repo stringclasses 156
values | pull_number stringlengths 2 5 | instance_id stringlengths 15 55 | issue_numbers listlengths 1 11 | base_commit stringlengths 40 40 | patch stringlengths 356 2.11M | test_patch stringlengths 375 3.22M | problem_statement stringlengths 25 64.6k | hints_text stringlengths 2 107k | all_hints_text stringlengths 2 127k | commit_urls listlengths 1 93 | created_at timestamp[s]date 2024-01-01 02:57:59 2025-08-30 07:39:31 | commit_url stringlengths 74 114 | test_cmds listlengths 1 4 | log_parser stringclasses 1
value | difficulty dict | FAIL_TO_PASS listlengths 1 278 | PASS_TO_PASS listlengths 3 23.9k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
conan-io/conan | 15377 | conan-io__conan-15377 | [
"15371"
] | c361744fa45be644670a8bf476d2bafccafe7f16 | "diff --git a/conan/tools/files/conandata.py b/conan/tools/files/conandata.py\nindex c6925450826..0b(...TRUNCATED) | "diff --git a/conans/test/functional/tools/scm/test_git.py b/conans/test/functional/tools/scm/test_g(...TRUNCATED) | "[feature] scm to conandata helper\n### What is your suggestion?\n\nIn Conan 1.X there was the possi(...TRUNCATED) | To take into account: the ``trim_conandata`` possible interactions
| To take into account: the ``trim_conandata`` possible interactions
| ["https://github.com/conan-io/conan/commit/f6109258ceefdffce8299756a05a2425c4f21ff9","https://github(...TRUNCATED) | 2024-01-03T09:26:31 | https://github.com/conan-io/conan/tree/c361744fa45be644670a8bf476d2bafccafe7f16 | [
"pytest -rA"
] | pytest | {
"files": 2,
"hunks": 3,
"lines": 13
} | ["conans/test/functional/tools/scm/test_git.py::TestGitBasicSCMFlow::test_full_scm[True]","conans/te(...TRUNCATED) | ["conans/test/functional/only_source_test.py::OnlySourceTest::test_build_policies_in_conanfile","con(...TRUNCATED) |
geopandas/geopandas | 3132 | geopandas__geopandas-3132 | [
"1320"
] | fed9e57a0033dee6c18ce9da40dcd49e1211f876 | "diff --git a/CHANGELOG.md b/CHANGELOG.md\nindex fadd1dd85e..9405275ef2 100644\n--- a/CHANGELOG.md\n(...TRUNCATED) | "diff --git a/geopandas/tests/test_geodataframe.py b/geopandas/tests/test_geodataframe.py\nindex 85c(...TRUNCATED) | "Make `GeoDataFrame._to_geo` \"public\"\nCurrently `GeoDataFrame.to_json` uses `GeoDataFrame._to_geo(...TRUNCATED) | "What would be the use case of that? I am just curious, I have nothing against it. Feel free to make(...TRUNCATED) | "What would be the use case of that? I am just curious, I have nothing against it. Feel free to make(...TRUNCATED) | ["https://github.com/geopandas/geopandas/commit/67ef3eb2fe48d32c5ef809305d581c68a269d114","https://g(...TRUNCATED) | 2024-01-05T17:09:25 | https://github.com/geopandas/geopandas/tree/fed9e57a0033dee6c18ce9da40dcd49e1211f876 | [
"pytest -rA"
] | pytest | {
"files": 3,
"hunks": 10,
"lines": 76
} | ["geopandas/tests/test_geodataframe.py::TestDataFrame::test_geodataframe_geojson_no_bbox","geopandas(...TRUNCATED) | ["geopandas/io/tests/test_file.py::test_to_file[fiona-ESRI","geopandas/io/tests/test_file.py::test_t(...TRUNCATED) |
reata/sqllineage | 524 | reata__sqllineage-524 | [
"487"
] | 4adcc8f46fe9c5f919c9d942e1e1a0cf7d342cc2 | "diff --git a/sqllineage/core/holders.py b/sqllineage/core/holders.py\nindex fe663d00..688833fe 1006(...TRUNCATED) | "diff --git a/tests/sql/column/test_column_update.py b/tests/sql/column/test_column_update.py\nnew f(...TRUNCATED) | "update statement column lineage\n```sql\r\nupdate \r\n public.tgt_tbl1\r\nset \r\n email = s.(...TRUNCATED) | "Column lineage for UPDATE statement is not supported as of v1.4.8.\r\n\r\nIt should be quite simila(...TRUNCATED) | "Column lineage for UPDATE statement is not supported as of v1.4.8.\r\n\r\nIt should be quite simila(...TRUNCATED) | ["https://github.com/reata/sqllineage/commit/2ec1af27c66a00fc169744cf6a892d7e528f0376","https://gith(...TRUNCATED) | 2024-01-02T02:25:22 | https://github.com/reata/sqllineage/tree/4adcc8f46fe9c5f919c9d942e1e1a0cf7d342cc2 | [
