* update data science docs part1
* update data science docs part2
* update data science docs part3
* update data science docs part4
* update data science docs part5
* format with isort
* update data science docs part6
* add check environment scripts
* format with isort
* format with isort
* merge env_check to health_check
* format with isort
* format with black
* optimize code
* use boolean cli options
* replace fire with typer
* replace fire with typer
* optimizing parameter and variable naming
* change refine prompt for full code
* fix: fix the logic of running
* refine prompt
* fix some bugs
* fix
* add two guidelines
* refactor the code
* make costeer evaluator more logical
* refine eval prompt
* make costeer eval prompt markdown
* update code diff prompt
* correct pipeline
* feat: add apply_patch utility and update ret.py with patch functionality (#1071)
* restore to the right version
* fix the docstring
* fix extract_output fcn
* add inplace parameter to apply patch
* remove enable_runner_iteration and make the eval prompt same as main
* refine runner eval prompt based on main
* Update rdagent/scenarios/data_science/dev/runner/prompts.yaml
* add wait_retry
* refactor: move enable_runner_code_diff to DSRunnerCoSTEERSettings as diff_mode
* reformat and remove enable_runner_code_diff
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Co-authored-by: yuanteli <1957922024@qq.com>
Co-authored-by: Xu <v-xuminrui@microsoft.com>
Co-authored-by: Jensen Lee <91518020+Jensen246@users.noreply.github.com>
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com>
Co-authored-by: Qizheng Li <jenssenlee@163.com>
* Align scenario descriptions and include debug timeout
- Updated config.py to support debug timeout configuration
- Synchronized prompts in exp_gen and scen modules
- Refactored proposal.py for consistency with new scenario descriptions
- Improved __init__.py for better scenario management
* remove running time in stdout
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Co-authored-by: Xu Yang <xuyang1@microsoft.com>
* fix: refine prompts formatting and logic across data science scenarios
* Make runner evaluator more detailed
* feat: switch to system_debugger prompt and print early stopping stats
* refactor: move exp_gen selection files into select directory
* fix selector value in data_science conf
* fix selector template name
* fix CI
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Co-authored-by: Young <afe.young@gmail.com>
* fix: improve scheduler API (suggest_sel) and add timer.remain_time()
* chore: exclude .venv from auto-black and auto-isort tasks
* refactor: wrap RoundRobinScheduler commit and selection in retry loop
* set search_type="ancestors" for experiment_and_feedback_list_after_init
* fix bug: no update of uncommited_rec_status with root node
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Co-authored-by: Young <afe.young@gmail.com>
* fix: fix a small bug in response_schema
* feat: support response_format parameter in chat completion
* fix: fix between json_mode and response_format
* Update base.py
* Update deprec.py
* add unittest and refine logic
* fix the reasoning extraction logic and refine prompt for deepseek adaptation
* refactor: introduce workflow_check and streamline task parsing
* refine prompt
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Co-authored-by: Young <afe.young@gmail.com>
* check sample submission & add package constraint
* add trace.log into clear
* change default
* simplify
* clear CI workspace before running
* move to CI
* use sudo to clean workspace
* move prepare out of global var
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Co-authored-by: Xu Yang <xuyang1@microsoft.com>
* fix: improve scheduler API (suggest_sel) and add timer.remain_time()
* chore: exclude .venv from auto-black and auto-isort tasks
* refactor: wrap RoundRobinScheduler commit and selection in retry loop
* set search_type="ancestors" for experiment_and_feedback_list_after_init
* refactor: merge sync_dag_parent_and_hist and hist.append into one call
* fix uncommited rec bug
* lint
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Co-authored-by: xuangu-fang <xuangufang@gmail.com>
* init commit
* remove the 5-fold spec from prompts
* refine the hyperparameter specification
* do not sample data
* a small spelling issue
* refine prompt to avoid submission cheating
* do not sample data
* simplify code
* refine the coder evaluator prompt
* refine wording
* remove runtime from proposal
* refine wording
* refine prompt
* add gpu info in runtime_info.py
* modify the spec
* add router and add refinement exp gen
* fix prompt bug
* use rule-based logic for router
* complete the prompt
* fix circular import bug
* fix bug
* make refine_decision optional
* update pipeline prompts: (1) add scenary: in an iterative cooding loop and use sample datasets (2)add some generation tops in coding (3)add evaluation guidelines in evaluation (4)polish the json schema and description
* fix a small bug
* fix a small bug
* rdagent/scenarios/data_science/loop.py back to the original version
* refactor: replace _get_exp_gen with default_exp_gen for exp generation
* import
* refactor: make the __init__ back to main
* fix small bugs
* fix bugs for proposal_version
* move refine into runner
* check early stop
* EDA improvement & coder classes number
* fix CI
* slightly refine the prompt
* remove rule_base_eval and remove useless prompt
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Co-authored-by: Xu <v-xuminrui@microsoft.com>
Co-authored-by: TPLin22 <tplin2@163.com>
Co-authored-by: amstrongzyf <amstrongzyf@126.com>
Co-authored-by: Xu Yang <peteryang@vip.qq.com>
Co-authored-by: Xu Yang <xuyang1@microsoft.com>
Co-authored-by: Young <afe.young@gmail.com>
* commit all code
* fix feedback bug
* add debug mode in ds
* update prompt
* prioritize performance than time lit
* use run instead
* store running time
* move all data running into running phase
* fix a bug
* use sample data as default
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Co-authored-by: Xu Yang <xuyang1@microsoft.com>
* feat: Enhance data folder description for clarity and robustness
* fix bug
* fix present bugs
* delete useless files
* add output example and refactor the hole util.py
* fix bug for file tree
* add corner case example
* delete useless file
* start to work on multi-trace + async
* init ver of async-multi-tarce, to test
* add eng-ver log
* complete version of async+ mul-trace
* debug
* fix bug on DS_RD_SETTING.get()
* update
* fix bug + simplif the usage of async in multi-trace
* fix mini bug of arg_name
* Move local_selection into class Experiment & clean the code
Tim