feat(flags): Add support for variant overrides (#77)

CHANGELOG.md

@@ -1,3 +1,26 @@
+## 2.2.0 - 2022-11-14
+
+Changes:
+
+1. Add support for feature flag variant overrides with local evaluation
+
+## 2.1.2 - 2022-09-15
+
+Changes:
+
+1. Fixes issues with date comparison.
+## 2.1.1 - 2022-09-14
+
+Changes:
+
+1. Feature flags local evaluation now supports date property filters as well. Accepts both strings and datetime objects.
+
+## 2.1.0 - 2022-08-11
+
+Changes:
+
+1. Feature flag defaults have been removed
+2. Setup logging only when debug mode is enabled.
 ## 2.0.1 - 2022-08-04
 
 - Make poll_interval configurable
@@ -9,7 +32,8 @@
 Breaking changes:
 
 1. The minimum version requirement for PostHog servers is now 1.38. If you're using PostHog Cloud, you satisfy this requirement automatically.
-2. Feature flag defaults apply only when there's an error fetching feature flag results. Earlier, if the default was set to `True`, even if a flag resolved to `False`, the default would override this.
+2. Feature flag defaults apply only when there's an error fetching feature flag results. Earlier, if the default was set to `True`, even if a flag resolved to `False`, the default would override this. 
+**Note: These are removed in 2.0.2**
 3. Feature flag remote evaluation doesn't require a personal API key.
 
 New Changes:

README.md

@@ -39,7 +39,7 @@ Then navigate to `http://127.0.0.1:8080/sentry-debug/` and you should get an eve
 
 ### Releasing Versions
 
-Updated are released using GitHub Actions: after bumping `version.py` in `master`, go to [our release workflow's page](https://github.com/PostHog/posthog-python/actions/workflows/release.yaml) and dispatch it manually, using workflow from `master`.
+Updated are released using GitHub Actions: after bumping `version.py` in `master` and adding to `CHANGELOG.md`, go to [our release workflow's page](https://github.com/PostHog/posthog-python/actions/workflows/release.yaml) and dispatch it manually, using workflow from `master`.
 
 ## Questions?
 

example.py

@@ -8,14 +8,30 @@ import posthog
 posthog.debug = True
 
 # You can find this key on the /setup page in PostHog
-posthog.project_api_key = ""
-posthog.personal_api_key = ""
+posthog.project_api_key = "phc_gtWmTq3Pgl06u4sZY3TRcoQfp42yfuXHKoe8ZVSR6Kh"
+posthog.personal_api_key = "phx_fiRCOQkTA3o2ePSdLrFDAILLHjMu2Mv52vUi8MNruIm"
 
 # Where you host PostHog, with no trailing /.
 # You can remove this line if you're using posthog.com
 posthog.host = "http://localhost:8000"
 posthog.poll_interval = 10
 
+print(
+    posthog.feature_enabled(
+        "person-on-events-enabled",
+        "12345",
+        groups={"organization": str("0182ee91-8ef7-0000-4cb9-fedc5f00926a")},
+        group_properties={
+            "organization": {
+                "id": "0182ee91-8ef7-0000-4cb9-fedc5f00926a",
+                "created_at": "2022-06-30 11:44:52.984121+00:00",
+            }
+        },
+        only_evaluate_locally=True,
+    )
+)
+
+exit()
 
 # Capture an event
 posthog.capture("distinct_id", "event", {"property1": "value", "property2": "value"}, send_feature_flags=True)

posthog/__init__.py

@@ -235,7 +235,6 @@ def alias(
 def feature_enabled(
     key,  # type: str,
     distinct_id,  # type: str,
-    default=False,  # type: bool
     groups={},  # type: dict
     person_properties={},  # type: dict
     group_properties={},  # type: dict
@@ -260,7 +259,6 @@ def feature_enabled(
         "feature_enabled",
         key=key,
         distinct_id=distinct_id,
-        default=default,
         groups=groups,
         person_properties=person_properties,
         group_properties=group_properties,
@@ -272,7 +270,6 @@ def feature_enabled(
 def get_feature_flag(
     key,  # type: str,
     distinct_id,  # type: str,
-    default=False,  # type: bool
     groups={},  # type: dict
     person_properties={},  # type: dict
     group_properties={},  # type: dict
@@ -305,7 +302,6 @@ def get_feature_flag(
         "get_feature_flag",
         key=key,
         distinct_id=distinct_id,
-        default=default,
         groups=groups,
         person_properties=person_properties,
         group_properties=group_properties,

posthog/client.py

@@ -23,10 +23,6 @@ except ImportError:
 ID_TYPES = (numbers.Number, string_types, UUID)
 MAX_DICT_SIZE = 50_000
 
