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OTLP Serialization for Dimensional Metrics #826

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merged 41 commits into from
Jun 23, 2023

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@TimPansino TimPansino commented Jun 9, 2023

Overview

  • Add dimensional metric serialization to OTLP via protobuf or json.

hmstepanek and others added 19 commits June 2, 2023 10:57
The params are not relevant to OTLP so remove these.
The api-key header is how we provide the license key to OTLP so add this.
The path to upload dimensional metrics and events are different in OTLP so expose
the path so it can be overriden inside the coresponding data_collector methods.
commit 6f15520cea6a1098915c9ca340dbe42de6a5de1d
Author: Tim Pansino <[email protected]>
Date:   Mon May 15 14:28:50 2023 -0700

    TEMP

commit 1a28d36
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 17:28:27 2023 -0700

    Cover tags as list not dict

commit 71261e3
Merge: 459e085 c2d4629
Author: Timothy Pansino <[email protected]>
Date:   Thu May 11 16:59:11 2023 -0700

    Merge branch 'main' into feature-dimensional-metrics

commit 459e085
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 16:57:16 2023 -0700

    Add testing for dimensional metrics

commit ed33957
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 16:56:31 2023 -0700

    Add attribute processing to metric identity

commit 6caf71e
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 16:56:16 2023 -0700

    Add dimensional stats table to stats engine

commit 5e1cc9d
Author: Tim Pansino <[email protected]>
Date:   Wed May 10 16:00:42 2023 -0700

    Squashed commit of the following:

    commit c2d4629
    Author: Timothy Pansino <[email protected]>
    Date:   Wed May 10 15:59:13 2023 -0700

        Add required option for tox v4 (#795)

        * Add required option for tox v4

        * Update tox in GHA

        * Remove py27 no-cache-dir

    commit a963649
    Author: Hannah Stepanek <[email protected]>
    Date:   Tue May 9 10:46:39 2023 -0700

        Run coverage around pytest (#813)

        * Run coverage around pytest

        * Trigger tests

        * Fixup

        * Add redis client_no_touch to ignore list

        * Temporarily remove kafka from coverage

        * Remove coverage for old libs

    commit 3d82845
    Author: Lalleh Rafeei <[email protected]>
    Date:   Wed May 3 14:50:30 2023 -0700

        Omit some frameworks from coverage analysis (#810)

        * Omit some frameworks from coverage analysis

        * Remove commas

        * Change format of omit

        * Add relative_files option to coverage

        * Add absolute directory

        * Add envsitepackagedir

        * Add coveragerc file

        * Add codecov.yml

        * [Mega-Linter] Apply linters fixes

        * Revert coveragerc file settings

        * Add files in packages and more frameworks

        * Remove commented line

        ---------

        Co-authored-by: lrafeei <[email protected]>
        Co-authored-by: Hannah Stepanek <[email protected]>

    commit fd0fa35
    Author: Uma Annamalai <[email protected]>
    Date:   Tue May 2 10:55:36 2023 -0700

        Add testing for genshi and mako. (#799)

        * Add testing for genshi and mako.

        * [Mega-Linter] Apply linters fixes

        ---------

        Co-authored-by: umaannamalai <[email protected]>
        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit be4fb3d
    Author: Lalleh Rafeei <[email protected]>
    Date:   Mon May 1 16:01:09 2023 -0700

        Add tests for Waitress (#797)

        * Change import format

        * Initial commit

        * Add more tests to adapter_waitress

        * Remove commented out code

        * [Mega-Linter] Apply linters fixes

        * Add assertions to all tests

        * Add more NR testing to waitress

        ---------

        Co-authored-by: lrafeei <[email protected]>
        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit 7103506
    Author: Hannah Stepanek <[email protected]>
    Date:   Mon May 1 14:12:31 2023 -0700

        Add tests for pyodbc (#796)

        * Add tests for pyodbc

        * Move imports into tests to get import coverage

        * Fixup: remove time import

        * Trigger tests

        ---------

        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit 363122a
    Author: Hannah Stepanek <[email protected]>
    Date:   Mon May 1 13:34:35 2023 -0700

        Pin virtualenv, fix pip arg deprecation & disable kafka tests (#803)

        * Pin virtualenv

        * Fixup: use 20.21.1 instead

        * Replace install-options with config-settings

        See pypa/pip#11358.

