentTests::test_grouping\",\n+  \"tests/test_more.py::AdjacentTests::test_large_distance\",\n+  \"tests/test_more.py::AdjacentTests::test_length_one\",\n+  \"tests/test_more.py::AdjacentTests::test_negative_distance\",\n+  \"tests/test_more.py::AdjacentTests::test_typical\",\n+  \"tests/test_more.py::AdjacentTests::test_zero_distance\",\n+  \"tests/test_more.py::AllUniqueTests::test_basic\",\n+  \"tests/test_more.py::AllUniqueTests::test_infinite\",\n+  \"tests/test_more.py::AllUniqueTests::test_key\",\n+  \"tests/test_more.py::AllUniqueTests::test_non_hashable\",\n+  \"tests/test_more.py::AllUniqueTests::test_partially_hashable\",\n+  \"tests/test_more.py::AlwaysReversibleTests::test_nonseq_reversed\",\n+  \"tests/test_more.py::AlwaysReversibleTests::test_regular_reversed\",\n+  \"tests/test_more.py::ArgMinArgMaxTests::test_basic\",\n+  \"tests/test_more.py::ArgMinArgMaxTests::test_key\",\n+  \"tests/test_more.py::BucketTests::test_basic\",\n+  \"tests/test_more.py::BucketTests::test_in\",\n+  \"tests/test_more.py::BucketTests::test_list\",\n+  \"tests/test_more.py::BucketTests::test_list_validator\",\n+  \"tests/test_more.py::BucketTests::test_validator\",\n+  \"tests/test_more.py::CallbackIterTests::test_abort\",\n+  \"tests/test_more.py::CallbackIterTests::test_basic\",\n+  \"tests/test_more.py::CallbackIterTests::test_callback_kwd\",\n+  \"tests/test_more.py::CallbackIterTests::test_exception\",\n+  \"tests/test_more.py::CallbackIterTests::test_no_result\",\n+  \"tests/test_more.py::CallbackIterTests::test_partial_consumption\",\n+  \"tests/test_more.py::ChunkedEvenTests::test_0\",\n+  \"tests/test_more.py::ChunkedEvenTests::test_1\",\n+  \"tests/test_more.py::ChunkedEvenTests::test_4\",\n+  \"tests/test_more.py::ChunkedEvenTests::test_5\",\n+  \"tests/test_more.py::ChunkedEvenTests::test_6\",\n+  \"tests/test_more.py::ChunkedEvenTests::test_7\",\n+  \"tests/test_more.py::ChunkedEvenTests::test_evenness\",\n+  \"tests/test_more.py::ChunkedEvenTests::test_infinite\",\n+  \"tests/test_more.py::ChunkedTests::test_even\",\n+  \"tests/test_more.py::ChunkedTests::test_none\",\n+  \"tests/test_more.py::ChunkedTests::test_odd\",\n+  \"tests/test_more.py::ChunkedTests::test_strict_being_true\",\n+  \"tests/test_more.py::ChunkedTests::test_strict_being_true_with_size_none\",\n+  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0\nHcmV?d00001\n\ndiff --git a/more_itertools/more.py b/more_itertools/more.py\nindex 3703a9c..b3f0947 100755\n--- a/more_itertools/more.py\n+++ b/more_itertools/more.py\n@@ -2402,6 +2402,8 @@ class numeric_range(Sequence):\n         )\n \n     def __reversed__(self):\n+        if not self:\n+            return iter(())\n         return iter(\n             numeric_range(\n                 self._get_by_index(-1), self._start - self._step, -self._step\ndiff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..4af8dda\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,6 @@\n+from more_itertools import numeric_range\n+\n+try:\n+    print(list(reversed(numeric_range(0))))\n+except Exception as e:\n+    print(f\"Caught exception: {type(e).__name__}: {e}\")\ndiff --git a/repro_extended.py b/repro_extended.py\nnew file mode 100644\nindex 0000000..b43065d\n--- /dev/null\n+++ b/repro_extended.py\n@@ -0,0 +1,8 @@\n+from more_itertools import numeric_range\n+\n+try:\n+    print(f\"reversed(numeric_range(0)): {list(reversed(numeric_range(0)))}\")\n+    print(f\"reversed(numeric_range(1, 0)): {list(reversed(numeric_range(1, 0)))}\")\n+    print(f\"reversed(numeric_range(0, 1, -1)): {list(reversed(numeric_range(0, 1, -1)))}\")\n+except Exception as e:\n+    print(f\"Caught exception: {type(e).__name__}: {e}\")\ndiff --git a/tests/__pycache__/__init__.cpython-313.pyc b/tests/__pycache__/__init__.cpython-313.pyc\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..1d240b493a57e8298419ff29dcda0b89cc59b788\nGIT binary patch\nliteral 161\nzcmey&%ge<81a<qaXM*U*AOZ#$p^VQgK*m&tbOudEzm*I{OhDdekkl;){gT`Q{dAM~\nz-29?c-OQ5IqLTdloZ@&xLsR4U{50dtl=!?d{qp>x?BasN<W&8V)Z&t2{rLFIyv&mL\nkc)fzkTO2mI`6;D2sdh!IKm$P*7K0ccnHd=wi<p5d0Mb?{F8}}l\n\nliteral 0\nHcmV?d00001\n\ndiff --git a/tests/__pycache__/test_more.cpython-313-pytest-9.1.1.pyc b/tests/__pycache__/test_more.cpython-313-pytest-9.1.1.pyc\nnew file mode 100644\nindex 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+ "applied": true,