-# Ensures that debug level messages are logged when debug mode is on.
-# Otherwise, defaults to WARNING level. See https://docs.python.org/3/howto/logging.html#what-happens-if-no-configuration-is-provided
-logging.basicConfig()
-
 
 class Client(object):
     """Create a new PostHog client."""
@@ -76,6 +72,9 @@ class Client(object):
         # personal_api_key: This should be a generated Personal API Key, private
         self.personal_api_key = personal_api_key
         if debug:
+            # Ensures that debug level messages are logged when debug mode is on.
+            # Otherwise, defaults to WARNING level. See https://docs.python.org/3/howto/logging.html#what-happens-if-no-configuration-is-provided
+            logging.basicConfig()
             self.log.setLevel(logging.DEBUG)
         else:
             self.log.setLevel(logging.WARNING)
@@ -432,7 +431,6 @@ class Client(object):
         self,
         key,
         distinct_id,
-        default=False,
         *,
         groups={},
         person_properties={},
@@ -440,24 +438,24 @@ class Client(object):
         only_evaluate_locally=False,
         send_feature_flag_events=True,
     ):
-        return bool(
-            self.get_feature_flag(
-                key,
-                distinct_id,
-                default,
-                groups=groups,
-                person_properties=person_properties,
-                group_properties=group_properties,
-                only_evaluate_locally=only_evaluate_locally,
-                send_feature_flag_events=send_feature_flag_events,
-            )
+        response = self.get_feature_flag(
+            key,
+            distinct_id,
+            groups=groups,
+            person_properties=person_properties,
+            group_properties=group_properties,
+            only_evaluate_locally=only_evaluate_locally,
+            send_feature_flag_events=send_feature_flag_events,
         )
 
+        if response is None:
+            return None
+        return bool(response)
+
     def get_feature_flag(
         self,
         key,
         distinct_id,
-        default=False,
         *,
         groups={},
         person_properties={},
@@ -500,10 +498,11 @@ class Client(object):
                     distinct_id, groups=groups, person_properties=person_properties, group_properties=group_properties
                 )
                 response = feature_flags.get(key)
+                if response is None:
+                    response = False
                 self.log.debug(f"Successfully computed flag remotely: #{key} -> #{response}")
             except Exception as e:
                 self.log.exception(f"[FEATURE FLAGS] Unable to get flag remotely: {e}")
-                response = default
 
         feature_flag_reported_key = f"{key}_{str(response)}"
         if (

posthog/feature_flags.py

@@ -1,7 +1,10 @@
+import datetime
 import hashlib
 import re
 
-from posthog.utils import is_valid_regex
+from dateutil import parser
+
+from posthog.utils import convert_to_datetime_aware, is_valid_regex
 
 __LONG_SCALE__ = float(0xFFFFFFFFFFFFFFF)
 
@@ -43,12 +46,26 @@ def match_feature_flag_properties(flag, distinct_id, properties):
     flag_conditions = (flag.get("filters") or {}).get("groups") or []
     is_inconclusive = False
 
-    for condition in flag_conditions:
+    # Stable sort conditions with variant overrides to the top. This ensures that if overrides are present, they are
+    # evaluated first, and the variant override is applied to the first matching condition.
+    sorted_flag_conditions = sorted(
+        flag_conditions,
+        key=lambda condition: 0 if condition.get("variant") else 1,
+    )
+
+    for condition in sorted_flag_conditions:
         try:
             # if any one condition resolves to True, we can shortcircuit and return
             # the matching variant
             if is_condition_match(flag, distinct_id, condition, properties):
-                return get_matching_variant(flag, distinct_id) or True
+                variant_override = condition.get("variant")
+                # Some filters can be explicitly set to null, which require accessing variants like so
+                flag_variants = ((flag.get("filters") or {}).get("multivariate") or {}).get("variants") or []
+                if variant_override and variant_override in [variant["key"] for variant in flag_variants]:
+                    variant = variant_override
+                else:
+                    variant = get_matching_variant(flag, distinct_id)
+                return variant or True
         except InconclusiveMatchError:
             is_inconclusive = True
 
