docs(jmespath_util): snippets split, improved, and lint

examples/jmespath_functions/src/extract_data_from_builtin_envelope.json

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+{
+    "Records": [
+        {
+            "messageId": "19dd0b57-b21e-4ac1-bd88-01bbb068cb78",
+            "receiptHandle": "MessageReceiptHandle",
+            "body": "{\"customerId\":\"dd4649e6-2484-4993-acb8-0f9123103394\",\"booking\":{\"id\":\"5b2c4803-330b-42b7-811a-c68689425de1\",\"reference\":\"ySz7oA\",\"outboundFlightId\":\"20c0d2f2-56a3-4068-bf20-ff7703db552d\"},\"payment\":{\"receipt\":\"https:\/\/pay.stripe.com\/receipts\/acct_1Dvn7pF4aIiftV70\/ch_3JTC14F4aIiftV700iFq2CHB\/rcpt_K7QsrFln9FgFnzUuBIiNdkkRYGxUL0X\",\"amount\":100}}",
+            "attributes": {
+                "ApproximateReceiveCount": "1",
+                "SentTimestamp": "1523232000000",
+                "SenderId": "123456789012",
+                "ApproximateFirstReceiveTimestamp": "1523232000001"
+            },
+            "messageAttributes": {},
+            "md5OfBody": "7b270e59b47ff90a553787216d55d91d",
+            "eventSource": "aws:sqs",
+            "eventSourceARN": "arn:aws:sqs:us-east-1:123456789012:MyQueue",
+            "awsRegion": "us-east-1"
+        }
+    ]
+}

examples/jmespath_functions/src/extract_data_from_builtin_envelope.py

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+from aws_lambda_powertools.utilities.jmespath_utils import envelopes, extract_data_from_envelope
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+
+def handler(event: dict, context: LambdaContext) -> dict:
+    payload = extract_data_from_envelope(data=event, envelope=envelopes.SQS)
+    customer_id = payload.get("customerId")  # now deserialized
+
+    return {"customer_id": customer_id, "message": "success", "statusCode": 200}

examples/jmespath_functions/src/extract_data_from_envelope.json

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+{
+	"body": "{\"customerId\":\"dd4649e6-2484-4993-acb8-0f9123103394\"}",
+	"deeply_nested": [
+		{
+			"some_data": [
+				1,
+				2,
+				3
+			]
+		}
+	]
+}

examples/jmespath_functions/src/extract_data_from_envelope.py

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+from aws_lambda_powertools.utilities.jmespath_utils import extract_data_from_envelope
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+
+def handler(event: dict, context: LambdaContext) -> dict:
+    payload = extract_data_from_envelope(data=event, envelope="powertools_json(body)")
+    customer_id = payload.get("customerId")  # now deserialized
+
+    # also works for fetching and flattening deeply nested data
+    some_data = extract_data_from_envelope(data=event, envelope="deeply_nested[*].some_data[]")
+
+    return {"customer_id": customer_id, "message": "success", "context": some_data, "statusCode": 200}

examples/jmespath_functions/src/powertools_base64_gzip_jmespath_function.py

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+import base64
+import binascii
+import gzip
+import json
+
+import powertools_base64_gzip_jmespath_schema as schemas
+from jmespath.exceptions import JMESPathTypeError
+
+from aws_lambda_powertools.utilities.typing import LambdaContext
+from aws_lambda_powertools.utilities.validation import SchemaValidationError, validate
+
+
+def lambda_handler(event, context: LambdaContext) -> dict:
+    try:
+        validate(event=event, schema=schemas.INPUT, envelope="powertools_base64_gzip(payload) | powertools_json(@)")
+
+        # Alternatively, extract_data_from_envelope works here too
+        encoded_payload = base64.b64decode(event["payload"])
+        uncompressed_payload = gzip.decompress(encoded_payload).decode()
+        log: dict = json.loads(uncompressed_payload)
+
+        return {
+            "message": "Logs processed",
+            "log_group": log.get("logGroup"),
+            "owner": log.get("owner"),
+            "success": True,
+        }
+
+    except JMESPathTypeError:
+        return return_error_message("The powertools_base64_gzip() envelope function must match a valid path.")
+    except binascii.Error:
+        return return_error_message("Payload must be a valid base64 encoded string")
+    except json.JSONDecodeError:
+        return return_error_message("Payload must be valid JSON (base64 encoded).")
+    except SchemaValidationError as exception:
+        # SchemaValidationError indicates where a data mismatch is
+        return return_error_message(str(exception))
+
+
+def return_error_message(message: str) -> dict:
+    return {"message": message, "success": False}

