Implement indexing into Apache Druid #1
21
db.py
21
db.py
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@ -1,12 +1,13 @@
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import json
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from pprint import pprint
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import manticoresearch
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from manticoresearch.rest import ApiException
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from redis import StrictRedis
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import util
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from schemas.mc_s import schema
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import ujson
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from numpy import array_split
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from math import ceil
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configuration = manticoresearch.Configuration(host="http://monolith-db-1:9308")
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api_client = manticoresearch.ApiClient(configuration)
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api_instance = manticoresearch.IndexApi(api_client)
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@ -39,7 +40,7 @@ def store_message(msg):
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]
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body_post = ""
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for item in body:
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body_post += json.dumps(item)
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body_post += ujson.dumps(item)
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body_post += "\n"
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#print(body_post)
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@ -50,12 +51,15 @@ def store_message(msg):
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except ApiException as e:
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print("Exception when calling IndexApi->bulk: %s\n" % e)
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async def store_message_bulk(messages):
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def store_message_bulk(data):
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"""
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Store a message into Manticore
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:param msg: dict
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"""
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print("BULK", len(messages))
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print("BULK", len(data))
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split_posts = array_split(data, ceil(len(data) / 10000))
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for messages in split_posts:
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print("PROCESSING SPLIT OF", len(messages), "MESSAGES")
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total = []
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for msg in messages:
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# normalise fields
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@ -77,7 +81,7 @@ async def store_message_bulk(messages):
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body_post = ""
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for item in total:
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body_post += json.dumps(item)
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body_post += ujson.dumps(item)
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body_post += "\n"
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#print(body_post)
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@ -87,6 +91,9 @@ async def store_message_bulk(messages):
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#print(api_response)
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except ApiException as e:
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print("Exception when calling IndexApi->bulk: %s\n" % e)
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print("FINISHED PROCESSING SPLIT")
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print("BULK FINISH")
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def update_schema():
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pass
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@ -17,7 +17,7 @@ services:
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db:
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image: manticoresearch/manticore
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restart: always
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expose:
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ports:
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- 9308
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- 9312
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ulimits:
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@ -10,6 +10,27 @@ services:
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- .env
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volumes_from:
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- tmp
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depends_on:
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- db
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db:
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image: manticoresearch/manticore
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restart: always
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ports:
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- 9308
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- 9312
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ulimits:
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nproc: 65535
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nofile:
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soft: 65535
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hard: 65535
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memlock:
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soft: -1
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hard: -1
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environment:
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- MCL=1
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volumes:
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- ./docker/data:/var/lib/manticore
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tmp:
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image: busybox
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@ -5,3 +5,5 @@ siphashc
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aiohttp[speedups]
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python-dotenv
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manticoresearch
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numpy
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ujson
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@ -6,4 +6,5 @@ siphashc
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aiohttp[speedups]
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python-dotenv
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manticoresearch
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numpy
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ujson
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@ -1,11 +1,9 @@
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# Python modules can't start with a number...
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import json
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import ujson
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import random
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import string
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from datetime import datetime
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from typing import Any, Dict
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import treq
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from bs4 import BeautifulSoup
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from siphashc import siphash
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@ -14,6 +12,11 @@ import util
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from schemas.ch4_s import ATTRMAP
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import aiohttp
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import asyncio
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from numpy import array_split
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from math import ceil
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from concurrent.futures import ProcessPoolExecutor
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p = ProcessPoolExecutor(10)
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class Chan4(object):
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"""
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@ -25,7 +28,8 @@ class Chan4(object):
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self.log = util.get_logger(name)
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self.api_endpoint = "https://a.4cdn.org"
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self.boards = ["out"]
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#self.boards = ["out", "g", "a", "3", "pol"] #
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self.boards = []
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self.thread_list = {}
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#self.thread_deferreds = []
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@ -48,13 +52,13 @@ class Chan4(object):
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await self.get_board_list()
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async def get_board_list(self):
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# responses = await self.api_call({"_": "boards.json"})
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# for mapped, response in responses:
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# if not response:
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# continue
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# for board in response["boards"]:
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# self.boards.append(board["board"])
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# self.log.debug(f"Got boards: {self.boards}")
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responses = await self.api_call({"_": "boards.json"})
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for mapped, response in responses:
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if not response:
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continue
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for board in response["boards"]:
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self.boards.append(board["board"])
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self.log.debug(f"Got boards: {self.boards}")
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await self.get_thread_lists(self.boards)
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@ -82,19 +86,43 @@ class Chan4(object):
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self.log.debug(f"Getting information for threads: {thread_urls}")
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responses = await self.api_call(thread_urls)
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self.log.debug(f"Got information for threads: {thread_urls}")
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all_posts = {}
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for mapped, response in responses:
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if not response:
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continue
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board, thread = mapped
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self.log.debug(f"Got thread content for thread {thread} on board {board}")
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await self.handle_posts(board, thread, response["posts"])
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all_posts[mapped] = response["posts"]
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async def handle_posts(self, board, thread, posts):
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for index, post in enumerate(posts):
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posts[index]["type"] = "msg"
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# Split into 10,000 chunks
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# split_posts = array_split(all_posts, ceil(len(all_posts) / 10000))
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# print("SPLIT CHUNK", len(split_posts))
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# for posts in split_posts:
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# with futures.ThreadPoolExecutor(max_workers=6) as executor:
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# print("SUBMITTED THREAD FOR", len(posts))
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# executor.submit(self.handle_posts, board, thread, posts)
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#await self.handle_posts(board, thread, response["posts"])
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#await asyncio.sleep(1)
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await self.handle_posts_thread(all_posts)
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@asyncio.coroutine
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def handle_posts_thread(self, posts):
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loop = asyncio.get_event_loop()
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print("HANDLE POSTS THREAD", len(posts.keys()))
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yield from loop.run_in_executor(p, self.handle_posts, posts)
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def handle_posts(self, posts):
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print("HANDLE POSTS START")
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to_store = []
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for key, post_list in posts.items():
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board, thread = key
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print("PROCESSING BOARD", board, "THREAD", thread)
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print("POSTS HERE", len(post_list))
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for index, post in enumerate(post_list):
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posts[key][index]["type"] = "msg"
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# Calculate hash for post
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post_normalised = json.dumps(post, sort_keys=True)
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post_normalised = ujson.dumps(post, sort_keys=True)
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hash = siphash(self.hash_key, post_normalised)
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hash = str(hash)
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redis_key = f"cache.{board}.{thread}.{post['no']}"
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@ -102,17 +130,17 @@ class Chan4(object):
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if key_content:
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key_content = key_content.decode("ascii")
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if key_content == hash:
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return
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continue
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else:
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posts[index]["type"] = "update"
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db.r.set(redis_key, hash)
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posts[key][index]["type"] = "update"
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#db.r.set(redis_key, hash)
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for key, value in list(post.items()):
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if key in ATTRMAP:
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post[ATTRMAP[key]] = posts[index][key]
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del posts[index][key]
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for key2, value in list(post.items()):
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if key2 in ATTRMAP:
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post[ATTRMAP[key2]] = posts[key][index][key2]
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del posts[key][index][key2]
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if "ts" in post:
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old_time = posts[index]["ts"]
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old_time = posts[key][index]["ts"]
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# '08/30/22(Tue)02:25:37'
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time_spl = old_time.split(":")
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if len(time_spl) == 3:
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@ -120,21 +148,28 @@ class Chan4(object):
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else:
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old_ts = datetime.strptime(old_time, "%m/%d/%y(%a)%H:%M")
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new_ts = old_ts.isoformat()
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posts[index]["ts"] = new_ts
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posts[key][index]["ts"] = new_ts
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if "msg" in post:
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soup = BeautifulSoup(posts[index]["msg"], "html.parser")
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soup = BeautifulSoup(posts[key][index]["msg"], "html.parser")
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msg = soup.get_text(separator="\n")
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posts[index]["msg"] = msg
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posts[key][index]["msg"] = msg
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posts[index]["src"] = "4ch"
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posts[key][index]["src"] = "4ch"
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to_store.append(posts[key][index])
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# print({name_map[name]: val for name, val in post.items()})
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#print(f"Got posts: {len(posts)}")
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await db.store_message_bulk(posts)
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print("HANDLE POSTS DONE")
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db.store_message_bulk(to_store)
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print("STORE DB DONE")
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async def fetch(self, url, session, mapped):
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async with session.get(url) as response:
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try:
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return (mapped, await response.json())
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except:
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print("FETCH ERROR")
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return (mapped, None)
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async def bound_fetch(self, sem, url, session, mapped):
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@ -143,6 +178,7 @@ class Chan4(object):
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try:
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return await self.fetch(url, session, mapped)
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except:
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print("BOUND ERROR")
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return (mapped, None)
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async def api_call(self, methods={}):
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