* rebase selection code
* bug-free run: checkpoint selection and dynamic EDA loading
* add prototypes of various selectors, to imp. and test later
* fix EDA write bug
* imp SOTA-Jump policy
* fix small bug
* allow to set different selector by .env
* add always-win selector
* add init length for AlwaysWinCKPSelector
* add back_jump selector
* auto lint
* add sota_exp_to_submit attribute; change the name of ckp_selector and sota-selector
* fix bug
* auto lint
* working on auto sota selector
* add subtrace counter
* fix bug, remove unuse selector
* add auto sota selector
* auto lint
* fix bug
* fix small logic bug
* add logging
* add inject_diverse feat
* auto lint
* capable to None-select
* feat: add hypothesis_gen config and ExpGen2TraceAndMerge functionality
* refactor: use dynamic import for experiment generator instantiation
* feat: add BestValidSelector for improved SOTA experiment selection
* runnable twin-trace version
* fix logic error of trace-merge
* auto lint
* use import_class to set selector,
* auto-lint
---------
Co-authored-by: Young <afe.young@gmail.com>
* custom data
* fix: simplify competition check and log local description file
* no sample data
* feat: add test evaluation module with error handling support
* fix: update eval path to use eval_sub_dir and add valid_check TODO
* refactor: add MLETestEval check to conditionally run grading steps
* avoid blank stdout
* valid in testeval
* rename test.csv to avoid conflict
* Support Disabling sample submission
* refactoring
* fix: remove DS_KAGGLE_DATA and update prompt instructions
* add try for grade
* ignore submission
* fix: remove tee from eval command and warn about pipeline exit code detection
* optional to use raw description
* support old data
* add execution result to stdout
* add metric to raw description
* custom data explain
* add debug_path
* rst update
---------
Co-authored-by: Young <afe.young@gmail.com>
* fix: return first index if 'SOTA Exp Score (valid)' is empty
* feat: add get_state_data_range helper for loops and slider bounds
* fix: exclude batch embedding tag from log filtering
* feat: add feedback support in sota_experiment and adjust merge flow
* fix: use fb function for merging experiments
* style: remove extra whitespace and reformat code
* using model in the chat_model_map in one tag
* add replace timer to DS loop
* fix CI
* fix CI
* add more custom config in chat_model_map
* fix CI
* fix CI
* fix CI
---------
Co-authored-by: Xu Yang <xuyang1@microsoft.com>
* update all code
* update all code
* dump knowledge base
* rename the tag
* add timer to RD-Agent
* fix CI
* fix CI
* use batch embedding
* fix a small bug
* fix prompt bug
* feat: add pause resume to handle K8S cluster pause (#804)
* add resume to cluster running
* fix non-pickle problem
* fix a small bug
* fix a small bug
* avoid shutil move error
* refine the logic
* move knowledge base out of session
* avoid mistake information to pipeline coding
* avoid load and dump in steps
* archive the right folder
* small improvement
* avoid restart when timer is already started
* fix CI
---------
Co-authored-by: Xu Yang <xuyang1@microsoft.com>
---------
Co-authored-by: Xu Yang <peteryang@vip.qq.com>
Co-authored-by: Xu Yang <xuyang1@microsoft.com>
Co-authored-by: Xu <v-xuminrui@microsoft.com>
Tim