langflow/src/backend/langflow/components/data/APIRequest.py
2024-03-08 16:05:53 -03:00

120 lines
3.7 KiB
Python

import asyncio
import json
from typing import List, Optional
import httpx
from langflow import CustomComponent
from langflow.schema import Record
class APIRequest(CustomComponent):
display_name: str = "API Request"
description: str = "Make an HTTP request to the given URL."
output_types: list[str] = ["Record"]
documentation: str = "https://docs.langflow.org/components/utilities#api-request"
field_config = {
"urls": {"display_name": "URLs", "info": "The URLs to make the request to."},
"method": {
"display_name": "Method",
"info": "The HTTP method to use.",
"field_type": "str",
"options": ["GET", "POST", "PATCH", "PUT"],
"value": "GET",
},
"headers": {
"display_name": "Headers",
"info": "The headers to send with the request.",
"input_types": ["dict"],
},
"body": {
"display_name": "Body",
"info": "The body to send with the request (for POST, PATCH, PUT).",
"input_types": ["dict"],
},
"timeout": {
"display_name": "Timeout",
"field_type": "int",
"info": "The timeout to use for the request.",
"value": 5,
},
}
async def make_request(
self,
client: httpx.AsyncClient,
method: str,
url: str,
headers: Optional[dict] = None,
body: Optional[dict] = None,
timeout: int = 5,
) -> Record:
method = method.upper()
if method not in ["GET", "POST", "PATCH", "PUT", "DELETE"]:
raise ValueError(f"Unsupported method: {method}")
data = body if body else None
payload = json.dumps(data)
try:
response = await client.request(
method, url, headers=headers, content=payload, timeout=timeout
)
try:
result = response.json()
except Exception:
result = response.text
return Record(
data={
"source": url,
"headers": headers,
"status_code": response.status_code,
"result": result,
},
)
except httpx.TimeoutException:
return Record(
data={
"source": url,
"headers": headers,
"status_code": 408,
"error": "Request timed out",
},
)
except Exception as exc:
return Record(
data={
"source": url,
"headers": headers,
"status_code": 500,
"error": str(exc),
},
)
async def build(
self,
method: str,
urls: List[str],
headers: Optional[dict] = None,
body: Optional[List[Record]] = None,
timeout: int = 5,
) -> List[Record]:
if headers is None:
headers = {}
bodies = []
if body:
if isinstance(body, list):
bodies = [b.data for b in body]
else:
bodies = [body.data]
if len(urls) != len(bodies):
# add bodies with None
bodies += [None] * (len(urls) - len(bodies))
async with httpx.AsyncClient() as client:
results = await asyncio.gather(
*[
self.make_request(client, method, u, headers, rec, timeout)
for u, rec in zip(urls, bodies)
]
)
self.status = results
return results