Datasets:
fix script
Browse files- eval/evaluate.py +58 -39
eval/evaluate.py
CHANGED
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@@ -40,7 +40,7 @@ import os
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import sys
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from itertools import combinations
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from pathlib import Path
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from typing import Any
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import requests
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@@ -58,26 +58,26 @@ log = logging.getLogger(__name__)
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# Scenario registry
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# ---------------------------------------------------------------------------
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SCENARIO_REGISTRY = {
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"01_order_placement": {"method": "POST", "path": "/api/v1/orders"},
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"02_coupon_redemption": {"method": "POST", "path": "/api/v1/coupons/redeem"},
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"03_inventory_adjustment": {"method": "POST", "path": "/api/v1/inventory/adjust"},
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"04_transaction_creation": {"method": "POST", "path": "/api/v1/transactions"},
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"05_refund_processing": {"method": "POST", "path": "/api/v1/refunds"},
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"06_currency_conversion": {"method": "POST", "path": "/api/v1/currency/convert"},
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"07_user_login": {"method": "POST", "path": "/api/v1/auth/login"},
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"08_token_refresh": {"method": "POST", "path": "/api/v1/auth/refresh"},
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"09_password_reset_request": {"method": "POST", "path": "/api/v1/auth/password/reset-request"},
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"10_account_creation": {"method": "POST", "path": "/api/v1/users"},
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"11_profile_update": {"method": "PATCH", "path": "/api/v1/users/{user_id}/profile"},
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"12_role_assignment": {"method": "POST", "path": "/api/v1/users/{user_id}/roles"},
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"13_appointment_booking": {"method": "POST", "path": "/api/v1/appointments"},
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"14_availability_query": {"method": "POST", "path": "/api/v1/availability/query"},
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"15_recurring_event_creation": {"method": "POST", "path": "/api/v1/events/recurring"},
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"16_email_dispatch": {"method": "POST", "path": "/api/v1/notifications/email"},
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"17_push_notification_config": {"method": "POST", "path": "/api/v1/notifications/push/config"},
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"18_notification_preferences": {"method": "PUT", "path": "/api/v1/users/{user_id}/notification-preferences"},
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"19_search_query": {"method": "POST", "path": "/api/v1/search"},
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"20_paginated_listing": {"method": "POST", "path": "/api/v1/products/list"},
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}
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# Fields that are path parameters (extracted from payload and substituted into URL)
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@@ -104,7 +104,7 @@ def get_base_url() -> str:
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return url
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def get_grade_url() -> str
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"""Return APIEVAL_GRADE_URL, or None with a warning if absent."""
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url = os.environ.get("APIEVAL_GRADE_URL", "").rstrip("/")
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if not url:
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@@ -129,7 +129,7 @@ def load_scenario(scenario_id: str, scenarios_dir: Path) -> dict:
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return json.load(fh)
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def collect_schema_fields(scenario: dict) ->
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"""Return a flat list of top-level property names defined in the schema."""
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return list(scenario.get("schema", {}).get("properties", {}).keys())
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@@ -240,7 +240,7 @@ def grade_results(
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Returns {"bugs_found": 0, "total_bugs": 0, "triggered": []} on failure.
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"""
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url = f"{grade_url}/grade/{scenario_id}"
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payload = {"results": results}
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try:
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@@ -263,13 +263,13 @@ def grade_results(
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# Coverage scoring helpers
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# ---------------------------------------------------------------------------
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def _flatten(obj: Any, prefix: str = "") ->
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"""
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Recursively flatten a nested dict/list into dotted-key -> value pairs.
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Lists are indexed numerically (e.g. items.0.product_id).