        * Temporarily disable kafka tests

commit c2d4629
Author: Timothy Pansino <[email protected]>
Date:   Wed May 10 15:59:13 2023 -0700

    Add required option for tox v4 (#795)

    * Add required option for tox v4

    * Update tox in GHA

    * Remove py27 no-cache-dir

commit a963649
Author: Hannah Stepanek <[email protected]>
Date:   Tue May 9 10:46:39 2023 -0700

    Run coverage around pytest (#813)

    * Run coverage around pytest

    * Trigger tests

    * Fixup

    * Add redis client_no_touch to ignore list

    * Temporarily remove kafka from coverage

    * Remove coverage for old libs

commit dc81a50
Author: Tim Pansino <[email protected]>
Date:   Sat May 6 14:16:14 2023 -0700

    Wiring dimensional metrics

commit 3d82845
Author: Lalleh Rafeei <[email protected]>
Date:   Wed May 3 14:50:30 2023 -0700

    Omit some frameworks from coverage analysis (#810)

    * Omit some frameworks from coverage analysis

    * Remove commas

    * Change format of omit

    * Add relative_files option to coverage

    * Add absolute directory

    * Add envsitepackagedir

    * Add coveragerc file

    * Add codecov.yml

    * [Mega-Linter] Apply linters fixes

    * Revert coveragerc file settings

    * Add files in packages and more frameworks

    * Remove commented line

    ---------

    Co-authored-by: lrafeei <[email protected]>
    Co-authored-by: Hannah Stepanek <[email protected]>

commit fd0fa35
Author: Uma Annamalai <[email protected]>
Date:   Tue May 2 10:55:36 2023 -0700

    Add testing for genshi and mako. (#799)

    * Add testing for genshi and mako.

    * [Mega-Linter] Apply linters fixes

    ---------

    Co-authored-by: umaannamalai <[email protected]>
    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

commit be4fb3d
Author: Lalleh Rafeei <[email protected]>
Date:   Mon May 1 16:01:09 2023 -0700

    Add tests for Waitress (#797)

    * Change import format

    * Initial commit

    * Add more tests to adapter_waitress

    * Remove commented out code

    * [Mega-Linter] Apply linters fixes

    * Add assertions to all tests

    * Add more NR testing to waitress

    ---------

    Co-authored-by: lrafeei <[email protected]>
    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

commit 7103506
Author: Hannah Stepanek <[email protected]>
Date:   Mon May 1 14:12:31 2023 -0700

    Add tests for pyodbc (#796)

    * Add tests for pyodbc

    * Move imports into tests to get import coverage

    * Fixup: remove time import

    * Trigger tests

    ---------

    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
commit 7a384c5
Author: Tim Pansino <[email protected]>
Date:   Thu Jun 1 12:10:59 2023 -0700

    Cleaning out agent protocol

commit c87d31d
Author: Tim Pansino <[email protected]>
Date:   Thu Jun 1 12:10:46 2023 -0700

    Change content-type header

commit 5750e54
Author: Tim Pansino <[email protected]>
Date:   Thu Jun 1 12:05:52 2023 -0700

    Add common utilities for OTLP
commit a47e209
Author: Tim Pansino <[email protected]>
Date:   Tue Jun 6 11:11:30 2023 -0700

    Commit suggestions from code review

commit 1a28d36
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 17:28:27 2023 -0700

    Cover tags as list not dict

commit 71261e3
Merge: 459e085 c2d4629
Author: Timothy Pansino <[email protected]>
Date:   Thu May 11 16:59:11 2023 -0700

    Merge branch 'main' into feature-dimensional-metrics

commit 459e085
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 16:57:16 2023 -0700

    Add testing for dimensional metrics

commit ed33957
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 16:56:31 2023 -0700

    Add attribute processing to metric identity

commit 6caf71e
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 16:56:16 2023 -0700

    Add dimensional stats table to stats engine

commit 5e1cc9d
Author: Tim Pansino <[email protected]>
Date:   Wed May 10 16:00:42 2023 -0700

    Squashed commit of the following:

    commit c2d4629
    Author: Timothy Pansino <[email protected]>
    Date:   Wed May 10 15:59:13 2023 -0700

        Add required option for tox v4 (#795)

        * Add required option for tox v4

        * Update tox in GHA

        * Remove py27 no-cache-dir

    commit a963649
    Author: Hannah Stepanek <[email protected]>
    Date:   Tue May 9 10:46:39 2023 -0700

        Run coverage around pytest (#813)

