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Expand Up @@ -57,13 +57,13 @@ During this step you will learn how to run PySpark code on Snowflake to:

Sign up for a [Snowflake Free Trial](https://signup.snowflake.com/?utm_source=snowflake-devrel&utm_medium=developer-guides&utm_cta=developer-guides) account and login to Snowflake home page.

Download the `ipynb` from [this git repository](https://github.com/Snowflake-Labs/sf-samples/blob/main/samples/snowpark_connect/snowparkconnect_demo.ipynb).
Download the `getting_started_with_snowpark_connect_for_apache_spark.ipynb` from [this git repository](https://github.com/Snowflake-Labs/sf-samples/blob/main/samples/snowpark_connect/getting_started_with_snowpark_connect_for_apache_spark.ipynb).

### Import the Notebook with PySpark code into Snowflake

* In the Snowsight UI, navigate to `Projects` and click on `Notebooks`.
* On the top right, click on the down arrow next to `+ Notebook` and select `Import ipynb file`.
* Select the `snowparkconnect_demo.ipynb` you had downloaded earlier.
* Select the `getting_started_with_snowpark_connect_for_apache_spark.ipynb` you had downloaded earlier.
* Select notebook location as `snowflake_learning_db` and `public` schema.
* Select `run on warehouse` option, select `query warehouse` as `compute_wh` and `create`.

Expand All @@ -75,7 +75,7 @@ Next up, select the packages drop down at the top right of the notebook. Look fo

After the installation is complete, start or restart the notebook session.

Follow along and run each of the cells in the [Notebook](https://github.com/Snowflake-Labs/sf-samples/blob/main/samples/snowpark_connect/snowparkconnect_demo.ipynb).
Follow along and run each of the cells in the [Notebook](https://github.com/Snowflake-Labs/sf-samples/blob/main/samples/snowpark_connect/getting_started_with_snowpark_connect_for_apache_spark.ipynb).

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## Conclusion And Resources
Expand All @@ -92,4 +92,5 @@ Congratulations, you have successfully completed this quickstart!
### Related Resources

* [Snowpark Connect](https://docs.snowflake.com/en/developer-guide/snowpark-connect/snowpark-connect-overview)
* [Source code on GitHub](https://github.com/Snowflake-Labs/sf-samples/blob/main/samples/snowpark_connect/snowparkconnect_demo.ipynb)
* [Source code on GitHub](https://github.com/Snowflake-Labs/sf-samples/blob/main/samples/snowpark_connect/getting_started_with_snowpark_connect_for_apache_spark.ipynb)
* [Comprehensive Intro to Snowpark Connect](https://github.com/Snowflake-Labs/sf-samples/blob/main/samples/snowpark_connect/intro_to_snowpark_connect.ipynb)