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Convenience improvements to v3 retry logic#199
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4 changes: 4 additions & 0 deletionsCHANGELOG.md
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3 changes: 2 additions & 1 deletionexamples/README.md
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35 changes: 35 additions & 0 deletionsexamples/v3_retries_query_execute.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,35 @@ | ||
| from databricks import sql | ||
| import os | ||
| # Users of connector versions >= 2.9.0 and <= 3.0.0 can use the v3 retry behaviour by setting _enable_v3_retries=True | ||
| # This flag will be deprecated in databricks-sql-connector~=3.0.0 as it will become the default. | ||
| # | ||
| # The new retry behaviour is defined in src/databricks/sql/auth/retry.py | ||
| # | ||
| # The new retry behaviour allows users to force the connector to automatically retry requests that fail with codes | ||
| # that are not retried by default (in most cases only codes 429 and 503 are retried by default). Additional HTTP | ||
| # codes to retry are specified as a list passed to `_retry_dangerous_codes`. | ||
| # | ||
| # Note that, as implied in the name, doing this is *dangerous* and should not be configured in all usages. | ||
| # With the default behaviour, ExecuteStatement Thrift commands are only retried for codes 429 and 503 because | ||
| # we can be certain at run-time that the statement never reached Databricks compute. These codes are returned by | ||
| # the SQL gateway / load balancer. So there is no risk that retrying the request would result in a doubled | ||
| # (or tripled etc) command execution. These codes are always accompanied by a Retry-After header, which we honour. | ||
| # | ||
| # However, if your use-case emits idempotent queries such as SELECT statements, it can be helpful to retry | ||
| # for 502 (Bad Gateway) codes etc. In these cases, there is a possibility that the initial command _did_ reach | ||
| # Databricks compute and retrying it could result in additional executions. Retrying under these conditions uses | ||
| # an exponential back-off since a Retry-After header is not present. | ||
| with sql.connect(server_hostname = os.getenv("DATABRICKS_SERVER_HOSTNAME"), | ||
| http_path = os.getenv("DATABRICKS_HTTP_PATH"), | ||
| access_token = os.getenv("DATABRICKS_TOKEN"), | ||
| _enable_v3_retries = True, | ||
| _retry_dangerous_codes=[502,400]) as connection: | ||
| with connection.cursor() as cursor: | ||
| cursor.execute("SELECT * FROM default.diamonds LIMIT 2") | ||
| result = cursor.fetchall() | ||
| for row in result: | ||
| print(row) |
7 changes: 4 additions & 3 deletionssrc/databricks/sql/thrift_backend.py
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