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Udemy - Apache Airflow Using Google Cloud Composer - Introduction
TORRENT SUMMARY
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Language: English | Size: 2.83 GB | Duration: 3h 51m
With Google Cloud composer learn Apache Airflow without making any local install. Ensures focus is on Airflow topics.
What you'll learn
Understand automation of Task workflows through Airflow
Airflow Architecture - On Premise (local install), Cloud, single node, multiple node
How to use connection functionality to connect to different systems to automate data pipelines
What is Google cloud Big query and briefly how it can be used in Dataware housing as well as in Airflow DAG
Master core functionalities such as DAGs, Operators, Tasks through hands on nstrations
Understand advanced functionalities like XCOM, Branching, Subdags through hands on nstrations
Get an overview understanding on SLAs, Kubernetes executor functionality in Apache Airflow
The source files of Python DAG programs (9 .py files) used in nstration are available for download towards practice for students
Requirements
Google Cloud Platform Account OR even Free Trial account - NO Install required
Good understanding on Python code and some exposure to bash shell scripting will help.
Description
Apache Airflow is an open-source platform to programmatically author, schedule and monitor workflows.Cloud Composer is a fully managed workflow orchestration service that empowers you to author, schedule, and monitor pipelines that span across clouds and on-premises data centers. Built on the popular Apache Airflow open source project and operated using the Python programming language, Cloud Composer is free from lock-in and easy to use. With Apache Airflow hosted on cloud ('Google' Cloud composer) and hence,this will assist learner to focus on Apache Airflow product functionality and thereby learn quickly, without any hassles of having Apache Airflow installed locally on a machine.Cloud Composer pipelines are configured as directed acyclic graphs (DAGs) using Python, making it easy for users of any experience level to author and schedule a workflow. One-click deployment yields instant access to a rich library of connectors and multiple graphical representations of your workflow in action, increasing pipeline reliability by making troubleshooting easy.This course is designed with beginner in mind, that is first time users of cloud composer / Apache airflow. The course is structured in such a way that it has presentation to discuss the concepts initially and then provides with hands on nstration to make the understanding better.The python DAG programs used in nstration source file (9 Python files) are available for download toward further practice by students. Happy learning!!!
Overview
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Course Overview/1 - Course Overview Topics of coverage English.vtt
8.3 KB
~Get Your Files Here !/1 - Course Overview/1 - Course Overview Topics of coverage.mp4
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~Get Your Files Here !/10 - Activity 4 Calling Bash script in different folder different machine/17 - Activity 4 Calling Bash script in different folder different machine Part1 English.vtt
4.1 KB
~Get Your Files Here !/10 - Activity 4 Calling Bash script in different folder different machine/17 - Activity 4 Calling Bash script in different folder different machine Part1.mp4
74.3 MB
~Get Your Files Here !/10 - Activity 4 Calling Bash script in different folder different machine/18 - Activity 4 Calling Bash script in different folder different machine Part 2 English.vtt
4.5 KB
~Get Your Files Here !/10 - Activity 4 Calling Bash script in different folder different machine/18 - Activity 4 Calling Bash script in different folder different machine Part 2.mp4
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~Get Your Files Here !/10 - Activity 4 Calling Bash script in different folder different machine/18 - bashtest2scripts-V1.py
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~Get Your Files Here !/10 - Activity 4 Calling Bash script in different folder different machine/18 - test.py
50 B
~Get Your Files Here !/11 - Creating connections in Apache Airflow/19 - Apacher-Airflow-Connections-ver-1.0.pdf
502.6 KB
~Get Your Files Here !/11 - Creating connections in Apache Airflow/19 - Why connections are required in Apache Airflow English.vtt
3.8 KB
