prefect.server.models.deployments
Functions for interacting with deployment ORM objects. Intended for internal use by the Prefect REST API.
check_work_queues_for_deployment(session, deployment_id)
async
Get work queues that can pick up the specified deployment.
Work queues will pick up a deployment when all of the following are met.
- The deployment has ALL tags that the work queue has (i.e. the work queue's tags must be a subset of the deployment's tags).
- The work queue's specified deployment IDs match the deployment's ID, or the work queue does NOT have specified deployment IDs.
- The work queue's specified flow runners match the deployment's flow runner or the work queue does NOT have a specified flow runner.
Notes on the query:
- Our database currently allows either "null" and empty lists as null values in filters, so we need to catch both cases with "or".
json_contains(A, B)
should be interpreted as "True if A contains B".
Returns:
Type | Description |
---|---|
Sequence[WorkQueue]
|
List[orm_models.WorkQueue]: WorkQueues |
Source code in src/prefect/server/models/deployments.py
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count_deployments(session, flow_filter=None, flow_run_filter=None, task_run_filter=None, deployment_filter=None, work_pool_filter=None, work_queue_filter=None)
async
Count deployments.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
flow_filter
|
Optional[FlowFilter]
|
only count deployments whose flows match these criteria |
None
|
flow_run_filter
|
Optional[FlowRunFilter]
|
only count deployments whose flow runs match these criteria |
None
|
task_run_filter
|
Optional[TaskRunFilter]
|
only count deployments whose task runs match these criteria |
None
|
deployment_filter
|
Optional[DeploymentFilter]
|
only count deployment that match these filters |
None
|
work_pool_filter
|
Optional[WorkPoolFilter]
|
only count deployments that match these work pool filters |
None
|
work_queue_filter
|
Optional[WorkQueueFilter]
|
only count deployments that match these work pool queue filters |
None
|
Returns:
Name | Type | Description |
---|---|---|
int |
int
|
the number of deployments matching filters |
Source code in src/prefect/server/models/deployments.py
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create_deployment(db, session, deployment)
async
Upserts a deployment.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
a database session |
required |
deployment
|
Deployment
|
a deployment model |
required |
Returns:
Type | Description |
---|---|
Optional[Deployment]
|
orm_models.Deployment: the newly-created or updated deployment |
Source code in src/prefect/server/models/deployments.py
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create_deployment_schedules(session, deployment_id, schedules)
async
Creates a deployment's schedules.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
deployment_id
|
UUID
|
a deployment id |
required |
schedules
|
List[DeploymentScheduleCreate]
|
a list of deployment schedule create actions |
required |
Source code in src/prefect/server/models/deployments.py
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delete_deployment(session, deployment_id)
async
Delete a deployment by id.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
deployment_id
|
UUID
|
a deployment id |
required |
Returns:
Name | Type | Description |
---|---|---|
bool |
bool
|
whether or not the deployment was deleted |
Source code in src/prefect/server/models/deployments.py
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delete_deployment_schedule(session, deployment_id, deployment_schedule_id)
async
Deletes a deployment schedule.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
deployment_schedule_id
|
UUID
|
a deployment schedule id |
required |
Source code in src/prefect/server/models/deployments.py
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delete_schedules_for_deployment(session, deployment_id)
async
Deletes a deployment schedule.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
deployment_id
|
UUID
|
a deployment id |
required |
Source code in src/prefect/server/models/deployments.py
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read_deployment(session, deployment_id)
async
Reads a deployment by id.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
deployment_id
|
UUID
|
a deployment id |
required |
Returns:
Type | Description |
---|---|
Optional[Deployment]
|
orm_models.Deployment: the deployment |
Source code in src/prefect/server/models/deployments.py
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read_deployment_by_name(session, name, flow_name)
async
Reads a deployment by name.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
