attachment class
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+37
-8
@@ -1,4 +1,13 @@
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from sqlalchemy import create_engine, Column, Integer, String, JSON, Uuid
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from uuid import UUID
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import os
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from typing import Any, Optional
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from sqlalchemy import ForeignKey
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from sqlalchemy.orm import Mapped
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from sqlalchemy.orm import mapped_column
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from sqlalchemy.orm import DeclarativeBase
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from sqlalchemy.orm import relationship
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from db.base import Base
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@@ -6,10 +15,30 @@ from db.base import Base
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class Attachment(Base):
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__tablename__ = 'attachments'
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id = Column(Uuid, primary_key=True)
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msg_id = Column(Integer, nullable=False, index=True)
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attributes = Column(JSON, nullable=False)
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vision = Column(JSON, nullable=False)
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message = Column(JSON, nullable=False)
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guild = Column(JSON, nullable=False)
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channel = Column(JSON, nullable=False)
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# can be multiple attachments on a msg
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# so we make our own ids for attachments
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id: Mapped[UUID] = mapped_column(primary_key=True)
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msg_id: Mapped[int] = mapped_column(nullable=False, index=True)
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url: Mapped[str]
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message: Mapped[dict[str, Any]]
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guild: Mapped[dict[str, Any]]
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channel: Mapped[dict[str, Any]]
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vision: Mapped[Optional[dict[str, Any]]] = mapped_column(default=None)
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def file_details(self) -> tuple[str, str]:
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return os.path.splitext(os.path.basename(self.url))
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def object_name(self) -> str:
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(filename, ext) = self.file_details()
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if self.convert_to_webp():
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return f"{self.id}.webp"
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return f"{id}{ext}"
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def convert_to_webp(self) -> bool:
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(filename, ext) = self.file_details()
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convert_extensions = ['jpg', 'png', 'jpeg', 'webp']
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return ext.lower()[1:] in convert_extensions
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+10
-2
@@ -1,3 +1,11 @@
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from sqlalchemy.ext.declarative import declarative_base
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from typing import Any
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Base = declarative_base()
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from sqlalchemy.orm import DeclarativeBase
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from sqlalchemy.orm import MappedAsDataclass
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from sqlalchemy.types import JSON
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class Base(DeclarativeBase, MappedAsDataclass):
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type_annotation_map = {
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dict[str, Any]: JSON,
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list[str]: JSON,
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}
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+11
-5
@@ -1,4 +1,10 @@
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from sqlalchemy import Column, Integer, String, JSON, Uuid
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from typing import List
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from sqlalchemy import ForeignKey
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from sqlalchemy.orm import Mapped
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from sqlalchemy.orm import mapped_column
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from sqlalchemy.orm import DeclarativeBase
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from sqlalchemy.orm import relationship
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from db.base import Base
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@@ -6,7 +12,7 @@ from db.base import Base
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class Meme(Base):
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__tablename__ = 'memes'
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id = Column(Uuid, primary_key=True)
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url = Column(String, nullable=False)
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text = Column(String, nullable=False)
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tags = Column(JSON, nullable=False)
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id: Mapped[int] = mapped_column(primary_key=True)
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url: Mapped[str] = mapped_column(nullable=False)
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text: Mapped[str] = mapped_column(nullable=False)
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tags: Mapped[list[str]] = mapped_column(nullable=False)
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@@ -1,12 +1,13 @@
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import os
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import asyncio
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import json
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import itertools
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from urllib3.util import parse_url
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from pathlib import Path
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from io import BytesIO
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from dataclasses import dataclass
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from uuid import uuid4, UUID
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from typing import Dict, Any, List
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import aiohttp
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@@ -24,6 +25,8 @@ from urllib3.util import Url, url
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from sqlalchemy import create_engine
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from db.migrate import migrate_db
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from db.attachment import Attachment
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from db.meme import Meme
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# need to change the env for the google api calls
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load_dotenv()
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@@ -53,7 +56,7 @@ class MemeDocument:
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id: UUID
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url: Url
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text: str
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tags: List[str]
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tags: list[str]
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def detect_text(url, vision):
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request = {
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@@ -93,68 +96,85 @@ async def download_channel_attachments(session, storage, vision, channel_id):
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async with session.get(url, headers=headers) as res:
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return await res.json()
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async def upload_object(object_name, body):
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storage_bucket = config['STORAGE_BUCKET']
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if not storage_bucket:
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raise RuntimeError(f"config missing STORAGE_BUCKET")
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return await storage.put_object(Bucket=storage_bucket, Key=object_name, Body=body)
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async def download_attachment(
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session: aiohttp.ClientSession,
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storage: S3Client,
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url: Url,
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message,
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attachment: Attachment
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):
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# there's a big param of some kind after the image url that we remove
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if not url.path:
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raise RuntimeError(f"url missing path url={url}")
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storage_bucket = config['UPLOAD_BUCKET']
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if not storage_bucket:
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raise RuntimeError(f"config missing UPLOAD_BUCKET")
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(filename, ext) = os.path.splitext(os.path.basename(url.path))
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# TODO
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# FILTER WANTED TYPES
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id = uuid4()
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async with session.get(url.url) as response:
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async with session.get(attachment.url) as response:
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if response.status == 200:
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# make a webp conversion for obvious image types
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convert_extensions = ['jpg', 'png', 'jpeg', 'webp']
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res_bytes = await response.read()
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object_name: str
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# trim the .