~Get Your Files Here !/11 - Creating connections in Apache Airflow/19 - Why connections are required in Apache Airflow.mp4
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~Get Your Files Here !/11 - Creating connections in Apache Airflow/20 - Navigation and creating connection steps in Apache Airflow English.vtt
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~Get Your Files Here !/11 - Creating connections in Apache Airflow/20 - Navigation and creating connection steps in Apache Airflow.mp4
23.7 MB
~Get Your Files Here !/11 - Creating connections in Apache Airflow/21 - Activity 5 Creating and testing connection in Apache Airflow Part 1 English.vtt
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~Get Your Files Here !/11 - Creating connections in Apache Airflow/21 - Activity 5 Creating and testing connection in Apache Airflow Part 1.mp4
91.2 MB
~Get Your Files Here !/11 - Creating connections in Apache Airflow/21 - connection-demo.py
1.6 KB
~Get Your Files Here !/11 - Creating connections in Apache Airflow/22 - Activity 5 Creating and testing connection in Apache Airflow Part 2 English.vtt
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~Get Your Files Here !/11 - Creating connections in Apache Airflow/22 - Activity 5 Creating and testing connection in Apache Airflow Part 2.mp4
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~Get Your Files Here !/11 - Creating connections in Apache Airflow/3 - Quiz time 3.html
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~Get Your Files Here !/12 - Using Googles cloud Bigquery with Apache Airflow Datapipelines/23 - What is Google Cloud BigQuery English.vtt
2.5 KB
~Get Your Files Here !/12 - Using Googles cloud Bigquery with Apache Airflow Datapipelines/23 - What is Google Cloud BigQuery.mp4
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~Get Your Files Here !/12 - Using Googles cloud Bigquery with Apache Airflow Datapipelines/24 - Creation of custom Bigquery table English.vtt
3.1 KB
~Get Your Files Here !/12 - Using Googles cloud Bigquery with Apache Airflow Datapipelines/24 - Creation of custom Bigquery table.mp4
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~Get Your Files Here !/12 - Using Googles cloud Bigquery with Apache Airflow Datapipelines/25 - BigQuery data upload from Excel sheet CSV file English.vtt
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~Get Your Files Here !/12 - Using Googles cloud Bigquery with Apache Airflow Datapipelines/25 - BigQuery data upload from Excel sheet CSV file.mp4
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~Get Your Files Here !/12 - Using Googles cloud Bigquery with Apache Airflow Datapipelines/26 - Activity 6 Apache Airflow DAG Data pipeline for BigQuery English.vtt
7.7 KB
~Get Your Files Here !/12 - Using Googles cloud Bigquery with Apache Airflow Datapipelines/26 - Activity 6 Apache Airflow DAG Data pipeline for BigQuery.mp4
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~Get Your Files Here !/12 - Using Googles cloud Bigquery with Apache Airflow Datapipelines/26 - demo-bq-dag.py
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~Get Your Files Here !/13 - Cross communication between tasks XCOM/27 - What is xcom English.vtt
3.4 KB
~Get Your Files Here !/13 - Cross communication between tasks XCOM/27 - What is xcom.mp4
76.6 MB
~Get Your Files Here !/13 - Cross communication between tasks XCOM/28 - Activity 7 xcom demonstration pipeline English.vtt
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~Get Your Files Here !/13 - Cross communication between tasks XCOM/28 - Activity 7 xcom demonstration pipeline.mp4
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~Get Your Files Here !/13 - Cross communication between tasks XCOM/28 - example-xcom.py
1.4 KB
~Get Your Files Here !/14 - Branching based on conditions/29 - Apache-Airflow-Branching-ver1.0.pdf
505.1 KB
~Get Your Files Here !/14 - Branching based on conditions/29 - Overview about Branching Functionality English.vtt
4.7 KB
~Get Your Files Here !/14 - Branching based on conditions/29 - Overview about Branching Functionality.mp4
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~Get Your Files Here !/14 - Branching based on conditions/30 - Activity 8 Tasks Branching demonstration English.vtt
4.4 KB
~Get Your Files Here !/14 - Branching based on conditions/30 - Activity 8 Tasks Branching demonstration.mp4
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~Get Your Files Here !/14 - Branching based on conditions/30 - branching-day-program.py
