panda/bettafish-company
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Uploading the AI Crawler System: MindSpider

Browse Source
This commit is contained in:
戒酒的李白
2025-08-27 13:49:07 +08:00
parent 822bad557f
commit 587e709e82
174 changed files with 34562 additions and 25 deletions
Download Patch File Download Diff File Expand all files Collapse all files
MindSpider/DeepSentimentCrawling/MediaCrawler/store/zhihu/__init__.py
+117
View File
@@ -0,0 +1,117 @@
# 声明：本代码仅供学习和研究目的使用。使用者应遵守以下原则：
# 1. 不得用于任何商业用途。
# 2. 使用时应遵守目标平台的使用条款和robots.txt规则。
# 3. 不得进行大规模爬取或对平台造成运营干扰。
# 4. 应合理控制请求频率，避免给目标平台带来不必要的负担。
# 5. 不得用于任何非法或不当的用途。
#
# 详细许可条款请参阅项目根目录下的LICENSE文件。
# 使用本代码即表示您同意遵守上述原则和LICENSE中的所有条款。
# -*- coding: utf-8 -*-
from typing import List
import config
from base.base_crawler import AbstractStore
from model.m_zhihu import ZhihuComment, ZhihuContent, ZhihuCreator
from store.zhihu.zhihu_store_impl import (ZhihuCsvStoreImplement,
ZhihuDbStoreImplement,
ZhihuJsonStoreImplement,
ZhihuSqliteStoreImplement)
from tools import utils
from var import source_keyword_var
class ZhihuStoreFactory:
STORES = {
"csv": ZhihuCsvStoreImplement,
"db": ZhihuDbStoreImplement,
"json": ZhihuJsonStoreImplement,
"sqlite": ZhihuSqliteStoreImplement
}
@staticmethod
def create_store() -> AbstractStore:
store_class = ZhihuStoreFactory.STORES.get(config.SAVE_DATA_OPTION)
if not store_class:
raise ValueError("[ZhihuStoreFactory.create_store] Invalid save option only supported csv or db or json or sqlite ...")
return store_class()
async def batch_update_zhihu_contents(contents: List[ZhihuContent]):
"""
批量更新知乎内容
Args:
contents:
Returns:
"""
if not contents:
return
for content_item in contents:
await update_zhihu_content(content_item)
async def update_zhihu_content(content_item: ZhihuContent):
"""
更新知乎内容
Args:
content_item:
Returns:
"""
content_item.source_keyword = source_keyword_var.get()
local_db_item = content_item.model_dump()
local_db_item.update({"last_modify_ts": utils.get_current_timestamp()})
utils.logger.info(f"[store.zhihu.update_zhihu_content] zhihu content: {local_db_item}")
await ZhihuStoreFactory.create_store().store_content(local_db_item)
async def batch_update_zhihu_note_comments(comments: List[ZhihuComment]):
"""
批量更新知乎内容评论
Args:
comments:
Returns:
"""
if not comments:
return
for comment_item in comments:
await update_zhihu_content_comment(comment_item)
async def update_zhihu_content_comment(comment_item: ZhihuComment):
"""
更新知乎内容评论
Args:
comment_item:
Returns:
"""
local_db_item = comment_item.model_dump()
local_db_item.update({"last_modify_ts": utils.get_current_timestamp()})
utils.logger.info(f"[store.zhihu.update_zhihu_note_comment] zhihu content comment:{local_db_item}")
await ZhihuStoreFactory.create_store().store_comment(local_db_item)
async def save_creator(creator: ZhihuCreator):
"""
保存知乎创作者信息
Args:
creator:
Returns:
"""
if not creator:
return
local_db_item = creator.model_dump()
local_db_item.update({"last_modify_ts": utils.get_current_timestamp()})
await ZhihuStoreFactory.create_store().store_creator(local_db_item)
MindSpider/DeepSentimentCrawling/MediaCrawler/store/zhihu/zhihu_store_impl.py
+318
View File
@@ -0,0 +1,318 @@
# 声明：本代码仅供学习和研究目的使用。使用者应遵守以下原则：
# 1. 不得用于任何商业用途。
# 2. 使用时应遵守目标平台的使用条款和robots.txt规则。
# 3. 不得进行大规模爬取或对平台造成运营干扰。
# 4. 应合理控制请求频率，避免给目标平台带来不必要的负担。
# 5. 不得用于任何非法或不当的用途。
#
# 详细许可条款请参阅项目根目录下的LICENSE文件。
# 使用本代码即表示您同意遵守上述原则和LICENSE中的所有条款。
# -*- coding: utf-8 -*-
import asyncio
import csv
import json
import os
import pathlib
from typing import Dict
import aiofiles
import config
from base.base_crawler import AbstractStore
from tools import utils, words
from var import crawler_type_var
def calculate_number_of_files(file_store_path: str) -> int:
"""计算数据保存文件的前部分排序数字，支持每次运行代码不写到同一个文件中
Args:
file_store_path;
Returns:
file nums
"""
if not os.path.exists(file_store_path):
return 1
try:
return max([int(file_name.split("_")[0]) for file_name in os.listdir(file_store_path)]) + 1
except ValueError:
return 1
class ZhihuCsvStoreImplement(AbstractStore):
csv_store_path: str = "data/zhihu"
file_count: int = calculate_number_of_files(csv_store_path)
def make_save_file_name(self, store_type: str) -> str:
"""
make save file name by store type
Args:
store_type: contents or comments
Returns: eg: data/zhihu/search_comments_20240114.csv ...
