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# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
import functools
import pytest
import json
import os
from azure.core.exceptions import HttpResponseError
from testcase import DocumentTranslationTest, Document
from preparer import (
DocumentTranslationPreparer,
DocumentTranslationClientPreparer as _DocumentTranslationClientPreparer,
)
from devtools_testutils import recorded_by_proxy
from azure.storage.blob import ContainerClient
from azure.ai.translation.document.models._models import StartTranslationDetails as _StartTranslationDetails
from azure.ai.translation.document import (
DocumentTranslationInput,
TranslationTarget,
TranslationGlossary,
)
from azure.ai.translation.document import DocumentTranslationClient
DocumentTranslationClientPreparer = functools.partial(_DocumentTranslationClientPreparer, DocumentTranslationClient)
GLOSSARY_FILE_NAME = os.path.abspath(os.path.join(os.path.abspath(__file__), "..", "./glossaries-valid.csv"))
class TestTranslation(DocumentTranslationTest):
@pytest.mark.skip("Failing in PPE: https://github.com/Azure/azure-sdk-for-python/issues/26807")
@pytest.mark.live_test_only
@DocumentTranslationPreparer()
def test_active_directory_auth(self, **kwargs):
translation_document_test_endpoint = kwargs.pop("translation_document_test_endpoint")
token = self.get_credential(DocumentTranslationClient)
kwargs = {}
if os.getenv("AZURE_COGNITIVE_SCOPE"):
kwargs["credential_scopes"] = [os.getenv("AZURE_COGNITIVE_SCOPE")]
client = DocumentTranslationClient(translation_document_test_endpoint, token, **kwargs)
# prepare containers and test data
blob_data = b"This is some text"
source_container_sas_url = self.create_source_container(data=Document(data=blob_data))
target_container_sas_url = self.create_target_container()
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="fr")],
)
]
# submit translation and test
self._begin_and_validate_translation(client, translation_inputs, 1, "fr")
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_single_source_single_target(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
blob_data = b"This is some text"
source_container_sas_url = self.create_source_container(data=Document(data=blob_data), variables=variables)
target_container_sas_url = self.create_target_container(variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
)
]
# submit translation and test
self._begin_and_validate_translation(client, translation_inputs, 1, "es")
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_single_source_two_targets(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
blob_data = b"This is some text"
source_container_sas_url = self.create_source_container(data=Document(data=blob_data), variables=variables)
target_container_sas_url = self.create_target_container(variables=variables)
additional_target_container_sas_url = self.create_target_container(variables=variables, container_suffix="2")
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[
TranslationTarget(target_url=target_container_sas_url, language="es"),
TranslationTarget(target_url=additional_target_container_sas_url, language="fr"),
],
)
]
# submit translation and test
self._begin_and_validate_translation(client, translation_inputs, 2)
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_multiple_sources_single_target(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
blob_data = b"This is some text"
source_container_sas_url = self.create_source_container(data=Document(data=blob_data), variables=variables)
blob_data = b"This is some text2"
additional_source_container_sas_url = self.create_source_container(
data=Document(data=blob_data), variables=variables, container_suffix="2"
)
target_container_sas_url = self.create_target_container(variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
),
DocumentTranslationInput(
source_url=additional_source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="fr")],
),
]
# submit translation and test
self._begin_and_validate_translation(client, translation_inputs, 2)
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_single_source_single_target_with_prefix(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
blob_data = b"This is some text"
prefix = "xyz"
source_container_sas_url = self.create_source_container(
data=Document(data=blob_data, prefix=prefix), variables=variables
)
target_container_sas_url = self.create_target_container(variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
prefix=prefix,
)
]
# submit translation and test
self._begin_and_validate_translation(client, translation_inputs, 1, "es")
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_single_source_single_target_with_suffix(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
blob_data = b"This is some text"
suffix = "txt"
source_container_sas_url = self.create_source_container(data=Document(data=blob_data), variables=variables)
target_container_sas_url = self.create_target_container(variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
suffix=suffix,
)
]
# submit translation and test
self._begin_and_validate_translation(client, translation_inputs, 1, "es")
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_bad_input_source(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
