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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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#
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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
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# GEMINI_TUNABLE_MODEL = 'gemini-3.1-flash-lite'
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GEMINI_TUNABLE_MODEL = 'gemini-2.5-pro'
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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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#
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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
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# 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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"""Tests for tunings.tune()."""
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from .... import types as genai_types
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from ... import pytest_helper
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from ...shared import tunings
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test_table: list[pytest_helper.TestTableItem] = [
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pytest_helper.TestTableItem(
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name='test_tune',
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parameters=genai_types.CreateTuningJobParameters(
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base_model=tunings.GEMINI_TUNABLE_MODEL,
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training_dataset=genai_types.TuningDataset(
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gcs_uri='gs://cloud-samples-data/ai-platform/generative_ai/gemini-2_0/text/sft_train_data.jsonl',
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),
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config=genai_types.CreateTuningJobConfig(
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epoch_count=1,
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),
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),
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exception_if_mldev=(
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'only supported in Gemini Enterprise Agent Platform mode'
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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='tunings.tune',
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test_table=test_table,
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)
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pytest_plugins = ('pytest_asyncio',)
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+59
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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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#
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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
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# 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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"""Tests tunings.tune(), tunings.get(), tunings.cancel()."""
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from .... import types as genai_types
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from ... import pytest_helper
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from ...shared import tunings
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def create_get_cancel(client, parameters):
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tuning_job = client.tunings.tune(
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base_model=parameters.base_model,
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training_dataset=parameters.training_dataset,
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config=parameters.config,
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)
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tuning_job = client.tunings.get(name=tuning_job.name)
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client.tunings.cancel(name=tuning_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",
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parameters=genai_types.CreateTuningJobParameters(
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base_model=tunings.GEMINI_TUNABLE_MODEL,
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training_dataset=genai_types.TuningDataset(
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gcs_uri="gs://cloud-samples-data/ai-platform/generative_ai/gemini-2_0/text/sft_train_data.jsonl",
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),
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config=genai_types.CreateTuningJobConfig(
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epoch_count=1,
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),
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),
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exception_if_mldev=(
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"only supported in Gemini Enterprise Agent Platform mode"
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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_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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@@ -0,0 +1,42 @@
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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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#
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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
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# 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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"""Tests for tunings.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_default',
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parameters=genai_types._ListTuningJobsParameters(
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config=genai_types.ListTuningJobsConfig(page_size=1)
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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='tunings.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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