Show diff to closest metric match

[sethsamuel]

What does this PR do?

Adds a diff in tests between the expected metric and the closest found match.

Example output:

E   AssertionError: Needed exactly 1 candidates for 'mysql.can_connect', got 0
E   Expected:
E           ServiceCheckStub(check_id=None, name='mysql.can_connect', status=1, tags=['dd.internal.resource:database_instance:stubbed.hostname1', 'port:213306'], hostname=None, message=None)
E   Difference to closest:
E           Expected status: 1
E           Found 0
E           Expected tag dd.internal.resource:database_instance:stubbed.hostname1
E           Found dd.internal.resource:database_instance:stubbed.hostname
E           Expected tag port:213306
E           Found port:13306
E   
E   Similar submitted:
E   Score   Most similar
E   0.80    ServiceCheckStub(check_id='', name='mysql.can_connect', status=0, tags=['dd.internal.resource:database_instance:stubbed.hostname', 'port:13306'], hostname='stubbed.hostname', message='')

Motivation

It can be challenging to spot the difference between an expected and a found element. Adding an explicit diff to the closest match can help.

Review checklist (to be filled by reviewers)

• [ ] Feature or bugfix MUST have appropriate tests (unit, integration, e2e)
• [x] Add the qa/skip-qa label if the PR doesn't need to be tested during QA.
• [ ] If you need to backport this PR to another branch, you can add the backport/<branch-name> label to the PR and it will automatically open a backport PR once this one is merged

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 55.55556% with 8 lines in your changes missing coverage. Please review.

Project coverage is 89.33%. Comparing base (e844766) to head (b706cb8).

Additional details and impacted files

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[kubelet](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `91.09% <ø> (ø)` | | | [kubernetes_cluster_autoscaler](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `93.22% <ø> (ø)` | | | [kubernetes_state](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `89.49% <ø> (ø)` | | | [kubevirt_api](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `82.75% <ø> (ø)` | | | [kubevirt_controller](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `85.36% <ø> (ø)` | | | [kubevirt_handler](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `91.32% <ø> (ø)` | | | [kyototycoon](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `85.96% <ø> (ø)` | | | [kyverno](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `82.27% <ø> (ø)` | | | [lighttpd](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `83.64% <ø> (ø)` | | | [linkerd](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `84.70% <ø> (ø)` | | | [linux_proc_extras](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `96.20% <ø> (ø)` | | | [mapr](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `82.70% <ø> (ø)` | | | [mapreduce](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `81.99% <ø> (ø)` | | | [marathon](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `83.06% <ø> (ø)` | | | [mcache](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `93.48% <ø> (ø)` | | | [mesos_master](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `89.71% <ø> (ø)` | | | [mesos_slave](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `93.56% <ø> (ø)` | | | [nagios](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `89.01% <ø> (ø)` | | | [network](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `93.77% <ø> (ø)` | | | [nfsstat](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `95.20% <ø> (ø)` | | | [nginx](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `94.65% <ø> (ø)` | | | [nginx_ingress_controller](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `98.55% <ø> (ø)` | | | [nvidia_triton](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `88.52% <ø> (ø)` | | | [openldap](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `96.33% <ø> (ø)` | | | [openmetrics](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `98.05% <ø> (ø)` | | | [openstack](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `55.11% <ø> (ø)` | | | [pgbouncer](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `91.66% <ø> (ø)` | | | [php_fpm](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `90.45% <ø> (ø)` | | | [postfix](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `88.04% <ø> (ø)` | | | [powerdns_recursor](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `96.65% <ø> (ø)` | | | [presto](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `59.09% <ø> (ø)` | | | [process](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `85.99% <ø> (ø)` | | | [prometheus](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `94.17% <ø> (ø)` | | | [proxysql](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `98.97% <ø> (ø)` | | | [pulsar](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `100.00% <ø> (ø)` | | | [redisdb](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `88.38% <ø> (ø)` | | | [rethinkdb](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `98.27% <ø> (ø)` | | | [riak](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `99.21% <ø> (ø)` | | | [riakcs](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `88.82% <ø> (ø)` | | | [silk](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `93.82% <ø> (ø)` | | | [singlestore](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `90.81% <ø> (ø)` | | | [snowflake](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `96.27% <ø> (ø)` | | | [solr](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `56.25% <ø> (ø)` | | | [spark](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `93.47% <ø> (+0.30%)` | :arrow_up: | | [squid](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `100.00% <ø> (ø)` | | | [ssh_check](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `92.20% <ø> (ø)` | | | [statsd](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `87.36% <ø> (ø)` | | | [strimzi](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `89.78% <ø> (ø)` | | | [supervisord](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `90.14% <ø> (ø)` | | | [system_core](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `92.52% <ø> (ø)` | | | [system_swap](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `98.30% <ø> (ø)` | | | [tcp_check](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `90.72% <ø> (ø)` | | | [tekton](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `82.30% <ø> (ø)` | | | [teleport](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `99.61% <ø> (ø)` | | | [temporal](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `100.00% <ø> (ø)` | | | [teradata](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `94.27% <ø> (ø)` | | | [tibco_ems](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `91.98% <ø> (ø)` | | | [tls](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `91.78% <ø> (ø)` | | | [torchserve](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `97.32% <ø> (ø)` | | | [traefik_mesh](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `76.75% <ø> (ø)` | | | [traffic_server](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `96.13% <ø> (ø)` | | | [twemproxy](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `79.45% <ø> (ø)` | | | [twistlock](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `80.41% <ø> (ø)` | | | [varnish](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `84.22% <ø> (ø)` | | | [vllm](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `93.10% <ø> (ø)` | | | [weaviate](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `76.27% <ø> (ø)` | | | [win32_event_log](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `82.55% <ø> (ø)` | | | [wmi_check](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `97.50% <ø> (ø)` | | | [yarn](https://app.codecov.io/gh/DataDog/integrations-core/pull/18975/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog) | `89.89% <ø> (ø)` | | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=DataDog#carryforward-flags-in-the-pull-request-comment) to find out more.