SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Paper • 2310.06770 • Published • 9
instance_id stringlengths 13 37 | text stringlengths 3.08k 667k | repo stringclasses 35
values | base_commit stringlengths 40 40 | problem_statement stringlengths 10 256k | hints_text stringlengths 0 908k | created_at stringlengths 20 20 | patch stringlengths 18 101M | test_patch stringclasses 1
value | version stringclasses 1
value | FAIL_TO_PASS stringclasses 1
value | PASS_TO_PASS stringclasses 1
value | environment_setup_commit stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Qiskit__qiskit-4465 | You will be provided with a partial code base and an issue statement explaining a problem to resolve.
<issue>
`initialize` and `Statevector` don't play nicely
<!-- ⚠️ If you do not respect this template, your issue will be closed -->
<!-- ⚠️ Make sure to browse the opened and closed issues -->
### Informations
-... | Qiskit/qiskit | aae6eab589915d948f89d1b131019282560df61a | `initialize` and `Statevector` don't play nicely
<!-- ⚠️ If you do not respect this template, your issue will be closed -->
<!-- ⚠️ Make sure to browse the opened and closed issues -->
### Informations
- **Qiskit Aer version**: 0.5.1
- **Python version**: 3.7.3
- **Operating system**: OSX
### What is the cu... | Funny cause the circuit has no resets:
```
┌───┐┌───────────────┐┌───┐»
q_0: ─|0>──────────────────────────────┤ X ├┤ U3(-pi/2,0,0) ├┤ X ├»
┌──────────────┐┌───────────┐└─┬─┘└───────────────┘└─┬─┘»
q_1: ─|0>─┤ U3(pi/2,0,0) ├┤ U3(0,0,0) ├──■─────────────────────■──... | 2020-05-15T16:51:32Z | <patch>
diff --git a/qiskit/quantum_info/states/densitymatrix.py b/qiskit/quantum_info/states/densitymatrix.py
--- a/qiskit/quantum_info/states/densitymatrix.py
+++ b/qiskit/quantum_info/states/densitymatrix.py
@@ -547,12 +547,22 @@ def _evolve_operator(self, other, qargs=None):
def _append_instruction(self, oth... | [] | [] | |||
ipython__ipython-10213 | "You will be provided with a partial code base and an issue statement explaining a problem to resolv(...TRUNCATED) | ipython/ipython | 78ec96d7ca0147f0655d5260f2ab0c61d94e4279 | "remove usage of backports.shutil_get_terminal_size\nThis is for pre-3.3 Python.\r\n\r\nPretty easy (...TRUNCATED) | 2017-01-28T05:22:06Z | "<patch>\ndiff --git a/IPython/utils/terminal.py b/IPython/utils/terminal.py\n--- a/IPython/utils/te(...TRUNCATED) | [] | [] | ||||
Qiskit__qiskit-1295 | "You will be provided with a partial code base and an issue statement explaining a problem to resolv(...TRUNCATED) | Qiskit/qiskit | 77dc51b93e7312bbff8f5acf7d8242232bd6624f | "credentials failed for qiskit ver 0.6.1\n<!-- ⚠️ If you do not respect this template, your issu(...TRUNCATED) | "Can you try enable_account or regenerating the token. Your code should work. If you type `IBMQ.stor(...TRUNCATED) | 2018-11-19T08:27:15Z | "<patch>\ndiff --git a/qiskit/backends/ibmq/credentials/_configrc.py b/qiskit/backends/ibmq/credenti(...TRUNCATED) | [] | [] | |||
docker__compose-6410 | "You will be provided with a partial code base and an issue statement explaining a problem to resolv(...TRUNCATED) | docker/compose | 14e7a11b3c96f0ea818c8c28d84a1aff7967e579 | "Upgrade `events` to use the new API fields\nIn API version 1.22 the events structure was updated to(...TRUNCATED) | "This upgrade may also allow us to handle image events. Since we won't need to inspect every event, (...TRUNCATED) | 2018-12-11T01:55:02Z | "<patch>\ndiff --git a/compose/cli/log_printer.py b/compose/cli/log_printer.py\n--- a/compose/cli/lo(...TRUNCATED) | [] | [] | |||
ytdl-org__youtube-dl-1591 | "You will be provided with a partial code base and an issue statement explaining a problem to resolv(...TRUNCATED) | ytdl-org/youtube-dl | b4cdc245cf0af0672207a5090cb6eb6c29606cdb | "Opus audio conversion failure\nWhen trying to extract and convert audio from a youtube video into a(...TRUNCATED) | "I had the same issue and after an hour-long debug session with a friend of mine we found out that t(...TRUNCATED) | 2013-10-12T11:32:27Z | "<patch>\ndiff --git a/youtube_dl/PostProcessor.py b/youtube_dl/PostProcessor.py\n--- a/youtube_dl/P(...TRUNCATED) | [] | [] | |||
numpy__numpy-13703 | "You will be provided with a partial code base and an issue statement explaining a problem to resolv(...TRUNCATED) | numpy/numpy | 40ada70d9efc903097b2ff3f968c23a7e2f14296 | "Dtype.base attribute not documented\ndtype instances have a `base` attribute that, I think, is mean(...TRUNCATED) | "I've found myself using `.subdtype` instead, which contains the same info\nI think base also means (...TRUNCATED) | 2019-06-03T20:15:13Z | "<patch>\ndiff --git a/numpy/core/_add_newdocs.py b/numpy/core/_add_newdocs.py\n--- a/numpy/core/_ad(...TRUNCATED) | [] | [] | |||
