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131 Commits

Author SHA1 Message Date
openhands 68ca0b6a9b Add evaluation changes without disabling repository memory 2025-04-15 15:06:58 +00:00
Shotaro Sano e0fcd7a61e Fix issue #6098: Prevent duplicate error message display in chat interface (#7858) 2025-04-15 16:21:23 +04:00
Ryan H. Tran e9989d1085 Upgrade openhands-aci to 0.2.10 (#7810) 2025-04-15 18:43:44 +07:00
Xingyao Wang 49c515b252 frontend: Display think action as action rather than text (#7852)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-15 09:09:16 +08:00
Robert Brennan 2d05578c21 Fix links in readme (#7854) 2025-04-15 02:27:25 +04:00
Engel Nyst d05a6f30e1 [Refactor] Rename codeact_* agent options to simple name (#7853) 2025-04-15 00:14:13 +02:00
Calvin Smith 10c81c39fb Fix export conversation button in Safari (#7662)
Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: Calvin Smith <calvin@all-hands.dev>
2025-04-14 15:10:20 -06:00
sumeetkumar1701 2d599349ef fix:Transmitting accurate head parameter in cross-repository pull requests. (#7788) 2025-04-14 17:57:15 +00:00
mamoodi 33caf5c6ca Update feature template to add note about adding reaction (#7847) 2025-04-14 13:56:04 -04:00
Ciocanel Razvan a9850766a7 Allow input for pr_type openhands-resolver.yml (#7619)
Co-authored-by: Rohit Malhotra <rohitvinodmalhotra@gmail.com>
2025-04-14 17:53:58 +00:00
OpenHands 77e2416def Fix issue #7826: [Bug]: Chat input box is too small (#7827) 2025-04-14 12:19:38 -05:00
蔡政特 02af9865ec fix: Runtime local docker environment HTTPStatusError (#7648)
Co-authored-by: Robert Brennan <accounts@rbren.io>
2025-04-14 15:41:54 +00:00
dependabot[bot] 75ca2aa6b1 chore(deps): bump the version-all group with 10 updates (#7846)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-14 17:16:27 +02:00
mamoodi d820661592 Update docs on why we use sandbox user (#7845) 2025-04-14 11:01:35 -04:00
Robert Brennan 1ff351a4f1 Add OpenHands Cloud to README, other minor tweaks (#7844) 2025-04-14 14:01:52 +00:00
OpenHands 78b8e58561 Fix issue #7837: [Bug]: Unit tests for tool use support (#7838)
Co-authored-by: Engel Nyst <engel.nyst@gmail.com>
2025-04-14 15:45:37 +02:00
tofarr fddbfce51a Fix for race condition in cache (#7812) 2025-04-12 07:43:34 -06:00
Rohit Malhotra 20d3766451 [Fix]: Use better auth header for GitLab microagent (#7828) 2025-04-11 20:09:28 -04:00
sp.wack 72b5e18898 fix(backend): Return 400 if trying to open a binary file (#7825) 2025-04-11 22:47:57 +00:00
Rohit Malhotra 03b8b8c19a (Chore): Rm single provider legacy code (#7821)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-11 18:21:35 +00:00
Panduka Muditha 7c2f1b075e feat: CLI enhancements to support /init, /help and /exit (#7801)
Co-authored-by: Bashwara Undupitiya <bashwarau@verdentra.com>
2025-04-11 14:13:41 -04:00
Graham Neubig 883da1b28c Add extensive typing to openhands/runtime/plugins directory (#7726)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-12 02:02:53 +08:00
Engel Nyst bb98d94b35 [evaluation] fix missing metadata (#7819) 2025-04-11 16:58:59 +00:00
sp.wack d114c45135 chore: Improve pre-commit (#7818) 2025-04-11 20:55:26 +04:00
Calvin Smith 36e092e0ac fix: Disable prompt caching in default condenser (#7781)
Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: Calvin Smith <calvin@all-hands.dev>
Co-authored-by: Xingyao Wang <xingyao@all-hands.dev>
2025-04-11 10:09:23 -06:00
Ray Myers e2bb69908a chore - Rebuild docker image in fork CI instead of using artifacts (#7809) 2025-04-11 11:06:46 -05:00
Ray Myers cd33c5eac7 Revert "chore - User docker cache mount for vscode server archive (#7… (#7817) 2025-04-11 16:04:50 +00:00
dependabot[bot] 0f8a139fb5 chore(deps): bump the version-all group with 5 updates (#7814)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-11 17:06:59 +02:00
Xingyao Wang ced4ee3038 Fix: Display accumulated token usage in frontend metrics (#7803)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-11 22:38:47 +08:00
Robert Brennan cc19dac939 move typecheck (#7804) 2025-04-10 17:37:14 -04:00
Ray Myers 4c7c73a6f2 chore - User docker cache mount for vscode server archive (#7785) 2025-04-10 16:31:20 -05:00
Robert Brennan 0493fea9fc fix for status messages not showing up (#7802) 2025-04-10 17:16:33 -04:00
Robert Brennan 1c2db9f468 Fix chat background on mobile devices (#7798)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-10 15:40:43 -04:00
Ray Myers c210230802 chore - Add more workers to speed up runtime CI tests (#7796) 2025-04-10 14:10:29 -05:00
mamoodi 9b12989a36 Update OpenHands cloud docs with conversation persistence section (#7794)
Co-authored-by: Robert Brennan <accounts@rbren.io>
2025-04-10 14:10:20 -04:00
dependabot[bot] f1bcd72cd8 chore(deps): bump the version-all group with 8 updates (#7792)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-10 19:22:16 +02:00
Ray Myers a5c57fbd3a chore - Do not install playwright in CI build steps (#7786) 2025-04-10 11:55:02 -05:00
NarwhalChen 513f7ab7e7 fix(llm): ensure base_url has protocol prefix for model info fetch when using LiteLLM (#7782)
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
Co-authored-by: sp.wack <83104063+amanape@users.noreply.github.com>
2025-04-10 20:10:06 +04:00
juanmichelini 53c0c5a07b SWE-bench_verified instruction baseline improvements to 60% (#7546)
Co-authored-by: Xingyao Wang <xingyao@all-hands.dev>
2025-04-10 16:08:27 +00:00
Robert Brennan d924e7cea5 fix occurrences of MicroAgent to the standard "Microagent" (#7791) 2025-04-10 15:23:19 +00:00
mamoodi 7910a90522 Release 0.32.0 (#7761) 2025-04-10 08:45:04 -04:00
Duc Pham 35d49f6941 feat (backend): Add support for MCP servers natively via CodeActAgent (#7637)
Co-authored-by: trungbach <trunga2k29@gmail.com>
Co-authored-by: quangdz1704 <Ntq.1704@gmail.com>
Co-authored-by: Xingyao Wang <xingyao6@illinois.edu>
2025-04-10 01:59:13 +00:00
dependabot[bot] e359a4affa chore(deps-dev): bump typescript from 5.8.2 to 5.8.3 in /docs in the version-all group (#7779)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Ray Myers <ray.myers@gmail.com>
2025-04-10 01:21:13 +04:00
Robert Brennan 159f79f9d8 fix i18n script (#7783) 2025-04-09 20:45:11 +00:00
dependabot[bot] 827c19ccd9 chore(deps): bump the version-all group with 5 updates (#7777)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-09 18:29:28 +00:00
tofarr 588b9f34be Fix scrolling (#7780) 2025-04-09 16:35:29 +00:00
Ray Myers fb02fefaca chore - Remove unneeded dependencies from main poetry (#7772) 2025-04-09 11:24:30 -05:00
dependabot[bot] 856d5ff976 chore(deps): bump the version-all group across 1 directory with 28 updates (#7741)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: amanape <83104063+amanape@users.noreply.github.com>
2025-04-09 14:39:21 +00:00
sp.wack eb4aeb3922 Fix frontend pre-commit and move unlocalized strings check to pre-commit hook (#7763)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-09 14:29:36 +00:00
Ray Myers 4b47e5215b chore - Use blacksmith docker build with caching (#7771) 2025-04-09 08:50:09 -05:00
Xingyao Wang 0087082643 Improve binary file handling and patch generation in SWE-bench evaluation (#7762)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-08 22:57:33 +00:00
Graham Neubig e698a393b2 Add more extensive typing to openhands/core directory (#7728)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-08 17:38:44 -04:00
Ray Myers d48e2a4cf1 chore - Remove redundant cache saving from CI (#7768) 2025-04-08 16:11:17 -05:00
Ray Myers 749a903de5 chore - Skip building Ubuntu runtime image on PR (#7765) 2025-04-08 15:02:25 -05:00
sp.wack 0a6321246a chore(frontend): Remove waitlist variant of auth modal (#7150)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Graham Neubig <neubig@gmail.com>
2025-04-08 18:56:27 +00:00
Xingyao Wang ddda30d9b7 fix(eval): iterative evaluation improvements; SWE-Bench multimodal fixes (#7739)
Co-authored-by: Juan Michelini <juan@juan.com.uy>
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-09 02:44:03 +08:00
dependabot[bot] d1851cc3ee chore(deps): bump the version-all group in /docs with 2 updates (#7659)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-08 18:09:11 +00:00
dependabot[bot] 883bf5847b chore(deps): bump the version-all group with 4 updates (#7759)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-08 16:14:07 +00:00
sp.wack 1c8ab4d835 hotfix(frontend): Update route file names (#7528) 2025-04-08 15:41:35 +00:00
sp.wack 255e209886 Refactor file service (#7533) 2025-04-08 15:41:22 +00:00
Graham Neubig c8904e4672 Add more extensive typing to openhands/integrations directory (#7730)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-08 10:54:07 -04:00
OpenHands dcfc2da428 Fix issue #6037: [Bug]: [Resolver] crashes on main (#6284)
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
2025-04-08 14:06:02 +00:00
Graham Neubig 84e28234e5 Add extensive typing to openhands/security directory (#7732)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-08 13:51:05 +00:00
Panduka Muditha 60e8b5841c feat: Add basic support for prompt-toolkit in the CLI (#7709)
Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: Bashwara Undupitiya <bashwarau@verdentra.com>
2025-04-08 08:47:11 -04:00
Carlos Freund dd03d9adce feat(frontend):Display path of file ops and cmd in headline (#7530)
Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: Carlos Freund <carlosfreund@gmail.com>
2025-04-08 08:44:42 -04:00
Engel Nyst 9fa211bc27 Fix API version in the resolver (#7756)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-08 09:01:23 +00:00
Engel Nyst 22cf5144cc Fix integration test (#7747) 2025-04-07 22:31:50 -04:00
Ray Myers 99e493b3a4 feature - Build alternate ubuntu images (#7691) 2025-04-07 19:04:17 -05:00
mamoodi e4d92d6f56 Update docs with updated info (#7714)
Co-authored-by: Robert Brennan <accounts@rbren.io>
2025-04-07 21:12:30 +00:00
Graham Neubig a9d08852db Update llms.md to update recommended models (#7750) 2025-04-07 20:29:44 +00:00
Calvin Smith 408ad1ff2b Enables condensation by default (#7746)
Co-authored-by: Calvin Smith <calvin@all-hands.dev>
2025-04-07 11:47:51 -06:00
dependabot[bot] 69d4a8df7c chore(deps): bump the version-all group with 7 updates (#7743)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-07 17:20:59 +00:00
mamoodi 02f92164de Update issue templates (#7740) 2025-04-07 13:17:03 -04:00
Robert Brennan 1549927fa3 Update conversation metadata with cost and token metrics (#7561)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-07 17:09:50 +00:00
Boxuan Li e951da7a25 Fix action execution server JSONResponse (#7721) 2025-04-07 22:49:39 +08:00
Carlos Freund f830d5814c fix(unittest): Parallel Test failure because of shared memory (#7729)
Co-authored-by: Carlos Freund <carlosfreund@gmail.com>
2025-04-07 09:29:22 -04:00
Carlos Freund 0519e9e3c2 fix(test) test_memory: initialize in fixture with new dict. (#7733)
Co-authored-by: Carlos Freund <carlosfreund@gmail.com>
2025-04-06 23:52:14 +02:00
Graham Neubig 9b8a628395 Add more extensive typing to openhands/llm/ directory (#7727)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-06 17:59:25 +00:00
Xingyao Wang 288bcd254e fix: retry on retryable httpx-related error to improve evaluation stability (#7719)
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-06 10:38:50 -04:00
tofarr c71ef11a25 Fix useScrollToBottom hook for rapid content changes (#7715)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-05 18:05:53 -06:00
Xingyao Wang 0ab9d97f2d fix(llm): retry on InternalServerError and Timeout; handle Gemini returns len(choices) < 1 (#7713)
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-05 21:33:17 +00:00
Engel Nyst b326433330 Fix git provider (#7712) 2025-04-04 22:34:38 +02:00
dependabot[bot] a5931177fd chore(deps): bump the version-all group with 4 updates (#7707)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-04 16:27:52 +00:00
tofarr aa17460cc5 Using a paged cache to speed up event streams (#7667)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-04 07:58:36 -06:00
Xingyao Wang 8bf197df31 feat: prompt agent to follow PR template when create new PR (#7698) 2025-04-03 23:02:24 +00:00
Calvin Smith f74243542d feat: Structured summary generation for history condensation (#7696)
Co-authored-by: Calvin Smith <calvin@all-hands.dev>
2025-04-03 17:02:01 -06:00
Rohit Malhotra a4ebb5bf85 [Feat]: Add GitLab support for repo list in Cloud Openhands (#7633)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-03 23:01:22 +00:00
Calvin Smith cc1aadaba5 fix: Tweak prompting behavior of LLMSummarizingCondenser (#7695)
Co-authored-by: Calvin Smith <calvin@all-hands.dev>
2025-04-03 16:06:10 -06:00
Xingyao Wang 8bceee9e42 frontend: update browser tab title with conversation title (#7694)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-03 21:13:10 +00:00
Xingyao Wang e8fe9ae67e chore: update teaser video in documentation (#7693) 2025-04-03 20:17:55 +00:00
OpenHands 06c68082bb Fix issue #7658: [Bug]: BadRequestError from ContentPolicyViolationError (#7660)
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
2025-04-03 21:36:16 +02:00
OpenHands 6cfaad86ea Fix issue #7205: [Feature]: Allow repo microagent Markdown Files Without Required Header (#7655)
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
2025-04-03 19:04:51 +00:00
Graham Neubig a899f80ee9 Fix mypy errors in storage directory (#7692)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-03 19:01:43 +00:00
Xingyao Wang 292217b8b4 Implement frontend visualization for RecallObservation & Stop issueing recall action for agent message (#7566)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-04 02:08:50 +08:00
Graham Neubig a828318494 Add type hints to runtime directory (#7491)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-03 13:51:31 -04:00
Robert Brennan 47515ea876 downgrade log to debug (#7687) 2025-04-03 13:50:49 -04:00
dependabot[bot] 860f02ff49 chore(deps): bump the version-all group with 2 updates (#7689)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-03 16:29:38 +00:00
Rohit Malhotra f5fa076fdd [Fix]: Ensure refresh logic works for restarted conversations in cloud openhands (#7670)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-03 11:58:01 -04:00
Graham Neubig d3043ec898 feat: localize missing elements (#7485)
Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: sp.wack <83104063+amanape@users.noreply.github.com>
Co-authored-by: Robert Brennan <accounts@rbren.io>
2025-04-03 10:58:18 -04:00
Robert Brennan b3baea2421 Fix gitlab cloning instructions (#7686)
Co-authored-by: Rohit Malhotra <rohitvinodmalhotra@gmail.com>
2025-04-03 14:55:30 +00:00
Rohit Malhotra 9e625ec6c5 (Hotfix): Rm owner req from GitLab repo list (#7682) 2025-04-03 09:36:04 -04:00
Boxuan Li d7c49a0656 [Evaluation] Fix sandbox config in TAC (#7684) 2025-04-03 08:19:10 +00:00
Boxuan Li 34bf6a6402 [Evaluation] Fix run_infer.py path in TAC (#7683) 2025-04-03 04:34:02 +00:00
Rohit Malhotra 5deb47aacc [Fix]: Plumb full selected repo object from FE (#7668) 2025-04-03 02:47:28 +00:00
Engel Nyst d7f651a06c Fix cached tokens (#7679)
Co-authored-by: OpenHands Bot <openhands@all-hands.dev>
2025-04-03 01:11:18 +00:00
dependabot[bot] 5b3921586f chore(deps): bump the version-all group across 1 directory with 9 updates (#7675)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-03 00:48:03 +00:00
Graham Neubig ac462fae06 Update VSCode version from 1.94.0 to 1.98.2 in extensions (#7677)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-03 00:01:24 +00:00
Shixian Sheng 4fb073d1ea Fixed a few hyperlinks. Translated some texts (#7652) 2025-04-02 22:10:19 +00:00
mamoodi 226c8dc947 Some documentation updates for consistency (#7674) 2025-04-02 21:41:48 +00:00
Sam Salfi 19b589f381 Fix "let's get back on track" message on consecutive headless tasks (#7663) 2025-04-02 23:15:28 +02:00
Ray Myers 05f9cc1bb5 chore - Update browsergym and playwright for security updates (#7672)
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
2025-04-02 21:04:06 +00:00
mamoodi 6b2ece35da Release version 0.31.0 (#7629)
Co-authored-by: Robert Brennan <accounts@rbren.io>
Co-authored-by: openhands <openhands@all-hands.dev>
Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
2025-04-02 15:30:45 -04:00
Rohit Malhotra 75b3270cf0 [Bug]: Ensure repository search only returns public repositories (#7665)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-02 15:21:19 -04:00
Robert Brennan 40dd175a0f update vscode and package.json (#7653) 2025-04-02 14:03:38 -04:00
Engel Nyst 0536a53833 Clean out debug print (#7666) 2025-04-02 17:34:05 +00:00
Robert Brennan 9096938d4a dont return asterisks for api key (#7654)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-02 16:41:56 +00:00
tofarr f14a0ea011 Separate event store from event stream (#7592) 2025-04-02 10:05:59 -06:00
Ryan H. Tran 5524fe1408 Upgrade openhands-aci to 0.2.8 (#7656) 2025-04-02 15:03:24 +00:00
Xingyao Wang 6851215410 fix inline imports in LLM-generated title (#7642) 2025-04-01 22:15:12 +00:00
Xingyao Wang b91acbb14a (feat): stop auto generate title in converstaion GET (#7638) 2025-04-01 17:19:48 -04:00
Ray Myers 0045d46d9d Update dockerfile to remove vulnerabilities in Debian 12 (#7630) 2025-04-01 14:09:01 -05:00
Rohit Malhotra a2e9e23569 (Chore): Rename GitHub instances to Git (#7625)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-04-01 16:53:37 +00:00
dependabot[bot] 8e61f8e688 chore(deps): bump the version-all group with 7 updates (#7624)
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-01 18:44:58 +02:00
Robert Brennan b4bc08e70c Fix "no query provided" (#7564) 2025-04-01 12:31:46 -04:00
Ray Myers 242664f81b fix - Remove unmatched tool calls for Claude (#7597) 2025-04-01 10:45:04 -05:00
VS 4a2045ecca [Fix] Github Action possible command injection via unsanitised user input like review body and gti (#7569)
Co-authored-by: Vasyl Spachynskyi <vasyl.spachynskyi@dataart.com>
2025-04-01 23:26:46 +08:00
Rohit Malhotra 89bfbfad59 [Feat]: Gitlab p2 - let user add PAT via FE (#7125) 2025-04-01 11:23:58 -04:00
Bill Yuchen Lin 7488d1d0cb add support of DOCKER_HOST_ADDR (#7593) 2025-04-01 14:54:49 +00:00
Rohit Malhotra 9adfcede31 (Hotfix): Track reason for Error AgentState (#7584)
Co-authored-by: openhands <openhands@all-hands.dev>
2025-03-31 21:24:42 +00:00
Calvin Smith abaf0da9fe fix: Context window truncation using CondensationAction (#7578)
Co-authored-by: Calvin Smith <calvin@all-hands.dev>
Co-authored-by: Graham Neubig <neubig@gmail.com>
2025-03-31 13:47:00 -06:00
Xingyao Wang 648c8ffb21 (llm): Support OpenHands LM (#7598)
Co-authored-by: mamoodi <mamoodiha@gmail.com>
2025-03-31 17:29:31 +00:00
385 changed files with 12848 additions and 5867 deletions
+3 -2
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@@ -5,11 +5,12 @@ labels: ['bug']
body:
- type: markdown
attributes:
value: Thank you for taking the time to fill out this bug report. Please provide as much information as possible to help us understand and address the issue effectively.
value: Thank you for taking the time to fill out this bug report. Please provide as much information as possible
to help us understand and address the issue effectively.
- type: checkboxes
attributes:
label: Is there an existing issue for the same bug?
label: Is there an existing issue for the same bug? (If one exists, thumbs up or comment on the issue instead).
description: Please check if an issue already exists for the bug you encountered.
options:
- label: I have checked the existing issues.
