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import datetime | |
import json | |
import requests | |
from flask_login import current_user | |
from core.helper import encrypter | |
from core.rag.extractor.firecrawl.firecrawl_app import FirecrawlApp | |
from extensions.ext_redis import redis_client | |
from extensions.ext_storage import storage | |
from services.auth.api_key_auth_service import ApiKeyAuthService | |
class WebsiteService: | |
def document_create_args_validate(cls, args: dict): | |
if "url" not in args or not args["url"]: | |
raise ValueError("url is required") | |
if "options" not in args or not args["options"]: | |
raise ValueError("options is required") | |
if "limit" not in args["options"] or not args["options"]["limit"]: | |
raise ValueError("limit is required") | |
def crawl_url(cls, args: dict) -> dict: | |
provider = args.get("provider") | |
url = args.get("url") | |
options = args.get("options") | |
credentials = ApiKeyAuthService.get_auth_credentials(current_user.current_tenant_id, "website", provider) | |
if provider == "firecrawl": | |
# decrypt api_key | |
api_key = encrypter.decrypt_token( | |
tenant_id=current_user.current_tenant_id, token=credentials.get("config").get("api_key") | |
) | |
firecrawl_app = FirecrawlApp(api_key=api_key, base_url=credentials.get("config").get("base_url", None)) | |
crawl_sub_pages = options.get("crawl_sub_pages", False) | |
only_main_content = options.get("only_main_content", False) | |
if not crawl_sub_pages: | |
params = { | |
"crawlerOptions": { | |
"includes": [], | |
"excludes": [], | |
"generateImgAltText": True, | |
"limit": 1, | |
"returnOnlyUrls": False, | |
"pageOptions": {"onlyMainContent": only_main_content, "includeHtml": False}, | |
} | |
} | |
else: | |
includes = options.get("includes").split(",") if options.get("includes") else [] | |
excludes = options.get("excludes").split(",") if options.get("excludes") else [] | |
params = { | |
"crawlerOptions": { | |
"includes": includes or [], | |
"excludes": excludes or [], | |
"generateImgAltText": True, | |
"limit": options.get("limit", 1), | |
"returnOnlyUrls": False, | |
"pageOptions": {"onlyMainContent": only_main_content, "includeHtml": False}, | |
} | |
} | |
if options.get("max_depth"): | |
params["crawlerOptions"]["maxDepth"] = options.get("max_depth") | |
job_id = firecrawl_app.crawl_url(url, params) | |
website_crawl_time_cache_key = f"website_crawl_{job_id}" | |
time = str(datetime.datetime.now().timestamp()) | |
redis_client.setex(website_crawl_time_cache_key, 3600, time) | |
return {"status": "active", "job_id": job_id} | |
elif provider == "jinareader": | |
api_key = encrypter.decrypt_token( | |
tenant_id=current_user.current_tenant_id, token=credentials.get("config").get("api_key") | |
) | |
crawl_sub_pages = options.get("crawl_sub_pages", False) | |
if not crawl_sub_pages: | |
response = requests.get( | |
f"https://r.jina.ai/{url}", | |
headers={"Accept": "application/json", "Authorization": f"Bearer {api_key}"}, | |
) | |
if response.json().get("code") != 200: | |
raise ValueError("Failed to crawl") | |
return {"status": "active", "data": response.json().get("data")} | |
else: | |
response = requests.post( | |
"https://adaptivecrawl-kir3wx7b3a-uc.a.run.app", | |
json={ | |
"url": url, | |
"maxPages": options.get("limit", 1), | |
"useSitemap": options.get("use_sitemap", True), | |
}, | |
headers={ | |
"Content-Type": "application/json", | |
"Authorization": f"Bearer {api_key}", | |
}, | |
) | |
if response.json().get("code") != 200: | |
raise ValueError("Failed to crawl") | |
return {"status": "active", "job_id": response.json().get("data", {}).get("taskId")} | |
else: | |
raise ValueError("Invalid provider") | |
def get_crawl_status(cls, job_id: str, provider: str) -> dict: | |
credentials = ApiKeyAuthService.get_auth_credentials(current_user.current_tenant_id, "website", provider) | |
if provider == "firecrawl": | |
# decrypt api_key | |
api_key = encrypter.decrypt_token( | |
tenant_id=current_user.current_tenant_id, token=credentials.get("config").get("api_key") | |
) | |
firecrawl_app = FirecrawlApp(api_key=api_key, base_url=credentials.get("config").get("base_url", None)) | |
result = firecrawl_app.check_crawl_status(job_id) | |
crawl_status_data = { | |
"status": result.get("status", "active"), | |
"job_id": job_id, | |
"total": result.get("total", 0), | |
"current": result.get("current", 0), | |
"data": result.get("data", []), | |
} | |
if crawl_status_data["status"] == "completed": | |
website_crawl_time_cache_key = f"website_crawl_{job_id}" | |
start_time = redis_client.get(website_crawl_time_cache_key) | |
if start_time: | |
end_time = datetime.datetime.now().timestamp() | |
