diff --git a/distill/core/log.py b/distill/core/log.py new file mode 100644 index 0000000..f266c57 --- /dev/null +++ b/distill/core/log.py @@ -0,0 +1,55 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# 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. +import json + +from pydantic import BaseModel +from pydantic.type_adapter import TypeAdapter +from typing import Dict, Union + +from distill.core.types import JsonDict, JSONSerializable +from distill.schemas.userale import UserAleSchema + +ta = TypeAdapter(JsonDict) + +class Log: + """ + Base class for log object representation. + Arguments: + data: a json parsable string or JsonObject to validate and parse + schema: a pydantic schema from which to validate the provided log; + defaults to UserAle log schema + """ + + def __init__(self, data: Union[str, JsonDict], schema=UserAleSchema): + if not issubclass(schema, BaseModel): + raise TypeError("schema should inherit from pydantic.BaseModel") + + if isinstance(data, str): + schema.model_validate_json(data, strict=True) + data = json.loads(data) + elif ta.validate_python(data): + schema.model_validate(data, strict=True) + else: + raise TypeError("ERROR: " + str(type(data)) + " data should be either a string or a JsonDict") + self.data = schema(**data) + + # TODO: need to create ID field here on object initialization + + def to_json(self) -> str: + return self.data.model_dump_json(by_alias=True) + + def to_dict(self) -> JsonDict: + return self.data.model_dump(by_alias=True) diff --git a/distill/core/types.py b/distill/core/types.py new file mode 100644 index 0000000..37a9283 --- /dev/null +++ b/distill/core/types.py @@ -0,0 +1,20 @@ +from typing import Union, List, Dict +from typing_extensions import Annotated, TypeAliasType + +# TypeAliasType is necessary to avoid recursion error when validating this +# type with Pydantic +JSONSerializable = TypeAliasType( + "JSONSerializable", + Union[str, + int, + float, + bool, + None, + List['JSONSerializable'], + Dict[str, 'JSONSerializable'] + ], +) + +JsonDict = Dict[str, 'JSONSerializable'] + + diff --git a/distill/schemas/userale.py b/distill/schemas/userale.py new file mode 100644 index 0000000..5229a57 --- /dev/null +++ b/distill/schemas/userale.py @@ -0,0 +1,73 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# 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 +from pydantic.alias_generators import to_camel +from pydantic.config import ConfigDict + + +class Browser(BaseModel): + browser: str + version: str + + +class Location(BaseModel): + x: Optional[int] + y: Optional[int] + + +class ScrnRes(BaseModel): + width: int + height: int + + +class Details(BaseModel): + window: bool + + +class UserAleSchema(BaseModel): + """ + A raw or custom log produced by UserAle + """ + + model_config = ConfigDict( + title="Log", + alias_generator=AliasGenerator( + validation_alias=to_camel, serialization_alias=to_camel + ), + ) + + target: str + path: List[str] + page_url: str + page_title: str + page_referrer: str + browser: Browser + client_time: int + micro_time: int = Field(..., lt=2) + location: Location + scrn_res: ScrnRes + type_field: str = Field(..., validation_alias="type", serialization_alias="type") + log_type: str + user_action: bool + details: Details + user_id: str + tool_version: Optional[str] + tool_name: Optional[str] + userale_version: Optional[str] + session_id: str diff --git a/poetry.lock b/poetry.lock index 9b1d99c..1ba7460 100644 --- a/poetry.lock +++ b/poetry.lock @@ -11,6 +11,20 @@ files = [ {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"}, ] +[[package]] +name = "annotated-types" +version = "0.7.0" +description = "Reusable constraint types to use with typing.Annotated" +optional = false +python-versions = ">=3.8" 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"height":954 }, "type": "load", "logType": "raw", "userAction": true, "details": {"window": true }, "userId": "nobody", "toolVersion": null, "toolName":"test_app", "useraleVersion": "2.3.0", "sessionId":"session_1719530074303"} diff --git a/tests/test_log.py b/tests/test_log.py new file mode 100644 index 0000000..e5a5a8a --- /dev/null +++ b/tests/test_log.py @@ -0,0 +1,67 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# 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. + +import json +import os + +from pydantic import ValidationError + +from distill.core.log import Log +from tests.data_config import DATA_DIR + + +def test_log_constructor(): + exception_thrown = False + try: + _ = Log(data="garbage data") + except ValidationError: + 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) + + test_log = Log(data=data) + assert test_log is not None + + test_log2 = Log(data=data_object) + assert test_log2 is not None + + pageUrl = test_log.data.page_url + assert pageUrl == "https://github.com/apache/flagon/tree/master/docker" + + +def test_log_serialize(): + with open(os.path.join(DATA_DIR, "log_test_data.json")) as f: + data = f.readline() + test_log = Log(data=data) + + correct_str = json.dumps( + json.loads(data), separators=(",", ":"), ensure_ascii=False + ) + serialized_data = test_log.to_json() + assert serialized_data == correct_str + + +def test_log_deserialize(): + with open(os.path.join(DATA_DIR, "log_test_data.json")) as f: + data = f.readline() + test_log = Log(data=data) + + correct_object = json.loads(data) + deserialized_data = test_log.to_dict() + assert deserialized_data == correct_object