"pytest -rA"
] | pytest | {
"files": 7,
"hunks": 16,
"lines": 341
} | ["tests/sql/column/test_column_update.py::test_column_update_with_single_table","tests/sql/column/te(...TRUNCATED) | ["tests/core/test_cli.py::test_cli_dummy","tests/core/test_cli.py::test_file_exception","tests/core/(...TRUNCATED) |
privacyidea/privacyidea | 3852 | privacyidea__privacyidea-3852 | [
"3281"
] | 969e5f55d603ea86b3f0832e23a69e0c58621d3e | "diff --git a/doc/policies/index.rst b/doc/policies/index.rst\nindex 7e663e0809..dabdacc572 100644\n(...TRUNCATED) | "diff --git a/tests/test_lib_policy.py b/tests/test_lib_policy.py\nindex 158f25ee9f..11b39642e7 1006(...TRUNCATED) | "Allow case insensitive usersnames in Policies\n**Is your feature request related to a problem? Plea(...TRUNCATED) | "Thank you for filing an issue and sharing your observations or ideas. Please be sure to provide as (...TRUNCATED) | "Thank you for filing an issue and sharing your observations or ideas. Please be sure to provide as (...TRUNCATED) | ["https://github.com/privacyidea/privacyidea/commit/19d2d710f90aacb2b2fcf1c64254c5a65d6af25d","https(...TRUNCATED) | 2024-01-29T09:38:26 | https://github.com/privacyidea/privacyidea/tree/969e5f55d603ea86b3f0832e23a69e0c58621d3e | [
"pytest -v -rA tests/"
] | pytest | {
"files": 6,
"hunks": 15,
"lines": 92
} | [
"tests/test_lib_policy.py::PolicyTestCase::test_02_update_policies"
] | ["tests/test_api_2stepinit.py::TwoStepInitTestCase::test_01_init_token","tests/test_api_2stepinit.py(...TRUNCATED) |
matplotlib/matplotlib | 27613 | matplotlib__matplotlib-27613 | [
"27596"
] | 83aa3e41bf9d4de308e306521e0cb3f688952942 | "diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py\nindex cf4dd07a6b98..f730db0dee3(...TRUNCATED) | "diff --git a/lib/matplotlib/tests/test_cycles.py b/lib/matplotlib/tests/test_cycles.py\nindex 9bbb9(...TRUNCATED) | "[Bug]: Markers with numeric name like CARETLEFT cannot be specified using a cycler\n### Bug summary(...TRUNCATED) | "Looks like the validator for the `marker` property is a stringlist\r\nvalidator, so it is trying to(...TRUNCATED) | "Looks like the validator for the `marker` property is a stringlist\r\nvalidator, so it is trying to(...TRUNCATED) | [
"https://github.com/matplotlib/matplotlib/commit/8ca4d7938aae134d8394f8eb26efa03f5cf691de"
] | 2024-01-08T23:53:11 | https://github.com/matplotlib/matplotlib/tree/83aa3e41bf9d4de308e306521e0cb3f688952942 | [
"pytest -rA"
] | pytest | {
"files": 2,
"hunks": 7,
"lines": 26
} | [
"lib/matplotlib/tests/test_cycles.py::test_valid_marker_cycles"
] | ["lib/matplotlib/tests/test_afm.py::test_nonascii_str","lib/matplotlib/tests/test_afm.py::test_parse(...TRUNCATED) |
reata/sqllineage | 565 | reata__sqllineage-565 | [
"564"
] | 4c6c65e7c94b87b50f26ad7f35ac26ed26a54cee | "diff --git a/sqllineage/core/parser/sqlfluff/extractors/create_insert.py b/sqllineage/core/parser/s(...TRUNCATED) | "diff --git a/tests/sql/column/test_column_select_column_specified_in_dml.py b/tests/sql/column/test(...TRUNCATED) | "Not fully processed top-level subquery in DML\n**SQL**\r\n```sql\r\nINSERT INTO tab1 (col1, col2) ((...TRUNCATED) | [
"https://github.com/reata/sqllineage/commit/9060655fb8271c508348c83d6fa3f617c243af92"
