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feat(parser): add support for tumbling windows in Kinesis and DynamoDB events #3931

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157 changes: 101 additions & 56 deletions packages/parser/src/schemas/dynamodb.ts
Original file line number Diff line number Diff line change
Expand Up @@ -151,69 +151,103 @@ const DynamoDBStreamToKinesisRecord = DynamoDBStreamRecord.extend({
* @example
* ```json
* {
* "Records": [
* {
* "eventID": "1",
* "eventVersion": "1.0",
* "dynamodb": {
* "ApproximateCreationDateTime": 1693997155.0,
* "Keys": {
* "Id": {
* "N": "101"
* }
* },
* "NewImage": {
* "Message": {
* "S": "New item!"
* },
* "Id": {
* "N": "101"
* }
* "Records":[{
* "eventID":"1",
* "eventName":"INSERT",
* "eventVersion":"1.0",
* "eventSource":"aws:dynamodb",
* "awsRegion":"us-east-1",
* "dynamodb":{
* "Keys":{
* "Id":{
* "N":"101"
* }
* },
* "NewImage":{
* "Message":{
* "S":"New item!"
* },
* "StreamViewType": "NEW_AND_OLD_IMAGES",
* "SequenceNumber": "111",
* "SizeBytes": 26
* "Id":{
* "N":"101"
* }
* },
* "awsRegion": "us-west-2",
* "eventName": "INSERT",
* "eventSourceARN": "eventsource_arn",
* "eventSource": "aws:dynamodb"
* "SequenceNumber":"111",
* "SizeBytes":26,
* "StreamViewType":"NEW_AND_OLD_IMAGES"
* },
* {
* "eventID": "2",
* "eventVersion": "1.0",
* "dynamodb": {
* "OldImage": {
* "Message": {
* "S": "New item!"
* },
* "Id": {
* "N": "101"
* }
* "eventSourceARN":"stream-ARN"
* },
* {
* "eventID":"2",
* "eventName":"MODIFY",
* "eventVersion":"1.0",
* "eventSource":"aws:dynamodb",
* "awsRegion":"us-east-1",
* "dynamodb":{
* "Keys":{
* "Id":{
* "N":"101"
* }
* },
* "NewImage":{
* "Message":{
* "S":"This item has changed"
* },
* "SequenceNumber": "222",
* "Keys": {
* "Id": {
* "N": "101"
* }
* "Id":{
* "N":"101"
* }
* },
* "OldImage":{
* "Message":{
* "S":"New item!"
* },
* "SizeBytes": 59,
* "NewImage": {
* "Message": {
* "S": "This item has changed"
* },
* "Id": {
* "N": "101"
* }
* "Id":{
* "N":"101"
* }
* },
* "SequenceNumber":"222",
* "SizeBytes":59,
* "StreamViewType":"NEW_AND_OLD_IMAGES"
* },
* "eventSourceARN":"stream-ARN"
* },
* {
* "eventID":"3",
* "eventName":"REMOVE",
* "eventVersion":"1.0",
* "eventSource":"aws:dynamodb",
* "awsRegion":"us-east-1",
* "dynamodb":{
* "Keys":{
* "Id":{
* "N":"101"
* }
* },
* "OldImage":{
* "Message":{
* "S":"This item has changed"
* },
* "StreamViewType": "NEW_AND_OLD_IMAGES"
* "Id":{
* "N":"101"
* }
* },
* "awsRegion": "us-west-2",
* "eventName": "MODIFY",
* "eventSourceARN": "source_arn",
* "eventSource": "aws:dynamodb"
* }
* ]
* "SequenceNumber":"333",
* "SizeBytes":38,
* "StreamViewType":"NEW_AND_OLD_IMAGES"
* },
* "eventSourceARN":"stream-ARN"
* }],
* "window": {
* "start": "2020-07-30T17:00:00Z",
* "end": "2020-07-30T17:05:00Z"
* },
* "state": {
* "1": "state1"
* },
* "shardId": "shard123456789",
* "eventSourceARN": "stream-ARN",
* "isFinalInvokeForWindow": false,
* "isWindowTerminatedEarly": false
* }
* ```
*
Expand All @@ -222,6 +256,17 @@ const DynamoDBStreamToKinesisRecord = DynamoDBStreamRecord.extend({
*/
const DynamoDBStreamSchema = z.object({
Records: z.array(DynamoDBStreamRecord).min(1),
window: z
.object({
start: z.string().datetime(),
end: z.string().datetime(),
})
.optional(),
state: z.record(z.string(), z.string()).optional(),
shardId: z.string().optional(),
eventSourceARN: z.string().optional(),
isFinalInvokeForWindow: z.boolean().optional(),
isWindowTerminatedEarly: z.boolean().optional(),
});