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"""
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items:
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if isinstance(obj, dict):
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for k, v in obj.items():
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full_key = f"{prefix}.{k}" if prefix else k
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@@ -321,7 +321,7 @@ def _is_edge_value(value: Any, sample_value: Any) -> bool:
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def compute_param_coverage(
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suite: list[dict],
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schema_fields:
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sample_payload: dict,
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) -> float:
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"""
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@@ -356,7 +356,7 @@ def compute_param_coverage(
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def compute_edge_coverage(
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suite: list[dict],
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schema_fields:
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sample_payload: dict,
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) -> float:
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"""
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@@ -416,9 +416,9 @@ def compute_variation_score(suite: list[dict]) -> float:
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def compute_scores(
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suite: list[dict],
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schema_fields:
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sample_payload: dict,
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bugs_found: int
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total_bugs: int,
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) -> dict:
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"""
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@@ -469,7 +469,7 @@ def evaluate_scenario(
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scenario_id: str,
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scenarios_dir: Path,
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base_url: str,
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grade_url: str
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) -> dict:
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"""
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Full evaluation pipeline for a single scenario:
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@@ -494,7 +494,7 @@ def evaluate_scenario(
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log.info("Running %d test(s) against reference API...", len(suite))
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results = run_tests(suite, scenario_id, base_url)
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bugs_found: int
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total_bugs: int = 0
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if grade_url:
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@@ -527,7 +527,7 @@ def evaluate_all(
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suite_dir: Path,
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scenarios_dir: Path,
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base_url: str,
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grade_url: str
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) -> list[dict]:
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"""
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Evaluate every *.json suite file found in *suite_dir*.
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@@ -569,7 +569,7 @@ def evaluate_all(
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# CLI
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# ---------------------------------------------------------------------------
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def parse_args(argv:
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parser = argparse.ArgumentParser(
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description="Evaluate an AI agent's API test suite against reference scenarios.",
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formatter_class=argparse.RawDescriptionHelpFormatter,
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@@ -603,7 +603,7 @@ def parse_args(argv: list[str] | None = None) -> argparse.Namespace:
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"--scenarios-dir",
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metavar="DIR",
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default="../scenarios",
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help="Directory containing scenario JSON definition files.
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)
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parser.add_argument(
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"--output",
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@@ -614,13 +614,32 @@ def parse_args(argv: list[str] | None = None) -> argparse.Namespace:
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return parser.parse_args(argv)
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def main(argv:
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args = parse_args(argv)
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-
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-
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-
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sys.exit(1)
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base_url = get_base_url()
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grade_url = get_grade_url()
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import sys
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from itertools import combinations
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from pathlib import Path
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from typing import Any, Dict, List, Optional
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import requests
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# Scenario registry
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# ---------------------------------------------------------------------------
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SCENARIO_REGISTRY = {
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"01_order_placement": {"method": "POST", "path": "/eval/api/v1/orders"},
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"02_coupon_redemption": {"method": "POST", "path": "/eval/api/v1/coupons/redeem"},
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"03_inventory_adjustment": {"method": "POST", "path": "/eval/api/v1/inventory/adjust"},
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"04_transaction_creation": {"method": "POST", "path": "/eval/api/v1/transactions"},
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"05_refund_processing": {"method": "POST", "path": "/eval/api/v1/refunds"},
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"06_currency_conversion": {"method": "POST", "path": "/eval/api/v1/currency/convert"},
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"07_user_login": {"method": "POST", "path": "/eval/api/v1/auth/login"},
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"08_token_refresh": {"method": "POST", "path": "/eval/api/v1/auth/refresh"},
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"09_password_reset_request": {"method": "POST", "path": "/eval/api/v1/auth/password/reset-request"},
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"10_account_creation": {"method": "POST", "path": "/eval/api/v1/users"},
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"11_profile_update": {"method": "PATCH", "path": "/eval/api/v1/users/{user_id}/profile"},
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"12_role_assignment": {"method": "POST", "path": "/eval/api/v1/users/{user_id}/roles"},
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"13_appointment_booking": {"method": "POST", "path": "/eval/api/v1/appointments"},
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"14_availability_query": {"method": "POST", "path": "/eval/api/v1/availability/query"},
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"15_recurring_event_creation": {"method": "POST", "path": "/eval/api/v1/events/recurring"},
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"16_email_dispatch": {"method": "POST", "path": "/eval/api/v1/notifications/email"},
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"17_push_notification_config": {"method": "POST", "path": "/eval/api/v1/notifications/push/config"},
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"18_notification_preferences": {"method": "PUT", "path": "/eval/api/v1/users/{user_id}/notification-preferences"},
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"19_search_query": {"method": "POST", "path": "/eval/api/v1/search"},
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"20_paginated_listing": {"method": "POST", "path": "/eval/api/v1/products/list"},
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}
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# Fields that are path parameters (extracted from payload and substituted into URL)
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return url
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def get_grade_url() -> Optional[str]:
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"""Return APIEVAL_GRADE_URL, or None with a warning if absent."""
