ria-toolkit-oss/src/ria_toolkit_oss/agent.py

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2026-03-31 13:51:10 -04:00
"""RT-OSS Node Agent — connects to RIA Hub and dispatches work to local hardware.
The agent runs on any machine with an SDR attached and connects **outbound** to
RIA Hub. No inbound ports need to be opened on the user's machine, and the
connection works identically through NAT, corporate firewalls, or a Pi on a
cellular link.
Usage::
ria-agent \\
--hub https://riahub.company.com \\
--key <api-key> \\
--name lab-bench-1 \\
[--device plutosdr] \\
[--insecure]
The agent:
1. Registers with RIA Hub and receives a ``node_id``.
2. Sends a heartbeat every 30 s so the hub knows it is online.
3. Long-polls ``GET /orchestrator/nodes/{id}/commands`` (30 s timeout).
4. Executes received campaigns via :class:`ria_toolkit_oss.orchestration.executor.CampaignExecutor`.
5. Uploads recordings to the hub via chunked POST, keeping each request
under 50 MB so it passes through Cloudflare without needing the bypass
subdomain.
6. Deregisters cleanly on SIGINT / SIGTERM.
"""
from __future__ import annotations
import logging
import math
import os
import signal
import sys
import threading
import time
import uuid
from typing import Any
logger = logging.getLogger("ria_agent")
# ---------------------------------------------------------------------------
# Tuneable constants
# ---------------------------------------------------------------------------
_HEARTBEAT_INTERVAL = 30 # seconds between heartbeats
_POLL_TIMEOUT = 30 # server-side long-poll duration
_POLL_CLIENT_TIMEOUT = 40 # client read timeout — slightly longer than server
_RECONNECT_PAUSE = 5 # seconds to wait after a poll error before retrying
_CHUNK_SIZE = 50 * 1024 * 1024 # 50 MB — well below Cloudflare's 100 MB limit
_DIRECT_THRESHOLD = 90 * 1024 * 1024 # files above this use chunked upload
# ---------------------------------------------------------------------------
# Agent
# ---------------------------------------------------------------------------
class NodeAgent:
"""Outbound-connecting agent that bridges RIA Hub to local SDR hardware.
All network I/O is initiated by the agent (outbound). RIA Hub never opens
a connection back to the agent's machine.
"""
def __init__(
self,
hub_url: str,
api_key: str,
name: str,
sdr_device: str = "unknown",
insecure: bool = False,
) -> None:
self.hub_url = hub_url.rstrip("/")
self.api_key = api_key
self.name = name
self.sdr_device = sdr_device
self.insecure = insecure
self.node_id: str | None = None
self._stop = threading.Event()
try:
import ria_toolkit_oss
self._ria_version: str = getattr(ria_toolkit_oss, "__version__", "unknown")
except Exception:
self._ria_version = "unknown"
# ------------------------------------------------------------------
# Public entry point
# ------------------------------------------------------------------
def run(self) -> None:
"""Register, start the heartbeat thread, and enter the command loop.
Blocks until SIGINT or SIGTERM is received.
"""
self._register()
def _shutdown(sig: int, _frame: Any) -> None:
logger.info("Shutdown signal received — stopping agent")
self._stop.set()
signal.signal(signal.SIGINT, _shutdown)
signal.signal(signal.SIGTERM, _shutdown)
hb = threading.Thread(target=self._heartbeat_loop, daemon=True, name="ria-agent-heartbeat")
hb.start()
logger.info("Agent %r online (node_id=%s, hub=%s)", self.name, self.node_id, self.hub_url)
try:
self._command_loop()
finally:
self._stop.set()
self._deregister()
# ------------------------------------------------------------------
# Registration
# ------------------------------------------------------------------
def _register(self) -> None:
resp = self._post(
"/orchestrator/nodes/register",
json={
"name": self.name,
"sdr_device": self.sdr_device,
"ria_toolkit_version": self._ria_version,
"capabilities": ["inference", "campaign"],
},
timeout=15,
)
resp.raise_for_status()
self.node_id = resp.json()["node_id"]
logger.info("Registered as %r (node_id=%s)", self.name, self.node_id)
def _deregister(self) -> None:
if not self.node_id:
return
try:
self._delete(f"/orchestrator/nodes/{self.node_id}", timeout=10)
logger.info("Deregistered %s", self.node_id)
except Exception as exc:
logger.debug("Deregister failed (ignored on shutdown): %s", exc)
# ------------------------------------------------------------------
# Heartbeat thread
# ------------------------------------------------------------------
def _heartbeat_loop(self) -> None:
while not self._stop.wait(_HEARTBEAT_INTERVAL):
try:
resp = self._post(f"/orchestrator/nodes/{self.node_id}/heartbeat", timeout=10)
if resp.status_code == 404:
logger.warning("Heartbeat got 404 — hub lost registration, re-registering")
self._register()
except Exception as exc:
logger.warning("Heartbeat failed: %s", exc)
# ------------------------------------------------------------------
# Command poll loop
# ------------------------------------------------------------------
def _command_loop(self) -> None:
while not self._stop.is_set():
try:
resp = self._get(
f"/orchestrator/nodes/{self.node_id}/commands",
timeout=_POLL_CLIENT_TIMEOUT,
)
if resp.status_code == 204:
