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# Copyright 2025 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
|
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# You may obtain a copy of the License at
|
||||
#
|
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# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
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# limitations under the License.
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#
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# Copyright 2025 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
|
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# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
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"""Tests for models.compute_tokens()."""
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from .... import types as genai_types
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from ... import pytest_helper
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from ... import shared
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test_table: list[pytest_helper.TestTableItem] = [
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pytest_helper.TestTableItem(
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name='test_compute_tokens',
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parameters=genai_types._ComputeTokensParameters(
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model=shared.GEMINI_MODEL,
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contents='The quick brown fox jumps over the lazy dog.',
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),
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exception_if_mldev=(
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'only supported in Gemini Enterprise Agent Platform'
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),
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),
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]
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pytestmark = pytest_helper.setup(
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file=__file__,
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globals_for_file=globals(),
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test_method='models.compute_tokens',
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test_table=test_table,
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)
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pytest_plugins = ('pytest_asyncio',)
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+41
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# Copyright 2025 Google LLC
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#
|
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# Licensed under the Apache License, Version 2.0 (the "License");
|
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# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
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"""Tests for models.count_tokens()."""
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from .... import types as genai_types
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from ... import pytest_helper
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from ... import shared
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test_table: list[pytest_helper.TestTableItem] = [
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pytest_helper.TestTableItem(
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name='test_count_tokens',
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parameters=genai_types._CountTokensParameters(
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model=shared.GEMINI_MODEL,
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contents='The quick brown fox jumps over the lazy dog.',
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),
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),
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]
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pytestmark = pytest_helper.setup(
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file=__file__,
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globals_for_file=globals(),
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test_method='models.count_tokens',
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test_table=test_table,
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)
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pytest_plugins = ('pytest_asyncio',)
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+69
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# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
|
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"""Tests for edit_image."""
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import os
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from .... import types
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from ... import pytest_helper
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CAPABILITY_MODEL_NAME = 'imagen-3.0-capability-001'
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IMAGE_FILE_PATH = os.path.abspath(
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os.path.join(os.path.dirname(__file__), '../../data/google.png')
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)
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MASK_FILE_PATH = os.path.abspath(
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os.path.join(os.path.dirname(__file__), '../../data/checkerboard.png')
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)
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raw_ref_image = types.RawReferenceImage(
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reference_id=1,
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reference_image=types.Image.from_file(location=IMAGE_FILE_PATH),
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)
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mask_ref_image = types.MaskReferenceImage(
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reference_id=2,
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config=types.MaskReferenceConfig(
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mask_mode='MASK_MODE_BACKGROUND',
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mask_dilation=0.06,
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),
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)
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test_table: list[pytest_helper.TestTableItem] = [
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pytest_helper.TestTableItem(
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name='test_edit_mask_inpaint_insert',
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exception_if_mldev=(
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'only supported in Gemini Enterprise Agent Platform'
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),
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parameters=types._EditImageParameters(
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model=CAPABILITY_MODEL_NAME,
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prompt='Sunlight and clear weather',
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reference_images=[raw_ref_image, mask_ref_image],
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config=types.EditImageConfig(
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edit_mode=types.EditMode.EDIT_MODE_INPAINT_INSERTION,
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),
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),
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),
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]
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pytestmark = pytest_helper.setup(
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file=__file__,
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globals_for_file=globals(),
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test_method='models.edit_image',
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||||
test_table=test_table,
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)
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@@ -0,0 +1,53 @@
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# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
|
||||
|
||||
"""Tests for models.embed()."""
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||||
|
||||
from .... import types as genai_types
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||||
from ... import pytest_helper
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||||
test_table: list[pytest_helper.TestTableItem] = [
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||||
pytest_helper.TestTableItem(
|
||||
name='test_embed',
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||||
parameters=genai_types.EmbedContentParameters(
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||||
model='gemini-embedding-001',
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||||
contents='Hello world!',
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config={
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'output_dimensionality': 10,
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},
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),
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),
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pytest_helper.TestTableItem(
|
||||
name='test_embed_gemini_embedding_2',
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||||
parameters=genai_types.EmbedContentParameters(
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model='gemini-embedding-2-preview',
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contents='Hello world!',
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||||
config={
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||||
'output_dimensionality': 10,
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||||
},
|
||||
),
|
||||
),
|
||||
]
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||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.embed_content',
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||||
test_table=test_table,
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||||
)
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||||
|
||||
pytest_plugins = ('pytest_asyncio',)
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||||
+58
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# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
|
||||
"""Tests for models.generate_content()."""