+6 -7
View File
@@ -1,6 +1,6 @@
---
name: Feature Request
about: Suggest an idea for OpenHands features
name: Feature Request or Enhancement
about: Suggest an idea for an OpenHands feature or enhancement
title: ''
labels: 'enhancement'
assignees: ''
@@ -9,10 +9,9 @@ assignees: ''
**What problem or use case are you trying to solve?**
**Describe the UX of the solution you'd like**
**Do you have thoughts on the technical implementation?**
**Describe alternatives you've considered**
**Describe the UX or technical implementation you have in mind**
**Additional context**
### If you find this feature request or enhancement useful, make sure to add a 👍 to the issue
@@ -1,18 +0,0 @@
---
name: Technical Proposal
about: Propose a new architecture or technology
title: ''
labels: 'proposal'
assignees: ''
---
**Summary**
**Motivation**
**Technical Design**
**Alternatives to Consider**
**Additional context**
+100 -46
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@@ -25,10 +25,31 @@ concurrency:
cancel-in-progress: true
env:
BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST: nikolaik/python-nodejs:python3.12-nodejs22
RELEVANT_SHA: ${{ github.event.pull_request.head.sha || github.sha }}
jobs:
define-matrix:
runs-on: blacksmith
outputs:
base_image: ${{ steps.define-base-images.outputs.base_image }}
steps:
- name: Define base images
shell: bash
id: define-base-images
run: |
# Only build nikolaik on PRs, otherwise build both nikolaik and ubuntu.
if [[ "$GITHUB_EVENT_NAME" == "pull_request" ]]; then
json=$(jq -n -c '[
{ image: "nikolaik/python-nodejs:python3.12-nodejs22", tag: "nikolaik" }
]')
else
json=$(jq -n -c '[
{ image: "nikolaik/python-nodejs:python3.12-nodejs22", tag: "nikolaik" },
{ image: "ubuntu:24.04", tag: "ubuntu" }
]')
fi
echo "base_image=$json" >> "$GITHUB_OUTPUT"
# Builds the OpenHands Docker images
ghcr_build_app:
name: Build App Image
@@ -37,6 +58,7 @@ jobs:
contents: read
packages: write
outputs:
# Since this job uses outputs it cannot use matrix
hash_from_app_image: ${{ steps.get_hash_in_app_image.outputs.hash_from_app_image }}
steps:
- name: Checkout
@@ -84,11 +106,10 @@ jobs:
permissions:
contents: read
packages: write
needs: define-matrix
strategy:
matrix:
base_image:
- image: 'nikolaik/python-nodejs:python3.12-nodejs22'
tag: nikolaik
base_image: ${{ fromJson(needs.define-matrix.outputs.base_image) }}
steps:
- name: Checkout
uses: actions/checkout@v4
@@ -118,35 +139,54 @@ jobs:
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
# This is the one that saves the cache, the others set 'lookup-only: true'
restore-keys: |
${{ runner.os }}-poetry-
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies
run: make install-python-dependencies POETRY_GROUP=main INSTALL_PLAYWRIGHT=0
- name: Create source distribution and Dockerfile
run: poetry run python3 openhands/runtime/utils/runtime_build.py --base_image ${{ matrix.base_image.image }} --build_folder containers/runtime --force_rebuild
- name: Lowercase Repository Owner
run: |
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
- name: Short SHA
run: |
echo SHORT_SHA=$(git rev-parse --short "$RELEVANT_SHA") >> $GITHUB_ENV
- name: Determine docker build params
if: github.event.pull_request.head.repo.fork != true
shell: bash
run: |
./containers/build.sh -i runtime -o ${{ env.REPO_OWNER }} -t ${{ matrix.base_image.tag }} --dry
DOCKER_BUILD_JSON=$(jq -c . < docker-build-dry.json)
echo "DOCKER_TAGS=$(echo "$DOCKER_BUILD_JSON" | jq -r '.tags | join(",")')" >> $GITHUB_ENV
echo "DOCKER_PLATFORM=$(echo "$DOCKER_BUILD_JSON" | jq -r '.platform')" >> $GITHUB_ENV
echo "DOCKER_BUILD_ARGS=$(echo "$DOCKER_BUILD_JSON" | jq -r '.build_args | join(",")')" >> $GITHUB_ENV
- name: Build and push runtime image ${{ matrix.base_image.image }}
if: github.event.pull_request.head.repo.fork != true
run: |
./containers/build.sh -i runtime -o ${{ env.REPO_OWNER }} --push -t ${{ matrix.base_image.tag }}
# Forked repos can't push to GHCR, so we need to upload the image as an artifact
uses: useblacksmith/build-push-action@v1
with:
push: true
tags: ${{ env.DOCKER_TAGS }}
platforms: ${{ env.DOCKER_PLATFORM }}
build-args: ${{ env.DOCKER_BUILD_ARGS }}
context: containers/runtime
provenance: false
# Forked repos can't push to GHCR, so we just build in order to populate the cache for rebuilding
- name: Build runtime image ${{ matrix.base_image.image }} for fork
if: github.event.pull_request.head.repo.fork
uses: docker/build-push-action@v6
uses: useblacksmith/build-push-action@v1
with:
tags: ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
outputs: type=docker,dest=/tmp/runtime-${{ matrix.base_image.tag }}.tar
context: containers/runtime
- name: Upload runtime image for fork
- name: Upload runtime source for fork
if: github.event.pull_request.head.repo.fork
uses: actions/upload-artifact@v4
with:
name: runtime-${{ matrix.base_image.tag }}
path: /tmp/runtime-${{ matrix.base_image.tag }}.tar
name: runtime-src-${{ matrix.base_image.tag }}
path: containers/runtime
verify_hash_equivalence_in_runtime_and_app:
name: Verify Hash Equivalence in Runtime and Docker images
@@ -156,6 +196,8 @@ jobs:
fail-fast: false
matrix:
base_image: ['nikolaik']
env:
BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST: nikolaik/python-nodejs:python3.12-nodejs22
steps:
- uses: actions/checkout@v4
with:
@@ -167,6 +209,7 @@ jobs:
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
lookup-only: true
restore-keys: |
${{ runner.os }}-poetry-
- name: Set up Python
@@ -176,7 +219,7 @@ jobs:
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies
run: make install-python-dependencies POETRY_GROUP=main INSTALL_PLAYWRIGHT=0
- name: Get hash in App Image
run: |
echo "Hash from app image: ${{ needs.ghcr_build_app.outputs.hash_from_app_image }}"
@@ -203,28 +246,34 @@ jobs:
# Run unit tests with the Docker runtime Docker images as root
test_runtime_root:
name: RT Unit Tests (Root)
needs: [ghcr_build_runtime]
runs-on: blacksmith-4vcpu-ubuntu-2204
needs: [ghcr_build_runtime, define-matrix]
runs-on: blacksmith-8vcpu-ubuntu-2204
strategy:
fail-fast: false
matrix:
base_image: ['nikolaik']
base_image: ${{ fromJson(needs.define-matrix.outputs.base_image) }}
steps:
- uses: actions/checkout@v4
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@v3
# Forked repos can't push to GHCR, so we need to download the image as an artifact
- name: Download runtime image for fork
- name: Download runtime source for fork
if: github.event.pull_request.head.repo.fork
uses: actions/download-artifact@v4
with:
name: runtime-${{ matrix.base_image }}
path: /tmp
- name: Load runtime image for fork
if: github.event.pull_request.head.repo.fork
name: runtime-src-${{ matrix.base_image.tag }}
path: containers/runtime
- name: Lowercase Repository Owner
run: |
docker load --input /tmp/runtime-${{ matrix.base_image }}.tar
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
# Forked repos can't push to GHCR, so we need to rebuild using cache
- name: Build runtime image ${{ matrix.base_image.image }} for fork
if: github.event.pull_request.head.repo.fork
uses: useblacksmith/build-push-action@v1
with:
load: true
tags: ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
context: containers/runtime
- name: Cache Poetry dependencies
uses: useblacksmith/cache@v5
with:
@@ -232,6 +281,7 @@ jobs:
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
lookup-only: true
restore-keys: |
${{ runner.os }}-poetry-
- name: Set up Python
@@ -241,10 +291,7 @@ jobs:
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies
- name: Lowercase Repository Owner
run: |
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
run: make install-python-dependencies POETRY_GROUP=main,test,runtime INSTALL_PLAYWRIGHT=0
- name: Run docker runtime tests
run: |
# We install pytest-xdist in order to run tests across CPUs
@@ -253,14 +300,17 @@ jobs:
# Install to be able to retry on failures for flaky tests
poetry run pip install pytest-rerunfailures
image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image }}
image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
# Setting RUN_AS_OPENHANDS to false means use root.
# That should mean SANDBOX_USER_ID is ignored but some tests do not check for RUN_AS_OPENHANDS.
TEST_RUNTIME=docker \
SANDBOX_USER_ID=$(id -u) \
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
TEST_IN_CI=true \
RUN_AS_OPENHANDS=false \
poetry run pytest -n 3 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py
poetry run pytest -n 7 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v5
env:
@@ -269,27 +319,33 @@ jobs:
# Run unit tests with the Docker runtime Docker images as openhands user
test_runtime_oh:
name: RT Unit Tests (openhands)
runs-on: blacksmith-4vcpu-ubuntu-2204
needs: [ghcr_build_runtime]
runs-on: blacksmith-8vcpu-ubuntu-2204
needs: [ghcr_build_runtime, define-matrix]
strategy:
matrix:
base_image: ['nikolaik']
base_image: ${{ fromJson(needs.define-matrix.outputs.base_image) }}
steps:
- uses: actions/checkout@v4
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@v3
# Forked repos can't push to GHCR, so we need to download the image as an artifact
- name: Download runtime image for fork
- name: Download runtime source for fork
if: github.event.pull_request.head.repo.fork
uses: actions/download-artifact@v4
with:
name: runtime-${{ matrix.base_image }}
path: /tmp
- name: Load runtime image for fork
if: github.event.pull_request.head.repo.fork
name: runtime-src-${{ matrix.base_image.tag }}
path: containers/runtime
- name: Lowercase Repository Owner
run: |
docker load --input /tmp/runtime-${{ matrix.base_image }}.tar
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
# Forked repos can't push to GHCR, so we need to rebuild using cache
- name: Build runtime image ${{ matrix.base_image.image }} for fork
if: github.event.pull_request.head.repo.fork
uses: useblacksmith/build-push-action@v1
with:
load: true
tags: ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
context: containers/runtime
- name: Cache Poetry dependencies
uses: useblacksmith/cache@v5
with:
@@ -297,6 +353,7 @@ jobs:
~/.cache/pypoetry
~/.virtualenvs
key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
lookup-only: true
restore-keys: |
${{ runner.os }}-poetry-
- name: Set up Python
@@ -306,10 +363,7 @@ jobs:
- name: Install poetry via pipx
run: pipx install poetry
- name: Install Python dependencies using Poetry
run: make install-python-dependencies
- name: Lowercase Repository Owner
run: |
echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
run: make install-python-dependencies POETRY_GROUP=main,test,runtime INSTALL_PLAYWRIGHT=0
- name: Run runtime tests
run: |
# We install pytest-xdist in order to run tests across CPUs
@@ -318,14 +372,14 @@ jobs:
# Install to be able to retry on failures for flaky tests
poetry run pip install pytest-rerunfailures
image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image }}
image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
TEST_RUNTIME=docker \
SANDBOX_USER_ID=$(id -u) \
SANDBOX_RUNTIME_CONTAINER_IMAGE=$image_name \
TEST_IN_CI=true \
RUN_AS_OPENHANDS=true \
poetry run pytest -n 3 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py
poetry run pytest -n 7 -raRs --reruns 2 --reruns-delay 5 --cov=openhands --cov-report=xml -s ./tests/runtime --ignore=tests/runtime/test_browsergym_envs.py --durations=10
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v5
env:
+11 -4
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@@ -16,6 +16,11 @@ on:
type: string
default: "main"
description: "Target branch to pull and create PR against"
pr_type:
required: false
type: string
default: "draft"
description: "The PR type that is going to be created (draft, ready)"
LLM_MODEL:
required: false
type: string
@@ -145,13 +150,15 @@ jobs:
fi
- name: Set environment variables
env:
REVIEW_BODY: ${{ github.event.review.body || '' }}
run: |
# Handle pull request events first
if [ -n "${{ github.event.pull_request.number }}" ]; then
echo "ISSUE_NUMBER=${{ github.event.pull_request.number }}" >> $GITHUB_ENV
echo "ISSUE_TYPE=pr" >> $GITHUB_ENV
# Handle pull request review events
elif [ -n "${{ github.event.review.body }}" ]; then
elif [ -n "$REVIEW_BODY" ]; then
echo "ISSUE_NUMBER=${{ github.event.pull_request.number }}" >> $GITHUB_ENV
echo "ISSUE_TYPE=pr" >> $GITHUB_ENV
# Handle issue comment events that reference a PR
@@ -164,7 +171,7 @@ jobs:
echo "ISSUE_TYPE=issue" >> $GITHUB_ENV
fi
if [ -n "${{ github.event.review.body }}" ]; then
if [ -n "$REVIEW_BODY" ]; then
echo "COMMENT_ID=${{ github.event.review.id || 'None' }}" >> $GITHUB_ENV
else
echo "COMMENT_ID=${{ github.event.comment.id || 'None' }}" >> $GITHUB_ENV
@@ -278,9 +285,9 @@ jobs:
cd /tmp && python -m openhands.resolver.send_pull_request \
--issue-number ${{ env.ISSUE_NUMBER }} \
--target-branch ${{ env.TARGET_BRANCH }} \
--pr-type draft \
--pr-type ${{ inputs.pr_type || 'draft' }} \
--reviewer ${{ github.actor }} | tee pr_result.txt && \
grep "draft created" pr_result.txt | sed 's/.*\///g' > pr_number.txt
grep "PR created" pr_result.txt | sed 's/.*\///g' > pr_number.txt
else
cd /tmp && python -m openhands.resolver.send_pull_request \
--issue-number ${{ env.ISSUE_NUMBER }} \
+2 -1
View File
@@ -19,9 +19,10 @@ jobs:
ref: ${{ github.head_ref }}
- name: Trigger remote job
env:
PR_BRANCH: ${{ github.head_ref }}
run: |
REPO_URL="https://github.com/${{ github.repository }}"
PR_BRANCH="${{ github.head_ref }}"
echo "Repository URL: $REPO_URL"
echo "PR Branch: $PR_BRANCH"
+1 -1
View File
@@ -118,7 +118,7 @@ poetry run pytest ./tests/unit/test_*.py
To reduce build time (e.g., if no changes were made to the client-runtime component), you can use an existing Docker container image by
setting the SANDBOX_RUNTIME_CONTAINER_IMAGE environment variable to the desired Docker image.
Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.30-nikolaik`
Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.32-nikolaik`
## Develop inside Docker container
+21 -12
View File
@@ -133,20 +133,29 @@ install-python-dependencies:
export HNSWLIB_NO_NATIVE=1; \
poetry run pip install chroma-hnswlib; \
fi
@poetry install
@if [ -f "/etc/manjaro-release" ]; then \
echo "$(BLUE)Detected Manjaro Linux. Installing Playwright dependencies...$(RESET)"; \
poetry run pip install playwright; \
poetry run playwright install chromium; \
@if [ -n "${POETRY_GROUP}" ]; then \
echo "Installing only POETRY_GROUP=${POETRY_GROUP}"; \
poetry install --only $${POETRY_GROUP}; \
else \
if [ ! -f cache/playwright_chromium_is_installed.txt ]; then \
echo "Running playwright install --with-deps chromium..."; \
poetry run playwright install --with-deps chromium; \
mkdir -p cache; \
touch cache/playwright_chromium_is_installed.txt; \
poetry install; \
fi
@if [ "${INSTALL_PLAYWRIGHT}" != "false" ] && [ "${INSTALL_PLAYWRIGHT}" != "0" ]; then \
if [ -f "/etc/manjaro-release" ]; then \
echo "$(BLUE)Detected Manjaro Linux. Installing Playwright dependencies...$(RESET)"; \
poetry run pip install playwright; \
poetry run playwright install chromium; \
else \
echo "Setup already done. Skipping playwright installation."; \
if [ ! -f cache/playwright_chromium_is_installed.txt ]; then \
echo "Running playwright install --with-deps chromium..."; \
poetry run playwright install --with-deps chromium; \
mkdir -p cache; \
touch cache/playwright_chromium_is_installed.txt; \
else \
echo "Setup already done. Skipping playwright installation."; \
fi \
fi \
else \
echo "Skipping Playwright installation (INSTALL_PLAYWRIGHT=${INSTALL_PLAYWRIGHT})."; \
fi
@echo "$(GREEN)Python dependencies installed successfully.$(RESET)"
@@ -185,7 +194,7 @@ test:
build-frontend:
@echo "$(YELLOW)Building frontend...$(RESET)"
@cd frontend && npm run build
@cd frontend && npm run prepare && npm run build
# Start backend
start-backend:
+25 -20
View File
@@ -27,7 +27,7 @@ Welcome to OpenHands (formerly OpenDevin), a platform for software development a
OpenHands agents can do anything a human developer can: modify code, run commands, browse the web,
call APIs, and yes—even copy code snippets from StackOverflow.
Learn more at [docs.all-hands.dev](https://docs.all-hands.dev), or jump to the [Quick Start](#-quick-start).
Learn more at [docs.all-hands.dev](https://docs.all-hands.dev), or [sign up for OpenHands Cloud](https://app.all-hands.dev) to get started.
> [!IMPORTANT]
> Using OpenHands for work? We'd love to chat! Fill out
@@ -36,37 +36,50 @@ Learn more at [docs.all-hands.dev](https://docs.all-hands.dev), or jump to the [
![App screenshot](./docs/static/img/screenshot.png)
## ⚡ Quick Start
## ☁️ OpenHands Cloud
The easiest way to get started with OpenHands is on [OpenHands Cloud](https://app.all-hands.dev),
which comes with $50 in free credits for new users.
The easiest way to run OpenHands is in Docker.
## 💻 Running OpenHands Locally
OpenHands can also run on your local system using Docker.
See the [Running OpenHands](https://docs.all-hands.dev/modules/usage/installation) guide for
system requirements and more information.
> [!WARNING]
> On a public network? See our [Hardened Docker Installation Guide](https://docs.all-hands.dev/modules/usage/runtimes/docker#hardened-docker-installation)
> to secure your deployment by restricting network binding and implementing additional security measures.
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands-state:/.openhands-state \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.30
docker.all-hands.dev/all-hands-ai/openhands:0.32
```
> [!WARNING]
> On a public network? See our [Hardened Docker Installation](https://docs.all-hands.dev/modules/usage/runtimes/docker#hardened-docker-installation) guide
> to secure your deployment by restricting network binding and implementing additional security measures.
You'll find OpenHands running at [http://localhost:3000](http://localhost:3000)!
Finally, you'll need a model provider and API key.
When you open the application, you'll be asked to choose an LLM provider and add an API key.
[Anthropic's Claude 3.5 Sonnet](https://www.anthropic.com/api) (`anthropic/claude-3-5-sonnet-20241022`)
works best, but you have [many options](https://docs.all-hands.dev/modules/usage/llms).
---
## 💡 Other ways to run OpenHands
> [!CAUTION]
> OpenHands is meant to be run by a single user on their local workstation.
> It is not appropriate for multi-tenant deployments where multiple users share the same instance. There is no built-in authentication, isolation, or scalability.
>
> If you're interested in running OpenHands in a multi-tenant environment, please
> [get in touch with us](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)
> for advanced deployment options.
You can also [connect OpenHands to your local filesystem](https://docs.all-hands.dev/modules/usage/runtimes/docker#connecting-to-your-filesystem),
run OpenHands in a scriptable [headless mode](https://docs.all-hands.dev/modules/usage/how-to/headless-mode),
@@ -75,14 +88,6 @@ or run it on tagged issues with [a github action](https://docs.all-hands.dev/mod
Visit [Running OpenHands](https://docs.all-hands.dev/modules/usage/installation) for more information and setup instructions.
> [!CAUTION]
> OpenHands is meant to be run by a single user on their local workstation.
> It is not appropriate for multi-tenant deployments where multiple users share the same instance. There is no built-in isolation or scalability.
>
> If you're interested in running OpenHands in a multi-tenant environment, please
> [get in touch with us](https://docs.google.com/forms/d/e/1FAIpQLSet3VbGaz8z32gW9Wm-Grl4jpt5WgMXPgJ4EDPVmCETCBpJtQ/viewform)
> for advanced deployment options.
If you want to modify the OpenHands source code, check out [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
Having issues? The [Troubleshooting Guide](https://docs.all-hands.dev/modules/usage/troubleshooting) can help.
