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1 change: 0 additions & 1 deletion pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -388,7 +388,6 @@ ignore_missing_imports = true
# - python3 -m tools.mypy_helpers.find_easiest_modules
[[tool.mypy.overrides]]
module = [
"sentry.snuba.metrics.query_builder",
"sentry.testutils.cases",
]
disable_error_code = [
Expand Down
130 changes: 89 additions & 41 deletions src/sentry/snuba/metrics/query_builder.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@
from collections.abc import Mapping, Sequence
from datetime import datetime, timedelta
from enum import Enum
from typing import Any, TypedDict, overload
from typing import Any, TypedDict, cast, overload

import sentry_sdk
from snuba_sdk import (
Expand Down Expand Up @@ -71,6 +71,7 @@
DerivedMetricParseException,
MetricDoesNotExistException,
MetricEntity,
MetricOperationType,
get_num_intervals,
get_timestamp_column_name,
require_rhs_condition_resolution,
Expand All @@ -94,6 +95,20 @@

QUERY_PROJECT_LIMIT = 10

MetricOperationParam = str | int | float
MetricFieldParamValue = None | MetricOperationParam | Sequence[tuple[str | int, ...]]
MetricFieldParams = Mapping[str, MetricFieldParamValue] | None
MetricFieldKey = tuple[MetricOperationType | None, str, str]


def _to_metric_operation_params(
params: MetricFieldParams,
) -> Mapping[str, MetricOperationParam] | None:
# MetricField.params supports some richer value shapes (e.g. tuple lists for
# team_key_transaction), while MetricExpression signatures type params as
# scalar mappings. Keep runtime values intact and narrow for static typing.
return cast(Mapping[str, MetricOperationParam] | None, params)


def _strip_project_id(condition: Condition) -> Condition | None:
if isinstance(condition, BooleanCondition):
Expand Down Expand Up @@ -128,7 +143,7 @@ def parse_public_field(field: str) -> MetricField:
matches = PUBLIC_EXPRESSION_REGEX.match(field)

if matches is not None:
operation = matches[1]
operation = cast(MetricOperationType, matches[1])
metric_name = matches[2]
else:
operation = None
Expand Down Expand Up @@ -747,11 +762,14 @@ def translate_meta_results(
continue
elif alias_type == AliasMetaType.GROUP_BY_METRIC_FIELD:
metric_groupby_field = alias_to_metric_group_by_field[record["name"]]
if not isinstance(metric_groupby_field.field, MetricField):
raise InvalidParams(f"Field {record['name']} was not a metric group by field")
defined_parent_meta_type = get_metric_object_from_metric_field(
metric_groupby_field.field
).get_meta_type()

record["type"] = defined_parent_meta_type
if defined_parent_meta_type is not None:
record["type"] = defined_parent_meta_type
elif alias_type == AliasMetaType.TAG:
record["type"] = "string"
elif alias_type == AliasMetaType.DATASET_COLUMN or alias_type == AliasMetaType.TIME_COLUMN:
Expand Down Expand Up @@ -824,16 +842,26 @@ def generate_snql_for_action_by_fields(
the snql generation starts to diverge significantly.
"""

is_group_by = isinstance(metric_action_by_field, MetricGroupByField)
is_order_by = isinstance(metric_action_by_field, MetricOrderByField)
group_by_field = (
metric_action_by_field
if isinstance(metric_action_by_field, MetricGroupByField)
else None
)
order_by_field = (
metric_action_by_field
if isinstance(metric_action_by_field, MetricOrderByField)
else None
)
is_group_by = group_by_field is not None
is_order_by = order_by_field is not None
if not is_group_by and not is_order_by:
raise InvalidParams("The metric action must either be an order by or group by.")

if isinstance(metric_action_by_field.field, str):
# This transformation is currently supported only for group by because OrderBy doesn't support the Function type.
if is_group_by and metric_action_by_field.field == "transaction":
if group_by_field is not None and metric_action_by_field.field == "transaction":
return transform_null_transaction_to_unparameterized(
use_case_id, org_id, metric_action_by_field.alias
use_case_id, org_id, group_by_field.alias
)

