使用 google-cloud-python 从 BigQuery 获取 JSON 形式的结果

Question

我通过google-cloud-python查询BigQuery，如下所示：

client = bigquery.Client()
query = """SELECT * FROM `{dataset}.{table}`
  WHERE id=@id LIMIT 1""".format(dataset=dataset,
                                 table=table)
param = ScalarQueryParameter('id', 'STRING', id)
query = client.run_sync_query(query, query_parameters=[param])
query.use_legacy_sql = False
query.timeout_ms = 1000
query.run()
assert query.complete
try:
    results = query.rows[0]
except IndexError:
    results = None

这将返回如下数据：

[
    "Tue, 11 Apr 2017 03:18:52 GMT",
    "A132",
    "United Kingdom",
    [
        {
            "endDate": "2012-12-05",
            "startDate": "2011-12-27",
            "statusCode": "Terminated"
        }
    ]
]

重复字段已转换为 JSON。但是我希望其余数据也转换为JSON。我可以通过检查query.schema自己实现这一点，但似乎这应该在库中，因为它已经发生在重复元素中。

如何使用此库将 BigQuery 查询结果格式化为 JSON？ 例如：

{
    "timestamp": "Tue, 11 Apr 2017 03:18:52 GMT",
    "id": "A132",
    "country": "United Kingdom",
    [
        {
            "endDate": "2012-12-05",
            "startDate": "2011-12-27",
            "statusCode": "Terminated"
        }
    ]
}

Answer 1

事实证明，代码非常简单：

field_names = [f.name for f in query.schema]
try:
    raw_results = query.rows[0]
    zipped_results = zip(field_names, raw_results)
    results = {x[0]: x[1] for x in zipped_results}
except IndexError:
    results = None