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import os
import sys
import time
import requests
def require_env(var_name: str) -> str:
value = os.getenv(var_name)
if not value:
print(f"Missing required env var: {var_name}", file=sys.stderr)
sys.exit(1)
return value
def require_logs_endpoints(base_url: str) -> None:
try:
r = requests.get(f"{base_url}/openapi.json", timeout=30)
if not r.ok:
print("OpenAPI schema unavailable", file=sys.stderr)
sys.exit(1)
paths = r.json().get("paths", {})
ok = any(p.startswith("/logs") or p.startswith("/v1/logs") for p in paths.keys())
if not ok:
print("/logs endpoints not present on deployment", file=sys.stderr)
sys.exit(1)
except Exception as e:
print(f"Failed to check OpenAPI: {e}", file=sys.stderr)
sys.exit(1)
def post_chat_completion(base_url: str, api_key: str, rollout_id: str) -> None:
headers = {"Authorization": f"Bearer {api_key}"}
now = int(time.time())
url = (
f"{base_url}/rollout_id/{rollout_id}/"
f"invocation_id/inv{now}/"
f"experiment_id/remote-validate/"
f"run_id/run-1/"
f"row_id/row-1/"
f"chat/completions"
)
body = {
"model": "fireworks_ai/accounts/fireworks/models/llama-v3p1-8b-instruct",
"messages": [{"role": "user", "content": "Say 'ok' if you can read this."}],
"temperature": 0.1,
}
r = requests.post(url, headers=headers, json=body, timeout=60)
if r.status_code != 200:
print(f"Chat completion failed: {r.status_code} {r.text[:500]}", file=sys.stderr)
sys.exit(1)
print("chat: ok")
def wait_for_traces(base_url: str, api_key: str, rollout_id: str, max_attempts: int = 8) -> None:
headers = {"Authorization": f"Bearer {api_key}"}
params = {
"tags": [f"rollout_id:{rollout_id}"],
"limit": 10,
"hours_back": 6,
}
url = f"{base_url}/traces"
for attempt in range(1, max_attempts + 1):
r = requests.get(url, headers=headers, params=params, timeout=30)
if r.status_code == 200:
data = r.json()
total = int(data.get("total_traces") or 0)
print(f"traces: ok total_traces={total}")
if total > 0:
return
elif r.status_code != 404 and r.status_code != 401:
print(f"Traces fetch failed: {r.status_code} {r.text[:500]}", file=sys.stderr)
sys.exit(1)
sleep_s = min(2 ** (attempt - 1), 10)
time.sleep(sleep_s)
print("Traces not available after retries (indexing delay?)", file=sys.stderr)
sys.exit(1)
def validate_logs_endpoints(base_url: str, rollout_id: str) -> None:
require_logs_endpoints(base_url)
# Ingest a structured log
payload = {
"program": "eval_protocol",
"status": "completed",
"message": "Remote validation run finished",
"tags": [f"rollout_id:{rollout_id}", "experiment_id:remote", "run_id:test"],
"metadata": {"dataset": "AIME"},
"extras": {"num_examples": 3},
}
r = requests.post(f"{base_url}/logs", json=payload, timeout=30)
if r.status_code != 200:
print(f"logs ingest failed: {r.status_code} {r.text[:500]}", file=sys.stderr)
sys.exit(1)
print("logs ingest: ok")
# Retrieve logs (retry for indexing)
params = {
"tags": [f"rollout_id:{rollout_id}"],
"program": "eval_protocol",
"hours_back": 1,
"limit": 10,
}
total = 0
for attempt in range(1, 12):
rr = requests.get(f"{base_url}/logs", params=params, timeout=30)
if rr.status_code == 200:
data = rr.json()
total = int(data.get("total_entries") or 0)
if total > 0:
print(f"logs fetch: ok total_entries={total}")
break
sleep_s = min(2 ** (attempt - 1), 10)
time.sleep(sleep_s)
if total == 0:
print("logs fetch: no entries found within retry window", file=sys.stderr)
sys.exit(1)
def main():
base_url = require_env("GATEWAY_URL")
api_key = require_env("FIREWORKS_API_KEY")
rollout_id = f"r{int(time.time())}"
print(f"Gateway: {base_url}")
print(f"Rollout: rollout_id:{rollout_id}")
post_chat_completion(base_url, api_key, rollout_id)
wait_for_traces(base_url, api_key, rollout_id)
validate_logs_endpoints(base_url, rollout_id)
print("remote validation: SUCCESS")
if __name__ == "__main__":
main()