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db.py
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db.py
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from typing import List, Any
from mlrun.api import schemas
from mlrun.api.db.base import DBError
from mlrun.api.db.base import DBInterface
from mlrun.db.base import RunDBError
from mlrun.db.filedb import FileRunDB
class FileDB(DBInterface):
def __init__(self, dirpath="", format=".yaml"):
self.db = FileRunDB(dirpath, format)
def initialize(self, session):
self.db.connect()
def store_log(self, session, uid, project="", body=None, append=False):
return self._transform_run_db_error(
self.db.store_log, uid, project, body, append
)
def get_log(self, session, uid, project="", offset=0, size=0):
return self._transform_run_db_error(self.db.get_log, uid, project, offset, size)
def store_run(self, session, struct, uid, project="", iter=0):
return self._transform_run_db_error(
self.db.store_run, struct, uid, project, iter
)
def update_run(self, session, updates: dict, uid, project="", iter=0):
return self._transform_run_db_error(
self.db.update_run, updates, uid, project, iter
)
def read_run(self, session, uid, project="", iter=0):
return self._transform_run_db_error(self.db.read_run, uid, project, iter)
def list_runs(
self,
session,
name="",
uid=None,
project="",
labels=None,
state="",
sort=True,
last=0,
iter=False,
):
return self._transform_run_db_error(
self.db.list_runs, name, uid, project, labels, state, sort, last, iter
)
def del_run(self, session, uid, project="", iter=0):
return self._transform_run_db_error(self.db.del_run, uid, project, iter)
def del_runs(self, session, name="", project="", labels=None, state="", days_ago=0):
return self._transform_run_db_error(
self.db.del_runs, name, project, labels, state, days_ago
)
def store_artifact(
self, session, key, artifact, uid, iter=None, tag="", project=""
):
return self._transform_run_db_error(
self.db.store_artifact, key, artifact, uid, iter, tag, project
)
def read_artifact(self, session, key, tag="", iter=None, project=""):
return self._transform_run_db_error(
self.db.read_artifact, key, tag, iter, project
)
def list_artifacts(
self, session, name="", project="", tag="", labels=None, since=None, until=None
):
return self._transform_run_db_error(
self.db.list_artifacts, name, project, tag, labels, since, until
)
def del_artifact(self, session, key, tag="", project=""):
return self._transform_run_db_error(self.db.del_artifact, key, tag, project)
def del_artifacts(self, session, name="", project="", tag="", labels=None):
return self._transform_run_db_error(
self.db.del_artifacts, name, project, tag, labels
)
def store_function(
self, session, function, name, project="", tag="", versioned=False
):
return self._transform_run_db_error(
self.db.store_function, function, name, project, tag, versioned
)
def get_function(self, session, name, project="", tag="", hash_key=""):
return self._transform_run_db_error(
self.db.get_function, name, project, tag, hash_key
)
def delete_function(self, session, project: str, name: str):
raise NotImplementedError()
def list_functions(self, session, name, project="", tag="", labels=None):
return self._transform_run_db_error(
self.db.list_functions, name, project, tag, labels
)
def store_schedule(self, session, data):
return self._transform_run_db_error(self.db.store_schedule, data)
def list_projects(self, session):
return self._transform_run_db_error(self.db.list_projects)
def list_artifact_tags(self, session, project):
return self._transform_run_db_error(self.db.list_artifact_tags, project)
def create_schedule(
self,
session,
project: str,
name: str,
kind: schemas.ScheduleKinds,
scheduled_object: Any,
cron_trigger: schemas.ScheduleCronTrigger,
):
raise NotImplementedError()
def list_schedules(
self,
session,
project: str = None,
name: str = None,
kind: schemas.ScheduleKinds = None,
) -> List[schemas.ScheduleRecord]:
raise NotImplementedError()
def get_schedule(self, session, project: str, name: str) -> schemas.ScheduleRecord:
raise NotImplementedError()
def delete_schedule(self, session, project: str, name: str):
raise NotImplementedError()
@staticmethod
def _transform_run_db_error(func, *args, **kwargs):
try:
return func(*args, **kwargs)
except RunDBError as exc:
raise DBError(exc.args)