230 lines
7.8 KiB
Python
230 lines
7.8 KiB
Python
# -*- coding: utf-8 -*-
|
||
# @Author : relakkes@gmail.com
|
||
# @Time : 2024/1/14 16:58
|
||
# @Desc : 小红书存储实现类
|
||
import asyncio
|
||
import csv
|
||
import json
|
||
import os
|
||
import pathlib
|
||
from typing import Dict
|
||
|
||
import aiofiles
|
||
from tortoise.contrib.pydantic import pydantic_model_creator
|
||
|
||
from base.base_crawler import AbstractStore
|
||
from tools import utils
|
||
from var import crawler_type_var
|
||
|
||
|
||
class XhsCsvStoreImplement(AbstractStore):
|
||
csv_store_path: str = "data/xhs"
|
||
|
||
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/xhs/search_comments_20240114.csv ...
|
||
|
||
"""
|
||
return f"{self.csv_store_path}/{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):
|
||
"""
|
||
Xiaohongshu 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):
|
||
"""
|
||
Xiaohongshu 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):
|
||
"""
|
||
Xiaohongshu content CSV storage implementation
|
||
Args:
|
||
creator: creator dict
|
||
|
||
Returns:
|
||
|
||
"""
|
||
await self.save_data_to_csv(save_item=creator, store_type="creator")
|
||
|
||
|
||
class XhsDbStoreImplement(AbstractStore):
|
||
async def store_content(self, content_item: Dict):
|
||
"""
|
||
Xiaohongshu content DB storage implementation
|
||
Args:
|
||
content_item: content item dict
|
||
|
||
Returns:
|
||
|
||
"""
|
||
from .xhs_store_db_types import XHSNote
|
||
note_id = content_item.get("note_id")
|
||
if not await XHSNote.filter(note_id=note_id).first():
|
||
content_item["add_ts"] = utils.get_current_timestamp()
|
||
note_pydantic = pydantic_model_creator(XHSNote, name="XHSPydanticCreate", exclude=('id',))
|
||
note_data = note_pydantic(**content_item)
|
||
note_pydantic.model_validate(note_data)
|
||
await XHSNote.create(**note_data.model_dump())
|
||
else:
|
||
note_pydantic = pydantic_model_creator(XHSNote, name="XHSPydanticUpdate", exclude=('id', 'add_ts'))
|
||
note_data = note_pydantic(**content_item)
|
||
note_pydantic.model_validate(note_data)
|
||
await XHSNote.filter(note_id=note_id).update(**note_data.model_dump())
|
||
|
||
async def store_comment(self, comment_item: Dict):
|
||
"""
|
||
Xiaohongshu content DB storage implementation
|
||
Args:
|
||
comment_item: comment item dict
|
||
|
||
Returns:
|
||
|
||
"""
|
||
from .xhs_store_db_types import XHSNoteComment
|
||
comment_id = comment_item.get("comment_id")
|
||
if not await XHSNoteComment.filter(comment_id=comment_id).first():
|
||
comment_item["add_ts"] = utils.get_current_timestamp()
|
||
comment_pydantic = pydantic_model_creator(XHSNoteComment, name="CommentPydanticCreate", exclude=('id',))
|
||
comment_data = comment_pydantic(**comment_item)
|
||
comment_pydantic.model_validate(comment_data)
|
||
await XHSNoteComment.create(**comment_data.model_dump())
|
||
else:
|
||
comment_pydantic = pydantic_model_creator(XHSNoteComment, name="CommentPydanticUpdate",
|
||
exclude=('id', 'add_ts',))
|
||
comment_data = comment_pydantic(**comment_item)
|
||
comment_pydantic.model_validate(comment_data)
|
||
await XHSNoteComment.filter(comment_id=comment_id).update(**comment_data.model_dump())
|
||
|
||
async def store_creator(self, creator: Dict):
|
||
"""
|
||
Xiaohongshu content DB storage implementation
|
||
Args:
|
||
creator: creator dict
|
||
|
||
Returns:
|
||
|
||
"""
|
||
from .xhs_store_db_types import XhsCreator
|
||
user_id = creator.get("user_id")
|
||
if not await XhsCreator.filter(user_id=user_id).first():
|
||
creator["add_ts"] = utils.get_current_timestamp()
|
||
creator["last_modify_ts"] = creator["add_ts"]
|
||
creator_pydantic = pydantic_model_creator(XhsCreator, name="CreatorPydanticCreate", exclude=('id',))
|
||
creator_data = creator_pydantic(**creator)
|
||
creator_pydantic.model_validate(creator_data)
|
||
await XhsCreator.create(**creator_data.model_dump())
|
||
else:
|
||
creator["last_modify_ts"] = utils.get_current_timestamp()
|
||
creator_pydantic = pydantic_model_creator(XhsCreator, name="CreatorPydanticUpdate", exclude=('id', 'add_ts',))
|
||
creator_data = creator_pydantic(**creator)
|
||
creator_pydantic.model_validate(creator_data)
|
||
await XhsCreator.filter(user_id=user_id).update(**creator_data.model_dump())
|
||
|
||
|
||
class XhsJsonStoreImplement(AbstractStore):
|
||
json_store_path: str = "data/xhs"
|
||
lock = asyncio.Lock()
|
||
|
||
def make_save_file_name(self, store_type: 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"
|
||
|
||
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)
|
||
save_file_name = 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))
|
||
|
||
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 implementatio
|
||
Args:
|
||
comment_item:
|
||
|
||
Returns:
|
||
|
||
"""
|
||
await self.save_data_to_json(comment_item, "comments")
|
||
|
||
async def store_creator(self, creator: Dict):
|
||
"""
|
||
Xiaohongshu content JSON storage implementation
|
||
Args:
|
||
creator: creator dict
|
||
|
||
Returns:
|
||
|
||
"""
|
||
await self.save_data_to_json(creator, "creator") |