        * Run coverage around pytest

        * Trigger tests

        * Fixup

        * Add redis client_no_touch to ignore list

        * Temporarily remove kafka from coverage

        * Remove coverage for old libs

    commit 3d82845
    Author: Lalleh Rafeei <[email protected]>
    Date:   Wed May 3 14:50:30 2023 -0700

        Omit some frameworks from coverage analysis (#810)

        * Omit some frameworks from coverage analysis

        * Remove commas

        * Change format of omit

        * Add relative_files option to coverage

        * Add absolute directory

        * Add envsitepackagedir

        * Add coveragerc file

        * Add codecov.yml

        * [Mega-Linter] Apply linters fixes

        * Revert coveragerc file settings

        * Add files in packages and more frameworks

        * Remove commented line

        ---------

        Co-authored-by: lrafeei <[email protected]>
        Co-authored-by: Hannah Stepanek <[email protected]>

    commit fd0fa35
    Author: Uma Annamalai <[email protected]>
    Date:   Tue May 2 10:55:36 2023 -0700

        Add testing for genshi and mako. (#799)

        * Add testing for genshi and mako.

        * [Mega-Linter] Apply linters fixes

        ---------

        Co-authored-by: umaannamalai <[email protected]>
        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit be4fb3d
    Author: Lalleh Rafeei <[email protected]>
    Date:   Mon May 1 16:01:09 2023 -0700

        Add tests for Waitress (#797)

        * Change import format

        * Initial commit

        * Add more tests to adapter_waitress

        * Remove commented out code

        * [Mega-Linter] Apply linters fixes

        * Add assertions to all tests

        * Add more NR testing to waitress

        ---------

        Co-authored-by: lrafeei <[email protected]>
        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit 7103506
    Author: Hannah Stepanek <[email protected]>
    Date:   Mon May 1 14:12:31 2023 -0700

        Add tests for pyodbc (#796)

        * Add tests for pyodbc

        * Move imports into tests to get import coverage

        * Fixup: remove time import

        * Trigger tests

        ---------

        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit 363122a
    Author: Hannah Stepanek <[email protected]>
    Date:   Mon May 1 13:34:35 2023 -0700

        Pin virtualenv, fix pip arg deprecation & disable kafka tests (#803)

        * Pin virtualenv

        * Fixup: use 20.21.1 instead

        * Replace install-options with config-settings

        See pypa/pip#11358.

        * Temporarily disable kafka tests

commit c2d4629
Author: Timothy Pansino <[email protected]>
Date:   Wed May 10 15:59:13 2023 -0700

    Add required option for tox v4 (#795)

    * Add required option for tox v4

    * Update tox in GHA

    * Remove py27 no-cache-dir

commit a963649
Author: Hannah Stepanek <[email protected]>
Date:   Tue May 9 10:46:39 2023 -0700

    Run coverage around pytest (#813)

    * Run coverage around pytest

    * Trigger tests

    * Fixup

    * Add redis client_no_touch to ignore list

    * Temporarily remove kafka from coverage

    * Remove coverage for old libs

commit dc81a50
Author: Tim Pansino <[email protected]>
Date:   Sat May 6 14:16:14 2023 -0700

    Wiring dimensional metrics

commit 3d82845
Author: Lalleh Rafeei <[email protected]>
Date:   Wed May 3 14:50:30 2023 -0700

    Omit some frameworks from coverage analysis (#810)

    * Omit some frameworks from coverage analysis

    * Remove commas

    * Change format of omit

    * Add relative_files option to coverage

    * Add absolute directory

    * Add envsitepackagedir

    * Add coveragerc file

    * Add codecov.yml

    * [Mega-Linter] Apply linters fixes

    * Revert coveragerc file settings

    * Add files in packages and more frameworks

    * Remove commented line

    ---------

    Co-authored-by: lrafeei <[email protected]>
    Co-authored-by: Hannah Stepanek <[email protected]>

commit fd0fa35
Author: Uma Annamalai <[email protected]>
Date:   Tue May 2 10:55:36 2023 -0700

    Add testing for genshi and mako. (#799)

    * Add testing for genshi and mako.

