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Add DB migration from previous onboarding states
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src/zenml/zen_stores/migrations/versions/b4fca5241eea_migrate_onboarding_state.py
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"""Migrate onboarding state [b4fca5241eea]. | ||
Revision ID: b4fca5241eea | ||
Revises: 0.58.2 | ||
Create Date: 2024-06-20 15:01:22.414801 | ||
""" | ||
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import json | ||
from typing import Dict, List | ||
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import sqlalchemy as sa | ||
from alembic import op | ||
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# revision identifiers, used by Alembic. | ||
revision = "b4fca5241eea" | ||
down_revision = "0.58.2" | ||
branch_labels = None | ||
depends_on = None | ||
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ONBOARDING_KEY_MAPPING = { | ||
"connect_zenml": ["device_verified"], | ||
"run_first_pipeline": ["pipeline_run", "starter_setup_completed"], | ||
"create_service_connector": ["service_connector_created"], | ||
"create_remote_artifact_store": ["remote_artifact_store_created"], | ||
"create_remote_stack": ["stack_with_remote_artifact_store_created"], | ||
"run_remote_pipeline": [ | ||
"pipeline_run_with_remote_artifact_store", | ||
"production_setup_completed", | ||
], | ||
} | ||
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def upgrade() -> None: | ||
"""Upgrade database schema and/or data, creating a new revision.""" | ||
connection = op.get_bind() | ||
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meta = sa.MetaData() | ||
meta.reflect(only=("server_settings",), bind=connection) | ||
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server_settings_table = sa.Table("server_settings", meta) | ||
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existing_onboarding_state = connection.execute( | ||
sa.select(server_settings_table.c.onboarding_state) | ||
).scalar_one_or_none() | ||
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new_state = [] | ||
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if existing_onboarding_state: | ||
# Case 1: There was already an existing onboarding state in the DB | ||
# -> Migrate to the new server keys | ||
state = json.loads(existing_onboarding_state) | ||
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if isinstance(state, Dict): | ||
for key in state.keys(): | ||
if key in ONBOARDING_KEY_MAPPING: | ||
new_state.extend(ONBOARDING_KEY_MAPPING[key]) | ||
elif isinstance(state, List): | ||
# Somehow the state is already converted, probably shouldn't happen | ||
return | ||
else: | ||
# Case 2: There is no onboarding state in the DB. This is the case when | ||
# updating from an old version or cloud tenants which previously used | ||
# an external tool to store the onboarding progress | ||
# -> Query the DB to figure out which steps are already completed | ||
meta = sa.MetaData() | ||
meta.reflect( | ||
only=( | ||
"pipeline_run", | ||
"stack_component", | ||
"stack", | ||
"stack_composition", | ||
"service_connector", | ||
"pipeline_deployment", | ||
), | ||
bind=connection, | ||
) | ||
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pipeline_run_table = sa.Table("pipeline_run", meta) | ||
service_connector_table = sa.Table("service_connector", meta) | ||
stack_component_table = sa.Table("stack_component", meta) | ||
stack_table = sa.Table("stack", meta) | ||
stack_composition_table = sa.Table("stack_composition", meta) | ||
pipeline_deployment_table = sa.Table("pipeline_deployment", meta) | ||
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pipeline_run_count = connection.execute( | ||
sa.select(sa.func.count(pipeline_run_table.c.id)) | ||
).scalar() | ||
if pipeline_run_count > 0: | ||
new_state.extend(ONBOARDING_KEY_MAPPING["run_first_pipeline"]) | ||
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service_connector_count = connection.execute( | ||
sa.select(sa.func.count(service_connector_table.c.id)) | ||
).scalar() | ||
if service_connector_count > 0: | ||
new_state.extend( | ||
ONBOARDING_KEY_MAPPING["create_service_connector"] | ||
) | ||
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remote_artifact_store_count = connection.execute( | ||
sa.select(sa.func.count(stack_component_table.c.id)) | ||
.where(stack_component_table.c.flavor != "local") | ||
.where(stack_component_table.c.type == "artifact_store") | ||
).scalar() | ||
if remote_artifact_store_count > 0: | ||
new_state.extend( | ||
ONBOARDING_KEY_MAPPING["create_remote_artifact_store"] | ||
) | ||
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remote_stack_count = connection.execute( | ||
sa.select(sa.func.count(stack_table.c.id)) | ||
.where(stack_composition_table.c.stack_id == stack_table.c.id) | ||
.where( | ||
stack_composition_table.c.component_id | ||
== stack_component_table.c.id | ||
) | ||
.where(stack_component_table.c.flavor != "local") | ||
.where(stack_component_table.c.type == "artifact_store") | ||
).scalar() | ||
if remote_stack_count > 0: | ||
new_state.extend(ONBOARDING_KEY_MAPPING["create_remote_stack"]) | ||
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remote_pipeline_run_count = connection.execute( | ||
sa.select(sa.func.count(pipeline_run_table.c.id)) | ||
.where( | ||
pipeline_run_table.c.deployment_id | ||
== pipeline_deployment_table.c.id | ||
) | ||
.where(pipeline_deployment_table.c.stack_id == stack_table.c.id) | ||
.where(stack_composition_table.c.stack_id == stack_table.c.id) | ||
.where( | ||
stack_composition_table.c.component_id | ||
== stack_component_table.c.id | ||
) | ||
.where(stack_component_table.c.flavor != "local") | ||
.where(stack_component_table.c.type == "artifact_store") | ||
).scalar() | ||
if remote_pipeline_run_count > 0: | ||
new_state.extend(ONBOARDING_KEY_MAPPING["run_remote_pipeline"]) | ||
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if new_state: | ||
# If any of the items are finished, we also complete the initial | ||
# onboarding step which is not explicitly tracked in the database | ||
new_state.append("device_verified") | ||
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raise RuntimeError(str(new_state)) | ||
connection.execute( | ||
sa.update(server_settings_table).values( | ||
onboarding_state=json.dumps(new_state) | ||
) | ||
) | ||
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def downgrade() -> None: | ||
"""Downgrade database schema and/or data back to the previous revision.""" | ||
# ### commands auto generated by Alembic - please adjust! ### | ||
pass | ||
# ### end Alembic commands ### |