|
--- |
|
dataset_info: |
|
features: |
|
- name: repo |
|
dtype: string |
|
- name: pull_number |
|
dtype: int64 |
|
- name: instance_id |
|
dtype: string |
|
- name: issue_numbers |
|
sequence: string |
|
- name: base_commit |
|
dtype: string |
|
- name: patch |
|
dtype: string |
|
- name: test_patch |
|
dtype: string |
|
- name: problem_statement |
|
dtype: string |
|
- name: hints_text |
|
dtype: string |
|
- name: created_at |
|
dtype: string |
|
- name: PASS_TO_PASS |
|
sequence: 'null' |
|
- name: FAIL_TO_PASS |
|
sequence: 'null' |
|
splits: |
|
- name: train |
|
num_bytes: 2500852534 |
|
num_examples: 64689 |
|
download_size: 728489913 |
|
dataset_size: 2500852534 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
--- |
|
|
|
SWE-Gym Raw contains 64,689 instances sourced from 358 Python repos. |
|
|
|
Most of the instances there doesn't have associated python environment configured and is not validated with SWE-Bench verification process. |
|
|
|
If you are working to scale training environments, these instances might be helpful. |
|
Otherwise, please take a look at [SWE-Gym](https://huggingface.co/datasets/SWE-Gym/SWE-gym) and [SWE-Gym Lite](https://huggingface.co/datasets/SWE-Gym/SWE-gym_Lite) , why are ready to be used for agent training. |
|
|
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**Get started at project page [github.com/SWE-Gym/SWE-Gym](https://github.com/SWE-Gym/SWE-Gym)** |
|
|
|
|
|
| Repository | Frequency | |
|
|------------|-----------| |
|
| pandas-dev/pandas | 2328 | |
|
| Qiskit/qiskit | 2252 | |
|
| dbt-labs/dbt-core | 2029 | |
|
| Transpile-AI/ivy | 1550 | |
|
| python/mypy | 1186 | |
|
| getmoto/moto | 1002 | |
|
| modin-project/modin | 994 | |
|
| mne-tools/mne-python | 990 | |
|
| Project-MONAI/MONAI | 964 | |
|
| dask/dask | 921 | |
|
| bokeh/bokeh | 892 | |
|
| iterative/dvc | 888 | |
|
| pylint-dev/pylint | 854 | |
|
| conan-io/conan | 754 | |
|
| pantsbuild/pants | 732 | |
|
| spyder-ide/spyder | 719 | |
|
| googleapis/google-cloud-python | 712 | |
|
| numba/numba | 698 | |
|
| ansible/ansible | 673 | |
|
| great-expectations/great_expectations | 645 | |
|
| oppia/oppia | 640 | |
|
| google/jax | 628 | |
|
| saleor/saleor | 615 | |
|
| hpcaitech/ColossalAI | 579 | |
|
| scipy/scipy | 566 | |
|
| statsmodels/statsmodels | 565 | |
|
| edgedb/edgedb | 557 | |
|
| rotki/rotki | 544 | |
|
| pydantic/pydantic | 530 | |
|
| tobymao/sqlglot | 523 | |
|
| certbot/certbot | 492 | |
|
| Lightning-AI/pytorch-lightning | 484 | |
|
| ibis-project/ibis | 479 | |
|
| cloud-custodian/cloud-custodian | 476 | |
|
| python-pillow/Pillow | 467 | |