@@ -126,4 +143,35 @@ def match_property(property, property_values) -> bool:
     if operator == "lte":
         return type(override_value) == type(value) and override_value <= value
 
+    if operator in ["is_date_before", "is_date_after"]:
+        try:
+            parsed_date = parser.parse(value)
+            parsed_date = convert_to_datetime_aware(parsed_date)
+        except Exception:
+            raise InconclusiveMatchError("The date set on the flag is not a valid format")
+
+        if isinstance(override_value, datetime.datetime):
+            override_date = convert_to_datetime_aware(override_value)
+            if operator == "is_date_before":
+                return override_date < parsed_date
+            else:
+                return override_date > parsed_date
+        elif isinstance(override_value, datetime.date):
+            if operator == "is_date_before":
+                return override_value < parsed_date.date()
+            else:
+                return override_value > parsed_date.date()
+        elif isinstance(override_value, str):
+            try:
+                override_date = parser.parse(override_value)
+                override_date = convert_to_datetime_aware(override_date)
+                if operator == "is_date_before":
+                    return override_date < parsed_date
+                else:
+                    return override_date > parsed_date
+            except Exception:
+                raise InconclusiveMatchError("The date provided is not a valid format")
+        else:
+            raise InconclusiveMatchError("The date provided must be a string or date object")
+
     return False

posthog/test/test_feature_flags.py

@@ -1,6 +1,8 @@
+import datetime
 import unittest
 
 import mock
+from dateutil import parser, tz
 from freezegun import freeze_time
 
 from posthog.client import Client
@@ -385,7 +387,7 @@ class TestLocalEvaluation(unittest.TestCase):
 
         feature_flag_match = client.feature_enabled("beta-feature", "some-distinct-id", only_evaluate_locally=True)
 
-        self.assertEqual(feature_flag_match, False)
+        self.assertEqual(feature_flag_match, None)
         self.assertEqual(patch_decide.call_count, 0)
 
         # beta-feature2 should fallback to decide because region property not given with call
@@ -394,13 +396,13 @@ class TestLocalEvaluation(unittest.TestCase):
         self.assertEqual(feature_flag_match, None)
 
         feature_flag_match = client.feature_enabled("beta-feature2", "some-distinct-id", only_evaluate_locally=True)
-        self.assertEqual(feature_flag_match, False)
+        self.assertEqual(feature_flag_match, None)
 
         self.assertEqual(patch_decide.call_count, 0)
 
     @mock.patch("posthog.client.decide")
     @mock.patch("posthog.client.get")
-    def test_feature_flag_defaults_dont_hinder_regular_evaluation(self, patch_get, patch_decide):
+    def test_feature_flag_never_returns_undefined_during_regular_evaluation(self, patch_get, patch_decide):
         patch_decide.return_value = {"featureFlags": {}}
         client = Client(FAKE_TEST_API_KEY, personal_api_key=FAKE_TEST_API_KEY)
         client.feature_flags = [
@@ -422,28 +424,28 @@ class TestLocalEvaluation(unittest.TestCase):
         ]
 
         # beta-feature resolves to False, so no matter the default, stays False
-        self.assertFalse(client.get_feature_flag("beta-feature", "some-distinct-id", default=True))
-        self.assertFalse(client.get_feature_flag("beta-feature", "some-distinct-id", default=False))
+        self.assertFalse(client.get_feature_flag("beta-feature", "some-distinct-id"))
+        self.assertFalse(client.feature_enabled("beta-feature", "some-distinct-id"))
 
         # beta-feature2 falls back to decide, and whatever decide returns is the value
-        self.assertFalse(client.get_feature_flag("beta-feature2", "some-distinct-id", default=False))
+        self.assertFalse(client.get_feature_flag("beta-feature2", "some-distinct-id"))
         self.assertEqual(patch_decide.call_count, 1)
 
-        self.assertFalse(client.get_feature_flag("beta-feature2", "some-distinct-id", default=True))
+        self.assertFalse(client.feature_enabled("beta-feature2", "some-distinct-id"))
         self.assertEqual(patch_decide.call_count, 2)
 
