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[ML-19342] Fix cross-workspace job source link on databricks #5174

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merged 5 commits into from Dec 24, 2021
Merged

[ML-19342] Fix cross-workspace job source link on databricks #5174

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fd77ae6
init
liangz1 Dec 16, 2021
6a4c847
fix test
liangz1 Dec 21, 2021
6a73ba4
fix notebook source link for cross-workspace runs
liangz1 Dec 22, 2021
c167b2a
fix test
liangz1 Dec 23, 2021
1e8051f
fix nit
liangz1 Dec 23, 2021
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6 changes: 6 additions & 0 deletions mlflow/tracking/context/databricks_job_context.py
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Expand Up @@ -8,6 +8,8 @@
MLFLOW_DATABRICKS_JOB_ID,
MLFLOW_DATABRICKS_JOB_RUN_ID,
MLFLOW_DATABRICKS_JOB_TYPE,
MLFLOW_DATABRICKS_WORKSPACE_URL,
MLFLOW_DATABRICKS_WORKSPACE_ID,
)


Expand All @@ -20,6 +22,7 @@ def tags(self):
job_run_id = databricks_utils.get_job_run_id()
job_type = databricks_utils.get_job_type()
webapp_url = databricks_utils.get_webapp_url()
workspace_url, workspace_id = databricks_utils.get_workspace_info_from_dbutils()
tags = {
MLFLOW_SOURCE_NAME: (
"jobs/{job_id}/run/{job_run_id}".format(job_id=job_id, job_run_id=job_run_id)
Expand All @@ -36,4 +39,7 @@ def tags(self):
tags[MLFLOW_DATABRICKS_JOB_TYPE] = job_type
if webapp_url is not None:
tags[MLFLOW_DATABRICKS_WEBAPP_URL] = webapp_url
if workspace_url is not None:
tags[MLFLOW_DATABRICKS_WORKSPACE_URL] = workspace_url
tags[MLFLOW_DATABRICKS_WORKSPACE_ID] = workspace_id
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Nit: What if workspace_url is None but workspace_id is not None, and vice versa?

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Yes, it makes sense to not assume that they are dependent on each other.

return tags
2 changes: 2 additions & 0 deletions mlflow/utils/mlflow_tags.py
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Expand Up @@ -27,6 +27,8 @@
MLFLOW_DATABRICKS_WEBAPP_URL = "mlflow.databricks.webappURL"
MLFLOW_DATABRICKS_RUN_URL = "mlflow.databricks.runURL"
MLFLOW_DATABRICKS_CLUSTER_ID = "mlflow.databricks.cluster.id"
MLFLOW_DATABRICKS_WORKSPACE_URL = "mlflow.databricks.workspaceURL"
MLFLOW_DATABRICKS_WORKSPACE_ID = "mlflow.databricks.workspaceID"
# The unique ID of a command execution in a Databricks notebook
MLFLOW_DATABRICKS_NOTEBOOK_COMMAND_ID = "mlflow.databricks.notebook.commandID"
# The SHELL_JOB_ID and SHELL_JOB_RUN_ID tags are used for tracking the
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