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>

rdagent/app/cli.py

@@ -61,6 +61,14 @@ def server_ui(port=19899):
     subprocess.run(["python", "rdagent/log/server/app.py", f"--port={port}"])
 
 
+def ds_user_interact(port=19900):
+    """
+    start web app to show the log traces in real time
+    """
+    commands = ["streamlit", "run", "rdagent/log/ui/ds_user_interact.py", f"--server.port={port}"]
+    subprocess.run(commands)
+
+
 app.command(name="fin_factor")(fin_factor)
 app.command(name="fin_model")(fin_model)
 app.command(name="fin_quant")(fin_quant)
@@ -72,6 +80,7 @@ app.command(name="ui")(ui)
 app.command(name="server_ui")(server_ui)
 app.command(name="health_check")(health_check)
 app.command(name="collect_info")(collect_info)
+app.command(name="ds_user_interact")(ds_user_interact)
 
 
 if __name__ == "__main__":

rdagent/app/data_science/conf.py

@@ -1,3 +1,4 @@
+from pathlib import Path
 from typing import Literal
 
 from pydantic_settings import SettingsConfigDict
@@ -20,6 +21,7 @@ class DataScienceBasePropSetting(KaggleBasePropSetting):
 
     planner: str = "rdagent.scenarios.data_science.proposal.exp_gen.planner.DSExpPlannerHandCraft"
     hypothesis_gen: str = "rdagent.scenarios.data_science.proposal.exp_gen.router.ParallelMultiTraceExpGen"
+    interactor: str = "rdagent.components.interactor.SkipInteractor"
     trace_scheduler: str = "rdagent.scenarios.data_science.proposal.exp_gen.trace_scheduler.RoundRobinScheduler"
     """Hypothesis generation class"""
 
@@ -182,6 +184,9 @@ class DataScienceBasePropSetting(KaggleBasePropSetting):
 
     ensemble_time_upper_bound: bool = False
 
+    user_interaction_wait_seconds: int = 6000  # seconds to wait for user interaction
+    user_interaction_mid_folder: Path = Path.cwd() / "git_ignore_folder" / "RD-Agent_user_interaction"
+
 
 DS_RD_SETTING = DataScienceBasePropSetting()