# Handles the case when we are trying to group or order by `project` for example, but we want
Expand All @@ -856,16 +884,16 @@ def generate_snql_for_action_by_fields(
exp = (
AliasedExpression(
exp=Column(name=column_name),
alias=metric_action_by_field.alias,
alias=group_by_field.alias if group_by_field is not None else None,
)
if is_group_by and not is_column
else Column(name=column_name)
)

if is_order_by:
if order_by_field is not None:
# We return a list in order to use the "extend" method and reduce the number of changes across
# the codebase.
exp = [OrderBy(exp=exp, direction=metric_action_by_field.direction)]
exp = [OrderBy(exp=exp, direction=order_by_field.direction)]

return exp
elif isinstance(metric_action_by_field.field, MetricField):
Expand All @@ -878,16 +906,16 @@ def generate_snql_for_action_by_fields(
return metric_expression.generate_groupby_statements(
use_case_id=use_case_id,
alias=metric_action_by_field.field.alias,
params=metric_action_by_field.field.params,
params=_to_metric_operation_params(metric_action_by_field.field.params),
projects=projects,
)[0]
elif is_order_by:
elif order_by_field is not None:
return metric_expression.generate_orderby_clause(
use_case_id=use_case_id,
alias=metric_action_by_field.field.alias,
params=metric_action_by_field.field.params,
params=_to_metric_operation_params(metric_action_by_field.field.params),
projects=projects,
direction=metric_action_by_field.direction,
direction=order_by_field.direction,
)
else:
raise NotImplementedError(
Expand All @@ -901,6 +929,17 @@ def generate_snql_for_action_by_fields(
f"Unsupported {'group by' if is_group_by else 'order by' if is_order_by else 'None'} field: {metric_action_by_field.field} needs to be either a MetricField or a string"
)

def _resolve_metric_condition_rhs(self, condition: MetricConditionField) -> int | float | str:
if condition.lhs.op is None or not require_rhs_condition_resolution(condition.lhs.op):
return condition.rhs

if not isinstance(condition.rhs, str):
raise InvalidParams(
f"Metric condition {condition.lhs} requires a string rhs value; got {type(condition.rhs).__name__}"
)

return resolve_tag_value(self._use_case_id, self._org_id, condition.rhs)

def _build_where(self) -> list[BooleanCondition | Condition]:
where: list[BooleanCondition | Condition] = [
Condition(Column("org_id"), Op.EQ, self._org_id),
Expand All @@ -925,16 +964,12 @@ def _build_where(self) -> list[BooleanCondition | Condition]:
Condition(
lhs=metric_expression.generate_where_statements(
use_case_id=self._use_case_id,
params=condition.lhs.params,
params=_to_metric_operation_params(condition.lhs.params),
projects=self._projects,
alias=condition.lhs.alias,
)[0],
op=condition.op,
rhs=(
resolve_tag_value(self._use_case_id, self._org_id, condition.rhs)
if require_rhs_condition_resolution(condition.lhs.op)
else condition.rhs
),
rhs=self._resolve_metric_condition_rhs(condition),
)
)
except IndexError:
Expand Down Expand Up @@ -1069,6 +1104,10 @@ def __build_totals_and_series_queries(
series_limit = self._metrics_query.max_limit

if self._use_case_id in [UseCaseID.TRANSACTIONS, UseCaseID.SPANS]:
if self._metrics_query.interval is None:
raise InvalidParams(
"Interval is required for transactions and spans series queries"
)
time_groupby_column = self.__generate_time_groupby_column_for_discover_queries(
self._metrics_query.interval
)
Expand Down Expand Up @@ -1099,17 +1138,19 @@ def __generate_time_groupby_column_for_discover_queries(interval: int) -> Functi

def __update_query_dicts_with_component_entities(
self,
component_entities: dict[MetricEntity, Sequence[str]],
metric_mri_to_obj_dict: dict[tuple[str | None, str, str], MetricExpressionBase],
fields_in_entities: dict[MetricEntity, list[tuple[str | None, str, str]]],
parent_alias,
) -> dict[tuple[str | None, str, str], MetricExpressionBase]:
component_entities: Mapping[MetricEntity | None, Sequence[str]],
metric_mri_to_obj_dict: dict[MetricFieldKey, MetricExpressionBase],
fields_in_entities: dict[MetricEntity, list[MetricFieldKey]],
parent_alias: str,
) -> dict[MetricFieldKey, MetricExpressionBase]:
# At this point in time, we are only supporting raw metrics in the metrics attribute of
# any instance of DerivedMetric, and so in this case the op will always be None
# ToDo(ahmed): In future PR, we might want to allow for dependency metrics to also have an
# an aggregate and in this case, we would need to parse the op here
op = None
for entity, metric_mris in component_entities.items():
if entity is None:
raise DerivedMetricParseException("Entity parsed is in incorrect format")
for metric_mri in metric_mris:
# The constituents of an instance of CompositeEntityDerivedMetric will have a reference to their parent
# alias so that we are able to distinguish the constituents in case we have naming collisions that could
Expand All @@ -1128,8 +1169,8 @@ def __update_query_dicts_with_component_entities(
return metric_mri_to_obj_dict

