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SWE-agent


			
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<h1 id="changelog">Changelog</h1>
<h2 id="070-2024-09-23">0.7.0 (2024-09-23)</h2>
<h3 id="added">Added</h3>
<p>The main new feature is the <strong>EnIGMA mode</strong>, which included additions like support for Interactive Agent Tools
and Summarizers.</p>
<ul>
<li>Add filemap command in the spirit of repomap by <a href="https://github.com/samuela">@samuela</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/619">#619</a></li>
<li>Create config to run human eval style challenges by <a href="https://github.com/ofirpress">@ofirpress</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/658">#658</a></li>
<li>Add claude 3.5 sonnet to models by <a href="https://github.com/carlosejimenez">@carlosejimenez</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/601">#601</a></li>
<li>Enh: Warn if scrolling &gt;= 3 times by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/626">#626</a></li>
<li>feat: support deepseek-coder LLM by <a href="https://github.com/jcraftsman">@jcraftsman</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/638">#638</a></li>
<li>Enh: Make timeout for agent commands configurable by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/674">#674</a></li>
<li>Add support for new gpt-4o-mini model by <a href="https://github.com/ivan4722">@ivan4722</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/693">#693</a></li>
<li>Groq Models Integration by <a href="https://github.com/MohammedNagdy">@MohammedNagdy</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/721">#721</a></li>
<li>Make log level configurable; add TRACE level by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/612">#612</a></li>
</ul>
<h3 id="fixes">Fixes</h3>
<ul>
<li>Compatibility with SWE-bench 2.0 by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/671">#671</a></li>
<li>ensure variables work in special command docstring by <a href="https://github.com/forresty">@forresty</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/628">#628</a></li>
<li>Important fix: Catch CostLimitExceeded in retry because of format/block by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/682">#682</a></li>
<li>Fix: Handle empty traj in should_skip by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/616">#616</a></li>
<li>Fix for end-marker communicate: Exit status always 0/invalid by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/644">#644</a></li>
<li>Fix: Insufficient quoting of git commit message by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/646">#646</a></li>
<li>Fix nonsensical trajectory formatting for PRs by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/647">#647</a></li>
<li>Fix: sweunexpected keyword 'python_version' by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/692">#692</a></li>
<li>Fix: Use LONG_TIMEOUT for pre_install commands by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/695">#695</a></li>
<li>Fix: UnboundLocalError when catching decoding issue by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/709">#709</a></li>
<li>Also create empty patch files for completeness by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/725">#725</a></li>
<li>Fix: Raise ContextWindowExceeded instead of exit_cost by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/727">#727</a></li>
<li>Fix: Deal with non-utf8 encoded bytes in comm by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/731">#731</a></li>
<li>Fix: Handle spaces in repo names by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/734">#734</a></li>
<li>Fix: Ensure utils is part of package by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/742">#742</a></li>
<li>Fix: Submitting ' ' in human mode crashes container by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/749">#749</a></li>
<li>Fix: Block su as command by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/752">#752</a></li>
<li>Fix: SWE_AGENT_MODEL_MAX_RETRIES needs casting by <a href="https://github.com/klieret">@klieret</a> in <a href="https://github.com/princeton-nlp/SWE-agent/pull/757">#757</a></li>
</ul>
<h3 id="new-contributors">New Contributors</h3>
<p>🎉 <strong>@talorabr, @udiboy1209, @haoranxi, @NickNameInvalid, @rollingcoconut joined the team to build EnIGMA</strong> 🎉</p>
<ul>
<li>@carlosejimenez made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/601">#601</a></li>
<li>@samefarrar made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/606">#606</a></li>
<li>@hubstrauss made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/625">#625</a></li>
<li>@samuela made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/619">#619</a></li>
<li>@forresty made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/628">#628</a></li>
<li>@jcraftsman made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/638">#638</a></li>
<li>@ivan4722 made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/693">#693</a></li>
<li>@JoshuaPurtell made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/703">#703</a></li>
<li>@MohammedNagdy made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/721">#721</a></li>
<li>@pdemro made their first contribution in <a href="https://github.com/princeton-nlp/SWE-agent/pull/729">#729</a></li>
</ul>
<h2 id="061-2024-06-20">0.6.1 (2024-06-20)</h2>
<p><a href="https://github.com/princeton-nlp/SWE-agent/compare/v0.6.0...v0.6.1">All new commits</a></p>
<p>This is (mostly) a patch release, in particular fixing several issues that had been introduced by the speed improvements of v0.6.0.