"""
return f"{self.csv_store_path}/{self.file_count}_{crawler_type_var.get()}_{store_type}_{utils.get_current_date()}.csv"
async def save_data_to_csv(self, save_item: Dict, store_type: str):
"""
Below is a simple way to save it in CSV format.
Args:
save_item: save content dict info
store_type: Save type contains content and comments（contents | comments）
Returns: no returns
"""
pathlib.Path(self.csv_store_path).mkdir(parents=True, exist_ok=True)
save_file_name = self.make_save_file_name(store_type=store_type)
async with aiofiles.open(save_file_name, mode='a+', encoding="utf-8-sig", newline="") as f:
f.fileno()
writer = csv.writer(f)
if await f.tell() == 0:
await writer.writerow(save_item.keys())
await writer.writerow(save_item.values())
async def store_content(self, content_item: Dict):
"""
Zhihu content CSV storage implementation
Args:
content_item: note item dict
Returns:
"""
await self.save_data_to_csv(save_item=content_item, store_type="contents")
async def store_comment(self, comment_item: Dict):
"""
Zhihu comment CSV storage implementation
Args:
comment_item: comment item dict
Returns:
"""
await self.save_data_to_csv(save_item=comment_item, store_type="comments")
async def store_creator(self, creator: Dict):
"""
Zhihu content CSV storage implementation
Args:
creator: creator dict
Returns:
"""
await self.save_data_to_csv(save_item=creator, store_type="creator")
class ZhihuDbStoreImplement(AbstractStore):
async def store_content(self, content_item: Dict):
"""
Zhihu content DB storage implementation
Args:
content_item: content item dict
Returns:
"""
from .zhihu_store_sql import (add_new_content,
query_content_by_content_id,
update_content_by_content_id)
note_id = content_item.get("note_id")
note_detail: Dict = await query_content_by_content_id(content_id=note_id)
if not note_detail:
content_item["add_ts"] = utils.get_current_timestamp()
await add_new_content(content_item)
else:
await update_content_by_content_id(note_id, content_item=content_item)
async def store_comment(self, comment_item: Dict):
"""
Zhihu content DB storage implementation
Args:
comment_item: comment item dict
Returns:
"""
from .zhihu_store_sql import (add_new_comment,
query_comment_by_comment_id,
update_comment_by_comment_id)
comment_id = comment_item.get("comment_id")
comment_detail: Dict = await query_comment_by_comment_id(comment_id=comment_id)
if not comment_detail:
comment_item["add_ts"] = utils.get_current_timestamp()
await add_new_comment(comment_item)
else:
await update_comment_by_comment_id(comment_id, comment_item=comment_item)
async def store_creator(self, creator: Dict):
"""
Zhihu content DB storage implementation
Args:
creator: creator dict
Returns:
"""
from .zhihu_store_sql import (add_new_creator,
query_creator_by_user_id,
update_creator_by_user_id)
user_id = creator.get("user_id")
user_detail: Dict = await query_creator_by_user_id(user_id)
if not user_detail:
creator["add_ts"] = utils.get_current_timestamp()
await add_new_creator(creator)
else:
await update_creator_by_user_id(user_id, creator)
class ZhihuJsonStoreImplement(AbstractStore):
json_store_path: str = "data/zhihu/json"
words_store_path: str = "data/zhihu/words"
lock = asyncio.Lock()
file_count: int = calculate_number_of_files(json_store_path)
WordCloud = words.AsyncWordCloudGenerator()
def make_save_file_name(self, store_type: str) -> (str, str):
"""
make save file name by store type
Args:
store_type: Save type contains content and comments（contents | comments）
Returns:
"""
return (
f"{self.json_store_path}/{crawler_type_var.get()}_{store_type}_{utils.get_current_date()}.json",
f"{self.words_store_path}/{crawler_type_var.get()}_{store_type}_{utils.get_current_date()}"
)
async def save_data_to_json(self, save_item: Dict, store_type: str):
"""
Below is a simple way to save it in json format.
