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Learning Apache Airflow
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Get an introduction to Apache Airflow with Google cloud architect and data engineer Janani Ravi. With Apache Airflow—an open-source platform for developing, scheduling, and monitoring batch oriented workflows— you can schedule individual tasks that you want to run as a part of your processing pipeline, specify dependencies between these tasks, all programmatically in Python. Airflow manages these dependencies and ensures that tasks are executed in the right order. Join Janani as she shows you how to run workflows in Airflow, define tasks and dependencies, and use Python and SQLite operators. Learn about conditional branching, and how catch up and backfill work in Apache Airflow.
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https://anonymz.com/...-apache-airflow
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - An overview of Apache Airflow.mp4
6.5 MB
~Get Your Files Here !/01 - Introduction/01 - An overview of Apache Airflow.srt
7.6 KB
~Get Your Files Here !/02 - 1. Introducing Apache Airflow/01 - Apache Airflow concepts and architecture.mp4
8.5 MB
~Get Your Files Here !/02 - 1. Introducing Apache Airflow/01 - Apache Airflow concepts and architecture.srt
9.8 KB
~Get Your Files Here !/02 - 1. Introducing Apache Airflow/02 - Initial setup macOS and Windows.mp4
9.5 MB
~Get Your Files Here !/02 - 1. Introducing Apache Airflow/02 - Initial setup macOS and Windows.srt
10.7 KB
~Get Your Files Here !/02 - 1. Introducing Apache Airflow/03 - Understanding Airflow configuration.mp4
12.5 MB
~Get Your Files Here !/02 - 1. Introducing Apache Airflow/03 - Understanding Airflow configuration.srt
7.1 KB
~Get Your Files Here !/02 - 1. Introducing Apache Airflow/04 - Running Airflow.mp4
5.7 MB
~Get Your Files Here !/02 - 1. Introducing Apache Airflow/04 - Running Airflow.srt
6.3 KB
~Get Your Files Here !/03 - 2. Running Workflows on Airflow/01 - Navigating and exploring the Airflow UI.mp4
15.7 MB
~Get Your Files Here !/03 - 2. Running Workflows on Airflow/01 - Navigating and exploring the Airflow UI.srt
12.6 KB
~Get Your Files Here !/03 - 2. Running Workflows on Airflow/02 - Creating your first DAG.mp4
12.5 MB
~Get Your Files Here !/03 - 2. Running Workflows on Airflow/02 - Creating your first DAG.srt
9.3 KB
~Get Your Files Here !/03 - 2. Running Workflows on Airflow/03 - Running your first DAG.mp4
12.1 MB
~Get Your Files Here !/03 - 2. Running Workflows on Airflow/03 - Running your first DAG.srt
9.9 KB
~Get Your Files Here !/03 - 2. Running Workflows on Airflow/04 - Creating a DAG using the with keyword.mp4
4.7 MB
~Get Your Files Here !/03 - 2. Running Workflows on Airflow/04 - Creating a DAG using the with keyword.srt
4.2 KB
~Get Your Files Here !/04 - 3. Defining Tasks and Dependencies/01 - Specifying task dependencies.mp4
8.9 MB
~Get Your Files Here !/04 - 3. Defining Tasks and Dependencies/01 - Specifying task dependencies.srt
6.9 KB
~Get Your Files Here !/04 - 3. Defining Tasks and Dependencies/02 - Using the Bitshift operators for dependency specification.mp4
10.8 MB
~Get Your Files Here !/04 - 3. Defining Tasks and Dependencies/02 - Using the Bitshift operators for dependency specification.srt
8.8 KB
~Get Your Files Here !/04 - 3. Defining Tasks and Dependencies/03 - Using bash scripts in the DAG.mp4
9.3 MB
~Get Your Files Here !/04 - 3. Defining Tasks and Dependencies/03 - Using bash scripts in the DAG.srt
8.3 KB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/01 - Introducing the Python operator.mp4
6.9 MB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/01 - Introducing the Python operator.srt
6.1 KB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/02 - Python operators and dependencies.mp4
7.5 MB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/02 - Python operators and dependencies.srt
4.8 KB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/03 - Passing parameters to Python callables.mp4
8.3 MB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/03 - Passing parameters to Python callables.srt
5.9 KB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/04 - Introducing XCom.mp4
9.1 MB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/04 - Introducing XCom.srt
7.2 KB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/05 - Using XCom to pass values.mp4
15 MB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/05 - Using XCom to pass values.srt
9.8 KB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/06 - Implementing a data transformation DAG pipeline, part 1.mp4
16 MB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/06 - Implementing a data transformation DAG pipeline, part 1.srt
11.2 KB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/07 - Implementing a data transformation DAG pipeline, part 2.mp4
9.4 MB
~Get Your Files Here !/05 - 4. Using the Python Operator and XCom/07 - Implementing a data transformation DAG pipeline, part 2.srt
6.9 KB
~Get Your Files Here !/06 - 5. Using the SQLite Operator for SQL Operations/01 - Setting up the SQLite DB and connection.mp4
4.1 MB
~Get Your Files Here !/06 - 5. Using the SQLite Operator for SQL Operations/01 - Setting up the SQLite DB and connection.srt
4.8 KB
~Get Your Files Here !/06 - 5. Using the SQLite Operator for SQL Operations/02 - Introducing the SQLite operator.mp4
5.3 MB
~Get Your Files Here !/06 - 5. Using the SQLite Operator for SQL Operations/02 - Introducing the SQLite operator.srt