We also solve a bug where existing linter errors in a file left SWE-agent unable to edit (because of our lint-retry-loop).</p>
<h3 id="breaking-changes">Breaking changes</h3>
<ul>
<li>Change: sparse clone method is now correctly called "shallow" by <a href="https://github.com/klieret">@klieret</a> in <a href="[#591](https://github.com/princeton-nlp/SWE-agent/pull/591)">#591</a></li>
</ul>
<h3 id="improved">Improved</h3>
<ul>
<li>Enh: Show commands when encountering timeout error by <a href="https://github.com/klieret">@klieret</a> in <a href="[#582](https://github.com/princeton-nlp/SWE-agent/pull/582)">#582</a></li>
<li>Enh: Configuration option to show time in log by <a href="https://github.com/klieret">@klieret</a> in <a href="[#583](https://github.com/princeton-nlp/SWE-agent/pull/583)">#583</a></li>
<li>Enh: Allow to configure LONG_TIMEOUT for SWEEnv by <a href="https://github.com/klieret">@klieret</a> in <a href="[#584](https://github.com/princeton-nlp/SWE-agent/pull/584)">#584</a></li>
<li>Enh: Always write log to traj directory by <a href="https://github.com/klieret">@klieret</a> in <a href="[#588](https://github.com/princeton-nlp/SWE-agent/pull/588)">#588</a></li>
</ul>
<h3 id="fixed">Fixed</h3>
<ul>
<li>fix <code>docker.errors.NotFound</code> by <a href="https://github.com/klieret">@klieret</a> in <a href="[#587](https://github.com/princeton-nlp/SWE-agent/pull/587)">#587</a></li>
<li>Fix: Revert to full clone method when needed by <a href="https://github.com/klieret">@klieret</a> in <a href="[#589](https://github.com/princeton-nlp/SWE-agent/pull/589)">#589</a></li>
<li>Fix: Refresh container_obj before querying status by <a href="https://github.com/klieret">@klieret</a> in <a href="[#590](https://github.com/princeton-nlp/SWE-agent/pull/590)">#590</a></li>
<li>Fixed #571 - show message that model arg is ignored in case of using Azure OpenAI by <a href="https://github.com/jank">@jank</a> in <a href="[#592](https://github.com/princeton-nlp/SWE-agent/pull/592)">#592</a></li>
<li>Fix: Linting blocks for existing lint errors by <a href="https://github.com/klieret">@klieret</a> in <a href="[#593](https://github.com/princeton-nlp/SWE-agent/pull/593)">#593</a></li>
<li>Fix: Process done marker not found in read with timeout by <a href="https://github.com/klieret">@klieret</a> in <a href="[#596](https://github.com/princeton-nlp/SWE-agent/pull/596)">#596</a></li>
</ul>
<h2 id="060-2024-06-05">0.6.0 (2024-06-05)</h2>
<p><a href="https://github.com/princeton-nlp/SWE-agent/compare/v0.5.0...v0.6.0">All new commits</a></p>
<p><strong>We sped up SWE-agent by 2x</strong> (timed with GPT4o). This is mostly due to faster communication with the running processes inside of the Docker container and other container setup &amp; installation related improvements. Here are a few relevant PRs:</p>
<ul>
<li>Switch to fast communicate and shallow clone by default by <a href="https://github.com/klieret">@klieret</a> in <a href="[#530]([#530](https://github.com/princeton-nlp/SWE-agent/pull/530))">#530</a></li>
<li>Change: Only wait 1s for docker to start by <a href="https://github.com/klieret">@klieret</a> in <a href="[#541]([#541](https://github.com/princeton-nlp/SWE-agent/pull/541))">#541</a></li>
<li>Feat: experimental shallow cloning by <a href="https://github.com/klieret">@klieret</a> in <a href="[#498]([#498](https://github.com/princeton-nlp/SWE-agent/pull/498))">#498</a></li>
