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# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
"""
FILE: sample_text_translation_translate.py
DESCRIPTION:
This file contains sample snippets for the Text Translation service.
USAGE:
python sample_text_translation_translate.py
Set the text translation endpoint environment variables with your own value before running the samples:
1) AZURE_TEXT_TRANSLATION_ENDPOINT - the endpoint to your Text Translation resource.
Note: the endpoint must be formatted to use the custom domain name for your resource:
https:\\<NAME-OF-YOUR-RESOURCE>.cognitiveservices.azure.com\
The create_text_translation_client_with_credential call requires additional variables:
2) AZURE_TEXT_TRANSLATION_APIKEY - the API key to your Text Translation resource.
3) AZURE_TEXT_TRANSLATION_REGION - the Azure Region of your Text Translation resource.
"""
from azure.core.exceptions import HttpResponseError
from azure.ai.translation.text.models import TextType, ProfanityAction, ProfanityMarker
# -------------------------------------------------------------------------
# Text translation client
# -------------------------------------------------------------------------
import sample_text_translation_client
text_translator = sample_text_translation_client.create_text_translation_client_with_credential()
# -------------------------------------------------------------------------
# Get text translation
# -------------------------------------------------------------------------
def get_text_translation():
# [START get_text_translation]
try:
from_language = "en"
to_language = ["cs"]
input_text_elements = ["This is a test"]
response = text_translator.translate(
body=input_text_elements, to_language=to_language, from_language=from_language
)
translation = response[0] if response else None
if translation:
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
raise
# [END get_text_translation]
def get_text_translation_auto():
# [START get_text_translation_auto]
try:
to_language = ["cs"]
input_text_elements = ["This is a test"]
response = text_translator.translate(body=input_text_elements, to_language=to_language)
translation = response[0] if response else None
if translation:
detected_language = translation.detected_language
if detected_language:
print(
f"Detected languages of the input text: {detected_language.language} with score: {detected_language.score}."
)
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
raise
# [END get_text_translation_auto]
def get_text_translation_with_transliteration():
# [START get_text_translation_with_transliteration]
try:
from_script = "Latn"
from_language = "ar"
to_script = "Latn"
to_language = ["zh-Hans"]
input_text_elements = ["hudha akhtabar."]
response = text_translator.translate(
body=input_text_elements,
to_language=to_language,
from_script=from_script,
from_language=from_language,
to_script=to_script,
)
translation = response[0] if response else None
if translation:
if translation.source_text:
print(f"Source Text: {translation.source_text.text}")
first_translation = translation.translations[0]
if first_translation:
print(f"Translation: '{first_translation.text}'.")
transliteration = first_translation.transliteration
if transliteration:
print(f"Transliterated text ({transliteration.script}): {transliteration.text}")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
raise
# [END get_text_translation_with_transliteration]
def get_text_translation_multiple_inputs():
# [START get_text_translation_multiple_inputs]
try:
to_language = ["cs"]
input_text_elements = [
"This is a test.",
"Esto es una prueba.",
"Dies ist ein Test.",
]
translations = text_translator.translate(body=input_text_elements, to_language=to_language)
for translation in translations:
print(
f"Detected languages of the input text: {translation.detected_language.language if translation.detected_language else None} with score: {translation.detected_language.score if translation.detected_language else None}."
)
print(
f"Text was translated to: '{translation.translations[0].to if translation.translations else None}' and the result is: '{translation.translations[0].text if translation.translations else None}'."
)
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
# [END get_text_translation_multiple_inputs]
def get_text_translation_multiple_languages():
# [START get_text_translation_multiple_languages]
try:
to_language = ["cs", "es", "de"]
input_text_elements = ["This is a test"]
response = text_translator.translate(body=input_text_elements, to_language=to_language)
translation = response[0] if response else None
if translation:
detected_language = translation.detected_language
if detected_language:
print(
f"Detected languages of the input text: {detected_language.language} with score: {detected_language.score}."