time_consuming = abs(end_time - float(start_time)) | |
crawl_status_data["time_consuming"] = f"{time_consuming:.2f}" | |
redis_client.delete(website_crawl_time_cache_key) | |
elif provider == "jinareader": | |
api_key = encrypter.decrypt_token( | |
tenant_id=current_user.current_tenant_id, token=credentials.get("config").get("api_key") | |
) | |
response = requests.post( | |
"https://adaptivecrawlstatus-kir3wx7b3a-uc.a.run.app", | |
headers={"Content-Type": "application/json", "Authorization": f"Bearer {api_key}"}, | |
json={"taskId": job_id}, | |
) | |
data = response.json().get("data", {}) | |
crawl_status_data = { | |
"status": data.get("status", "active"), | |
"job_id": job_id, | |
"total": len(data.get("urls", [])), | |
"current": len(data.get("processed", [])) + len(data.get("failed", [])), | |
"data": [], | |
"time_consuming": data.get("duration", 0) / 1000, | |
} | |
if crawl_status_data["status"] == "completed": | |
response = requests.post( | |
"https://adaptivecrawlstatus-kir3wx7b3a-uc.a.run.app", | |
headers={"Content-Type": "application/json", "Authorization": f"Bearer {api_key}"}, | |
json={"taskId": job_id, "urls": list(data.get("processed", {}).keys())}, | |
) | |
data = response.json().get("data", {}) | |
formatted_data = [ | |
{ | |
"title": item.get("data", {}).get("title"), | |
"source_url": item.get("data", {}).get("url"), | |
"description": item.get("data", {}).get("description"), | |
"markdown": item.get("data", {}).get("content"), | |
} | |
for item in data.get("processed", {}).values() | |
] | |
crawl_status_data["data"] = formatted_data | |
else: | |
raise ValueError("Invalid provider") | |
return crawl_status_data | |
def get_crawl_url_data(cls, job_id: str, provider: str, url: str, tenant_id: str) -> dict | None: | |
credentials = ApiKeyAuthService.get_auth_credentials(tenant_id, "website", provider) | |
# decrypt api_key | |
api_key = encrypter.decrypt_token(tenant_id=tenant_id, token=credentials.get("config").get("api_key")) | |
if provider == "firecrawl": | |
file_key = "website_files/" + job_id + ".txt" | |
if storage.exists(file_key): | |
data = storage.load_once(file_key) | |
if data: | |
data = json.loads(data.decode("utf-8")) | |
else: | |
firecrawl_app = FirecrawlApp(api_key=api_key, base_url=credentials.get("config").get("base_url", None)) | |
result = firecrawl_app.check_crawl_status(job_id) | |
if result.get("status") != "completed": | |
raise ValueError("Crawl job is not completed") | |
data = result.get("data") | |
if data: | |
for item in data: | |
if item.get("source_url") == url: | |
return item | |
return None | |
elif provider == "jinareader": | |
file_key = "website_files/" + job_id + ".txt" | |
if storage.exists(file_key): | |
data = storage.load_once(file_key) | |
if data: | |
data = json.loads(data.decode("utf-8")) | |
elif not job_id: | |
response = requests.get( | |
f"https://r.jina.ai/{url}", | |
headers={"Accept": "application/json", "Authorization": f"Bearer {api_key}"}, | |
) | |
if response.json().get("code") != 200: | |
raise ValueError("Failed to crawl") | |
return response.json().get("data") | |
else: | |
api_key = encrypter.decrypt_token(tenant_id=tenant_id, token=credentials.get("config").get("api_key")) | |
response = requests.post( | |
"https://adaptivecrawlstatus-kir3wx7b3a-uc.a.run.app", | |
headers={"Content-Type": "application/json", "Authorization": f"Bearer {api_key}"}, | |
json={"taskId": job_id}, | |
) | |
data = response.json().get("data", {}) | |
if data.get("status") != "completed": | |
raise ValueError("Crawl job is not completed") | |
response = requests.post( | |
"https://adaptivecrawlstatus-kir3wx7b3a-uc.a.run.app", | |
headers={"Content-Type": "application/json", "Authorization": f"Bearer {api_key}"}, | |
json={"taskId": job_id, "urls": list(data.get("processed", {}).keys())}, | |
) | |
data = response.json().get("data", {}) | |
for item in data.get("processed", {}).values(): | |
if item.get("data", {}).get("url") == url: | |
return item.get("data", {}) | |
else: | |
raise ValueError("Invalid provider") | |
def get_scrape_url_data(cls, provider: str, url: str, tenant_id: str, only_main_content: bool) -> dict | None: | |
credentials = ApiKeyAuthService.get_auth_credentials(tenant_id, "website", provider) | |
if provider == "firecrawl": | |
# decrypt api_key | |
api_key = encrypter.decrypt_token(tenant_id=tenant_id, token=credentials.get("config").get("api_key")) | |
firecrawl_app = FirecrawlApp(api_key=api_key, base_url=credentials.get("config").get("base_url", None)) | |
params = {"pageOptions": {"onlyMainContent": only_main_content, "includeHtml": False}} | |
result = firecrawl_app.scrape_url(url, params) | |
return result | |
else: | |
raise ValueError("Invalid provider") | |