Data loading may take time and if any coversion issue or parsing issue occures while loading data into table, the cycle to fix the issue and re-running copy command is time consuming. This chapter helps you to understand how data can be validated before it is loaded into snowflake and how different options are there to debug the data issues
This episode helps you to describe each of the different data validation options and help you to solve a problem using hands-on excercise . Once you complete this video, you will be able to answer following questions
1. Does File Format has data validation parameter?
2. Does Copy command has data validation parmaeter?
3. What is the limitation of data validation option and when it can not be used?
So enjoy this video series and provide your valuable feedback.
➥ *Website Homepage* 🌐 https://toppertips.com
➥ SQL Scripts 🌐 https://toppertips.com/validate-data-in-snowflake-at-loading-time
🚀🚀 Episode-08 Chapters 🚀🚀
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➥ 00:00 Why do we need data validation paramter
➥ 02:36 What Is Covered In This Chapter-08
➥ 02:49 Data Validation Parameter
➥ 07:58 Data Validation & Multiple Row Error
➥ 09:46 Data Validation & Query Profile
➥ 11:28 Data Validation With Multiple Fields in Single Row
➥ 13:00 Data Validation Performance with large data files
➥ 17:43 Validate Table Function
➥ 20:35 Limitation of data validation parameter
➥ 21:16 Why to subscribe
➥ 21:51 What's Next
🚀🚀 Loading Data Into Snowflake Tutorial & Playlist 🚀🚀
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Following links for Season-1 (S1) & This video is Episode-8 (S1E8)
➥ S1E1: Loading CSV/PSV/TSV/Gzip Data Into Snowflake 🌐 https://youtu.be/ygZ04M2YcKs
➥ S1E2: User Stage & Data Loading Into Snowflake 🌐 https://youtu.be/Ss76gupmc3w
➥ S1E3: Loading Multiple Data Files Into Snowflake At One Go 🌐 https://youtu.be/Kix9aIcRX3g
➥ S1E4: Large Data File Loading 🌐 https://youtu.be/k3EzFOgHaf0
➥ S1E5: Column Count Mismatch & Data Loading 🌐 https://youtu.be/3fw-KX9oePE
➥ S1E6: Special Character Data Loading 🌐 https://youtu.be/UW-LCJ6vNbM
➥ S1E7: Data Deuplication While Loading Data Into Snowflake 🌐 https://youtu.be/E07qiBfhKRw
➥ S1E8: Data Validation Before Loading Data Into Snowflake 🌐 https://youtu.be/lE4mF8fgIOM
➥ S1E9: Null Handling Into Snowflake 🌐 https://youtu.be/RS_ESCaCLCc
➥ S1E10: Date & Timestamp Into Snowflake & Data Loading 🌐 https://youtu.be/-mMpnPaEFaY
➥ S1E11: Snowflake Data Loading Best Practice 🌐 https://youtu.be/1d_bmb8W7Ms
🚀🚀 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 #DataDeduplication #snowflakecomputin