examples/jmespath_functions/src/powertools_base64_gzip_jmespath_payload.json

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+{
+    "payload": "H4sIACZAXl8C/52PzUrEMBhFX2UILpX8tPbHXWHqIOiq3Q1F0ubrWEiakqTWofTdTYYB0YWL2d5zvnuTFellBIOedoiyKH5M0iwnlKH7HZL6dDB6ngLDfLFYctUKjie9gHFaS/sAX1xNEq525QxwFXRGGMEkx4Th491rUZdV3YiIZ6Ljfd+lfSyAtZloacQgAkqSJCGhxM6t7cwwuUGPz4N0YKyvO6I9WDeMPMSo8Z4Ca/kJ6vMEYW5f1MX7W1lVxaG8vqX8hNFdjlc0iCBBSF4ERT/3Pl7RbMGMXF2KZMh/C+gDpNS7RRsp0OaRGzx0/t8e0jgmcczyLCWEePhni/23JWalzjdu0a3ZvgEaNLXeugEAAA=="
+}

examples/jmespath_functions/src/powertools_base64_gzip_jmespath_schema.py

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+INPUT = {
+    "$schema": "http://json-schema.org/draft-07/schema",
+    "$id": "http://example.com/example.json",
+    "type": "object",
+    "title": "Sample schema",
+    "description": "The root schema comprises the entire JSON document.",
+    "examples": [
+        {
+            "owner": "123456789012",
+            "logGroup": "/aws/lambda/powertools-example",
+            "logStream": "2022/08/07/[$LATEST]d3a8dcaffc7f4de2b8db132e3e106660",
+            "logEvents": {},
+        }
+    ],
+    "required": ["owner", "logGroup", "logStream", "logEvents"],
+    "properties": {
+        "owner": {
+            "$id": "#/properties/owner",
+            "type": "string",
+            "title": "The owner",
+            "examples": ["123456789012"],
+            "maxLength": 12,
+        },
+        "logGroup": {
+            "$id": "#/properties/logGroup",
+            "type": "string",
+            "title": "The logGroup",
+            "examples": ["/aws/lambda/powertools-example"],
+            "maxLength": 100,
+        },
+        "logStream": {
+            "$id": "#/properties/logStream",
+            "type": "string",
+            "title": "The logGroup",
+            "examples": ["2022/08/07/[$LATEST]d3a8dcaffc7f4de2b8db132e3e106660"],
+            "maxLength": 100,
+        },
+        "logEvents": {
+            "$id": "#/properties/logEvents",
+            "type": "array",
+            "title": "The logEvents",
+            "examples": [
+                "{'id': 'eventId1', 'message': {'username': 'lessa', 'message': 'hello world'}, 'timestamp': 1440442987000}"  # noqa E501
+            ],
+        },
+    },
+}

examples/jmespath_functions/src/powertools_base64_jmespath_function.py

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+import base64
+import binascii
+import json
+from dataclasses import asdict, dataclass, field, is_dataclass
+from uuid import uuid4
+
+import powertools_base64_jmespath_schema as schemas
+from jmespath.exceptions import JMESPathTypeError
+
+from aws_lambda_powertools.utilities.typing import LambdaContext
+from aws_lambda_powertools.utilities.validation import SchemaValidationError, validate
+
+
+@dataclass
+class Order:
+    user_id: int
+    product_id: int
+    quantity: int
+    price: float
+    currency: str
+    order_id: str = field(default_factory=lambda: f"{uuid4()}")
+
+
+class DataclassCustomEncoder(json.JSONEncoder):
+    """A custom JSON encoder to serialize dataclass obj"""
+
+    def default(self, obj):
+        # Only called for values that aren't JSON serializable
+        # where `obj` will be an instance of Todo in this example
+        return asdict(obj) if is_dataclass(obj) else super().default(obj)
+
+
+def lambda_handler(event, context: LambdaContext) -> dict:
+
+    # Try to validate the schema
+    try:
+        validate(event=event, schema=schemas.INPUT, envelope="powertools_json(powertools_base64(payload))")
+
+        # alternatively, extract_data_from_envelope works here too
+        payload_decoded = base64.b64decode(event["payload"]).decode()
+
+        order_payload: dict = json.loads(payload_decoded)
+
+        return {
+            "order": json.dumps(Order(**order_payload), cls=DataclassCustomEncoder),
+            "message": "order created",
+            "success": True,
+        }
+    except JMESPathTypeError:
+        return return_error_message(
+            "The powertools_json(powertools_base64()) envelope function must match a valid path."
+        )
+    except binascii.Error:
+        return return_error_message("Payload must be a valid base64 encoded string")
+    except json.JSONDecodeError:
+        return return_error_message("Payload must be valid JSON (base64 encoded).")
+    except SchemaValidationError as exception:
+        # SchemaValidationError indicates where a data mismatch is
+        return return_error_message(str(exception))
+
+
+def return_error_message(message: str) -> dict:
+    return {"order": None, "message": message, "success": False}