    * [Mega-Linter] Apply linters fixes

    ---------

    Co-authored-by: umaannamalai <[email protected]>
    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

commit be4fb3d
Author: Lalleh Rafeei <[email protected]>
Date:   Mon May 1 16:01:09 2023 -0700

    Add tests for Waitress (#797)

    * Change import format

    * Initial commit

    * Add more tests to adapter_waitress

    * Remove commented out code

    * [Mega-Linter] Apply linters fixes

    * Add assertions to all tests

    * Add more NR testing to waitress

    ---------

    Co-authored-by: lrafeei <[email protected]>
    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

commit 7103506
Author: Hannah Stepanek <[email protected]>
Date:   Mon May 1 14:12:31 2023 -0700

    Add tests for pyodbc (#796)

    * Add tests for pyodbc

    * Move imports into tests to get import coverage

    * Fixup: remove time import

    * Trigger tests

    ---------

    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
commit 30f0bf5
Author: Hannah Stepanek <[email protected]>
Date:   Fri Jun 9 16:12:09 2023 -0700

    Add OTLP protocol class & protos (#821)

    * Add protos under packages for otlp

    * Add common otlp proto payload methods

    * Add new oltp protocol class

    * Remove ML event from log message

    * Remove params, add api-key header & expose path

    The params are not relevant to OTLP so remove these.
    The api-key header is how we provide the license key to OTLP so add this.
    The path to upload dimensional metrics and events are different in OTLP so expose
    the path so it can be overriden inside the coresponding data_collector methods.

    * Add otlp_port and otlp_host settings

    * Default to JSON if protobuf not available & warn

    * Move otlp_utils to core

    * Call encode in protocol class

    * Patch issues with data collector

    * Move resource to utils & add log proto imports

    ---------

    Co-authored-by: Tim Pansino <[email protected]>

commit e970884
Author: Timothy Pansino <[email protected]>
Date:   Thu Jun 8 13:17:28 2023 -0700

    Dimensional Metrics (#815)

    * Wiring dimensional metrics

    * Squashed commit of the following:

    commit c2d4629
    Author: Timothy Pansino <[email protected]>
    Date:   Wed May 10 15:59:13 2023 -0700

        Add required option for tox v4 (#795)

        * Add required option for tox v4

        * Update tox in GHA

        * Remove py27 no-cache-dir

    commit a963649
    Author: Hannah Stepanek <[email protected]>
    Date:   Tue May 9 10:46:39 2023 -0700

        Run coverage around pytest (#813)

        * Run coverage around pytest

        * Trigger tests

        * Fixup

        * Add redis client_no_touch to ignore list

        * Temporarily remove kafka from coverage

        * Remove coverage for old libs

    commit 3d82845
    Author: Lalleh Rafeei <[email protected]>
    Date:   Wed May 3 14:50:30 2023 -0700

        Omit some frameworks from coverage analysis (#810)

        * Omit some frameworks from coverage analysis

        * Remove commas

        * Change format of omit

        * Add relative_files option to coverage

        * Add absolute directory

        * Add envsitepackagedir

        * Add coveragerc file

        * Add codecov.yml

        * [Mega-Linter] Apply linters fixes

        * Revert coveragerc file settings

        * Add files in packages and more frameworks

        * Remove commented line

        ---------

        Co-authored-by: lrafeei <[email protected]>
        Co-authored-by: Hannah Stepanek <[email protected]>

    commit fd0fa35
    Author: Uma Annamalai <[email protected]>
    Date:   Tue May 2 10:55:36 2023 -0700

        Add testing for genshi and mako. (#799)

        * Add testing for genshi and mako.

        * [Mega-Linter] Apply linters fixes

        ---------

        Co-authored-by: umaannamalai <[email protected]>
        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit be4fb3d
    Author: Lalleh Rafeei <[email protected]>
    Date:   Mon May 1 16:01:09 2023 -0700

        Add tests for Waitress (#797)

        * Change import format

        * Initial commit

        * Add more tests to adapter_waitress

        * Remove commented out code

        * [Mega-Linter] Apply linters fixes

        * Add assertions to all tests

        * Add more NR testing to waitress

        ---------

        Co-authored-by: lrafeei <[email protected]>
        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit 7103506
    Author: Hannah Stepanek <[email protected]>
    Date:   Mon May 1 14:12:31 2023 -0700

        Add tests for pyodbc (#796)

        * Add tests for pyodbc

        * Move imports into tests to get import coverage

        * Fixup: remove time import

        * Trigger tests

        ---------

        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit 363122a
    Author: Hannah Stepanek <[email protected]>
    Date:   Mon May 1 13:34:35 2023 -0700

        Pin virtualenv, fix pip arg deprecation & disable kafka tests (#803)

        * Pin virtualenv

        * Fixup: use 20.21.1 instead

        * Replace install-options with config-settings

        See pypa/pip#11358.

