Fast Data Loading & Bulk Ingestion in Snowflake | Chapter-9 | Snowflake Hands-on Tutorial
This tutorial & chapter 9, "Fast Data Loading & Bulk Ingestion in Snowflake" helps data developers to understand the bulk data loading and data ingestion concept in snowflake. Snowflake allows different stages and different kinds of file formats to support different use cases to load data ingestion. Many projects and developers struggle to understand the stage and file format concept and that's what this video tutorial helps them with.
This hands on visual guide covers following, most important features with live examples
1. User Stage
2. Table Stages
3. Internal Stages
4. Query Stages (Semi structured data)
5. File Format & Copy command
6. Copy Command options - pattern and file validation
7. Copy Command Performance - Compression & Warehouse Size
So enjoy this video series and provide your valuable feedback.
➥ Site: https://toppertips.com
➥ Snowflake End To End Guide Cheat Sheet - https://bit.ly/43t5IPB
🚀 🚀 Chapters 🚀 🚀
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➥ 00:00 What so special about snowflake new objects
➥ 00:52 Welcome Note
➥ 01:33 Covered in this Chapter 09
➥ 02:00 Course Tree Map
➥ 03:09 Why to subscribe this channel
➥ 04:05 Stage Concepts and type of stages
➥ 09:16 User Stage & list them
➥ 12:12 Table Stage & list them
➥ 13:40 List stage objects before copying
➥ 15:30 Loading Data from stage to table
➥ 24:58 Copy & Copy History
➥ 33:00 Role of file format in copy command
➥ 36:50 Query stage data without loading
➥ 40:03 Stage file validation during copy command
➥ 45:01 Role of warehouse size & compression during data loading
🚀 🚀 Snowflake Tutotorials (Beginners) All Episodes 🚀🚀
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➥ Chapter 1-to-25 "Complete Playlist" 🌐 https://bit.ly/3iNTVGI
➥ Chapter-1 Snowflake Introduction & History 🌐 https://bit.ly/3xKHrna
➥ Chapter-2 Snowflake Free Trial Registration 🌐 https://bit.ly/3m6uiCL
➥ Chapter-3 Snowflake Architecture 🌐 https://bit.ly/3sk2fB2
➥ Chapter-4 Snowflake Classic or Legacy WebUI 🌐 https://bit.ly/3stSyzS
➥ Chapter-5 Snowflake SnowSight Modern WebUI 🌐 • Snowsight - Snowflake Modern Web UI |...
➥ Chapter-6 Snowflake Unique Features 🌐 • Snowflake Unique Features | Chapter-6...
➥ Chapter-7 Snowflake DB/Schema/Table & Data Loading 🌐 • Snowflake Database/Schema/Table & Con...
➥ Chapter-8 Snowflake Must Know Database Objects 🌐 • Snowflake Must Know New Objects | Ch...
➥ Chapter-9 Snowflake Fast Data Loading/Ingestion 🌐 • Fast Data Loading & Bulk Ingestion in...
➥ Chapter-10 Snowflake Continuous Data Loading 🌐 • Continuous Data Loading & Data Ingest...
➥ Chapter-11 Snowflake External Table 🌐 • How to work with external table in Sn...
➥ Chapter-12 Snowflake Virtual Warehouse 🌐 • How To Work With Snowflake Virtual Wa...
➥ Chapter-13 Snowflake Micro Partition 🌐 • #13 | Micro Partitions & Data Cluster...
➥ Chapter-14 Snowflake Time Travel 🌐 • What is Snowflake Time Travel | Chapt...
➥ Chapter-15 Snowflake Clone Feature 🌐 • Snowflake Zero Copy Clone | Chapter-1...
➥ Chapter-16 Snowflake Secure Data Sharing 🌐 • Snowflake Data Sharing | Chapter-16 |...
➥ Chapter-17 Snowflake Streams & Change Data Capture 🌐 • Snowflake Stream & Change Data Captur...
➥ Chapter-18 Snowflake Task & Task Tree 🌐 • Snowflake Tasks & Task Tree | Chapter...
➥ Chapter-19 ETL (Data Pipeline) in Snowflake 🌐 • ETL Workflow In Snowflake | Chapter-1...
➥ Chapter-20 Role, Grants & Role Hierarchy in Snowflake 🌐 • Role, Grants & Role Hierarchy In Snow...
➥ Chapter-21 (Part-1) Stored Procedure in Snowflake 🌐 • Stored Procedure In Snowflake | Chapt...
➥ Chapter-21 (Part-2) User Defined Function in Snowflake 🌐 • User Defined Functions In Snowflake |...
➥ Chapter-21 (Part-3) Snowflake Views (Standard, Secure & Materialized) 🌐 • What are views in Snowflake | Chapte...
➥ Chapter-22 Snowflake Information Schema 🌐 • What Is Information Schema In Snowfla...
➥ Chapter-23 Snowflake Resource Monitor 🌐 • What Is Resource Monitor In Snowflake...
➥ Chapter-24 (Part-1) Snowflake JDBC Driver 🌐 • How to Use Snowflake Java JDBC Driver...
➥ Chapter-24 (Part-2) Snowflake ODBC Driver 🌐 • Microsoft Excel & Snowflake ODBC Driv...
➥ Chapter-24 (Part-3) Snowflake Python Connector 🌐 • Snowflake Python Connector | Snowflak...
➥ Chapter-25 (Part-1) Snowflake & PowerBI Reporting 🌐 coming-soon
➥ Chapter-25 (Part-2) Snowflake & Tableau Reporting 🌐 coming-soon
🚀 🚀 Snowflake Certification Complete Guide & Question Dump 🚀 🚀
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➥ Revised Sep 2020 Syllabus: • Video
➥ SnowPro Guide: https://bit.ly/35S7Rcb
➥ SnowPro Practice Test (60 Questions): https://bit.ly/2Ubernv
#snowflakecomputing #dataloading #dataingest #fastdataload #snowflaketutorial #snowflakeobjects #snowflakedatawrehouse #snowflake #dataengineeringsimplifed #DESimplified #toppertips #fastdataloading
Disclaimer: All snowflake-related learning materials and tutorial videos published in this channel are the personal opinions of the data engineering simplified team and they're neither authorized by nor associated with Snowflake, Inc.