examples/jmespath_functions/src/powertools_base64_jmespath_payload.json

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+{
+    "payload":"eyJ1c2VyX2lkIjogMTIzLCAicHJvZHVjdF9pZCI6IDEsICJxdWFudGl0eSI6IDIsICJwcmljZSI6IDEwLjQwLCAiY3VycmVuY3kiOiAiVVNEIn0="
+}

examples/jmespath_functions/src/powertools_base64_jmespath_schema.py

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+INPUT = {
+    "$schema": "http://json-schema.org/draft-07/schema",
+    "$id": "http://example.com/example.json",
+    "type": "object",
+    "title": "Sample order schema",
+    "description": "The root schema comprises the entire JSON document.",
+    "examples": [{"user_id": 123, "product_id": 1, "quantity": 2, "price": 10.40, "currency": "USD"}],
+    "required": ["user_id", "product_id", "quantity", "price", "currency"],
+    "properties": {
+        "user_id": {
+            "$id": "#/properties/user_id",
+            "type": "integer",
+            "title": "The unique identifier of the user",
+            "examples": [123],
+            "maxLength": 10,
+        },
+        "product_id": {
+            "$id": "#/properties/product_id",
+            "type": "integer",
+            "title": "The unique identifier of the product",
+            "examples": [1],
+            "maxLength": 10,
+        },
+        "quantity": {
+            "$id": "#/properties/quantity",
+            "type": "integer",
+            "title": "The quantity of the product",
+            "examples": [2],
+            "maxLength": 10,
+        },
+        "price": {
+            "$id": "#/properties/price",
+            "type": "number",
+            "title": "The individual price of the product",
+            "examples": [10.40],
+            "maxLength": 10,
+        },
+        "currency": {
+            "$id": "#/properties/currency",
+            "type": "string",
+            "title": "The currency",
+            "examples": ["The currency of the order"],
+            "maxLength": 100,
+        },
+    },
+}

examples/jmespath_functions/src/powertools_custom_jmespath_function.json

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+{
+    "Records": [
+        {
+            "user": "integration-kafka",
+            "datetime": "2022-01-01T00:00:00.000Z",
+            "log": "/QGIMjAyMi8wNi8xNiAxNjoyNTowMCBbY3JpdF0gMzA1MTg5MCMNCPBEOiAqMSBjb25uZWN0KCkg\ndG8gMTI3LjAuMC4xOjUwMDAgZmFpbGVkICgxMzogUGVybWlzc2lvbiBkZW5pZWQpIHdoaWxlEUEI\naW5nAUJAdXBzdHJlYW0sIGNsaWVudDoZVKgsIHNlcnZlcjogXywgcmVxdWVzdDogIk9QVElPTlMg\nLyBIVFRQLzEuMSIsFUckOiAiaHR0cDovLzabABQvIiwgaG8FQDAxMjcuMC4wLjE6ODEi\n"
+        },
+        {
+            "user": "integration-kafka",
+            "datetime": "2022-01-01T00:00:01.000Z",
+            "log": "tQHwnDEyNy4wLjAuMSAtIC0gWzE2L0p1bi8yMDIyOjE2OjMwOjE5ICswMTAwXSAiT1BUSU9OUyAv\nIEhUVFAvMS4xIiAyMDQgMCAiLSIgIk1vemlsbGEvNS4wIChYMTE7IExpbnV4IHg4Nl82NCkgQXBw\nbGVXZWJLaXQvNTM3LjM2IChLSFRNTCwgbGlrZSBHZWNrbykgQ2hyb21lLzEwMi4BmUwwIFNhZmFy\naS81MzcuMzYiICItIg==\n"
+        }
+    ]
+}