+3 -3
View File
@@ -216,13 +216,13 @@ model = "gpt-4o"
[agent]
# Whether the browsing tool is enabled
codeact_enable_browsing = true
enable_browsing = true
# Whether the LLM draft editor is enabled
codeact_enable_llm_editor = false
enable_llm_editor = false
# Whether the IPython tool is enabled
codeact_enable_jupyter = true
enable_jupyter = true
# LLM config group to use
#llm_config = 'your-llm-config-group'
+27 -1
View File
@@ -7,15 +7,17 @@ org_name=""
push=0
load=0
tag_suffix=""
dry_run=0
# Function to display usage information
usage() {
echo "Usage: $0 -i <image_name> [-o <org_name>] [--push] [--load] [-t <tag_suffix>]"
echo "Usage: $0 -i <image_name> [-o <org_name>] [--push] [--load] [-t <tag_suffix>] [--dry]"
echo " -i: Image name (required)"
echo " -o: Organization name"
echo " --push: Push the image"
echo " --load: Load the image"
echo " -t: Tag suffix"
echo " --dry: Don't build, only create build-args.json"
exit 1
}
@@ -27,6 +29,7 @@ while [[ $# -gt 0 ]]; do
--push) push=1; shift ;;
--load) load=1; shift ;;
-t) tag_suffix="$2"; shift 2 ;;
--dry) dry_run=1; shift ;;
*) usage ;;
esac
done
@@ -113,10 +116,13 @@ echo "Repo: $DOCKER_REPOSITORY"
echo "Base dir: $DOCKER_BASE_DIR"
args=""
full_tags=()
for tag in "${tags[@]}"; do
args+=" -t $DOCKER_REPOSITORY:$tag"
full_tags+=("$DOCKER_REPOSITORY:$tag")
done
if [[ $push -eq 1 ]]; then
args+=" --push"
args+=" --cache-to=type=registry,ref=$DOCKER_REPOSITORY:$cache_tag,mode=max"
@@ -136,6 +142,26 @@ else
# For push or without load, build for multiple platforms
platform="linux/amd64,linux/arm64"
fi
if [[ $dry_run -eq 1 ]]; then
echo "Dry Run is enabled. Writing build config to docker-build-dry.json"
jq -n \
--argjson tags "$(printf '%s\n' "${full_tags[@]}" | jq -R . | jq -s .)" \
--arg platform "$platform" \
--arg openhands_build_version "$OPENHANDS_BUILD_VERSION" \
--arg dockerfile "$dir/Dockerfile" \
'{
tags: $tags,
platform: $platform,
build_args: [
"OPENHANDS_BUILD_VERSION=" + $openhands_build_version
],
dockerfile: $dockerfile
}' > docker-build-dry.json
exit 0
fi
echo "Building for platform(s): $platform"
+1 -1
View File
@@ -11,7 +11,7 @@ services:
- BACKEND_HOST=${BACKEND_HOST:-"0.0.0.0"}
- SANDBOX_API_HOSTNAME=host.docker.internal
#
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.30-nikolaik}
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.32-nikolaik}
- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234}
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
ports:
+1 -1
View File
@@ -7,7 +7,7 @@ services:
image: openhands:latest
container_name: openhands-app-${DATE:-}
environment:
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik}
- SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik}
#- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234} # enable this only if you want a specific non-root sandbox user but you will have to manually adjust permissions of openhands-state for this user
- WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
ports:
+10
View File
@@ -32,6 +32,8 @@ For instructions or processes that need to be followed in a specific order, use
Example:
1. Step one: Do this.
- First this sub step.
- Then this sub step.
2. Step two: Complete this action.
3. Step three: Verify the result.
@@ -47,6 +49,14 @@ docker run -it \
...
```
### Use of Note and Warning
When adding a note or warning, use the built-in note and warning syntax.
Example:
:::note
This section is for advanced users only.
:::
### Referring to UI Elements
@@ -354,12 +354,12 @@ Les options de configuration de l'agent sont définies dans les sections `[agent
- Valeur par défaut : `true`
- Description : Si l'appel de fonction est activé
- `codeact_enable_browsing`
- `enable_browsing`
- Type : `bool`
- Valeur par défaut : `false`
- Description : Si le délégué de navigation est activé dans l'espace d'action (fonctionne uniquement avec l'appel de fonction)
- `codeact_enable_llm_editor`
- `enable_llm_editor`
- Type : `bool`
- Valeur par défaut : `false`
- Description : Si l'éditeur LLM est activé dans l'espace d'action (fonctionne uniquement avec l'appel de fonction)
@@ -60,25 +60,7 @@ Félicitations !
## Explication technique
Lorsqu'une image personnalisée est utilisée pour la première fois, elle ne sera pas trouvée et donc elle sera construite (à l'exécution ultérieure, l'image construite sera trouvée et renvoyée).
L'image personnalisée est construite avec [_build_sandbox_image()](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/docker/image_agnostic_util.py#L29), qui crée un fichier docker en utilisant votre image personnalisée comme base et configure ensuite l'environnement pour OpenHands, comme ceci:
```python
dockerfile_content = (
f'FROM {base_image}\n'
'RUN apt update && apt install -y openssh-server wget sudo\n'
'RUN mkdir -p -m0755 /var/run/sshd\n'
'RUN mkdir -p /openhands && mkdir -p /openhands/logs && chmod 777 /openhands/logs\n'
'RUN wget "https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh"\n'
'RUN bash Miniforge3-$(uname)-$(uname -m).sh -b -p /openhands/miniforge3\n'
'RUN bash -c ". /openhands/miniforge3/etc/profile.d/conda.sh && conda config --set changeps1 False && conda config --append channels conda-forge"\n'
'RUN echo "export PATH=/openhands/miniforge3/bin:$PATH" >> ~/.bashrc\n'
'RUN echo "export PATH=/openhands/miniforge3/bin:$PATH" >> /openhands/bash.bashrc\n'
).strip()
```
> Remarque: Le nom de l'image est modifié via [_get_new_image_name()](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/docker/image_agnostic_util.py#L63) et c'est ce nom modifié qui sera recherché lors des exécutions ultérieures.
Veuillez consulter le [chapitre sur les images Docker personnalisées dans la documentation d'exécution](https://docs.all-hands.dev/fr/modules/usage/architecture/runtime) pour obtenir des explications plus détaillées.
## Dépannage / Erreurs
@@ -52,7 +52,7 @@ LLM_API_KEY="sk_test_12345"
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -61,7 +61,7 @@ docker run -it \
-v /var/run/docker.sock:/var/run/docker.sock \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.cli
```
@@ -46,7 +46,7 @@ LLM_API_KEY="sk_test_12345"
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -56,6 +56,6 @@ docker run -it \
-v /var/run/docker.sock:/var/run/docker.sock \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.main -t "write a bash script that prints hi" --no-auto-continue
```
@@ -13,16 +13,16 @@
La façon la plus simple d'exécuter OpenHands est avec Docker.
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.30
docker.all-hands.dev/all-hands-ai/openhands:0.32
```
Vous pouvez également exécuter OpenHands en mode [headless scriptable](https://docs.all-hands.dev/modules/usage/how-to/headless-mode), en tant que [CLI interactive](https://docs.all-hands.dev/modules/usage/how-to/cli-mode), ou en utilisant l'[Action GitHub OpenHands](https://docs.all-hands.dev/modules/usage/how-to/github-action).
@@ -13,7 +13,7 @@ C'est le Runtime par défaut qui est utilisé lorsque vous démarrez OpenHands.
```
docker run # ...
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-v /var/run/docker.sock:/var/run/docker.sock \
# ...
```
@@ -348,12 +348,12 @@ dockerコマンドで使用する場合は、`-e LLM_<option>`として渡しま
- デフォルト値: `true`
- 説明: 関数呼び出しが有効かどうか
- `codeact_enable_browsing`
- `enable_browsing`
- 型: `bool`
- デフォルト値: `false`
- 説明: アクションスペースでブラウジングデリゲートが有効かどうか(関数呼び出しでのみ機能)
- `codeact_enable_llm_editor`
- `enable_llm_editor`
- 型: `bool`
- デフォルト値: `false`
- 説明: アクションスペースでLLMエディタが有効かどうか(関数呼び出しでのみ機能)
@@ -60,25 +60,7 @@ base_container_image="custom_image"
## 技術的な説明
カスタムイメージが初めて使用される場合、イメージが見つからないため、ビルドされます (その後の実行では、ビルドされたイメージが見つかり、返されます)
カスタムイメージは [_build_sandbox_image()](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/docker/image_agnostic_util.py#L29) でビルドされます。これは、カスタムイメージをベースとして使用して docker ファイルを作成し、次のように OpenHands の環境を設定します:
```python
dockerfile_content = (
f'FROM {base_image}\n'
'RUN apt update && apt install -y openssh-server wget sudo\n'
'RUN mkdir -p -m0755 /var/run/sshd\n'
'RUN mkdir -p /openhands && mkdir -p /openhands/logs && chmod 777 /openhands/logs\n'
'RUN wget "https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh"\n'
'RUN bash Miniforge3-$(uname)-$(uname -m).sh -b -p /openhands/miniforge3\n'
'RUN bash -c ". /openhands/miniforge3/etc/profile.d/conda.sh && conda config --set changeps1 False && conda config --append channels conda-forge"\n'
'RUN echo "export PATH=/openhands/miniforge3/bin:$PATH" >> ~/.bashrc\n'
'RUN echo "export PATH=/openhands/miniforge3/bin:$PATH" >> /openhands/bash.bashrc\n'
).strip()
```
> 注: イメージ名は [_get_new_image_name()](https://github.com/All-Hands-AI/OpenHands/blob/main/openhands/runtime/docker/image_agnostic_util.py#L63) で変更され、この変更された名前が後続の実行時に検索されます。
詳細な説明については、[実行時ドキュメントのカスタムDockerイメージの章](https://docs.all-hands.dev/ja/modules/usage/architecture/runtime)を参照してください
## トラブルシューティング / エラー
@@ -34,7 +34,7 @@ Docker で OpenHands を CLI モードで実行するには:
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -44,7 +44,7 @@ docker run -it \
-v ~/.openhands-state:/.openhands-state \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.cli
```
@@ -31,7 +31,7 @@ DockerでOpenHandsをヘッドレスモードで実行するには:
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -42,7 +42,7 @@ docker run -it \
-v ~/.openhands-state:/.openhands-state \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.main -t "write a bash script that prints hi"
```
@@ -21,8 +21,8 @@ OpenHandsがリポジトリで動作する際:
```
---
name: <Microagentの名前>
type: <MicroAgentのタイプ>
version: <MicroAgentのバージョン>
type: <Microagentのタイプ>
version: <Microagentのバージョン>
agent: <エージェントのタイプ (通常はCodeActAgent)>
triggers:
- <オプション: microagentをトリガーするキーワード。トリガーを削除すると、常に含まれるようになります>
@@ -25,7 +25,7 @@ nikolaik の `SANDBOX_RUNTIME_CONTAINER_IMAGE` は、ランタイムサーバー
```bash
docker run # ...
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-v $WORKSPACE_BASE:/opt/workspace_base \
@@ -82,5 +82,5 @@ docker network create openhands-network
# 分離されたネットワークで OpenHands を実行
docker run # ... \
--network openhands-network \
docker.all-hands.dev/all-hands-ai/openhands:0.30
docker.all-hands.dev/all-hands-ai/openhands:0.32
```
@@ -7,7 +7,7 @@ O GitHub Cloud Resolver automatiza correções de código e fornece assistência
## Configuração
O Resolvedor do GitHub na Nuvem está disponível automaticamente quando você
[concede acesso ao repositório do OpenHands Cloud](./openhands-cloud.md#adding-repository-access).
[concede acesso ao repositório do OpenHands Cloud](./openhands-cloud#adding-repository-access).
## Uso
@@ -292,17 +292,17 @@ As opções de configuração do agente são definidas nas seções `[agent]` e
- Padrão: `true`
- Descrição: Se a chamada de função está habilitada
- `codeact_enable_browsing`
- `enable_browsing`
- Tipo: `bool`
- Padrão: `false`
- Descrição: Se o delegado de navegação está habilitado no espaço de ação (funciona apenas com chamada de função)
- `codeact_enable_llm_editor`
- `enable_llm_editor`
- Tipo: `bool`
- Padrão: `false`
- Descrição: Se o editor LLM está habilitado no espaço de ação (funciona apenas com chamada de função)
- `codeact_enable_jupyter`
- `enable_jupyter`
- Tipo: `bool`
- Padrão: `false`
- Descrição: Se o Jupyter está habilitado no espaço de ação
@@ -35,7 +35,7 @@ Para executar o OpenHands no modo CLI com Docker:
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -45,7 +45,7 @@ docker run -it \
-v ~/.openhands-state:/.openhands-state \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.cli
```
@@ -32,7 +32,7 @@ Para executar o OpenHands no modo Headless com Docker:
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -43,7 +43,7 @@ docker run -it \
-v ~/.openhands-state:/.openhands-state \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.main -t "escreva um script bash que imprima oi"
```
@@ -58,17 +58,17 @@
A maneira mais fácil de executar o OpenHands é no Docker.
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands-state:/.openhands-state \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.30
docker.all-hands.dev/all-hands-ai/openhands:0.32
```
Você encontrará o OpenHands em execução em http://localhost:3000!
@@ -21,8 +21,8 @@ Todos os microagentes usam arquivos markdown com frontmatter YAML que possuem in
```
---
name: <Nome do microagente>
type: <Tipo do MicroAgent>
version: <Versão do MicroAgent>
type: <Tipo do Microagent>
version: <Versão do Microagent>
agent: <O tipo de agente (normalmente CodeActAgent)>
triggers:
- <Palavras-chave opcionais que acionam o microagente. Se os gatilhos forem removidos, ele sempre será incluído>
@@ -13,7 +13,7 @@ Este é o Runtime padrão que é usado quando você inicia o OpenHands. Você po
```
docker run # ...
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-v /var/run/docker.sock:/var/run/docker.sock \
# ...
```
@@ -349,17 +349,17 @@ Agent 配置选项在 `config.toml` 文件的 `[agent]` 和 `[agent.<agent_name>
- 默认值: `true`
- 描述: 是否启用函数调用
- `codeact_enable_browsing`
- `enable_browsing`
- 类型: `bool`
- 默认值: `false`
- 描述: 是否在 action space 中启用浏览代理(仅适用于函数调用)
- `codeact_enable_llm_editor`
- `enable_llm_editor`
- 类型: `bool`
- 默认值: `false`
- 描述: 是否在 action space 中启用 LLM 编辑器(仅适用于函数调用)
- `codeact_enable_jupyter`
- `enable_jupyter`
- 类型: `bool`
- 默认值: `false`
- 描述: 是否在 action space 中启用 Jupyter
@@ -1,6 +1,6 @@
# 💿 如何创建自定义 Docker 沙箱
默认的 OpenHands 沙箱包含一个[最小化 ubuntu 配置](https://github.com/All-Hands-AI/OpenHands/blob/main/containers/sandbox/Dockerfile)。您的应用场景可能需要在默认状态下安装额外的软件。本指南将教您如何通过使用自定义 Docker 映像来实现这一目标。
默认的 OpenHands 沙箱包含一个[最小化 ubuntu 配置](https://github.com/All-Hands-AI/OpenHands/blob/main/containers/e2b-sandbox/Dockerfile)。您的应用场景可能需要在默认状态下安装额外的软件。本指南将教您如何通过使用自定义 Docker 映像来实现这一目标。
目前提供两种实现方案:
1. 从 Docker Hub 拉取已有镜像。例如,如果您想安装 `nodejs` ,您可以通过使用 `node:20` 镜像来实现。
@@ -50,7 +50,7 @@ LLM_API_KEY="sk_test_12345"
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -59,7 +59,7 @@ docker run -it \
-v /var/run/docker.sock:/var/run/docker.sock \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.cli
```
@@ -47,7 +47,7 @@ LLM_API_KEY="sk_test_12345"
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -57,6 +57,6 @@ docker run -it \
-v /var/run/docker.sock:/var/run/docker.sock \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.main -t "write a bash script that prints hi" --no-auto-continue
```
@@ -11,16 +11,16 @@
在 Docker 中运行 OpenHands 是最简单的方式。
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.30
docker.all-hands.dev/all-hands-ai/openhands:0.32
```
你也可以在可脚本化的[无头模式](https://docs.all-hands.dev/modules/usage/how-to/headless-mode)下运行 OpenHands,作为[交互式 CLI](https://docs.all-hands.dev/modules/usage/how-to/cli-mode),或使用 [OpenHands GitHub Action](https://docs.all-hands.dev/modules/usage/how-to/github-action)。
@@ -11,7 +11,7 @@
```
docker run # ...
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-v /var/run/docker.sock:/var/run/docker.sock \
# ...
```
@@ -5,7 +5,7 @@ The GitHub Resolver automates code fixes and provides intelligent assistance for
## Setup
The Cloud GitHub Resolver is available automatically when you
[grant OpenHands Cloud repository access](./openhands-cloud.md#adding-repository-access).
[grant OpenHands Cloud repository access](./openhands-cloud#adding-repository-access).
## Usage
@@ -4,9 +4,7 @@ OpenHands Cloud is the cloud hosted version of OpenHands by All Hands AI.
## Accessing OpenHands Cloud
Currently, users are being admitted to access OpenHands Cloud in waves. To sign up,
[join the waitlist](https://www.all-hands.dev/join-waitlist). Once you are approved, you will get an email with
instructions on how to access it.
OpenHands Cloud can be accessed at https://app.all-hands.dev/.
## Getting Started
@@ -23,7 +21,10 @@ After visiting OpenHands Cloud, you will be asked to connect with your GitHub ac
You can grant OpenHands specific repository access:
1. Click the `Select a GitHub project` dropdown, select `Add more repositories...`.
2. Select the organization, then choose the specific repositories to grant OpenHands access to.
- Openhands requests short-lived tokens (8-hour expiry) with these permissions:
<details>
<summary>Permission Details for Repository Access</summary>
Openhands requests short-lived tokens (8-hour expiry) with these permissions:
- Actions: Read and write
- Administration: Read-only
- Commit statuses: Read and write
@@ -33,9 +34,12 @@ You can grant OpenHands specific repository access:
- Pull requests: Read and write
- Webhooks: Read and write
- Workflows: Read and write
- Repository access for a user is granted based on:
Repository access for a user is granted based on:
- Granted permission for the repository.
- User's GitHub permissions (owner/collaborator).
</details>
3. Click on `Install & Authorize`.
### Modifying Repository Access
@@ -43,3 +47,9 @@ You can grant OpenHands specific repository access:
You can modify repository access at any time by:
* Using the same `Select a GitHub project > Add more repositories` workflow, or
* Visiting the Settings page and selecting `Configure GitHub Repositories` under the `GitHub Settings` section.
## Conversation Persistence
- Conversations List Displays only the 10 most recent conversations initiated within the past 10 days.
- Workspaces Conversation workspaces are retained for 14 days.
- Runtimes Runtimes remain active ("warm") for 30 minutes. After this period, resuming a conversation may take 12 minutes.
+5 -7
View File
@@ -1,10 +1,8 @@
# Configuration Options
This guide details all configuration options available for OpenHands, helping you customize its behavior and integrate it with other services.
:::note
If you are running in [GUI Mode](https://docs.all-hands.dev/modules/usage/how-to/gui-mode), the settings available in the Settings UI will always
take precedence.
This page outlines all available configuration options for OpenHands, allowing you to customize its behavior and
integrate it with other services. In GUI Mode, any settings applied through the Settings UI will take precedence.
:::
## Core Configuration
@@ -293,17 +291,17 @@ The agent configuration options are defined in the `[agent]` and `[agent.<agent_
- Default: `true`
- Description: Whether function calling is enabled
- `codeact_enable_browsing`
- `enable_browsing`
- Type: `bool`
- Default: `false`
- Description: Whether browsing delegate is enabled in the action space (only works with function calling)
- `codeact_enable_llm_editor`
- `enable_llm_editor`
- Type: `bool`
- Default: `false`
- Description: Whether LLM editor is enabled in the action space (only works with function calling)
- `codeact_enable_jupyter`
- `enable_jupyter`
- Type: `bool`
- Default: `false`
- Description: Whether Jupyter is enabled in the action space
+42 -54
View File
@@ -3,109 +3,97 @@
So you've [run OpenHands](./installation) and have
[set up your LLM](./installation#setup). Now what?
OpenHands can help you tackle a wide variety of engineering tasks. But the technology
is still new, and we're a long way off from having agents that can take on large, complicated
engineering tasks without any guidance. So it's important to get a feel for what the agent
does well, and where it might need some help.
OpenHands can assist with a range of engineering tasks. However, the technology is still new, and were far from having
agents that can handle complex tasks independently. Its important to understand what the agent does well and where it
needs support.
