"""Pass gates and the runtime profile that the 20-task set was tuned against.

These numbers are the launch bar from the backend plan §11.2. They are not
model-judged: a canned gold report must clear them, and a known failure must not.
"""

from __future__ import annotations

from deerflow.config.report_collaboration_config import ReportCollaborationConfig

METRIC_GATES: dict[str, float] = {
    "factual_accuracy": 0.85,
    "source_quality": 0.80,
    "citation_coverage": 0.85,
    "angle_coverage": 1.00,
    "logical_consistency": 1.00,
    "template_adherence": 1.00,
    "directed_modification": 0.80,
    "time_cost": 1.00,
}

# Production knobs that keep the gold set green. Changing a default requires
# re-running `tests/test_report_collaboration_eval.py` and updating this table.
RECOMMENDED_RUNTIME_PROFILE: dict[str, object] = {
    "enabled": False,
    "worker_enabled": False,
    "max_team_members": 8,
    "max_parallel_tasks": 4,
    "max_repair_rounds": 3,
    "max_node_attempts": 3,
    "max_react_iterations": 8,
    "source_policy": "cite_required",
    "token_budget": 250_000,
    "max_model_calls": 200,
    "max_retrieval_calls": 40,
    "max_source_bytes": 2_000_000,
    "max_concurrent_runs_per_user": 2,
    "intent_confirmation_threshold": 0.8,
}

USAGE_CAPS = {
    "duration_seconds": 7200.0,
    "model_calls": 200,
    "retrieval_calls": 40,
    "input_tokens": 200_000,
    "output_tokens": 50_000,
    "cost": 0.0,
}

REQUIRED_EVENTS = ("message.created", "report.version.created")


def recommended_config() -> ReportCollaborationConfig:
    return ReportCollaborationConfig.model_validate(
        {key: value for key, value in RECOMMENDED_RUNTIME_PROFILE.items() if key in ReportCollaborationConfig.model_fields}
    )


__all__ = ["METRIC_GATES", "RECOMMENDED_RUNTIME_PROFILE", "REQUIRED_EVENTS", "USAGE_CAPS", "recommended_config"]