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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
|
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#
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# 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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#
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GEMINI_MODEL = 'gemini-3.1-pro-preview' # Gemini only
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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
|
||||
# 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");
|
||||
# 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 batches.create(), batches.delete()."""
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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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def create_delete(client, parameters):
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batch_job = client.batches.create(
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model=parameters.model,
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src=parameters.src,
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config=parameters.config,
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)
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# if pending then don't delete to avoid error
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batch_job = client.batches.get(name=batch_job.name)
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if batch_job.state != genai_types.JobState.JOB_STATE_PENDING:
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client.batches.delete(name=batch_job.name)
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test_table: list[pytest_helper.TestTableItem] = [
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pytest_helper.TestTableItem(
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name="test_create_delete_mldev",
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parameters=genai_types._CreateBatchJobParameters(
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model=shared.GEMINI_MODEL,
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src=[{
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"contents": [{
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"parts": [{"text": "Why is the sky blue?"}],
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"role": "user",
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}]
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}],
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),
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exception_if_vertex=(
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"not 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="create_delete",
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test_table=test_table,
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)
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pytest_plugins = ("pytest_asyncio",)
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+57
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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 batches.create(), batches.get(), batches.cancel()."""
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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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def create_get_cancel(client, parameters):
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batch_job = client.batches.create(
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model=parameters.model,
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src=parameters.src,
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config=parameters.config,
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)
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batch_job = client.batches.get(name=batch_job.name)
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client.batches.cancel(name=batch_job.name)
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test_table: list[pytest_helper.TestTableItem] = [
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pytest_helper.TestTableItem(
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name="test_create_get_cancel_mldev",
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parameters=genai_types._CreateBatchJobParameters(
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model=shared.GEMINI_MODEL,
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src=[{
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"contents": [{
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"parts": [{"text": "Why is the sky blue?"}],
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"role": "user",
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}]
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}],
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),
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exception_if_vertex="Exactly one of ",
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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="create_get_cancel",
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test_table=test_table,
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)
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pytest_plugins = ("pytest_asyncio",)
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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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||||
|
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"""Tests for batches.list()."""
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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(
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name='test_list_batch_jobs',
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parameters=genai_types._ListBatchJobsParameters(
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config=genai_types.ListBatchJobsConfig(
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page_size=2,
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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='batches.list',
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test_table=test_table,
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)
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pytest_plugins = ('pytest_asyncio',)
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@@ -0,0 +1,14 @@
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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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# Copyright 2025 Google LLC
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#
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||||
# 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 caches.create(), caches.get(), and caches.delete()."""
|
||||
|
||||
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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def create_get_delete(client, parameters):
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if client.vertexai:
|
||||
cache = client.caches.create(
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model=parameters.model,
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config=parameters.config,
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||||
)
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else:
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# For MLDev, we must create the file before creating the cache.
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file = client.files.upload(file="tests/data/a-man-and-a-dog.png")
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config = genai_types.CreateCachedContentConfig(
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contents=[
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genai_types.Part.from_uri(
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file_uri=file.uri,
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mime_type=file.mime_type,
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||||
)
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]
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* 5
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)
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cache = client.caches.create(model=parameters.model, config=config)
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got_cache = client.caches.get(name=cache.name)
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client.caches.delete(name=got_cache.name)
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||||
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||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name="test_create_get_delete",
|
||||
parameters=genai_types._CreateCachedContentParameters(
|
||||
model=shared.GEMINI_MODEL,
|
||||
config=genai_types.CreateCachedContentConfig(
|
||||
contents=[genai_types.Part.from_uri(
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||||
file_uri="gs://cloud-samples-data/generative-ai/image/a-man-and-a-dog.png",
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||||
mime_type="image/png",
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||||
)] * 5
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||||
),
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method="create_get_delete",
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ("pytest_asyncio",)
|
||||
+72
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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 caches.create(), caches.update(), and caches.get()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
from ... import shared
|
||||
|
||||
|
||||
def create_update_get(client, parameters):
|
||||
if client.vertexai:
|
||||
cache = client.caches.create(
|
||||
model=parameters.model,
|
||||
config=parameters.config,
|
||||
)
|
||||
else:
