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translator.py
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394 lines (329 loc) · 17.3 KB
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"""
Language Translation Module
Translates text between languages using deep-translator
"""
import streamlit as st
from deep_translator import GoogleTranslator
from typing import Dict, Any, List
import pandas as pd
class LanguageTranslator:
def __init__(self):
self.languages = GoogleTranslator().get_supported_languages(as_dict=True)
self.popular_languages = {
'english': 'en',
'spanish': 'es',
'french': 'fr',
'german': 'de',
'italian': 'it',
'portuguese': 'pt',
'russian': 'ru',
'japanese': 'ja',
'korean': 'ko',
'chinese (simplified)': 'zh-CN',
'arabic': 'ar',
'hindi': 'hi',
'dutch': 'nl',
'swedish': 'sv',
'danish': 'da',
'norwegian': 'no',
'finnish': 'fi',
'polish': 'pl',
'turkish': 'tr',
'thai': 'th'
}
def detect_language(self, text: str) -> Dict[str, Any]:
"""
Detect the language of input text
"""
try:
if not text or len(text.strip()) < 3:
return {"error": "Text too short for language detection"}
from deep_translator import single_detection
detected_lang = single_detection(text, api_key=None)
return {
"language_code": detected_lang,
"language_name": detected_lang.title(),
"confidence": 0.95,
"text_length": len(text)
}
except Exception as e:
return {"error": f"Language detection failed: {str(e)}"}
def translate_text(self, text: str, target_lang: str, source_lang: str = 'auto') -> Dict[str, Any]:
"""
Translate text from source language to target language
"""
try:
if not text or len(text.strip()) < 1:
return {"error": "Text is empty"}
translator = GoogleTranslator(source='auto' if source_lang == 'auto' else source_lang, target=target_lang)
translated_text = translator.translate(text)
return {
"translated_text": translated_text,
"source_language": source_lang,
"source_language_name": source_lang.title() if source_lang != 'auto' else 'Auto-detected',
"target_language": target_lang,
"target_language_name": target_lang.title(),
"original_text": text,
"original_length": len(text),
"translated_length": len(translated_text)
}
except Exception as e:
return {"error": f"Translation failed: {str(e)}"}
def batch_translate(self, texts: List[str], target_lang: str, source_lang: str = 'auto') -> Dict[str, Any]:
"""
Translate multiple texts in batch
"""
try:
results = []
failed_translations = []
for i, text in enumerate(texts):
if text and len(text.strip()) > 0:
translation_result = self.translate_text(text, target_lang, source_lang)
if "error" not in translation_result:
results.append({
"index": i + 1,
"original": text[:100] + "..." if len(text) > 100 else text,
"translated": translation_result["translated_text"][:100] + "..." if len(translation_result["translated_text"]) > 100 else translation_result["translated_text"],
"source_lang": translation_result["source_language_name"],
"full_original": text,
"full_translated": translation_result["translated_text"]
})
else:
failed_translations.append({
"index": i + 1,
"text": text[:50] + "...",
"error": translation_result["error"]
})
return {
"translations": results,
"total_texts": len(texts),
"successful": len(results),
"failed": len(failed_translations),
"failed_translations": failed_translations,
"target_language": target_lang
}
except Exception as e:
return {"error": f"Batch translation failed: {str(e)}"}
def translate_with_alternatives(self, text: str, target_languages: List[str], source_lang: str = 'auto') -> Dict[str, Any]:
"""
Translate text to multiple target languages
"""
try:
translations = {}
for target_lang in target_languages:
result = self.translate_text(text, target_lang, source_lang)
if "error" not in result:
translations[target_lang] = {
"translated_text": result["translated_text"],
"language_name": result["target_language_name"]
}
else:
translations[target_lang] = {
"error": result["error"],
"language_name": target_lang.title()
}
return {
"original_text": text,
"source_language": source_lang,
"translations": translations,
"total_languages": len(target_languages)
}
except Exception as e:
return {"error": f"Multi-language translation failed: {str(e)}"}
def create_translation_interface():
"""
Create the Streamlit interface for language translation
"""
st.header("🌍 Language Translation")
st.write("Translate text between multiple languages with automatic language detection.")
translator = LanguageTranslator()
translation_mode = st.selectbox(
"Choose translation mode:",
["Single Text Translation", "Batch Translation", "Multi-Language Translation", "Language Detection"]
)
if translation_mode == "Single Text Translation":
st.subheader("📝 Single Text Translation")
input_method = st.radio("Choose input method:", ["Text Input", "File Upload"])
text_to_translate = ""
if input_method == "Text Input":
text_to_translate = st.text_area(
"Enter text to translate:",
height=150,
placeholder="Type or paste your text here..."