# No command within the timeout window — loop immediately.
continue
if resp.status_code == 404:
logger.warning("Command poll got 404 — re-registering")
self._register()
continue
resp.raise_for_status()
cmd = resp.json()
logger.info("Received command: %s", cmd.get("command"))
self._dispatch(cmd)
except Exception as exc:
if not self._stop.is_set():
logger.warning("Command poll error: %s — retrying in %ds", exc, _RECONNECT_PAUSE)
time.sleep(_RECONNECT_PAUSE)
# ------------------------------------------------------------------
# Command dispatch
# ------------------------------------------------------------------
def _dispatch(self, cmd: dict) -> None:
command = cmd.get("command")
if command == "run_campaign":
campaign_id: str = cmd.get("campaign_id") or str(uuid.uuid4())
config_dict: dict = cmd.get("payload") or {}
threading.Thread(
target=self._run_campaign,
args=(campaign_id, config_dict),
daemon=True,
name=f"campaign-{campaign_id[:8]}",
).start()
else:
logger.warning("Unknown command %r — ignored", command)
# ------------------------------------------------------------------
# Campaign execution
# ------------------------------------------------------------------
def _run_campaign(self, campaign_id: str, config_dict: dict) -> None:
try:
from ria_toolkit_oss.orchestration.campaign import CampaignConfig
from ria_toolkit_oss.orchestration.executor import CampaignExecutor
except ImportError as exc:
logger.error(
"Campaign %s cannot start — ria_toolkit_oss not fully installed: %s",
campaign_id[:8],
exc,
)
return
logger.info("Campaign %s starting", campaign_id[:8])
try:
config = CampaignConfig.from_dict(config_dict)
executor = CampaignExecutor(config)
result = executor.run()
logger.info("Campaign %s completed — uploading recordings", campaign_id[:8])
self._upload_recordings(campaign_id, config, result)
except Exception as exc:
logger.error("Campaign %s failed: %s", campaign_id[:8], exc)
# ------------------------------------------------------------------
# Recording upload (chunked for large files)
# ------------------------------------------------------------------
def _upload_recordings(self, campaign_id: str, config: Any, result: Any) -> None:
output_repo: str | None = getattr(getattr(config, "output", None), "repo", None)
if not output_repo or "/" not in output_repo:
logger.warning("Campaign %s: no output.repo — skipping upload", campaign_id[:8])
return
repo_owner, repo_name = output_repo.split("/", 1)
base_url = f"{self.hub_url}/datasets/upload"
steps = getattr(result, "steps", None) or []
for step in steps:
output_path: str | None = getattr(step, "output_path", None)
if not output_path:
continue
device_id: str = getattr(step, "transmitter_id", "") or ""
for fpath in _sigmf_files(output_path):
filename = os.path.basename(fpath)
metadata = {
"filename": filename,
"repo_owner": repo_owner,
"repo_name": repo_name,
"device_id": device_id,
"campaign_id": campaign_id,
}
try:
resp_data = self._upload_file(base_url, fpath, metadata)
logger.info(
"Campaign %s: uploaded %s (oid=%s)",
campaign_id[:8],
filename,
resp_data.get("oid", "?"),
)
except Exception as exc:
logger.warning("Campaign %s: upload of %s failed: %s", campaign_id[:8], filename, exc)
def _upload_file(self, base_url: str, file_path: str, metadata: dict) -> dict:
"""Upload *file_path*, choosing chunked or direct path based on file size."""