] | 2024-01-23T14:46:47 | https://github.com/reata/sqllineage/tree/4c6c65e7c94b87b50f26ad7f35ac26ed26a54cee | [
"pytest -rA"
] | pytest | {
"files": 2,
"hunks": 3,
"lines": 28
} | ["tests/sql/column/test_column_select_column_specified_in_dml.py::test_view_with_subquery_custom_col(...TRUNCATED) | ["tests/core/test_cli.py::test_cli_dummy","tests/core/test_cli.py::test_file_exception","tests/core/(...TRUNCATED) | ||
sphinx-doc/sphinx | 11888 | sphinx-doc__sphinx-11888 | [
"11887"
] | 882a174e48a4dfd22d4fab4b2e3b74f091b3f98e | "diff --git a/sphinx/search/__init__.py b/sphinx/search/__init__.py\nindex 99c934a0f06..42b45e113ad (...TRUNCATED) | "diff --git a/tests/test_search.py b/tests/test_search.py\nindex d4bbef5b3b3..f13c9a2468e 100644\n--(...TRUNCATED) | "searchindex.js: parallel HTML builds may produce non-deterministic index\n### Describe the bug\n\nT(...TRUNCATED) | ["https://github.com/sphinx-doc/sphinx/commit/44d610a60d6e4375d996f4d3f1c902ca4dc2b9ad","https://git(...TRUNCATED) | 2024-01-17T00:57:52 | https://github.com/sphinx-doc/sphinx/tree/882a174e48a4dfd22d4fab4b2e3b74f091b3f98e | [
"python -X dev -X warn_default_encoding -m pytest -v -rA"
] | pytest | {
"files": 1,
"hunks": 1,
"lines": 2
} | [
"tests/test_search.py::test_IndexBuilder"
] | ["tests/test_addnodes.py::test_desc_sig_element_nodes","tests/test_api_translator.py::test_html_tran(...TRUNCATED) | ||
conan-io/conan | 15571 | conan-io__conan-15571 | [
"14764",
"15519"
] | d4e7b3e1edda188c13f7c404e064cb3a98d58965 | "diff --git a/conans/model/options.py b/conans/model/options.py\nindex 9384fb08e0e..62aedac2132 1006(...TRUNCATED) | "diff --git a/conans/test/integration/options/options_test.py b/conans/test/integration/options/opti(...TRUNCATED) | "[feature] Recipe definition of options with medium precedence over profiles\n### What is your sugge(...TRUNCATED) | "We agreed to give this a try for a POC, and see how it looks\n\nHi @frogarian \r\n\r\nThanks for y(...TRUNCATED) | "We agreed to give this a try for a POC, and see how it looks\n\nHi @frogarian \r\n\r\nThanks for y(...TRUNCATED) | ["https://github.com/conan-io/conan/commit/a3c7bccbd97b93220151cee29f526507a8194f94","https://github(...TRUNCATED) | 2024-01-31T13:08:27 | https://github.com/conan-io/conan/tree/d4e7b3e1edda188c13f7c404e064cb3a98d58965 | [
"python -m pytest -rA ."
] | pytest | {
"files": 1,
"hunks": 3,
"lines": 15
} | ["conans/test/integration/options/options_test.py::TestImportantOptions::test_important_options[liba(...TRUNCATED) | ["conans/test/functional/only_source_test.py::OnlySourceTest::test_build_policies_in_conanfile","con(...TRUNCATED) |
conan-io/conan | 15504 | conan-io__conan-15504 | [
"15502"
] | c361744fa45be644670a8bf476d2bafccafe7f16 | "diff --git a/conan/api/subapi/export.py b/conan/api/subapi/export.py\nindex 9c3a59c9525..ab8d410cdd(...TRUNCATED) | "diff --git a/conans/test/integration/command/export_pkg_test.py b/conans/test/integration/command/e(...TRUNCATED) | "[feature] upload the binary package just created with `create`/`export-pkg`\n### What is your sugge(...TRUNCATED) | "Hi @X1aomu \r\n\r\nThanks for your suggestions.\r\n\r\nI'd like to clarify some issues first:\r\n\r(...TRUNCATED) | "Hi @X1aomu \r\n\r\nThanks for your suggestions.\r\n\r\nI'd like to clarify some issues first:\r\n\r(...TRUNCATED) | [
"https://github.com/conan-io/conan/commit/2ad5a75c24b8e5d151ccffaab62a6b9754047aba"
] | 2024-01-23T14:06:48 | https://github.com/conan-io/conan/tree/c361744fa45be644670a8bf476d2bafccafe7f16 | [
"python -m pytest -rA ."