def get_snuba_queries(self):
metric_mri_to_obj_dict: dict[tuple[str | None, str, str], MetricExpressionBase] = {}
fields_in_entities: dict[MetricEntity, list[tuple[str | None, str, str]]] = {}
metric_mri_to_obj_dict: dict[MetricFieldKey, MetricExpressionBase] = {}
fields_in_entities: dict[MetricEntity, list[MetricFieldKey]] = {}

for select_field in self._metrics_query.select:
metric_field_obj = metric_object_factory(select_field.op, select_field.metric_mri)
Expand Down Expand Up @@ -1190,18 +1231,20 @@ def get_snuba_queries(self):
for field in fields:
metric_field_obj = metric_mri_to_obj_dict[field]
try:
params = self._alias_to_metric_field[field[2]].params
raw_params = self._alias_to_metric_field[field[2]].params
except KeyError:
params = None
raw_params = None

# In order to support on demand metrics which require an interval (e.g. epm),
# we want to pass the interval down via params so we can pass it to the associated snql_factory
params = {"interval": self._metrics_query.interval, **(params or {})}
params = dict(_to_metric_operation_params(raw_params) or {})
if self._metrics_query.interval is not None:
params["interval"] = self._metrics_query.interval
select += metric_field_obj.generate_select_statements(
projects=self._projects,
use_case_id=self._use_case_id,
alias=field[2],
params=params,
params=params or None,
)
metric_ids_set |= metric_field_obj.generate_metric_ids(
self._projects, self._use_case_id
Expand Down Expand Up @@ -1255,7 +1298,7 @@ def __init__(
self,
organization_id: int,
metrics_query: DeprecatingMetricsQuery,
fields_in_entities: dict[MetricEntity, list[tuple[str | None, str, str]]],
fields_in_entities: dict[MetricEntity, list[MetricFieldKey]],
intervals: list[datetime],
results,
use_case_id: UseCaseID,
Expand All @@ -1273,18 +1316,18 @@ def __init__(
}

# This is a set of all the `(op, metric_mri, alias)` combinations passed in the metrics_query
self._metrics_query_fields_set = {
self._metrics_query_fields_set: set[MetricFieldKey] = {
(field.op, field.metric_mri, field.alias) for field in metrics_query.select
}
# This is a set of all queryable `(op, metric_mri)` combinations. Queryable can mean it
# includes one of the following: AggregatedRawMetric (op, metric_mri), instance of
# SingularEntityDerivedMetric or the instances of SingularEntityDerivedMetric that are
# the constituents necessary to calculate instances of CompositeEntityDerivedMetric but
# are not necessarily requested in the query definition
self._fields_in_entities_set = {
self._fields_in_entities_set: set[MetricFieldKey] = {
elem for fields_in_entity in fields_in_entities.values() for elem in fields_in_entity
}
self._set_of_constituent_queries = self._fields_in_entities_set.union(
self._set_of_constituent_queries: set[MetricFieldKey] = self._fields_in_entities_set.union(
self._metrics_query_fields_set
)

Expand Down Expand Up @@ -1432,11 +1475,13 @@ def resolve_tag_value(value: int | str | None) -> str | None:
metric_obj = metric_object_factory(op=op, metric_mri=metric_mri)
if totals is not None:
try:
params = self._alias_to_metric_field[alias].params
raw_params = self._alias_to_metric_field[alias].params
except KeyError:
params = None
raw_params = None
totals[alias] = metric_obj.run_post_query_function(
totals, params=params, alias=alias
totals,
params=_to_metric_operation_params(raw_params),
alias=alias,
)

if series is not None:
Expand All @@ -1447,11 +1492,14 @@ def resolve_tag_value(value: int | str | None) -> str | None:
[metric_obj.generate_default_null_values()] * len(self._intervals),
)
try:
params = self._alias_to_metric_field[alias].params
raw_params = self._alias_to_metric_field[alias].params
except KeyError:
params = None
raw_params = None
series[alias][idx] = metric_obj.run_post_query_function(
series, params=params, idx=idx, alias=alias
series,
params=_to_metric_operation_params(raw_params),
idx=idx,
alias=alias,
)

# Remove the extra fields added due to the constituent metrics that were added
Expand Down
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