export {
Expand Down
51 changes: 29 additions & 22 deletions packages/parser/src/schemas/kinesis.ts
Original file line number Diff line number Diff line change
Expand Up @@ -70,41 +70,48 @@ const KinesisDynamoDBStreamSchema = z.object({
* "partitionKey": "1",
* "sequenceNumber": "49590338271490256608559692538361571095921575989136588898",
* "data": "SGVsbG8sIHRoaXMgaXMgYSB0ZXN0Lg==",
* "approximateArrivalTimestamp": 1545084650.987
* "approximateArrivalTimestamp": 1607497475.000
* },
* "eventSource": "aws:kinesis",
* "eventVersion": "1.0",
* "eventID": "shardId-000000000006:49590338271490256608559692538361571095921575989136588898",
* "eventName": "aws:kinesis:record",
* "invokeIdentityArn": "arn:aws:iam::123456789012:role/lambda-role",
* "awsRegion": "us-east-2",
* "eventSourceARN": "arn:aws:kinesis:us-east-2:123456789012:stream/lambda-stream"
* },
* {
* "kinesis": {
* "kinesisSchemaVersion": "1.0",
* "partitionKey": "1",
* "sequenceNumber": "49590338271490256608559692540925702759324208523137515618",
* "data": "VGhpcyBpcyBvbmx5IGEgdGVzdC4=",
* "approximateArrivalTimestamp": 1545084711.166
* },
* "eventSource": "aws:kinesis",
* "eventVersion": "1.0",
* "eventID": "shardId-000000000006:49590338271490256608559692540925702759324208523137515618",
* "eventName": "aws:kinesis:record",
* "invokeIdentityArn": "arn:aws:iam::123456789012:role/lambda-role",
* "awsRegion": "us-east-2",
* "eventSourceARN": "arn:aws:kinesis:us-east-2:123456789012:stream/lambda-stream"
* "invokeIdentityArn": "arn:aws:iam::123456789012:role/lambda-kinesis-role",
* "awsRegion": "us-east-1",
* "eventSourceARN": "arn:aws:kinesis:us-east-1:123456789012:stream/lambda-stream"
* }
* ]
* ],
* "window": {
* "start": "2020-12-09T07:04:00Z",
* "end": "2020-12-09T07:06:00Z"
* },
* "state": {
* "1": 282,
* "2": 715
* },
* "shardId": "shardId-000000000006",
* "eventSourceARN": "arn:aws:kinesis:us-east-1:123456789012:stream/lambda-stream",
* "isFinalInvokeForWindow": false,
* "isWindowTerminatedEarly": false
* }
*```
* @see {@link types.KinesisDataStreamEvent | KinesisDataStreamEvent}
* @see {@link https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html#services-kinesis-event-example}
* @see {@link https://docs.aws.amazon.com/lambda/latest/dg/services-kinesis-windows.html#streams-tumbling-processing}
*
*/
const KinesisDataStreamSchema = z.object({
Records: z.array(KinesisDataStreamRecord).min(1),
window: z
.object({
start: z.string().datetime(),
end: z.string().datetime(),
})
.optional(),
state: z.record(z.string(), z.unknown()).optional(),
shardId: z.string().optional(),
eventSourceARN: z.string().optional(),
isFinalInvokeForWindow: z.boolean().optional(),
isWindowTerminatedEarly: z.boolean().optional(),
});