] | pytest | {
"files": 2,
"hunks": 3,
"lines": 10
} | [
"conans/test/integration/command/export_pkg_test.py::ExportPkgTest::test_export_pkg_json"
] | ["conans/test/functional/only_source_test.py::OnlySourceTest::test_build_policies_in_conanfile","con(...TRUNCATED) |
reata/sqllineage | 557 | reata__sqllineage-557 | [
"528"
] | 942fcf4e5578da3f3ce22501b17fbceb5ea9c350 | "diff --git a/sqllineage/core/parser/sqlfluff/extractors/create_insert.py b/sqllineage/core/parser/s(...TRUNCATED) | "diff --git a/tests/sql/column/test_metadata_target_column.py b/tests/sql/column/test_metadata_targe(...TRUNCATED) | "set target table column name from MetaDataProvider\n**Is your feature request related to a problem?(...TRUNCATED) | "This is a valid case that we definitely want to improve with MetaDataProvider.\r\n\r\nI'll come bac(...TRUNCATED) | "This is a valid case that we definitely want to improve with MetaDataProvider.\r\n\r\nI'll come bac(...TRUNCATED) | ["https://github.com/reata/sqllineage/commit/9bb8b4a812f2e950b5cb2fcde7c760e8a3112e4b","https://gith(...TRUNCATED) | 2024-01-17T04:54:29 | https://github.com/reata/sqllineage/tree/942fcf4e5578da3f3ce22501b17fbceb5ea9c350 | [
"pytest -rA"
] | pytest | {
"files": 1,
"hunks": 2,
"lines": 11
} | ["tests/sql/column/test_metadata_target_column.py::test_metadata_target_column[provider0]","tests/sq(...TRUNCATED) | ["tests/core/test_cli.py::test_cli_dummy","tests/core/test_cli.py::test_file_exception","tests/core/(...TRUNCATED) |
End of preview. Expand in Data Studio
A brand-new, continuously updated SWE-bench-like dataset powered by an automated curation pipeline.
For the official data release page, please see microsoft/SWE-bench-Live.
Dataset Summary
SWE-bench-Live is a live benchmark for issue resolving, designed to evaluate an AI system’s ability to complete real-world software engineering tasks. Thanks to our automated dataset curation pipeline, we plan to update SWE-bench-Live on a monthly basis to provide the community with up-to-date task instances and support rigorous and contamination-free evaluation.
News
- 9/17/2025: Dataset updated! We’ve finalized the update process for SWE-bench-Live: Each month, we will add 50 newly verified, high-quality issues to the dataset. The
liteandverifiedsplits will remain frozen, ensuring fair leaderboard comparisons and keeping evaluation costs manageable. To access the latest issues, please refer to thefullsplit! - 07/19/2025: We've employed a LLM filter to automatically filter full dataset to create SWE-bench-Live Verified. The initial Verified subset contains 500 instances from 2024-07 to 2025-04.
- 06/30/2025: We’ve updated the dataset — it now includes a total of 1,565 task instances across 164 repositories!
- 05/21/2025: The initial release of SWE-bench-Live includes 1,319 latest (created after 2024) task instances, each paired with an instance-level Docker image for test execution, covering 93 repositories.
SWE-bench-Live Curation Pipeline
Dataset Structure
| Field | Type | Description |
|---|---|---|
repo |
str |
Repository full name |
pull_number |
str |
Pull request number |
instance_id |
str |
Unique identifier of the task instance |
issue_numbers |
str |
Issues that are resolved by the pull request |
base_commit |
str |
The commit on which the PR is based |
patch |
str |
Gold patch in .diff format |
test_patch |
str |
Test suite modifications |
problem_statement |
str |
Issue description text |
FAIL_TO_PASS |
List[str] |
Tests that should transition from failing to passing |
PASS_TO_PASS |
List[str] |
Tests that should remain passing |
image_key |
str |
Instance-level docker image |
test_cmds |
List[str] |
Commands to run test suite |
log_parser |
str |
Type of log parser, pytest by default |
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