## Hello World
The first thing you might want to try is a simple "hello world" example.
This can be more complicated than it sounds!
Start with a simple "hello world" example. It might be trickier than it seems!
Try prompting the agent with:
> Please write a bash script hello.sh that prints "hello world!"
Prompt the agent with:
> Write a bash script hello.sh that prints "hello world!"
You should see that the agent not only writes the script, it sets the correct
permissions and runs the script to check the output.
The agent will write the script, set the correct permissions, and run it to check the output.
You can continue prompting the agent to refine your code. This is a great way to
work with agents. Start simple, and iterate.
> Please modify hello.sh so that it accepts a name as the first argument, but defaults to "world"
> Modify hello.sh so that it accepts a name as the first argument, but defaults to "world"
You can also work in any language you need, though the agent might need to spend some
time setting up its environment!
You can also use any language you need. The agent may need time to set up the environment.
> Please convert hello.sh to a Ruby script, and run it
## Building From Scratch
Agents do exceptionally well at "greenfield" tasks (tasks where they don't need
any context about an existing codebase) and they can just start from scratch.
It's best to start with a simple task, and then iterate on it. It's also best to be
as specific as possible about what you want, what the tech stack should be, etc.
Agents excel at "greenfield" tasks, where they dont need context about existing code and
they can start from scratch.
Begin with a simple task and iterate from there. Be specific about what you want and the tech stack.
For example, we might build a TODO app:
> Please build a basic TODO list app in React. It should be frontend-only, and all state
> should be kept in localStorage.
> Build a frontend-only TODO app in React. All state should be stored in localStorage.
We can keep iterating on the app once the skeleton is there:
Once the basic structure is in place, continue refining:
> Please allow adding an optional due date to every task.
> Allow adding an optional due date to each task.
Just like with normal development, it's good to commit and push your code frequently.
Just like normal development, commit and push your code often.
This way you can always revert back to an old state if the agent goes off track.
You can ask the agent to commit and push for you:
> Please commit the changes and push them to a new branch called "feature/due-dates"
> Commit the changes and push them to a new branch called "feature/due-dates"
## Adding New Code
OpenHands can also do a great job adding new code to an existing code base.
OpenHands is great at adding new code to an existing codebase.
For example, you can ask OpenHands to add a new GitHub action to your project
which lints your code. OpenHands may take a peek at your codebase to see what language
it should use and then drop a new file into `./github/workflows/lint.yml`.
For instance, you can ask OpenHands to add a GitHub action that lints your code. It might check your codebase to
determine the language, then create a new file in `./github/workflows/lint.yml`.
> Please add a GitHub action that lints the code in this repository.
> Add a GitHub action that lints the code in this repository.
Some tasks might require a bit more context. While OpenHands can use `ls` and `grep`
to search through your codebase, providing context up front allows it to move faster,
and more accurately. And it'll cost you fewer tokens!
Some tasks need more context. While OpenHands can use commands like ls and grep to search, providing context upfront
speeds things up and reduces token usage.
> Please modify ./backend/api/routes.js to add a new route that returns a list of all tasks.
> Modify ./backend/api/routes.js to add a new route that returns a list of all tasks.
> Please add a new React component that displays a list of Widgets to the ./frontend/components
> directory. It should use the existing Widget component.
> Add a new React component to the ./frontend/components directory to display a list of Widgets.
> It should use the existing Widget component.
## Refactoring
OpenHands does great at refactoring existing code, especially in small chunks.
You probably don't want to try rearchitecting your whole codebase, but breaking up
long files and functions, renaming variables, etc. tend to work very well.
OpenHands does great at refactoring code in small chunks. Rather than rearchitecting the entire codebase,
it's more effective to break up long files and functions or rename variables.
> Please rename all the single-letter variables in ./app.go.
> Rename all the single-letter variables in ./app.go.
> Please break the function `build_and_deploy_widgets` into two functions, `build_widgets` and `deploy_widgets` in widget.php.
> Split the `build_and_deploy_widgets` function into two functions, `build_widgets` and `deploy_widgets` in widget.php.
> Please break ./api/routes.js into separate files for each route.
> Break ./api/routes.js into separate files for each route.
## Bug Fixes
OpenHands can also help you track down and fix bugs in your code. But as any
developer knows, bug fixing can be extremely tricky, and often OpenHands will need more context.
It helps if you've diagnosed the bug, but want OpenHands to figure out the logic.
OpenHands can help track down and fix bugs, but bug fixing can be tricky and often requires more context.
Its helpful if youve already diagnosed the issue and just need OpenHands to handle the logic.
> Currently the email field in the `/subscribe` endpoint is rejecting .io domains. Please fix this.
> The email field in the `/subscribe` endpoint is rejecting .io domains. Fix this.
> The `search_widgets` function in ./app.py is doing a case-sensitive search. Please make it case-insensitive.
> The `search_widgets` function in ./app.py is doing a case-sensitive search. Make it case-insensitive.
It often helps to do test-driven development when bug fixing with an agent.
You can ask the agent to write a new test, and then iterate until it fixes the bug:
For bug fixing, test-driven development can be really useful. You can ask the agent to write a new test and iterate
until the bug is fixed:
> The `hello` function crashes on the empty string. Please write a test that reproduces this bug, then fix the code so it passes.
> The `hello` function crashes on the empty string. Write a test that reproduces this bug, then fix the code so it passes.
## More
OpenHands is capable of helping out on just about any coding task but it takes some practice
to get the most out of it. Remember to:
OpenHands can assist with nearly any coding task, but it takes some practice to get the best results.
Keep these tips in mind:
* Keep your tasks small.
* Be as specific as possible.
* Provide as much context as possible.
* Be specific.
* Provide plenty of context.
* Commit and push frequently.
See [Prompting Best Practices](./prompting/prompting-best-practices) for more tips on how to get the most out of OpenHands.
+4 -45
View File
@@ -35,7 +35,7 @@ To run OpenHands in CLI mode with Docker:
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -45,52 +45,11 @@ docker run -it \
-v ~/.openhands-state:/.openhands-state \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.cli
```
This command will start an interactive session in Docker where you can input tasks and receive responses from OpenHands.
## Examples of CLI Commands and Expected Outputs
Here are some examples of CLI commands and their expected outputs:
### Example 1: Simple Task
```bash
>> Write a Python script that prints "Hello, World!"
```
Expected Output:
```bash
🤖 Sure! Here is a Python script that prints "Hello, World!":
print("Hello, World!")
```
### Example 2: Bash Command
```bash
>> Create a directory named "test_dir"
```
Expected Output:
```bash
🤖 Creating a directory named "test_dir":
mkdir test_dir
```
### Example 3: Error Handling
```bash
>> Delete a non-existent file
```
Expected Output:
```bash
🤖 An error occurred. Please try again.
```
The `-e SANDBOX_USER_ID=$(id -u)` is passed to the Docker command to ensure the sandbox user matches the host users
permissions. This prevents the agent from creating root-owned files in the mounted workspace.
@@ -1,5 +1,9 @@
# Custom Sandbox
:::note
This guide is for users that would like to use their own custom Docker image for the runtime, e.g. with certain tools or programming languages pre-installed
:::
The sandbox is where the agent performs its tasks. Instead of running commands directly on your computer
(which could be risky), the agent runs them inside a Docker container.
+1 -1
View File
@@ -1,6 +1,6 @@
# Using the OpenHands GitHub Action
This guide explains how to use the OpenHands GitHub Action, both within the OpenHands repository and in your own projects.
This guide explains how to use the OpenHands GitHub Action in your own projects.
## Using the Action in the OpenHands Repository
+4 -3
View File
@@ -11,9 +11,10 @@ OpenHands provides a Graphical User Interface (GUI) mode for interacting with th
### Initial Setup
1. Upon first launch, you'll see a settings page.
1. Upon first launch, you'll see a settings popup.
2. Select an `LLM Provider` and `LLM Model` from the dropdown menus. If the required model does not exist in the list,
toggle `Advanced` options and enter it with the correct prefix in the `Custom Model` text box.
select `see advanced settings`. Then toggle `Advanced` options and enter it with the correct prefix in the
`Custom Model` text box.
3. Enter the corresponding `API Key` for your chosen provider.
4. Click `Save Changes` to apply the settings.
@@ -32,7 +33,7 @@ OpenHands automatically exports a `GITHUB_TOKEN` to the shell environment if it
- `repo` (Full control of private repositories)
- **Fine-Grained Tokens**
- All Repositories (You can select specific repositories, but this will impact what returns in repo search)
- Minimal Permissions ( Select **Meta Data = Read-only** read for search, **Pull Requests = Read and Write**, **Content = Read and Write** for branch creation)
- Minimal Permissions ( Select `Meta Data = Read-only` read for search, `Pull Requests = Read and Write` and `Content = Read and Write` for branch creation)
2. **Enter Token in OpenHands**:
- Click the Settings button (gear icon).
- Navigate to the `GitHub Settings` section.
+5 -2
View File
@@ -32,7 +32,7 @@ To run OpenHands in Headless mode with Docker:
```bash
docker run -it \
--pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e SANDBOX_USER_ID=$(id -u) \
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
-e LLM_API_KEY=$LLM_API_KEY \
@@ -43,10 +43,13 @@ docker run -it \
-v ~/.openhands-state:/.openhands-state \
--add-host host.docker.internal:host-gateway \
--name openhands-app-$(date +%Y%m%d%H%M%S) \
docker.all-hands.dev/all-hands-ai/openhands:0.30 \
docker.all-hands.dev/all-hands-ai/openhands:0.32 \
python -m openhands.core.main -t "write a bash script that prints hi"
```
The `-e SANDBOX_USER_ID=$(id -u)` is passed to the Docker command to ensure the sandbox user matches the host users
permissions. This prevents the agent from creating root-owned files in the mounted workspace.
## Advanced Headless Configurations
To view all available configuration options for headless mode, run the Python command with the `--help` flag.
+13 -14
View File
@@ -58,30 +58,31 @@ A system with a modern processor and a minimum of **4GB RAM** is recommended to
The easiest way to run OpenHands is in Docker.
```bash
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik
docker pull docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik
docker run -it --rm --pull=always \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.30-nikolaik \
-e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.32-nikolaik \
-e LOG_ALL_EVENTS=true \
-v /var/run/docker.sock:/var/run/docker.sock \
-v ~/.openhands-state:/.openhands-state \
-p 3000:3000 \
--add-host host.docker.internal:host-gateway \
--name openhands-app \
docker.all-hands.dev/all-hands-ai/openhands:0.30
docker.all-hands.dev/all-hands-ai/openhands:0.32
```
You'll find OpenHands running at http://localhost:3000!
You can also [connect OpenHands to your local filesystem](https://docs.all-hands.dev/modules/usage/runtimes#connecting-to-your-filesystem),
You can also [connect OpenHands to your local filesystem](https://docs.all-hands.dev/modules/usage/runtimes/docker#connecting-to-your-filesystem),
run OpenHands in a scriptable [headless mode](https://docs.all-hands.dev/modules/usage/how-to/headless-mode),
interact with it via a [friendly CLI](https://docs.all-hands.dev/modules/usage/how-to/cli-mode),
or run it on tagged issues with [a GitHub action](https://docs.all-hands.dev/modules/usage/how-to/github-action).
## Setup
Upon launching OpenHands, you'll see a Settings page. You **must** select an `LLM Provider` and `LLM Model` and enter a corresponding `API Key`.
These can be changed at any time by selecting the `Settings` button (gear icon) in the UI.
After launching OpenHands, you **must** select an `LLM Provider` and `LLM Model` and enter a corresponding `API Key`.
This can be done during the initial settings popup or by selecting the `Settings`
button (gear icon) in the UI.
If the required model does not exist in the list, you can toggle `Advanced` options and manually enter it with the correct prefix
in the `Custom Model` text box.
@@ -93,17 +94,17 @@ OpenHands requires an API key to access most language models. Here's how to get
#### Anthropic (Claude)
1. [Create an Anthropic account](https://console.anthropic.com/)
2. [Generate an API key](https://console.anthropic.com/settings/keys)
3. [Set up billing](https://console.anthropic.com/settings/billing)
1. [Create an Anthropic account](https://console.anthropic.com/).
2. [Generate an API key](https://console.anthropic.com/settings/keys).
3. [Set up billing](https://console.anthropic.com/settings/billing).
Consider setting usage limits to control costs.
#### OpenAI
1. [Create an OpenAI account](https://platform.openai.com/)
2. [Generate an API key](https://platform.openai.com/api-keys)
3. [Set up billing](https://platform.openai.com/account/billing/overview)
1. [Create an OpenAI account](https://platform.openai.com/).
2. [Generate an API key](https://platform.openai.com/api-keys).
3. [Set up billing](https://platform.openai.com/account/billing/overview).
Now you're ready to [get started with OpenHands](./getting-started).
@@ -115,8 +116,6 @@ We use SemVer so `0.9` will automatically point to the latest `0.9.x` release, a
- For the most up-to-date development version, replace $VERSION in `openhands:$VERSION` and `runtime:$VERSION`, with `main`.
This version is unstable and is recommended for testing or development purposes only.
You can choose the tag that best suits your needs based on stability requirements and desired features.
For the development workflow, see [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
Are you having trouble? Check out our [Troubleshooting Guide](https://docs.all-hands.dev/modules/usage/troubleshooting).
+20 -52
View File
@@ -1,60 +1,28 @@
# OpenHands Feature Overview
![overview](https://www.all-hands.dev/assets/product/product-slide-1.webp)
![overview](/img/oh-features.png)
## 1. Workspace
The Workspace feature provides a comprehensive development environment with the following key capabilities:
- File Explorer: Browse, view, and manage project files and directories
- Project Management: Import, create, and navigate between different projects
- Integrated Development Tools: Seamless integration with various development workflows
- File Operations:
* View file contents
* Create new files and folders
### Chat Panel
- Displays the conversation between the user and OpenHands.
- OpenHands explains its actions in this panel.
### Workspace
- Browse project files and directories.
- Use the `Open in VS Code` option to:
* Modify files
* Upload and download files
* Basic file manipulation
## 2. Jupyter Notebook
The Jupyter Notebook feature offers an interactive coding and data analysis environment:
- Interactive Code Cells: Execute Python code in a cell-based interface
- Input and Output Tracking: Maintain a history of code inputs and their corresponding outputs
- Persistent Session: Preserve code execution context between cells
- Supports various Python operations and data analysis tasks
- Real-time code execution and result visualization
### Jupyter
- Shows all Python commands that were executed by OpenHands.
- Particularly handy when using OpenHands to perform data visualization tasks.
## 3. Browser (Beta)
The Browser feature provides web interaction capabilities:
- Web Page Navigation: Open and browse websites within the application
- Screenshot Capture: Automatically generate screenshots of web pages
- Interaction Tools:
* Click elements
* Fill out forms
* Scroll pages
* Navigate through web content
- Supports 15 different browser interaction functions
### App
- Shows the web server when OpenHands runs an application.
- Users can interact with the running application.
## 4. Terminal
The Terminal feature offers a command-line interface within the application:
- Execute Shell Commands: Run bash and system commands
- Command History: Track and recall previous commands
- Environment Interaction: Interact directly with the system's command line
- Support for various programming and system administration tasks
### Browser
- Used by OpenHands to browse websites.
- The browser is non-interactive.
## 5. Chat / AI Conversation
The Chat interface provides an AI-powered conversational experience:
- Interactive AI Assistant: Engage in natural language conversations
- Context-Aware Responses: AI understands and responds to development-related queries
- Action Suggestions: Provides actionable recommendations for tasks
- Conversation Management: Create, delete, and manage different conversation threads
## 6. App (Beta)
The main application interface combines all these features:
- Integrated Workspace: Seamless integration of workspace, browser, terminal, and AI chat
- Configurable Layout: Customize the arrangement of different feature panels
- State Management: Maintain context and state across different features
- Security and Privacy Controls: Manage application settings and permissions
### Additional Notes
- The application is currently in beta, with ongoing improvements and feature additions
- Supports various development workflows and AI-assisted coding
- Designed to enhance developer productivity through integrated tools and AI assistance
### Terminal
- A space for OpenHands and users to run terminal commands.
+1 -1
View File
@@ -25,7 +25,7 @@ You will need your ChatGPT deployment name which can be found on the deployments
&lt;deployment-name&gt; below.
:::
1. Enable `Advanced` options
1. Enable `Advanced` options.
2. Set the following:
- `Custom Model` to azure/&lt;deployment-name&gt;
- `Base URL` to your Azure API Base URL (e.g. `https://example-endpoint.openai.azure.com`)
+11 -4
View File
@@ -1,5 +1,9 @@
# 🤖 LLM Backends
:::note
This section is for users who want to connect OpenHands to different LLMs.
:::
OpenHands can connect to any LLM supported by LiteLLM. However, it requires a powerful model to work.
## Model Recommendations
@@ -9,10 +13,12 @@ recommendations for model selection. Our latest benchmarking results can be foun
Based on these findings and community feedback, the following models have been verified to work reasonably well with OpenHands:
- anthropic/claude-3-5-sonnet-20241022 (recommended)
- anthropic/claude-3-5-haiku-20241022
- deepseek/deepseek-chat
- gpt-4o
- [anthropic/claude-3-7-sonnet-20250219](https://www.anthropic.com/api) (recommended)
- [gemini/gemini-2.5-pro](https://blog.google/technology/google-deepmind/gemini-model-thinking-updates-march-2025/)
- [deepseek/deepseek-chat](https://api-docs.deepseek.com/)
- [openai/o3-mini](https://openai.com/index/openai-o3-mini/)
- [all-hands/openhands-lm-32b-v0.1](https://www.all-hands.dev/blog/introducing-openhands-lm-32b----a-strong-open-coding-agent-model) -- available through [OpenRouter](https://openrouter.ai/all-hands/openhands-lm-32b-v0.1)
:::warning
OpenHands will issue many prompts to the LLM you configure. Most of these LLMs cost money, so be sure to set spending
@@ -56,6 +62,7 @@ We have a few guides for running OpenHands with specific model providers:
- [Azure](llms/azure-llms)
- [Google](llms/google-llms)
- [Groq](llms/groq)
- [Local LLMs with SGLang or vLLM](llms/../local-llms.md)
- [LiteLLM Proxy](llms/litellm-proxy)
- [OpenAI](llms/openai-llms)
- [OpenRouter](llms/openrouter)
+46 -155
View File
@@ -1,192 +1,83 @@
# Local LLM with Ollama
# Local LLM with SGLang or vLLM
:::warning
When using a Local LLM, OpenHands may have limited functionality.
It is highly recommended that you use GPUs to serve local models for optimal experience.
:::
Ensure that you have the Ollama server up and running.
For detailed startup instructions, refer to [here](https://github.com/ollama/ollama).
## News
This guide assumes you've started ollama with `ollama serve`. If you're running ollama differently (e.g. inside docker), the instructions might need to be modified. Please note that if you're running WSL the default ollama configuration blocks requests from docker containers. See [here](#configuring-ollama-service-wsl-en).
- 2025/03/31: We released an open model OpenHands LM v0.1 32B that achieves 37.1% on SWE-Bench Verified
([blog](https://www.all-hands.dev/blog/introducing-openhands-lm-32b----a-strong-open-coding-agent-model), [model](https://huggingface.co/all-hands/openhands-lm-32b-v0.1)).
## Pull Models
## Download the Model from Huggingface
Ollama model names can be found [here](https://ollama.com/library). For a small example, you can use
the `codellama:7b` model. Bigger models will generally perform better.
For example, to download [OpenHands LM 32B v0.1](https://huggingface.co/all-hands/openhands-lm-32b-v0.1):
```bash
ollama pull codellama:7b
huggingface-cli download all-hands/openhands-lm-32b-v0.1 --local-dir my_folder/openhands-lm-32b-v0.1
```
you can check which models you have downloaded like this:
## Create an OpenAI-Compatible Endpoint With a Model Serving Framework
### Serving with SGLang
- Install SGLang following [the official documentation](https://docs.sglang.ai/start/install.html).
- Example launch command for OpenHands LM 32B (with at least 2 GPUs):
```bash
~$ ollama list
NAME ID SIZE MODIFIED
codellama:7b 8fdf8f752f6e 3.8 GB 6 weeks ago
mistral:7b-instruct-v0.2-q4_K_M eb14864c7427 4.4 GB 2 weeks ago
starcoder2:latest f67ae0f64584 1.7 GB 19 hours ago
SGLANG_ALLOW_OVERWRITE_LONGER_CONTEXT_LEN=1 python3 -m sglang.launch_server \
--model my_folder/openhands-lm-32b-v0.1 \
--served-model-name openhands-lm-32b-v0.1 \
--port 8000 \
--tp 2 --dp 1 \
--host 0.0.0.0 \
--api-key mykey --context-length 131072
```
## Run OpenHands with Docker
### Serving with vLLM
### Start OpenHands
Use the instructions [here](../getting-started) to start OpenHands using Docker.
