This commit is contained in:
hackish 2023-08-14 15:30:24 -07:00
commit c09e02c441
15 changed files with 500 additions and 0 deletions

0
snowscraper/__init__.py Normal file
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snowscraper/api.py Normal file
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from fastapi import APIRouter
app = APIRouter()

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snowscraper/cli.py Normal file
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import argparse
import asyncio
import sys
from datetime import datetime
from datetime import timezone
from types import FrameType
import uvicorn
import uvloop
from .controller import import_scrapers
from .controller import run_all
app_fastapi = None
app_rocketry = None
class SnowScraper(uvicorn.Server):
def handle_exit(self, sig: int, frame: FrameType) -> None:
print("Shutting down SnowScraper")
return super().handle_exit(sig, frame)
async def start_server() -> None:
print("Starting SnowScraper")
server = SnowScraper(config=uvicorn.Config(app_fastapi, workers=1, loop="uvloop"))
fastapi = asyncio.create_task(server.serve())
rocket = asyncio.create_task(app_rocketry.serve())
app_rocketry.task
await asyncio.wait([rocket, fastapi], return_when=asyncio.FIRST_COMPLETED)
def main(args: argparse.Namespace) -> None:
global app_fastapi, app_rocketry
from .scheduler import app as app_rocketry
from .webserver import app as app_fastapi
import_scrapers()
run_all(args)
if sys.version_info >= (3, 11):
with asyncio.Runner(loop_factory=uvloop.new_event_loop) as runner:
runner.run(start_server())
else:
uvloop.install()
asyncio.run(start_server())
def run():
parser = argparse.ArgumentParser(description="Snowflake scraper")
parser.add_argument(
"--after",
type=str,
required=False,
default=None,
help="Scrape only after a specific date in the format 'MM-DD-YYYY' in UTC",
)
args = parser.parse_args()
if args.after:
try:
args.after = datetime.strptime(args.after, "%m-%d-%Y").replace(tzinfo=timezone.utc)
except ValueError:
print(f"Error: The 'after' argument should be in the format MM-DD-YYYY. You provided: {args.after}")
sys.exit(1)
main(args)
if __name__ == "__main__":
run()

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snowscraper/controller.py Normal file
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import argparse
import importlib
import pkgutil
from pathlib import Path
SCRAPERS = {}
def register_scraper(cls):
SCRAPERS[cls.__name__] = cls
return cls
def run_all(args: argparse.Namespace):
for scraper_cls in SCRAPERS.values():
scraper = scraper_cls(after=args.after)
scraper.scrape()
def import_scrapers():
directory = Path(__file__).resolve().parent / "scrapers"
for module_loader, name, ispkg in pkgutil.iter_modules([directory]):
importlib.import_module(f".scrapers.{name}", __package__)

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snowscraper/helpers.py Normal file
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from datetime import datetime
def string_to_datetime(date_string):
"""
Convert a date string to a datetime object.
This function supports the following formats:
- ISO 8601 with and without timezone offset: e.g., '2023-08-02T09:27:54-05:00' or '2023-08-07T18:32:05.537Z'
- RFC 1123: e.g., 'Mon, 07 Aug 2023 18:32:05 GMT'
Args:
- date_string (str): The date string to convert
Returns:
- datetime.datetime: The datetime representation of the provided date string.
Raises:
- ValueError: If the provided date string doesn't match any of the supported formats.
"""
try:
# First, try ISO 8601 format
if "Z" in date_string:
return datetime.fromisoformat(date_string.replace("Z", "+00:00"))
return datetime.fromisoformat(date_string)
except ValueError:
pass
try:
# Then, try RFC 1123 format
return datetime.strptime(date_string, "%a, %d %b %Y %H:%M:%S %Z")
except ValueError:
pass
# If neither format matches, raise an exception
raise ValueError(f"Unsupported date format: {date_string}")

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snowscraper/scheduler.py Normal file
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from rocketry import Rocketry
app = Rocketry(execution="async")
if __name__ == "__main__":
app.run()

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snowscraper/scraper.py Normal file
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from abc import ABC
from abc import abstractmethod
class BaseScraper(ABC):
def run(self, validate=True):
self.scraped_json = self._scrape()
self.transformed_json = self._transform(self.scraped_json)
if validate:
self.validate()
return self.transformed_json
def validate(self):
if not self.transformed_json:
return self.transformed_json
@abstractmethod
def scrape(self):
pass
@abstractmethod
def transform(self):
pass

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from datetime import datetime
from datetime import timezone
import feedparser
from ..controller import register_scraper
from ..helpers import string_to_datetime
from ..scraper import BaseScraper
@register_scraper
class MediumScraper(BaseScraper):
url = "https://medium.com/feed/snowflake"
def __init__(self, after=datetime(1970, 1, 1, tzinfo=timezone.utc), *args, **kwargs):
super(MediumScraper, self).__init__(*args, **kwargs)
self.data = {}
self.after = after
def scrape(self):
print("Scraping Medium")
for entry in feedparser.parse(MediumScraper.url)["entries"]:
updated = string_to_datetime(entry["updated"])
if updated > self.after:
self.data[entry["link"]] = {
"title": entry["title"],
"published": string_to_datetime(entry["published"]),
"updated": updated,
}
print(self.data)
return self.data
def transform(self):
return self.data

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from datetime import datetime
from datetime import timezone
import scrapy
from scrapy.crawler import CrawlerProcess
from ..controller import register_scraper
from ..scraper import BaseScraper
from snowscraper.helpers import string_to_datetime
QuickStartsURL = "https://quickstarts.snowflake.com/"
@register_scraper
class QuickstartScraper(BaseScraper, scrapy.Spider):
name = "snowflakespider"
def __init__(self, after=datetime(1970, 1, 1, tzinfo=timezone.utc), *args, **kwargs):
super(QuickstartScraper, self).__init__(*args, **kwargs)
self.data = {}
self.after = after
def start_requests(self):
yield scrapy.Request(url=QuickStartsURL, callback=self.parse)
def scrape(self):
print("Scraping Quickstarts")
process = CrawlerProcess({"LOG_LEVEL": "ERROR"})
process.crawl(QuickstartScraper, after=self.after)
process.start()
def parse(self, response):
for card in response.css("card-sorter#cards > a.codelab-card"):
updated = string_to_datetime(card.attrib["data-updated"])
if updated > self.after:
print(f"Updated: {updated} > {self.after}")
key = QuickStartsURL.rstrip("/") + card.attrib["href"]
self.data[key] = {
"title": card.attrib["data-title"],
"updated": updated,
"tags": card.attrib["data-tags"],
}
print(key, self.data[key])
yield self.data[key]
def transform(self):
return self.data

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from datetime import datetime
from datetime import timezone
from ..controller import register_scraper
from ..scraper import BaseScraper
@register_scraper
class YoutubeScraper(BaseScraper):
def __init__(self, after=datetime(1970, 1, 1, tzinfo=timezone.utc), *args, **kwargs):
super(YoutubeScraper, self).__init__(*args, **kwargs)
self.data = {}
self.after = after
def scrape(self):
print("Scraping YouTube... Unimplemented")
self.data = {}
def transform(self):
return self.data

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snowscraper/webserver.py Normal file
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from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
from .api import app as api_v1
app = FastAPI()
app.add_middleware(CORSMiddleware, allow_origins=["*"], allow_methods=["GET"], allow_headers=["*"])
app.include_router(api_v1, prefix="/api/v1")
if __name__ == "__main__":
app.run()