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Browse files- Dockerfile +35 -153
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#
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FROM
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ENV LT_HOST=0.0.0.0
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ENV LT_PORT=7860
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ENV LT_THREADS=6
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ENV LT_CHAR_LIMIT=20000
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ENV LT_LOAD_ONLY=en,hi,bn,te,mr,ta,ur,gu,kn,ml,or,pa,as,mai,mag,bh,sa,ne,ks,sd,kok,mni,sat,doi,bo
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USER libretranslate
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# Pre-install all 22 Indian regional languages plus English
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RUN python -c "
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import argostranslate.package
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import argostranslate.translate
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# Download and install language packages
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available_packages = argostranslate.package.get_available_packages()
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# All 22 official Indian languages (ISO 639-1/639-3 codes)
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indian_languages = [
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'hi', # Hindi
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'bn', # Bengali
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'te', # Telugu
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'mr', # Marathi
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'ta', # Tamil
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'ur', # Urdu
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'gu', # Gujarati
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'kn', # Kannada
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'ml', # Malayalam
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'or', # Odia
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'pa', # Punjabi
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'as', # Assamese
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'mai', # Maithili
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'mag', # Magahi
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'bh', # Bhojpuri
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'sa', # Sanskrit
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'ne', # Nepali
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'ks', # Kashmiri
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'sd', # Sindhi
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'kok', # Konkani
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'mni', # Manipuri
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'sat', # Santali
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'doi', # Dogri
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'bo', # Bodo
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]
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# Create comprehensive language pairs
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language_pairs = []
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print('Adding English <-> Indian language pairs...')
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for lang in indian_languages:
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language_pairs.extend([
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('en', lang), # English to Indian language - HIGH PRIORITY
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(lang, 'en'), # Indian language to English - HIGH PRIORITY
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])
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#
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international_languages = ['es', 'fr', 'de', 'it', 'pt', 'ru', 'zh', 'ja', 'ar', 'ko']
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print('Adding international language pairs with Indian languages...')
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for indian_lang in indian_languages:
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for intl_lang in international_languages:
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language_pairs.extend([
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(indian_lang, intl_lang), # Indian to International
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(intl_lang, indian_lang), # International to Indian
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])
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failed_count = 0
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priority_installed = 0
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print('Priority: English <-> Indian languages first')
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# Separate English-Indian pairs for priority installation
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english_indian_pairs = [(f, t) for f, t in language_pairs if 'en' in (f, t)]
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other_pairs = [(f, t) for f, t in language_pairs if 'en' not in (f, t)]
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print(f'English-Indian priority pairs: {len(english_indian_pairs)}')
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print(f'Other language pairs: {len(other_pairs)}')
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# Install English-Indian pairs first (PRIORITY)
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print('\\n=== Installing Priority Pairs (English <-> Indian) ===')
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for from_code, to_code in english_indian_pairs:
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package_to_install = next(
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(pkg for pkg in available_packages
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if pkg.from_code == from_code and pkg.to_code == to_code),
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None
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)
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if package_to_install:
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try:
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argostranslate.package.install_from_path(package_to_install.download())
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print(f'✓ PRIORITY: Successfully installed {from_code}->{to_code}')
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installed_count += 1
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priority_installed += 1
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except Exception as e:
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print(f'✗ PRIORITY: Failed to install {from_code}->{to_code}: {e}')
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failed_count += 1
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else:
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print(f'⚠ PRIORITY: Package not available: {from_code}->{to_code}')
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failed_count += 1
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# Install other pairs (inter-Indian and international)
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print('\\n=== Installing Additional Pairs (Inter-Indian & International) ===')
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for from_code, to_code in other_pairs:
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package_to_install = next(
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(pkg for pkg in available_packages
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if pkg.from_code == from_code and pkg.to_code == to_code),
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None
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)
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if package_to_install:
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try:
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argostranslate.package.install_from_path(package_to_install.download())
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print(f'✓ Successfully installed {from_code}->{to_code}')
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installed_count += 1
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except Exception as e:
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print(f'✗ Failed to install {from_code}->{to_code}: {e}')
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failed_count += 1
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else:
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# Don't print warnings for unavailable inter-language pairs to reduce noise
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failed_count += 1
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print(f'Total successfully installed: {installed_count} language pairs')
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print(f'Failed or unavailable: {failed_count} language pairs')
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print(f'\\n🎯 FOCUS: English to Indian Regional Languages Translation Server Ready!')
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print(f'📋 Supported: All available English <-> Indian language pairs')
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print(f'🌐 Bonus: Inter-Indian and international language pairs where available')
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print(f'\\n⚠️ Note: Some regional languages may not be available in Argos Translate yet.')
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print(f'✅ Available languages will be loaded automatically on server start.')
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print(f'🚀 Server optimized for English to Indian regional language translation!')
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"
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EXPOSE 5000
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"--host", "0.0.0.0", \
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"--port", "7860", \
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"--threads", "6", \
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"--char-limit", "20000", \
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"--load-only", "en,hi,bn,te,mr,ta,ur,gu,kn,ml,or,pa,as,ne,sa"]
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# Multi-stage build for optimal image size
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FROM python:3.11.11-slim-bullseye AS builder
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WORKDIR /app
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ARG DEBIAN_FRONTEND=noninteractive
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RUN apt-get update -qq \
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&& apt-get -qqq install --no-install-recommends -y pkg-config gcc g++ \
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&& apt-get upgrade --assume-yes \
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&& apt-get clean \
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&& rm -rf /var/lib/apt
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RUN python -mvenv venv && ./venv/bin/pip install --no-cache-dir --upgrade pip
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COPY . .
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# Install package from source code, compile translations
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RUN ./venv/bin/pip install Babel==2.12.1 && ./venv/bin/python scripts/compile_locales.py \
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&& ./venv/bin/pip install torch==2.2.0 --extra-index-url https://download.pytorch.org/whl/cpu \
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&& ./venv/bin/pip install "numpy<2" \
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&& ./venv/bin/pip install . \
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&& ./venv/bin/pip cache purge
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FROM python:3.11.11-slim-bullseye
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ARG with_models=false
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ARG models=""
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RUN addgroup --system --gid 1032 libretranslate && adduser --system --uid 1032 libretranslate && mkdir -p /home/libretranslate/.local && chown -R libretranslate:libretranslate /home/libretranslate/.local
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USER libretranslate
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COPY --from=builder --chown=1032:1032 /app /app
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WORKDIR /app
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COPY --from=builder --chown=1032:1032 /app/venv/bin/ltmanage /usr/bin/
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RUN if [ "$with_models" = "true" ]; then \
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# initialize the language models
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if [ ! -z "$models" ]; then \
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./venv/bin/python scripts/install_models.py --load_only_lang_codes "$models"; \
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else \
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./venv/bin/python scripts/install_models.py; \
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fi \
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fi
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EXPOSE 7860
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ENTRYPOINT [ "./venv/bin/libretranslate", "--host", "*" ]
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