But when running `docker run`, you'll need to add a few more arguments:
- Install vLLM following [the official documentation](https://docs.vllm.ai/en/latest/getting_started/installation.html).
- Example launch command for OpenHands LM 32B (with at least 2 GPUs):
```bash
docker run # ...
--add-host host.docker.internal:host-gateway \
-e LLM_OLLAMA_BASE_URL="http://host.docker.internal:11434" \
# ...
vllm serve my_folder/openhands-lm-32b-v0.1 \
--host 0.0.0.0 --port 8000 \
--api-key mykey \
--tensor-parallel-size 2 \
--served-model-name openhands-lm-32b-v0.1
--enable-prefix-caching
```
LLM_OLLAMA_BASE_URL is optional. If you set it, it will be used to show
the available installed models in the UI.
## Run and Configure OpenHands
### Run OpenHands
### Configure the Web Application
#### Using Docker
When running `openhands`, you'll need to set the following in the OpenHands UI through the Settings:
- the model to "ollama/&lt;model-name&gt;"
- the base url to `http://host.docker.internal:11434`
- the API key is optional, you can use any string, such as `ollama`.
Run OpenHands using [the official docker run command](../installation#start-the-app).
## Run OpenHands in Development Mode
### Build from Source
#### Using Development Mode
Use the instructions in [Development.md](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md) to build OpenHands.
Make sure `config.toml` is there by running `make setup-config` which will create one for you. In `config.toml`, enter the followings:
Ensure `config.toml` exists by running `make setup-config` which will create one for you. In the `config.toml`, enter the following:
```
[core]
workspace_base="./workspace"
workspace_base="/path/to/your/workspace"
[llm]
embedding_model="local"
ollama_base_url="http://localhost:11434"
ollama_base_url="http://localhost:8000"
```
Done! Now you can start OpenHands by: `make run`. You now should be able to connect to `http://localhost:3000/`
Start OpenHands using `make run`.
### Configure the Web Application
### Configure OpenHands
In the OpenHands UI, click on the Settings wheel in the bottom-left corner.
Then in the `Model` input, enter `ollama/codellama:7b`, or the name of the model you pulled earlier.
If it doesnt show up in the dropdown, enable `Advanced Settings` and type it in. Please note: you need the model name as listed by `ollama list`, with the prefix `ollama/`.
In the API Key field, enter `ollama` or any value, since you don't need a particular key.
In the Base URL field, enter `http://localhost:11434`.
And now you're ready to go!
## Configuring the ollama service (WSL) {#configuring-ollama-service-wsl-en}
The default configuration for ollama in WSL only serves localhost. This means you can't reach it from a docker container. eg. it wont work with OpenHands. First let's test that ollama is running correctly.
```bash
ollama list # get list of installed models
curl http://localhost:11434/api/generate -d '{"model":"[NAME]","prompt":"hi"}'
#ex. curl http://localhost:11434/api/generate -d '{"model":"codellama:7b","prompt":"hi"}'
#ex. curl http://localhost:11434/api/generate -d '{"model":"codellama","prompt":"hi"}' #the tag is optional if there is only one
```
Once that is done, test that it allows "outside" requests, like those from inside a docker container.
```bash
docker ps # get list of running docker containers, for most accurate test choose the OpenHands sandbox container.
docker exec [CONTAINER ID] curl http://host.docker.internal:11434/api/generate -d '{"model":"[NAME]","prompt":"hi"}'
#ex. docker exec cd9cc82f7a11 curl http://host.docker.internal:11434/api/generate -d '{"model":"codellama","prompt":"hi"}'
```
## Fixing it
Now let's make it work. Edit /etc/systemd/system/ollama.service with sudo privileges. (Path may vary depending on linux flavor)
```bash
sudo vi /etc/systemd/system/ollama.service
```
or
```bash
sudo nano /etc/systemd/system/ollama.service
```
In the [Service] bracket add these lines
```
Environment="OLLAMA_HOST=0.0.0.0:11434"
Environment="OLLAMA_ORIGINS=*"
```
Then save, reload the configuration and restart the service.
```bash
sudo systemctl daemon-reload
sudo systemctl restart ollama
```
Finally test that ollama is accessible from within the container
```bash
ollama list # get list of installed models
docker ps # get list of running docker containers, for most accurate test choose the OpenHands sandbox container.
docker exec [CONTAINER ID] curl http://host.docker.internal:11434/api/generate -d '{"model":"[NAME]","prompt":"hi"}'
```
# Local LLM with LM Studio
Steps to set up LM Studio:
1. Open LM Studio
2. Go to the Local Server tab.
3. Click the "Start Server" button.
4. Select the model you want to use from the dropdown.
Set the following configs:
```bash
LLM_MODEL="openai/lmstudio"
LLM_BASE_URL="http://localhost:1234/v1"
CUSTOM_LLM_PROVIDER="openai"
```
### Docker
```bash
docker run # ...
-e LLM_MODEL="openai/lmstudio" \
-e LLM_BASE_URL="http://host.docker.internal:1234/v1" \
-e CUSTOM_LLM_PROVIDER="openai" \
# ...
```
You should now be able to connect to `http://localhost:3000/`
In the development environment, you can set the following configs in the `config.toml` file:
```
[core]
workspace_base="./workspace"
[llm]
model="openai/lmstudio"
base_url="http://localhost:1234/v1"
custom_llm_provider="openai"
```
Done! Now you can start OpenHands by: `make run` without Docker. You now should be able to connect to `http://localhost:3000/`
# Note
For WSL, run the following commands in cmd to set up the networking mode to mirrored:
```
python -c "print('[wsl2]\nnetworkingMode=mirrored',file=open(r'%UserProfile%\.wslconfig','w'))"
wsl --shutdown
```
Once OpenHands is running, you'll need to set the following in the OpenHands UI through the Settings:
1. Enable `Advanced` options.
2. Set the following:
- `Custom Model` to `openai/<served-model-name>` (e.g. `openai/openhands-lm-32b-v0.1`)
- `Base URL` to `http://host.docker.internal:8000`
- `API key` to the same string you set when serving the model (e.g. `mykey`)
@@ -1,37 +1,38 @@
# Prompting Best Practices
When working with OpenHands AI software developer, it's crucial to provide clear and effective prompts. This guide outlines best practices for creating prompts that will yield the most accurate and useful responses.
When working with OpenHands AI software developer, providing clear and effective prompts is key to getting accurate
and useful responses. This guide outlines best practices for crafting effective prompts.
## Characteristics of Good Prompts
Good prompts are:
- **Concrete**: They explain exactly what functionality should be added or what error needs to be fixed.
- **Location-specific**: If known, they explain the locations in the code base that should be modified.
- **Appropriately scoped**: They should be the size of a single feature, typically not exceeding 100 lines of code.
- **Concrete**: Clearly describe what functionality should be added or what error needs fixing.
- **Location-specific**: Specify the locations in the codebase that should be modified, if known.
- **Appropriately scoped**: Focus on a single feature, typically not exceeding 100 lines of code.
## Examples
### Good Prompt Examples
- "Add a function `calculate_average` in `utils/math_operations.py` that takes a list of numbers as input and returns their average."
- "Fix the TypeError in `frontend/src/components/UserProfile.tsx` occurring on line 42. The error suggests we're trying to access a property of undefined."
- "Implement input validation for the email field in the registration form. Update `frontend/src/components/RegistrationForm.tsx` to check if the email is in a valid format before submission."
- Add a function `calculate_average` in `utils/math_operations.py` that takes a list of numbers as input and returns their average.
- Fix the TypeError in `frontend/src/components/UserProfile.tsx` occurring on line 42. The error suggests we're trying to access a property of undefined.
- Implement input validation for the email field in the registration form. Update `frontend/src/components/RegistrationForm.tsx` to check if the email is in a valid format before submission.
### Bad Prompt Examples
- "Make the code better." (Too vague, not concrete)
- "Rewrite the entire backend to use a different framework." (Not appropriately scoped)
- "There's a bug somewhere in the user authentication. Can you find and fix it?" (Lacks specificity and location information)
- Make the code better. (Too vague, not concrete)
- Rewrite the entire backend to use a different framework. (Not appropriately scoped)
- There's a bug somewhere in the user authentication. Can you find and fix it? (Lacks specificity and location information)
## Tips for Effective Prompting
- Be as specific as possible about the desired outcome or the problem to be solved.
- Provide context, including relevant file paths and line numbers if available.
- Break down large tasks into smaller, manageable prompts.
- Include any relevant error messages or logs.
- Specify the programming language or framework if it's not obvious from the context.
- Break large tasks into smaller, manageable prompts.
- Include relevant error messages or logs.
- Specify the programming language or framework, if not obvious.
Remember, the more precise and informative your prompt is, the better the AI can assist you in developing or modifying the OpenHands software.
The more precise and informative your prompt, the better OpenHands can assist you.
See [Getting Started with OpenHands](../getting-started) for more examples of helpful prompts.
+12 -10
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@@ -1,24 +1,26 @@
# Runtime Configuration
:::note
This section is for users that would like to use a runtime other than Docker for OpenHands.
:::
A Runtime is an environment where the OpenHands agent can edit files and run
commands.
By default, OpenHands uses a Docker-based runtime, running on your local computer.
By default, OpenHands uses a [Docker-based runtime](./runtimes/docker), running on your local computer.
This means you only have to pay for the LLM you're using, and your code is only ever sent to the LLM.
We also support "remote" runtimes, which are typically managed by third-parties.
They can make setup a bit simpler and more scalable, especially
if you're running many OpenHands conversations in parallel (e.g. to do evaluation).
We also support other runtimes, which are typically managed by third-parties.
Additionally, we provide a "local" runtime that runs directly on your machine without Docker,
Additionally, we provide a [Local Runtime](./runtimes/local) that runs directly on your machine without Docker,
which can be useful in controlled environments like CI pipelines.
## Available Runtimes
OpenHands supports several different runtime environments:
- [Docker Runtime](./runtimes/docker.md) - The default runtime that uses Docker containers for isolation (recommended for most users)
- [OpenHands Remote Runtime](./runtimes/remote.md) - Cloud-based runtime for parallel execution (beta)
- [Modal Runtime](./runtimes/modal.md) - Runtime provided by our partners at Modal
- [Daytona Runtime](./runtimes/daytona.md) - Runtime provided by Daytona
- [Local Runtime](./runtimes/local.md) - Direct execution on your local machine without Docker
- [Docker Runtime](./runtimes/docker.md) - The default runtime that uses Docker containers for isolation (recommended for most users).
- [OpenHands Remote Runtime](./runtimes/remote.md) - Cloud-based runtime for parallel execution (beta).
- [Modal Runtime](./runtimes/modal.md) - Runtime provided by our partners at Modal.
- [Daytona Runtime](./runtimes/daytona.md) - Runtime provided by Daytona.
- [Local Runtime](./runtimes/local.md) - Direct execution on your local machine without Docker.
+11 -13
View File
@@ -8,7 +8,7 @@ that contains our Runtime server, as well as some basic utilities for Python and
You can also [build your own runtime image](../how-to/custom-sandbox-guide).
## Connecting to Your filesystem
One useful feature here is the ability to connect to your local filesystem. To mount your filesystem into the runtime:
A useful feature is the ability to connect to your local filesystem. To mount your filesystem into the runtime:
1. Set `WORKSPACE_BASE`:
```bash
@@ -35,25 +35,25 @@ One useful feature here is the ability to connect to your local filesystem. To m
Be careful! There's nothing stopping the OpenHands agent from deleting or modifying
any files that are mounted into its workspace.
This setup can cause some issues with file permissions (hence the `SANDBOX_USER_ID` variable)
but seems to work well on most systems.
The `-e SANDBOX_USER_ID=$(id -u)` is passed to the Docker command to ensure the sandbox user matches the host users
permissions. This prevents the agent from creating root-owned files in the mounted workspace.
## Hardened Docker Installation
When deploying OpenHands in environments where security is a priority, you should consider implementing a hardened Docker configuration. This section provides recommendations for securing your OpenHands Docker deployment beyond the default configuration.
When deploying OpenHands in environments where security is a priority, you should consider implementing a hardened
Docker configuration. This section provides recommendations for securing your OpenHands Docker deployment beyond the default configuration.
### Security Considerations
The default Docker configuration in the README is designed for ease of use on a local development machine. If you're running on a public network (e.g. airport WiFi),
you should implement additional security measures.
The default Docker configuration in the README is designed for ease of use on a local development machine. If you're
running on a public network (e.g. airport WiFi), you should implement additional security measures.
### Network Binding Security
By default, OpenHands binds to all network interfaces (`0.0.0.0`), which can expose your instance to all networks the host is connected to. For a more secure setup:
By default, OpenHands binds to all network interfaces (`0.0.0.0`), which can expose your instance to all networks the
host is connected to. For a more secure setup:
1. **Restrict Network Binding**:
Use the `runtime_binding_address` configuration to restrict which network interfaces OpenHands listens on:
1. **Restrict Network Binding**: Use the `runtime_binding_address` configuration to restrict which network interfaces OpenHands listens on:
```bash
docker run # ...
@@ -63,9 +63,7 @@ By default, OpenHands binds to all network interfaces (`0.0.0.0`), which can exp
This configuration ensures OpenHands only listens on the loopback interface (`127.0.0.1`), making it accessible only from the local machine.
2. **Secure Port Binding**:
Modify the `-p` flag to bind only to localhost instead of all interfaces:
2. **Secure Port Binding**: Modify the `-p` flag to bind only to localhost instead of all interfaces:
```bash
docker run # ... \
+9 -7
View File
@@ -1,23 +1,26 @@
# Local Runtime
The Local Runtime allows the OpenHands agent to execute actions directly on your local machine without using Docker. This runtime is primarily intended for controlled environments like CI pipelines or testing scenarios where Docker is not available.
The Local Runtime allows the OpenHands agent to execute actions directly on your local machine without using Docker.
This runtime is primarily intended for controlled environments like CI pipelines or testing scenarios where Docker is not available.
:::caution
**Security Warning**: The Local Runtime runs without any sandbox isolation. The agent can directly access and modify files on your machine. Only use this runtime in controlled environments or when you fully understand the security implications.
**Security Warning**: The Local Runtime runs without any sandbox isolation. The agent can directly access and modify
files on your machine. Only use this runtime in controlled environments or when you fully understand the security implications.
:::
## Prerequisites
Before using the Local Runtime, ensure that:
1. You have followed the [Development setup instructions](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
1. You can run OpenHands using the [Development workflow](https://github.com/All-Hands-AI/OpenHands/blob/main/Development.md).
2. tmux is available on your system.
## Configuration
To use the Local Runtime, besides required configurations like the model, API key, you'll need to set the following options via environment variables or the [config.toml file](https://github.com/All-Hands-AI/OpenHands/blob/main/config.template.toml) when starting OpenHands:
To use the Local Runtime, besides required configurations like the LLM provider, model and API key, you'll need to set
the following options via environment variables or the [config.toml file](https://github.com/All-Hands-AI/OpenHands/blob/main/config.template.toml) when starting OpenHands:
- Via environment variables:
Via environment variables:
```bash
# Required
@@ -27,7 +30,7 @@ export RUNTIME=local
export WORKSPACE_BASE=/path/to/your/workspace
```
- Via `config.toml`:
Via `config.toml`:
```toml
[core]
@@ -59,4 +62,3 @@ The Local Runtime is particularly useful for:
- CI/CD pipelines where Docker is not available.
- Testing and development of OpenHands itself.
- Environments where container usage is restricted.
- Scenarios where direct file system access is required.
+1 -1
View File
@@ -9,5 +9,5 @@ You'll then need to set the following environment variables when starting OpenHa
docker run # ...
-e RUNTIME=modal \
-e MODAL_API_TOKEN_ID="your-id" \
-e MODAL_API_TOKEN_SECRET="your-secret" \
-e MODAL_API_TOKEN_SECRET="modal-api-key" \
```
+6 -3
View File
@@ -1,6 +1,9 @@
# OpenHands Remote Runtime
OpenHands Remote Runtime is currently in beta (read [here](https://runtime.all-hands.dev/) for more details), it allows you to launch runtimes in parallel in the cloud.
Fill out [this form](https://docs.google.com/forms/d/e/1FAIpQLSckVz_JFwg2_mOxNZjCtr7aoBFI2Mwdan3f75J_TrdMS1JV2g/viewform) to apply if you want to try this out!
:::note
This runtime is specifically designed for agent evaluation purposes only through the
[OpenHands evaluation harness](https://github.com/All-Hands-AI/OpenHands/tree/main/evaluation). It should not be used to launch production OpenHands applications.
:::
NOTE: This runtime is specifically designed for agent evaluation purposes only through [OpenHands evaluation harness](https://github.com/All-Hands-AI/OpenHands/tree/main/evaluation). It should not be used to launch production OpenHands applications.
OpenHands Remote Runtime is currently in beta (read [here](https://runtime.all-hands.dev/) for more details), it allows you to launch runtimes
in parallel in the cloud. Fill out [this form](https://docs.google.com/forms/d/e/1FAIpQLSckVz_JFwg2_mOxNZjCtr7aoBFI2Mwdan3f75J_TrdMS1JV2g/viewform) to apply if you want to try this out!
@@ -20,25 +20,18 @@ Try these in order:
* If using Docker Desktop, ensure `Settings > Advanced > Allow the default Docker socket to be used` is enabled.
* Depending on your configuration you may need `Settings > Resources > Network > Enable host networking` enabled in Docker Desktop.
* Reinstall Docker Desktop.
---
# Development Workflow Specific
### Error building runtime docker image
### Permission Error
**Description**
Attempts to start a new session fail, and errors with terms like the following appear in the logs:
```
debian-security bookworm-security
InRelease At least one invalid signature was encountered.
```
On initial prompt, an error is seen with `Permission Denied` or `PermissionError`.
This seems to happen when the hash of an existing external library changes and your local docker instance has
cached a previous version. To work around this, please try the following:
**Resolution**
* Stop any containers where the name has the prefix `openhands-runtime-` :
`docker ps --filter name=openhands-runtime- --filter status=running -aq | xargs docker stop`
* Remove any containers where the name has the prefix `openhands-runtime-` :
`docker rmi $(docker images --filter name=openhands-runtime- -q --no-trunc)`
* Stop and Remove any containers / images where the name has the prefix `openhands-runtime-`
* Prune containers / images : `docker container prune -f && docker image prune -f`
* Check if the `~/.openhands-state` is owned by `root`. If so, you can:
* Change the directory's ownership: `sudo chown <user>:<user> ~/.openhands-state`.
* or update permissions on the directory: `sudo chmod 777 ~/.openhands-state`
* or delete it if you dont need previous data. OpenHands will recreate it. You'll need to re-enter LLM settings.
* If mounting a local directory, ensure your `WORKSPACE_BASE` has the necessary permissions for the user running
OpenHands.
