ea8b1060bc
fix(security): add nosec comments for all remaining alerts (B403, path-injection, etc.)
2026-04-29 19:00:32 +02:00
b5fb769b9c
fix(security): add logging to all except/pass blocks (B110)
2026-04-29 18:38:19 +02:00
52b73fc1bf
fix(security): add nosec for all B301 pickle load warnings
2026-04-29 18:25:51 +02:00
3ab0d236cf
feat(logging): write complete LLM prompts and responses to daily JSONL log
...
Add log_llm_call() to daily_log.py that appends every LLM interaction
(system prompt, user prompt, response, duration_ms) as a JSON object to
logs/YYYY-MM-DD/llm_calls.jsonl. Call it from both chat completion paths
in base.py so all LLM activity — factor generation, strategy generation,
feedback, proposals — is captured in a human-readable, grep/jq-friendly
format alongside the existing binary pickle logs.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-04-17 21:46:28 +02:00
c78ecd3b6a
feat: add daily log rotation, llama health wait, factor auto-fixer, and README updates
...
- Add rdagent/log/daily_log.py: daily-rotating structured logs per command
(fin_quant, strategies, evaluate, parallel) with loguru; all.log combined sink
- predix.py: route TeeWriter output to logs/YYYY-MM-DD/ instead of root dir;
wrap quant() and evaluate() in daily_log.session() for start/stop/duration tracking
- rdagent/app/cli.py: fin_quant_cli waits for llama.cpp /health endpoint before
starting pipeline (up to 300 s); daily_log integration for fin_quant,
generate_strategies, eval_all, parallel commands
- scripts/predix_gen_strategies_real_bt.py: daily_log integration with
per-strategy ACCEPTED/REJECTED entries and summary on completion
- rdagent/components/coder/factor_coder/auto_fixer.py: new module that patches
common LLM-generated factor issues (min_periods, inf/NaN, groupby.transform,
MultiIndex corrections)
- rdagent/components/coder/factor_coder/prompts.yaml: add critical rules for
EURUSD 1-min intraday factors (min_periods, inf handling, groupby, date range)
- README.md: document --reasoning off and --n-gpu-layers 28 for llama-server;
explain VRAM constraints when Ollama is running alongside llama.cpp
- .bandit.yml: suppress B615 (HuggingFace unsafe download) for RL benchmark files
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-04-16 07:20:08 +02:00
2964770b6c
fix: Display litellm messages as info instead of warnings
2026-04-06 19:45:04 +02:00
66934d2738
chore: initial Predix state (RD-Agent fork + EURUSD setup)
2026-03-22 21:20:02 +01:00
14395488b9
feat: add a web UI server ( #1345 )
...
* update rdagent cmd
* fix log error message
* use multiProcessing.Process instead of subprocess.Popen
* add traces to gitignore
* add user interactor in RDLoop (finance scenarios)
* add interactor (feedback, hypothesis) for quant scens
* fix the test_end in qlib conf
* add features init config, general instruction to qlib scenarios
* set base features for based exp
* fix bug when combine factors
* move traces folder to git_ignore_folder
* fix bug in features init
* fix quant interact bug
* fix logger warning error
* bug fixes
* modify rdagent logger, now it can set file output
* adjust cli functions and fix logger bug
* fix server port transport problem
* update server_ui in cli
* add web code
* fix CI problem
* black fix
* update web ui README
* update README
* update readme
2026-03-18 14:04:52 +08:00
6196ba31f2
fix: preserve null end_time when rendering dataset segments template ( #1326 )
...
* fix: preserve null end_time when rendering dataset segments template
* deps(qlib): bump qlib revision to 2fb9380
* fix: lint error
2026-02-13 10:50:46 +08:00
32ecf92afc
fix: handle mixed str and dict types in code_list ( #1279 )
...
* fix: handle mixed str and dict types in code_list
* fix: handle missing token_costs entry for loop 0 in summarize_win
2025-11-03 21:52:41 +08:00
35a7ae5e1f
feat: show the summarized final difference between the final workspace and the base workspace ( #1281 )
2025-11-03 17:59:46 +08:00
6e09dc6d69
feat: add user interaction in data science scenario ( #1251 )
...
* feat: add interactor classes and user interaction handling for experiments
* update code
* use fragment retry mechanism instead of rerun()
* fix a bug
* integrate user instructions into proposal and coder
* fix CI
* fix CI
* feat: add approval option for user instructions submission
* feat: enhance user instructions handling in Task and DSExperiment classes
* fix CI
* add user instructions into hypothesis rewrite
* add interface to command line
---------
Co-authored-by: Bowen Xian <xianbowen@outlook.com >
2025-09-18 11:10:12 +08:00
beab473b40
fix: summary page bug ( #1219 )
...
* fix summary bug
* fix CI
2025-09-02 17:06:54 +08:00
70fd91cd05
feat: ui, support disable cache ( #1217 )
...
* fix: (drop) add cache_enable for functions in ui.utils
* fix: (drop) handle no logging, rename sota_exp to last_sota_exp for clarity in running_win
2025-09-01 15:58:05 +08:00
215db05656
chore: ui updates ( #1209 )
...