Args:
save_item: save content dict info
store_type: Save type contains content and comments（contents | comments）
Returns:
"""
pathlib.Path(self.json_store_path).mkdir(parents=True, exist_ok=True)
pathlib.Path(self.words_store_path).mkdir(parents=True, exist_ok=True)
save_file_name, words_file_name_prefix = self.make_save_file_name(store_type=store_type)
save_data = []
async with self.lock:
if os.path.exists(save_file_name):
async with aiofiles.open(save_file_name, 'r', encoding='utf-8') as file:
save_data = json.loads(await file.read())
save_data.append(save_item)
async with aiofiles.open(save_file_name, 'w', encoding='utf-8') as file:
await file.write(json.dumps(save_data, ensure_ascii=False, indent=4))
if config.ENABLE_GET_COMMENTS and config.ENABLE_GET_WORDCLOUD:
try:
await self.WordCloud.generate_word_frequency_and_cloud(save_data, words_file_name_prefix)
except:
pass
async def store_content(self, content_item: Dict):
"""
content JSON storage implementation
Args:
content_item:
Returns:
"""
await self.save_data_to_json(content_item, "contents")
async def store_comment(self, comment_item: Dict):
"""
comment JSON storage implementation
Args:
comment_item:
Returns:
"""
await self.save_data_to_json(comment_item, "comments")
async def store_creator(self, creator: Dict):
"""
Zhihu content JSON storage implementation
Args:
creator: creator dict
Returns:
"""
await self.save_data_to_json(creator, "creator")
class ZhihuSqliteStoreImplement(AbstractStore):
async def store_content(self, content_item: Dict):
"""
Zhihu content SQLite storage implementation
Args:
content_item: content item dict
Returns:
"""
from .zhihu_store_sql import (add_new_content,
query_content_by_content_id,
update_content_by_content_id)
note_id = content_item.get("note_id")
note_detail: Dict = await query_content_by_content_id(content_id=note_id)
if not note_detail:
content_item["add_ts"] = utils.get_current_timestamp()
await add_new_content(content_item)
else:
await update_content_by_content_id(note_id, content_item=content_item)
async def store_comment(self, comment_item: Dict):
"""
Zhihu comment SQLite storage implementation
Args:
comment_item: comment item dict
Returns:
"""
from .zhihu_store_sql import (add_new_comment,
query_comment_by_comment_id,
update_comment_by_comment_id)
comment_id = comment_item.get("comment_id")
comment_detail: Dict = await query_comment_by_comment_id(comment_id=comment_id)
if not comment_detail:
comment_item["add_ts"] = utils.get_current_timestamp()
await add_new_comment(comment_item)
else:
await update_comment_by_comment_id(comment_id, comment_item=comment_item)
async def store_creator(self, creator: Dict):
"""
Zhihu creator SQLite storage implementation
Args:
creator: creator dict
Returns:
"""
from .zhihu_store_sql import (add_new_creator,
query_creator_by_user_id,
update_creator_by_user_id)
user_id = creator.get("user_id")
user_detail: Dict = await query_creator_by_user_id(user_id)
if not user_detail:
creator["add_ts"] = utils.get_current_timestamp()
await add_new_creator(creator)
else:
await update_creator_by_user_id(user_id, creator)
MindSpider/DeepSentimentCrawling/MediaCrawler/store/zhihu/zhihu_store_sql.py
+156
View File
@@ -0,0 +1,156 @@
