This is Infrastructure as Code (IaC) for creating WebSocket API for @dforsber/s3-selectable.
NOTE: This repository was started off from the simple webchat client demo from AWS. We mostly use the IaC part of it, but greatly reduced and with modifications.
Simple WebSocket based S3 Selectable client to be used e.g. with wscat. We set the $connect route authorisation to be AWS_IAM and use signed wss:// URLs to get it working without a custom authoriser.
% yarn
% yarn deployYou can create a Glue Table based on public NYC taxi data set in Parquet. Below we use the public data set (on a local AWS Account copy) for the example queries.
You get the API ID from the deployment output.
# AWS IAM Authenticated WebSocket connect brings up the command line
% wscat -c `node src/wss-signer/sign_wss_url.js wss://apiId.execute-api.eu-west-1.amazonaws.com/dev`
# Default route invokes S3 Selectable Lambda asynchronously,
# and passes the WebSocket URL as a parameterand sends results to WebSocket
% wscat -c `node src/wss-signer/sign_wss_url.js wss://apiId.execute-api.eu-west-1.amazonaws.com/dev`
Connected (press CTRL+C to quit)
> EXPLAIN SELECT * FROM default.nyctaxis LIMIT 2
< {
selectParams: { selectParams: { Expression: ' SELECT * FROM s3Object LIMIT 2' } },
explainSelectResult: {
tableInfo: {
Bucket: 'serverless-analytics',
PartitionColumns: [ 'year', 'month', 'type' ],
InputSerialization: { Parquet: {} }
},
preparedSelect: {
selectParams: {
ExpressionType: 'SQL',
OutputSerialization: { JSON: {} },
Expression: 'SELECT * FROM s3Object LIMIT 1',
Bucket: 'isecurefi-serverless-analytics',
InputSerialization: { Parquet: {} }
},
limit: 2,
s3Keys: [
'NY-Pub/year=2016/month=6/type=yellow/part-r-03242-6e222bd6-47be-424a-a29a-606961a23de1.gz.parquet',
'NY-Pub/year=2016/month=6/type=yellow/part-r-03242-90b05037-c70b-4bc7-978c-b53b496c4751.gz.parquet'
]
},
partitionFilter: 'SELECT partition FROM partitions '
}
}
< Execution time 1527 ms, 0.000 MB, 0.000 MB/s
##
> SELECT * FROM default.nyctaxis LIMIT 2
< {"vendorid":"2","pickup_datetime":45333777451676830864349184,"dropoff_datetime":45333777451677222864349184,"ratecode":1,"passenger_count":2,"trip_distance":0.79e0,"fare_amount":6e0,"total_amount":0.3e0,"payment_type":2}
< {"vendorid":"2","pickup_datetime":45333777451676830864349184,"dropoff_datetime":45333777451677222864349184,"ratecode":1,"passenger_count":2,"trip_distance":0.79e0,"fare_amount":6e0,"total_amount":0.3e0,"payment_type":2}
< Execution time 1526 ms, 0.000 MB, 0.000 MB/s
##
> EXPLAIN SELECT * FROM default.nyctaxis WHERE year=2016 AND month=10 AND `type`='yellow' LIMIT 10
< {
selectParams: {
selectParams: {
Expression: " SELECT * FROM s3Object WHERE year=2016 AND month=10 AND `type`='yellow' LIMIT 10"
}
},
explainSelectResult: {
tableInfo: {
Bucket: 'isecurefi-serverless-analytics',
PartitionColumns: [ 'year', 'month', 'type' ],
InputSerialization: { Parquet: {} }
},
preparedSelect: {
selectParams: {
ExpressionType: 'SQL',
OutputSerialization: { JSON: {} },
Expression: 'SELECT * FROM s3Object WHERE TRUE AND TRUE AND TRUE LIMIT 1',
Bucket: 'isecurefi-serverless-analytics',
InputSerialization: { Parquet: {} }
},
limit: 10,
s3Keys: [
'NY-Pub/year=2016/month=10/type=yellow/part-r-03310-6e222bd6-47be-424a-a29a-606961a23de1.gz.parquet',