|
||||
# For MLDev, we must create the file before creating the cache.
|
||||
file = client.files.upload(file="tests/data/a-man-and-a-dog.png")
|
||||
config = genai_types.CreateCachedContentConfig(
|
||||
contents=[
|
||||
genai_types.Part.from_uri(
|
||||
file_uri=file.uri,
|
||||
mime_type=file.mime_type,
|
||||
)
|
||||
]
|
||||
* 5
|
||||
)
|
||||
cache = client.caches.create(model=parameters.model, config=config)
|
||||
|
||||
updated_cache = client.caches.update(
|
||||
name=cache.name,
|
||||
config=genai_types.UpdateCachedContentConfig(ttl="7200s"),
|
||||
)
|
||||
_ = client.caches.get(name=updated_cache.name)
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name="test_create_update_get",
|
||||
parameters=genai_types._CreateCachedContentParameters(
|
||||
model=shared.GEMINI_MODEL,
|
||||
config=genai_types.CreateCachedContentConfig(
|
||||
contents=[genai_types.Part.from_uri(
|
||||
file_uri="gs://cloud-samples-data/generative-ai/image/a-man-and-a-dog.png",
|
||||
mime_type="image/png",
|
||||
)] * 5
|
||||
),
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method="create_update_get",
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ("pytest_asyncio",)
|
||||
@@ -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 caches.list()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_list_cached_contents',
|
||||
parameters=genai_types._ListCachedContentsParameters(
|
||||
config=genai_types.ListCachedContentsConfig(
|
||||
page_size=2,
|
||||
),
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='caches.list',
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ('pytest_asyncio',)
|
||||
@@ -0,0 +1,14 @@
|
||||
# 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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+50
@@ -0,0 +1,50 @@
|
||||
# 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.
|
||||
#
|
||||
|
||||
"""Table tests for chats.send_message()."""
|
||||
|
||||
import pydantic
|
||||
|
||||
from ... import pytest_helper
|
||||
from ... import shared
|
||||
|
||||
|
||||
class _SendMessageParameters(pydantic.BaseModel):
|
||||
model: str
|
||||
message: str
|
||||
|
||||
|
||||
def send_message(client, parameters):
|
||||
chat = client.chats.create(model=parameters.model)
|
||||
chat.send_message(parameters.message)
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name="test_send_message",
|
||||
parameters=_SendMessageParameters(
|
||||
model=shared.GEMINI_MODEL,
|
||||
message="Hello",
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method="send_message",
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ("pytest_asyncio",)
|
||||
+52
@@ -0,0 +1,52 @@
|
||||
# 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.
|
||||
#
|
||||
|
||||
"""Table tests for chats.send_message_stream()."""
|
||||
|
||||
import pydantic
|
||||
|
||||
from ... import pytest_helper
|
||||
from ... import shared
|
||||
|
||||
|
||||
class _SendMessageStreamParameters(pydantic.BaseModel):
|
||||
model: str
|
||||
message: str
|
||||
|
||||
|
||||
def send_message_stream(client, parameters):
|
||||
chat = client.chats.create(model=parameters.model)
|
||||
response = chat.send_message_stream(parameters.message)
|
||||
for _ in response:
|
||||
pass
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name="test_send_message_stream",
|
||||
parameters=_SendMessageStreamParameters(
|
||||
model=shared.GEMINI_MODEL,
|
||||
message="Tell a joke.",
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method="send_message_stream",
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ("pytest_asyncio",)
|
||||
@@ -0,0 +1,14 @@
|
||||
# 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.
|
||||
#
|
||||
BIN
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BIN
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@@ -0,0 +1,41 @@
|
||||
# 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 files.list()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_list_files',
|
||||
parameters=genai_types._ListFilesParameters(
|
||||
config=genai_types.ListFilesConfig(
|
||||
page_size=2,
|
||||
),
|
||||
),
|
||||
exception_if_vertex='only supported in Gemini Developer API mode',
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='files.list',
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ('pytest_asyncio',)
|
||||
+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 files.upload(), files.get(), and files.delete()."""
