Large CSV Data File Loading Into Snowflake | Ch-04 | Snowflake Data Loading Tutorial

Опубликовано: 27 Декабрь 2024
на канале: Data Engineering Simplified
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There are scenarios where you need to load large data files & millions of records at one go. This is not possible using WebUI but this can be easily done using SnowSQL CLI and with specific copy attributes


Many of us think that loading multiple data files in snowflake is only possible via external stages but snowflake allows to load large data set and millions of records at no time using correct put command with parallel feature & right size warehouse.

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

1. How to upload large data files into snowflake at one go?
2. How to use parallel attributes & large virtual warehouse?
3. How copy command works with large files?
4. How to use monitor feature using copy-history tab?

So enjoy this video series and provide your valuable feedback.

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

🚀🚀 Episode-04 Chapters 🚀🚀
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➥ 00:00 Large Data Loading Using SnowSQL CLI
➥ 00:41 What Is Covered In This Chapter-04
➥ 01:32 Review Sample Data File
➥ 01:51 WebUI Data Loading Limitation
➥ 02:54 Use Parallel Attribute In Put Command
➥ 04:56 Copy Command for large data set
➥ 07:00 Copy Command error handling for large data set
➥ 09:00 Copy history for tracking large data loading
➥ 09:49 Why to subscribe
➥ 10:35 What's Next

🚀🚀 Loading Data Into Snowflake Tutorial & Playlist 🚀🚀
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Following links for Season-1 (S1) & this video is Episode-4 (S1E4)

➥ 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