import requests as _requests
size = os.path.getsize(file_path)
filename = os.path.basename(file_path)
headers = {"X-API-Key": self.api_key}
verify = not self.insecure
# Small files: single POST (unchanged endpoint, no assembly needed server-side).
if size <= _DIRECT_THRESHOLD:
with open(file_path, "rb") as fh:
resp = _requests.post(
base_url,
headers=headers,
files={"file": (filename, fh)},
data=metadata,
timeout=300,
verify=verify,
)
resp.raise_for_status()
return resp.json()
# Large files: chunked upload — each request is ≤ 50 MB.
total_chunks = math.ceil(size / _CHUNK_SIZE)
upload_id = str(uuid.uuid4())
chunk_url = base_url + "/chunk"
logger.info(
"Chunked upload: %s (%d bytes, %d × %d MB chunks)",
filename,
size,
total_chunks,
_CHUNK_SIZE // (1024 * 1024),
)
resp_data: dict = {}
with open(file_path, "rb") as fh:
for i in range(total_chunks):
chunk = fh.read(_CHUNK_SIZE)
resp = _requests.post(
chunk_url,
headers=headers,
files={"file": (filename, chunk, "application/octet-stream")},
data={
**metadata,
"upload_id": upload_id,
"chunk_index": i,
"total_chunks": total_chunks,
},
timeout=120,
verify=verify,
)
if not resp.ok:
raise RuntimeError(
f"Chunk {i + 1}/{total_chunks} failed: " f"HTTP {resp.status_code}: {resp.text[:300]}"
)
resp_data = resp.json()
logger.debug("Chunk %d/%d uploaded", i + 1, total_chunks)
return resp_data
# ------------------------------------------------------------------
# HTTP helpers
# ------------------------------------------------------------------
def _get(self, path: str, **kwargs: Any):
import requests as _requests
return _requests.get(
f"{self.hub_url}{path}",
headers={"X-API-Key": self.api_key},
verify=not self.insecure,
**kwargs,
)
def _post(self, path: str, **kwargs: Any):
import requests as _requests
return _requests.post(
f"{self.hub_url}{path}",
headers={"X-API-Key": self.api_key},
verify=not self.insecure,
**kwargs,
)
def _delete(self, path: str, **kwargs: Any):
import requests as _requests
return _requests.delete(
f"{self.hub_url}{path}",
headers={"X-API-Key": self.api_key},
verify=not self.insecure,
**kwargs,
)
# ---------------------------------------------------------------------------
# Helpers
# ---------------------------------------------------------------------------
def _sigmf_files(data_path: str) -> list[str]:
"""Return paths to both SigMF files (.sigmf-data and .sigmf-meta) for a recording."""
candidates = [data_path]
if data_path.endswith(".sigmf-data"):
candidates.append(data_path[: -len(".sigmf-data")] + ".sigmf-meta")
return [p for p in candidates if os.path.exists(p)]
# ---------------------------------------------------------------------------
# CLI entry point
# ---------------------------------------------------------------------------
def main() -> None:
import argparse
parser = argparse.ArgumentParser(
prog="ria-agent",
description=(
"RT-OSS Node Agent — connects outbound to RIA Hub and executes "
"campaigns / inference on local SDR hardware."
),
)
parser.add_argument(
"--hub",
required=True,
metavar="URL",
help="RIA Hub base URL, e.g. https://riahub.company.com",
)
parser.add_argument(
"--key",
required=True,
metavar="API_KEY",
help="Shared API key (must match [wac] API_KEY in the hub's app.ini)",
)
parser.add_argument(
"--name",
required=True,
metavar="NAME",
help='Human-readable name shown in the Target Node dropdown, e.g. "lab-bench-1"',
)
parser.add_argument(
"--device",
default="unknown",
metavar="SDR",
help=(
"SDR device type reported to the hub (informational only). "
"Examples: plutosdr, usrp_b210, rtlsdr, mock. Default: unknown"
),
)
parser.add_argument(
"--insecure",
action="store_true",
help="Disable TLS certificate verification (dev/self-signed certs only)",
)
parser.add_argument(
"--log-level",
default="INFO",
choices=["DEBUG", "INFO", "WARNING", "ERROR"],
help="Logging verbosity (default: INFO)",
)
args = parser.parse_args()
logging.basicConfig(
level=getattr(logging, args.log_level),
format="%(asctime)s [%(levelname)s] %(name)s: %(message)s",
datefmt="%Y-%m-%d %H:%M:%S",
stream=sys.stderr,
)
# Warn loudly if --insecure is used outside of development.
if args.insecure:
logger.warning(
"--insecure disables TLS certificate verification. "
"Only use this for local development with self-signed certs."
)
agent = NodeAgent(
hub_url=args.hub,
api_key=args.key,
name=args.name,
sdr_device=args.device,
insecure=args.insecure,
)
agent.run()
if __name__ == "__main__":
main()