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2 changes: 1 addition & 1 deletion .gitmodules
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
[submodule "tests/engine_tests/engine-test-data"]
path = tests/engine_tests/engine-test-data
url = https://github.com/flagsmith/engine-test-data.git
tag = v3.1.0
tag = v3.2.0
124 changes: 83 additions & 41 deletions flag_engine/segments/evaluator.py
Original file line number Diff line number Diff line change
Expand Up @@ -36,11 +36,13 @@
from flag_engine.utils.types import SupportsStr, get_casting_function


class FeatureContextWithSegmentName(TypedDict, typing.Generic[FeatureMetadataT]):
class SegmentOverride(TypedDict, typing.Generic[FeatureMetadataT]):
feature_context: FeatureContext[FeatureMetadataT]
segment_name: str


SegmentOverrides = dict[str, SegmentOverride[FeatureMetadataT]]

# Type alias for EvaluationContext with any metadata types
# used in internal evaluation logic
_EvaluationContextAnyMeta = EvaluationContext[typing.Any, typing.Any]
Expand All @@ -55,15 +57,52 @@ def get_evaluation_result(
:param context: the evaluation context
:return: EvaluationResult containing the context, flags, and segments
"""
segments: list[SegmentResult[SegmentMetadataT]] = []
flags: dict[str, FlagResult[FeatureMetadataT]] = {}
context = get_enriched_context(context)
segments, segment_overrides = evaluate_segments(context)
flags = evaluate_features(context, segment_overrides)

return {
"flags": flags,
"segments": segments,
}


def get_enriched_context(
context: EvaluationContext[SegmentMetadataT, FeatureMetadataT],
) -> EvaluationContext[SegmentMetadataT, FeatureMetadataT]:
"""
Get an enriched version of the evaluation context by ensuring that:
- `$.identity.key` is set

:param context: the evaluation context to enrich
:return: the enriched evaluation context. If not modified, returns the original context.
"""
if identity_context := context.get("identity"):
if not identity_context.get("key"):
context = context.copy()
context["identity"] = {
**identity_context,
"key": (
f"{context['environment']['key']}_{identity_context['identifier']}"
),
}

return context

segment_feature_contexts: dict[
SupportsStr,
FeatureContextWithSegmentName[FeatureMetadataT],
] = {}

for segment_context in (context.get("segments") or {}).values():
def evaluate_segments(
context: EvaluationContext[SegmentMetadataT, FeatureMetadataT],
) -> typing.Tuple[
list[SegmentResult[SegmentMetadataT]],
SegmentOverrides[FeatureMetadataT],
]:
if not (segment_contexts := context.get("segments")):
return [], {}

segment_results: list[SegmentResult[SegmentMetadataT]] = []
segment_overrides: SegmentOverrides[FeatureMetadataT] = {}

for segment_context in segment_contexts.values():
if not is_context_in_segment(context, segment_context):
continue

Expand All @@ -72,69 +111,75 @@ def get_evaluation_result(
}
if segment_metadata := segment_context.get("metadata"):
segment_result["metadata"] = segment_metadata
segments.append(segment_result)
segment_results.append(segment_result)

if overrides := segment_context.get("overrides"):
for override_feature_context in overrides:
feature_name = override_feature_context["name"]
if (
feature_name not in segment_feature_contexts
feature_name not in segment_overrides
or override_feature_context.get(
"priority",
constants.DEFAULT_PRIORITY,
)
< (segment_feature_contexts[feature_name]["feature_context"]).get(
< (segment_overrides[feature_name]["feature_context"]).get(
"priority",
constants.DEFAULT_PRIORITY,
)
):
segment_feature_contexts[feature_name] = (
FeatureContextWithSegmentName(
feature_context=override_feature_context,
segment_name=segment_context["name"],
)
segment_overrides[feature_name] = SegmentOverride(
feature_context=override_feature_context,
segment_name=segment_context["name"],
)

identity_key = _get_identity_key(context)
return segment_results, segment_overrides


def evaluate_features(
context: EvaluationContext[typing.Any, FeatureMetadataT],
segment_overrides: SegmentOverrides[FeatureMetadataT],
) -> dict[str, FlagResult[FeatureMetadataT]]:
flags: dict[str, FlagResult[FeatureMetadataT]] = {}