|
||||
|
||||
from pydantic import BaseModel
|
||||
from ... import pytest_helper
|
||||
|
||||
|
||||
class _UploadGetDeleteParameters(BaseModel):
|
||||
file_path: str
|
||||
|
||||
|
||||
def upload_get_delete(client, parameters):
|
||||
file = None
|
||||
try:
|
||||
file = client.files.upload(file=parameters.file_path)
|
||||
assert file.name
|
||||
got_file = client.files.get(name=file.name)
|
||||
assert got_file.name == file.name
|
||||
finally:
|
||||
if file and file.name:
|
||||
client.files.delete(name=file.name)
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name="test_upload_get_delete_image",
|
||||
parameters=_UploadGetDeleteParameters(
|
||||
file_path="tests/data/google.png",
|
||||
),
|
||||
exception_if_vertex='only supported in the Gemini Developer client',
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method="upload_get_delete",
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ("pytest_asyncio",)
|
||||
@@ -0,0 +1,14 @@
|
||||
# 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.
|
||||
#
|
||||
BIN
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BIN
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BIN
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BIN
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BIN
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BIN
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BIN
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BIN
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BIN
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+44
@@ -0,0 +1,44 @@
|
||||
# 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.compute_tokens()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
from ... import shared
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_compute_tokens',
|
||||
parameters=genai_types._ComputeTokensParameters(
|
||||
model=shared.GEMINI_MODEL,
|
||||
contents='The quick brown fox jumps over the lazy dog.',
|
||||
),
|
||||
exception_if_mldev=(
|
||||
'only supported in Gemini Enterprise Agent Platform'
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.compute_tokens',
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ('pytest_asyncio',)
|
||||
+41
@@ -0,0 +1,41 @@
|
||||
# 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.count_tokens()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
from ... import shared
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_count_tokens',
|
||||
parameters=genai_types._CountTokensParameters(
|
||||
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='models.count_tokens',
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ('pytest_asyncio',)
|
||||
+69
@@ -0,0 +1,69 @@
|
||||
# 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 edit_image."""
|
||||
|
||||
import os
|
||||
|
||||
from .... import types
|
||||
from ... import pytest_helper
|
||||
|
||||
CAPABILITY_MODEL_NAME = 'imagen-3.0-capability-001'
|
||||
|
||||
IMAGE_FILE_PATH = os.path.abspath(
|
||||
os.path.join(os.path.dirname(__file__), '../../data/google.png')
|
||||
)
|
||||
|
||||
MASK_FILE_PATH = os.path.abspath(
|
||||
os.path.join(os.path.dirname(__file__), '../../data/checkerboard.png')
|
||||
)
|
||||
|
||||
raw_ref_image = types.RawReferenceImage(
|
||||
reference_id=1,
|
||||
reference_image=types.Image.from_file(location=IMAGE_FILE_PATH),
|
||||
)
|
||||
|
||||
mask_ref_image = types.MaskReferenceImage(
|
||||
reference_id=2,
|
||||
config=types.MaskReferenceConfig(
|
||||
mask_mode='MASK_MODE_BACKGROUND',
|
||||
mask_dilation=0.06,
|
||||
),
|
||||
)
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_edit_mask_inpaint_insert',
|
||||
exception_if_mldev=(
|
||||
'only supported in Gemini Enterprise Agent Platform'
|
||||
),
|
||||
parameters=types._EditImageParameters(
|
||||
model=CAPABILITY_MODEL_NAME,
|
||||
prompt='Sunlight and clear weather',
|
||||
reference_images=[raw_ref_image, mask_ref_image],
|
||||
config=types.EditImageConfig(
|
||||
edit_mode=types.EditMode.EDIT_MODE_INPAINT_INSERTION,
|
||||
),
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.edit_image',
|
||||
test_table=test_table,
|
||||
)
|
||||
@@ -0,0 +1,53 @@
|
||||
# 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()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_embed',
|
||||
parameters=genai_types.EmbedContentParameters(
|
||||
model='gemini-embedding-001',
|
||||
contents='Hello world!',
|
||||
config={
|
||||
'output_dimensionality': 10,
|
||||
},
|
||||
),
|
||||
),
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_embed_gemini_embedding_2',
|
||||
parameters=genai_types.EmbedContentParameters(
|
||||
model='gemini-embedding-2-preview',
|
||||
contents='Hello world!',
|
||||
config={
|
||||
'output_dimensionality': 10,
|
||||
},
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='models.embed_content',
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ('pytest_asyncio',)
|
||||
+58
@@ -0,0 +1,58 @@
|
||||
# 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()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
from ... import shared
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_generate_content',
|
||||
parameters=genai_types._GenerateContentParameters(
|
||||
model=shared.GEMINI_MODEL,
|
||||
contents='The quick brown fox jumps over the lazy dog.',
|
||||
),
|
||||
),
|
||||
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,
|
||||
)