        * Temporarily disable kafka tests

    * Add dimensional stats table to stats engine

    * Add attribute processing to metric identity

    * Add testing for dimensional metrics

    * Cover tags as list not dict

    * Commit suggestions from code review
@mergify mergify bot removed the merge-conflicts label Jun 12, 2023
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🦙 MegaLinter status: ❌ ERROR

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✅ PYTHON bandit 5 0 6.75s
✅ PYTHON black 10 4 0 3.83s
❌ PYTHON flake8 10 13 1.31s
✅ PYTHON isort 10 5 0 0.35s
❌ PYTHON pylint 10 28 13.8s

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Codecov Report

❗ No coverage uploaded for pull request base (develop-scikitlearn@a69a704). Click here to learn what that means.
The diff coverage is n/a.

@@                  Coverage Diff                   @@
##             develop-scikitlearn     #826   +/-   ##
======================================================
  Coverage                       ?   75.59%           
======================================================
  Files                          ?      202           
  Lines                          ?    20215           
  Branches                       ?     3440           
======================================================
  Hits                           ?    15281           
  Misses                         ?     4008           
  Partials                       ?      926           

📣 We’re building smart automated test selection to slash your CI/CD build times. Learn more

@TimPansino TimPansino marked this pull request as ready for review June 13, 2023 20:45
@TimPansino TimPansino requested a review from a team June 13, 2023 20:45
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A couple suggestions mainly around testing. Overall looks good.

newrelic/core/otlp_utils.py Outdated Show resolved Hide resolved
tests/agent_features/test_configuration.py Outdated Show resolved Hide resolved
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@mergify mergify bot removed the tests-failing label Jun 14, 2023
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Had one small request about asserting the service.provider value inside the payload, otherwise I think the payload tests look good now. I also added a request to just drop the changes to the config tests for now since none of those issues were addressed since the last review and they seem pretty unrelated to this PR anyway-I rather not worry about them in this PR.

@mergify mergify bot removed the tests-failing label Jun 23, 2023
@hmstepanek hmstepanek merged commit ad05014 into develop-scikitlearn Jun 23, 2023
@hmstepanek hmstepanek deleted the feature-otlp-metrics branch June 23, 2023 18:24
@umaannamalai umaannamalai added this to the v9.1.0 milestone Sep 14, 2023
hmstepanek added a commit that referenced this pull request Sep 25, 2023
* Add tree model function traces (#691)

* Add sklearn to tox

* Add function traces around model methods

* Support Python 2.7 & 3.7 sklearn

* Add test for multiple calls to model method

* Fixup: add comments & organize

* Refactor

* Follow two digit convention

* Make if-else a one-liner

* Abstract to re-usable instrumentation function

* Use wrap_method_trace & change to Function group

Co-authored-by: Timothy Pansino <[email protected]>
Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>

* Fixup: use if-else one-liner

* Use hasattr instead of model name check

* Change component_sklearn to mlmodel_sklearn

* Fixup: replace in model names with hasattr

Co-authored-by: Timothy Pansino <[email protected]>
Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>

* Add config setting for sklearn inference event capture. (#706)

* Add sklearn to tox

* Add function traces around model methods

* Support Python 2.7 & 3.7 sklearn

* Add test for multiple calls to model method

* Fixup: add comments & organize

* Refactor

* Follow two digit convention

* Make if-else a one-liner

* Abstract to re-usable instrumentation function

* Add ML inference event capture config setting.

* [Mega-Linter] Apply linters fixes

* Fixup: remove component_sklearn files

* Add high security mode testing for ML events setting.

* [Mega-Linter] Apply linters fixes

Co-authored-by: Hannah Stepanek <[email protected]>
Co-authored-by: umaannamalai <[email protected]>

* Capture scorer results (#694)

* Add score results attributes to metric scorers

* Test un-subclassable types

* [Mega-Linter] Apply linters fixes

* [Mega-Linter] Apply linters fixes

* Trigger tests

* Remove custom subclassing code.