|
| pypa/pip | 461 | |
|
| django-cms/django-cms | 430 | |
|
| numpy/numpy | 425 | |
|
| dask/distributed | 423 | |
|
| mesonbuild/meson | 419 | |
|
| netbox-community/netbox | 413 | |
|
| biolab/orange3 | 410 | |
|
| ansible-collections/community.general | 408 | |
|
| HypothesisWorks/hypothesis | 408 | |
|
| deepset-ai/haystack | 402 | |
|
| privacyidea/privacyidea | 402 | |
|
| aws-cloudformation/cfn-lint | 398 | |
|
| apache/airflow | 380 | |
|
| wagtail/wagtail | 379 | |
|
| litestar-org/litestar | 377 | |
|
| open-telemetry/opentelemetry-python | 369 | |
|
| quantumlib/Cirq | 367 | |
|
| fossasia/open-event-server | 360 | |
|
| freqtrade/freqtrade | 359 | |
|
| matrix-org/synapse | 356 | |
|
| DataBiosphere/toil | 353 | |
|
| nilearn/nilearn | 352 | |
|
| nautobot/nautobot | 343 | |
|
| pypi/warehouse | 342 | |
|
| freedomofpress/securedrop | 338 | |
|
| learningequality/kolibri | 338 | |
|
| ipython/ipython | 323 | |
|
| chainer/chainer | 314 | |
|
| zulip/zulip | 306 | |
|
| pytorch/ignite | 298 | |
|
| encode/django-rest-framework | 296 | |
|
| scikit-image/scikit-image | 288 | |
|
| sunpy/sunpy | 286 | |
|
| pex-tool/pex | 285 | |
|
| bridgecrewio/checkov | 283 | |
|
| vyperlang/vyper | 280 | |
|
| readthedocs/readthedocs.org | 273 | |
|
| streamlink/streamlink | 268 | |
|
| conan-io/conan-center-index | 264 | |
|
| mitmproxy/mitmproxy | 259 | |
|
| ckan/ckan | 258 | |
|
| aio-libs/aiohttp | 256 | |
|
| hedyorg/hedy | 253 | |
|
| networkx/networkx | 252 | |
|
| psf/black | 251 | |
|
| scrapy/scrapy | 248 | |
|
| localstack/localstack | 244 | |
|
| qutebrowser/qutebrowser | 243 | |
|
| python-telegram-bot/python-telegram-bot | 242 | |
|
| streamlit/streamlit | 239 | |
|
| geopandas/geopandas | 238 | |
|
| getsentry/sentry | 232 | |
|
| hylang/hy | 231 | |
|
| conda/conda | 231 | |
|
| cupy/cupy | 221 | |
|
| pyca/cryptography | 221 | |
|
| Kinto/kinto | 217 | |
|
| spack/spack | 206 | |
|
| facebookresearch/hydra | 205 | |
|
| buildbot/buildbot | 201 | |
|
| mlflow/mlflow | 200 | |
|
| py-pdf/pypdf | 199 | |
|
| xonsh/xonsh | 199 | |
|
| googleapis/python-bigquery | 199 | |
|
| allenai/allennlp | 197 | |
|
| sktime/sktime | 196 | |
|
| huggingface/datasets | 194 | |
|
| ray-project/ray | 189 | |
|
| celery/celery | 188 | |
|
| pre-commit/pre-commit | 186 | |
|
| cython/cython | 177 | |
|
| open-telemetry/opentelemetry-python-contrib | 175 | |
|
| wemake-services/wemake-python-styleguide | 175 | |
|
| pypa/pipenv | 174 | |
|
| pallets/werkzeug | 173 | |
|
| docker/docker-py | 171 | |
|
| Textualize/textual | 170 | |
|
| huggingface/transformers | 162 | |
|
