With this change BigFrames will not create a dataset upfront at the time of session creation, but instead leave it to the components which need the dataset to create it.

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Fixes #<issue_number_goes_here> 🦕

* feat: Support compression in to_parquet

This changes the default behavior from no compression to snappy
compression.

* feat: Support compression in to_parquet

BREAKING CHANGE: The default behavior of to_parquet is changing from no compression to 'snappy' compression.

* fix exception message, add tests for not supported compression techniques

🤖 I have created a release *beep* *boop*
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## [0.8.0](https://togithub.com/googleapis/python-bigquery-dataframes/compare/v0.7.0...v0.8.0) (2023-10-12)


### ⚠ BREAKING CHANGES

* The default behavior of `to_parquet` is changing from no compression to `'snappy'` compression.

### Features

* Support compression in `to_parquet` ([a8c286f](https://togithub.com/googleapis/python-bigquery-dataframes/commit/a8c286f0995cc8cf2a4c44fb51855773ecf71f72))


### Bug Fixes

* Create session dataset for remote functions only when needed ([#94](https://togithub.com/googleapis/python-bigquery-dataframes/issues/94)) ([1d385be](https://togithub.com/googleapis/python-bigquery-dataframes/commit/1d385be1c68342a66ecb9f28c5efc83c18d0e64c))

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