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operation.py
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from grpc import insecure_channel
from src.pb import service_pb2_grpc, service_pb2, subject_pb2, datum_pb2, aggregate_pb2, heart_beat_pb2
from typing import List, Union, Optional, Dict, Iterator
def _safe_list(value: Optional[Union[any, List[any]]]) -> List[any]:
if value is None:
return []
elif type(value) is List:
return value
else:
return [value]
def _read_query(
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
limit: Optional[int] = None,
is_ascending: bool = False,
auth_token: str = None
) -> Dict:
query = dict(
datum_type=_safe_list(datum_type),
group_name=_safe_list(group_name),
email=_safe_list(email),
instance_id=_safe_list(instance_id),
source=_safe_list(source),
device_manufacturer=_safe_list(device_manufacturer),
device_model=_safe_list(device_model),
device_version=_safe_list(device_version),
device_os=_safe_list(device_os),
app_id=_safe_list(app_id),
app_version=_safe_list(app_version),
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
limit=0 if None else limit,
is_ascending=is_ascending
)
return dict(
request=service_pb2.Query.Read(**query),
metadata=[('auth_token', auth_token)]
)
def _aggregate_query(
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
auth_token: str = None
) -> Dict:
query = dict(
datum_type=_safe_list(datum_type),
group_name=_safe_list(group_name),
email=_safe_list(email),
instance_id=_safe_list(instance_id),
source=_safe_list(source),
device_manufacturer=_safe_list(device_manufacturer),
device_model=_safe_list(device_model),
device_version=_safe_list(device_version),
device_os=_safe_list(device_os),
app_id=_safe_list(app_id),
app_version=_safe_list(app_version),
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
)
return dict(
request=service_pb2.Query.Aggregate(**query),
metadata=[('auth_token', auth_token)]
)
class Operation:
def __init__(self, server_address: str, auth_token: str):
self._server_address = server_address
self._auth_token = auth_token
self._channel = insecure_channel(self._server_address)
self._data_stub = service_pb2_grpc.DataOperationsStub(self._channel)
self._subject_stub = service_pb2_grpc.SubjectsOperationsStub(self._channel)
self._heart_beat_stub = service_pb2_grpc.HeartBeatsOperationStub(self._channel)
self._aggregate_stub = service_pb2_grpc.AggregateOperationsStub(self._channel)
def __enter__(self):
pass
def __exit__(self, exc_type, exc_val, exc_tb):
self._channel.close()
def read_data(
self,
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
limit: Optional[int] = None,
is_ascending: bool = False
) -> List[datum_pb2.Datum]:
response = self._data_stub.ReadData(
**_read_query(
datum_type=datum_type,
group_name=group_name,
email=email,
instance_id=instance_id,
source=source,
device_manufacturer=device_manufacturer,
device_model=device_model,
device_version=device_version,
device_os=device_os,
app_id=app_id,
app_version=app_version,
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
limit=0 if None else limit,
is_ascending=is_ascending,
auth_token=self._auth_token
)
)
return response.datum
def read_data_as_stream(
self,
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
limit: Optional[int] = None,
is_ascending: bool = False
) -> Iterator[datum_pb2.Datum]:
return self._data_stub.ReadDataAsStream(
**_read_query(
datum_type=datum_type,
group_name=group_name,
email=email,
instance_id=instance_id,
source=source,
device_manufacturer=device_manufacturer,
device_model=device_model,
device_version=device_version,
device_os=device_os,
app_id=app_id,
app_version=app_version,
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
limit=0 if None else limit,
is_ascending=is_ascending,
auth_token=self._auth_token
)
)
def read_subjects(
self,
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
limit: Optional[int] = None,
is_ascending: bool = False
) -> List[subject_pb2.Subject]:
response = self._subject_stub.ReadSubjects(
**_read_query(
datum_type=datum_type,