* [Mega-Linter] Apply linters fixes

* Remove unused function

* Add test for iterable score results

* Change name of object proxy

* Fixup: rename proxy in tests too

Co-authored-by: hmstepanek <[email protected]>
Co-authored-by: Tim Pansino <[email protected]>
Co-authored-by: TimPansino <[email protected]>

* Add ensemble model function traces (#697)

* Add sklearn to tox

* Add function traces around model methods

* Support Python 2.7 & 3.7 sklearn

* Add test for multiple calls to model method

* Fixup: add comments & organize

* Add ensemble models

* Add ensemble model tests

* Edit tests

* Add ensemble library models from sklearn

* Start tests with empty commit

* Clean up tests

* Fix tests for various versions of sklearn

* Fix ensemble tests with changes from tree PR

* [Mega-Linter] Apply linters fixes

* Remove breakpoints

* Remove commited config files

* Group tests into more readable format

* Pin startlette latest < 0.23.1

* Convert PY3 checks to one-liners

* Use tuple checks for sklearn version

Use tuple checks for sklearn version, string checks can result in unexpected out of
order comparisons. Also use direct comparisons for easier readability.

* Fix VotingRegressor test

Co-authored-by: Hannah Stepanek <[email protected]>
Co-authored-by: lrafeei <[email protected]>

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Co-authored-by: umaannamalai <[email protected]>

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* [Mega-Linter] Apply linters fixes

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Use tuple checks for sklearn version, string checks can result in unexpected out of
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Co-authored-by: Hannah Stepanek <[email protected]>
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* Add back training step logic to predict proxy.

* Remove unused files.

* Address py27 test failures and review comments.

* Fix py 3.7 failures.

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Co-authored-by: Hannah Stepanek <[email protected]>
Co-authored-by: Timothy Pansino <[email protected]>
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* Add feature selection model function traces (#719)

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* Add gaussian process models

* Modify VotingRegressor test

* Modify Gaussian Process models tests

* Add discriminant analysis model (#717)

* Add cross decomposition models (#716)

* Add covariance model (#714)

* Add compose models (#713)

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* Modify VotingRegression test

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* Add ml_model function wrapper API (#739)

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* Fixup: add comments & organize

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* Add testing and cleanup for custom feature events.

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* Add back training step logic to predict proxy.

* Remove unused files.

* Add ml_model wrapper and tests.

* Add column name logic.

* Update branch.

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* Fix py2 failures.

* Fix pypy37 failure.

* Revise feature_names logic.

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* [Mega-Linter] Apply linters fixes

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Co-authored-by: Hannah Stepanek <[email protected]>
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* Report feature event w/o value (#754)

Report the feature event w/o the raw value if
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* Prediction metric stats (#715)

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* [Mega-Linter] Apply linters fixes

* Add feature_name to expected events for int test.

* Fix py37 test.

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* Add feature_name to expected events for int test.

* [Mega-Linter] Apply linters fixes

* Fix py37 test.

* Update logic to not report value when setting is disabled.

* Fixup flake8 unused import

* Touch up label event logic and rename test_feature_events to test_inference_events.

* Add test case for multilabel output.

* Fix 2D np array test.

* Add metrics about prediction data

* Fixup

* Fix user provided label names

* Fixup label related column name tests

* [Mega-Linter] Apply linters fixes

* Assert label events in multilabel output test

* Remove return of stats

* Remove spaces from version specification

* Fix py2.7 output difference in pandas test

---------

Co-authored-by: Uma Annamalai <[email protected]>
Co-authored-by: umaannamalai <[email protected]>
Co-authored-by: hmstepanek <[email protected]>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* Add new ML event type (#802)

* Add new machine learning event data type

Co-authored-by: Tim Pansino <[email protected]>
Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>

* Validate new machine learning event data type

Co-authored-by: Tim Pansino <[email protected]>
Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>

* Fixup: minor inconsistencies

* Fixup

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* Fix lint errors

* Increase timeout for python tests

---------

Co-authored-by: Tim Pansino <[email protected]>
Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>

* Add machine learning and ml_event config options (#811)

* Add machine learning config options

* machine_learning.enabled
* machine_learning.inference_events.enable
* machine_learning.inference_events.value.enabled
* event_harvest_config.harvest_limits.ml_event_data

Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>

* Replace all TODOs w/ new config settings

* [Mega-Linter] Apply linters fixes

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* Remove collect_custom_events & inference_events.enabled

* Revert inference_events_value=>.value

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* Fixup: format docstring

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---------

Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>
Co-authored-by: hmstepanek <[email protected]>

* Dimensional Metrics (#815)

* Wiring dimensional metrics

* Squashed commit of the following:

commit c2d4629dfd7787354b6607160bb952913975d5f7
Author: Timothy Pansino <[email protected]>
Date:   Wed May 10 15:59:13 2023 -0700

