docs/workflow/debugging-with-swarming.md

# Debugging with Swarming

This document outlines how to debug a test failure on a specific builder
configuration without needing to repeatedly upload new CL revisions or do CQ dry
runs.

[TOC]

## Overview & Terms

*Swarming* is a system operated by the infra team that schedules and runs tasks
under a specific set of constraints, like "this must run on a macOS 10.13 host"
or "this must run on a host with an intel GPU". It is somewhat similar to part
of [Borg], or to [Kubernetes].

An *isolate* is an archive containing all the files needed to do a specific task
on the swarming infrastructure. It contains binaries as well as any libraries
they link against or support data. An isolate can be thought of like a tarball,
but held by the "isolate server" and identified by a hash of its contents. The
isolate also includes the command(s) to run, which is why the command is
specified when building the isolate, not when executing it.

Normally, when you do a CQ dry run, something like this happens:

```
  for type in builders_to_run:
    targets = compute_targets_for(type)
    isolates = use_swarming_to_build(type, targets) # uploads isolates for targets
    wait_for_swarming_to_be_done()

    for isolate in isolates:
      use_swarming_to_run(type, isolate) # downloads isolates onto the bots used
    wait_for_swarming_to_be_done()
```

When you do a CQ retry on a specific set of bots, that simply constrains
`builders_to_run` in the pseudocode above. However, if you're trying to rerun a
specific target on a specific bot, because you're trying to reproduce a failure
or debug, doing a CQ retry will still waste a lot of time - the retry will still
build and run *all* targets, even if it's only for one bot.

Fortunately, you can manually invoke some steps of this process. What you really
want to do is:

```
  isolate = use_swarming_to_build(type, target) # can't do this yet, see below
  use_swarming_to_run(type, isolate)
```

or perhaps:

```
  isolate = upload_to_isolate_server(target_you_built_locally)
  use_swarming_to_run(type, isolate)
```

## Building an isolate

At the moment, you can only build an isolate locally, like so (commands you type
begin with `$`):

```
$ tools/mb/mb.py isolate //$outdir $target
```

This will produce some files in $outdir. The most pertinent two are
`$outdir/$target.isolate` and $outdir/target.isolated`.

Support for building an isolate using swarming, which would allow you to build
for a platform you can't build for locally, does not yet exist.

## Uploading an isolate

You can then upload the resulting isolate to the isolate server:

```
$ tools/swarming_client/isolate.py archive \
      -I https://isolateserver.appspot.com \
      -i $outdir/$target.isolate \
      -s $outdir/$target.isolated
```

You may need to log in to `https://isolateserver.appspot.com` to do this:

```
$ python tools/swarming_client/auth.py login \
      --service=https://isolateserver.appspot.com
```

The `isolate.py` tool will emit something like this:

```
e625130b712096e3908266252c8cd779d7f442f1  unit_tests
```

Do not ctrl-c it after it does this, even if it seems to be hanging for a
minute - just let it finish.

## Running an isolate

Now that the isolate is on the isolate server with hash `$hash` from the
previous step, you can run on bots of your choice:

```
$ tools/swarming_client/swarming.py trigger \
    -S https://chromium-swarm.appspot.com \
    -I https://isolateserver.appspot.com \
    -d pool $pool \
    $criteria \
    -s $hash
```

There are two more things you need to fill in here. The first is the pool name;
you should pick "Chrome" unless you know otherwise. The pool is the collection
of hosts from which swarming will try to pick bots to run your tasks.

The second is the criteria, which is how you specify which bot(s) you want your
task scheduled on. These are specified via "dimensions", which are specified
with `-d key val` or `--dimension=key val`. In fact, the `-d pool $pool` in the
command above is selecting based on the "pool" dimension. There are a lot of
possible dimensions; one useful one is "os", like `-d os Linux`. Examples of
other dimensions include:

* `-d os Mac10.13.6` to select a specific OS version
* `-d device_type "Pixel 3"` to select a specific Android device type
* `-d gpu 8086:1912` to select a specific GPU

The [swarming bot list] allows you to see all the dimensions and the values they
can take on.

If you need to pass additional arguments to the test, simply add
`-- $extra_args` to the end of the `swarming.py trigger` command line - anything
after the `--` will be passed directly to the test.

When you invoke `swarming.py trigger`, it will emit two pieces of information: a
URL for the task it created, and a command you can run to collect the results of
that task. For example:

```
Triggered task: ellyjones@chromium.org/os=Linux_pool=Chrome/e625130b712096e3908266252c8cd779d7f442f1
To collect results, use:
  tools/swarming_client/swarming.py collect -S https://chromium-swarm.appspot.com 46fc393777163310
Or visit:
  https://chromium-swarm.appspot.com/user/task/46fc393777163310
```

The 'collect' command given there will block until the task is complete, then
produce the task's results, or you can load that URL and watch the task's
progress.

## run-swarmed.py

A lot of this logic is wrapped up in `tools/run-swarmed.py`, which you can run
like this:

```
$ tools/run-swarmed.py $outdir $target
```

See the `--help` option of `run-swarmed.py` for more details about that script.

## mb.py run

Similar to `tools/run_swarmed.py`, `mb.py run` bundles much of the logic into a
single command line. Unlike `tools/run_swarmed.py`, `mb.py run` allows the user
to specify extra arguments to pass to the test, but has a messier command line.

To use it, run:
```
$ tools/mb/mb.py run \
    -s --no-default-dimensions \
    -d pool $pool \
    $criteria \
    $outdir $target \
    -- $extra_args
```

## Other notes

If you are looking at a Swarming task page, be sure to check the bottom of the
page, which gives you commands to:

* Download the contents of the isolate the task used
* Reproduce the task's configuration locally
* Download all output results from the task locally

[borg]: https://ai.google/research/pubs/pub43438
[kubernetes]: https://kubernetes.io/
[swarming bot list]: https://chromium-swarm.appspot.com/botlist