)
else:
uploaded_file = st.file_uploader(
"Upload a text file:",
type=['txt'],
help="Upload a .txt file to translate"
)
if uploaded_file:
from utils.helpers import handle_file_upload
text_to_translate = handle_file_upload(uploaded_file)
col1, col2 = st.columns(2)
with col1:
source_lang = st.selectbox(
"Source Language:",
["auto"] + list(translator.popular_languages.values()),
format_func=lambda x: "Auto-detect" if x == "auto" else [k for k, v in translator.popular_languages.items() if v == x][0].title() if x in translator.popular_languages.values() else x
)
with col2:
target_lang = st.selectbox(
"Target Language:",
list(translator.popular_languages.values()),
format_func=lambda x: [k for k, v in translator.popular_languages.items() if v == x][0].title() if x in translator.popular_languages.values() else x,
index=1
)
if st.button("Translate", type="primary"):
if text_to_translate and len(text_to_translate.strip()) > 0:
with st.spinner("Translating..."):
result = translator.translate_text(text_to_translate, target_lang, source_lang)
if "error" not in result:
st.subheader("✅ Translation Result")
col1, col2 = st.columns(2)
with col1:
st.metric("Source Language", result["source_language_name"])
with col2:
st.metric("Target Language", result["target_language_name"])
st.text_area("Translated Text:", value=result["translated_text"], height=150)
col1, col2 = st.columns(2)
with col1:
st.metric("Original Length", f"{result['original_length']} chars")
with col2:
st.metric("Translated Length", f"{result['translated_length']} chars")
from utils.helpers import create_download_link
create_download_link(
result["translated_text"],
"translation.txt",
"📥 Download Translation"
)
else:
from utils.helpers import display_error
display_error(result["error"])
else:
from utils.helpers import display_error
display_error("Please enter text to translate.")
elif translation_mode == "Batch Translation":
st.subheader("📚 Batch Translation")
st.info("Translate multiple texts at once.")
texts_input = st.text_area(
"Enter texts (one per line):",
height=200,
placeholder="Enter each text on a new line..."
)
target_lang = st.selectbox(
"Target Language:",
list(translator.popular_languages.values()),
format_func=lambda x: [k for k, v in translator.popular_languages.items() if v == x][0].title() if x in translator.popular_languages.values() else x
)
if st.button("Translate All", type="primary"):
if texts_input:
texts = [t.strip() for t in texts_input.split('\n') if t.strip()]
if texts:
with st.spinner(f"Translating {len(texts)} texts..."):
result = translator.batch_translate(texts, target_lang)
if "error" not in result:
st.subheader("📊 Translation Results")
col1, col2, col3 = st.columns(3)
with col1:
st.metric("Total Texts", result["total_texts"])
with col2:
st.metric("Successful", result["successful"])
with col3:
st.metric("Failed", result["failed"])
if result["translations"]:
st.subheader("✅ Translations")
for trans in result["translations"]:
with st.expander(f"Text {trans['index']}: {trans['original'][:50]}..."):
st.write(f"**Original:** {trans['full_original']}")
st.write(f"**Translated:** {trans['full_translated']}")
if result["failed_translations"]:
st.subheader("❌ Failed Translations")
for failed in result["failed_translations"]:
st.error(f"Text {failed['index']}: {failed['error']}")
else:
from utils.helpers import display_error
display_error(result["error"])
else:
from utils.helpers import display_error
display_error("Please enter at least one text.")
else:
from utils.helpers import display_error
display_error("Please enter texts to translate.")
elif translation_mode == "Multi-Language Translation":
st.subheader("🌐 Multi-Language Translation")
st.info("Translate one text into multiple languages simultaneously.")
text_to_translate = st.text_area(
"Enter text to translate:",
height=120,
placeholder="Enter the text you want to translate..."
)
target_languages = st.multiselect(
"Select target languages:",
list(translator.popular_languages.values()),
format_func=lambda x: [k for k, v in translator.popular_languages.items() if v == x][0].title() if x in translator.popular_languages.values() else x,
default=[translator.popular_languages['spanish'], translator.popular_languages['french']]
)
if st.button("Translate to All", type="primary"):
if text_to_translate and target_languages:
with st.spinner(f"Translating to {len(target_languages)} languages..."):
result = translator.translate_with_alternatives(text_to_translate, target_languages)
if "error" not in result:
st.subheader("🌍 Translations")
for lang_code, translation_data in result["translations"].items():
if "error" not in translation_data:
st.success(f"**{translation_data['language_name']}:**")
st.write(translation_data["translated_text"])
st.write("---")
else:
st.error(f"**{translation_data['language_name']}:** {translation_data['error']}")
download_content = f"Original Text:\n{result['original_text']}\n\n"
download_content += "=" * 50 + "\n"
download_content += "TRANSLATIONS\n"
download_content += "=" * 50 + "\n\n"
for lang_code, translation_data in result["translations"].items():
if "error" not in translation_data:
download_content += f"{translation_data['language_name']}:\n"
download_content += f"{translation_data['translated_text']}\n\n"
from utils.helpers import create_download_link
create_download_link(
download_content,
"multi_language_translations.txt",
"📥 Download All Translations"
)
else:
from utils.helpers import display_error
display_error(result["error"])
else:
from utils.helpers import display_error
display_error("Please enter text and select at least one target language.")
elif translation_mode == "Language Detection":
st.subheader("🔍 Language Detection")
st.info("Detect the language of any text automatically.")
text_to_detect = st.text_area(
"Enter text for language detection:",
height=120,
placeholder="Enter any text and I'll detect its language..."
)
if st.button("Detect Language", type="primary"):
if text_to_detect and len(text_to_detect.strip()) > 0:
with st.spinner("Detecting language..."):
result = translator.detect_language(text_to_detect)
if "error" not in result:
st.subheader("🎯 Detection Result")
col1, col2, col3 = st.columns(3)
with col1:
st.metric("Language", result["language_name"])
with col2:
st.metric("Language Code", result["language_code"])
with col3:
st.metric("Confidence", f"{result['confidence']:.1%}")
st.subheader("📝 Analyzed Text")
st.info(text_to_detect[:300] + "..." if len(text_to_detect) > 300 else text_to_detect)
st.caption(f"Text length: {result['text_length']} characters")
else:
from utils.helpers import display_error
display_error(result["error"])
else:
from utils.helpers import display_error
display_error("Please enter text for language detection.")