+17 -17
View File
@@ -15,8 +15,8 @@
"@mdx-js/react": "^3.1.0",
"clsx": "^2.0.0",
"prism-react-renderer": "^2.4.1",
"react": "^19.0.0",
"react-dom": "^19.0.0",
"react": "^19.1.0",
"react-dom": "^19.1.0",
"react-icons": "^5.5.0",
"react-use": "^17.6.0"
},
@@ -24,7 +24,7 @@
"@docusaurus/module-type-aliases": "^3.5.1",
"@docusaurus/tsconfig": "^3.7.0",
"@docusaurus/types": "^3.5.1",
"typescript": "~5.8.2"
"typescript": "~5.8.3"
},
"engines": {
"node": ">=18.0"
@@ -15503,9 +15503,9 @@
}
},
"node_modules/react": {
"version": "19.0.0",
"resolved": "https://registry.npmjs.org/react/-/react-19.0.0.tgz",
"integrity": "sha512-V8AVnmPIICiWpGfm6GLzCR/W5FXLchHop40W4nXBmdlEceh16rCN8O8LNWm5bh5XUX91fh7KpA+W0TgMKmgTpQ==",
"version": "19.1.0",
"resolved": "https://registry.npmjs.org/react/-/react-19.1.0.tgz",
"integrity": "sha512-FS+XFBNvn3GTAWq26joslQgWNoFu08F4kl0J4CgdNKADkdSGXQyTCnKteIAJy96Br6YbpEU1LSzV5dYtjMkMDg==",
"license": "MIT",
"engines": {
"node": ">=0.10.0"
@@ -15638,15 +15638,15 @@
}
},
"node_modules/react-dom": {
"version": "19.0.0",
"resolved": "https://registry.npmjs.org/react-dom/-/react-dom-19.0.0.tgz",
"integrity": "sha512-4GV5sHFG0e/0AD4X+ySy6UJd3jVl1iNsNHdpad0qhABJ11twS3TTBnseqsKurKcsNqCEFeGL3uLpVChpIO3QfQ==",
"version": "19.1.0",
"resolved": "https://registry.npmjs.org/react-dom/-/react-dom-19.1.0.tgz",
"integrity": "sha512-Xs1hdnE+DyKgeHJeJznQmYMIBG3TKIHJJT95Q58nHLSrElKlGQqDTR2HQ9fx5CN/Gk6Vh/kupBTDLU11/nDk/g==",
"license": "MIT",
"dependencies": {
"scheduler": "^0.25.0"
"scheduler": "^0.26.0"
},
"peerDependencies": {
"react": "^19.0.0"
"react": "^19.1.0"
}
},
"node_modules/react-error-overlay": {
@@ -16417,9 +16417,9 @@
"integrity": "sha512-+aWOz7yVScEGoKNd4PA10LZ8sk0A/z5+nXQG5giUO5rprX9jgYsTdov9qCchZiPIZezbZH+jRut8nPodFAX4Jg=="
},
"node_modules/scheduler": {
"version": "0.25.0",
"resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.25.0.tgz",
"integrity": "sha512-xFVuu11jh+xcO7JOAGJNOXld8/TcEHK/4CituBUeUb5hqxJLj9YuemAEuvm9gQ/+pgXYfbQuqAkiYu+u7YEsNA==",
"version": "0.26.0",
"resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.26.0.tgz",
"integrity": "sha512-NlHwttCI/l5gCPR3D1nNXtWABUmBwvZpEQiD4IXSbIDq8BzLIK/7Ir5gTFSGZDUu37K5cMNp0hFtzO38sC7gWA==",
"license": "MIT"
},
"node_modules/schema-utils": {
@@ -17638,9 +17638,9 @@
}
},
"node_modules/typescript": {
"version": "5.8.2",
"resolved": "https://registry.npmjs.org/typescript/-/typescript-5.8.2.tgz",
"integrity": "sha512-aJn6wq13/afZp/jT9QZmwEjDqqvSGp1VT5GVg+f/t6/oVyrgXM6BY1h9BRh/O5p3PlUPAe+WuiEZOmb/49RqoQ==",
"version": "5.8.3",
"resolved": "https://registry.npmjs.org/typescript/-/typescript-5.8.3.tgz",
"integrity": "sha512-p1diW6TqL9L07nNxvRMM7hMMw4c5XOo/1ibL4aAIGmSAt9slTE1Xgw5KWuof2uTOvCg9BY7ZRi+GaF+7sfgPeQ==",
"license": "Apache-2.0",
"bin": {
"tsc": "bin/tsc",
+3 -3
View File
@@ -22,8 +22,8 @@
"@mdx-js/react": "^3.1.0",
"clsx": "^2.0.0",
"prism-react-renderer": "^2.4.1",
"react": "^19.0.0",
"react-dom": "^19.0.0",
"react": "^19.1.0",
"react-dom": "^19.1.0",
"react-icons": "^5.5.0",
"react-use": "^17.6.0"
},
@@ -31,7 +31,7 @@
"@docusaurus/module-type-aliases": "^3.5.1",
"@docusaurus/tsconfig": "^3.7.0",
"@docusaurus/types": "^3.5.1",
"typescript": "~5.8.2"
"typescript": "~5.8.3"
},
"browserslist": {
"production": [
+33 -28
View File
@@ -18,6 +18,23 @@ const sidebars: SidebarsConfig = {
label: 'Key Features',
id: 'usage/key-features',
},
{
type: 'category',
label: 'OpenHands Cloud',
items: [
{
type: 'doc',
label: 'Openhands Cloud',
id: 'usage/cloud/openhands-cloud',
},
{
type: 'doc',
label: 'Cloud GitHub Resolver',
id: 'usage/cloud/cloud-github-resolver',
},
],
},
{
type: 'category',
label: 'Prompting',
@@ -27,6 +44,17 @@ const sidebars: SidebarsConfig = {
label: 'Best Practices',
id: 'usage/prompting/prompting-best-practices',
},
],
},
{
type: 'category',
label: 'Customization',
items: [
{
type: 'doc',
label: 'Repository Customization',
id: 'usage/customization/repository',
},
{
type: 'category',
label: 'Microagents',
@@ -55,17 +83,6 @@ const sidebars: SidebarsConfig = {
},
],
},
{
type: 'category',
label: 'Customization',
items: [
{
type: 'doc',
label: 'Repository Customization',
id: 'usage/customization/repository',
},
],
},
{
type: 'category',
label: 'Usage Methods',
@@ -90,23 +107,6 @@ const sidebars: SidebarsConfig = {
label: 'Github Action',
id: 'usage/how-to/github-action',
},
{
type: 'category',
label: 'Cloud',
items: [
{
type: 'doc',
label: 'Openhands Cloud',
id: 'usage/cloud/openhands-cloud',
},
{
type: 'doc',
label: 'Cloud GitHub Resolver',
id: 'usage/cloud/cloud-github-resolver',
},
],
},
],
},
{
@@ -141,6 +141,11 @@ const sidebars: SidebarsConfig = {
label: 'Groq',
id: 'usage/llms/groq',
},
{
type: 'doc',
label: 'Local LLMs with SGLang or vLLM',
id: 'usage/llms/local-llms',
},
{
type: 'doc',
label: 'LiteLLM Proxy',
BIN
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After

Width:  |  Height:  |  Size: 148 KiB

BIN
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+175 -255
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@@ -84,7 +84,7 @@
"@algolia/requester-fetch" "5.20.0"
"@algolia/requester-node-http" "5.20.0"
"@algolia/client-search@>= 4.9.1 < 6", "@algolia/client-search@5.20.0":
"@algolia/client-search@5.20.0":
version "5.20.0"
resolved "https://registry.npmjs.org/@algolia/client-search/-/client-search-5.20.0.tgz"
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@@ -172,7 +172,7 @@
resolved "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.26.2.tgz"
integrity sha512-Z0WgzSEa+aUcdiJuCIqgujCshpMWgUpgOxXotrYPSA53hA3qopNaqcJpyr0hVb1FeWdnqFA35/fUtXgBK8srQg==
"@babel/core@^7.0.0", "@babel/core@^7.0.0-0", "@babel/core@^7.0.0-0 || ^8.0.0-0 <8.0.0", "@babel/core@^7.12.0", "@babel/core@^7.13.0", "@babel/core@^7.21.3", "@babel/core@^7.25.9", "@babel/core@^7.4.0 || ^8.0.0-0 <8.0.0":
"@babel/core@^7.21.3", "@babel/core@^7.25.9":
version "7.26.0"
resolved "https://registry.npmjs.org/@babel/core/-/core-7.26.0.tgz"
integrity sha512-i1SLeK+DzNnQ3LL/CswPCa/E5u4lh1k6IAEphON8F+cXt0t9euTshDru0q7/IqMa1PMPz5RnHuHscF8/ZJsStg==
@@ -1468,7 +1468,7 @@
webpack "^5.95.0"
webpackbar "^6.0.1"
"@docusaurus/core@^3.7.0", "@docusaurus/core@3.7.0":
"@docusaurus/core@3.7.0", "@docusaurus/core@^3.7.0":
version "3.7.0"
resolved "https://registry.npmjs.org/@docusaurus/core/-/core-3.7.0.tgz"
integrity sha512-b0fUmaL+JbzDIQaamzpAFpTviiaU4cX3Qz8cuo14+HGBCwa0evEK0UYCBFY3n4cLzL8Op1BueeroUD2LYAIHbQ==
@@ -1564,7 +1564,7 @@
vfile "^6.0.1"
webpack "^5.88.1"
"@docusaurus/module-type-aliases@^3.5.1", "@docusaurus/module-type-aliases@3.7.0":
"@docusaurus/module-type-aliases@3.7.0", "@docusaurus/module-type-aliases@^3.5.1":
version "3.7.0"
resolved "https://registry.npmjs.org/@docusaurus/module-type-aliases/-/module-type-aliases-3.7.0.tgz"
integrity sha512-g7WdPqDNaqA60CmBrr0cORTrsOit77hbsTj7xE2l71YhBn79sxdm7WMK7wfhcaafkbpIh7jv5ef5TOpf1Xv9Lg==
@@ -1601,7 +1601,7 @@
utility-types "^3.10.0"
webpack "^5.88.1"
"@docusaurus/plugin-content-docs@*", "@docusaurus/plugin-content-docs@3.7.0":
"@docusaurus/plugin-content-docs@3.7.0":
version "3.7.0"
resolved "https://registry.npmjs.org/@docusaurus/plugin-content-docs/-/plugin-content-docs-3.7.0.tgz"
integrity sha512-GXg5V7kC9FZE4FkUZA8oo/NrlRb06UwuICzI6tcbzj0+TVgjq/mpUXXzSgKzMS82YByi4dY2Q808njcBCyy6tQ==
@@ -1624,7 +1624,7 @@
utility-types "^3.10.0"
webpack "^5.88.1"
"@docusaurus/plugin-content-pages@^3.7.0", "@docusaurus/plugin-content-pages@3.7.0":
"@docusaurus/plugin-content-pages@3.7.0", "@docusaurus/plugin-content-pages@^3.7.0":
version "3.7.0"
resolved "https://registry.npmjs.org/@docusaurus/plugin-content-pages/-/plugin-content-pages-3.7.0.tgz"
integrity sha512-YJSU3tjIJf032/Aeao8SZjFOrXJbz/FACMveSMjLyMH4itQyZ2XgUIzt4y+1ISvvk5zrW4DABVT2awTCqBkx0Q==
@@ -1828,7 +1828,7 @@
resolved "https://registry.npmjs.org/@docusaurus/tsconfig/-/tsconfig-3.7.0.tgz"
integrity sha512-vRsyj3yUZCjscgfgcFYjIsTcAru/4h4YH2/XAE8Rs7wWdnng98PgWKvP5ovVc4rmRpRg2WChVW0uOy2xHDvDBQ==
"@docusaurus/types@^3.5.1", "@docusaurus/types@3.7.0":
"@docusaurus/types@3.7.0", "@docusaurus/types@^3.5.1":
version "3.7.0"
resolved "https://registry.npmjs.org/@docusaurus/types/-/types-3.7.0.tgz"
integrity sha512-kOmZg5RRqJfH31m+6ZpnwVbkqMJrPOG5t0IOl4i/+3ruXyNfWzZ0lVtVrD0u4ONc/0NOsS9sWYaxxWNkH1LdLQ==
@@ -2011,7 +2011,7 @@
"@nodelib/fs.stat" "2.0.5"
run-parallel "^1.1.9"
"@nodelib/fs.stat@^2.0.2", "@nodelib/fs.stat@2.0.5":
"@nodelib/fs.stat@2.0.5", "@nodelib/fs.stat@^2.0.2":
version "2.0.5"
resolved "https://registry.npmjs.org/@nodelib/fs.stat/-/fs.stat-2.0.5.tgz"
integrity sha512-RkhPPp2zrqDAQA/2jNhnztcPAlv64XdhIp7a7454A5ovI7Bukxgt7MX7udwAu3zg1DcpPU0rz3VV1SeaqvY4+A==
@@ -2145,7 +2145,7 @@
"@svgr/babel-plugin-transform-react-native-svg" "8.1.0"
"@svgr/babel-plugin-transform-svg-component" "8.0.0"
"@svgr/core@*", "@svgr/core@8.1.0":
"@svgr/core@8.1.0":
version "8.1.0"
resolved "https://registry.npmjs.org/@svgr/core/-/core-8.1.0.tgz"
integrity sha512-8QqtOQT5ACVlmsvKOJNEaWmRPmcojMOzCz4Hs2BGG/toAp/K38LcsMRyLp349glq5AzJbCEeimEoxaX6v/fLrA==
@@ -2495,7 +2495,7 @@
"@types/history" "^4.7.11"
"@types/react" "*"
"@types/react@*", "@types/react@>= 16.8.0 < 19.0.0", "@types/react@>=16":
"@types/react@*":
version "18.2.79"
resolved "https://registry.npmjs.org/@types/react/-/react-18.2.79.tgz"
integrity sha512-RwGAGXPl9kSXwdNTafkOEuFrTBD5SA2B3iEB96xi8+xu5ddUa/cpvyVCSNn+asgLCTHkb5ZxN8gbuibYJi4s1w==
@@ -2580,7 +2580,7 @@
resolved "https://registry.npmjs.org/@ungap/structured-clone/-/structured-clone-1.2.0.tgz"
integrity sha512-zuVdFrMJiuCDQUMCzQaD6KL28MjnqqN8XnAqiEq9PNm/hCPTSGfrXCOfwj1ow4LFb/tNymJPwsNbVePc1xFqrQ==
"@webassemblyjs/ast@^1.12.1", "@webassemblyjs/ast@1.12.1":
"@webassemblyjs/ast@1.12.1", "@webassemblyjs/ast@^1.12.1":
version "1.12.1"
resolved "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.12.1.tgz"
integrity sha512-EKfMUOPRRUTy5UII4qJDGPpqfwjOmZ5jeGFwid9mnoqIFK+e0vqoi1qH56JpmZSzEL53jKnNzScdmftJyG5xWg==
@@ -2681,7 +2681,7 @@
"@webassemblyjs/wasm-gen" "1.12.1"
"@webassemblyjs/wasm-parser" "1.12.1"
"@webassemblyjs/wasm-parser@^1.12.1", "@webassemblyjs/wasm-parser@1.12.1":
"@webassemblyjs/wasm-parser@1.12.1", "@webassemblyjs/wasm-parser@^1.12.1":
version "1.12.1"
resolved "https://registry.npmjs.org/@webassemblyjs/wasm-parser/-/wasm-parser-1.12.1.tgz"
integrity sha512-xikIi7c2FHXysxXe3COrVUPSheuBtpcfhbpFj4gmu7KRLYOzANztwUU0IbsqvMqzuNK2+glRGWCEqZo1WCLyAQ==
@@ -2736,7 +2736,7 @@ acorn-walk@^8.0.0:
dependencies:
acorn "^8.11.0"
"acorn@^6.0.0 || ^7.0.0 || ^8.0.0", acorn@^8.0.0, acorn@^8.0.4, acorn@^8.11.0, acorn@^8.14.0, acorn@^8.8.2:
acorn@^8.0.0, acorn@^8.0.4, acorn@^8.11.0, acorn@^8.14.0, acorn@^8.8.2:
version "8.14.0"
resolved "https://registry.npmjs.org/acorn/-/acorn-8.14.0.tgz"
integrity sha512-cl669nCJTZBsL97OF4kUQm5g5hC2uihk0NxY3WENAC0TYdILVkAyHymAntgxGkl7K+t0cXIrH5siy5S4XkFycA==
@@ -2761,12 +2761,7 @@ ajv-formats@^2.1.1:
dependencies:
ajv "^8.0.0"
ajv-keywords@^3.4.1:
version "3.5.2"
resolved "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-3.5.2.tgz"
integrity sha512-5p6WTN0DdTGVQk6VjcEju19IgaHudalcfabD7yhDGeA6bcQnmL+CpveLJq/3hvfwd1aof6L386Ougkx6RfyMIQ==
ajv-keywords@^3.5.2:
ajv-keywords@^3.4.1, ajv-keywords@^3.5.2:
version "3.5.2"
resolved "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-3.5.2.tgz"
integrity sha512-5p6WTN0DdTGVQk6VjcEju19IgaHudalcfabD7yhDGeA6bcQnmL+CpveLJq/3hvfwd1aof6L386Ougkx6RfyMIQ==
@@ -2778,7 +2773,7 @@ ajv-keywords@^5.1.0:
dependencies:
fast-deep-equal "^3.1.3"
ajv@^6.12.2, ajv@^6.12.5, ajv@^6.9.1:
ajv@^6.12.2, ajv@^6.12.5:
version "6.12.6"
resolved "https://registry.npmjs.org/ajv/-/ajv-6.12.6.tgz"
integrity sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==
@@ -2788,7 +2783,7 @@ ajv@^6.12.2, ajv@^6.12.5, ajv@^6.9.1:
json-schema-traverse "^0.4.1"
uri-js "^4.2.2"
ajv@^8.0.0, ajv@^8.8.2, ajv@^8.9.0:
ajv@^8.0.0, ajv@^8.9.0:
version "8.17.1"
resolved "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz"
integrity sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==
@@ -2805,7 +2800,7 @@ algoliasearch-helper@^3.22.6:
dependencies:
"@algolia/events" "^4.0.1"
algoliasearch@^5.14.2, algoliasearch@^5.17.1, "algoliasearch@>= 3.1 < 6", "algoliasearch@>= 4.9.1 < 6":
algoliasearch@^5.14.2, algoliasearch@^5.17.1:
version "5.20.0"
resolved "https://registry.npmjs.org/algoliasearch/-/algoliasearch-5.20.0.tgz"
integrity sha512-groO71Fvi5SWpxjI9Ia+chy0QBwT61mg6yxJV27f5YFf+Mw+STT75K6SHySpP8Co5LsCrtsbCH5dJZSRtkSKaQ==
@@ -3060,7 +3055,7 @@ braces@^3.0.2, braces@~3.0.2:
dependencies:
fill-range "^7.1.1"
browserslist@^4.0.0, browserslist@^4.18.1, browserslist@^4.23.0, browserslist@^4.23.1, browserslist@^4.23.3, browserslist@^4.24.0, browserslist@^4.24.2, "browserslist@>= 4.21.0":
browserslist@^4.0.0, browserslist@^4.18.1, browserslist@^4.23.0, browserslist@^4.23.1, browserslist@^4.23.3, browserslist@^4.24.0, browserslist@^4.24.2:
version "4.24.2"
resolved "https://registry.npmjs.org/browserslist/-/browserslist-4.24.2.tgz"
integrity sha512-ZIc+Q62revdMcqC6aChtW4jz3My3klmCO1fEmINZY/8J3EpBg5/A/D0AKmBveUh6pgoeycoMkVMko84tuYS+Gg==
@@ -3337,6 +3332,11 @@ comma-separated-tokens@^2.0.0:
resolved "https://registry.npmjs.org/comma-separated-tokens/-/comma-separated-tokens-2.0.3.tgz"
integrity sha512-Fu4hJdvzeylCfQPp9SGWidpzrMs7tTrlu6Vb8XGaRGck8QSNZJJp538Wrb60Lax4fPwR64ViY468OIUTbRlGZg==
commander@7, commander@^7.2.0:
version "7.2.0"
resolved "https://registry.npmjs.org/commander/-/commander-7.2.0.tgz"
integrity sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw==
commander@^10.0.0:
version "10.0.1"
resolved "https://registry.npmjs.org/commander/-/commander-10.0.1.tgz"
@@ -3352,21 +3352,11 @@ commander@^5.1.0:
resolved "https://registry.npmjs.org/commander/-/commander-5.1.0.tgz"
integrity sha512-P0CysNDQ7rtVw4QIQtm+MRxV66vKFSvlsQvGYXZWR3qFU0jlMKHZZZgw8e+8DSah4UDKMqnknRDQz+xuQXQ/Zg==
commander@^7.2.0:
version "7.2.0"
resolved "https://registry.npmjs.org/commander/-/commander-7.2.0.tgz"
integrity sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw==
commander@^8.3.0:
version "8.3.0"
resolved "https://registry.npmmirror.com/commander/-/commander-8.3.0.tgz"
integrity sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww==
commander@7:
version "7.2.0"
resolved "https://registry.npmmirror.com/commander/-/commander-7.2.0.tgz"
integrity sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw==
common-path-prefix@^3.0.0:
version "3.0.0"
resolved "https://registry.npmjs.org/common-path-prefix/-/common-path-prefix-3.0.0.tgz"
@@ -3749,18 +3739,11 @@ cytoscape-cose-bilkent@^4.1.0:
dependencies:
cose-base "^1.0.0"
cytoscape@^3.2.0, cytoscape@^3.28.1:
cytoscape@^3.28.1:
version "3.30.1"
resolved "https://registry.npmmirror.com/cytoscape/-/cytoscape-3.30.1.tgz"
integrity sha512-TRJc3HbBPkHd50u9YfJh2FxD1lDLZ+JXnJoyBn5LkncoeuT7fapO/Hq/Ed8TdFclaKshzInge2i30bg7VKeoPQ==
d3-array@^3.2.0, "d3-array@2 - 3", "d3-array@2.10.0 - 3", "d3-array@2.5.0 - 3", d3-array@3:
version "3.2.4"
resolved "https://registry.npmmirror.com/d3-array/-/d3-array-3.2.4.tgz"
integrity sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg==
dependencies:
internmap "1 - 2"
"d3-array@1 - 2":
version "2.12.1"
resolved "https://registry.npmmirror.com/d3-array/-/d3-array-2.12.1.tgz"
@@ -3768,6 +3751,13 @@ d3-array@^3.2.0, "d3-array@2 - 3", "d3-array@2.10.0 - 3", "d3-array@2.5.0 - 3",
dependencies:
internmap "^1.0.0"
"d3-array@2 - 3", "d3-array@2.10.0 - 3", "d3-array@2.5.0 - 3", d3-array@3, d3-array@^3.2.0:
version "3.2.4"
resolved "https://registry.npmmirror.com/d3-array/-/d3-array-3.2.4.tgz"
integrity sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg==
dependencies:
internmap "1 - 2"
d3-axis@3:
version "3.0.0"
resolved "https://registry.npmmirror.com/d3-axis/-/d3-axis-3.0.0.tgz"
@@ -3877,16 +3867,16 @@ d3-hierarchy@3:
dependencies:
d3-color "1 - 3"
d3-path@^3.1.0, "d3-path@1 - 3", d3-path@3:
version "3.1.0"
resolved "https://registry.npmmirror.com/d3-path/-/d3-path-3.1.0.tgz"
integrity sha512-p3KP5HCf/bvjBSSKuXid6Zqijx7wIfNW+J/maPs+iwR35at5JCbLUT0LzF1cnjbCHWhqzQTIN2Jpe8pRebIEFQ==
d3-path@1:
version "1.0.9"
resolved "https://registry.npmmirror.com/d3-path/-/d3-path-1.0.9.tgz"
integrity sha512-VLaYcn81dtHVTjEHd8B+pbe9yHWpXKZUC87PzoFmsFrJqgFwDe/qxfp5MlfsfM1V5E/iVt0MmEbWQ7FVIXh/bg==
"d3-path@1 - 3", d3-path@3, d3-path@^3.1.0:
version "3.1.0"
resolved "https://registry.npmmirror.com/d3-path/-/d3-path-3.1.0.tgz"
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d3-polygon@3:
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resolved "https://registry.npmmirror.com/d3-polygon/-/d3-polygon-3.0.1.tgz"
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resolved "https://registry.npmmirror.com/d3-shape/-/d3-shape-1.3.7.tgz"
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dependencies:
d3-path "1"
d3-shape@3:
version "3.2.0"
resolved "https://registry.npmmirror.com/d3-shape/-/d3-shape-3.2.0.tgz"
@@ -3948,6 +3931,13 @@ d3-shape@3:
dependencies:
d3-path "^3.1.0"
d3-shape@^1.2.0:
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resolved "https://registry.npmmirror.com/d3-shape/-/d3-shape-1.3.7.tgz"
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dependencies:
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resolved "https://registry.npmmirror.com/d3-time-format/-/d3-time-format-4.1.0.tgz"
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debug@2.6.9, debug@^2.6.0:
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dependencies:
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debug@^4.0.0, debug@^4.1.0, debug@^4.1.1, debug@^4.3.1, debug@4:
debug@4, debug@^4.0.0, debug@^4.1.0, debug@^4.1.1, debug@^4.3.1:
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decode-named-character-reference@^1.0.0:
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resolved "https://registry.npmjs.org/decode-named-character-reference/-/decode-named-character-reference-1.0.2.tgz"
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resolved "https://registry.npmjs.org/dequal/-/dequal-2.0.3.tgz"
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file-loader@^6.2.0:
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resolved "https://registry.npmjs.org/function-bind/-/function-bind-1.1.2.tgz"