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if ext.lower()[1:] in convert_extensions:
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(filename, ext) = attachment.file_details()
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object_name = attachment.object_name()
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print(f"uploading object_name={object_name} filename={filename} ext={ext}")
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if attachment.convert_to_webp():
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image = Image.open(BytesIO(res_bytes))
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webp_output = BytesIO()
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image.save(webp_output, format='WebP')
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webp_output.seek(0)
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return await upload_object(object_name=object_name, body=webp_output)
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object_name = f"{id}.webp"
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print(f"uploading object_name={object_name} filename={filename} ext={ext}")
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return await storage.put_object(Bucket=storage_bucket, Key=object_name, Body=webp_output)
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return await upload_object(object_name=object_name, body=res_bytes)
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object_name = f"{id}{ext}"
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print(f"uploading object_name={object_name} filename={filename} ext={ext}")
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return await storage.put_object(Bucket=storage_bucket, Key=object_name, Body=res_bytes)
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def create_attachments(message, channel, guild):
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urls = [parse_url(attachment['url']) for attachment in message['attachments']]
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# add discord id to server processed msgs list
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# if there then nothing to do
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def generate_attachment(url: Url):
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if not url.path:
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return None
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# return MemeDocument(
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# id=id,
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# url=self.upload_url,
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# text=self.text or '',
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# tags=[self.guild_name, self.channel_name],
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# )
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(filename, ext) = os.path.splitext(os.path.basename(url.path))
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extensions = ['jpg', 'png', 'jpeg', 'webp', 'mov', 'gif', 'mp4']
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if ext.lower()[1:] not in extensions:
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return None
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return Attachment(
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id=uuid4(),
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msg_id=int(message['id']),
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message=message,
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guild=guild,
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url=url.url,
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channel=channel
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)
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return [generate_attachment(url) for url in urls]
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channel = await fetch_channel(channel_id)
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guild = await fetch_guild_details(channel['guild_id'])
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print(f"Fetching messages for channel guild={guild['name']} name={channel['name']} id={channel['id']}")
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messages = await fetch_channel_messages(channel_id)
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urls_and_messages = filter_message_img_urls(messages)
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tasks = [download_attachment(session, storage, url, message) for (url, message) in urls_and_messages]
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await asyncio.gather(*tasks)
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# at this point we have the channel messages, the guild (server) and channel info
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# first thing we have to do is parse out the urls in the msg attachments
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# once we have those we can generate where we should put them in our storage
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# should only persist them later once the processing is done
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attachment_groups = [create_attachments(message, channel, guild) for message in messages]
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# super wack flatmap and filter
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attachments = list(filter(None, itertools.chain.from_iterable(attachment_groups)))
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# NOW
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# -------------------
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# insert attachment
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# upload to s3
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# fetch vision for relevant attachments
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# create meme from attachment and vision
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# insert meme
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# add documents to meili
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# tasks = [download_attachment(session, storage, url, message) for (url, message) in urls_and_messages]
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# await asyncio.gather(*tasks)
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# [attachment.detect_text(vision) for attachment in attachments]
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# [attachment.persist() for attachment in attachments]
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@@ -184,32 +204,32 @@ async def main():
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# db setup
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db_url = config['POSTGRES_URL']
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db_engine = create_engine(db_url)
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db_engine = create_engine(db_url, echo=True)
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migrate_db(db_engine, db_url)
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# aioboto = aiobotocore_get_session()
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# async with aioboto.create_client(
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# 's3',
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# endpoint_url=config['STORAGE_URL'],
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# aws_access_key_id=config['STORAGE_ACCESS_KEY'],
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# aws_secret_access_key=config['STORAGE_SECRET_KEY'],
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# ) as storage:
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# storage: S3Client
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aioboto = aiobotocore_get_session()
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async with aioboto.create_client(
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's3',
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endpoint_url=config['STORAGE_URL'],
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aws_access_key_id=config['STORAGE_ACCESS_KEY'],
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aws_secret_access_key=config['STORAGE_SECRET_KEY'],
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) as storage:
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storage: S3Client
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# storage_bucket = config['UPLOAD_BUCKET']
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# assert storage_bucket
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storage_bucket = config['STORAGE_BUCKET']
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assert storage_bucket
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# # Make the bucket if it doesn't exist.
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# exists = await check_bucket_exists(storage, storage_bucket)
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# if not exists:
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# await storage.create_bucket(Bucket=storage_bucket)
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# print("Created bucket", storage_bucket)
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# else:
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# print("Bucket", storage_bucket, "already exists")
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# Make the bucket if it doesn't exist.
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exists = await check_bucket_exists(storage, storage_bucket)
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if not exists:
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await storage.create_bucket(Bucket=storage_bucket)
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print("Created bucket", storage_bucket)
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else:
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print("Bucket", storage_bucket, "already exists")
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# async with aiohttp.ClientSession() as session:
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# channels = [download_channel_attachments(session, storage, vision, channel_id) for channel_id in CHANNEL_IDS]
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# memes = await asyncio.gather(*channels)
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async with aiohttp.ClientSession() as session:
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channels = [download_channel_attachments(session, storage, vision, channel_id) for channel_id in CHANNEL_IDS]
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memes = await asyncio.gather(*channels)
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asyncio.run(main())
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@@ -4,6 +4,8 @@ google-cloud-vision
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meilisearch
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pillow
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aiobotocore
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types-aiobotocore-s3
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sqlalchemy
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alembic
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psycopg2-binary
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