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|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
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||||
from ... import shared
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||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
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||||
pytest_helper.TestTableItem(
|
||||
name='test_generate_content',
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||||
parameters=genai_types._GenerateContentParameters(
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||||
model=shared.GEMINI_MODEL,
|
||||
contents='The quick brown fox jumps over the lazy dog.',
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||||
),
|
||||
),
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_generate_content_with_config_schema',
|
||||
parameters=genai_types._GenerateContentParameters(
|
||||
model=shared.GEMINI_MODEL,
|
||||
contents='Return a summary of the passage.',
|
||||
config={'response_mime_type': 'application/json', 'response_schema': {'type': 'OBJECT', 'properties': {'summary': {'type': 'STRING'}}}},
|
||||
),
|
||||
ignore_keys=['parsed'],
|
||||
),
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_generate_content_with_config_json_schema',
|
||||
parameters=genai_types._GenerateContentParameters(
|
||||
model=shared.GEMINI_MODEL,
|
||||
contents='Return a JSON summary.',
|
||||
config={'response_mime_type': 'application/json', 'response_json_schema': {'type': 'object', 'properties': {'summary': {'type': 'string'}}}},
|
||||
),
|
||||
ignore_keys=['parsed'],
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.generate_content',
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ('pytest_asyncio',)
|
||||
+55
@@ -0,0 +1,55 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
|
||||
"""Tests for models.generate_content_stream()."""
|
||||
|
||||
import pydantic
|
||||
|
||||
from ... import pytest_helper
|
||||
from ... import shared
|
||||
|
||||
|
||||
class _GenerateContentStreamParameters(pydantic.BaseModel):
|
||||
model: str
|
||||
contents: str
|
||||
|
||||
|
||||
def generate_content_stream(client, parameters):
|
||||
response = client.models.generate_content_stream(
|
||||
model=parameters.model,
|
||||
contents=parameters.contents,
|
||||
)
|
||||
for _ in response:
|
||||
pass
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_generate_content_stream',
|
||||
parameters=_GenerateContentStreamParameters(
|
||||
model=shared.GEMINI_MODEL,
|
||||
contents='The quick brown fox jumps over the lazy dog.',
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='generate_content_stream',
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ('pytest_asyncio',)
|
||||
+40
@@ -0,0 +1,40 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
"""Tests for generate_images."""
|
||||
|
||||
from .... import types
|
||||
from ... import pytest_helper
|
||||
|
||||
IMAGEN_MODEL_LATEST = 'imagen-4.0-generate-001'
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_simple_prompt',
|
||||
parameters=types._GenerateImagesParameters(
|
||||
model=IMAGEN_MODEL_LATEST,
|
||||
prompt='Red skateboard',
|
||||
config=types.GenerateImagesConfig(
|
||||
number_of_images=1,
|
||||
output_mime_type='image/jpeg',
|
||||
),
|
||||
),
|
||||
),
|
||||
]
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.generate_images',
|
||||
test_table=test_table,
|
||||
)
|
||||
+38
@@ -0,0 +1,38 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
"""Tests for generate_videos."""
|
||||
|
||||
import os
|
||||
from .... import types
|
||||
from ... import pytest_helper
|
||||
|
||||
VEO_MODEL_LATEST = "veo-2.0-generate-001"
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name="test_simple_prompt",
|
||||
parameters=types._GenerateVideosParameters(
|
||||
model=VEO_MODEL_LATEST,
|
||||
prompt="Man with a dog",
|
||||
),
|
||||
),
|
||||
]
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method="models.generate_videos",
|
||||
test_table=test_table,
|
||||
)
|
||||
@@ -0,0 +1,37 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
|
||||
|
||||
"""Tests for models.list."""
|
||||
|
||||
|
||||
from .... import types
|
||||
from ... import pytest_helper
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_list',
|
||||
parameters=types._ListModelsParameters(
|
||||
config=types.ListModelsConfig(page_size=1)
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.list',
|
||||
test_table=test_table,
|
||||
)
|
||||
+56
@@ -0,0 +1,56 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
|
||||
|
||||
"""Tests for recontext_image."""
