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tweet.py
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tweet.py
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import os
from io import BytesIO
import re
import random
import tweepy
from google.cloud import firestore
from datetime import datetime, time, timedelta
import pytz
from flask import Flask, request, render_template, session, redirect, url_for, jsonify
import unicodedata
from twitter_text import parse_tweet, extract_urls_with_indices
from requests.adapters import HTTPAdapter
from requests.packages.urllib3.util.retry import Retry
import requests
import tiktoken
from PIL import Image
from tweet_functions import run_conversation
TWEET1_API_KEY = os.getenv('TWEET1_API_KEY')
TWEET1_API_KEY_SECRET = os.getenv('TWEET1_API_KEY_SECRET')
TWEET1_ACCESS_TOKEN = os.getenv('TWEET1_ACCESS_TOKEN')
TWEET1_ACCESS_TOKEN_SECRET = os.getenv('TWEET1_ACCESS_TOKEN_SECRET')
TWEET2_API_KEY = os.getenv('TWEET2_API_KEY')
TWEET2_API_KEY_SECRET = os.getenv('TWEET2_API_KEY_SECRET')
TWEET2_ACCESS_TOKEN = os.getenv('TWEET2_ACCESS_TOKEN')
TWEET2_ACCESS_TOKEN_SECRET = os.getenv('TWEET2_ACCESS_TOKEN_SECRET')
DATABASE_NAME = os.getenv('DATABASE_NAME')
REQUIRED_ENV_VARS = [
"TWEET1_SYSTEM_PROMPT",
"TWEET1_ORDER_PROMPT",
"TWEET1_MAX_CHARACTER_COUNT",
"TWEET1_OVERLAY_ON",
"TWEET1_OVERLAY_URL",
"TWEET1_REGENERATE_ORDER",
"TWEET2_SYSTEM_PROMPT",
"TWEET2_ORDER_PROMPT",
"TWEET2_MAX_CHARACTER_COUNT",
"TWEET2_OVERLAY_ON",
"TWEET2_OVERLAY_URL"
"TWEET2_REGENERATE_ORDER",
"TWEET_AI_MODEL",
]
DEFAULT_ENV_VARS = {}
# Firestore クライアントの初期化
try:
db = firestore.Client(database=DATABASE_NAME)
except Exception as e:
print(f"Error creating Firestore client: {e}")
raise
def reload_settings():
global nowDate, nowDateStr, jst, TWEET_AI_MODEL, DEFAULT_USER_ID
global tweet_regenerate_order, TWEET_REGENERATE_COUNT, tweet_system_prompt, tweet_order_prompt, tweet_max_character_count, tweet_overlay_url
global TWEET1_SYSTEM_PROMPT, TWEET1_ORDER_PROMPT, TWEET1_MAX_CHARACTER_COUNT, TWEET1_OVERLAY_ON, TWEET1_OVERLAY_URL, TWEET1_REGENERATE_ORDER, tweet1_order_prompt
global TWEET2_SYSTEM_PROMPT, TWEET2_ORDER_PROMPT, TWEET2_MAX_CHARACTER_COUNT, TWEET2_OVERLAY_ON, TWEET2_OVERLAY_URL, TWEET2_REGENERATE_ORDER, tweet2_order_prompt
jst = pytz.timezone('Asia/Tokyo')
nowDate = datetime.now(jst)
nowDateStr = nowDate.strftime('%Y年%m月%d日 %H:%M:%S')
TWEET_AI_MODEL = get_setting('TWEET_AI_MODEL')
TWEET1_SYSTEM_PROMPT = get_setting('TWEET1_SYSTEM_PROMPT')
TWEET1_ORDER_PROMPT = get_setting('TWEET1_ORDER_PROMPT')
if TWEET1_ORDER_PROMPT:
TWEET1_ORDER_PROMPT = TWEET1_ORDER_PROMPT.split(',')
else:
TWEET1_ORDER_PROMPT = []
TWEET1_MAX_CHARACTER_COUNT = int(get_setting('TWEET1_MAX_CHARACTER_COUNT') or 0)
TWEET1_OVERLAY_ON = get_setting('TWEET1_OVERLAY_ON')
TWEET1_OVERLAY_URL = get_setting('TWEET1_OVERLAY_URL')
TWEET1_REGENERATE_ORDER = get_setting('TWEET1_REGENERATE_ORDER')
TWEET2_SYSTEM_PROMPT = get_setting('TWEET2_SYSTEM_PROMPT')
TWEET2_ORDER_PROMPT = get_setting('TWEET2_ORDER_PROMPT')
if TWEET2_ORDER_PROMPT:
TWEET2_ORDER_PROMPT = TWEET2_ORDER_PROMPT.split(',')
else:
TWEET2_ORDER_PROMPT = []
TWEET2_MAX_CHARACTER_COUNT = int(get_setting('TWEET2_MAX_CHARACTER_COUNT') or 0)
TWEET2_OVERLAY_ON = get_setting('TWEET2_OVERLAY_ON')
TWEET2_OVERLAY_URL = get_setting('TWEET2_OVERLAY_URL')
TWEET2_REGENERATE_ORDER = get_setting('TWEET2_REGENERATE_ORDER')
TWEET_REGENERATE_COUNT = int(get_setting('TWEET_REGENERATE_COUNT') or 5)
DEFAULT_USER_ID = get_setting('DEFAULT_USER_ID')
if TWEET1_ORDER_PROMPT:
tweet1_order_prompt = random.choice(TWEET1_ORDER_PROMPT)
tweet1_order_prompt = tweet1_order_prompt.strip()