| urllib3/urllib3 | 158 | |
|
| pypa/setuptools | 158 | |
|
| strawberry-graphql/strawberry | 158 | |
|
| falconry/falcon | 154 | |
|
| nipy/nipype | 154 | |
|
| encode/httpx | 154 | |
|
| secdev/scapy | 153 | |
|
| joke2k/faker | 151 | |
|
| liberapay/liberapay.com | 144 | |
|
| obspy/obspy | 142 | |
|
| internetarchive/openlibrary | 141 | |
|
| aws/aws-cli | 141 | |
|
| ethereum/web3.py | 139 | |
|
| mkdocs/mkdocs | 138 | |
|
| pyro-ppl/pyro | 137 | |
|
| piskvorky/gensim | 137 | |
|
| pallets/click | 136 | |
|
| kornia/kornia | 135 | |
|
| StackStorm/st2 | 131 | |
|
| MongoEngine/mongoengine | 129 | |
|
| sanic-org/sanic | 128 | |
|
| opsdroid/opsdroid | 128 | |
|
| CTFd/CTFd | 127 | |
|
| redis/redis-py | 126 | |
|
| meltano/meltano | 126 | |
|
| PrefectHQ/prefect | 125 | |
|
| jupyterhub/jupyterhub | 121 | |
|
| kserve/kserve | 120 | |
|
| deis/deis | 117 | |
|
| tensorflow/addons | 116 | |
|
| feast-dev/feast | 115 | |
|
| jazzband/pip-tools | 114 | |
|
| emissary-ingress/emissary | 114 | |
|
| paperless-ngx/paperless-ngx | 114 | |
|
| gradio-app/gradio | 112 | |
|
| ManimCommunity/manim | 112 | |
|
| beetbox/beets | 110 | |
|
| python-poetry/poetry | 107 | |
|
| gratipay/gratipay.com | 107 | |
|
| fonttools/fonttools | 105 | |
|
| PyGithub/PyGithub | 105 | |
|
| SciTools/cartopy | 104 | |
|
| django-oscar/django-oscar | 104 | |
|
| biopython/biopython | 104 | |
|
| Theano/Theano | 104 | |
|
| twisted/twisted | 98 | |
|
| kedro-org/kedro | 97 | |
|
| tornadoweb/tornado | 97 | |
|
| pyinstaller/pyinstaller | 96 | |
|
| getredash/redash | 95 | |
|
| pyodide/pyodide | 93 | |
|
| cocotb/cocotb | 93 | |
|
| optuna/optuna | 93 | |
|
| cobbler/cobbler | 92 | |
|
| kubeflow/pipelines | 91 | |
|
| crytic/slither | 91 | |
|
| vispy/vispy | 90 | |
|
| goauthentik/authentik | 90 | |
|
| Pylons/pyramid | 86 | |
|
| dmlc/dgl | 86 | |
|
| grafana/oncall | 85 | |
|
| praw-dev/praw | 85 | |
|
| google/flax | 84 | |
|
| encode/starlette | 84 | |
|
| arviz-devs/arviz | 83 | |
|
| psychopy/psychopy | 83 | |
|
| frappe/frappe | 82 | |
|
| googleapis/google-auth-library-python | 80 | |
|
| vacanza/python-holidays | 80 | |
|
| plotly/dash | 79 | |
|
| qutip/qutip | 78 | |
|
| translate/translate | 78 | |
|
| keras-team/keras | 78 | |
|
| canonical/snapcraft | 77 | |
|
| beeware/toga | 73 | |
|
| plotly/plotly.py | 73 | |
|
| pypa/virtualenv | 72 | |
|
| holoviz/panel | 71 | |
|
| holoviz/holoviews | 70 | |
|
| qtile/qtile | 70 | |
|
| boto/botocore | 70 | |
|
| horovod/horovod | 70 | |
|
| getpelican/pelican | 69 | |
|
| huggingface/diffusers | 68 | |
|
| mindsdb/mindsdb | 67 | |
|
