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feat: Add display experiment run button for Ipython environments
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PiperOrigin-RevId: 639147169
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vertex-sdk-bot authored and Copybara-Service committed May 31, 2024
1 parent 28a3c56 commit ba65828
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Showing 2 changed files with 33 additions and 0 deletions.
2 changes: 2 additions & 0 deletions google/cloud/aiplatform/metadata/metadata.py
Original file line number Diff line number Diff line change
Expand Up @@ -492,6 +492,8 @@ def start_run(
run_name=run, experiment=self.experiment, tensorboard=tensorboard
)

_ipython_utils.display_experiment_run_button(self._experiment_run)

return self._experiment_run

def end_run(
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31 changes: 31 additions & 0 deletions google/cloud/aiplatform/utils/_ipython_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -24,6 +24,7 @@

if typing.TYPE_CHECKING:
from google.cloud.aiplatform.metadata import experiment_resources
from google.cloud.aiplatform.metadata import experiment_run_resource
from google.cloud.aiplatform import model_evaluation

_LOGGER = base.Logger(__name__)
Expand Down Expand Up @@ -168,6 +169,36 @@ def display_experiment_button(experiment: "experiment_resources.Experiment") ->
display_link("View Experiment", uri, "science")


def display_experiment_run_button(
experiment_run: "experiment_run_resource.ExperimentRun",
) -> None:
"""Function to generate a link bound to the Vertex experiment run"""
if not is_ipython_available():
return
try:
project = experiment_run.project
location = experiment_run.location
experiment_name = experiment_run._experiment._metadata_context.name
run_name = experiment_run.name
if (
run_name is None
or experiment_name is None
or project is None
or location is None
):
return
except AttributeError:
_LOGGER.warning("Unable to fetch experiment run metadata")
return

uri = (
"https://console.cloud.google.com/vertex-ai/experiments/locations/"
+ f"{location}/experiments/{experiment_name}/"
+ f"runs/{experiment_name}-{run_name}?project={project}"
)
display_link("View Experiment Run", uri, "science")


def display_model_evaluation_button(
evaluation: "model_evaluation.ModelEvaluation",
) -> None:
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