if TWEET2_ORDER_PROMPT:
tweet2_order_prompt = random.choice(TWEET2_ORDER_PROMPT)
tweet2_order_prompt = tweet2_order_prompt.strip()
if '{nowDateStr}' in tweet1_order_prompt:
tweet1_order_prompt = tweet1_order_prompt.format(nowDateStr=nowDateStr)
if '{nowDateStr}' in tweet2_order_prompt:
tweet2_order_prompt = tweet2_order_prompt.format(nowDateStr=nowDateStr)
def get_setting(key):
doc_ref = db.collection(u'settings').document('app_settings')
doc = doc_ref.get()
if doc.exists:
doc_dict = doc.to_dict()
if key not in doc_dict:
# If the key does not exist in the document, use the default value
default_value = DEFAULT_ENV_VARS.get(key, "")
doc_ref.set({key: default_value}, merge=True) # Add the new setting to the database
return default_value
else:
return doc_dict.get(key)
else:
# If the document does not exist, create it using the default settings
save_default_settings()
return DEFAULT_ENV_VARS.get(key, "")
def get_setting_user(user_id, key):
doc_ref = db.collection(u'users').document(user_id)
doc = doc_ref.get()
if doc.exists:
doc_dict = doc.to_dict()
if key not in doc_dict:
doc_ref.set({'start_free_day': start_free_day}, merge=True)
return ''
else:
return doc_dict.get(key)
else:
return ''
def save_default_settings():
doc_ref = db.collection(u'settings').document('app_settings')
doc_ref.set(DEFAULT_ENV_VARS, merge=True)
def update_setting(key, value):
doc_ref = db.collection(u'settings').document('app_settings')
doc_ref.update({key: value})
#reload_settings()
def response_filter(bot_reply):
# パターン定義
pattern101 = r"\[.*\]\((https?://[^\]]+)\)"
pattern102 = r"!\[.*\]\(.*\.jpg\)|!\[.*\]\(.*\.png\)"
pattern103 = r"\[画像.*\]"
pattern104 = r"\(.*\.jpg\)|\(.*\.png\)"
pattern105 = r"!\[.*\]\(http.*\.(jpg|png)\)"
pattern106 = r"\[参照元URL\]\((.*?)\)"
pattern107 = r"\n(http[s]?://[^\s]+)"
pattern108 = r"https://[^\s]+\.(jpg|png)"
pattern109 = r"\[参照元\]\((.*?)\)"
pattern110 = r"\[参照元[:：](https?://[^\]]+)\]"
pattern111 = r"参照元: (http[s]?://[^\s]+)"
pattern112 = r"「"
pattern113 = r"」"
pattern114 = r"【"
pattern115 = r"】"
pattern116 = r"\["
pattern117 = r"\]"
pattern118 = r"描いたイラストの"
pattern119 = r"参照元[:：]"
pattern120 = r"参照元➡️"
pattern121 = r"参照元👉"
pattern122 = r"参照元URL:"
pattern123 = r"参照元はこちら:"
pattern124 = r"詳細はこちら[➡️→]"
pattern125 = r"参照元はこちら➡️"
pattern126 = r"参照元はこちら👉"
pattern127 = r"参照元はこちら→"
pattern128 = r"詳細[:：]"
pattern129 = r"\\n"
pattern130 = r"参照元[:：].*?\((https?://[^\)]+)\)"
pattern201 = r"Tweet:"
pattern202 = r"Full article:"
pattern203 = r"learn more:"
pattern204 = r"More info:"
pattern205 = r"Tweeted with full URL:"
pattern206 = r"Read more:"
pattern207 = r"Reference:"
pattern208 = r"Source:"
pattern209 = r"Learn more! 👉"
pattern210 = r"Learn more:"
# パターンに基づいてテキストをフィルタリング
bot_reply = re.sub(pattern101, r" \1", bot_reply).strip()
bot_reply = re.sub(pattern102, "", bot_reply).strip()
bot_reply = re.sub(pattern103, "", bot_reply).strip()
bot_reply = re.sub(pattern104, "", bot_reply).strip()
bot_reply = re.sub(pattern105, "", bot_reply).strip()
bot_reply = re.sub(pattern106, r" \1", bot_reply).strip()
bot_reply = re.sub(pattern107, r" \1", bot_reply).strip()
bot_reply = re.sub(pattern108, "", bot_reply).strip()
bot_reply = re.sub(pattern109, r" \1", bot_reply).strip()
bot_reply = re.sub(pattern110, r" \1", bot_reply).strip()
bot_reply = re.sub(pattern111, r" \1", bot_reply).strip()
bot_reply = re.sub(pattern112, " ", bot_reply).strip()
bot_reply = re.sub(pattern113, "", bot_reply).strip()
bot_reply = re.sub(pattern114, " ", bot_reply).strip()
bot_reply = re.sub(pattern115, "", bot_reply).strip()
bot_reply = re.sub(pattern116, " ", bot_reply).strip()
bot_reply = re.sub(pattern117, "", bot_reply).strip()
