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import io |
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import os |
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import streamlit as st |
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import requests |
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import zipfile |
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from azure.storage.blob import BlobServiceClient |
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from azure.core.credentials import AzureKeyCredential |
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from azure.ai.translation.document import DocumentTranslationClient |
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from dotenv import load_dotenv |
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load_dotenv() |
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st.title("Azure Translation Tools") |
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uploaded_files = st.file_uploader("Upload files to start the process", accept_multiple_files=True) |
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langs = ( |
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'id - Indonesian', |
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'en - English', |
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'es - Spanish', |
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'zh - Chinese', |
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'ar - Arabic', |
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'fr - French', |
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'ru - Russian', |
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'hi - Hindi', |
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'pt - Portuguese', |
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'de - German', |
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'ms - Malay', |
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'ta - Tamil', |
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'ko - Korean', |
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'th - Thai', |
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) |
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lang = st.selectbox('Target language selection:', langs, key='lang') |
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lang_id = lang.split()[0] |
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lang_name = lang.split()[-1] |
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if uploaded_files: |
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submit = st.button("Get Result", key='submit') |
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if uploaded_files and submit: |
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zip_buffer = io.BytesIO() |
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with zipfile.ZipFile(zip_buffer, 'w') as zip_file: |
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progress_bar = st.progress(0) |
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for idx, uploaded_file in enumerate(uploaded_files): |
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file_name = uploaded_file.name |
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file_content = uploaded_file.read() |
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headers = { |
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"Ocp-Apim-Subscription-Key": os.environ["AZURE_AI_TRANSLATOR_KEY"], |
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} |
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files = { |
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"document": (file_name, file_content, "ContentType/file-extension"), |
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} |
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url = f"{os.environ["AZURE_AI_ENDPOINT_URL"]}/translator/document:translate?targetLanguage={lang_id}&api-version={os.environ["AZURE_AI_API_VERSION"]}" |
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response = requests.post(url, headers=headers, files=files) |
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if response.status_code == 200: |
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zip_file.writestr(f"{lang_name}-translated-{file_name}", response.content) |
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st.success(f"Successfully translated: {file_name}") |
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else: |
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st.error(f"Failed to translate {file_name} with status code {response.status_code}: {response.text}") |
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progress = (idx + 1) / len(uploaded_files) |
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progress_bar.progress(progress) |
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st.download_button( |
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label="Download All Translated Files", |
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data=zip_buffer.getvalue(), |
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file_name=f"{lang_name}-translated-files.zip", |
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mime="application/zip" |
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) |
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