User Stage & CSV Data Loading Into Snowflake | Using SnowSQL CLI | Ch-02 | Snowflake Tutorial

Опубликовано: 27 Декабрь 2024
на канале: Data Engineering Simplified
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Many us think that loading data in snowflake is only possible via external stages or via WebUI, and very few of us understand the power of user stages (internal un-nammed). This tutorial will explain how user stages and data loading into snowflake work together. We don't need any special permission (privileges) to load data into snowflake if we know how to use USER STAGES.

Since snowflake is a cloud native data platform, it does not have any connector which allows a data developer to extract and then ingest data and that's why we all must know different approaches to ingest data into snowflake.


This episode is a comprehensive & practical guide with hands-on excercise to learn how to load data into snowflake using SnowSQL CLI & User Stages. Once you complete this video, you will be able to answer following questions

1. How to upload data files into user stages using SnowSQL CLI?
2. Different configuration & parameter option with put command while uploading data files?
3. How to insert & ingest data into table from user stage?
4. How to purge data file from user stage
5. How to load flat files with different file delimiter into same table?
6. How to reveiw copy history from snowsight web UI?
7. How to check upload history from information schema?

So enjoy this video series and provide your valuable feedback.

🌐 Site: https://toppertips.com
🌐 SQL Scripts https://toppertips.com/loading-data-i...

🚀🚀 Episode-02 Chapters 🚀🚀
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➥ 00:00 Data Loading Using User Stage & SnowSQL CLI
➥ 00:43 What Is Covered In This Chapter
➥ 01:40 Review Sample Data File
➥ 02:00 Data Loading Process Using User Stage - Conceptual View
➥ 02:37 Put Command & SnowSQL CLI
➥ 04:50 Ingest Data from user stage to table
➥ 07:34 Loading other flat files (PSV/TSV) into same table
➥ 10:28 What's Next

🚀🚀 Loading Data Into Snowflake Tutorial & Playlist 🚀🚀
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Following links for Season-1 (S1) & this video is Episode-2 (S1E2)

➥ S1E1: Loading CSV/PSV/TSV/Gzip Data Into Snowflake 🌐    • Loading Data Into Snowflake| Upload C...  
➥ S1E2: User Stage & Data Loading Into Snowflake 🌐    • User Stage & CSV Data Loading Into Sn...  
➥ S1E3: Loading Multiple Data Files Into Snowflake At One Go 🌐    • Loading Multiple CSV Files Into Snowf...  
➥ S1E4: Large Data File Loading 🌐    • Large CSV Data File Loading Into Snow...  
➥ S1E5: Column Count Mismatch & Data Loading 🌐    • CSV Column Mismatch & Data Loading In...  
➥ S1E6: Special Character Data Loading 🌐    • Loading Special Character From CSV In...  
➥ S1E7: Data Deuplication While Loading Data Into Snowflake 🌐    • Video  
➥ S1E8: Data Validation Before Loading Data Into Snowflake 🌐    • Validate Data Before Loading Into Sno...  
➥ S1E9: Null Handling Into Snowflake 🌐    • Null Handling In Snowflake | Snowflak...  
➥ S1E10: Date & Timestamp Into Snowflake & Data Loading 🌐    • Date & Timestamp Handling In Snowflak...  
➥ S1E11: Snowflake Data Loading Best Practice 🌐    • Best Practices For Loading Data Into ...  

🚀🚀 Important Snowflake Playlist & Tutorials 🚀🚀
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➥ Snowflake Tutorial & Complete Guide 🌐 https://bit.ly/3rHxqqv
➥ Snowflake Certification Mock Test Playlist 🌐 https://bit.ly/3ysOhBc
➥ Snowflake SQL Knowledge Series Playlist 🌐 https://bit.ly/3RNS9Dq
➥ Snowflake SnowPro Certification Guide & Playlist 🌐 https://bit.ly/3rIcxLI

#SnowflakeDataLoading #SnowflakePythonConnector #snowflakecomputing