import json import urllib.request from typing import List, Optional from langchain_core.documents import Document from langchain_core.utils import get_from_env, stringify_dict from langchain_community.document_loaders.base import BaseLoader STRIPE_ENDPOINTS = { "balance_transactions": "https://api.stripe.com/v1/balance_transactions", "charges": "https://api.stripe.com/v1/charges", "customers": "https://api.stripe.com/v1/customers", "events": "https://api.stripe.com/v1/events", "refunds": "https://api.stripe.com/v1/refunds", "disputes": "https://api.stripe.com/v1/disputes", } class StripeLoader(BaseLoader): """Load from `Stripe` API.""" def __init__(self, resource: str, access_token: Optional[str] = None) -> None: """Initialize with a resource and an access token. Args: resource: The resource. access_token: The access token. """ self.resource = resource access_token = access_token or get_from_env( "access_token", "STRIPE_ACCESS_TOKEN" ) self.headers = {"Authorization": f"Bearer {access_token}"} def _make_request(self, url: str) -> List[Document]: request = urllib.request.Request(url, headers=self.headers) with urllib.request.urlopen(request) as response: json_data = json.loads(response.read().decode()) text = stringify_dict(json_data) metadata = {"source": url} return [Document(page_content=text, metadata=metadata)] def _get_resource(self) -> List[Document]: endpoint = STRIPE_ENDPOINTS.get(self.resource) if endpoint is None: return [] return self._make_request(endpoint) def load(self) -> List[Document]: return self._get_resource()