name
|
str
|
a deployment name |
required |
flow_name
|
str
|
the name of the flow the deployment belongs to |
required |
Returns:
Type | Description |
---|---|
Optional[Deployment]
|
orm_models.Deployment: the deployment |
Source code in src/prefect/server/models/deployments.py
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read_deployment_schedules(session, deployment_id, deployment_schedule_filter=None)
async
Reads a deployment's schedules.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
deployment_id
|
UUID
|
a deployment id |
required |
Returns:
Type | Description |
---|---|
List[DeploymentSchedule]
|
list[schemas.core.DeploymentSchedule]: the deployment's schedules |
Source code in src/prefect/server/models/deployments.py
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read_deployments(session, offset=None, limit=None, flow_filter=None, flow_run_filter=None, task_run_filter=None, deployment_filter=None, work_pool_filter=None, work_queue_filter=None, sort=schemas.sorting.DeploymentSort.NAME_ASC)
async
Read deployments.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
offset
|
Optional[int]
|
Query offset |
None
|
limit
|
Optional[int]
|
Query limit |
None
|
flow_filter
|
Optional[FlowFilter]
|
only select deployments whose flows match these criteria |
None
|
flow_run_filter
|
Optional[FlowRunFilter]
|
only select deployments whose flow runs match these criteria |
None
|
task_run_filter
|
Optional[TaskRunFilter]
|
only select deployments whose task runs match these criteria |
None
|
deployment_filter
|
Optional[DeploymentFilter]
|
only select deployment that match these filters |
None
|
work_pool_filter
|
Optional[WorkPoolFilter]
|
only select deployments whose work pools match these criteria |
None
|
work_queue_filter
|
Optional[WorkQueueFilter]
|
only select deployments whose work pool queues match these criteria |
None
|
sort
|
DeploymentSort
|
the sort criteria for selected deployments. Defaults to |
NAME_ASC
|
Returns:
Type | Description |
---|---|
Sequence[Deployment]
|
List[orm_models.Deployment]: deployments |
Source code in src/prefect/server/models/deployments.py
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schedule_runs(session, deployment_id, start_time=None, end_time=None, min_time=None, min_runs=None, max_runs=None, auto_scheduled=True)
async
Schedule flow runs for a deployment
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
a database session |
required |
deployment_id
|
UUID
|
the id of the deployment to schedule |
required |
start_time
|
Optional[datetime]
|
the time from which to start scheduling runs |
None
|
end_time
|
Optional[datetime]
|
runs will be scheduled until at most this time |
None
|
min_time
|
Optional[timedelta]
|
runs will be scheduled until at least this far in the future |
None
|
min_runs
|
Optional[int]
|
a minimum amount of runs to schedule |
None
|
max_runs
|
Optional[int]
|
a maximum amount of runs to schedule |
None
|
This function will generate the minimum number of runs that satisfy the min and max times, and the min and max counts. Specifically, the following order will be respected.
- Runs will be generated starting on or after the `start_time`
- No more than `max_runs` runs will be generated
- No runs will be generated after `end_time` is reached
- At least `min_runs` runs will be generated
- Runs will be generated until at least `start_time` + `min_time` is reached
Returns:
Type | Description |
---|---|
Sequence[UUID]
|
a list of flow run ids scheduled for the deployment |
Source code in src/prefect/server/models/deployments.py
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update_deployment(session, deployment_id, deployment)
async
Updates a deployment.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
a database session |
required |
deployment_id
|
UUID
|
the ID of the deployment to modify |
required |
deployment
|
DeploymentUpdate
|
changes to a deployment model |
required |
Returns:
Name | Type | Description |
---|---|---|
bool |
bool
|
whether the deployment was updated |
Source code in src/prefect/server/models/deployments.py
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update_deployment_schedule(session, deployment_id, deployment_schedule_id, schedule)
async
Updates a deployment's schedules.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
session
|
AsyncSession
|
A database session |
required |
deployment_schedule_id
|
UUID
|
a deployment schedule id |
required |
schedule
|
DeploymentScheduleUpdate
|
a deployment schedule update action |
required |
Source code in src/prefect/server/models/deployments.py
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