Check for compatibility between Airflow versions
Project description
Apache Airflow Upgrade Check
This package aims to easy the upgrade journey from Apache Airflow 1.10 to 2.0.
While we have put a lot of effort in to making this upgrade as painless as possible, with many changes providing upgrade path (where the old code continues to work and prints out a deprecation warning) there were unfortunately some breaking changes where we couldn't provide a compatibility shim.
The recommended upgrade path to get to Airflow 2.0.0 is to first upgrade to the latest release in the 1.10 series (at the time of writing: 1.10.14) and to then run this script.
pip install apache-airflow-upgrade-check
airflow upgrade_check
This will then print out a number of action items that you should follow before upgrading to 2.0.0 or above.
The exit code of the command will be 0 (success) if no problems are reported, or 1 otherwise.
For example:
============================================= STATUS =============================================
Check for latest versions of apache-airflow and checker.................................SUCCESS
Legacy UI is deprecated by default......................................................SUCCESS
Users must set a kubernetes.pod_template_file value.....................................FAIL
Changes in import paths of hooks, operators, sensors and others.........................FAIL
Remove airflow.AirflowMacroPlugin class.................................................SUCCESS
Check versions of PostgreSQL, MySQL, and SQLite to ease upgrade to Airflow 2.0..........SUCCESS
Fernet is enabled by default............................................................FAIL
Logging configuration has been moved to new section.....................................SUCCESS
Connection.conn_id is not unique........................................................SUCCESS
GCP service account key deprecation.....................................................SUCCESS
Users must delete deprecated configs for KubernetesExecutor.............................FAIL
Changes in import path of remote task handlers..........................................SUCCESS
Chain between DAG and operator not allowed..............................................SUCCESS
SendGrid email uses old airflow.contrib module..........................................SUCCESS
Connection.conn_type is not nullable....................................................SUCCESS
Found 16 problems.
======================================== RECOMMENDATIONS =========================================
Users must set a kubernetes.pod_template_file value
---------------------------------------------------
In Airflow 2.0, KubernetesExecutor Users need to set a pod_template_file as a base
value for all pods launched by the KubernetesExecutor
Problems:
1. Please create a pod_template_file by running `airflow generate_pod_template`.
This will generate a pod using your aiflow.cfg settings
...
Additionally you can use "upgrade config" to:
- specify rules you would like to ignore
- extend the check using custom rules
For example:
airflow upgrade_check --config=/files/upgrade.yaml
the configuration file should be a proper yaml file similar to this one:
ignored_rules:
- LegacyUIDeprecated
- ConnTypeIsNotNullableRule
- PodTemplateFileRule
custom_rules:
- path.to.upgrade_module.VeryCustomCheckClass
- path.to.upgrade_module.VeryCustomCheckClass2
Changelog
1.3.0
- Fix wrong warning about class that was not used in a dag file (#14700)
- Fill DagBag from
dag_folder
setting for upgrade rules (#14588) - Bugfix: False positives for Custom Executors via Plugins check (#14680)
- Bugfix: Fix False alarm in import changes rule (#14493)
- Use
CustomSQLAInterface
instead ofSQLAInterface
(#14475) - Fix comparing airflow version to work with older versions of packaging library (#14435)
- Fix Incorrect warning in upgrade check and error in reading file (#14344)
- Handle possible suffix in MySQL version + avoid hard-coding (#14274)
1.2.0
- Add upgrade check option to list checks (#13392)
- Add clearer exception for read failures in macro plugin upgrade (#13371)
- Treat default value in
HostnameCallable
rule as good one (#13670) - Created
CustomExecutorsRequireFullPathRule
class (#13678) - Remove
UndefinedJinjaVariableRule
- Created rule for
SparkJDBCOperator
classconn_id
(#13798) - Created
DatabaseVersionCheckRule
class (#13955) - Add Version command for Upgrade Check (#12929)
- Use Tabular Format for the List of Upgrade Check Rules (#14139)
- Fix broken
airflow upgrade_check
command (#14137)
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