export {
Expand Down
81 changes: 81 additions & 0 deletions packages/parser/tests/unit/schema/dynamodb.test.ts
Original file line number Diff line number Diff line change
Expand Up @@ -112,4 +112,85 @@ describe('Schema: DynamoDB', () => {
// Act & Assess
expect(() => DynamoDBStreamSchema.parse(event)).toThrow();
});

it('parses a DynamoDB Stream with tumbling window event', () => {
// Prepare
const event = structuredClone(baseEvent);
event.window = {
start: '2020-07-30T17:00:00Z',
end: '2020-07-30T17:05:00Z',
};
event.state = {
'1': 'state1',
};
event.shardId = 'shard123456789';
event.eventSourceARN = 'stream-ARN';
event.isFinalInvokeForWindow = false;
event.isWindowTerminatedEarly = false;

// Act
const result = DynamoDBStreamSchema.parse(event);

// Assess
expect(result).toStrictEqual({
Records: [
{
eventID: '1',
eventVersion: '1.0',
dynamodb: {
ApproximateCreationDateTime: 1693997155.0,
Keys: {
Id: 101,
},
NewImage: {
Message: 'New item!',
Id: 101,
},
StreamViewType: 'NEW_IMAGE',
SequenceNumber: '111',
SizeBytes: 26,
},
awsRegion: 'us-west-2',
eventName: 'INSERT',
eventSourceARN: 'eventsource_arn',
eventSource: 'aws:dynamodb',
},
{
eventID: '2',
eventVersion: '1.0',
dynamodb: {
OldImage: {
Message: 'New item!',
Id: 101,
},
SequenceNumber: '222',
Keys: {
Id: 101,
},
SizeBytes: 59,
NewImage: {
Message: 'This item has changed',
Id: 101,
},
StreamViewType: 'NEW_AND_OLD_IMAGES',
},
awsRegion: 'us-west-2',
eventName: 'MODIFY',
eventSourceARN: 'source_arn',
eventSource: 'aws:dynamodb',
},
],
window: {
start: '2020-07-30T17:00:00Z',
end: '2020-07-30T17:05:00Z',
},
state: {
'1': 'state1',
},
shardId: 'shard123456789',
eventSourceARN: 'stream-ARN',
isFinalInvokeForWindow: false,
isWindowTerminatedEarly: false,
});
});
});
35 changes: 35 additions & 0 deletions packages/parser/tests/unit/schema/kinesis.test.ts
Original file line number Diff line number Diff line change
Expand Up @@ -167,6 +167,41 @@ describe('Schema: Kinesis', () => {
expect(parsed).toStrictEqual(transformedInput);
});

it('parses Kinesis event with tumbling window', () => {
// Prepare
const testEvent = structuredClone(kinesisStreamEvent);
testEvent.window = {
start: '2020-07-30T17:00:00Z',
end: '2020-07-30T17:05:00Z',
};
testEvent.state = {
'1': 'state1',
};
testEvent.shardId = 'shard123456789';
testEvent.eventSourceARN = 'stream-ARN';
testEvent.isFinalInvokeForWindow = false;
testEvent.isWindowTerminatedEarly = false;

// Act
const parsed = KinesisDataStreamSchema.parse(testEvent);

const transformedInput = {
...testEvent,
Records: testEvent.Records.map((record, index) => {
return {
...record,
kinesis: {
...record.kinesis,
data: Buffer.from(record.kinesis.data, 'base64').toString(),
},
};
}),
};

// Assess
expect(parsed).toStrictEqual(transformedInput);
});

it('throws if cannot parse SQS record of KinesisFirehoseSqsRecord', () => {
// Prepare
const testEvent = getTestEvent<KinesisFireHoseSqsEvent>({
Expand Down