     @mock.patch("posthog.client.decide")
     @mock.patch("posthog.client.get")
-    def test_feature_flag_defaults_come_into_play_only_when_decide_errors_out(self, patch_get, patch_decide):
+    def test_feature_flag_return_none_when_decide_errors_out(self, patch_get, patch_decide):
         patch_decide.side_effect = APIError(400, "Decide error")
         client = Client(FAKE_TEST_API_KEY, personal_api_key=FAKE_TEST_API_KEY)
         client.feature_flags = []
 
-        # beta-feature2 falls back to decide, which on error falls back to default
-        self.assertFalse(client.get_feature_flag("beta-feature2", "some-distinct-id", default=False))
+        # beta-feature2 falls back to decide, which on error returns None
+        self.assertIsNone(client.get_feature_flag("beta-feature2", "some-distinct-id"))
         self.assertEqual(patch_decide.call_count, 1)
 
-        self.assertTrue(client.get_feature_flag("beta-feature2", "some-distinct-id", default=True))
+        self.assertIsNone(client.feature_enabled("beta-feature2", "some-distinct-id"))
         self.assertEqual(patch_decide.call_count, 2)
 
     @mock.patch("posthog.client.decide")
@@ -943,7 +945,7 @@ class TestLocalEvaluation(unittest.TestCase):
         self.assertFalse(client.feature_enabled("doesnt-exist", "distinct_id"))
 
         patch_decide.side_effect = APIError(401, "decide error")
-        self.assertTrue(client.feature_enabled("doesnt-exist", "distinct_id", True))
+        self.assertIsNone(client.feature_enabled("doesnt-exist", "distinct_id"))
 
     @mock.patch("posthog.client.Poller")
     @mock.patch("posthog.client.decide")
@@ -967,6 +969,186 @@ class TestLocalEvaluation(unittest.TestCase):
 
         self.assertFalse(client.feature_enabled("doesnt-exist", "distinct_id"))
 