<li>Enh: Start from clone of python conda environment for speedup by <a href="https://github.com/klieret">@klieret</a> in <a href="[#548]([#548](https://github.com/princeton-nlp/SWE-agent/pull/548))">#548</a></li>
<li>Enh: Use uv for editable install by default by <a href="https://github.com/klieret">@klieret</a> in <a href="[#547]([#547](https://github.com/princeton-nlp/SWE-agent/pull/547))">#547</a></li>
</ul>
<h3 id="improved_1">Improved</h3>
<ul>
<li>Improve scrolling behavior in web UI by <a href="https://github.com/anishfish2">@anishfish2</a> in <a href="[#420]([#420](https://github.com/princeton-nlp/SWE-agent/pull/420))">#420</a></li>
<li>Web UI: Render Markdown in agent feed messages. by <a href="https://github.com/kwight">@kwight</a> in <a href="[#486]([#486](https://github.com/princeton-nlp/SWE-agent/pull/486))">#486</a></li>
<li>Enh: Remove redundant 'saved traj to X' messages by <a href="https://github.com/klieret">@klieret</a> in <a href="[#528]([#528](https://github.com/princeton-nlp/SWE-agent/pull/528))">#528</a></li>
<li>Allow to disable config dump to log by <a href="https://github.com/klieret">@klieret</a> in <a href="[#537]([#537](https://github.com/princeton-nlp/SWE-agent/pull/537))">#537</a></li>
<li>Resolve relative paths to demonstrations and commands by <a href="https://github.com/klieret">@klieret</a> in <a href="[#444]([#444](https://github.com/princeton-nlp/SWE-agent/pull/444))">#444</a></li>
</ul>
<h3 id="fixed_1">Fixed</h3>
<ul>
<li>Web UI: Remove -n option to wait by <a href="https://github.com/klieret">@klieret</a> in <a href="[#487]([#487](https://github.com/princeton-nlp/SWE-agent/pull/487))">#487</a></li>
<li>Web UI: Kill the Flask server on exit. by <a href="https://github.com/kwight">@kwight</a> in <a href="[#479]([#479](https://github.com/princeton-nlp/SWE-agent/pull/479))">#479</a></li>
<li>Web UI: Avoid proxy errors on MacOS by <a href="https://github.com/klieret">@klieret</a> in <a href="[#506]([#506](https://github.com/princeton-nlp/SWE-agent/pull/506))">#506</a></li>
<li>Ensure container_name is reset for non-persistent containers by <a href="https://github.com/klieret">@klieret</a> in <a href="[#463]([#463](https://github.com/princeton-nlp/SWE-agent/pull/463))">#463</a></li>
<li>Fix: Do not allow persistent container with cache task imgs by <a href="https://github.com/klieret">@klieret</a> in <a href="[#551]([#551](https://github.com/princeton-nlp/SWE-agent/pull/551))">#551</a></li>
</ul>
<h2 id="050-2024-05-28">0.5.0 (2024-05-28)</h2>
<p><a href="https://github.com/princeton-nlp/SWE-agent/compare/v0.4.0...v0.5.0">All new commits</a></p>
<p>✨ The big news is our <a href="https://princeton-nlp.github.io/SWE-agent/">brand new documentation</a> ✨</p>
<p>Secondly, @ollmer added a new flag <code>--cache_task_images</code> that will significantly speed up SWE-agent when running on the same environment/repository multiple times (no more waiting for cloning and installation!)</p>
<h3 id="breaking-changes_1">Breaking changes</h3>
<ul>
<li>We have reformatted our codebase. If you create a PR based on a previous commit, make sure you install our <code>pre-commit</code> hook to avoid merge-conflicts because of formatting. See <a href="https://princeton-nlp.github.io/SWE-agent/dev/formatting_conflicts/">our docs</a> for more information.</li>