| python-trio/trio | 67 | |
|
| openmc-dev/openmc | 67 | |
|
| sublimelsp/LSP | 66 | |
|
| flairNLP/flair | 65 | |
|
| boto/boto | 65 | |
|
| cookiecutter/cookiecutter | 65 | |
|
| DataDog/dd-agent | 64 | |
|
| mosaicml/composer | 64 | |
|
| python-discord/bot | 63 | |
|
| ludwig-ai/ludwig | 58 | |
|
| nltk/nltk | 58 | |
|
| dj-stripe/dj-stripe | 57 | |
|
| encode/uvicorn | 57 | |
|
| ansible/ansible-lint | 56 | |
|
| getnikola/nikola | 56 | |
|
| vega/altair | 56 | |
|
| celery/kombu | 55 | |
|
| jazzband/django-debug-toolbar | 52 | |
|
| pyqtgraph/pyqtgraph | 52 | |
|
| fail2ban/fail2ban | 51 | |
|
| wandb/wandb | 51 | |
|
| googleapis/google-api-python-client | 51 | |
|
| sopel-irc/sopel | 50 | |
|
| locustio/locust | 48 | |
|
| typeddjango/django-stubs | 48 | |
|
| awslabs/gluonts | 48 | |
|
| spotify/luigi | 47 | |
|
| lk-geimfari/mimesis | 42 | |
|
| nonebot/nonebot2 | 42 | |
|
| tinygrad/tinygrad | 42 | |
|
| google/timesketch | 41 | |
|
| apache/tvm | 40 | |
|
| open-mmlab/mmdetection | 40 | |
|
| OCA/server-tools | 40 | |
|
| kivy/kivy | 39 | |
|
| CenterForOpenScience/osf.io | 38 | |
|
| DataDog/integrations-core | 38 | |
|
| benoitc/gunicorn | 37 | |
|
| cloudtools/troposphere | 37 | |
|
| Textualize/rich | 37 | |
|
| aws/aws-sam-cli | 36 | |
|
| ytdl-org/youtube-dl | 36 | |
|
| pwndbg/pwndbg | 36 | |
|
| angr/angr | 35 | |
|
| MycroftAI/mycroft-core | 35 | |
|
| cookiecutter/cookiecutter-django | 34 | |
|
| searx/searx | 34 | |
|
| coala/coala | 34 | |
|
| vnpy/vnpy | 33 | |
|
| prowler-cloud/prowler | 32 | |
|
| aio-libs-abandoned/aioredis-py | 32 | |
|
| elastic/elasticsearch-py | 31 | |
|
| ansible/molecule | 31 | |
|
| facebookresearch/ParlAI | 30 | |
|
| microsoft/DeepSpeed | 29 | |
|
| bentoml/BentoML | 29 | |
|
| ethereum/consensus-specs | 28 | |
|
| ansible/awx | 27 | |
|
| PokemonGoF/PokemonGo-Bot | 27 | |
|
| huggingface/accelerate | 27 | |
|
| zalando/patroni | 27 | |
|
| AnalogJ/lexicon | 26 | |
|
| Cog-Creators/Red-DiscordBot | 25 | |
|
| pyg-team/pytorch_geometric | 24 | |
|
| tiangolo/fastapi | 24 | |
|
| autogluon/autogluon | 23 | |
|
| lisa-lab/pylearn2 | 23 | |
|
| elastic/ecs | 23 | |
|
| explosion/spaCy | 23 | |
|
| openai/gym | 22 | |
|
| ros/ros_comm | 21 | |
|
| koxudaxi/datamodel-code-generator | 21 | |
|
| flask-admin/flask-admin | 21 | |
|
| ManageIQ/integration_tests | 21 | |
|
| activeloopai/deeplake | 20 | |
|
| electricitymaps/electricitymaps-contrib | 20 | |
|
| zigpy/zha-device-handlers | 20 | |
|
| pytorch/text | 19 | |
|
| kivy/python-for-android | 19 | |
|
| yt-dlp/yt-dlp | 19 | |
|
| pennersr/django-allauth | 17 | |
|