+    @mock.patch("posthog.client.decide")
+    def test_get_feature_flag_with_variant_overrides(self, patch_decide):
+        patch_decide.return_value = {"featureFlags": {"beta-feature": "variant-1"}}
+        client = Client(FAKE_TEST_API_KEY, personal_api_key="test")
+        client.feature_flags = [
+            {
+                "id": 1,
+                "name": "Beta Feature",
+                "key": "beta-feature",
+                "is_simple_flag": False,
+                "active": True,
+                "rollout_percentage": 100,
+                "filters": {
+                    "groups": [
+                        {
+                            "properties": [
+                                {"key": "email", "type": "person", "value": "test@posthog.com", "operator": "exact"}
+                            ],
+                            "rollout_percentage": 100,
+                            "variant": "second-variant",
+                        },
+                        {"rollout_percentage": 50, "variant": "first-variant"},
+                    ],
+                    "multivariate": {
+                        "variants": [
+                            {"key": "first-variant", "name": "First Variant", "rollout_percentage": 50},
+                            {"key": "second-variant", "name": "Second Variant", "rollout_percentage": 25},
+                            {"key": "third-variant", "name": "Third Variant", "rollout_percentage": 25},
+                        ]
+                    },
+                },
+            }
+        ]
+        self.assertEqual(
+            client.get_feature_flag("beta-feature", "test_id", person_properties={"email": "test@posthog.com"}),
+            "second-variant",
+        )
+        self.assertEqual(client.get_feature_flag("beta-feature", "example_id"), "first-variant")
+        # decide not called because this can be evaluated locally
+        self.assertEqual(patch_decide.call_count, 0)
+
+    @mock.patch("posthog.client.decide")
+    def test_flag_with_clashing_variant_overrides(self, patch_decide):
+        patch_decide.return_value = {"featureFlags": {"beta-feature": "variant-1"}}
+        client = Client(FAKE_TEST_API_KEY, personal_api_key="test")
+        client.feature_flags = [
+            {
+                "id": 1,
+                "name": "Beta Feature",
+                "key": "beta-feature",
+                "is_simple_flag": False,
+                "active": True,
+                "rollout_percentage": 100,
+                "filters": {
+                    "groups": [
+                        {
+                            "properties": [
+                                {"key": "email", "type": "person", "value": "test@posthog.com", "operator": "exact"}
+                            ],
+                            "rollout_percentage": 100,
+                            "variant": "second-variant",
+                        },
+                        # since second-variant comes first in the list, it will be the one that gets picked
+                        {
+                            "properties": [
+                                {"key": "email", "type": "person", "value": "test@posthog.com", "operator": "exact"}
+                            ],
+                            "rollout_percentage": 100,
+                            "variant": "first-variant",
+                        },
+                        {"rollout_percentage": 50, "variant": "first-variant"},
+                    ],
+                    "multivariate": {
+                        "variants": [
+                            {"key": "first-variant", "name": "First Variant", "rollout_percentage": 50},
+                            {"key": "second-variant", "name": "Second Variant", "rollout_percentage": 25},
+                            {"key": "third-variant", "name": "Third Variant", "rollout_percentage": 25},
+                        ]
+                    },
+                },
+            }
+        ]
+        self.assertEqual(
+            client.get_feature_flag("beta-feature", "test_id", person_properties={"email": "test@posthog.com"}),
+            "second-variant",
+        )
+        self.assertEqual(
+            client.get_feature_flag("beta-feature", "example_id", person_properties={"email": "test@posthog.com"}),
+            "second-variant",
+        )
+        # decide not called because this can be evaluated locally
+        self.assertEqual(patch_decide.call_count, 0)
+
+    @mock.patch("posthog.client.decide")
+    def test_flag_with_invalid_variant_overrides(self, patch_decide):
+        patch_decide.return_value = {"featureFlags": {"beta-feature": "variant-1"}}
+        client = Client(FAKE_TEST_API_KEY, personal_api_key="test")
+        client.feature_flags = [
+            {
+                "id": 1,
+                "name": "Beta Feature",
+                "key": "beta-feature",
+                "is_simple_flag": False,
+                "active": True,
+                "rollout_percentage": 100,
+                "filters": {
+                    "groups": [
+                        {
+                            "properties": [
+                                {"key": "email", "type": "person", "value": "test@posthog.com", "operator": "exact"}
+                            ],
+                            "rollout_percentage": 100,
+                            "variant": "second???",
+                        },
+                        {"rollout_percentage": 50, "variant": "first??"},
+                    ],
+                    "multivariate": {
+                        "variants": [
+                            {"key": "first-variant", "name": "First Variant", "rollout_percentage": 50},
+                            {"key": "second-variant", "name": "Second Variant", "rollout_percentage": 25},
+                            {"key": "third-variant", "name": "Third Variant", "rollout_percentage": 25},
+                        ]
+                    },
+                },
+            }
+        ]
+        self.assertEqual(
+            client.get_feature_flag("beta-feature", "test_id", person_properties={"email": "test@posthog.com"}),
+            "third-variant",
+        )
+        self.assertEqual(client.get_feature_flag("beta-feature", "example_id"), "second-variant")
+        # decide not called because this can be evaluated locally
+        self.assertEqual(patch_decide.call_count, 0)
+
+    @mock.patch("posthog.client.decide")
+    def test_flag_with_multiple_variant_overrides(self, patch_decide):
+        patch_decide.return_value = {"featureFlags": {"beta-feature": "variant-1"}}
+        client = Client(FAKE_TEST_API_KEY, personal_api_key="test")
+        client.feature_flags = [
+            {
+                "id": 1,
+                "name": "Beta Feature",
+                "key": "beta-feature",
+                "is_simple_flag": False,
+                "active": True,
+                "rollout_percentage": 100,
+                "filters": {
+                    "groups": [
+                        {
+                            "rollout_percentage": 100,
+                            # The override applies even if the first condition matches all and gives everyone their default group
+                        },
+                        {
+                            "properties": [
+                                {"key": "email", "type": "person", "value": "test@posthog.com", "operator": "exact"}
+                            ],
+                            "rollout_percentage": 100,
+                            "variant": "second-variant",
+                        },
+                        {"rollout_percentage": 50, "variant": "third-variant"},
+                    ],
+                    "multivariate": {
+                        "variants": [
+                            {"key": "first-variant", "name": "First Variant", "rollout_percentage": 50},
+                            {"key": "second-variant", "name": "Second Variant", "rollout_percentage": 25},
+                            {"key": "third-variant", "name": "Third Variant", "rollout_percentage": 25},
+                        ]
+                    },
+                },
+            }
+        ]
+        self.assertEqual(
+            client.get_feature_flag("beta-feature", "test_id", person_properties={"email": "test@posthog.com"}),
+            "second-variant",
+        )
+        self.assertEqual(client.get_feature_flag("beta-feature", "example_id"), "third-variant")
+        self.assertEqual(client.get_feature_flag("beta-feature", "another_id"), "second-variant")
+        # decide not called because this can be evaluated locally
+        self.assertEqual(patch_decide.call_count, 0)
+
 
 class TestMatchProperties(unittest.TestCase):
     def property(self, key, value, operator=None):
@@ -1118,6 +1300,58 @@ class TestMatchProperties(unittest.TestCase):
         self.assertFalse(match_property(property_d, {"key": "44"}))
         self.assertFalse(match_property(property_d, {"key": 44}))
 