)
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
# [END get_text_translation_multiple_languages]
def get_text_translation_type():
# [START get_text_translation_type]
try:
text_type = TextType.HTML
to_language = ["cs"]
input_text_elements = ["<html><body>This <b>is</b> a test.</body></html>"]
response = text_translator.translate(body=input_text_elements, to_language=to_language, text_type=text_type)
translation = response[0] if response else None
if translation:
detected_language = translation.detected_language
if detected_language:
print(
f"Detected languages of the input text: {detected_language.language} with score: {detected_language.score}."
)
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
# [END get_text_translation_type]
def get_text_translation_exclude():
# [START get_text_translation_exclude]
try:
text_type = TextType.HTML
from_language = "en"
to_language = ["cs"]
input_text_elements = [
'<div class="notranslate">This will not be translated.</div><div>This will be translated. </div>'
]
response = text_translator.translate(
body=input_text_elements,
to_language=to_language,
from_language=from_language,
text_type=text_type,
)
translation = response[0] if response else None
if translation:
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
# [END get_text_translation_exclude]
def get_text_translation_entity():
# [START get_text_translation_entity]
try:
from_language = "en"
to_language = ["cs"]
input_text_elements = [
'The word <mstrans:dictionary translation="wordomatic">wordomatic</mstrans:dictionary> is a dictionary entry.'
]
response = text_translator.translate(
body=input_text_elements, to_language=to_language, from_language=from_language
)
translation = response[0] if response else None
if translation:
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
# [END get_text_translation_entity]
def get_text_translation_profanity():
# [START get_text_translation_profanity]
try:
profanity_action = ProfanityAction.MARKED
profanity_maker = ProfanityMarker.ASTERISK
to_language = ["cs"]
input_text_elements = ["This is ***."]
response = text_translator.translate(
body=input_text_elements,
to_language=to_language,
profanity_action=profanity_action,
profanity_marker=profanity_maker,
)
translation = response[0] if response else None
if translation:
detected_language = translation.detected_language
if detected_language:
print(
f"Detected languages of the input text: {detected_language.language} with score: {detected_language.score}."
)
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
# [END get_text_translation_profanity]
def get_text_translation_alignment():
# [START get_text_translation_alignment]
try:
include_alignment = True
to_language = ["cs"]
input_text_elements = ["The answer lies in machine translation."]
response = text_translator.translate(
body=input_text_elements, to_language=to_language, include_alignment=include_alignment
)
translation = response[0] if response else None
if translation:
detected_language = translation.detected_language
if detected_language:
print(
f"Detected languages of the input text: {detected_language.language} with score: {detected_language.score}."
)
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
if translated_text.alignment:
print(f"Alignments: {translated_text.alignment.proj}")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
# [END get_text_translation_alignment]
def get_text_translation_sentence_length():
# [START get_text_translation_sentence_length]
try:
include_sentence_length = True
to_language = ["cs"]
input_text_elements = ["The answer lies in machine translation. This is a test."]
response = text_translator.translate(
body=input_text_elements, to_language=to_language, include_sentence_length=include_sentence_length
)
translation = response[0] if response else None
if translation:
detected_language = translation.detected_language
if detected_language:
print(
f"Detected languages of the input text: {detected_language.language} with score: {detected_language.score}."
)
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
if translated_text.sent_len:
print(f"Source Sentence length: {translated_text.sent_len.src_sent_len}")
print(f"Translated Sentence length: {translated_text.sent_len.trans_sent_len}")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
# [END get_text_translation_sentence_length]
def get_text_translation_custom():
# [START get_text_translation_custom]
try:
category = "<<Category ID>>"
to_language = ["cs"]
input_text_elements = ["This is a test"]
response = text_translator.translate(body=input_text_elements, to_language=to_language, category=category)
translation = response[0] if response else None
if translation:
detected_language = translation.detected_language
if detected_language:
print(
f"Detected languages of the input text: {detected_language.language} with score: {detected_language.score}."
)
for translated_text in translation.translations:
print(f"Text was translated to: '{translated_text.to}' and the result is: '{translated_text.text}'.")
except HttpResponseError as exception:
if exception.error is not None:
print(f"Error Code: {exception.error.code}")
print(f"Message: {exception.error.message}")
# [END get_text_translation_custom]
|
