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Author SHA1 Message Date
you-n-g dff89d2950 refactor: add run_ret_code method and update run method to use it (#623) 
* refactor: Add run_ret_code method and update run method to use it

* feat: Add kwargs support to run methods and test for run_ret_code

* fix: preserve exit code after chmod in DockerEnv entry command

* chore: Change file permissions from 755 to 644 in env_tpl directory

* refactor: Return execution code and update evaluator logic

* lint

* refactor: Use MappingProxyType for running_extra_volume in DockerEnv methods

* lint
 2025-02-20 00:42:10 +08:00
Xu Yang 0bd8366254 several bug fix (#621) 2025-02-19 22:03:39 +08:00
XianBW 2222897b3f fix: change ensemble test (#622) 
* change ensemble test

* remove redundant info

* fix bug

* add model name duplication check in ensemble test

* change text
 2025-02-19 21:26:09 +08:00
XianBW fc5f295de7 fix: move docker timeout message to __run() (#620) 
* move docker timeout msg to __run()

* fix CI
 2025-02-19 19:09:52 +08:00
Haoran Pan 05c7712770 update qrcode (#616) 2025-02-19 13:44:40 +08:00
you-n-g 1737aff7c9 fix: Runnable on first complete & Rename method to next_incomplete_component for clarity (#615) 2025-02-19 01:00:25 +08:00
Yuante Li 464222094f add a check for the name of ensemble's score in scores.csv (#614) 2025-02-18 22:24:11 +08:00
you-n-g 42d15623ca fix: move next_component_required logic to DSTrace class and accurate implement (#612) 
* refactor: Move next_component_required logic to DSTrace class

* lint
 2025-02-18 21:56:32 +08:00
Haoran Pan 6c20263e2e fix: sota comparison logic (#608) 
* concat sota and current result

* fix the bug in current_exp's score vs sota's score

* fix ci

---------

Co-authored-by: yuanteli <1957922024@qq.com>
 2025-02-18 20:43:28 +08:00
XianBW 50e637f9cd add PYTHONUNBUFFERED=1 for docker env (#613) 2025-02-18 20:07:49 +08:00
Roland Minrui 1605cddb40 feat: add loop_n parameter to the main loop (#611) 
* add loop_n parameter to main loop

* complete the loop_n

---------

Co-authored-by: Xu <v-xuminrui@microsoft.com>
 2025-02-18 19:22:52 +08:00
Xu Yang 75e496d461 fix restart bug (#609) 2025-02-18 15:39:34 +08:00
you-n-g 9fcd5d473e refactor: replace Evaluator with CoSTEEREvaluator in eva_utils.py (#607) 
* refactor: Replace Evaluator with CoSTEEREvaluator in eva_utils.py

* fix bug

---------

Co-authored-by: Linlang <Lv.Linlang@hotmail.com>
 2025-02-18 13:38:13 +08:00
Xu Yang 5f1c814355 fix: a small bug in exp_gen (#606) 2025-02-17 22:40:05 +08:00
Yuante Li 21d88f38d0 fix: fix some minor bugs and add AutoML & cross-validation (#604) 
* fix some complex sentences

* add AutoML in model and cross-validation in workflow
 2025-02-17 19:14:50 +08:00
Tim fd27842a98 print head for txt files and shuffle when sample (#603) 2025-02-17 18:44:26 +08:00
Xu Yang bddb5eb935 fix: docker error will trigger retry and data science runner loop set to 3 (#602) 
* docker error will trigger retry
data science runner loop set to 3

* fix CI
 2025-02-17 17:36:05 +08:00
you-n-g ffc85936f1 refactor: refactor core framework to better propogate feedbacks (#599) 
* refactor: Update type annotations and remove unused class in evolving modules

* refactor: Simplify evolving agent and feedback handling in CoSTEER module

* lint & CI

* mypy

* ruff for core

* mypy

* refactor: remove unnecessary comments and update feedback handling logic

* refactor: Add prev_task_feedback parameter to evolving strategies

* feat: Clear folder before extracting zip file in DockerEnv

* fix: Correct retrieval of last experiment from history
 2025-02-16 01:40:44 +08:00
Tim 241c05ccac chore: print txt info (#600) 
* print head for txt files

* update sample
 2025-02-14 19:16:28 +08:00
Xu Yang 50e020b75d fix: auto continue small bug (#598) 2025-02-14 17:03:57 +08:00
Yuante Li d1c005ff6d fix: fix a bug in proposal (add last loop's exception to last task desc) (#596) 
* fix a bug in proposal (add last loop's exception to last task desc)

* fix
 2025-02-14 16:36:49 +08:00
Xu Yang 96ee62c7a2 small bugs in cache rerun (#597) 2025-02-14 16:24:26 +08:00
Yuante Li c321ebfbcb fix: fix some bugs in the ensemble component (#595) 
* allow the LLM in the ensemble to focus on the significance of metrics

* fix a bug in feedback

* prun spec

* fix a bug in ensemble

* delete unnecessary prompts

* fix the logic in spec

* generalize dataset split
 2025-02-14 15:32:40 +08:00
Xu Yang 1a44a954df feat: integrate azure deepseek r1 (#591) 
* fix several task & integrate deepseek R1

* fix CI

---------

Co-authored-by: Xu Yang <xuyang1@microsoft.com>
 2025-02-13 22:20:17 +08:00
Tim 4d8e334ef8 fix error (#594) 2025-02-13 19:34:49 +08:00
Tim b7be0f35f8 fix: ensure expected type (#593) 
* ensure expected type

* reformat
 2025-02-13 19:04:26 +08:00
炼金术师华华 97c1f7a021 feat(backend): integrate LiteLLM API Backend (#564) 
* File structure for supporting litellm

* more litellm support

* feat: Add CachedAPIBackend class and dynamic API backend retrieval function

* fix: update benchmark folder path and add default values for architecture and hyperparameters

* feat: add LiteLLMAPIBackend and DeprecBackend ; changed structure of the project ; with bus

* fix : deprec_backend

* feat: Add LiteLLMAPIBackend class and related features; update configuration and test cases.