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url = os.environ.get("APIEVAL_GRADE_URL", "").rstrip("/")
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if not url:
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return json.load(fh)
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def collect_schema_fields(scenario: dict) -> List[str]:
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"""Return a flat list of top-level property names defined in the schema."""
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return list(scenario.get("schema", {}).get("properties", {}).keys())
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Returns {"bugs_found": 0, "total_bugs": 0, "triggered": []} on failure.
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"""
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url = f"{grade_url}/eval/grade/{scenario_id}"
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payload = {"results": results}
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try:
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# Coverage scoring helpers
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# ---------------------------------------------------------------------------
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def _flatten(obj: Any, prefix: str = "") -> Dict[str, Any]:
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"""
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Recursively flatten a nested dict/list into dotted-key -> value pairs.
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Lists are indexed numerically (e.g. items.0.product_id).
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"""
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items: Dict[str, Any] = {}
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if isinstance(obj, dict):
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for k, v in obj.items():
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full_key = f"{prefix}.{k}" if prefix else k
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def compute_param_coverage(
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suite: list[dict],
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schema_fields: List[str],
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sample_payload: dict,
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) -> float:
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"""
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def compute_edge_coverage(
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suite: list[dict],
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schema_fields: List[str],
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sample_payload: dict,
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) -> float:
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"""
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def compute_scores(
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suite: list[dict],
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schema_fields: List[str],
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sample_payload: dict,
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bugs_found: Optional[int],
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total_bugs: int,
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) -> dict:
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"""
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scenario_id: str,
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scenarios_dir: Path,
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base_url: str,
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grade_url: Optional[str],
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) -> dict:
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"""
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Full evaluation pipeline for a single scenario:
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log.info("Running %d test(s) against reference API...", len(suite))
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results = run_tests(suite, scenario_id, base_url)
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bugs_found: Optional[int] = None
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total_bugs: int = 0
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if grade_url:
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suite_dir: Path,
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scenarios_dir: Path,
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base_url: str,
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grade_url: Optional[str],
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) -> list[dict]:
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"""
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Evaluate every *.json suite file found in *suite_dir*.
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# CLI
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# ---------------------------------------------------------------------------
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def parse_args(argv: Optional[List[str]] = None) -> argparse.Namespace:
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parser = argparse.ArgumentParser(
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description="Evaluate an AI agent's API test suite against reference scenarios.",
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formatter_class=argparse.RawDescriptionHelpFormatter,
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"--scenarios-dir",
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metavar="DIR",
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default="../scenarios",
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help="Directory containing scenario JSON definition files. Auto-detected if not provided.",
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)
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parser.add_argument(
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"--output",
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return parser.parse_args(argv)
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def main(argv: Optional[List[str]] = None) -> None:
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args = parse_args(argv)
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# Resolve scenarios directory — check the explicit arg first, then fall back
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# to common locations relative to the script and the current working directory.
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_script_dir = Path(__file__).parent
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_candidates = [
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Path(args.scenarios_dir).expanduser(), # explicit --scenarios-dir or default
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_script_dir / "../scenarios", # repo root when running from eval/
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_script_dir / "scenarios", # scenarios next to the script
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Path("scenarios"), # current working directory
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Path("../scenarios"), # one level up from cwd
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]
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scenarios_dir = None
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for _c in _candidates:
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_resolved = _c.resolve()
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if _resolved.is_dir():
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scenarios_dir = _resolved
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break
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if scenarios_dir is None:
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log.error(
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"Could not find scenarios directory. Tried: %s",
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", ".join(str(c.resolve()) for c in _candidates),
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)
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sys.exit(1)
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log.info("Using scenarios directory: %s", scenarios_dir)
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base_url = get_base_url()
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grade_url = get_grade_url()
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