target_container_sas_url = self.create_target_container(variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url="https://idont.ex.ist",
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
)
]
with pytest.raises(HttpResponseError) as e:
poller = client.begin_translation(translation_inputs)
result = poller.result()
assert e.value.error.code == "InvalidDocumentAccessLevel"
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_bad_input_target(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
blob_data = b"This is some text"
source_container_sas_url = self.create_source_container(data=Document(data=blob_data), variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url="https://idont.ex.ist", language="es")],
)
]
with pytest.raises(HttpResponseError) as e:
poller = client.begin_translation(translation_inputs)
result = poller.result()
assert e.value.error.code == "InvalidTargetDocumentAccessLevel"
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_use_supported_and_unsupported_files(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
source_container_sas_url = self.create_source_container(
data=[Document(suffix=".txt"), Document(suffix=".jpg")], variables=variables
)
target_container_sas_url = self.create_target_container(variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
)
]
poller = client.begin_translation(translation_inputs)
result = poller.result()
self._validate_translation_metadata(poller=poller, status="Succeeded", total=1, succeeded=1)
for document in result:
self._validate_doc_status(document, "es")
return variables
@pytest.mark.skip("Service now raises exception in this case. Need to follow-up")
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_existing_documents_in_target(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
source_container_sas_url = self.create_source_container(data=Document(name="document"), variables=variables)
target_container_sas_url = self.create_target_container(data=Document(name="document"), variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
)
]
poller = client.begin_translation(translation_inputs)
result = poller.result()
self._validate_translation_metadata(poller, status="Failed", total=1, failed=1)
for doc in result:
assert doc.status == "Failed"
assert doc.error.code == "TargetFileAlreadyExists"
return variables
@pytest.mark.skip("Service now raises exception in this case. Need to follow-up")
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_existing_documents_in_target_one_valid(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
source_container_sas_url = self.create_source_container(
data=[Document(name="document"), Document()], variables=variables
)
target_container_sas_url = self.create_target_container(data=Document(name="document"), variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
)
]
poller = client.begin_translation(translation_inputs)
result = poller.result()
self._validate_translation_metadata(poller, status="Succeeded", total=2, failed=1)
for doc in result:
if doc.status == "Failed":
assert doc.error.code == "TargetFileAlreadyExists"
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_empty_document(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
source_container_sas_url = self.create_source_container(Document(data=b""), variables=variables)
target_container_sas_url = self.create_target_container(variables=variables)
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
)
]
poller = client.begin_translation(translation_inputs)
result = poller.result()
self._validate_translation_metadata(poller, status="Failed", total=1, failed=1)
for doc in result:
assert doc.status == "Failed"
assert doc.error.code == "NoTranslatableText"
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_overloaded_inputs(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
source_container_sas_url = self.create_source_container(data=Document(data=b"hello world"), variables=variables)
target_container_sas_url = self.create_target_container(variables=variables)
target_container_sas_url_2 = self.create_target_container(variables=variables, container_suffix="2")
# prepare translation inputs
translation_inputs = [
DocumentTranslationInput(
source_url=source_container_sas_url,
targets=[TranslationTarget(target_url=target_container_sas_url, language="es")],
)
]
# positional
poller = client.begin_translation(translation_inputs)
result = poller.result()
self._validate_translation_metadata(poller, status="Succeeded", total=1, succeeded=1)
# keyword
translation_inputs[0].targets[0].target_url = target_container_sas_url_2
poller = client.begin_translation(inputs=translation_inputs)
result = poller.result()
self._validate_translation_metadata(poller, status="Succeeded", total=1, succeeded=1)
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_overloaded_single_input(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
source_container_sas_url = self.create_source_container(data=Document(data=b"hello world"), variables=variables)
target_container_sas_url = self.create_target_container(variables=variables)
target_container_sas_url_2 = self.create_target_container(variables=variables, container_suffix="2")
# positional
poller = client.begin_translation(source_container_sas_url, target_container_sas_url, "es")
result = poller.result()
