feat: add wrapper for reading table data using Storage API

[alvarowolfx]

Add support for easily reading Tables using the BigQuery Storage API instead of the BigQuery API. This will provide increased performance and reduced memory usage for most use cases and will allow users to keep using the same interface as they used to use on our main library or fetch data directly via a new veneer on BigQuery Storage Read API

[alvarowolfx]

Some early results:

1. SELECT repository_url as url, repository_owner as owner, repository_forks as forks FROM `bigquery-public-data.samples.github_timeline` where repository_url is not null LIMIT 300000

• fetchGetQueryResultsI: 31.135s 🔴
• fetchStorageAPI: 20.033s ⬆️ 36% speedup

2. SELECT repository_url as url, repository_owner as owner, repository_forks as forks FROM `bigquery-public-data.samples.github_timeline` where repository_url is not null LIMIT 1000000

• fetchGetQueryResultsI: 1:32.622 (m:ss.mmm) 🔴
• fetchStorageAPI: 1:07.363 (m:ss.mmm) ⬆️ 27% faster

3. SELECT name, number, state from `bigquery-public-data.usa_names.usa_1910_current

• fetchGetQueryResults: 5:00.514 (m:ss.mmm) 🔴
• fetchStorageAPI: 3:20.987 (m:ss.mmm) ⬆️ 33% faster

[alvarowolfx]

Added some more comments, address some minor issues and pushed a new test using CTA and generate_array to test it with more data cc @shollyman @leahecole

[alvarowolfx]

Tried to use pipeline, but is meant to be used when we have a destination. In this case where, we are just applying a bunch of transforms and we don't know the destination beforehand.

The error that I got:

  TypeError [ERR_INVALID_ARG_TYPE]: The "streams[stream.length - 1]" property must be of type function. Received an instance of ArrowRecordBatchTransform

[alvarowolfx]

Errors are handled by the consumer of the stream and when used internally like here, we handle the errors.