Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

feat: add filter and timestamp splits #627

Merged
merged 11 commits into from
Aug 18, 2021
Merged

feat: add filter and timestamp splits #627

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
11 commits
Select commit Hold shift + click to select a range
cea0efe
Fixed splits
ivanmkc Aug 17, 2021
96d06a5
Fixed docstrings
ivanmkc Aug 17, 2021
5047df7
Fix test bug
ivanmkc Aug 17, 2021
99bed93
Ran linter
ivanmkc Aug 17, 2021
3c4596c
Fixed FractionSplit and AutoMLVideo FilterSplit issues
ivanmkc Aug 17, 2021
ca14977
Added warning for incomplete filter splits
ivanmkc Aug 17, 2021
c09c64f
Fixed AutoMLVideo tests
ivanmkc Aug 17, 2021
280ecd2
Fixed type
ivanmkc Aug 17, 2021
c9b5ff7
Moved annotation_schema_uri
ivanmkc Aug 17, 2021
c07d7fa
Tweaked docstrings
ivanmkc Aug 17, 2021
e539f4b
Merge branch 'master' into imkc--filter_timestamp_splits
sasha-gitg Aug 18, 2021
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1,181 changes: 943 additions & 238 deletions google/cloud/aiplatform/training_jobs.py
View file
Open in desktop

Large diffs are not rendered by default.

28 changes: 2 additions & 26 deletions tests/unit/aiplatform/test_automl_forecasting_training_jobs.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -103,14 +103,11 @@
_TEST_DATASET_NAME = "test-dataset-name"

_TEST_MODEL_DISPLAY_NAME = "model-display-name"

_TEST_LABELS = {"key": "value"}
_TEST_MODEL_LABELS = {"model_key": "model_value"}
_TEST_TRAINING_FRACTION_SPLIT = 0.8
_TEST_VALIDATION_FRACTION_SPLIT = 0.1
_TEST_TEST_FRACTION_SPLIT = 0.1
_TEST_PREDEFINED_SPLIT_COLUMN_NAME = "split"

_TEST_OUTPUT_PYTHON_PACKAGE_PATH = "gs://test/ouput/python/trainer.tar.gz"
_TEST_PREDEFINED_SPLIT_COLUMN_NAME = "split"

_TEST_MODEL_NAME = "projects/my-project/locations/us-central1/models/12345"

Expand Down Expand Up @@ -261,18 +258,11 @@ def test_run_call_pipeline_service_create(
if not sync:
model_from_job.wait()

true_fraction_split = gca_training_pipeline.FractionSplit(
Copy link
Contributor Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Removed since we test splits separately later.

training_fraction=_TEST_TRAINING_FRACTION_SPLIT,
validation_fraction=_TEST_VALIDATION_FRACTION_SPLIT,
test_fraction=_TEST_TEST_FRACTION_SPLIT,
)

true_managed_model = gca_model.Model(
display_name=_TEST_MODEL_DISPLAY_NAME, labels=_TEST_MODEL_LABELS
)

true_input_data_config = gca_training_pipeline.InputDataConfig(
fraction_split=true_fraction_split,
predefined_split=gca_training_pipeline.PredefinedSplit(
key=_TEST_PREDEFINED_SPLIT_COLUMN_NAME
),
Expand Down Expand Up @@ -348,19 +338,12 @@ def test_run_call_pipeline_if_no_model_display_name_nor_model_labels(
if not sync:
model_from_job.wait()

true_fraction_split = gca_training_pipeline.FractionSplit(
training_fraction=_TEST_TRAINING_FRACTION_SPLIT,
validation_fraction=_TEST_VALIDATION_FRACTION_SPLIT,
test_fraction=_TEST_TEST_FRACTION_SPLIT,
)

# Test that if defaults to the job display name
true_managed_model = gca_model.Model(
display_name=_TEST_DISPLAY_NAME, labels=_TEST_LABELS,
)

true_input_data_config = gca_training_pipeline.InputDataConfig(
fraction_split=true_fraction_split,
dataset_id=mock_dataset_time_series.name,
)

Expand Down Expand Up @@ -422,17 +405,10 @@ def test_run_call_pipeline_if_set_additional_experiments(
if not sync:
model_from_job.wait()

true_fraction_split = gca_training_pipeline.FractionSplit(
training_fraction=_TEST_TRAINING_FRACTION_SPLIT,
validation_fraction=_TEST_VALIDATION_FRACTION_SPLIT,
test_fraction=_TEST_TEST_FRACTION_SPLIT,
)

# Test that if defaults to the job display name
true_managed_model = gca_model.Model(display_name=_TEST_DISPLAY_NAME)

true_input_data_config = gca_training_pipeline.InputDataConfig(
fraction_split=true_fraction_split,
dataset_id=mock_dataset_time_series.name,
)

Expand Down
Loading