BigQuery - 检查表是否已存在 [英] BigQuery - Check if table already exists

问题描述

I have a dataset in BigQuery. This dataset contains multiple tables.

I am doing the following steps programmatically using the BigQuery API:

1. Querying the tables in the dataset - Since my response is too large, I am enabling allowLargeResults parameter and diverting my response to a destination table.

2. I am then exporting the data from the destination table to a GCS bucket.

Requirements:

• Suppose my process fails at Step 2, I would like to re-run this step.

• But before I re-run, I would like to check/verify that the specific destination table named 'xyz' already exists in the dataset.

• If it exists, I would like to re-run step 2.

• If it does not exist, I would like to do foo.

How can I do this?

Thanks in advance.

解决方案

Here is a python snippet that will tell whether a table exists (deleting it in the process--careful!):

def doesTableExist(project_id, dataset_id, table_id):
  bq.tables().delete(
      projectId=project_id, 
      datasetId=dataset_id,
      tableId=table_id).execute()
  return False

Alternately, if you'd prefer not deleting the table in the process, you could try:

def doesTableExist(project_id, dataset_id, table_id):
  try:
    bq.tables().get(
        projectId=project_id, 
        datasetId=dataset_id,
        tableId=table_id).execute()
    return True
  except HttpError, err
    if err.resp.status <> 404:
       raise
    return False

If you want to know where bq came from, you can call build_bq_client from here: http://code.google.com/p/bigquery-e2e/source/browse/samples/ch12/auth.py

In general, if you're using this to test whether you should run a job that will modify the table, it can be a good idea to just do the job anyway, and use WRITE_TRUNCATE as a write disposition.

Another approach can be to create a predictable job id, and retry the job with that id. If the job already exists, the job already ran (you might want to double check to make sure the job didn't fail, however).

这篇关于BigQuery - 检查表是否已存在的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持IT屋！