+ "f2p_passed": 1,
+ "f2p_total": 1,
+ "p2p_passed": 575,
+ "p2p_total": 575,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 290.5
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1153__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1153__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4383327b1858c9ecd23ec27c1286e2f8a1633e4
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1153__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "more-itertools_1153",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "576 passed, 10046 subtests passed in 5.04s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1154__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1154__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fb3d38658643ff21de200242c4cdd415a9d3926
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1154__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "more-itertools_1154",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 39,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 350163,
+  "completion_tokens": 5446
+ },
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0\nHcmV?d00001\n\ndiff --git a/more_itertools/more.py b/more_itertools/more.py\nindex 2843272..719e9f0 100755\n--- a/more_itertools/more.py\n+++ b/more_itertools/more.py\n@@ -315,6 +315,9 @@ def nth_or_last(iterable, n, default=_marker):\n \n \n class peekable:\n+    def __class_getitem__(cls, item):\n+        return cls\n+\n     \"\"\"Wrap an iterator to allow lookahead and prepending elements.\n \n     Call :meth:`peek` on the result to get the value that will be returned\n@@ -574,6 +577,9 @@ def with_iter(context_manager):\n \n \n class sized_iterator:\n+    def __class_getitem__(cls, item):\n+        return cls\n+\n     \"\"\"Wrapper for *iterable* that implements ``__len__``.\n \n     >>> it = map(str, range(5))\n@@ -1122,6 +1128,9 @@ def substrings_indexes(seq, reverse=False):\n \n \n class bucket:\n+    def __class_getitem__(cls, item):\n+        return cls\n+\n     \"\"\"Wrap *iterable* and return an object that buckets the iterable into\n     child iterables based on a *key* function.\n \ndiff --git a/reproduce_bucket.py b/reproduce_bucket.py\nnew file mode 100644\nindex 0000000..3e05802\n--- /dev/null\n+++ b/reproduce_bucket.py\n@@ -0,0 +1,6 @@\n+from more_itertools import bucket\n+\n+def f(it: bucket[int, str]):\n+    pass\n+\n+print(\"Success!\")\ndiff --git a/reproduce_issue.py b/reproduce_issue.py\nnew file mode 100644\nindex 0000000..dfa703a\n--- /dev/null\n+++ b/reproduce_issue.py\n@@ -0,0 +1,6 @@\n+from more_itertools import peekable\n+\n+def f(it: peekable[str]):\n+    pass\n+\n+print(\"Success!\")\ndiff --git a/reproduce_numeric_range.py b/reproduce_numeric_range.py\nnew file mode 100644\nindex 0000000..a7b2b6c\n--- /dev/null\n+++ b/reproduce_numeric_range.py\n@@ -0,0 +1,6 @@\n+from more_itertools import numeric_range\n+\n+def f(it: numeric_range[int]):\n+    pass\n+\n+print(\"Success!\")\ndiff --git a/reproduce_sequenceview.py b/reproduce_sequenceview.py\nnew file mode 100644\nindex 0000000..4001f00\n--- /dev/null\n+++ b/reproduce_sequenceview.py\n@@ -0,0 +1,6 @@\n+from more_itertools import SequenceView\n+\n+def f(it: SequenceView[int]):\n+    pass\n+\n+print(\"Success!\")\ndiff --git a/reproduce_sized_iterator.py b/reproduce_sized_iterator.py\nnew file mode 100644\nindex 0000000..376315f\n--- /dev/null\n+++ b/reproduce_sized_iterator.py\n@@ -0,0 +1,6 @@\n+from more_itertools import sized_iterator\n+\n+def f(it: sized_iterator[str]):\n+    pass\n+\n+print(\"Success!\")\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 576,
+ "p2p_total": 576,
+ "f2p_failed": [
+  "tests.test_more.PeekableTests::test_class_getitem"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 385.1
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1154__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1154__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..0043721d833d7eaf91be8d52ebdb589fcc82a318
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1154__s0.official.json
@@ -0,0 +1,14 @@
+{
+ "instance_id": "more-itertools_1154",
+ "sample": 0,
+ "ours": false,
+ "official": {
+  "resolved": false,