|
||||
|
||||
from .... import types
|
||||
from ... import pytest_helper
|
||||
|
||||
VIRTUAL_TRY_ON_IMAGE_MODEL_LATEST = 'virtual-try-on-001'
|
||||
|
||||
PERSON_IMAGE = types.Image(
|
||||
gcs_uri='gs://genai-sdk-tests/inputs/images/man.jpg',
|
||||
)
|
||||
|
||||
PANTS = types.Image(
|
||||
gcs_uri='gs://genai-sdk-tests/inputs/images/pants.jpg',
|
||||
)
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_virtual_try_on',
|
||||
exception_if_mldev=(
|
||||
'only supported in Gemini Enterprise Agent Platform'
|
||||
),
|
||||
parameters=types._RecontextImageParameters(
|
||||
model=VIRTUAL_TRY_ON_IMAGE_MODEL_LATEST,
|
||||
source=types.RecontextImageSource(
|
||||
person_image=PERSON_IMAGE,
|
||||
product_images=[types.ProductImage(product_image=PANTS)],
|
||||
),
|
||||
config=types.RecontextImageConfig(
|
||||
number_of_images=1,
|
||||
output_mime_type='image/jpeg',
|
||||
),
|
||||
),
|
||||
),
|
||||
]
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.recontext_image',
|
||||
test_table=test_table,
|
||||
)
|
||||
+54
@@ -0,0 +1,54 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
|
||||
|
||||
"""Tests for segment_image."""
|
||||
|
||||
import os
|
||||
|
||||
from .... import types
|
||||
from ... import pytest_helper
|
||||
|
||||
SEGMENT_IMAGE_MODEL_LATEST = 'image-segmentation-001'
|
||||
|
||||
SOURCE_IMAGE_FILE_PATH1 = os.path.abspath(
|
||||
os.path.join(os.path.dirname(__file__), '../../data/google.png')
|
||||
)
|
||||
|
||||
SOURCE_IMAGE1 = types.Image.from_file(location=SOURCE_IMAGE_FILE_PATH1)
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_segment_background',
|
||||
exception_if_mldev=(
|
||||
'only supported in Gemini Enterprise Agent Platform'
|
||||
),
|
||||
parameters=types._SegmentImageParameters(
|
||||
model=SEGMENT_IMAGE_MODEL_LATEST,
|
||||
source=types.SegmentImageSource(
|
||||
image=SOURCE_IMAGE1,
|
||||
),
|
||||
config=types.SegmentImageConfig(
|
||||
mode=types.SegmentMode.BACKGROUND,
|
||||
),
|
||||
),
|
||||
),
|
||||
]
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.segment_image',
|
||||
test_table=test_table,
|
||||
)
|
||||
+54
@@ -0,0 +1,54 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
#
|
||||
|
||||
"""Tests for upscale_image."""
|
||||
|
||||
import os
|
||||
|
||||
from .... import types
|
||||
from ... import pytest_helper
|
||||
|
||||
IMAGEN_MODEL_LATEST = 'imagen-4.0-upscale-preview'
|
||||
|
||||
IMAGE_FILE_PATH = os.path.abspath(
|
||||
os.path.join(os.path.dirname(__file__), '../../data/bridge1.png')
|
||||
)
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_upscale',
|
||||
exception_if_mldev=(
|
||||
'only supported in Gemini Enterprise Agent Platform'
|
||||
),
|
||||
parameters=types.UpscaleImageParameters(
|
||||
model=IMAGEN_MODEL_LATEST,
|
||||
image=types.Image.from_file(location=IMAGE_FILE_PATH),
|
||||
upscale_factor='x2',
|
||||
config=types.UpscaleImageConfig(
|
||||
include_rai_reason=True,
|
||||
output_mime_type='image/jpeg',
|
||||
output_compression_quality=80,
|
||||
enhance_input_image=True,
|
||||
image_preservation_factor=0.6,
|
||||
),
|
||||
),
|
||||
),
|
||||
]
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.upscale_image',
|
||||
test_table=test_table,
|
||||
)
|
||||
Reference in new issue
Block a user