I test by looking into the report that's being created. For example, if you 
look at 
http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/incubator-mxnet/detail/PR-12563/12/pipeline/958/
 (that's another PR, I just picked a random one), you can see the following 
output:

```
[ut-clojure-cpu] Running shell script

+ bash -s -

+ curl --retry 10 -s https://codecov.io/bash



  _____          _

 / ____|        | |

| |     ___   __| | ___  ___ _____   __

| |    / _ \ / _` |/ _ \/ __/ _ \ \ / /

| |___| (_) | (_| |  __/ (_| (_) \ V /

 \_____\___/ \__,_|\___|\___\___/ \_/

                              Bash-0b37652





==> Jenkins CI detected.

    project root: .

    Fixing merge commit SHA

--> token set from env

    Yaml found at: .codecov.yml

==> Running gcov in . (disable via -X gcov)

==> Python coveragepy not found

==> Searching for coverage reports in:

    + .

    -> Found 3 reports

==> Detecting git/mercurial file structure

==> Reading reports

    + ./contrib/clojure-package/data/cifar/train.lst bytes=1919572

    + ./contrib/clojure-package/data/cifar/test.lst bytes=374885

    + ./contrib/clojure-package/target/coverage/codecov.json bytes=17050

==> Appending adjustments

    http://docs.codecov.io/docs/fixing-reports

    + Found adjustments

==> Gzipping contents

==> Uploading reports

    url: https://codecov.io

    query: 
branch=PR-12563&commit=d8c51e5fbe1e50a855bc84dacd6061533d6d6a3c&build=12&build_url=http%3A%2F%2Fjenkins.mxnet-ci.amazon-ml.com%2Fjob%2Fincubator-mxnet%2Fjob%2FPR-12563%2F12%2F&name=&tag=&slug=apache%2Fincubator-mxnet&service=jenkins&flags=&pr=12563&job=

    -> Pinging Codecov

    -> Uploading

    -> View reports at 
https://codecov.io/github/apache/incubator-mxnet/commit/d8c51e5fbe1e50a855bc84dacd6061533d6d6a3c
```

The last line contains a link to the report. Here you can see that it points to 
d8c51e5fbe1e50a855bc84dacd6061533d6d6a3c, but that runs' commit is actually 
'd6f3b93ccb1b755c6f19660ec7617f2a9bef5f85'. 

To validate, I will make sure that these two hashes are equal. 

[ Full content available at: 
https://github.com/apache/incubator-mxnet/pull/12551 ]
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