<li>Remove direct imports in <code>__init__.py</code> (you can no longer <code>from sweagent import Agent</code> by <a href="https://github.com/klieret">@klieret</a> in <a href="[#436]([#436](https://github.com/princeton-nlp/SWE-agent/pull/436))">#436</a></li>
</ul>
<h3 id="added_1">Added</h3>
<ul>
<li>Running the web UI is now supported when running swe-agent completely in docker</li>
<li>Speed up evaluation by caching task environments as docker images by <a href="https://github.com/ollmer">@ollmer</a> in <a href="[#317]([#317](https://github.com/princeton-nlp/SWE-agent/pull/317))">#317</a></li>
</ul>
<h3 id="improved_2">Improved</h3>
<ul>
<li>Add gpt-4o model by <a href="https://github.com/raymyers">@raymyers</a> in <a href="[#344]([#344](https://github.com/princeton-nlp/SWE-agent/pull/344))">#344</a></li>
<li>Web: Allow to specify commit hash by <a href="https://github.com/klieret">@klieret</a> in <a href="[#358]([#358](https://github.com/princeton-nlp/SWE-agent/pull/358))">#358</a></li>
<li>Add default environment_setup config by <a href="https://github.com/klieret">@klieret</a> in <a href="[#351]([#351](https://github.com/princeton-nlp/SWE-agent/pull/351))">#351</a></li>
<li>Enh: Suppress openai logging; improve formatting of stats by <a href="https://github.com/klieret">@klieret</a> in <a href="[#416]([#416](https://github.com/princeton-nlp/SWE-agent/pull/416))">#416</a></li>
<li>Remove signal dependency by <a href="https://github.com/klieret">@klieret</a> in <a href="[#428]([#428](https://github.com/princeton-nlp/SWE-agent/pull/428))">#428</a></li>
<li>Do not use select if running on Windows by <a href="https://github.com/klieret">@klieret</a> in <a href="[#429]([#429](https://github.com/princeton-nlp/SWE-agent/pull/429))">#429</a></li>
<li>Use custom Config class to support env and keys.cfg (this allows passing keys as environment variables) by <a href="https://github.com/klieret">@klieret</a> in <a href="[#430]([#430](https://github.com/princeton-nlp/SWE-agent/pull/430))">#430</a></li>
</ul>
<h3 id="fixed_2">Fixed</h3>
<ul>
<li>Web: Fix script_path input by <a href="https://github.com/klieret">@klieret</a> in <a href="[#334]([#334](https://github.com/princeton-nlp/SWE-agent/pull/334))">#334</a></li>
<li>Fix: Don't print patch msg for exit_cost patch by <a href="https://github.com/klieret">@klieret</a> in <a href="[#343]([#343](https://github.com/princeton-nlp/SWE-agent/pull/343))">#343</a></li>
<li>Fix: Do not request job control in bash by <a href="https://github.com/klieret">@klieret</a> in <a href="[#345]([#345](https://github.com/princeton-nlp/SWE-agent/pull/345))">#345</a></li>
<li>Fix: --base_commit not used for gh urls by <a href="https://github.com/klieret">@klieret</a> in <a href="[#346]([#346](https://github.com/princeton-nlp/SWE-agent/pull/346))">#346</a></li>
<li>Fix: Separate data path/traj dir cause exception by <a href="https://github.com/klieret">@klieret</a> in <a href="[#348]([#348](https://github.com/princeton-nlp/SWE-agent/pull/348))">#348</a></li>
<li>Add docker-py lower bound by <a href="https://github.com/klieret">@klieret</a> in <a href="[#406]([#406](https://github.com/princeton-nlp/SWE-agent/pull/406))">#406</a></li>
<li>Fix: IndexError when replaying incomplete trajectories by <a href="https://github.com/klieret">@klieret</a> in <a href="[#410]([#410](https://github.com/princeton-nlp/SWE-agent/pull/410))">#410</a></li>
</ul>
<h2 id="040-2024-05-09">0.4.0 (2024-05-09)</h2>
<p><a href="https://github.com/princeton-nlp/SWE-agent/compare/v0.3.0...v0.4.0">All new commits</a></p>