+  "exit_code": 1,
+  "reason": null,
+  "summary": "1 failed, 576 passed, 10046 subtests passed in 5.62s",
+  "failed": [
+   "tests/test_more.py::PeekableTests::test_class_getitem"
+  ]
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1193__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1193__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac3b568f5f40a83d49a9a619c31b0227427180de
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1193__s0.json
@@ -0,0 +1,23 @@
+{
+ "instance_id": "more-itertools_1193",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 14,
+ "submitted": true,
+ "usage": {
+  "prompt_tokens": 83184,
+  "completion_tokens": 2011
+ },
+ "patch": "diff --git a/.pytest_cache/.gitignore b/.pytest_cache/.gitignore\nnew file mode 100644\nindex 0000000..bc1a1f6\n--- /dev/null\n+++ b/.pytest_cache/.gitignore\n@@ -0,0 +1,2 @@\n+# Created by pytest automatically.\n+*\ndiff --git a/.pytest_cache/CACHEDIR.TAG b/.pytest_cache/CACHEDIR.TAG\nnew file mode 100644\nindex 0000000..fce15ad\n--- /dev/null\n+++ b/.pytest_cache/CACHEDIR.TAG\n@@ -0,0 +1,4 @@\n+Signature: 8a477f597d28d172789f06886806bc55\n+# This file is a cache directory tag created by pytest.\n+# For information about cache directory tags, see:\n+#\thttps://bford.info/cachedir/spec.html\ndiff --git a/.pytest_cache/README.md b/.pytest_cache/README.md\nnew file mode 100644\nindex 0000000..b89018c\n--- /dev/null\n+++ b/.pytest_cache/README.md\n@@ -0,0 +1,8 @@\n+# pytest cache directory #\n+\n+This directory contains data from the pytest's cache plugin,\n+which provides the `--lf` and `--ff` options, as well as the `cache` fixture.\n+\n+**Do not** commit this to version 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+ "f2p_total": 1,
+ "p2p_passed": 585,
+ "p2p_total": 585,
+ "f2p_failed": [],
+ "p2p_failed": [],
+ "resolved": true,
+ "status": "done",
+ "seconds": 237.6
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1193__s0.official.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1193__s0.official.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f57cbbee7e0b09b0cb20f35c33a4bf67e70ce61
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1193__s0.official.json
@@ -0,0 +1,12 @@
+{
+ "instance_id": "more-itertools_1193",
+ "sample": 0,
+ "ours": true,
+ "official": {
+  "resolved": true,
+  "exit_code": 0,
+  "reason": null,
+  "summary": "586 passed, 10080 subtests passed in 6.03s",
+  "failed": []
+ }
+}
\ No newline at end of file
diff --git a/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1216__s0.json b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1216__s0.json
new file mode 100644
index 0000000000000000000000000000000000000000..c24805412ca01e5561adb829a6b18064190b104f
--- /dev/null
+++ b/runs/gemma-4-31b-it-qat-w4a16-ct/more-itertools_1216__s0.json
@@ -0,0 +1,25 @@
+{
+ "instance_id": "more-itertools_1216",
+ "sample": 0,
+ "model": "/kaggle/input/models/google/gemma-4/other/gemma-4-31b-it-qat-w4a16-ct/2",
+ "temperature": 0.7,
+ "turns": 17,
+ "submitted": false,
+ "usage": {
+  "prompt_tokens": 143464,
+  "completion_tokens": 21669
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0\nHcmV?d00001\n\ndiff --git a/repro.py b/repro.py\nnew file mode 100644\nindex 0000000..bcb6d22\n--- /dev/null\n+++ b/repro.py\n@@ -0,0 +1,15 @@\n+from more_itertools import numeric_range\n+from decimal import Decimal\n+from fractions import Fraction\n+\n+def test_eq():\n+    print(f\"range(2, 3, 1) == range(2, 3, 5): {range(2, 3, 1) == range(2, 3, 5)}\")\n+    print(f\"numeric_range(2, 3, 1) == numeric_range(2, 3, 5): {numeric_range(2, 3, 1) == numeric_range(2, 3, 5)}\")\n+\n+def test_hash():\n+    print(f\"hash(range(2, 3, 1)) == hash(range(2, 3, 5)): {hash(range(2, 3, 1)) == hash(range(2, 3, 5))}\")\n+    print(f\"hash(numeric_range(2, 3, 1)) == hash(numeric_range(2, 3, 5)): {hash(numeric_range(2, 3, 1)) == hash(numeric_range(2, 3, 5))}\")\n+\n+if __name__ == \"__main__\":\n+    test_eq()\n+    test_hash()\n",
+ "applied": true,
+ "f2p_passed": 0,
+ "f2p_total": 1,
+ "p2p_passed": 587,
+ "p2p_total": 587,
+ "f2p_failed": [
+  "tests.test_more.NumericRangeTests::test_eq"
+ ],
+ "p2p_failed": [],
+ "resolved": false,
+ "status": "done",
+ "seconds": 1318.9
+}
\ No newline at end of file