|
||||
@@ -0,0 +1,15 @@
|
||||
# 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.
|
||||
# GEMINI_TUNABLE_MODEL = 'gemini-3.1-flash-lite'
|
||||
GEMINI_TUNABLE_MODEL = 'gemini-2.5-pro'
|
||||
BIN
Binary file not shown.
BIN
Binary file not shown.
BIN
Binary file not shown.
BIN
Binary file not shown.
@@ -0,0 +1,48 @@
|
||||
# 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 tunings.tune()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
from ...shared import tunings
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_tune',
|
||||
parameters=genai_types.CreateTuningJobParameters(
|
||||
base_model=tunings.GEMINI_TUNABLE_MODEL,
|
||||
training_dataset=genai_types.TuningDataset(
|
||||
gcs_uri='gs://cloud-samples-data/ai-platform/generative_ai/gemini-2_0/text/sft_train_data.jsonl',
|
||||
),
|
||||
config=genai_types.CreateTuningJobConfig(
|
||||
epoch_count=1,
|
||||
),
|
||||
),
|
||||
exception_if_mldev=(
|
||||
'only supported in Gemini Enterprise Agent Platform mode'
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='tunings.tune',
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ('pytest_asyncio',)
|
||||
+59
@@ -0,0 +1,59 @@
|
||||
# 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 tunings.tune(), tunings.get(), tunings.cancel()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
from ...shared import tunings
|
||||
|
||||
|
||||
def create_get_cancel(client, parameters):
|
||||
tuning_job = client.tunings.tune(
|
||||
base_model=parameters.base_model,
|
||||
training_dataset=parameters.training_dataset,
|
||||
config=parameters.config,
|
||||
)
|
||||
tuning_job = client.tunings.get(name=tuning_job.name)
|
||||
client.tunings.cancel(name=tuning_job.name)
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name="test_create_get_cancel",
|
||||
parameters=genai_types.CreateTuningJobParameters(
|
||||
base_model=tunings.GEMINI_TUNABLE_MODEL,
|
||||
training_dataset=genai_types.TuningDataset(
|
||||
gcs_uri="gs://cloud-samples-data/ai-platform/generative_ai/gemini-2_0/text/sft_train_data.jsonl",
|
||||
),
|
||||
config=genai_types.CreateTuningJobConfig(
|
||||
epoch_count=1,
|
||||
),
|
||||
),
|
||||
exception_if_mldev=(
|
||||
"only supported in Gemini Enterprise Agent Platform mode"
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method="create_get_cancel",
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ("pytest_asyncio",)
|
||||
@@ -0,0 +1,42 @@
|
||||
# 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 tunings.list()."""
|
||||
|
||||
from .... import types as genai_types
|
||||
from ... import pytest_helper
|
||||
|
||||
|
||||
test_table: list[pytest_helper.TestTableItem] = [
|
||||
pytest_helper.TestTableItem(
|
||||
name='test_default',
|
||||
parameters=genai_types._ListTuningJobsParameters(
|
||||
config=genai_types.ListTuningJobsConfig(page_size=1)
|
||||
),
|
||||
exception_if_mldev=(
|
||||
'only supported in Gemini Enterprise Agent Platform'
|
||||
),
|
||||
),
|
||||
]
|
||||
|
||||
pytestmark = pytest_helper.setup(
|
||||
file=__file__,
|
||||
globals_for_file=globals(),
|
||||
test_method='tunings.list',
|
||||
test_table=test_table,
|
||||
)
|
||||
|
||||
pytest_plugins = ('pytest_asyncio',)
|
||||
Reference in new issue
Block a user