group_name=group_name,
email=email,
instance_id=instance_id,
source=source,
device_manufacturer=device_manufacturer,
device_model=device_model,
device_version=device_version,
device_os=device_os,
app_id=app_id,
app_version=app_version,
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
limit=0 if None else limit,
is_ascending=is_ascending,
auth_token=self._auth_token
)
)
return response.subject
def read_subjects_as_stream(
self,
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
limit: Optional[int] = None,
is_ascending: bool = False
) -> Iterator[subject_pb2.Subject]:
return self._subject_stub.ReadSubjectsAsStream(
**_read_query(
datum_type=datum_type,
group_name=group_name,
email=email,
instance_id=instance_id,
source=source,
device_manufacturer=device_manufacturer,
device_model=device_model,
device_version=device_version,
device_os=device_os,
app_id=app_id,
app_version=app_version,
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
limit=0 if None else limit,
is_ascending=is_ascending,
auth_token=self._auth_token
)
)
def read_heart_beats(
self,
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
limit: Optional[int] = None,
is_ascending: bool = False
) -> List[heart_beat_pb2.HeartBeat]:
response = self._heart_beat_stub.ReadHeartBeats(
**_read_query(
datum_type=datum_type,
group_name=group_name,
email=email,
instance_id=instance_id,
source=source,
device_manufacturer=device_manufacturer,
device_model=device_model,
device_version=device_version,
device_os=device_os,
app_id=app_id,
app_version=app_version,
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
limit=0 if None else limit,
is_ascending=is_ascending,
auth_token=self._auth_token
)
)
return response.heart_beat
def read_heart_beats_as_stream(
self,
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
limit: Optional[int] = None,
is_ascending: bool = False
) -> Iterator[heart_beat_pb2.HeartBeat]:
return self._heart_beat_stub.ReadHeartBeatsAsStream(
**_read_query(
datum_type=datum_type,
group_name=group_name,
email=email,
instance_id=instance_id,
source=source,
device_manufacturer=device_manufacturer,
device_model=device_model,
device_version=device_version,
device_os=device_os,
app_id=app_id,
app_version=app_version,
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
limit=0 if None else limit,
is_ascending=is_ascending,
auth_token=self._auth_token
)
)
def count_subjects(
self,
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
) -> aggregate_pb2.Aggregation:
return self._aggregate_stub.CountSubjects(
**_aggregate_query(
datum_type=datum_type,
group_name=group_name,
email=email,
instance_id=instance_id,
source=source,
device_manufacturer=device_manufacturer,
device_model=device_model,
device_version=device_version,
device_os=device_os,
app_id=app_id,
app_version=app_version,
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
auth_token=self._auth_token
)
)
def count_data(
self,
datum_type: Optional[Union[int, List[int]]] = None,
group_name: Optional[Union[str, List[str]]] = None,
email: Optional[Union[str, List[str]]] = None,
instance_id: Optional[Union[str, List[str]]] = None,
source: Optional[Union[str, List[str]]] = None,
device_manufacturer: Optional[Union[str, List[str]]] = None,
device_model: Optional[Union[str, List[str]]] = None,
device_version: Optional[Union[str, List[str]]] = None,
device_os: Optional[Union[str, List[str]]] = None,
app_id: Optional[Union[str, List[str]]] = None,
app_version: Optional[Union[str, List[str]]] = None,
from_timestamp: Optional[int] = None,
to_timestamp: Optional[int] = None,
) -> aggregate_pb2.Aggregation:
return self._aggregate_stub.CountData(
**_aggregate_query(
datum_type=datum_type,
group_name=group_name,
email=email,
instance_id=instance_id,
source=source,
device_manufacturer=device_manufacturer,
device_model=device_model,
device_version=device_version,
device_os=device_os,
app_id=app_id,
app_version=app_version,
from_timestamp=0 if None else from_timestamp,
to_timestamp=0 if None else to_timestamp,
auth_token=self._auth_token
)
)