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# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
import os
import pytest
import pathlib
import uuid
from devtools_testutils import AzureRecordedTestCase
from conftest import WHISPER_AZURE, OPENAI, PREVIEW, GA, configure, TTS_OPENAI, TTS_AZURE
audio_test_file = pathlib.Path(__file__).parent / "./assets/hello.m4a"
audio_long_test_file = pathlib.Path(__file__).parent / "./assets/wikipediaOcelot.wav"
@pytest.mark.live_test_only
class TestAudio(AzureRecordedTestCase):
@configure
@pytest.mark.parametrize(
"api_type, api_version",
[(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")]
)
def test_transcribe(self, client, api_type, api_version, **kwargs):
result = client.audio.transcriptions.create(
file=open(audio_test_file, "rb"),
**kwargs,
)
assert result.text == "Hello."
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_transcribe_raw(self, client, api_type, api_version, **kwargs):
result = client.audio.transcriptions.create(
# file=open(audio_test_file, "rb").read(),
# use file tuple for now
file=("hello.m4a", open(audio_test_file, "rb").read(), "application/octet-stream"),
**kwargs,
)
assert result.text == "Hello."
@configure
@pytest.mark.parametrize(
"api_type, api_version",
[(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")]
)
def test_translate(self, client, api_type, api_version, **kwargs):
result = client.audio.translations.create(
file=open(audio_test_file, "rb"),
**kwargs,
)
assert result.text == "Hello."
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_translate_raw(self, client, api_type, api_version, **kwargs):
result = client.audio.translations.create(
# file=open(audio_test_file, "rb").read(),
# use file tuple for now
file=("hello.m4a", open(audio_test_file, "rb").read(), "application/octet-stream"),
**kwargs,
)
assert result.text == "Hello."
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_transcribe_verbose(self, client, api_type, api_version, **kwargs):
result = client.audio.transcriptions.create(
file=open(audio_long_test_file, "rb"),
response_format="verbose_json",
**kwargs,
)
assert result.text == "The ocelot, Lepardus paradalis, is a small wild cat native to the southwestern " \
"United States, Mexico, and Central and South America. This medium-sized cat is characterized by " \
"solid black spots and streaks on its coat, round ears, and white neck and undersides. It weighs " \
"between 8 and 15.5 kilograms, 18 and 34 pounds, and reaches 40 to 50 centimeters – 16 to 20 inches " \
"– at the shoulders. It was first described by Carl Linnaeus in 1758. Two subspecies are recognized, " \
"L. p. paradalis and L. p. mitis. Typically active during twilight and at night, the ocelot tends to " \
"be solitary and territorial. It is efficient at climbing, leaping, and swimming. It preys on small " \
"terrestrial mammals such as armadillo, opossum, and lagomorphs."
assert result.task == "transcribe"
assert result.language == "english"
assert result.duration == 56.25
for segment in result.segments:
assert segment.id is not None
assert segment.seek is not None
assert segment.start is not None
assert segment.end is not None
assert segment.text is not None
assert segment.tokens is not None
assert segment.temperature is not None
assert segment.avg_logprob is not None
assert segment.compression_ratio is not None
assert segment.no_speech_prob is not None
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_transcribe_text(self, client, api_type, api_version, **kwargs):
result = client.audio.transcriptions.create(
file=open(audio_test_file, "rb"),
response_format="text",
**kwargs,
)
assert result == "Hello.\n"
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_transcribe_srt(self, client, api_type, api_version, **kwargs):
result = client.audio.transcriptions.create(
file=open(audio_test_file, "rb"),
response_format="srt",
**kwargs,
)
assert result == "1\n00:00:00,000 --> 00:00:02,000\nHello.\n\n\n"
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_transcribe_vtt(self, client, api_type, api_version, **kwargs):
result = client.audio.transcriptions.create(
file=open(audio_test_file, "rb"),
response_format="vtt",
**kwargs,
)
assert result == "WEBVTT\n\n00:00:00.000 --> 00:00:02.000\nHello.\n\n"
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_translate_verbose(self, client, api_type, api_version, **kwargs):
result = client.audio.translations.create(
file=open(audio_long_test_file, "rb"),
response_format="verbose_json",
**kwargs,
)
assert result.text == "The ocelot, Lepardus paradalis, is a small wild cat native to the southwestern " \
"United States, Mexico, and Central and South America. This medium-sized cat is characterized by " \
"solid black spots and streaks on its coat, round ears, and white neck and undersides. It weighs " \
"between 8 and 15.5 kilograms, 18 and 34 pounds, and reaches 40 to 50 centimeters – 16 to 20 inches " \
"– at the shoulders. It was first described by Carl Linnaeus in 1758. Two subspecies are recognized, " \
"L. p. paradalis and L. p. mitis. Typically active during twilight and at night, the ocelot tends to " \
"be solitary and territorial. It is efficient at climbing, leaping, and swimming. It preys on small " \
"terrestrial mammals such as armadillo, opossum, and lagomorphs."
