Bare Metal Upgrade Steps

Follow the steps below to upgrade your OpenMetadata bare-metal deployment. Before proceeding, make sure you have completed the prerequisites.

Upgrade process

Step 1: Download the binaries for the release you want to install

OpenMetadata release binaries are maintained as GitHub releases. To download a specific release binary:

Visit github.com/open-metadata/OpenMetadata/releases. The latest release will be at the top of this page.
Locate the Assets’ section for the release you want to upgrade to.
Download the release binaries. The release binaries will be in a compressed tar file named using the following convention, openmetadata-x.y.z.tar.gz Where x, y, z are the major, minor, and patch release numbers, respectively.

Step 2: Extract the release binaries from the download file

Using the command-line tool or application of your choice, extract the release binaries. For example, to extract using tar, run the following command.

tar xfz openmetadata-*.tar.gz

This will create a directory with the same name as the download file minus the .tar and .gz extensions.

Step 3: Navigate into the directory created by extracting the release binaries

Change into the new directory by issuing a command similar to the following.

cd openmetadata-x.y.z

For example, to navigate into the directory created by issuing the tar command above, you would run the following command.

cd openmetadata-1.1.0

Step 4: Stop the OpenMetadata server

OpenMetadata ships with a few control scripts. One is openmetadata.sh. This script enables you to start, stop, and perform other deployment operations on the OpenMetadata server. Most OpenMetadata releases will require you to migrate your data to updated schemas. Before you migrate your data to the new release you are upgrading to, stop the OpenMetadata server from the directory of your current installation by running the following command:

./bin/openmetadata.sh stop

Step 5: Migrate the database schemas and ElasticSearch indexes

The bootstrap/openmetadata-ops.sh script enables you to perform a number of operations on the OpenMetadata database (in MySQL) and index (in Elasticsearch).

./bootstrap/openmetadata-ops.sh migrate

Step 6: Restart the OpenMetadata server

Once you’ve dropped and recreated your data in the new version, restart the OpenMetadata server using the new release binaries. You may restart the server by running the following command.

./bin/openmetadata.sh start

Step 7: Upgrade Airflow and the ingestion packages

If you run Airflow on the same host for metadata ingestion, upgrade it to the version that matches your new OpenMetadata release. See the Airflow and Python version table for the supported versions. Install Airflow together with the matching openmetadata-managed-apis and openmetadata-ingestion packages in a single pip command, using the airflow-constraints-<airflow-version>.txt constraints file from the release. Download it from the ingestion directory of the OpenMetadata repository at your release tag (x.y.z-release). For example, use

https://raw.githubusercontent.com/open-metadata/OpenMetadata/x.y.z-release/ingestion/airflow-constraints-<airflow-version>.txt

. Run the following command:

pip3 install "apache-airflow==<airflow-version>" \
  "openmetadata-managed-apis==x.y.z" \
  "openmetadata-ingestion[<plugins>]==x.y.z" \
  --constraint airflow-constraints-<airflow-version>.txt

Replace x.y.z with your OpenMetadata server version and <plugins> with the connector plugins you use.

Always pin apache-airflow to the exact version for your release. openmetadata-managed-apis only requires a minimum Airflow version, so without the pin pip can keep your existing Airflow installation.

The constraints file targets Python 3.12, which is the recommended Python version.

After the packages are installed, run the Airflow database migration, then restart the Airflow Scheduler and the Airflow API Server:

airflow db migrate

Post-Upgrade Steps

Reindex

With UI

Go to Settings -> Applications -> Search Indexing

Before initiating the process by clicking Run Now, ensure that the Recreate Indexes option is enabled to allow rebuilding the indexes as needed. In the configuration section, you can select the entities you want to reindex. create-project

Since this is required after the upgrade, we want to reindex All the entities.

(Optional) Update your OpenMetadata Ingestion Client

If you are running the ingestion workflows externally or using a custom Airflow installation, you need to make sure that the Python Client you use is aligned with the OpenMetadata server version. For example, if you are upgrading the server to the version x.y.z, you will need to update your client with

pip install openmetadata-ingestion[<plugin>]==x.y.z

With Kubernetes

Follow these steps to reindex using the CLI:

List the CronJobs Use the following command to check the available CronJobs:

kubectl get cronjobs

Upon running this command you should see output similar to the following.

kubectl get cronjobs
NAME                    SCHEDULE      TIMEZONE   SUSPEND   ACTIVE   LAST SCHEDULE   AGE
cron-reindex            0/5 * * * *   <none>     True      0        <none>          31m

Create a Job from a CronJob Create a one-time job from an existing CronJob using the following command:

kubectl create job --from=cronjob/cron-deploy-pipelines <job_name>

Replace <job_name> with the actual name of the job.

