Snowflake Connector for Python release notes for 2022¶

Reworked authentication internals to allow users to plug custom key-pair authenticators.

Multi-statement query execution is now supported through cursor.execute and cursor.executemany.

• The Snowflake parameter MULTI_STATEMENT_COUNT can be altered at the account, session, or statement level. An additional argument, num_statements, can be provided to execute to use this parameter at the statement level. It must be provided to executemany to submit a multi-statement query through the method. Note that bulk insert optimizations available through executemany are not available when submitting multi-statement queries.

  • By default the parameter is 1, meaning only a single query can be submitted at a time.

  • Set to 0 to submit any number of statements in a multi-statement query.

  • Set to >1 to submit the specified exact number of statements in a multi-statement query.

  • Bindings are accepted in the same way for multi-statements as they are for single statement queries.

Asynchronous multi-statement query execution is supported. Users should still use get_results_from_sfqid to retrieve results.

To access the results of each query, users can call SnowflakeCursor.nextset() as specified in the DB 2.0 API (PEP-249), to iterate through each statements results.

• The first statement’s results are accessible immediately after calling execute (or get_results_from_sfqid if asynchronous) through the existing fetch*() methods.

Fixed a bug where the permission of the file downloaded via GET command is changed.

Bumped cryptography dependency from <39.0.0 to <41.0.0.

Fixed a bug where an expired OCSP response cache caused infinite recursion during cache loading.

Improved performance of OCSP response caching.

No longer resolve target location on the local machine during the execution of GET commands.

Improved performance of regexes used for PUT/GET SQL statement detection.

Bumped cryptography dependency from <37.0.0 to <39.0.0.

When closing a connection, the async query status checking is now parallelized.

Fixed an issue where write_pandas wouldn’t write an empty DataFrame to Snowflake.

Fixed missing dtypes when calling fetch_pandas() and fetch_arrow() on empty results.

Fixed a bug where rowcount was deleted when the cursor was closed.

Fixed a bug where extTypeName was used even when it was empty.

Updated how telemetry entries are constructed.

Added telemetry for imported root packages during run-time.

Added telemetry for using write_pandas.

The write_pandas function now supports providing additional arguments to be used by DataFrame.to_parquet.

All optional parameters of write_pandas can now be provided to pd_writer and make_pd_writer to be used with DataFrame.to_sql.

Added in-file caching for OCSP response caching.

Added support for OKTA Identity Engine.

The write_pandas function now supports transient tables through the new table_type argument that supersedes create_temp_table argument.

Fixed a bug where timestamps fetched as pandas.DataFrame or pyarrow.Table would overflow for the sake of unnecessary precision. In the case where an overflow cannot be prevented, a clear error is now raised.

Fixed a bug where calling fetch_pandas_batches incorrectly raised NotSupportedError after an async query was executed.

Added a minimum version pin to typing_extensions.

Added an in-memory cache to OCSP requests.

Added an overwrite option to write_pandas.

Added the lastrowid attribute to SnowflakeCursor in compliance with PEP-249.

Added new connection diagnostics capabilities.

Updated the following libraries and resources:

• Supported pyarrow versions to 8.0.X.

• Vendored library versions requests to 2.28.1 and urllib3 to 1.26.10.

• Supported numby dependency versions from 1.23.0 to 1.24.0.

Fixed an issue where gzip-compressed HTTP requests might be garbled by an unflushed buffer.

Deprecated support for Python 3.6.

Added an option for partners to inject their name through an environmental variable (SF_PARTNER).

Fixed a bug where we would not wait for input if a browser window couldn’t be opened for SSO login.

Exported a type definition for SnowflakeConnection.

Fixed a bug where final Arrow table would contain duplicate index numbers when using fetch_pandas_all.

Moved package metadata from setup.py to setup.cfg.

Added Timezone to Timestamp_TZ.

Fixed an error related to storage credentials.

Fixed an issue where py.typed was not being included in wheels.

Fix an issue where negative numbers were not correctly converted using arrow_number_to_decimal.

Added file handling for empty files when using GET.

Fixed the long description rendering for PyPi.

Added error handling for DUO when SMS is not present.

Added the ability to auto-create a table when writing a pandas DataFrame to a Snowflake table.

Updated numpy requirement from <1.22.0 to <1.23.0.

Updated the CODEOWNERS file.