    Add required option for tox v4 (#795)

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commit a9636498ab5c20c266fb044a08359c0c9bbcf826
Author: Hannah Stepanek <[email protected]>
Date:   Tue May 9 10:46:39 2023 -0700

    Run coverage around pytest (#813)

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commit 3d8284540e0acd867c2cf680f43449bc128c0779
Author: Lalleh Rafeei <[email protected]>
Date:   Wed May 3 14:50:30 2023 -0700

    Omit some frameworks from coverage analysis (#810)

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    * Remove commas

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    ---------

    Co-authored-by: lrafeei <[email protected]>
    Co-authored-by: Hannah Stepanek <[email protected]>

commit fd0fa35466b630e34e8476cc53ad0e163564e2de
Author: Uma Annamalai <[email protected]>
Date:   Tue May 2 10:55:36 2023 -0700

    Add testing for genshi and mako. (#799)

    * Add testing for genshi and mako.

    * [Mega-Linter] Apply linters fixes

    ---------

    Co-authored-by: umaannamalai <[email protected]>
    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

commit be4fb3dda0e734889acd6bc53cf91f26c18c2118
Author: Lalleh Rafeei <[email protected]>
Date:   Mon May 1 16:01:09 2023 -0700

    Add tests for Waitress (#797)

    * Change import format

    * Initial commit

    * Add more tests to adapter_waitress

    * Remove commented out code

    * [Mega-Linter] Apply linters fixes

    * Add assertions to all tests

    * Add more NR testing to waitress

    ---------

    Co-authored-by: lrafeei <[email protected]>
    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

commit 7103506ca5639d339e3e47dfb9e4affb546c839b
Author: Hannah Stepanek <[email protected]>
Date:   Mon May 1 14:12:31 2023 -0700

    Add tests for pyodbc (#796)

    * Add tests for pyodbc

    * Move imports into tests to get import coverage

    * Fixup: remove time import

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    ---------

    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

commit 363122a0efe0ad9f4784fc1f67fda046cb9bb7e8
Author: Hannah Stepanek <[email protected]>
Date:   Mon May 1 13:34:35 2023 -0700

    Pin virtualenv, fix pip arg deprecation & disable kafka tests (#803)

    * Pin virtualenv

    * Fixup: use 20.21.1 instead

    * Replace install-options with config-settings

    See https://github.com/pypa/pip/issues/11358.

    * Temporarily disable kafka tests

* Add dimensional stats table to stats engine

* Add attribute processing to metric identity

* Add testing for dimensional metrics

* Cover tags as list not dict

* Commit suggestions from code review

* Add OTLP protocol class & protos (#821)

* Add protos under packages for otlp

* Add common otlp proto payload methods

* Add new oltp protocol class

* Remove ML event from log message

* Remove params, add api-key header & expose path

The params are not relevant to OTLP so remove these.
The api-key header is how we provide the license key to OTLP so add this.
The path to upload dimensional metrics and events are different in OTLP so expose
the path so it can be overriden inside the coresponding data_collector methods.

* Add otlp_port and otlp_host settings

* Default to JSON if protobuf not available & warn

* Move otlp_utils to core

* Call encode in protocol class

* Patch issues with data collector

* Move resource to utils & add log proto imports

---------

Co-authored-by: Tim Pansino <[email protected]>

* Fix Testing Failures (#828)

* Fix tastypie tests

* Adjust asgiref pinned version

* Make aioredis key PID unique

* Pin more asgiref versions

* Fix pytest test filtering when running tox (#823)

Co-authored-by: Uma Annamalai <[email protected]>

* OTLP Serialization for Dimensional Metrics (#826)

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* Remove ML event from log message

* Remove params, add api-key header & expose path

The params are not relevant to OTLP so remove these.
The api-key header is how we provide the license key to OTLP so add this.
The path to upload dimensional metrics and events are different in OTLP so expose
the path so it can be overriden inside the coresponding data_collector methods.

