From b508f9634bd36d02548ef5c19dcffcaa261c6b42 Mon Sep 17 00:00:00 2001 From: rthenhaus Date: Tue, 2 Jul 2024 10:36:59 -0500 Subject: [PATCH 1/5] Added timestamp normalization function for use in log ID creation --- distill/core/log.py | 28 ++- distill/core/types.py | 4 +- poetry.lock | 516 +++++++++++++++++++++++++++++------------- pyproject.toml | 1 + tests/test_log.py | 30 ++- 5 files changed, 406 insertions(+), 173 deletions(-) diff --git a/distill/core/log.py b/distill/core/log.py index f266c57..a487f63 100644 --- a/distill/core/log.py +++ b/distill/core/log.py @@ -18,8 +18,10 @@ from pydantic import BaseModel from pydantic.type_adapter import TypeAdapter from typing import Dict, Union +from datetime import datetime, timezone, tzinfo +import dateparser -from distill.core.types import JsonDict, JSONSerializable +from distill.core.types import JsonDict, JSONSerializable, Timestamp from distill.schemas.userale import UserAleSchema ta = TypeAdapter(JsonDict) @@ -53,3 +55,27 @@ def to_json(self) -> str: def to_dict(self) -> JsonDict: return self.data.model_dump(by_alias=True) + + +def normalize_timestamp(timestamp: Timestamp, tz: str ='+0000') -> datetime: + """ + Attempts to normalize a given timestamp to a datetime object + Arguments: + timestamp: a int or float representing (milli)seconds since the epoch or an + arbitrary timestamp string (ex: '02/19/24 10:32:02', 1719530111079) + tz: an arbitrary timestamp string (ex: '+0100') + """ + if isinstance(timestamp, str): + # Only uses US/Eastern if there is no associated timezone + parsed = dateparser.parse(timestamp, settings={'TIMEZONE': tz}) + if parsed is None: + raise ValueError("ERROR: could not parse timestamp " + str(timestamp)) + return parsed.astimezone(timezone.utc) + elif isinstance(timestamp, float) or isinstance(timestamp, int): + tzinformation = dateparser.parse("00:01", settings={'TIMEZONE': tz}).tzinfo + + if timestamp > datetime.now().timestamp(): + timestamp = timestamp / 1000 + return datetime.fromtimestamp(float(timestamp), tzinformation) + else: + raise TypeError("ERROR: " + str(type(timestamp)) + " timestamp should be a string, int, or datetime object") diff --git a/distill/core/types.py b/distill/core/types.py index 37a9283..1d1fdbe 100644 --- a/distill/core/types.py +++ b/distill/core/types.py @@ -1,5 +1,5 @@ from typing import Union, List, Dict -from typing_extensions import Annotated, TypeAliasType +from typing_extensions import TypeAliasType # TypeAliasType is necessary to avoid recursion error when validating this # type with Pydantic @@ -17,4 +17,6 @@ JsonDict = Dict[str, 'JSONSerializable'] +Timestamp = Union[str, int, float] + diff --git a/poetry.lock b/poetry.lock index 1ba7460..634d8c1 100644 --- a/poetry.lock +++ b/poetry.lock @@ -223,6 +223,34 @@ files = [ {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"}, ] +[[package]] +name = "backports-zoneinfo" +version = "0.2.1" +description = 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a/pyproject.toml +++ b/pyproject.toml @@ -50,6 +50,7 @@ plotly = "^5.5.0" matplotlib = "3.7.5" scipy = "1.9.3" pydantic = "^2.7.4" +dateparser = "^1.2.0" [tool.poetry.group.docs] optional = true diff --git a/tests/test_log.py b/tests/test_log.py index e5a5a8a..0d3287b 100644 --- a/tests/test_log.py +++ b/tests/test_log.py @@ -19,7 +19,7 @@ from pydantic import ValidationError -from distill.core.log import Log +from distill.core.log import Log, normalize_timestamp from tests.data_config import DATA_DIR @@ -31,9 +31,8 @@ def test_log_constructor(): exception_thrown = True assert exception_thrown == True - with open(os.path.join(DATA_DIR, "log_test_data.json")) as f: - data = f.readline() - data_object = json.loads(data) + data = load_log() + data_object = json.loads(data) test_log = Log(data=data) assert test_log is not None @@ -46,8 +45,7 @@ def test_log_constructor(): def test_log_serialize(): - with