<h3 id="added_2">Added</h3>
<p>We’re excited to launch the SWE-agent web UI! Specify a bug, press start and watch SWE-agent do the magic.</p>
<h2 id="030-2024-05-02">0.3.0 (2024-05-02)</h2>
<h3 id="added_3">Added</h3>
<ul>
<li>Run SWE-agent in the cloud using GitHub Codespaces</li>
<li>Add GPT4-turbo model by <a href="https://github.com/zgrannan">@zgrannan</a> in <a href="[#252]([#252](https://github.com/princeton-nlp/SWE-agent/pull/252))">#252</a></li>
<li>feat: Amazon Bedrock support (Claude models) by <a href="https://github.com/JGalego">@JGalego</a> in <a href="[#207]([#207](https://github.com/princeton-nlp/SWE-agent/pull/207))">#207</a></li>
</ul>
<h3 id="fixed_3">Fixed</h3>
<ul>
<li>Better error handling for --open_pr by <a href="https://github.com/klieret">@klieret</a> in <a href="[#239]([#239](https://github.com/princeton-nlp/SWE-agent/pull/239))">#239</a></li>
<li>Fixed a potential error by <a href="https://github.com/DanjieTang">@DanjieTang</a> in <a href="[#242]([#242](https://github.com/princeton-nlp/SWE-agent/pull/242))">#242</a></li>
<li>fix: TARGETARCH not set on some OS/docker setups by <a href="https://github.com/mspronesti">@mspronesti</a> in <a href="[#249]([#249](https://github.com/princeton-nlp/SWE-agent/pull/249))">#249</a></li>
<li>Pass Python version to get_environment_yml by <a href="https://github.com/waterson">@waterson</a> in <a href="[#271]([#271](https://github.com/princeton-nlp/SWE-agent/pull/271))">#271</a></li>
<li>Fix Together model validation error by <a href="https://github.com/mikanfactory">@mikanfactory</a> in <a href="[#236]([#236](https://github.com/princeton-nlp/SWE-agent/pull/236))">#236</a></li>
<li>Doc: Avoid invalid github token by <a href="https://github.com/klieret">@klieret</a> in <a href="[#292]([#292](https://github.com/princeton-nlp/SWE-agent/pull/292))">#292</a></li>
</ul>
<h2 id="020-2024-04-15">0.2.0 (2024-04-15)</h2>
<p><a href="https://github.com/princeton-nlp/SWE-agent/compare/v0.1.2...v0.2.0">All new commits</a></p>
<h3 id="added_4">Added</h3>
<ul>
<li>Allow to run on local repos (new flag: <code>--repo_path</code>) in <a href="[#193]([#193](https://github.com/princeton-nlp/SWE-agent/pull/193))">#193</a></li>
<li>Patch files are now saved separately to a patch directory in <a href="[#126]([#126](https://github.com/princeton-nlp/SWE-agent/pull/126))">#126</a></li>
<li>Allow to supply custom installation commands when running on gh issues or locally (<code>--environment_setup</code>) in <a href="[#153]([#153](https://github.com/princeton-nlp/SWE-agent/pull/153))">#153</a></li>
<li>Allow to specify openapi base url in <code>keys.cfg</code> in <a href="[#118]([#118](https://github.com/princeton-nlp/SWE-agent/pull/118))">#118</a></li>
</ul>
<h3 id="improved_3">Improved</h3>
<ul>
<li>Improve error handling of docker issues in <a href="[#165]([#165](https://github.com/princeton-nlp/SWE-agent/pull/165))">#165</a></li>
<li>Make github token fully optional in <a href="[#189]([#189](https://github.com/princeton-nlp/SWE-agent/pull/189))">#189</a></li>
</ul>
<h3 id="fixed_4">Fixed</h3>
<ul>
<li>Fix opening PR from fork in <a href="[#229]([#229](https://github.com/princeton-nlp/SWE-agent/pull/229))">#229</a></li>
<li>Fix: Choosing TogetherAI models in <a href="[#130]([#130](https://github.com/princeton-nlp/SWE-agent/pull/130))">#130</a></li>
</ul>


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