feat(parser): add field metadata and examples for CloudWatch models (#7343)

* feat(parser): add field metadata and examples for CloudWatch models

* Fix CI

---------

Co-authored-by: Leandro Damascena <[email protected]>

Author: sreejaaryahi18

aws_lambda_powertools/utilities/parser/models/cloudwatch.py

@@ -11,23 +11,55 @@
 
 
 class CloudWatchLogsLogEvent(BaseModel):
-    id: str  # noqa AA03 VNE003
-    timestamp: datetime
-    message: Union[str, Type[BaseModel]]
+    id: str = Field(
+        description="Unique identifier for the log event within the batch.",
+        examples=["eventId1", "abc123def456"],
+    )
+    timestamp: datetime = Field(
+        description="The time when the event occurred in milliseconds since Jan 1, 1970 00:00:00 UTC.",
+        examples=[1673779200000],
+    )
+    message: Union[str, Type[BaseModel]] = Field(
+        description="The actual log message string or structured JSON payload emitted by the service or application.",
+        examples=["This is a sample log message", '{"statusCode":200,"path":"/hello"}'],
+    )
 
 
 class CloudWatchLogsDecode(BaseModel):
-    messageType: str
-    owner: str
-    logGroup: str
-    logStream: str
-    subscriptionFilters: List[str]
-    logEvents: List[CloudWatchLogsLogEvent]
-    policyLevel: Optional[str] = None
+    messageType: str = Field(
+        description="The type of CloudWatch Logs message.",
+        examples=["DATA_MESSAGE", "CONTROL_MESSAGE"],
+    )
+    owner: str = Field(description="The AWS account ID of the originating log data.", examples=["123456789012"])
+    logGroup: str = Field(
+        description="The name of the log group that contains the log stream.",
+        examples=["/aws/lambda/my-function", "/aws/apigateway/my-api"],
+    )
+    logStream: str = Field(
+        description="The name of the log stream that stores the log events.",
+        examples=["2023/01/15/[$LATEST]abcdef1234567890", "i-1234567890abcdef0"],
+    )
+    subscriptionFilters: List[str] = Field(
+        description="List of subscription filter names associated with the log group.",
+        examples=[["LambdaStream_cloudwatch", "AlertFilter"]],
+    )
+    logEvents: List[CloudWatchLogsLogEvent] = Field(
+        description="Array of log events included in the message.",
+        examples=[[{"id": "eventId1", "timestamp": 1673779200000, "message": "Sample log line"}]],
+    )
+    policyLevel: Optional[str] = Field(
+        default=None,
+        description="Optional field specifying the policy level applied to the subscription filter, if present.",
+        examples=["ACCOUNT", "LOG_GROUP"],
+    )
 
 
 class CloudWatchLogsData(BaseModel):
-    decoded_data: CloudWatchLogsDecode = Field(..., alias="data")
+    decoded_data: CloudWatchLogsDecode = Field(
+        ...,
+        alias="data",
+        description="Decoded CloudWatch log data payload after base64 decoding and decompression.",
+    )
 
     @field_validator("decoded_data", mode="before")
     def prepare_data(cls, value):
@@ -42,4 +74,6 @@ def prepare_data(cls, value):
 
 
 class CloudWatchLogsModel(BaseModel):
-    awslogs: CloudWatchLogsData
+    awslogs: CloudWatchLogsData = Field(
+        description="Top-level CloudWatch Logs model containing the AWS logs data section.",
+    )