Upon running this command you should see output similar to the following.

kubectl create job --from=cronjob/cron-reindex cron-reindex-one
job.batch/cron-reindex-one created

Check the Job Status Verify the status of the created job with:

kubectl get jobs

Upon running this command you should see output similar to the following.

kubectl get jobs
NAME                       STATUS     COMPLETIONS   DURATION   AGE
cron-reindex-one           Complete   1/1           20s        109s

view logs To view the logs use the below command.

kubectl logs job/<job_name>

Replace <job_name> with the actual job name.

The plugin parameter is a list of the sources that we want to ingest. An example would look like this openmetadata-ingestion[mysql,snowflake,s3]==1.2.0. You will find specific instructions for each connector in the Connectors section. Moreover, if working with your own Airflow deployment - not the openmetadata-ingestion image - you will need to upgrade as well the openmetadata-managed-apis version:

pip install openmetadata-managed-apis==x.y.z

Re Deploy Ingestion Pipelines

With UI

Go to Settings -> {Services} -> {Databases} -> Pipelines redeploy

Select the pipelines you want to Re Deploy click Re Deploy.

With Kubernetes

Follow these steps to deploy pipelines using the CLI:

List the CronJobs Use the following command to check the available CronJobs:

kubectl get cronjobs

Upon running this command you should see output similar to the following.

kubectl get cronjobs
NAME                    SCHEDULE      TIMEZONE   SUSPEND   ACTIVE   LAST SCHEDULE   AGE
cron-deploy-pipelines   0/5 * * * *   <none>     True      0        <none>          4m7s

Create a Job from a CronJob Create a one-time job from an existing CronJob using the following command:

kubectl create job --from=cronjob/cron-reindex <job_name>

Replace <job_name> with the actual name of the job.

Upon running this command you should see output similar to the following.

kubectl create job --from=cronjob/cron-deploy-pipelines cron-deploy-pipeline-one
job.batch/cron-deploy-pipeline-one created

Check the Job Status Verify the status of the created job with:

kubectl get jobs

Upon running this command you should see output similar to the following.

kubectl get jobs
NAME                       STATUS     COMPLETIONS   DURATION   AGE
cron-deploy-pipeline-one   Complete   1/1           13s        3m35s

view logs To view the logs use the below command.

kubectl logs job/<job_name>

Replace <job_name> with the actual job name.

If you are seeing broken dags select all the pipelines from all the services and re deploy the pipelines.

Openmetadata-ops Script

Overview

The openmetadata-ops script is designed to manage and migrate databases and search indexes, reindex existing data into Elastic Search or OpenSearch, and redeploy service pipelines.

Usage

sh openmetadata-ops.sh [-dhV] [COMMAND]

Commands

analyze-tables

Migrates secrets from the database to the configured Secrets Manager. Note that this command does not support migrating between external Secrets Managers.

changelog

Prints the change log of database migration.

check-connection

Checks if a connection can be successfully obtained for the target database.

deploy-pipelines

Deploys all the service pipelines.

drop-create

Deletes any tables in the configured database and creates new tables based on the current version of OpenMetadata. This command also re-creates the search indexes.

info

Shows the list of migrations applied and the pending migrations waiting to be applied on the target database.

migrate

Migrates the OpenMetadata database schema and search index mappings.

migrate-secrets

Migrates secrets from the database to the configured Secrets Manager. Note that this command does not support migrating between external Secrets Managers.

reindex

Reindexes data into the search engine from the command line.

repair

Repairs the DATABASE_CHANGE_LOG table, which is used to track all the migrations on the target database. This involves removing entries for the failed migrations and updating the checksum of migrations already applied on the target database.

validate

Checks if all the migrations have been applied on the target database.

Examples

Display Help To display the help message:

sh openmetadata-ops.sh --help

Migrate Database Schema

To migrate the database schema and search index mappings:

sh openmetadata-ops.sh migrate

Reindex Data

To reindex data into the search engine:

sh openmetadata-ops.sh reindex

Deployment

Bare Metal Upgrade Steps | Official Documentation

Bare Metal Upgrade Steps

Upgrade process

Step 1: Download the binaries for the release you want to install

Step 2: Extract the release binaries from the download file

Step 3: Navigate into the directory created by extracting the release binaries

Step 4: Stop the OpenMetadata server

Step 5: Migrate the database schemas and ElasticSearch indexes

Step 6: Restart the OpenMetadata server

Step 7: Upgrade Airflow and the ingestion packages

Post-Upgrade Steps

Reindex

With UI

(Optional) Update your OpenMetadata Ingestion Client

With Kubernetes

Re Deploy Ingestion Pipelines

With UI

With Kubernetes

Openmetadata-ops Script

Overview

Usage

Commands

Examples

Migrate Database Schema

Reindex Data