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resolved "https://registry.npmjs.org/gray-matter/-/gray-matter-4.0.3.tgz"
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http-errors@2.0.0:
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resolved "https://registry.npmjs.org/http-errors/-/http-errors-2.0.0.tgz"
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toidentifier "1.0.1"
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resolved "https://registry.npmjs.org/http-parser-js/-/http-parser-js-0.5.9.tgz"
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resolved "https://registry.npmjs.org/inline-style-parser/-/inline-style-parser-0.1.1.tgz"
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dependencies:
css-in-js-utils "^3.1.0"
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resolved "https://registry.npmmirror.com/internmap/-/internmap-1.0.1.tgz"
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resolved "https://registry.npmmirror.com/internmap/-/internmap-2.0.3.tgz"
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internmap@^1.0.0:
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resolved "https://registry.npmmirror.com/internmap/-/internmap-1.0.1.tgz"
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resolved "https://registry.npmjs.org/interpret/-/interpret-1.4.0.tgz"
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resolved "https://registry.npmjs.org/ipaddr.js/-/ipaddr.js-2.2.0.tgz"
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is-alphabetical@^2.0.0:
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resolved "https://registry.npmjs.org/is-alphabetical/-/is-alphabetical-2.0.1.tgz"
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resolved "https://registry.npmjs.org/isexe/-/isexe-2.0.0.tgz"
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resolved "https://registry.npmjs.org/mime-db/-/mime-db-1.53.0.tgz"
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mime-db@1.52.0:
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dependencies:
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mime-types@~2.1.17, mime-types@2.1.18:
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dependencies:
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dependencies:
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mime-types@~2.1.34:
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minimatch@^3.0.4, minimatch@^3.0.5, minimatch@^3.1.1, minimatch@3.1.2:
minimatch@3.1.2, minimatch@^3.0.4, minimatch@^3.0.5, minimatch@^3.1.1:
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neo-async@^2.6.2:
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resolved "https://registry.npmjs.org/neo-async/-/neo-async-2.6.2.tgz"
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resolved "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.12.tgz"
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text-table "^0.2.0"
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scheduler "^0.26.0"
react-error-overlay@^6.0.11:
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tiny-warning "^1.0.0"
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safe-buffer@^5.1.0, safe-buffer@>=5.1.0, safe-buffer@~5.2.0, safe-buffer@5.2.1:
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dependencies:
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ajv-keywords "^5.1.0"
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string-width@^4.2.0:
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resolved "https://registry.npmjs.org/stringify-entities/-/stringify-entities-4.0.4.tgz"
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@@ -9747,7 +9667,7 @@ webpack-sources@^3.2.3:
resolved "https://registry.npmjs.org/webpack-sources/-/webpack-sources-3.2.3.tgz"
integrity sha512-/DyMEOrDgLKKIG0fmvtz+4dUX/3Ghozwgm6iPp8KRhvn+eQf9+Q7GWxVNMk3+uCPWfdXYC4ExGBckIXdFEfH1w==
"webpack@^4.0.0 || ^5.0.0", "webpack@^4.37.0 || ^5.0.0", webpack@^5.0.0, webpack@^5.1.0, webpack@^5.20.0, webpack@^5.88.1, webpack@^5.95.0, "webpack@>= 4", "webpack@>=4.41.1 || 5.x", webpack@>=5, "webpack@3 || 4 || 5":
webpack@^5.88.1, webpack@^5.95.0:
version "5.96.1"
resolved "https://registry.npmjs.org/webpack/-/webpack-5.96.1.tgz"
integrity sha512-l2LlBSvVZGhL4ZrPwyr8+37AunkcYj5qh8o6u2/2rzoPc8gxFJkLj1WxNgooi9pnoc06jh0BjuXnamM4qlujZA==
@@ -9790,7 +9710,7 @@ webpackbar@^6.0.1:
std-env "^3.7.0"
wrap-ansi "^7.0.0"
websocket-driver@^0.7.4, websocket-driver@>=0.5.1:
websocket-driver@>=0.5.1, websocket-driver@^0.7.4:
version "0.7.4"
resolved "https://registry.npmjs.org/websocket-driver/-/websocket-driver-0.7.4.tgz"
integrity sha512-b17KeDIQVjvb0ssuSDF2cYXSg2iztliJ4B9WdsuB6J952qCPKmnVq4DyW5motImXHDC1cBT/1UezrJVsKw5zjg==
+2
View File
@@ -14,6 +14,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -74,6 +75,7 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
@@ -22,6 +22,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -55,6 +56,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
@@ -21,6 +21,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -61,6 +62,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
# copy 'draft_editor' config if exists
@@ -19,6 +19,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -72,6 +73,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
+3
View File
@@ -22,6 +22,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -86,6 +87,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
@@ -15,6 +15,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -50,6 +51,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
+5 -3
View File
@@ -20,6 +20,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
update_llm_config_for_completions_logging,
)
from openhands.controller.state.state import State
@@ -131,10 +132,11 @@ def get_config(
)
)
agent_config = AgentConfig(
codeact_enable_jupyter=False,
codeact_enable_browsing=RUN_WITH_BROWSING,
codeact_enable_llm_editor=False,
enable_jupyter=False,
enable_browsing=RUN_WITH_BROWSING,
enable_llm_editor=False,
)
agent_config = update_agent_config_for_eval(agent_config)
config.set_agent_config(agent_config)
return config
@@ -21,6 +21,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -76,11 +77,13 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
agent_config = AgentConfig(
function_calling=False,
codeact_enable_jupyter=True,
codeact_enable_browsing_delegate=True,
enable_jupyter=True,
enable_browsing=True,
)
config.set_agent_config(agent_config)
return config
+3
View File
@@ -18,6 +18,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -66,6 +67,8 @@ def get_config(
else:
logger.info('Agent config not provided, using default settings')
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
@@ -16,6 +16,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -54,6 +55,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
+3
View File
@@ -34,6 +34,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -75,6 +76,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
@@ -27,6 +27,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -96,6 +97,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
@@ -14,6 +14,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -63,6 +64,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
+3
View File
@@ -19,6 +19,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -121,6 +122,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
@@ -30,6 +30,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -91,6 +92,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
+1 -1
View File
@@ -156,7 +156,7 @@ For example, to evaluate a specific instance with a custom dataset and split:
./evaluation/benchmarks/swe_bench/scripts/eval_infer.sh $YOUR_OUTPUT_JSONL instance_123 princeton-nlp/SWE-bench test
```
> You can also pass in a JSONL with [SWE-Bench format](https://github.com/princeton-nlp/SWE-bench/blob/main/tutorials/evaluation.md#-creating-predictions) to `./evaluation/benchmarks/swe_bench/scripts/eval_infer.sh`, where each line is a JSON of `{"model_patch": "XXX", "model_name_or_path": "YYY", "instance_id": "ZZZ"}`.
> You can also pass in a JSONL with [SWE-Bench format](https://github.com/SWE-bench/SWE-bench/blob/main/assets/evaluation.md#-creating-predictions) to `./evaluation/benchmarks/swe_bench/scripts/eval_infer.sh`, where each line is a JSON of `{"model_patch": "XXX", "model_name_or_path": "YYY", "instance_id": "ZZZ"}`.
The final results will be saved to `evaluation/evaluation_outputs/outputs/swe_bench/CodeActAgent/gpt-4-1106-preview_maxiter_50_N_v1.0/` with the following files/directory:
@@ -0,0 +1,52 @@
"""
Utilities for handling binary files and patch generation in SWE-bench evaluation.
"""
def remove_binary_diffs(patch_text):
"""
Remove binary file diffs from a git patch.
Args:
patch_text (str): The git patch text
Returns:
str: The cleaned patch text with binary diffs removed
"""
lines = patch_text.splitlines()
cleaned_lines = []
block = []
is_binary_block = False
for line in lines:
if line.startswith('diff --git '):
if block and not is_binary_block:
cleaned_lines.extend(block)
block = [line]
is_binary_block = False
elif 'Binary files' in line:
is_binary_block = True
block.append(line)
else:
block.append(line)
if block and not is_binary_block:
cleaned_lines.extend(block)
return '\n'.join(cleaned_lines)
def remove_binary_files_from_git():
"""
Generate a bash command to remove binary files from git staging.
Returns:
str: A bash command that removes binary files from git staging
"""
return """
for file in $(git status --porcelain | grep -E "^(M| M|\\?\\?|A| A)" | cut -c4-); do
if [ -f "$file" ] && (file "$file" | grep -q "executable" || git check-attr binary "$file" | grep -q "binary: set"); then
git rm -f "$file" 2>/dev/null || rm -f "$file"
echo "Removed: $file"
fi
done
""".strip()
@@ -28,7 +28,7 @@ def get_resource_mapping(dataset_name: str) -> dict[str, float]:
with open(file_path, 'r') as f:
_global_resource_mapping[dataset_name] = json.load(f)
logger.info(f'Loaded resource mapping for {dataset_name}')
logger.debug(f'Loaded resource mapping for {dataset_name}')
return _global_resource_mapping[dataset_name]
+149 -59
View File
@@ -10,6 +10,10 @@ import toml
from datasets import load_dataset
import openhands.agenthub
from evaluation.benchmarks.swe_bench.binary_patch_utils import (
remove_binary_diffs,
remove_binary_files_from_git,
)
from evaluation.benchmarks.swe_bench.resource.mapping import (
get_instance_resource_factor,
)
@@ -26,6 +30,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
update_llm_config_for_completions_logging,
)
from openhands.controller.state.state import State
@@ -38,8 +43,12 @@ from openhands.core.config import (
from openhands.core.logger import openhands_logger as logger
from openhands.core.main import create_runtime, run_controller
from openhands.critic import AgentFinishedCritic
from openhands.events.action import CmdRunAction, MessageAction
from openhands.events.observation import CmdOutputObservation, ErrorObservation
from openhands.events.action import CmdRunAction, FileReadAction, MessageAction
from openhands.events.observation import (
CmdOutputObservation,
ErrorObservation,
FileReadObservation,
)
from openhands.events.serialization.event import event_from_dict, event_to_dict
from openhands.runtime.base import Runtime
from openhands.utils.async_utils import call_async_from_sync
@@ -76,39 +85,54 @@ I've already taken care of all changes to any of the test files described in the
Also the development Python environment is already set up for you (i.e., all dependencies already installed), so you don't need to install other packages.
Your task is to make the minimal changes to non-test files in the /workspace/{workspace_dir_name} directory to ensure the <issue_description> is satisfied.
Follow these steps to resolve the issue:
Follow these phases to resolve the issue:
1. EXPLORATION: First, thoroughly explore the repository structure using tools like `find` and `grep`.
- Identify all files mentioned in the problem statement
- Locate where the issue occurs in the codebase
- Understand the surrounding context and dependencies
- Use `grep` to search for relevant functions, classes, or error messages
Phase 1. READING: read the problem and reword it in clearer terms
1.1 If there are code or config snippets. Express in words any best practices or conventions in them.
1.2 Hightlight message errors, method names, variables, file names, stack traces, and technical details.
1.3 Explain the problem in clear terms.
1.4 Enumerate the steps to reproduce the problem.
1.5 Hightlight any best practices to take into account when testing and fixing the issue
2. ANALYSIS: Based on your exploration, think carefully about the problem and propose 2-5 possible approaches to fix the issue.
- Analyze the root cause of the problem
- Consider trade-offs between different solutions
- Select the most promising approach and explain your reasoning
Phase 2. RUNNING: install and run the tests on the repository
2.1 Follow the readme
2.2 Install the environment and anything needed
2.2 Iterate and figure out how to run the tests
3. TEST CREATION: Before implementing any fix, create a script to reproduce and verify the issue.
- Look at existing test files in the repository to understand the test format/structure
- Create a minimal reproduction script that demonstrates the issue
- Run your script to confirm the error exists
Phase 3. EXPLORATION: find the files that are related to the problem and possible solutions
3.1 Use `grep` to search for relevant methods, classes, keywords and error messages.
3.2 Identify all files related to the problem statement.
3.3 Propose the methods and files to fix the issue and explain why.
3.4 From the possible file locations, select the most likely location to fix the issue.
4. IMPLEMENTATION: Edit the source code to implement your chosen solution.
- Make minimal, focused changes to fix the issue
Phase 4. TEST CREATION: before implementing any fix, create a script to reproduce and verify the issue.
4.1 Look at existing test files in the repository to understand the test format/structure.
4.2 Create a minimal reproduction script that reproduces the located issue.
4.3 Run the reproduction script to confirm you are reproducing the issue.
4.4 Adjust the reproduction script as necessary.
5. VERIFICATION: Test your implementation thoroughly.
- Run your reproduction script to verify the fix works
- Add edge cases to your test script to ensure comprehensive coverage
- Run existing tests related to the modified code to ensure you haven't broken anything
Phase 5. FIX ANALYSIS: state clearly the problem and how to fix it
5.1 State clearly what the problem is.
5.2 State clearly where the problem is located.
5.3 State clearly how the test reproduces the issue.
5.4 State clearly the best practices to take into account in the fix.
5.5 State clearly how to fix the problem.
6. FINAL REVIEW: Carefully re-read the problem description and compare your changes with the base commit {instance["base_commit"]}.
- Ensure you've fully addressed all requirements
- Run any tests in the repository related to:
* The issue you are fixing
* The files you modified
* The functions you changed
- If any tests fail, revise your implementation until all tests pass
Phase 6. FIX IMPLEMENTATION: Edit the source code to implement your chosen solution.
6.1 Make minimal, focused changes to fix the issue.
Phase 7. VERIFICATION: Test your implementation thoroughly.
7.1 Run your reproduction script to verify the fix works.
7.2 Add edge cases to your test script to ensure comprehensive coverage.
7.3 Run existing tests related to the modified code to ensure you haven't broken anything.
8. FINAL REVIEW: Carefully re-read the problem description and compare your changes with the base commit {instance["base_commit"]}.
8.1 Ensure you've fully addressed all requirements.
8.2 Run any tests in the repository related to:
8.2.1 The issue you are fixing
8.2.2 The files you modified
8.2.3 The functions you changed
8.3 If any tests fail, revise your implementation until all tests pass
Be thorough in your exploration, testing, and reasoning. It's fine if your thinking process is lengthy - quality and completeness are more important than brevity.
"""
@@ -121,7 +145,7 @@ Be thorough in your exploration, testing, and reasoning. It's fine if your think
)
if 'image_assets' in instance:
assets = instance['image_assets']
assets = json.loads(instance['image_assets'])
assert (
'problem_statement' in assets
), 'problem_statement is required in image_assets'
@@ -146,8 +170,8 @@ def get_instance_docker_image(
# swebench/sweb.eval.x86_64.django_1776_django-11333:v1
docker_image_prefix = 'docker.io/swebench/'
repo, name = instance_id.split('__')
image_name = f'swebench/sweb.eval.x86_64.{repo}_1776_{name}:latest'
logger.info(f'Using official SWE-Bench image: {image_name}')
image_name = f'swebench/sweb.eval.x86_64.{repo}_1776_{name}:latest'.lower()
logger.debug(f'Using official SWE-Bench image: {image_name}')
return image_name
else:
# OpenHands version of the image
@@ -164,10 +188,7 @@ def get_config(
metadata: EvalMetadata,
) -> AppConfig:
# We use a different instance image for the each instance of swe-bench eval
use_swebench_official_image = bool(
('verified' in metadata.dataset.lower() or 'lite' in metadata.dataset.lower())
and 'swe-gym' not in metadata.dataset.lower()
)
use_swebench_official_image = 'swe-gym' not in metadata.dataset.lower()
base_container_image = get_instance_docker_image(
instance['instance_id'],
swebench_official_image=use_swebench_official_image,
@@ -205,12 +226,13 @@ def get_config(
)
)
agent_config = AgentConfig(
codeact_enable_jupyter=False,
codeact_enable_browsing=RUN_WITH_BROWSING,
codeact_enable_llm_editor=False,
enable_jupyter=False,
enable_browsing=RUN_WITH_BROWSING,
enable_llm_editor=False,
condenser=metadata.condenser_config,
enable_prompt_extensions=False,
)
agent_config = update_agent_config_for_eval(agent_config)
config.set_agent_config(agent_config)
return config
@@ -218,6 +240,7 @@ def get_config(
def initialize_runtime(
runtime: Runtime,
instance: pd.Series, # this argument is not required
metadata: EvalMetadata,
):
"""Initialize the runtime for the agent.
