Re: Airflow 1.10 Migration Duration
I haven't done 1.8.x to 1.10.x in one go, but multiple hours seems long for
running a handful of Alembic migrations on 10M rows. It might be worth
noting if you're using MySQL or Postgres and how your db is hosted... I
wonder if there's a bottleneck at play here.
Also, are you running the migrations in online or offline mode?
You may see a performance improvement if you collapse all migrations into
one then apply that (https://stackoverflow.com/a/34492022/149428).
I prefer to keep all of my metadata in place personally, but the db-cleanup
DAG in https://github.com/teamclairvoyant/airflow-maintenance-dags has been
brought up before.
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On Tue, Sep 25, 2018 at 8:30 PM, Sid Anand <sanand@xxxxxxxxxx> wrote:
> I checked with our Ops guy and he mentioned that when he upgraded from
> 1.8.x to 1.9.x, it took a few seconds. We had 3M rows in the task_instance
> table and run MySQL 5.7.
> On Tue, Sep 25, 2018 at 4:54 PM Matt Davis <jiffyclub@xxxxxxxxx> wrote:
> > Hi folks,
> > Here at Clover we're excitedly migrating to Airflow 1.10 (thanks for
> > everyone's hard work on that!). We're finding that it's taking about 2
> > hours to apply all the migrations to go from Airflow 1.8 to 1.10, largely
> > driven by the 10 million rows in our task_instance table. That got us
> > wondering what kind of maintenance people do on their Airflow metadata
> > databases. Do folks mostly put up with long migrations and generally
> > queries, or are y'all doing periodic cleanups of your metadata DB to keep
> > it fairly light?
> > Thanks,
> > Matt Davis