wagtail__wagtail-7855 | "You will be provided with a partial code base and an issue statement explaining a problem to resolv(...TRUNCATED) | wagtail/wagtail | 4550bba562286992b27e667b071451e6886fbf44 | "Use html_url in alias_of API serialisation\nAs per https://github.com/wagtail/wagtail/pull/7669#iss(...TRUNCATED) | 2022-01-13T15:50:23Z | "<patch>\ndiff --git a/wagtail/api/v2/serializers.py b/wagtail/api/v2/serializers.py\n--- a/wagtail/(...TRUNCATED) | [] | [] | ||||
pandas-dev__pandas-27237 | "You will be provided with a partial code base and an issue statement explaining a problem to resolv(...TRUNCATED) | pandas-dev/pandas | f683473a156f032a64a1d7edcebde21c42a8702d | "Add key to sorting functions\nMany python functions (sorting, max/min) accept a key argument, perh(...TRUNCATED) | "Here's a specific use case that came up on [StackOverflow](http://stackoverflow.com/questions/29580(...TRUNCATED) | 2019-07-04T23:04:26Z | "<patch>\ndiff --git a/doc/source/user_guide/basics.rst b/doc/source/user_guide/basics.rst\n--- a/do(...TRUNCATED) | [] | [] | |||
conan-io__conan-3187 | "You will be provided with a partial code base and an issue statement explaining a problem to resolv(...TRUNCATED) | conan-io/conan | c3baafb780b6e5498f8bd460426901d9d5ab10e1 | "Using \"?\" in a tools.get() URL will fail, while using it in a tools.download() will succeed.\nTo (...TRUNCATED) | "Verified: ``tools.get()`` uses the last part of the URL as the name of the file to be saved.\r\n\r\(...TRUNCATED) | 2018-07-10T10:30:23Z | "<patch>\ndiff --git a/conans/client/tools/net.py b/conans/client/tools/net.py\n--- a/conans/client/(...TRUNCATED) | [] | [] | |||
googleapis__google-cloud-python-3348 | "You will be provided with a partial code base and an issue statement explaining a problem to resolv(...TRUNCATED) | googleapis/google-cloud-python | 520637c245d461db8ee45ba466d763036b82ea42 | Error reporting system tests needed
Follow up to #3263.
| 2017-05-01T22:40:28Z | "<patch>\ndiff --git a/error_reporting/nox.py b/error_reporting/nox.py\n--- a/error_reporting/nox.py(...TRUNCATED) | [] | [] |
End of preview. Expand in Data Studio
Dataset Card for "SWE-bench_bm25_40K"
Dataset Summary
SWE-bench is a dataset that tests systems’ ability to solve GitHub issues automatically. The dataset collects 2,294 Issue-Pull Request pairs from 12 popular Python. Evaluation is performed by unit test verification using post-PR behavior as the reference solution.
The dataset was released as part of SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
This dataset SWE-bench_bm25_40K includes a formatting of each instance using Pyserini's BM25 retrieval as described in the paper. The code context size limit is 40,000 cl100k_base tokens from the tiktoken tokenization package used for OpenAI models.
The text column can be used directly with LMs to generate patch files.
Models are instructed to generate patch formatted file using the following template:
<patch>
diff
--- a/path/to/file.py
--- b/path/to/file.py
@@ -1,3 +1,3 @@
This is a test file.
-It contains several lines.
+It has been modified.
This is the third line.
</patch>
This format can be used directly with the SWE-bench inference scripts. Please refer to these scripts for more details on inference.
Supported Tasks and Leaderboards
SWE-bench proposes a new task: issue resolution provided a full repository and GitHub issue. The leaderboard can be found at www.swebench.com
Languages
The text of the dataset is primarily English, but we make no effort to filter or otherwise clean based on language type.
Dataset Structure
Data Instances
An example of a SWE-bench datum is as follows:
instance_id: (str) - A formatted instance identifier, usually as repo_owner__repo_name-PR-number.
text: (str) - The input text including instructions, the "Oracle" retrieved file, and an example of the patch format for output.
patch: (str) - The gold patch, the patch generated by the PR (minus test-related code), that resolved the issue.
repo: (str) - The repository owner/name identifier from GitHub.
base_commit: (str) - The commit hash of the repository representing the HEAD of the repository before the solution PR is applied.
hints_text: (str) - Comments made on the issue prior to the creation of the solution PR’s first commit creation date.
created_at: (str) - The creation date of the pull request.
test_patch: (str) - A test-file patch that was contributed by the solution PR.
problem_statement: (str) - The issue title and body.
version: (str) - Installation version to use for running evaluation.
environment_setup_commit: (str) - commit hash to use for environment setup and installation.
FAIL_TO_PASS: (str) - A json list of strings that represent the set of tests resolved by the PR and tied to the issue resolution.
PASS_TO_PASS: (str) - A json list of strings that represent tests that should pass before and after the PR application.
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