'NY-Pub/year=2016/month=10/type=yellow/part-r-03310-90b05037-c70b-4bc7-978c-b53b496c4751.gz.parquet',
'NY-Pub/year=2016/month=10/type=yellow/part-r-03311-6e222bd6-47be-424a-a29a-606961a23de1.gz.parquet',
'NY-Pub/year=2016/month=10/type=yellow/part-r-03311-90b05037-c70b-4bc7-978c-b53b496c4751.gz.parquet',
'NY-Pub/year=2016/month=10/type=yellow/part-r-03312-6e222bd6-47be-424a-a29a-606961a23de1.gz.parquet',
'NY-Pub/year=2016/month=10/type=yellow/part-r-03312-90b05037-c70b-4bc7-978c-b53b496c4751.gz.parquet',
'NY-Pub/year=2016/month=10/type=yellow/part-r-03313-6e222bd6-47be-424a-a29a-606961a23de1.gz.parquet',
'NY-Pub/year=2016/month=10/type=yellow/part-r-03313-90b05037-c70b-4bc7-978c-b53b496c4751.gz.parquet',
'NY-Pub/year=2016/month=10/type=yellow/part-r-03314-6e222bd6-47be-424a-a29a-606961a23de1.gz.parquet',
'NY-Pub/year=2016/month=10/type=yellow/part-r-03314-90b05037-c70b-4bc7-978c-b53b496c4751.gz.parquet'
]
},
partitionFilter: "SELECT partition FROM partitions WHERE `year` = 2016 AND `month` = 10 AND `type` = 'yellow'"
}
}
< Execution time 706 ms, 0.000 MB, 0.000 MB/s
##
> SELECT * FROM default.nyctaxis WHERE year=2016 AND month=10 AND `type`='yellow' LIMIT 10
< {"vendorid":"1","pickup_datetime":45335880380425237753233408,"dropoff_datetime":45335880380425882753233408,"ratecode":80,"passenger_count":3,"trip_distance":3.4e0,"fare_amount":0.5e0,"payment_type":1}
< {"vendorid":"1","pickup_datetime":45335954167429495591439872,"dropoff_datetime":45335954167430186591439872,"ratecode":161,"passenger_count":2,"trip_distance":2.3e0,"fare_amount":0.5e0,"payment_type":0}
< {"vendorid":"2","pickup_datetime":45336027954427835429646336,"dropoff_datetime":45336027954430065429646336,"ratecode":246,"passenger_count":5,"trip_distance":1.81e0,"fare_amount":0.5e0,"payment_type":0}
< {"vendorid":"1","pickup_datetime":45335972614229402300991488,"dropoff_datetime":45335972614230757300991488,"ratecode":237,"passenger_count":1,"trip_distance":3.4e0,"fare_amount":0.5e0,"payment_type":1}
< {"vendorid":"2","pickup_datetime":45335917273964175172336640,"dropoff_datetime":45335917273964460172336640,"ratecode":143,"passenger_count":1,"trip_distance":0.89e0,"fare_amount":0.5e0,"payment_type":0}
< {"vendorid":"1","pickup_datetime":45335972614229402300991488,"dropoff_datetime":45335972614230757300991488,"ratecode":237,"passenger_count":1,"trip_distance":3.4e0,"fare_amount":0.5e0,"payment_type":1}
< {"vendorid":"1","pickup_datetime":45335954167429495591439872,"dropoff_datetime":45335954167430186591439872,"ratecode":161,"passenger_count":2,"trip_distance":2.3e0,"fare_amount":0.5e0,"payment_type":0}
< {"vendorid":"2","pickup_datetime":45335917273964175172336640,"dropoff_datetime":45335917273964460172336640,"ratecode":143,"passenger_count":1,"trip_distance":0.89e0,"fare_amount":0.5e0,"payment_type":0}
< {"vendorid":"1","pickup_datetime":45335880380425237753233408,"dropoff_datetime":45335880380425882753233408,"ratecode":80,"passenger_count":3,"trip_distance":3.4e0,"fare_amount":0.5e0,"payment_type":1}
< {"vendorid":"2","pickup_datetime":45336027954427835429646336,"dropoff_datetime":45336027954430065429646336,"ratecode":246,"passenger_count":5,"trip_distance":1.81e0,"fare_amount":0.5e0,"payment_type":0}
< Execution time 1247 ms, 0.002 MB, 0.002 MB/s
>