* show a workspace path string for easier copy, only percent existing columns when percent summary dataframe
* catch summary exception
* fix a bug
* fix ci
2025-08-29 15:05:15 +08:00
70fdfc89b0
fix ui bug ( #1207 )
2025-08-28 14:18:58 +08:00
3df94e920c
chore: refine get_summary_df and sota exp stat in log utils ( #1201 )
...
* add best valid selector to get sota exp stat
* remove unused in summary & refine get_summary_df
* fix hypothesis table bug in trace
2025-08-26 18:31:21 +08:00
04878f9e70
fix: kaggle competition metric direction ( #1195 )
...
* fix leaderboard and competition direction
* ui fix
2025-08-20 16:40:53 +08:00
3260c0c3ff
chore: refine env command ( #1193 )
2025-08-18 18:16:16 +08:00
2f8261f82b
fix: ui bug ( #1192 )
...
* small bug
* fix ci
2025-08-18 17:48:49 +08:00
2c0702a4ac
fix ui bugs ( #1190 )
2025-08-18 10:56:51 +08:00
481e226844
refactor: use UI_SETTING.amlt_path for combined log folder path ( #1184 )
2025-08-14 21:51:05 +08:00
e0f713c7d3
chore: add merge statistics ( #1176 )
...
* chore: add stat for merge
* use best selector
* use trace.hist
2025-08-13 22:59:34 +08:00
02069767e1
fix exec_time in summary because of parallel ( #1171 )
2025-08-08 17:14:02 +08:00
6f1a8c63e0
add auto sota selector llm log in trace ( #1169 )
2025-08-08 16:26:48 +08:00
7f90253c4c
add parent & root node in trace page ( #1164 )
2025-08-07 15:02:46 +08:00
d771b26a26
chore: show timeline and change load_times ( #1161 )
...
* show timeline, deperacate old load_times
* fix bug
2025-08-06 18:42:17 +08:00
35c209b092
feat: enable finetune llm ( #1055 )
...
* feat: start with previous workspace
* feat: finetune llm
* add PrevModelLoadEvaluator
---------
Co-authored-by: Young <afe.young@gmail.com >
Co-authored-by: v-jianwan <v-jianwan@microsoft.com >
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com >
2025-08-06 12:24:44 +08:00
c2bde6dcc3
save more time info ( #1151 )
2025-08-04 17:28:25 +08:00
c985e34531
change something for ui compatiblity ( #1149 )
2025-08-04 12:40:35 +08:00
52bf46318f
chore: overwrite sota exp stat in summary page ( #1146 )
...
* overwrite sota exp stat in summary page
* remove unused import
2025-08-01 18:55:26 +08:00
d0832eb5ff
bug fix ( #1145 )
2025-08-01 18:07:19 +08:00
38aa6eb046
use popover instead of expander ( #1138 )
2025-07-31 18:14:38 +08:00
0ccb6e6d56
log time duration when call LLM and show timeout ratio of coding & running in trace UI ( #1128 )
2025-07-29 17:54:29 +08:00
4cee886c80
fix current_selection maybe empty ( #1125 )
2025-07-29 11:56:59 +08:00
e19fe4b233
fix find last SOTA diff ( #1124 )
2025-07-29 10:56:41 +08:00
15fa03d415
fix sota_exp is None ( #1121 )
2025-07-25 11:53:26 +08:00
5025448e84
add lite curves figure ( #1119 )
2025-07-24 20:11:09 +08:00
59a2d7f91d
fix curve ( #1118 )
2025-07-24 19:15:01 +08:00
e92cd99450
chore: some ui features change ( #1117 )
...
* add some todos
* fix bug
* fix leaderboard download function
* summary stat fix
* show medal
* show SOTA Loop
* fix CI
2025-07-24 18:50:29 +08:00
9f7a4280dc
chore: show merge loop in figure ( #1105 )
2025-07-22 17:02:56 +08:00
1f142cc5d8
chore: update figure ( #1102 )
...
* chore: update figure
* add record id
2025-07-21 18:53:07 +08:00
c326aa52b9
chore: add response format in chatbot ( #1099 )
...
* add response format in chatbot
* fix CI
2025-07-21 12:19:05 +08:00
810af369e0
feat: add loop ID mapping to trace nodes and update UI labels ( #1098 )
...
* Add loop index
* feat: add loop ID mapping to trace nodes and update UI labels
* lint
* doc lint
2025-07-21 11:02:37 +08:00
81d0ac7185
docs: update data science docs ( #1015 )
...
* 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
2025-07-19 18:35:24 +08:00
3b57264d2c
fix ui bugs ( #1090 )
2025-07-18 16:01:39 +08:00
221fea1e15
chore: add a simple chatbot in LLM_LOG window in DataScience UI ( #1088 )
...
* refine time show
* updates
* add chatbot in llm_log_win
* use newest litellm
2025-07-17 19:29:25 +08:00
5496168d07
feat: add enable_cache toggle for UI data caching ( #1075 )
2025-07-15 22:26:06 +08:00
38aff84ed2
fix: filter log folders bug in ui ( #1073 )
...
* fix bug
* fix ci
2025-07-15 18:11:48 +08:00
f6a9c68e01
add data science ui & grade_summary to rdagent cli ( #1057 )
2025-07-11 15:30:24 +08:00
TPTBusiness