bot_reply = re.sub(pattern118, "", bot_reply).strip()
bot_reply = re.sub(pattern119, " ", bot_reply).strip()
bot_reply = re.sub(pattern120, " ", bot_reply).strip()
bot_reply = re.sub(pattern121, " ", bot_reply).strip()
bot_reply = re.sub(pattern122, " ", bot_reply).strip()
bot_reply = re.sub(pattern123, " ", bot_reply).strip()
bot_reply = re.sub(pattern124, " ", bot_reply).strip()
bot_reply = re.sub(pattern125, " ", bot_reply).strip()
bot_reply = re.sub(pattern126, " ", bot_reply).strip()
bot_reply = re.sub(pattern127, " ", bot_reply).strip()
bot_reply = re.sub(pattern128, " ", bot_reply).strip()
bot_reply = re.sub(pattern129, " ", bot_reply).strip()
bot_reply = re.sub(pattern130, r" \1", bot_reply).strip()
bot_reply = re.sub(pattern201, " ", bot_reply).strip()
bot_reply = re.sub(pattern202, " ", bot_reply).strip()
bot_reply = re.sub(pattern203, " ", bot_reply).strip()
bot_reply = re.sub(pattern204, " ", bot_reply).strip()
bot_reply = re.sub(pattern205, " ", bot_reply).strip()
bot_reply = re.sub(pattern206, " ", bot_reply).strip()
bot_reply = re.sub(pattern207, " ", bot_reply).strip()
bot_reply = re.sub(pattern208, " ", bot_reply).strip()
bot_reply = re.sub(pattern209, " ", bot_reply).strip()
bot_reply = re.sub(pattern210, " ", bot_reply).strip()
response = re.sub(r"\n{2,}", "\n", bot_reply)
return response.rstrip('\n')
def response_filter1(bot_reply):
response = re.sub(r"#\S+", "", bot_reply, count=1)
return response.rstrip('\n')
def overlay_transparent_image(base_image, overlay_image, position=(0, 0)):
base_image.paste(overlay_image, position, overlay_image)
return base_image
def get_image_with_retry(url, max_retries=3, backoff_factor=0.3):
session = requests.Session()
retries = Retry(total=max_retries, backoff_factor=backoff_factor, status_forcelist=[500, 502, 503, 504])
session.mount('https://', HTTPAdapter(max_retries=retries))
try:
response = session.get(url)
response.raise_for_status() # これにより、応答がHTTPエラーコードの場合に例外が発生します
return Image.open(BytesIO(response.content))
except requests.exceptions.RequestException as e:
print(f"Error fetching image from {url}: {e}")
return None
def generate_tweet(tweet_no, user_id, bot_reply, retry_count=0, public_img_url=[]):
reload_settings()
r_bot_reply = bot_reply
print(f"initiated {tweet_no}. user ID: {user_id}, retry_count: {retry_count}, bot_reply: {bot_reply}, public_img_url: {public_img_url}")
if tweet_no == 'tweet1':
tweet_system_prompt = TWEET1_SYSTEM_PROMPT
tweet_order_prompt = tweet1_order_prompt
tweet_max_character_count = TWEET1_MAX_CHARACTER_COUNT
tweet_overlay_url = TWEET1_OVERLAY_URL
tweet_regenerate_order = TWEET1_REGENERATE_ORDER
auth = tweepy.OAuthHandler(TWEET1_API_KEY, TWEET1_API_KEY_SECRET)
auth.set_access_token(TWEET1_ACCESS_TOKEN, TWEET1_ACCESS_TOKEN_SECRET)
api = tweepy.API(auth)
client = tweepy.Client(
consumer_key = TWEET1_API_KEY,
consumer_secret = TWEET1_API_KEY_SECRET,
access_token = TWEET1_ACCESS_TOKEN,
access_token_secret = TWEET1_ACCESS_TOKEN_SECRET
)
else:
tweet_system_prompt = TWEET2_SYSTEM_PROMPT
tweet_order_prompt = tweet2_order_prompt
tweet_max_character_count = TWEET2_MAX_CHARACTER_COUNT
tweet_overlay_url = TWEET2_OVERLAY_URL
tweet_regenerate_order = TWEET2_REGENERATE_ORDER
auth = tweepy.OAuthHandler(TWEET2_API_KEY, TWEET2_API_KEY_SECRET)
auth.set_access_token(TWEET2_ACCESS_TOKEN, TWEET2_ACCESS_TOKEN_SECRET)
api = tweepy.API(auth)
client = tweepy.Client(
consumer_key = TWEET2_API_KEY,
consumer_secret = TWEET2_API_KEY_SECRET,
access_token = TWEET2_ACCESS_TOKEN,
access_token_secret = TWEET2_ACCESS_TOKEN_SECRET
)
if retry_count >= TWEET_REGENERATE_COUNT:
print(f"{tweet_no} Exceeded maximum retry attempts.")