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~Get Your Files Here !/15 - SUBDAGS/31 - Apacher-Airflow-Subdags-ver1.0.pdf
495.8 KB
~Get Your Files Here !/15 - SUBDAGS/31 - What is a Subdag English.vtt
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~Get Your Files Here !/15 - SUBDAGS/31 - What is a Subdag.mp4
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~Get Your Files Here !/15 - SUBDAGS/32 - Activity 9 SubDAGs demonstration English.vtt
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~Get Your Files Here !/15 - SUBDAGS/32 - Activity 9 SubDAGs demonstration.mp4
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~Get Your Files Here !/15 - SUBDAGS/32 - Example-subdags-ops.py
1.1 KB
~Get Your Files Here !/15 - SUBDAGS/4 - Quiz 4.html
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~Get Your Files Here !/16 - Other functionalities/33 - Service Level Agreement with Airflow English.vtt
2.2 KB
~Get Your Files Here !/16 - Other functionalities/33 - Service Level Agreement with Airflow.mp4
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~Get Your Files Here !/16 - Other functionalities/34 - Airflow now support Kubernetes English.vtt
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~Get Your Files Here !/16 - Other functionalities/34 - Airflow now support Kubernetes.mp4
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~Get Your Files Here !/16 - Other functionalities/35 - Sensors English.vtt
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~Get Your Files Here !/16 - Other functionalities/35 - Sensors.mp4
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~Get Your Files Here !/17 - Apache Airflow Vs Apache Beam and Spark Quick comparison/36 - Apache Airflow Vs Apache Beam and Spark Quick comparison English.vtt
4.4 KB
~Get Your Files Here !/17 - Apache Airflow Vs Apache Beam and Spark Quick comparison/36 - Apache Airflow Vs Apache Beam and Spark Quick comparison.mp4
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~Get Your Files Here !/18 - Bonus/37 - Concluding remarks English.vtt
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~Get Your Files Here !/18 - Bonus/37 - Concluding remarks.mp4
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~Get Your Files Here !/18 - Bonus/37 - Data Modelling and Relational Database Design.txt
88 B
~Get Your Files Here !/18 - Bonus/37 - Internet of things IOT Demystified.txt
76 B
~Get Your Files Here !/18 - Bonus/37 - Linux unix essentials and introduction to Shell scripting.txt
99 B
~Get Your Files Here !/18 - Bonus/37 - Managing Enterprise Resource planning ERP Implementation.txt
99 B
~Get Your Files Here !/18 - Bonus/37 - Managing Projects using Oracle Primavera P6 Professional.txt
97 B
~Get Your Files Here !/18 - Bonus/37 - Software Project Management using MS Project.txt
86 B
~Get Your Files Here !/2 - Introduction/2 - Apache-airflow-Use-Cases-ver1.0.pdf
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~Get Your Files Here !/2 - Introduction/2 - Data pipe lines & Uses cases for Apache Airflow English.vtt
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~Get Your Files Here !/2 - Introduction/2 - Data pipe lines & Uses cases for Apache Airflow.mp4
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~Get Your Files Here !/2 - Introduction/3 - What is Task and why Orchestration needed English.vtt
3.1 KB
~Get Your Files Here !/2 - Introduction/3 - What is Task and why Orchestration needed.mp4
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~Get Your Files Here !/2 - Introduction/4 - Apache-Airflow-google-cloud-composer-Introduction-ver-1.0.pdf
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~Get Your Files Here !/2 - Introduction/4 - What is Apache Airflow & environment options English.vtt
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~Get Your Files Here !/2 - Introduction/4 - What is Apache Airflow & environment options.mp4
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~Get Your Files Here !/3 - What is Airflow Directed Acyclic Graph DAG & operators/5 - Apache-Airflow-Directed-Acyclic-Graph-ver1.0.pdf
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~Get Your Files Here !/3 - What is Airflow Directed Acyclic Graph DAG & operators/5 - What is Airflow Directed Acyclic Graph English.vtt
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~Get Your Files Here !/3 - What is Airflow Directed Acyclic Graph DAG & operators/5 - What is Airflow Directed Acyclic Graph.mp4
