Files
fn_registry/python/functions/notebook/jupyter_discover.py
T
egutierrez 268a76602a feat: funciones Jupyter notebook Python — discover, read, write, exec, kernel
Funciones Python para interactuar con Jupyter Lab programáticamente:
descubrir instancias, leer/escribir celdas, ejecutar código y gestionar kernels.
Reemplazan MCP jupyter con API REST + WebSocket directa.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-01 20:55:39 +02:00

220 lines
7.1 KiB
Python

"""Descubrimiento de instancias Jupyter Lab activas via API REST."""
import json
import os
import urllib.error
import urllib.request
from pathlib import Path
_DEFAULT_PORTS = [8888, 8889, 8890, 8891, 8892]
def _get(url: str, timeout: float = 2.0) -> dict | list | None:
"""Hace GET a url y retorna el JSON parseado, o None si falla."""
try:
with urllib.request.urlopen(url, timeout=timeout) as resp:
return json.loads(resp.read().decode())
except Exception:
return None
def _is_collaborative(config: dict | list | None) -> bool:
"""Detecta si el servidor tiene jupyter-collaboration/YDocExtension activo."""
if not isinstance(config, dict):
return False
# Jupyter Lab expone la config de extensiones bajo claves como
# 'LabApp' o similares; la presencia de 'collaborative' o 'YDocExtension'
# en cualquier valor de primer nivel indica modo colaborativo.
raw = json.dumps(config).lower()
return "ydocextension" in raw or "collaborative" in raw
def _query_instance(base_url: str) -> dict | None:
"""Consulta la API REST de una instancia Jupyter y retorna su estado.
Retorna None si la instancia no responde o no es Jupyter.
"""
status = _get(f"{base_url}/api/status")
if status is None:
return None
config = _get(f"{base_url}/api/config")
kernels_raw = _get(f"{base_url}/api/kernels") or []
sessions_raw = _get(f"{base_url}/api/sessions") or []
kernels = []
if isinstance(kernels_raw, list):
for k in kernels_raw:
if isinstance(k, dict):
kernels.append({
"id": k.get("id", ""),
"name": k.get("name", ""),
"execution_state": k.get("execution_state", ""),
"last_activity": k.get("last_activity", ""),
})
sessions = []
if isinstance(sessions_raw, list):
for s in sessions_raw:
if isinstance(s, dict):
kernel = s.get("kernel") or {}
path = s.get("path") or s.get("notebook", {}).get("path", "")
sessions.append({
"notebook": path,
"kernel_id": kernel.get("id", ""),
"kernel_state": kernel.get("execution_state", ""),
})
return {
"kernels": kernels,
"sessions": sessions,
"collaborative": _is_collaborative(config),
}
def _scan_analysis_ports(registry_root: str) -> list[tuple[int, str]]:
"""Escanea subdirectorios de analysis/ buscando archivos .jupyter-port.
Retorna lista de (puerto, nombre_analisis).
"""
root = Path(registry_root) if registry_root else Path.cwd()
analysis_dir = root / "analysis"
results: list[tuple[int, str]] = []
if not analysis_dir.is_dir():
return results
for entry in analysis_dir.iterdir():
if not entry.is_dir():
continue
port_file = entry / ".jupyter-port"
if port_file.is_file():
try:
port = int(port_file.read_text().strip())
results.append((port, entry.name))
except (ValueError, OSError):
pass
return results
def jupyter_discover(
registry_root: str = "",
ports: list[int] | None = None,
) -> list[dict]:
"""Descubre instancias de Jupyter Lab activas consultando su API REST.
Escanea primero los archivos .jupyter-port en subdirectorios de analysis/
para encontrar puertos registrados, y luego aplica un fallback sobre puertos
comunes (8888-8892). Para cada instancia que responde consulta /api/status,
/api/config, /api/kernels y /api/sessions.
Args:
registry_root: Raiz del fn_registry. Si vacio usa el directorio actual
o la variable de entorno FN_REGISTRY_ROOT.
ports: Lista de puertos a escanear. Si None, usa los puertos encontrados
en .jupyter-port mas los defaults (8888-8892).
Returns:
Lista de dicts con: url, port, analysis, collaborative, kernels, sessions.
Cada sesion incluye: notebook, kernel_id, kernel_state.
"""
if not registry_root:
registry_root = os.environ.get("FN_REGISTRY_ROOT", "")
# Recopilar puertos a escanear
port_analysis: dict[int, str] = {}
if ports is not None:
for p in ports:
port_analysis[p] = ""
else:
# Primero los registrados en .jupyter-port
for port, analysis_name in _scan_analysis_ports(registry_root):
port_analysis[port] = analysis_name
# Fallback: puertos comunes que no estén ya en la lista
for p in _DEFAULT_PORTS:
if p not in port_analysis:
port_analysis[p] = ""
results = []
for port, analysis_name in port_analysis.items():
base_url = f"http://localhost:{port}"
info = _query_instance(base_url)
if info is None:
continue
results.append({
"url": base_url,
"port": port,
"analysis": analysis_name,
"collaborative": info["collaborative"],
"kernels": info["kernels"],
"sessions": info["sessions"],
})
return results
# ---------------------------------------------------------------------------
# CLI
# ---------------------------------------------------------------------------
if __name__ == "__main__":
import argparse
import sys
parser = argparse.ArgumentParser(
description="Descubre instancias de Jupyter Lab activas."
)
parser.add_argument(
"--registry-root",
default="",
help="Raiz del fn_registry (default: FN_REGISTRY_ROOT env o cwd)",
)
parser.add_argument(
"--port",
dest="ports",
type=int,
action="append",
metavar="PORT",
help="Puerto a escanear (puede repetirse). Default: .jupyter-port + 8888-8892",
)
parser.add_argument(
"--json",
action="store_true",
help="Emitir salida en JSON",
)
args = parser.parse_args()
instances = jupyter_discover(
registry_root=args.registry_root,
ports=args.ports,
)
if args.json:
print(json.dumps(instances, indent=2))
sys.exit(0)
if not instances:
print("No se encontraron instancias de Jupyter Lab activas.")
sys.exit(0)
for inst in instances:
label = f" analysis: {inst['analysis']}" if inst["analysis"] else ""
collab = "colaborativo" if inst["collaborative"] else "estandar"
print(f"Jupyter Lab en {inst['url']} [{collab}]{label}")
if inst["kernels"]:
print(f" Kernels ({len(inst['kernels'])}):")
for k in inst["kernels"]:
print(f" - {k['name']} estado={k['execution_state']} id={k['id'][:8]}...")
else:
print(" Kernels: ninguno")
if inst["sessions"]:
print(f" Sesiones ({len(inst['sessions'])}):")
for s in inst["sessions"]:
print(f" - {s['notebook']} kernel={s['kernel_id'][:8]}... estado={s['kernel_state']}")
else:
print(" Sesiones: ninguna")
print()