# 声明：本代码仅供学习和研究目的使用。使用者应遵守以下原则：
# 1. 不得用于任何商业用途。
# 2. 使用时应遵守目标平台的使用条款和robots.txt规则。
# 3. 不得进行大规模爬取或对平台造成运营干扰。
# 4. 应合理控制请求频率，避免给目标平台带来不必要的负担。
# 5. 不得用于任何非法或不当的用途。
#
# 详细许可条款请参阅项目根目录下的LICENSE文件。
# 使用本代码即表示您同意遵守上述原则和LICENSE中的所有条款。
# -*- coding: utf-8 -*-
from typing import Dict, List, Union
from async_db import AsyncMysqlDB
from async_sqlite_db import AsyncSqliteDB
from var import media_crawler_db_var
async def query_content_by_content_id(content_id: str) -> Dict:
"""
查询一条内容记录（zhihu的帖子 ｜ 抖音的视频 ｜ 微博 ｜ 快手视频 ...）
Args:
content_id:
Returns:
"""
async_db_conn: Union[AsyncMysqlDB, AsyncSqliteDB] = media_crawler_db_var.get()
sql: str = f"select * from zhihu_content where content_id = '{content_id}'"
rows: List[Dict] = await async_db_conn.query(sql)
if len(rows) > 0:
return rows[0]
return dict()
async def add_new_content(content_item: Dict) -> int:
"""
新增一条内容记录（zhihu的帖子 ｜ 抖音的视频 ｜ 微博 ｜ 快手视频 ...）
Args:
content_item:
Returns:
"""
async_db_conn: Union[AsyncMysqlDB, AsyncSqliteDB] = media_crawler_db_var.get()
last_row_id: int = await async_db_conn.item_to_table("zhihu_content", content_item)
return last_row_id
async def update_content_by_content_id(content_id: str, content_item: Dict) -> int:
"""
更新一条记录（zhihu的帖子 ｜ 抖音的视频 ｜ 微博 ｜ 快手视频 ...）
Args:
content_id:
content_item:
Returns:
"""
async_db_conn: Union[AsyncMysqlDB, AsyncSqliteDB] = media_crawler_db_var.get()
effect_row: int = await async_db_conn.update_table("zhihu_content", content_item, "content_id", content_id)
return effect_row
async def query_comment_by_comment_id(comment_id: str) -> Dict:
"""
查询一条评论内容
Args:
comment_id:
Returns:
"""
async_db_conn: Union[AsyncMysqlDB, AsyncSqliteDB] = media_crawler_db_var.get()
sql: str = f"select * from zhihu_comment where comment_id = '{comment_id}'"
rows: List[Dict] = await async_db_conn.query(sql)
if len(rows) > 0:
return rows[0]
return dict()
async def add_new_comment(comment_item: Dict) -> int:
"""
新增一条评论记录
Args:
comment_item:
Returns:
"""
async_db_conn: Union[AsyncMysqlDB, AsyncSqliteDB] = media_crawler_db_var.get()
last_row_id: int = await async_db_conn.item_to_table("zhihu_comment", comment_item)
return last_row_id
async def update_comment_by_comment_id(comment_id: str, comment_item: Dict) -> int:
"""
更新增一条评论记录
Args:
comment_id:
comment_item:
Returns:
"""
async_db_conn: Union[AsyncMysqlDB, AsyncSqliteDB] = media_crawler_db_var.get()
effect_row: int = await async_db_conn.update_table("zhihu_comment", comment_item, "comment_id", comment_id)
return effect_row
async def query_creator_by_user_id(user_id: str) -> Dict:
"""
查询一条创作者记录
Args:
user_id:
Returns:
"""
async_db_conn: Union[AsyncMysqlDB, AsyncSqliteDB] = media_crawler_db_var.get()
sql: str = f"select * from zhihu_creator where user_id = '{user_id}'"
rows: List[Dict] = await async_db_conn.query(sql)
if len(rows) > 0:
return rows[0]
return dict()
async def add_new_creator(creator_item: Dict) -> int:
"""
新增一条创作者信息
Args:
creator_item:
Returns:
"""
async_db_conn: Union[AsyncMysqlDB, AsyncSqliteDB] = media_crawler_db_var.get()
last_row_id: int = await async_db_conn.item_to_table("zhihu_creator", creator_item)
return last_row_id
async def update_creator_by_user_id(user_id: str, creator_item: Dict) -> int:
"""
更新一条创作者信息
Args:
user_id:
creator_item:
Returns:
"""
async_db_conn: Union[AsyncMysqlDB, AsyncSqliteDB] = media_crawler_db_var.get()
effect_row: int = await async_db_conn.update_table("zhihu_creator", creator_item, "user_id", user_id)
return effect_row