"""Auxiliary server entrypoint required by OpenEnv local validation checks."""
import os
from flask import Flask, Response, jsonify, request
from environment import EmailTriageEnv
from tasks import get_task_scenario_count, list_task_ids
FRONTEND_HTML = """
Inbox Helper Practice
Inbox Helper Practice
Practice deciding priority, category, and who should handle each email.
connecting...
Start a Scenario
Pick a difficulty, then click Start.
Ready. Start a scenario.
Your Decision
Choose priority, who should handle it, and a short reason.
Current Email
Subject:No email loaded yet.
From:-
Message:Start a scenario to load an email.
Live Progress
Task-
Scenario-
Progress0/0
Last Reward-
Base Score-
Coach Notes
Use this to improve your next triage action.
Start a scenario and submit one decision to get feedback.
Details (Advanced)
Waiting for your first action...
"""
app = Flask(__name__)
current_env = EmailTriageEnv(task_id="task_easy")
SCENARIO_COUNTERS = {task_id: 0 for task_id in list_task_ids()}
DEFAULT_EVAL_SPLIT = os.getenv("OPENENV_EVAL_SPLIT", "public")
ALLOW_CLIENT_EVAL_OVERRIDE = (
os.getenv("OPENENV_ALLOW_CLIENT_EVAL_OVERRIDE", "false").strip().lower() == "true"
)
@app.get("/")
def root_page():
"""Render a lightweight frontend for interacting with the environment."""
return Response(FRONTEND_HTML, mimetype="text/html")
@app.get("/meta")
def root_endpoint():
"""Return service metadata for health checks and machine clients."""
return jsonify(
{
"name": "email-triage-env",
"status": "ok",
"endpoints": {
"reset": {"method": "POST", "path": "/reset"},
"step": {"method": "POST", "path": "/step"},
"state": {"method": "POST", "path": "/state"},
},
"scenario_pools": {
"public": {
task_id: get_task_scenario_count(task_id, "public")
for task_id in list_task_ids()
},
},
"eval_split": DEFAULT_EVAL_SPLIT,
"production_runtime_controls": {
"production_profile": ["light", "standard", "heavy"],
"business_hours_mode": [True, False],
"escalation_mode": ["low", "normal", "high"],
},
}
)
@app.post("/reset")
def reset_endpoint():
"""Reset the environment with a selected task and return ResetResult JSON.
Returns:
Flask response containing reset payload.
"""
global current_env
global SCENARIO_COUNTERS
payload = request.get_json(silent=True)
if payload is None:
payload = {}
elif not isinstance(payload, dict):
return jsonify({"error": "Malformed JSON payload."}), 400
task_id = payload.get("task_id", "task_easy")
if not isinstance(task_id, str):
return jsonify({"error": "Field 'task_id' must be a string."}), 400
runtime_options: dict[str, object] = {}
if task_id == "task_production":
production_profile = payload.get("production_profile", "standard")
if not isinstance(production_profile, str) or production_profile not in {
"light",
"standard",
"heavy",
}:
return (
jsonify(
{
"error": (
"Field 'production_profile' must be one of "
"light/standard/heavy."
)
}
),
400,
)
escalation_mode = payload.get("escalation_mode", "normal")
if not isinstance(escalation_mode, str) or escalation_mode not in {
"low",
"normal",
"high",
}:
return (
jsonify(
{
"error": (
"Field 'escalation_mode' must be one of "
"low/normal/high."
)
}
),
400,
)
business_hours_mode = payload.get("business_hours_mode", False)
if isinstance(business_hours_mode, str):
business_hours_mode = business_hours_mode.strip().lower() in {
"1",
"true",
"yes",
"on",
}
elif not isinstance(business_hours_mode, bool):
return jsonify({"error": "Field 'business_hours_mode' must be boolean."}), 400
runtime_options = {
"production_profile": production_profile,
"business_hours_mode": business_hours_mode,
"escalation_mode": escalation_mode,
}
if not ALLOW_CLIENT_EVAL_OVERRIDE and (
"eval_split" in payload or "scenario_index" in payload
):
return jsonify(
{
"error": (
"Client overrides for eval_split/scenario_index are disabled "
"by server policy."
)
}
), 400
eval_split = DEFAULT_EVAL_SPLIT
if ALLOW_CLIENT_EVAL_OVERRIDE:
requested_split = payload.get("eval_split", DEFAULT_EVAL_SPLIT)
if not isinstance(requested_split, str):
return jsonify({"error": "Field 'eval_split' must be a string."}), 400
eval_split = requested_split
requested_index = payload.get("scenario_index") if ALLOW_CLIENT_EVAL_OVERRIDE else None
if requested_index is not None and (not isinstance(requested_index, int) or requested_index < 0):
return jsonify({"error": "Field 'scenario_index' must be a non-negative integer."}), 400
try:
scenario_count = get_task_scenario_count(task_id, eval_split)
if requested_index is None:
scenario_index = SCENARIO_COUNTERS.get(task_id, 0)
if scenario_count > 0:
SCENARIO_COUNTERS[task_id] = (scenario_index + 1) % scenario_count
else:
scenario_index = requested_index
current_env = EmailTriageEnv(
task_id=task_id,
scenario_index=scenario_index,
split=eval_split,
runtime_options=runtime_options,
)
reset_result = current_env.reset()
except KeyError as error:
return jsonify({"error": str(error)}), 400
return jsonify(reset_result.model_dump())
@app.post("/step")
def step_endpoint():
"""Advance environment by one action and return StepResult JSON.
Returns:
Flask response containing step payload.
"""
payload = request.get_json(silent=True)
if payload is None:
return jsonify({"error": "Malformed JSON payload."}), 400
step_result = current_env.step(payload)
return jsonify(step_result.model_dump())
@app.post("/state")
def state_endpoint():
"""Return read-only EnvironmentState JSON snapshot.
Returns:
Flask response containing state payload.
"""
state_result = current_env.state()
return jsonify(state_result.model_dump())
def main() -> None:
"""Run the Flask app for local and script-based launches."""
app.run(host="0.0.0.0", port=7860)
if __name__ == "__main__":
main()