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| import streamlit as st | |
| tabs = st.tabs(["metrics", "plots", "reports"]) | |
| tab_metrics = tabs[0] | |
| with tab_metrics: | |
| st.metric("Precision", 0.85, delta=0.2) | |
| st.metric("Recall", 0.60, delta=-0.1) |
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| import streamlit as st | |
| tabs = st.tabs(["metrics", "plots", "reports"]) |
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| import os | |
| import tweepy | |
| from dotenv import load_dotenv | |
| load_dotenv() | |
| bearer_token = os.environ["BEARER_TOKEN"] | |
| class MyStreamer(tweepy.StreamingClient): | |
| def on_tweet(self, tweet): |
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| extracted_pages = [] | |
| for page in tweepy.Cursor(api.search_tweets, | |
| "Ukraine", | |
| lang="en", | |
| count=50).pages(5): | |
| extracted_pages.append(page) | |
| extracted_tweets_from_pages = [] |
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| import os | |
| import tweepy | |
| from dotenv import load_dotenv | |
| consumer_key = os.environ["API_KEY"] | |
| consumer_secret = os.environ["API_KEY_SECRET"] | |
| access_token = os.environ["ACCESS_TOKEN"] | |
| access_token_secret = os.environ["ACCESS_TOKEN_SECRET"] | |
| auth = tweepy.OAuth1UserHandler( |
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| import os | |
| import tweepy | |
| from dotenv import load_dotenv | |
| consumer_key = os.environ["API_KEY"] | |
| consumer_secret = os.environ["API_KEY_SECRET"] | |
| access_token = os.environ["ACCESS_TOKEN"] | |
| access_token_secret = os.environ["ACCESS_TOKEN_SECRET"] | |
| auth = tweepy.OAuth1UserHandler( |
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| import os | |
| import tweepy | |
| from dotenv import load_dotenv | |
| consumer_key = os.environ["API_KEY"] | |
| consumer_secret = os.environ["API_KEY_SECRET"] | |
| access_token = os.environ["ACCESS_TOKEN"] | |
| access_token_secret = os.environ["ACCESS_TOKEN_SECRET"] | |
| auth = tweepy.OAuth1UserHandler( |
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| from flask import Flask | |
| app = Flask(__name__) | |
| @app.route("/") | |
| def hello_world(): | |
| return "<p>Hello, World!</p>" | |
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| FROM python:3.7-slim-buster | |
| WORKDIR /usr/src/app | |
| COPY requirements.txt ./ | |
| RUN pip install --no-cache-dir -r requirements.txt | |
| COPY . . |
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| import random | |
| import numpy as np | |
| import torch | |
| random.seed(seed) | |
| torch.manual_seed(0) | |
| np.random.seed(0) | |
| torch.backends.cudnn.deterministic = True | |
| torch.backends.cudnn.benchmark = False |