assert result.task == "translate"
assert result.language == "english"
assert result.duration == 56.25
for segment in result.segments:
assert segment.id is not None
assert segment.seek is not None
assert segment.start is not None
assert segment.end is not None
assert segment.text is not None
assert segment.tokens is not None
assert segment.temperature is not None
assert segment.avg_logprob is not None
assert segment.compression_ratio is not None
assert segment.no_speech_prob is not None
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_translate_text(self, client, api_type, api_version, **kwargs):
result = client.audio.translations.create(
file=open(audio_test_file, "rb"),
response_format="text",
**kwargs,
)
assert result == "Hello.\n"
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_translate_srt(self, client, api_type, api_version, **kwargs):
result = client.audio.translations.create(
file=open(audio_test_file, "rb"),
response_format="srt",
**kwargs,
)
assert result == "1\n00:00:00,000 --> 00:00:02,000\nHello.\n\n\n"
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_translate_vtt(self, client, api_type, api_version, **kwargs):
result = client.audio.translations.create(
file=open(audio_test_file, "rb"),
response_format="vtt",
**kwargs,
)
assert result == "WEBVTT\n\n00:00:00.000 --> 00:00:02.000\nHello.\n\n"
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_transcribe_options(self, client, api_type, api_version, **kwargs):
result = client.audio.transcriptions.create(
file=open(audio_test_file, "rb"),
temperature=0,
language="en",
prompt="Transcribe the text exactly as spoken.",
**kwargs,
)
assert result.text == "Hello"
@configure
@pytest.mark.parametrize("api_type, api_version", [(WHISPER_AZURE, GA), (WHISPER_AZURE, PREVIEW), (OPENAI, "v1")])
def test_translate_options(self, client, api_type, api_version, **kwargs):
result = client.audio.translations.create(
file=open(audio_test_file, "rb"),
temperature=0,
prompt="Translate the text exactly as spoken.",
**kwargs,
)
assert result.text == "Hello"
@configure
@pytest.mark.parametrize(
"api_type, api_version",
[(TTS_AZURE, PREVIEW), (TTS_OPENAI, "v1")]
)
def test_tts(self, client, api_type, api_version, **kwargs):
speech_file_path = pathlib.Path(__file__).parent / f"{uuid.uuid4()}.mp3"
try:
response = client.audio.speech.create(
voice="alloy",
input="The quick brown fox jumped over the lazy dog.",
**kwargs,
)
assert response.encoding
assert response.content
assert response.text
response.write_to_file(speech_file_path)
finally:
os.remove(speech_file_path)
@configure
@pytest.mark.parametrize("api_type, api_version", [(TTS_AZURE, PREVIEW), (TTS_OPENAI, "v1")])
def test_tts_hd_streaming(self, client, api_type, api_version, **kwargs):
with client.audio.speech.with_streaming_response.create(
voice="echo",
input="The quick brown fox jumped over the lazy dog.",
model="tts-1-hd"
) as response:
response.read()
@configure
@pytest.mark.parametrize("api_type, api_version", [(TTS_AZURE, PREVIEW), (TTS_OPENAI, "v1")])
def test_tts_response_format(self, client, api_type, api_version, **kwargs):
speech_file_path = pathlib.Path(__file__).parent / f"{uuid.uuid4()}.flac"
try:
response = client.audio.speech.create(
voice="fable",
input="The quick brown fox jumped over the lazy dog.",
response_format="flac",
**kwargs
)
assert response.encoding
assert response.content
assert response.text
response.stream_to_file(speech_file_path) # deprecated
finally:
os.remove(speech_file_path)
@configure
@pytest.mark.parametrize("api_type, api_version", [(TTS_AZURE, PREVIEW), (TTS_OPENAI, "v1")])
def test_tts_speed(self, client, api_type, api_version, **kwargs):
speech_file_path = pathlib.Path(__file__).parent / f"{uuid.uuid4()}.mp3"
try:
response = client.audio.speech.create(
voice="onyx",
input="The quick brown fox jumped over the lazy dog.",
speed=3.0,
**kwargs
)
assert response.encoding
assert response.content
assert response.text
response.write_to_file(speech_file_path)
finally:
os.remove(speech_file_path)
|