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~Get Your Files Here !/4 - Apache Airflow architecture/6 - Apache Airflow architecture English.vtt
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~Get Your Files Here !/4 - Apache Airflow architecture/6 - Apache Airflow architecture.mp4
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~Get Your Files Here !/4 - Apache Airflow architecture/6 - Apache-Airflow-Architecture-ver1.0.pdf
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~Get Your Files Here !/4 - Apache Airflow architecture/7 - Apache Airflow Single Node vs Multinode English.vtt
3.7 KB
~Get Your Files Here !/4 - Apache Airflow architecture/7 - Apache Airflow Single Node vs Multinode.mp4
78.7 MB
~Get Your Files Here !/5 - Google Cloud Platform Cloud composer used as Apache Airflow/1 - Quiz time 1.html
0 B
~Get Your Files Here !/5 - Google Cloud Platform Cloud composer used as Apache Airflow/10 - Navigation Cloud composerApache airflow Web UI navigation English.vtt
10 KB
~Get Your Files Here !/5 - Google Cloud Platform Cloud composer used as Apache Airflow/10 - Navigation Cloud composerApache airflow Web UI navigation.mp4
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~Get Your Files Here !/5 - Google Cloud Platform Cloud composer used as Apache Airflow/8 - Provisioning Google Composer Apache Airflow environment Part 1 English.vtt
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~Get Your Files Here !/5 - Google Cloud Platform Cloud composer used as Apache Airflow/8 - Provisioning Google Composer Apache Airflow environment Part 1.mp4
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~Get Your Files Here !/5 - Google Cloud Platform Cloud composer used as Apache Airflow/9 - Provisoning Google Composer Apache Airflow environment Part 2 English.vtt
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~Get Your Files Here !/5 - Google Cloud Platform Cloud composer used as Apache Airflow/9 - Provisoning Google Composer Apache Airflow environment Part 2.mp4
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~Get Your Files Here !/6 - Understanding Apache Airflow program structure/11 - Understanding Apache Airflow program structure English.vtt
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~Get Your Files Here !/6 - Understanding Apache Airflow program structure/11 - Understanding Apache Airflow program structure.mp4
50.1 MB
~Get Your Files Here !/6 - Understanding Apache Airflow program structure/11 - Understanding-Airflow-DAG-version1.0.pdf
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~Get Your Files Here !/7 - Activity 1 Create and submit Apache airflow DAG program/12 - Activity 1 Create and submit Apache airflow DAG program English.vtt
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~Get Your Files Here !/7 - Activity 1 Create and submit Apache airflow DAG program/12 - Activity 1 Create and submit Apache airflow DAG program.mp4
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~Get Your Files Here !/7 - Activity 1 Create and submit Apache airflow DAG program/12 - simpletwotasks.py
1.9 KB
~Get Your Files Here !/7 - Activity 1 Create and submit Apache airflow DAG program/2 - Quiz time 2.html
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~Get Your Files Here !/8 - Activity 2 Using Template functionality in Apache Airflow program/13 - Activity 2 Using Templating functionality in Apache Airflow program English.vtt
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~Get Your Files Here !/8 - Activity 2 Using Template functionality in Apache Airflow program/13 - Activity 2 Using Templating functionality in Apache Airflow program.mp4
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~Get Your Files Here !/8 - Activity 2 Using Template functionality in Apache Airflow program/14 - Activity 2 Using Templating functionality in Apache Airflow program Part 2 English.vtt
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~Get Your Files Here !/8 - Activity 2 Using Template functionality in Apache Airflow program/14 - Activity 2 Using Templating functionality in Apache Airflow program Part 2.mp4
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~Get Your Files Here !/8 - Activity 2 Using Template functionality in Apache Airflow program/14 - simplethree.py
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~Get Your Files Here !/9 - Using Variables in Apache Airflow/15 - Apache-Airflow-DAG-Variables-ver1.0.pdf
