Timecodes for "MLOps Zoomcamp 6.3 - Testing cloud services with LocalStack"

[datatalksclub]

Timecodes for "MLOps Zoomcamp 6.3 - Testing cloud services with LocalStack"

[dimzachar]

0:00:00 - Testing best engineering practices.
0:00:34 - Test local AWS cloud stack with LocalStack for response to Kinesis Stream.
0:01:10 - Install local stock with Docker Compose, open port for requests.
0:01:53 - Start Kinesis server, test working.
0:02:29 - Testing integration with Kinesis.
0:03:09 - Test AWS setup with Kinesis.
0:03:46 - Use local endpoint instead of AWS.
0:04:27 - Create stream with Kinesis, check local stack.
0:05:04 - Create stream 'predictions' with chart count 1.
0:05:45 - Configure code to access local stack endpoint.
0:06:25 - Connect to Kinesis with Docker Compose.
0:07:03 - Create Kinesis client, set endpoint URL.
0:07:49 - Create Kinesis stream for tests.
0:08:28 - Services configured, stream created.
0:09:08 - Testing Kinesis stream setup.
0:09:52 - Testing Kinesis stream with Python.
0:10:34 - Copy short iterator, add URL.
0:11:20 - Testing prediction with boto3 & shard iterator.
0:12:04 - Decoding data & testing script.
0:12:38 - Communicate with local stack, get chart iterator with boto3.
0:13:18 - Comparing expected response to request.
0:13:55 - Comparing expected and actual records with Kinesis response.
0:14:37 - Automate records, exit on error, run test on success.
0:15:10 - Run test key, edges; check locks; stop containers; exit if fails; docker compose down.
0:15:46 - Testing new Kinesis response, success!
0:16:21 - Testing two sets of tests: unit & end-to-end.
0:17:04 - Checking code quality with tests and make files.

[amitfrancis]

Updated timecodes. Thanks!