examples/jmespath_functions/src/powertools_custom_jmespath_function.py

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+import base64
+import binascii
+
+import snappy
+from jmespath.exceptions import JMESPathTypeError
+from jmespath.functions import signature
+
+from aws_lambda_powertools.utilities.jmespath_utils import PowertoolsFunctions, extract_data_from_envelope
+
+
+class CustomFunctions(PowertoolsFunctions):
+    # only decode if value is a string
+    # see supported data types: https://jmespath.org/specification.html#built-in-functions
+    @signature({"types": ["string"]})
+    def _func_decode_snappy_compression(self, payload: str):
+        decoded: bytes = base64.b64decode(payload)
+        return snappy.uncompress(decoded)
+
+
+custom_jmespath_options = {"custom_functions": CustomFunctions()}
+
+
+def lambda_handler(event, context) -> dict:
+
+    try:
+        logs = []
+        logs.append(
+            extract_data_from_envelope(
+                data=event,
+                # NOTE: Use the prefix `_func_` before the name of the function
+                envelope="Records[*].decode_snappy_compression(log)",
+                jmespath_options=custom_jmespath_options,
+            )
+        )
+        return {"logs": logs, "message": "Extracted messages", "success": True}
+    except JMESPathTypeError:
+        return return_error_message("The envelope function must match a valid path.")
+    except snappy.UncompressError:
+        return return_error_message("Log must be a valid snappy compressed binary")
+    except binascii.Error:
+        return return_error_message("Log must be a valid base64 encoded string")
+
+
+def return_error_message(message: str) -> dict:
+    return {"logs": None, "message": message, "success": False}

examples/jmespath_functions/src/powertools_json_idempotency_jmespath.json

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+{
+    "version":"2.0",
+    "routeKey":"ANY /createpayment",
+    "rawPath":"/createpayment",
+    "rawQueryString":"",
+    "headers": {
+      "Header1": "value1",
+      "Header2": "value2"
+    },
+    "requestContext":{
+      "accountId":"123456789012",
+      "apiId":"api-id",
+      "domainName":"id.execute-api.us-east-1.amazonaws.com",
+      "domainPrefix":"id",
+      "http":{
+        "method":"POST",
+        "path":"/createpayment",
+        "protocol":"HTTP/1.1",
+        "sourceIp":"ip",
+        "userAgent":"agent"
+      },
+      "requestId":"id",
+      "routeKey":"ANY /createpayment",
+      "stage":"$default",
+      "time":"10/Feb/2021:13:40:43 +0000",
+      "timeEpoch":1612964443723
+    },
+    "body":"{\"user\":\"xyz\",\"product_id\":\"123456789\"}",
+    "isBase64Encoded":false
+  }

examples/jmespath_functions/src/powertools_json_idempotency_jmespath.py

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+import json
+from uuid import uuid4
+
+import requests
+
+from aws_lambda_powertools.utilities.idempotency import DynamoDBPersistenceLayer, IdempotencyConfig, idempotent
+
+persistence_layer = DynamoDBPersistenceLayer(table_name="IdempotencyTable")
+
+# Treat everything under the "body" key
+# in the event json object as our payload
+config = IdempotencyConfig(event_key_jmespath="powertools_json(body)")
+
+
+class PaymentError(Exception):
+    ...
+
+
+@idempotent(config=config, persistence_store=persistence_layer)
+def handler(event, context) -> dict:
+    body = json.loads(event["body"])
+    try:
+        payment = create_subscription_payment(user=body["user"], product_id=body["product_id"])
+        return {"payment_id": payment.id, "message": "success", "statusCode": 200}
+    except requests.HTTPError as e:
+        raise PaymentError("Unable to create payment subscription") from e
+
+
+def create_subscription_payment(user: str, product_id: str) -> dict:
+    payload = {"user": user, "product_id": product_id}
+    ret: requests.Response = requests.post(url="https://httpbin.org/anything", data=payload)
+    ret.raise_for_status()
+
+    return {"id": f"{uuid4()}", "message": "paid"}