self._validate_translation_metadata(poller, status="Succeeded", total=1, succeeded=1)
# keyword
poller = client.begin_translation(
source_url=source_container_sas_url, target_url=target_container_sas_url_2, target_language="es"
)
result = poller.result()
self._validate_translation_metadata(poller, status="Succeeded", total=1, succeeded=1)
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
def test_overloaded_bad_input(self, **kwargs):
client = kwargs.pop("client")
translation_inputs = [
DocumentTranslationInput(
source_url="container", targets=[TranslationTarget(target_url="container", language="es")]
)
]
with pytest.raises(ValueError):
client.begin_translation("container")
with pytest.raises(ValueError):
client.begin_translation("container", "container")
with pytest.raises(ValueError):
client.begin_translation(source_url=translation_inputs)
with pytest.raises(ValueError):
client.begin_translation(inputs="container")
@pytest.mark.live_test_only
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
def test_translation_continuation_token(self, **kwargs):
client = kwargs.pop("client")
source_container_sas_url = self.create_source_container(data=Document(data=b"hello world"))
target_container_sas_url = self.create_target_container()
initial_poller = client.begin_translation(source_container_sas_url, target_container_sas_url, "es")
cont_token = initial_poller.continuation_token()
poller = client.begin_translation(None, continuation_token=cont_token)
result = poller.result()
self._validate_translation_metadata(poller, status="Succeeded", total=1, succeeded=1)
for doc in result:
self._validate_doc_status(doc, target_language="es")
initial_poller.wait() # necessary so devtools_testutils doesn't throw assertion error
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_single_input_with_kwargs(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
source_container_sas_url = self.create_source_container(data=Document(data=b"hello world"), variables=variables)
target_container_sas_url = self.create_target_container(variables=variables)
def callback(request):
req = _StartTranslationDetails._deserialize(json.loads(request.http_request.body), [])
input = req.inputs[0]
assert input.source.source_url == source_container_sas_url
assert input.source.language == "en"
assert input.source.filter.prefix == ""
assert input.source.filter.suffix == ".txt"
assert input.storage_type == "File"
assert input.targets[0].category_id == "fake"
assert input.targets[0].glossaries[0].file_format == "txt"
assert input.targets[0].glossaries[0].glossary_url == "https://glossaryfile.txt"
assert input.targets[0].language == "es"
assert input.targets[0].target_url == target_container_sas_url
try:
poller = client.begin_translation(
source_container_sas_url,
target_container_sas_url,
"es",
storage_type="File",
source_language="en",
prefix="",
suffix=".txt",
category_id="fake",
glossaries=[TranslationGlossary(glossary_url="https://glossaryfile.txt", file_format="txt")],
raw_response_hook=callback,
)
poller.result()
except HttpResponseError as e:
pass
return variables
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
@recorded_by_proxy
def test_single_input_with_kwarg_successful(self, **kwargs):
client = kwargs.pop("client")
variables = kwargs.pop("variables", {})
# prepare containers and test data
source_container_sas_url = self.create_source_container(
data=[Document(data=b"hello world", prefix="kwargs"), Document(data=b"hello world")], variables=variables
)
target_container_sas_url = self.create_target_container(variables=variables)
poller = client.begin_translation(source_container_sas_url, target_container_sas_url, "fr", prefix="kwargs")
result = poller.result()
self._validate_translation_metadata(poller, status="Succeeded", total=1, succeeded=1)
for doc in result:
self._validate_doc_status(doc, target_language="fr")
return variables
@pytest.mark.skip("Flaky test")
@pytest.mark.live_test_only
@DocumentTranslationPreparer()
@DocumentTranslationClientPreparer()
def test_translation_with_glossary(self, **kwargs):
client = kwargs.pop("client")
doc = Document(data=b"testing")
source_container_sas_url = self.create_source_container(data=[doc])
target_container_sas_url = self.create_target_container()
container_client = ContainerClient(self.storage_endpoint, self.source_container_name, self.storage_key)
with open(GLOSSARY_FILE_NAME, "rb") as fd:
container_client.upload_blob(name=GLOSSARY_FILE_NAME, data=fd.read())
prefix, suffix = source_container_sas_url.split("?")
glossary_file_sas_url = prefix + "/" + GLOSSARY_FILE_NAME + "?" + suffix
poller = client.begin_translation(
source_container_sas_url,
target_container_sas_url,
"es",
glossaries=[TranslationGlossary(glossary_url=glossary_file_sas_url, file_format="csv")],
)
result = poller.result()
container_client = ContainerClient(self.storage_endpoint, self.target_container_name, self.storage_key)
# download translated file and assert that translation reflects glossary changes
document = doc.name + doc.suffix
with open(document, "wb") as my_blob:
download_stream = container_client.download_blob(document)
my_blob.write(download_stream.readall())
with open(document, "rb") as fd:
translated = fd.readline()
assert b"essai" in translated # glossary worked
os.remove(document)
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