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Job scheduler implementation (#1308)
This PR adds support for creating and dropping jobs in evadb based on this [task](#1248). 1. Jobs can be created using the create job query: > CREATE JOB {job_name} AS { > {job_queries; ...} > } > START {start_time} > END {end_time} > EVERY {repeat_period} {repeat_unit} 2. Created jobs can be dropped using: > DROP JOB {job_name} 3. The scheduled jobs will only be triggered if the job scheduler process is started explicitly using: > EvaDBConnection.start_jobs() 4. The job scheduler process can be stopped using: > EvaDBConnection.stop_jobs() --------- Co-authored-by: Gaurav Tarlok Kakkar <[email protected]>
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# coding=utf-8 | ||
# Copyright 2018-2023 EvaDB | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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import datetime | ||
import json | ||
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from sqlalchemy import Boolean, Column, DateTime, Index, Integer, String | ||
from sqlalchemy.orm import relationship | ||
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from evadb.catalog.models.base_model import BaseModel | ||
from evadb.catalog.models.utils import JobCatalogEntry | ||
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class JobCatalog(BaseModel): | ||
"""The `JobCatalog` catalog stores information about all the created Jobs. | ||
`_row_id:` an autogenerated unique identifier. | ||
`_name:` the job name. | ||
`_queries:` the queries to run as part of this job | ||
`_start_time:` the job's start time | ||
`_end_time:` the job's end time | ||
`_repeat_interval:` the job's repeat interval | ||
`_repeat_period:` the job's repeat period | ||
`_active:` is the job active/deleted | ||
`_next_scheduled_run:` the next trigger time for the job as per the schedule | ||
`_created_at:` entry creation time | ||
`_updated_at:` entry last update time | ||
""" | ||
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__tablename__ = "job_catalog" | ||
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_name = Column("name", String(100), unique=True) | ||
_queries = Column("queries", String, nullable=False) | ||
_start_time = Column("start_time", DateTime, default=datetime.datetime.now) | ||
_end_time = Column("end_ts", DateTime) | ||
_repeat_interval = Column("repeat_interval", Integer) | ||
_active = Column("active", Boolean, default=True) | ||
_next_scheduled_run = Column("next_scheduled_run", DateTime) | ||
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_created_at = Column("created_at", DateTime, default=datetime.datetime.now) | ||
_updated_at = Column( | ||
"updated_at", | ||
DateTime, | ||
default=datetime.datetime.now, | ||
onupdate=datetime.datetime.now, | ||
) | ||
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_next_run_index = Index("_next_run_index", _next_scheduled_run) | ||
_job_history_catalog = relationship("JobHistoryCatalog", cascade="all, delete") | ||
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def __init__( | ||
self, | ||
name: str, | ||
queries: str, | ||
start_time: datetime, | ||
end_time: datetime, | ||
repeat_interval: Integer, | ||
active: bool, | ||
next_schedule_run: datetime, | ||
): | ||
self._name = name | ||
self._queries = queries | ||
self._start_time = start_time | ||
self._end_time = end_time | ||
self._repeat_interval = repeat_interval | ||
self._active = active | ||
self._next_scheduled_run = next_schedule_run | ||
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def as_dataclass(self) -> "JobCatalogEntry": | ||
return JobCatalogEntry( | ||
row_id=self._row_id, | ||
name=self._name, | ||
queries=json.loads(self._queries), | ||
start_time=self._start_time, | ||
end_time=self._end_time, | ||
repeat_interval=self._repeat_interval, | ||
active=self._active, | ||
next_scheduled_run=self._next_scheduled_run, | ||
created_at=self._created_at, | ||
updated_at=self._updated_at, | ||
) |
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# coding=utf-8 | ||
# Copyright 2018-2023 EvaDB | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
import datetime | ||
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from sqlalchemy import Column, DateTime, ForeignKey, Integer, String, UniqueConstraint | ||
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from evadb.catalog.models.base_model import BaseModel | ||
from evadb.catalog.models.utils import JobHistoryCatalogEntry | ||
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class JobHistoryCatalog(BaseModel): | ||
"""The `JobHistoryCatalog` stores the execution history of jobs . | ||
`_row_id:` an autogenerated unique identifier. | ||
`_job_id:` job id. | ||
`_job_name:` job name. | ||
`_execution_start_time:` start time of this run | ||
`_execution_end_time:` end time for this run | ||
`_created_at:` entry creation time | ||
`_updated_at:` entry last update time | ||
""" | ||
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__tablename__ = "job_history_catalog" | ||
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_job_id = Column( | ||
"job_id", Integer, ForeignKey("job_catalog._row_id", ondelete="CASCADE") | ||
) | ||
_job_name = Column("job_name", String(100)) | ||
_execution_start_time = Column("execution_start_time", DateTime) | ||
_execution_end_time = Column("execution_end_time", DateTime) | ||
_created_at = Column("created_at", DateTime, default=datetime.datetime.now) | ||
_updated_at = Column( | ||
"updated_at", | ||
DateTime, | ||
default=datetime.datetime.now, | ||
onupdate=datetime.datetime.now, | ||
) | ||
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__table_args__ = (UniqueConstraint("job_id", "execution_start_time"), {}) | ||
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def __init__( | ||
self, | ||
job_id: int, | ||
job_name: str, | ||
execution_start_time: datetime, | ||
execution_end_time: datetime, | ||
): | ||
self._job_id = job_id | ||
self._job_name = job_name | ||
self._execution_start_time = execution_start_time | ||
self._execution_end_time = execution_end_time | ||
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def as_dataclass(self) -> "JobHistoryCatalogEntry": | ||
return JobHistoryCatalogEntry( | ||
row_id=self._row_id, | ||
job_id=self._job_id, | ||
job_name=self._job_name, | ||
execution_start_time=self._execution_start_time, | ||
execution_end_time=self._execution_end_time, | ||
created_at=self._created_at, | ||
updated_at=self._updated_at, | ||
) |
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