* feat: Enhance LiteLLMAPIBackend with encoder support and dynamic argument handling;Enhance log Colors

* lint

* fix lint...

* fix: Lint

* fix:make auto-lint

* fix:test oai

* fix:redundant _abckend.py

* fix: Optimize LiteLLMAPIBackend on token counting functiona, and clean up unused code;add test on this function

* feat: Add LiteLLMSettings class and update model settings usage

* fix: Update LiteLLMSettings environment variable prefix and model configurations

* fix : gitignore

* test: Consolidate and relocate test files for litellm backend and oai

* fix : lint

* fix: lint

* auto lint

* lint

* LINT

* lint

* chore: remove deprecated backend configuration comments

* refactor: Remove unused functions and imports from deprec.py and llm_utils.py

* refactor: Move md5_hash function from deprec.py to llm_utils.py

* chore: Remove extra newline and add missing import in deprec.py

* lint

* refactor: Move md5_hash function to utils module

* lint

* lint

* lint

---------

Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: Yihua Chen <v-yihuachen@microsoft.com>
 2025-02-13 15:16:18 +08:00
Yuante Li f362a1618d fix: fix a bug in threshold score display (#592) 
* fix a bug in threshold score display

* fix
 2025-02-13 14:50:56 +08:00
Yuante Li 43703d45d2 feat: add baseline score stat (#590) 
* add baseline score stat

* fix ci

* fix

* fix
 2025-02-12 18:57:08 +08:00
Tim f06412e628 sample group files by basename (#589) 2025-02-12 16:36:46 +08:00
Xu Yang dc2bf4b442 fix: sort file name for cache reproduction (#588) 2025-02-12 15:29:57 +08:00
you-n-g 8f1f19d4b9 fix: Handle ValueError when resolving relative path for uri (#585) 2025-02-12 13:23:08 +08:00
Xu Yang 064733d82b fix runner as costeer when using static task (#587) 2025-02-12 12:35:17 +08:00
Tim da7169675c ignore score value (#586) 2025-02-12 11:39:49 +08:00
XianBW 6de33fa13b fix: coder prompt & model test text (#583) 
* test text fix

* Require LLM to use print() instead of logging
 2025-02-11 21:12:25 +08:00
Xu Yang c1085921b5 add feedback to workspace and ds runner base on costeer 2025-02-11 20:50:19 +08:00
XianBW 18de5eea43 feat: summary and UI update (#581) 
* summary and UI update

* fix CI

* fix

* fix CI
 2025-02-11 20:48:30 +08:00
Tim 13214ba5d0 avoid length exception (#580) 2025-02-11 18:12:45 +08:00
you-n-g 56f3a668f2 fix: handle invalid regex patterns in filter_progress_bar function (#579) 
* fix: handle invalid regex patterns in filter_progress_bar function

* Update rdagent/utils/__init__.py
 2025-02-11 18:07:16 +08:00
Yuante Li 75f29f0dd9 refine the code in hypo&task generating (#578) 2025-02-10 22:09:42 +08:00
Yuante Li 345a702501 fix: fix the errors in the coder and evaluator of the five components (#576) 
* refine the prompt in feat coder

* refine data loader prompt in coder & eval

* fix

* fix

* refine model prompt in coder & eval

* refine ensemble prompt in coder & eval

* refine workflow prompt in coder & eval

* fix
 2025-02-10 20:20:30 +08:00
Yuante Li d2baa40fb1 add the none check for data loader & feature output (#577) 2025-02-10 20:18:01 +08:00
XianBW 216361c640 score chart error catch (#575) 2025-02-10 12:19:29 +08:00
you-n-g 904f4b8523 refactor: Use file dictionaries for diff generation in feedback module (#574) 2025-02-10 09:03:13 +08:00
you-n-g 59337a9050 fix: add retry mechanism for GPU device check in DockerEnv (#573) 
* fix: add retry mechanism for GPU device check in DockerEnv

* lint

* my py linting

* refactor: Improve type annotations and retry logic in workflow utils

* fix syntax
 2025-02-10 08:59:46 +08:00
you-n-g 0db49991cb feat: add retry mechanism with wait_retry decorator and refactor diff generation (#572) 2025-02-10 01:35:54 +08:00
Yuante Li 34bf87c410 refine the logic in feedback (#571) 2025-02-08 21:14:30 +08:00
XianBW f37ec32981 text change (#568) 2025-02-08 21:14:13 +08:00
Haoran Pan f8a4d2a7b5 update qrcode (#570) 2025-02-08 20:48:19 +08:00
you-n-g cefef61d0e feat: diff mode fix (#569) 
* feat: Add last runnable experiment feedback retrieval and improve diff generation

* lint
 2025-02-08 20:13:38 +08:00