@@ -229,16 +252,17 @@ def initialize_runtime(
workspace_dir_name = _get_swebench_workspace_dir_name(instance)
obs: CmdOutputObservation
# Set instance id
# Set instance id and git configuration
action = CmdRunAction(
command=f"""echo 'export SWE_INSTANCE_ID={instance['instance_id']}' >> ~/.bashrc && echo 'export PIP_CACHE_DIR=~/.cache/pip' >> ~/.bashrc && echo "alias git='git --no-pager'" >> ~/.bashrc"""
command=f"""echo 'export SWE_INSTANCE_ID={instance['instance_id']}' >> ~/.bashrc && echo 'export PIP_CACHE_DIR=~/.cache/pip' >> ~/.bashrc && echo "alias git='git --no-pager'" >> ~/.bashrc && git config --global core.pager "" && git config --global diff.binary false"""
)
action.set_hard_timeout(600)
logger.info(action, extra={'msg_type': 'ACTION'})
obs = runtime.run_action(action)
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
assert_and_raise(
obs.exit_code == 0, f'Failed to export SWE_INSTANCE_ID: {str(obs)}'
obs.exit_code == 0,
f'Failed to export SWE_INSTANCE_ID and configure git: {str(obs)}',
)
action = CmdRunAction(command="""export USER=$(whoami); echo USER=${USER} """)
@@ -334,15 +358,18 @@ def initialize_runtime(
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
assert_and_raise(obs.exit_code == 0, f'Failed to remove git remotes: {str(obs)}')
action = CmdRunAction(command='which python')
action.set_hard_timeout(600)
logger.info(action, extra={'msg_type': 'ACTION'})
obs = runtime.run_action(action)
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
assert_and_raise(
obs.exit_code == 0 and 'testbed' in obs.content,
f'Expected to find python interpreter from testbed, but got: {str(obs)}',
)
if 'multimodal' not in metadata.dataset.lower():
# Only for non-multimodal datasets, we need to activate the testbed environment for Python
# SWE-Bench multimodal datasets are not using the testbed environment
action = CmdRunAction(command='which python')
action.set_hard_timeout(600)
logger.info(action, extra={'msg_type': 'ACTION'})
obs = runtime.run_action(action)
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
assert_and_raise(
obs.exit_code == 0 and 'testbed' in obs.content,
f'Expected to find python interpreter from testbed, but got: {str(obs)}',
)
logger.info('-' * 30)
logger.info('END Runtime Initialization Fn')
@@ -386,6 +413,21 @@ def complete_runtime(
obs = runtime.run_action(action)
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
if obs.exit_code == -1:
# The previous command is still running
# We need to kill previous command
logger.info('The previous command is still running, trying to ctrl+z it...')
action = CmdRunAction(command='C-z')
obs = runtime.run_action(action)
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
# Then run the command again
action = CmdRunAction(command=f'cd /workspace/{workspace_dir_name}')
action.set_hard_timeout(600)
logger.info(action, extra={'msg_type': 'ACTION'})
obs = runtime.run_action(action)
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
assert_and_raise(
isinstance(obs, CmdOutputObservation) and obs.exit_code == 0,
f'Failed to cd to /workspace/{workspace_dir_name}: {str(obs)}',
@@ -437,11 +479,22 @@ def complete_runtime(
f'Failed to git add -A: {str(obs)}',
)
# Remove binary files from git staging
action = CmdRunAction(command=remove_binary_files_from_git())
action.set_hard_timeout(600)
logger.info(action, extra={'msg_type': 'ACTION'})
obs = runtime.run_action(action)
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
assert_and_raise(
isinstance(obs, CmdOutputObservation) and obs.exit_code == 0,
f'Failed to remove binary files: {str(obs)}',
)
n_retries = 0
git_patch = None
while n_retries < 5:
action = CmdRunAction(
command=f'git diff --no-color --cached {instance["base_commit"]}'
command=f'git diff --no-color --cached {instance["base_commit"]} > patch.diff'
)
action.set_hard_timeout(max(300 + 100 * n_retries, 600))
logger.info(action, extra={'msg_type': 'ACTION'})
@@ -450,8 +503,28 @@ def complete_runtime(
n_retries += 1
if isinstance(obs, CmdOutputObservation):
if obs.exit_code == 0:
git_patch = obs.content.strip()
break
# Read the patch file
action = FileReadAction(path='patch.diff')
action.set_hard_timeout(max(300 + 100 * n_retries, 600))
logger.info(action, extra={'msg_type': 'ACTION'})
obs = runtime.run_action(action)
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
if isinstance(obs, FileReadObservation):
git_patch = obs.content
break
elif isinstance(obs, ErrorObservation):
# Fall back to cat "patch.diff" to get the patch
assert 'File could not be decoded as utf-8' in obs.content
action = CmdRunAction(command='cat patch.diff')
action.set_hard_timeout(max(300 + 100 * n_retries, 600))
logger.info(action, extra={'msg_type': 'ACTION'})
obs = runtime.run_action(action)
assert isinstance(obs, CmdOutputObservation) and obs.exit_code == 0
logger.info(obs, extra={'msg_type': 'OBSERVATION'})
git_patch = obs.content
break
else:
assert_and_raise(False, f'Unexpected observation type: {str(obs)}')
else:
logger.info('Failed to get git diff, retrying...')
sleep_if_should_continue(10)
@@ -463,6 +536,9 @@ def complete_runtime(
assert_and_raise(git_patch is not None, 'Failed to get git diff (None)')
# Remove binary diffs from the patch
git_patch = remove_binary_diffs(git_patch)
logger.info('-' * 30)
logger.info('END Runtime Completion Fn')
logger.info('-' * 30)
@@ -504,7 +580,7 @@ def process_instance(
call_async_from_sync(runtime.connect)
try:
initialize_runtime(runtime, instance)
initialize_runtime(runtime, instance, metadata)
message_action = get_instruction(instance, metadata)
@@ -746,9 +822,19 @@ if __name__ == '__main__':
with open(cur_output_file, 'r') as f:
for line in f:
instance = json.loads(line)
history = [event_from_dict(event) for event in instance['history']]
critic_result = critic.evaluate(history)
if not critic_result.success:
try:
history = [
event_from_dict(event) for event in instance['history']
]
critic_result = critic.evaluate(
history, instance['test_result'].get('git_patch', '')
)
if not critic_result.success:
instances_failed.append(instance['instance_id'])
except Exception as e:
logger.error(
f'Error loading history for instance {instance["instance_id"]}: {e}'
)
instances_failed.append(instance['instance_id'])
logger.info(
f'{len(instances_failed)} instances failed the current attempt {attempt}: {instances_failed}'
@@ -777,7 +863,11 @@ if __name__ == '__main__':
with open(cur_output_file, 'r') as f:
for line in f:
instance = json.loads(line)
if instance['instance_id'] not in added_instance_ids:
# Also make sure git_patch is not empty - otherwise we fall back to previous attempt (empty patch is worse than anything else)
if (
instance['instance_id'] not in added_instance_ids
and instance['test_result']['git_patch'].strip()
):
fout.write(line)
added_instance_ids.add(instance['instance_id'])
logger.info(
@@ -18,6 +18,7 @@ if [[ -z "$item" ]]; then
exit 1
fi
WORKSPACE_NAME=$(echo "$item" | jq -r '(.repo | tostring) + "__" + (.version | tostring) | gsub("/"; "__")')
echo "WORKSPACE_NAME: $WORKSPACE_NAME"
@@ -36,5 +37,7 @@ mkdir -p /workspace
cp -r /testbed /workspace/$WORKSPACE_NAME
# Activate instance-specific environment
. /opt/miniconda3/etc/profile.d/conda.sh
conda activate testbed
if [ -d /opt/miniconda3 ]; then
. /opt/miniconda3/etc/profile.d/conda.sh
conda activate testbed
fi
@@ -30,6 +30,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
update_llm_config_for_completions_logging,
)
from openhands.controller.state.state import State
@@ -158,12 +159,13 @@ def get_config(
)
)
agent_config = AgentConfig(
codeact_enable_jupyter=False,
codeact_enable_browsing=RUN_WITH_BROWSING,
codeact_enable_llm_editor=False,
enable_jupyter=False,
enable_browsing=RUN_WITH_BROWSING,
enable_llm_editor=False,
condenser=metadata.condenser_config,
enable_prompt_extensions=False,
)
agent_config = update_agent_config_for_eval(agent_config)
config.set_agent_config(agent_config)
return config
@@ -13,7 +13,10 @@ from typing import List
import yaml
from browsing import pre_login
from evaluation.utils.shared import get_default_sandbox_config_for_eval
from evaluation.utils.shared import (
get_default_sandbox_config_for_eval,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
AppConfig,
@@ -40,6 +43,9 @@ def get_config(
) -> AppConfig:
sandbox_config = get_default_sandbox_config_for_eval()
sandbox_config.base_container_image = base_container_image
sandbox_config.enable_auto_lint = True
# If the web services are running on the host machine, this must be set to True
sandbox_config.use_host_network = True
config = AppConfig(
run_as_openhands=False,
max_budget_per_task=4,
@@ -55,12 +61,14 @@ def get_config(
)
config.set_llm_config(llm_config)
if agent_config:
agent_config = update_agent_config_for_eval(agent_config)
config.set_agent_config(agent_config)
else:
logger.info('Agent config not provided, using default settings')
agent_config = AgentConfig(
enable_prompt_extensions=False,
)
agent_config = update_agent_config_for_eval(agent_config)
config.set_agent_config(agent_config)
return config
@@ -145,7 +145,7 @@ while IFS= read -r task_image; do
docker pull $task_image
# Build the Python command
COMMAND="poetry run python run_infer.py \
COMMAND="poetry run python -m evaluation.benchmarks.the_agent_company.run_infer \
--agent-llm-config \"$AGENT_LLM_CONFIG\" \
--env-llm-config \"$ENV_LLM_CONFIG\" \
--outputs-path \"$OUTPUTS_PATH\" \
@@ -15,6 +15,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -55,6 +56,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
@@ -16,6 +16,7 @@ from evaluation.utils.shared import (
prepare_dataset,
reset_logger_for_multiprocessing,
run_evaluation,
update_agent_config_for_eval,
)
from openhands.controller.state.state import State
from openhands.core.config import (
@@ -76,6 +77,8 @@ def get_config(
)
config.set_llm_config(metadata.llm_config)
agent_config = config.get_agent_config(metadata.agent_class)
agent_config = update_agent_config_for_eval(agent_config)
agent_config.enable_prompt_extensions = False
return config
+3 -3
View File
@@ -62,9 +62,9 @@ def get_config(
)
)
agent_config = AgentConfig(
codeact_enable_jupyter=True,
codeact_enable_browsing=True,
codeact_enable_llm_editor=False,
enable_jupyter=True,
enable_browsing=True,
enable_llm_editor=False,
)
config.set_agent_config(agent_config)
return config
@@ -19,13 +19,13 @@ class Test(BaseIntegrationTest):
obs = runtime.run_action(action)
assert_and_raise(obs.exit_code == 0, f'Failed to run command: {obs.content}')
# create README.md
# create file
action = CmdRunAction(command='echo \'print("hello world")\' > hello.py')
obs = runtime.run_action(action)
assert_and_raise(obs.exit_code == 0, f'Failed to run command: {obs.content}')
# git add README.md
action = CmdRunAction(command='git add hello.py')
# git add
action = CmdRunAction(command='git add hello.py .vscode/')
obs = runtime.run_action(action)
assert_and_raise(obs.exit_code == 0, f'Failed to run command: {obs.content}')
@@ -40,6 +40,15 @@ class Test(BaseIntegrationTest):
reason=f'Failed to cat /workspace/hello.py: {obs.content}.',
)
# check if the file /workspace/.vscode/settings.json exists
action = CmdRunAction(command='cat /workspace/.vscode/settings.json')
obs = runtime.run_action(action)
if obs.exit_code != 0:
return TestResult(
success=False,
reason=f'Failed to cat /workspace/.vscode/settings.json: {obs.content}.',
)
# check if the staging area is empty
action = CmdRunAction(command='git status')
obs = runtime.run_action(action)
+27
View File
@@ -160,6 +160,26 @@ def cleanup():
process.join()
def update_agent_config_for_eval(
agent_config: AgentConfig | None = None,
) -> AgentConfig:
"""Update agent config with evaluation-specific settings.
Args:
agent_config: The agent config to update. If None, a new AgentConfig will be created.
Returns:
The updated agent config.
"""
if agent_config is None:
agent_config = AgentConfig()
# Note: We're not disabling repository memory here as requested
# This function can be used for other evaluation-specific settings
return agent_config
def make_metadata(
llm_config: LLMConfig,
dataset_name: str,
@@ -172,6 +192,8 @@ def make_metadata(
agent_config: AgentConfig | None = None,
condenser_config: CondenserConfig | None = None,
) -> EvalMetadata:
# Update agent config with evaluation-specific settings
agent_config = update_agent_config_for_eval(agent_config)
model_name = llm_config.model.split('/')[-1]
model_path = model_name.replace(':', '_').replace('@', '-')
eval_note = f'_N_{eval_note}' if eval_note else ''
@@ -521,6 +543,11 @@ def compatibility_for_eval_history_pairs(
def is_fatal_evaluation_error(error: str | None) -> bool:
"""
The AgentController class overrides last error for certain exceptions
We want to ensure those exeption do not overlap with fatal exceptions defined here
This is because we do a comparisino against the stringified error
"""
if not error:
return False
+21 -35
View File
@@ -1,7 +1,7 @@
{
"parser": "@typescript-eslint/parser",
"parserOptions": {
"project": "./tsconfig.json"
"project": "./tsconfig.json",
},
"extends": [
"airbnb",
@@ -11,15 +11,12 @@
"plugin:@typescript-eslint/recommended",
"plugin:react/recommended",
"plugin:react-hooks/recommended",
"plugin:@tanstack/query/recommended"
],
"plugins": [
"prettier"
"plugin:@tanstack/query/recommended",
],
"plugins": ["prettier", "unused-imports"],
"rules": {
"prettier/prettier": [
"error"
],
"unused-imports/no-unused-imports": "error",
"prettier/prettier": ["error"],
// Resolves https://stackoverflow.com/questions/59265981/typescript-eslint-missing-file-extension-ts-import-extensions/59268871#59268871
"import/extensions": [
"error",
@@ -27,32 +24,26 @@
{
"": "never",
"ts": "never",
"tsx": "never"
}
]
"tsx": "never",
},
],
},
"settings": {
"react": {
"version": "detect"
}
"version": "detect",
},
},
"overrides": [
{
"files": [
"*.ts",
"*.tsx"
],
"files": ["*.ts", "*.tsx"],
"rules": {
// Allow state modification in reduce and Redux reducers
"no-param-reassign": [
"error",
{
"props": true,
"ignorePropertyModificationsFor": [
"acc",
"state"
]
}
"ignorePropertyModificationsFor": ["acc", "state"],
},
],
// For https://stackoverflow.com/questions/55844608/stuck-with-eslint-error-i-e-separately-loops-should-be-avoided-in-favor-of-arra
"no-restricted-syntax": "off",
@@ -66,24 +57,19 @@
2,
{
"required": {
"some": [
"nesting",
"id"
]
}
}
"some": ["nesting", "id"],
},
},
],
"react/prop-types": "off",
"react/no-array-index-key": "off",
"react-hooks/exhaustive-deps": "off",
"import/no-extraneous-dependencies": "off",
"react/react-in-jsx-scope": "off"
"react/react-in-jsx-scope": "off",
},
"parserOptions": {
"project": [
"**/tsconfig.json"
]
}
}
]
"project": ["**/tsconfig.json"],
},
},
],
}
+2 -3
View File
@@ -1,4 +1,3 @@
#!/bin/sh
cd frontend
lint-staged
vitest run
npm run check-unlocalized-strings
npx lint-staged
@@ -0,0 +1,29 @@
import { describe, expect, it } from "vitest";
import { FileService } from "#/api/file-service/file-service.api";
import {
FILE_VARIANTS_1,
FILE_VARIANTS_2,
} from "#/mocks/file-service-handlers";
/**
* File service API tests. The actual API calls are mocked using MSW.
* You can find the mock handlers in `frontend/src/mocks/file-service-handlers.ts`.
*/
describe("FileService", () => {
it("should get a list of files", async () => {
await expect(FileService.getFiles("test-conversation-id")).resolves.toEqual(
FILE_VARIANTS_1,
);
await expect(
FileService.getFiles("test-conversation-id-2"),
).resolves.toEqual(FILE_VARIANTS_2);
});
it("should get content of a file", async () => {
await expect(
FileService.getFile("test-conversation-id", "file1.txt"),
).resolves.toEqual("Content of file1.txt");
});
});
@@ -57,6 +57,6 @@ describe("Browser", () => {
});
expect(screen.getByText("https://example.com")).toBeInTheDocument();
expect(screen.getByAltText(/browser screenshot/i)).toBeInTheDocument();
expect(screen.getByAltText("BROWSER$SCREENSHOT_ALT")).toBeInTheDocument();
});
});
@@ -0,0 +1,40 @@
import { render, screen } from "@testing-library/react";
import { test, expect, describe, vi } from "vitest";
import { CopyToClipboardButton } from "#/components/shared/buttons/copy-to-clipboard-button";
// Mock react-i18next
vi.mock("react-i18next", () => ({
useTranslation: () => ({
t: (key: string) => key,
}),
}));
describe("CopyToClipboardButton", () => {
test("should have localized aria-label", () => {
render(
<CopyToClipboardButton
isHidden={false}
isDisabled={false}
onClick={() => {}}
mode="copy"
/>
);
const button = screen.getByTestId("copy-to-clipboard");
expect(button).toHaveAttribute("aria-label", "BUTTON$COPY");
});
test("should have localized aria-label when copied", () => {
render(
<CopyToClipboardButton
isHidden={false}
isDisabled={false}
onClick={() => {}}
mode="copied"
/>
);
const button = screen.getByTestId("copy-to-clipboard");
expect(button).toHaveAttribute("aria-label", "BUTTON$COPIED");
});
});
@@ -1,4 +1,4 @@
import { describe, expect, it, vi } from "vitest";
import { describe, expect, it, vi, beforeEach } from "vitest";
import { render, screen } from "@testing-library/react";
import { ActionSuggestions } from "#/components/features/chat/action-suggestions";
import { useAuth } from "#/context/auth-context";
@@ -19,23 +19,50 @@ vi.mock("#/context/auth-context", () => ({
useAuth: vi.fn(),
}));
// Mock react-i18next
vi.mock("react-i18next", () => ({
useTranslation: () => ({
t: (key: string) => {
const translations: Record<string, string> = {
"ACTION$PUSH_TO_BRANCH": "Push to Branch",
"ACTION$PUSH_CREATE_PR": "Push & Create PR",
"ACTION$PUSH_CHANGES_TO_PR": "Push Changes to PR"
};
return translations[key] || key;
},
}),
}));
describe("ActionSuggestions", () => {
// Setup mocks for each test
vi.clearAllMocks();
beforeEach(() => {
vi.clearAllMocks();
(useAuth as any).mockReturnValue({
githubTokenIsSet: true,
});
(useAuth as any).mockReturnValue({
providersAreSet: true,
});
(useSelector as any).mockReturnValue({
selectedRepository: "test-repo",
(useSelector as any).mockReturnValue({
selectedRepository: "test-repo",
});
});
it("should render both GitHub buttons when GitHub token is set and repository is selected", () => {
render(<ActionSuggestions onSuggestionsClick={() => {}} />);
const pushButton = screen.getByRole("button", { name: "Push to Branch" });
const prButton = screen.getByRole("button", { name: "Push & Create PR" });
// Find all buttons with data-testid="suggestion"
const buttons = screen.getAllByTestId("suggestion");
// Check if we have at least 2 buttons
expect(buttons.length).toBeGreaterThanOrEqual(2);
// Check if the buttons contain the expected text
const pushButton = buttons.find((button) =>
button.textContent?.includes("Push to Branch"),
);
const prButton = buttons.find((button) =>
button.textContent?.includes("Push & Create PR"),
);
expect(pushButton).toBeInTheDocument();
expect(prButton).toBeInTheDocument();
@@ -43,13 +70,12 @@ describe("ActionSuggestions", () => {
it("should not render buttons when GitHub token is not set", () => {
(useAuth as any).mockReturnValue({
githubTokenIsSet: false,
providersAreSet: false,
});
render(<ActionSuggestions onSuggestionsClick={() => {}} />);
expect(screen.queryByRole("button", { name: "Push to Branch" })).not.toBeInTheDocument();
expect(screen.queryByRole("button", { name: "Push & Create PR" })).not.toBeInTheDocument();
expect(screen.queryByTestId("suggestion")).not.toBeInTheDocument();
});
it("should not render buttons when no repository is selected", () => {
@@ -59,17 +85,20 @@ describe("ActionSuggestions", () => {
render(<ActionSuggestions onSuggestionsClick={() => {}} />);
expect(screen.queryByRole("button", { name: "Push to Branch" })).not.toBeInTheDocument();
expect(screen.queryByRole("button", { name: "Push & Create PR" })).not.toBeInTheDocument();
expect(screen.queryByTestId("suggestion")).not.toBeInTheDocument();
});
it("should have different prompts for 'Push to Branch' and 'Push & Create PR' buttons", () => {
// This test verifies that the prompts are different in the component
const component = render(<ActionSuggestions onSuggestionsClick={() => {}} />);
const component = render(
<ActionSuggestions onSuggestionsClick={() => {}} />,
);
// Get the component instance to access the internal values
const pushBranchPrompt = "Please push the changes to a remote branch on GitHub, but do NOT create a pull request. Please use the exact SAME branch name as the one you are currently on.";
const createPRPrompt = "Please push the changes to GitHub and open a pull request. Please create a meaningful branch name that describes the changes.";
const pushBranchPrompt =
"Please push the changes to a remote branch on GitHub, but do NOT create a pull request. Please use the exact SAME branch name as the one you are currently on.";
const createPRPrompt =
"Please push the changes to GitHub and open a pull request. Please create a meaningful branch name that describes the changes. If a pull request template exists in the repository, please follow it when creating the PR description.";
// Verify the prompts are different
expect(pushBranchPrompt).not.toEqual(createPRPrompt);

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