+    def test_match_property_date_operators(self):
+        property_a = self.property(key="key", value="2022-05-01", operator="is_date_before")
+        self.assertTrue(match_property(property_a, {"key": "2022-03-01"}))
+        self.assertTrue(match_property(property_a, {"key": "2022-04-30"}))
+        self.assertTrue(match_property(property_a, {"key": datetime.date(2022, 4, 30)}))
+        self.assertTrue(match_property(property_a, {"key": datetime.datetime(2022, 4, 30, 1, 2, 3)}))
+        self.assertTrue(
+            match_property(
+                property_a, {"key": datetime.datetime(2022, 4, 30, 1, 2, 3, tzinfo=tz.gettz("Europe/Madrid"))}
+            )
+        )
+        self.assertTrue(match_property(property_a, {"key": parser.parse("2022-04-30")}))
+        self.assertFalse(match_property(property_a, {"key": "2022-05-30"}))
+
+        # Can't be a number
+        with self.assertRaises(InconclusiveMatchError):
+            match_property(property_a, {"key": 1})
+
+        # can't be invalid string
+        with self.assertRaises(InconclusiveMatchError):
+            match_property(property_a, {"key": "abcdef"})
+
+        property_b = self.property(key="key", value="2022-05-01", operator="is_date_after")
+        self.assertTrue(match_property(property_b, {"key": "2022-05-02"}))
+        self.assertTrue(match_property(property_b, {"key": "2022-05-30"}))
+        self.assertTrue(match_property(property_b, {"key": datetime.datetime(2022, 5, 30)}))
+        self.assertTrue(match_property(property_b, {"key": parser.parse("2022-05-30")}))
+        self.assertFalse(match_property(property_b, {"key": "2022-04-30"}))
+
+        # can't be invalid string
+        with self.assertRaises(InconclusiveMatchError):
+            match_property(property_b, {"key": "abcdef"})
+
+        # Invalid flag property
+        property_c = self.property(key="key", value=1234, operator="is_date_before")
+
+        with self.assertRaises(InconclusiveMatchError):
+            match_property(property_c, {"key": 1})
+
+        # Timezone aware property
+        property_d = self.property(key="key", value="2022-04-05 12:34:12 +01:00", operator="is_date_before")
+        self.assertFalse(match_property(property_d, {"key": "2022-05-30"}))
+
+        self.assertTrue(match_property(property_d, {"key": "2022-03-30"}))
+        self.assertTrue(match_property(property_d, {"key": "2022-04-05 12:34:11 +01:00"}))
+        self.assertTrue(match_property(property_d, {"key": "2022-04-05 12:34:11 +01:00"}))
+
+        self.assertFalse(match_property(property_d, {"key": "2022-04-05 12:34:13 +01:00"}))
+
+        self.assertTrue(match_property(property_d, {"key": "2022-04-05 11:34:11 +00:00"}))
+        self.assertFalse(match_property(property_d, {"key": "2022-04-05 11:34:13 +00:00"}))
+
 
 class TestCaptureCalls(unittest.TestCase):
     @mock.patch.object(Client, "capture")

posthog/utils.py

@@ -2,7 +2,7 @@ import logging
 import numbers
 import re
 from collections import defaultdict
-from datetime import date, datetime
+from datetime import date, datetime, timezone
 from decimal import Decimal
 from uuid import UUID
 
@@ -109,3 +109,9 @@ class SizeLimitedDict(defaultdict):
             self.clear()
 
         super().__setitem__(key, value)
+
+
+def convert_to_datetime_aware(date_obj):
+    if date_obj.tzinfo is None:
+        date_obj = date_obj.replace(tzinfo=timezone.utc)
+    return date_obj

posthog/version.py

@@ -1,4 +1,4 @@
-VERSION = "2.0.1"
+VERSION = "2.2.0"
 
 if __name__ == "__main__":
     print(VERSION, end="")