4.4 KB
~Get Your Files Here !/06 - 5. Using the SQLite Operator for SQL Operations/03 - Implementing a SQL-based DAG pipeline, part 1.mp4
8.6 MB
~Get Your Files Here !/06 - 5. Using the SQLite Operator for SQL Operations/03 - Implementing a SQL-based DAG pipeline, part 1.srt
6.7 KB
~Get Your Files Here !/06 - 5. Using the SQLite Operator for SQL Operations/04 - Implementing a SQL-based DAG pipeline, part 2.mp4
5.4 MB
~Get Your Files Here !/06 - 5. Using the SQLite Operator for SQL Operations/04 - Implementing a SQL-based DAG pipeline, part 2.srt
4.2 KB
~Get Your Files Here !/07 - 6. Conditional Branching and TaskGroups/01 - Introducing branching.mp4
11.3 MB
~Get Your Files Here !/07 - 6. Conditional Branching and TaskGroups/01 - Introducing branching.srt
9 KB
~Get Your Files Here !/07 - 6. Conditional Branching and TaskGroups/02 - Conditional branching with variables.mp4
15.4 MB
~Get Your Files Here !/07 - 6. Conditional Branching and TaskGroups/02 - Conditional branching with variables.srt
11.8 KB
~Get Your Files Here !/07 - 6. Conditional Branching and TaskGroups/03 - Task groups and edge labels.mp4
15.1 MB
~Get Your Files Here !/07 - 6. Conditional Branching and TaskGroups/03 - Task groups and edge labels.srt
11.4 KB
~Get Your Files Here !/08 - 7. Catch Up, Backfill, and CRON Expressions/01 - Catch up with all previously scheduled runs.mp4
15.9 MB
~Get Your Files Here !/08 - 7. Catch Up, Backfill, and CRON Expressions/01 - Catch up with all previously scheduled runs.srt
12.3 KB
~Get Your Files Here !/08 - 7. Catch Up, Backfill, and CRON Expressions/02 - Backfill scheduled runs.mp4
8.4 MB
~Get Your Files Here !/08 - 7. Catch Up, Backfill, and CRON Expressions/02 - Backfill scheduled runs.srt
5.5 KB
~Get Your Files Here !/09 - Conclusion/01 - Summary and next steps.mp4
2.1 MB
~Get Your Files Here !/09 - Conclusion/01 - Summary and next steps.srt
2.6 KB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-01/demo01a_installing_airflow_macos.sh
4.9 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-01/demo01b_installing_airflow_windows.sh
356 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-02/demo02_exploring_airflow_UI.sh
2.6 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-03/demo03_creating_our_first_DAG.sh
5.2 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-03/versions/simple_hello_world_01.py
565 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-03/versions/simple_hello_world_02.py
515 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/bash_templates/taskA.sh
114 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/bash_templates/taskB.sh
63 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/bash_templates/taskC.sh
65 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/bash_templates/taskD.sh
22 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/bash_templates/taskE.sh
22 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/bash_templates/taskF.sh
22 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/bash_templates/taskG.sh
22 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/demo04_creating_DAG_with_multiple_tasks.sh
8.2 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/bash_scripts/taskA.sh
114 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/bash_scripts/taskB.sh
63 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/bash_scripts/taskC.sh
65 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/bash_scripts/taskD.sh
22 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/bash_scripts/taskE.sh
22 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/bash_scripts/taskF.sh
22 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/bash_scripts/taskG.sh
22 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/execute_multiple_tasks_01.py
669 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/execute_multiple_tasks_02.py
1.3 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/execute_multiple_tasks_03.py
1.3 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-04/versions/execute_multiple_tasks_04.py
1.3 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-05/demo05_DAGs_using_python_operator.sh
4.1 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-05/versions/execute_python_operators_01.py
635 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-05/versions/execute_python_operators_02.py
1.1 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-05/versions/execute_python_operators_03.py
1002 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-06/demo6_cross_task_communication.sh
3.2 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-06/versions/cross_task_communication_01.py
1.2 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-06/versions/cross_task_communication_02.py
1.5 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-07/demo7_python_pipeline.sh
5 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-07/versions/datasets/insurance.csv
54.7 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-07/versions/executing_python_pipeline_01.py
722 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-07/versions/executing_python_pipeline_02.py
1.1 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-07/versions/executing_python_pipeline_03.py
2.1 KB
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-07/versions/output/grouped_by_region.csv
287 B
~Get Your Files Here !/Ex_Files_Learning_Apache_Airflow/Exercise Files/demo-07/versions/output/grouped_by_smoker.csv