open(os.path.join(DATA_DIR, "log_test_data.json")) as f: - data = f.readline() + data = load_log() test_log = Log(data=data) correct_str = json.dumps( @@ -58,10 +56,26 @@ def test_log_serialize(): def test_log_deserialize(): - with open(os.path.join(DATA_DIR, "log_test_data.json")) as f: - data = f.readline() + data = load_log() test_log = Log(data=data) correct_object = json.loads(data) deserialized_data = test_log.to_dict() assert deserialized_data == correct_object + + +def test_log_normalize_timestamp(): + test_timestamp_1 = 1719530111079 + ts1 = normalize_timestamp(test_timestamp_1) + assert (test_timestamp_1 / 1000) == ts1.timestamp() + + test_timestamp_2 = "02/19/24 12:00:00" + correct = 1708365600 + ts2 = normalize_timestamp(test_timestamp_2) + assert correct == ts2.timestamp() + + +def load_log() -> str: + with open(os.path.join(DATA_DIR, "log_test_data.json")) as f: + data = f.readline() + return data From 602c7c018e008167c34acf24130a8d6272a17033 Mon Sep 17 00:00:00 2001 From: rthenhaus Date: Tue, 2 Jul 2024 10:45:45 -0500 Subject: [PATCH 2/5] small fix --- distill/core/log.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/distill/core/log.py b/distill/core/log.py index a487f63..2623c3e 100644 --- a/distill/core/log.py +++ b/distill/core/log.py @@ -66,7 +66,7 @@ def normalize_timestamp(timestamp: Timestamp, tz: str ='+0000') -> datetime: tz: an arbitrary timestamp string (ex: '+0100') """ if isinstance(timestamp, str): - # Only uses US/Eastern if there is no associated timezone + # Only uses provided timezone arg if there is no associated timezone in the timestamp parsed = dateparser.parse(timestamp, settings={'TIMEZONE': tz}) if parsed is None: raise ValueError("ERROR: could not parse timestamp " + str(timestamp)) From bbfdc148e34043ab6af9ccbd40973efe8537e841 Mon Sep 17 00:00:00 2001 From: rthenhaus Date: Tue, 2 Jul 2024 10:54:31 -0500 Subject: [PATCH 3/5] Added another test case --- tests/test_log.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/tests/test_log.py b/tests/test_log.py index 0d3287b..0dc7ce5 100644 --- a/tests/test_log.py +++ b/tests/test_log.py @@ -74,6 +74,13 @@ def test_log_normalize_timestamp(): ts2 = normalize_timestamp(test_timestamp_2) assert correct == ts2.timestamp() + exception_thrown = False + try: + normalize_timestamp("garbage data") + except ValueError: + exception_thrown = True + assert exception_thrown == True + def load_log() -> str: with open(os.path.join(DATA_DIR, "log_test_data.json")) as f: From b1160f9b08e567ed052dacefdd9d00829f4d6cae Mon Sep 17 00:00:00 2001 From: rthenhaus Date: Tue, 2 Jul 2024 18:59:53 -0500 Subject: [PATCH 4/5] Updated based on review --- distill/core/log.py | 23 ----------------------- distill/schemas/userale.py | 14 ++++++++++++-- tests/test_log.py | 24 ++++++++++-------------- 3 files changed, 22 insertions(+), 39 deletions(-) diff --git a/distill/core/log.py b/distill/core/log.py index 2623c3e..28dce38 100644 --- a/distill/core/log.py +++ b/distill/core/log.py @@ -56,26 +56,3 @@ def to_json(self) -> str: def to_dict(self) -> JsonDict: return self.data.model_dump(by_alias=True) - -def normalize_timestamp(timestamp: Timestamp, tz: str ='+0000') -> datetime: - """ - Attempts to normalize a given timestamp to a datetime object - Arguments: - timestamp: a int or float representing (milli)seconds since the epoch or an - arbitrary timestamp string (ex: '02/19/24 10:32:02', 1719530111079) - tz: an arbitrary timestamp string (ex: '+0100') - """ - if isinstance(timestamp, str): - # Only uses provided timezone arg if there is no associated timezone in the timestamp - parsed = dateparser.parse(timestamp, settings={'TIMEZONE': tz}) - if parsed is None: - raise ValueError("ERROR: could not parse timestamp " + str(timestamp)) - return parsed.astimezone(timezone.utc) - elif isinstance(timestamp, float) or isinstance(timestamp, int): - tzinformation = dateparser.parse("00:01", settings={'TIMEZONE': tz}).tzinfo - - if timestamp > datetime.now().timestamp(): - timestamp = timestamp / 1000 - return datetime.fromtimestamp(float(timestamp), tzinformation) - else: - raise TypeError("ERROR: " + str(type(timestamp)) + " timestamp should be a string, int, or datetime object") diff --git a/distill/schemas/userale.py b/distill/schemas/userale.py index 5229a57..a65baef 100644 --- a/distill/schemas/userale.py +++ b/distill/schemas/userale.py @@ -16,9 +16,10 @@ from enum import Enum from typing import List, Optional -from pydantic import AliasGenerator, BaseModel, Field +from pydantic import AliasGenerator, BaseModel, Field, field_serializer, field_validator from pydantic.alias_generators import to_camel from pydantic.config import ConfigDict +from datetime import datetime class Browser(BaseModel): @@ -58,7 +59,7 @@ class UserAleSchema(BaseModel): page_title: str page_referrer: str browser: Browser - client_time: int + client_time: int micro_time: int = Field(..., lt=2) location: Location scrn_res: ScrnRes @@ -71,3 +72,12 @@ class UserAleSchema(BaseModel): tool_name: Optional[str] userale_version: Optional[str] session_id: str + + @field_validator("client_time") + def validate_ct(cls, ct: float): + return datetime.fromtimestamp(ct / 1000) + + @field_serializer("client_time") + def serialize_ct(self, ct: datetime): + return int(ct.timestamp() * 1000) + diff --git a/tests/test_log.py b/tests/test_log.py index 0dc7ce5..d93c1b8 100644 --- a/tests/test_log.py +++ b/tests/test_log.py @@ -19,8 +19,9 @@ from pydantic import ValidationError -from distill.core.log import Log, normalize_timestamp +from distill.core.log import Log from tests.data_config import DATA_DIR +from datetime import datetime def test_log_constructor(): @@ -65,21 +66,16 @@ def test_log_deserialize(): def test_log_normalize_timestamp(): - test_timestamp_1 = 1719530111079 - ts1 = normalize_timestamp(test_timestamp_1) - assert (test_timestamp_1 / 1000) == ts1.timestamp() + data = load_log() + test_log = Log(data=data) - test_timestamp_2 = "02/19/24 12:00:00" - correct = 1708365600 - ts2 = normalize_timestamp(test_timestamp_2) - assert correct == ts2.timestamp() + # note provided UserAle schema has clientTime in milliseconds but need it in + # seconds to be able to parse + correct_ms = 1719530111079 + correct_dt = datetime.fromtimestamp(correct_ms / 1000) - exception_thrown = False - try: - normalize_timestamp("garbage data") - except ValueError: - exception_thrown = True - assert exception_thrown == True + assert test_log.data.client_time == correct_dt + assert test_log.to_dict()["clientTime"] == correct_ms def load_log() -> str: From d47607e798427010ad8cbd9e42065f4d253b7fff Mon Sep 17 00:00:00 2001 From: rthenhaus Date: Tue, 2 Jul 2024 19:01:57 -0500 Subject: [PATCH 5/5] Removed unused modules --- distill/core/log.py | 4 +--- distill/schemas/userale.py | 1 - 2 files changed, 1 insertion(+), 4 deletions(-) diff --git a/distill/core/log.py b/distill/core/log.py index 28dce38..887f7ae 100644 --- a/distill/core/log.py +++ b/distill/core/log.py @@ -18,10 +18,8 @@ from pydantic import BaseModel from pydantic.type_adapter import TypeAdapter from typing import Dict, Union -from datetime import datetime, timezone, tzinfo -import dateparser -from distill.core.types import JsonDict, JSONSerializable, Timestamp +from distill.core.types import JsonDict, JSONSerializable from distill.schemas.userale import UserAleSchema ta = TypeAdapter(JsonDict) diff --git a/distill/schemas/userale.py b/distill/schemas/userale.py index a65baef..dc02173 100644 --- a/distill/schemas/userale.py +++ b/distill/schemas/userale.py @@ -13,7 +13,6 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from enum import Enum from typing import List, Optional from pydantic import AliasGenerator, BaseModel, Field, field_serializer, field_validator