return
# OpenAI API へのリクエスト
messages_for_api = [
{'role': 'system', 'content': tweet_system_prompt}
]
if retry_count == 0:
messages_for_api.append({'role': 'user', 'content': tweet_order_prompt + "\n" + bot_reply})
else:
# Retry
bot_reply = response_filter1(bot_reply)
messages_for_api.append({'role': 'user', 'content': tweet_regenerate_order + "\n" + bot_reply})
print(f"{tweet_no} initiate re run_conversation. messages_for_api: {messages_for_api}")
response = run_conversation(TWEET_AI_MODEL, messages_for_api)
bot_reply = response.choices[0].message.content
print(f"before filtered bot_reply: {bot_reply}")
bot_reply = response_filter(bot_reply)
print(f"{tweet_no} bot_reply: {bot_reply}, public_img_url: {public_img_url}")
character_count = int(parse_tweet(bot_reply).weightedLength)
print(f"{tweet_no} character_count: {character_count}")
extract_url = extract_urls_with_indices(bot_reply)
if extract_url:
print(f"extract_url:{extract_url}")
else:
print(f"URL is not include tweet.")
#URLが含まれなくてもやり直さない。
#generate_tweet(tweet_no, user_id, r_bot_reply, retry_count + 1, public_img_url)
#return
if 1 <= character_count <= tweet_max_character_count:
if public_img_url:
# Check if public_img_url is a file path or URL
if public_img_url.startswith('http://') or public_img_url.startswith('https://'):
# URL case
print(f"public_img_url is a URL: {public_img_url}")
base_img = get_image_with_retry(public_img_url)
elif os.path.exists(public_img_url):
# Local file path case
print(f"public_img_url is a local file: {public_img_url}")
base_img = Image.open(public_img_url)
else:
print(f"Invalid public_img_url: {public_img_url}")
overlay_img = None
combined_img = None
if tweet_no == "tweet1" and TWEET1_OVERLAY_ON == 'True':
print(f"combined overlay image. tweet_no:{tweet_no}, TWEET1_OVERLAY_ON:{TWEET1_OVERLAY_ON}")
overlay_img = get_image_with_retry(tweet_overlay_url)
combined_img = overlay_transparent_image(base_img, overlay_img)
elif tweet_no == "tweet2" and TWEET2_OVERLAY_ON == 'True':
print(f"combined overlay image. tweet_no:{tweet_no}, TWEET2_OVERLAY_ON:{TWEET2_OVERLAY_ON}")
overlay_img = get_image_with_retry(tweet_overlay_url)
combined_img = overlay_transparent_image(base_img, overlay_img)
else:
print(f"not combined overlay image. tweet_no:{tweet_no}, TWEET1_OVERLAY_ON:{TWEET1_OVERLAY_ON}, TWEET2_OVERLAY_ON:{TWEET2_OVERLAY_ON}")
combined_img = base_img
# オーバーレイされた画像をアップロード
img_data = BytesIO()
combined_img.save(img_data, format='PNG')
img_data.seek(0)
media = api.media_upload(filename='image.png', file=img_data)
# Tweet with image
response = client.create_tweet(text=bot_reply, media_ids=[media.media_id])
print(f"{tweet_no} response : {response} and image")
else:
response = client.create_tweet(text = bot_reply)
print(f"final {tweet_no} response : {response}")
else:
print(f"character_count is {character_count}. {tweet_no} is retrying...")
generate_tweet(tweet_no, user_id, bot_reply, retry_count + 1, public_img_url)
return