for feature_context in (context.get("features") or {}).values():
feature_name = feature_context["name"]
if feature_context_with_segment_name := segment_feature_contexts.get(
if segment_override := segment_overrides.get(
feature_context["name"],
):
feature_context = feature_context_with_segment_name["feature_context"]
feature_context = segment_override["feature_context"]
flag_result: FlagResult[FeatureMetadataT]
flags[feature_name] = flag_result = {
"enabled": feature_context["enabled"],
"name": feature_context["name"],
"reason": f"TARGETING_MATCH; segment={feature_context_with_segment_name['segment_name']}",
"reason": f"TARGETING_MATCH; segment={segment_override['segment_name']}",
"value": feature_context.get("value"),
}
if feature_metadata := feature_context.get("metadata"):
flag_result["metadata"] = feature_metadata
continue
flags[feature_name] = get_flag_result_from_feature_context(
feature_context=feature_context,
key=identity_key,
flags[feature_name] = get_flag_result_from_context(
context=context,
feature_name=feature_name,
)

return {
"flags": flags,
"segments": segments,
}
return flags


def get_flag_result_from_feature_context(
feature_context: FeatureContext[FeatureMetadataT],
key: typing.Optional[SupportsStr],
def get_flag_result_from_context(
context: EvaluationContext[typing.Any, FeatureMetadataT],
feature_name: str,
) -> FlagResult[FeatureMetadataT]:
"""
Get a feature value from the feature context
for a given key.
Get a feature value from the evaluation context
for a given feature name.

:param feature_context: the feature context
:param key: the key to get the value for
:return: the value for the key in the feature context
:param context: the evaluation context
:param feature_name: the feature name to get the value for
:return: the value for the feature name in the evaluation context
"""
feature_context = context["features"][feature_name]
key = _get_identity_key(context)

flag_result: typing.Optional[FlagResult[FeatureMetadataT]] = None

if key is not None and (variants := feature_context.get("variants")):
Expand Down Expand Up @@ -253,8 +298,8 @@ def context_matches_condition(
if condition["operator"] == constants.PERCENTAGE_SPLIT:
if context_value is not None:
object_ids = [segment_key, context_value]
elif identity_context := context.get("identity"):
object_ids = [segment_key, identity_context["key"]]
elif identity_key := _get_identity_key(context):
object_ids = [segment_key, identity_key]
else:
return False

Expand Down Expand Up @@ -376,10 +421,7 @@ def _get_identity_key(
context: _EvaluationContextAnyMeta,
) -> typing.Optional[SupportsStr]:
if identity_context := context.get("identity"):
return (
identity_context.get("key")
or f"{context['environment']['key']}_{identity_context['identifier']}"
)
return identity_context.get("key")
return None


Expand Down
27 changes: 17 additions & 10 deletions tests/unit/segments/test_segments_evaluator.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@
_matches_context_value,
context_matches_condition,
get_context_value,
get_flag_result_from_feature_context,
get_flag_result_from_context,
is_context_in_segment,
)
from flag_engine.segments.types import ConditionOperator
Expand Down Expand Up @@ -828,7 +828,8 @@ def test_segment_condition_matches_context_value_for_modulo(
),
),
)
def test_get_flag_result_from_feature_context__calls_returns_expected(
def test_get_flag_result_from_context__calls_returns_expected(
context: EvaluationContext,
percentage_value: int,
expected_result: FlagResult,
mocker: MockerFixture,
Expand All @@ -855,11 +856,13 @@ def test_get_flag_result_from_feature_context__calls_returns_expected(
{"value": "bar", "weight": 30, "priority": 2},
],
}
context["features"]["my_feature"] = feature_context
context["identity"] = {"identifier": expected_key, "key": expected_key}

# When
result = get_flag_result_from_feature_context(
feature_context=feature_context,
key=expected_key,
result = get_flag_result_from_context(
context=context,
feature_name="my_feature",
)

# the value of the feature state is correct based on the percentage value returned
Expand All @@ -875,12 +878,11 @@ def test_get_flag_result_from_feature_context__calls_returns_expected(


def test_get_flag_result_from_feature_context__null_key__calls_returns_expected(
context: EvaluationContext,
mocker: MockerFixture,
) -> None:
# Given
expected_feature_context_key = "2"
# a None key is provided (no identity context present)
expected_key = None

get_hashed_percentage_for_object_ids_mock = mocker.patch(
"flag_engine.segments.evaluator.get_hashed_percentage_for_object_ids",
Expand All @@ -897,10 +899,15 @@ def test_get_flag_result_from_feature_context__null_key__calls_returns_expected(
],
}

context["features"]["my_feature"] = feature_context

# no identity context present
context["identity"] = None

# When
result = get_flag_result_from_feature_context(
feature_context=feature_context,
key=expected_key,
result = get_flag_result_from_context(
context=context,
feature_name="my_feature",
)

# Then
Expand Down