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Add support for accessing BI Engine statistics of query
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The REST API return BiEngineStatistics which denotes if the query
was accelerated by BI Engine or not. This commit adds the necessary
function to access this information for executed queries.
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anmolsahoo25 committed Feb 18, 2022
1 parent 39ade39 commit ef07053
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40 changes: 40 additions & 0 deletions google/cloud/bigquery/enums.py
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,46 @@ class AutoRowIDs(enum.Enum):
GENERATE_UUID = enum.auto()


class BiEngineReasonCode(enum.Enum):
"""Specifies reason why BI Engine did not accelerate query"""

CODE_UNSPECIFIED = enum.auto()
"""BiEngineReason not specified."""

NO_RESERVATION = enum.auto()
"""No reservation available for BI Engine acceleration."""

INSUFFICIENT_RESERVATION = enum.auto()
"""Not enough memory available for BI Engine acceleration."""

UNCACHED = enum.auto()
"""Data is not-cached and could not be accelerated by BI Engine."""

UNSUPPORTED_SQL_TEXT = enum.auto()
"""This particular SQL text is not supported for acceleration by BI Engine."""

INPUT_TOO_LARGE = enum.auto()
"""Input too large for acceleration by BI Engine."""

OTHER_REASON = enum.auto()
"""Catch-all code for all other cases for partial or disabled acceleration."""

TABLE_EXCLUDED = enum.auto()
"""One or more tables were not eligible for BI Engine acceleration."""


class BiEngineMode(enum.Enum):
"""Specifies which mode of BI Engine acceleration was performed"""

ACCELERATION_MODE_UNSPECIFIED = enum.auto()

DISABLED = enum.auto()

PARTIAL = enum.auto()

FULL = enum.auto()


class Compression(object):
"""The compression type to use for exported files. The default value is
:attr:`NONE`.
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54 changes: 54 additions & 0 deletions google/cloud/bigquery/job/query.py
Original file line number Diff line number Diff line change
Expand Up @@ -29,6 +29,7 @@
from google.cloud.bigquery.dataset import DatasetReference
from google.cloud.bigquery.encryption_configuration import EncryptionConfiguration
from google.cloud.bigquery.enums import KeyResultStatementKind
from google.cloud.bigquery.enums import BiEngineMode, BiEngineReasonCode
from google.cloud.bigquery.external_config import ExternalConfig
from google.cloud.bigquery import _helpers
from google.cloud.bigquery.query import (
Expand Down Expand Up @@ -121,6 +122,50 @@ def _to_api_repr_table_defs(value):
return {k: ExternalConfig.to_api_repr(v) for k, v in value.items()}


class BiEngineReason(typing.NamedTuple):
"""Reason for BI Engine acceleration failure
https://cloud.google.com/bigquery/docs/reference/rest/v2/Job#bienginereason
"""

code: BiEngineReasonCode = BiEngineReasonCode.CODE_UNSPECIFIED

reason: str = ""

@classmethod
def from_api_repr(cls, reason: Dict[str, str]) -> "BiEngineReason":
return cls(BiEngineReasonCode[reason.get("code")], reason.get("message"))


class BiEngineStats(typing.NamedTuple):
"""Statistics for a BI Engine query
https://cloud.google.com/bigquery/docs/reference/rest/v2/Job#bienginestatistics
"""

mode: BiEngineMode = BiEngineMode.ACCELERATION_MODE_UNSPECIFIED
""" Specifies which mode of BI Engine acceleration was performed (if any)
"""

reasons: List[BiEngineReason] = []
""" Contains explanatory messages in case of DISABLED / PARTIAL acceleration
"""

@classmethod
def from_api_repr(cls, stats: Dict[str, str]) -> "BiEngineStats":
biEngineMode = stats.get("biEngineMode")
biEngineReasons = stats.get("biEngineReasons")

mode = BiEngineMode[biEngineMode]

if biEngineReasons is None:
reasons = []
else:
reasons = [BiEngineReason.from_api_repr(r) for r in biEngineReasons]

return cls(mode, reasons)


class DmlStats(typing.NamedTuple):
"""Detailed statistics for DML statements.
Expand Down Expand Up @@ -1191,6 +1236,15 @@ def dml_stats(self) -> Optional[DmlStats]:
else:
return DmlStats.from_api_repr(stats)

@property
def bi_engine_stats(self) -> Optional[BiEngineStats]:
stats = self._job_statistics().get("biEngineStatistics")

if stats is not None:
return None
else:
return BiEngineStats.from_api_repr(stats)

def _blocking_poll(self, timeout=None, **kwargs):
self._done_timeout = timeout
self._transport_timeout = timeout
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57 changes: 57 additions & 0 deletions tests/unit/job/test_query_stats.py
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,63 @@
# limitations under the License.

from .helpers import _Base
from google.cloud.bigquery.enums import BiEngineMode, BiEngineReasonCode


class TestBiEngineStats:
@staticmethod
def _get_target_class():
from google.cloud.bigquery.job.query import BiEngineStats

return BiEngineStats

def _make_one(self, *args, **kw):
return self._get_target_class()(*args, **kw)

def test_ctor_defaults(self):
bi_engine_stats = self._make_one()
assert bi_engine_stats.mode == BiEngineMode.ACCELERATION_MODE_UNSPECIFIED
assert bi_engine_stats.reasons == []

def test_from_api_repr_unspecified(self):
klass = self._get_target_class()
result = klass.from_api_repr({"biEngineMode": "ACCELERATION_MODE_UNSPECIFIED"})

assert isinstance(result, klass)
assert result.mode == BiEngineMode.ACCELERATION_MODE_UNSPECIFIED
assert result.reasons == []

def test_from_api_repr_full(self):
klass = self._get_target_class()
result = klass.from_api_repr({"biEngineMode": "FULL"})

assert isinstance(result, klass)
assert result.mode == BiEngineMode.FULL
assert result.reasons == []

def test_from_api_repr_disabled(self):
klass = self._get_target_class()
result = klass.from_api_repr(
{
"biEngineMode": "DISABLED",
"biEngineReasons": [
{
"code": "OTHER_REASON",
"message": "Unable to support input table xyz due to an internal error.",
}
],
}
)

assert isinstance(result, klass)
assert result.mode == BiEngineMode.DISABLED

reason = result.reasons[0]
assert reason.code == BiEngineReasonCode.OTHER_REASON
assert (
reason.reason
== "Unable to support input table xyz due to an internal error."
)


class TestDmlStats:
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