| aws-powertools/powertools-lambda-python | 17 | |
|
| systemd/mkosi | 17 | |
|
| blakeblackshear/frigate | 16 | |
|
| sagemath/sage | 16 | |
|
| speechbrain/speechbrain | 16 | |
|
| searxng/searxng | 15 | |
|
| pyscript/pyscript | 15 | |
|
| aws/aws-sdk-pandas | 15 | |
|
| PaddlePaddle/models | 14 | |
|
| open-mmlab/mmpose | 14 | |
|
| open-mmlab/mmcv | 13 | |
|
| open-mmlab/mmengine | 13 | |
|
| Mailu/Mailu | 13 | |
|
| chaoss/augur | 12 | |
|
| ktbyers/netmiko | 12 | |
|
| aws/serverless-application-model | 12 | |
|
| NVIDIA/NeMo | 12 | |
|
| OpenNMT/OpenNMT-py | 11 | |
|
| PaddlePaddle/PaddleSpeech | 11 | |
|
| Chia-Network/chia-blockchain | 10 | |
|
| adap/flower | 10 | |
|
| diofant/diofant | 10 | |
|
| onnx/onnx | 10 | |
|
| microsoft/nni | 9 | |
|
| pwr-Solaar/Solaar | 9 | |
|
| canonical/cloud-init | 9 | |
|
| Bitmessage/PyBitmessage | 9 | |
|
| castorini/pyserini | 8 | |
|
| lutris/lutris | 8 | |
|
| mozilla/kitsune | 8 | |
|
| InstaPy/InstaPy | 8 | |
|
| nerfstudio-project/nerfstudio | 7 | |
|
| canonical/microk8s | 7 | |
|
| TheAlgorithms/Python | 7 | |
|
| cognitedata/cognite-sdk-python | 7 | |
|
| lnbits/lnbits | 7 | |
|
| facebookresearch/fairseq | 6 | |
|
| cowrie/cowrie | 6 | |
|
| PaddlePaddle/PaddleNLP | 6 | |
|
| open-mmlab/mmdeploy | 5 | |
|
| mantl/mantl | 5 | |
|
| open-mmlab/mmsegmentation | 5 | |
|
| GoogleCloudPlatform/professional-services | 5 | |
|
| OctoPrint/OctoPrint | 4 | |
|
| python/typeshed | 4 | |
|
| quantopian/zipline | 4 | |
|
| bramstroker/homeassistant-powercalc | 4 | |
|
| ultrabug/py3status | 3 | |
|
| magenta/magenta | 3 | |
|
| jupyter/docker-stacks | 3 | |
|
| google-parfait/tensorflow-federated | 3 | |
|
| jupyterhub/zero-to-jupyterhub-k8s | 3 | |
|
| borgbackup/borg | 3 | |
|
| OWASP/owasp-mastg | 2 | |
|
| VATSIM-UK/UK-Sector-File | 2 | |
|
| home-assistant/operating-system | 2 | |
|
| frappe/hrms | 2 | |
|
| kevoreilly/CAPEv2 | 2 | |
|
| lra/mackup | 2 | |
|
| dcos/dcos | 2 | |
|
| ultralytics/yolov5 | 2 | |
|
| Pycord-Development/pycord | 2 | |
|
| wenet-e2e/wenet | 2 | |
|
| mampfes/hacs_waste_collection_schedule | 2 | |
|
| amundsen-io/amundsen | 2 | |
|
| pyload/pyload | 1 | |
|
| openstates/openstates-scrapers | 1 | |
|
| Gallopsled/pwntools | 1 | |
|
| sherlock-project/sherlock | 1 | |
|
| PaddlePaddle/PaddleOCR | 1 | |
|
| talonhub/community | 1 | |
|
| python/peps | 1 | |
|
| AppDaemon/appdaemon | 1 | |
|
| openedx-unsupported/configuration | 1 | |
|
| conda-forge/staged-recipes | 1 | |
|
| triton-inference-server/server | 1 | |
|
| mozilla-services/socorro | 1 | |
|
| openedx/edx-ora2 | 1 | |
|
| kovidgoyal/kitty | 1 | |
|
|