* Add metric protos

* Use protos to create payload

* Squashed commit of the following:

commit 6f15520cea6a1098915c9ca340dbe42de6a5de1d
Author: Tim Pansino <[email protected]>
Date:   Mon May 15 14:28:50 2023 -0700

    TEMP

commit 1a28d36f86dd3f1fa5ca7a8f56357d168aac69db
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 17:28:27 2023 -0700

    Cover tags as list not dict

commit 71261e3d468320569742a72c690f6ff4e9b3e621
Merge: 459e08567 c2d4629df
Author: Timothy Pansino <[email protected]>
Date:   Thu May 11 16:59:11 2023 -0700

    Merge branch 'main' into feature-dimensional-metrics

commit 459e08567102cfadce398b57d245ecf99408400d
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 16:57:16 2023 -0700

    Add testing for dimensional metrics

commit ed33957cd2b20bc1f6e9759a0bad5e4f4a86a38c
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 16:56:31 2023 -0700

    Add attribute processing to metric identity

commit 6caf71ef4386395d950060e0e996f80dbcbfbc32
Author: Tim Pansino <[email protected]>
Date:   Thu May 11 16:56:16 2023 -0700

    Add dimensional stats table to stats engine

commit 5e1cc9dea6d0d9623130dedd0f787408a8439388
Author: Tim Pansino <[email protected]>
Date:   Wed May 10 16:00:42 2023 -0700

    Squashed commit of the following:

    commit c2d4629dfd7787354b6607160bb952913975d5f7
    Author: Timothy Pansino <[email protected]>
    Date:   Wed May 10 15:59:13 2023 -0700

        Add required option for tox v4 (#795)

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        * Remove py27 no-cache-dir

    commit a9636498ab5c20c266fb044a08359c0c9bbcf826
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    Date:   Tue May 9 10:46:39 2023 -0700

        Run coverage around pytest (#813)

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        * Temporarily remove kafka from coverage

        * Remove coverage for old libs

    commit 3d8284540e0acd867c2cf680f43449bc128c0779
    Author: Lalleh Rafeei <[email protected]>
    Date:   Wed May 3 14:50:30 2023 -0700

        Omit some frameworks from coverage analysis (#810)

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        * Remove commas

        * Change format of omit

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        * Add absolute directory

        * Add envsitepackagedir

        * Add coveragerc file

        * Add codecov.yml

        * [Mega-Linter] Apply linters fixes

        * Revert coveragerc file settings

        * Add files in packages and more frameworks

        * Remove commented line

        ---------

        Co-authored-by: lrafeei <[email protected]>
        Co-authored-by: Hannah Stepanek <[email protected]>

    commit fd0fa35466b630e34e8476cc53ad0e163564e2de
    Author: Uma Annamalai <[email protected]>
    Date:   Tue May 2 10:55:36 2023 -0700

        Add testing for genshi and mako. (#799)

        * Add testing for genshi and mako.

        * [Mega-Linter] Apply linters fixes

        ---------

        Co-authored-by: umaannamalai <[email protected]>
        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit be4fb3dda0e734889acd6bc53cf91f26c18c2118
    Author: Lalleh Rafeei <[email protected]>
    Date:   Mon May 1 16:01:09 2023 -0700

        Add tests for Waitress (#797)

        * Change import format

        * Initial commit

        * Add more tests to adapter_waitress

        * Remove commented out code

        * [Mega-Linter] Apply linters fixes

        * Add assertions to all tests

        * Add more NR testing to waitress

        ---------

        Co-authored-by: lrafeei <[email protected]>
        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit 7103506ca5639d339e3e47dfb9e4affb546c839b
    Author: Hannah Stepanek <[email protected]>
    Date:   Mon May 1 14:12:31 2023 -0700

        Add tests for pyodbc (#796)

        * Add tests for pyodbc

        * Move imports into tests to get import coverage

        * Fixup: remove time import

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        ---------

        Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

    commit 363122a0efe0ad9f4784fc1f67fda046cb9bb7e8
    Author: Hannah Stepanek <[email protected]>
    Date:   Mon May 1 13:34:35 2023 -0700

        Pin virtualenv, fix pip arg deprecation & disable kafka tests (#803)

        * Pin virtualenv

        * Fixup: use 20.21.1 instead

        * Replace install-options with config-settings

        See https://github.com/pypa/pip/issues/11358.

        * Temporarily disable kafka tests

commit c2d4629dfd7787354b6607160bb952913975d5f7
Author: Timothy Pansino <[email protected]>
Date:   Wed May 10 15:59:13 2023 -0700

    Add required option for tox v4 (#795)

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    * Update tox in GHA

    * Remove py27 no-cache-dir

commit a9636498ab5c20c266fb044a08359c0c9bbcf826
Author: Hannah Stepanek <[email protected]>
Date:   Tue May 9 10:46:39 2023 -0700

    Run coverage around pytest (#813)

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    * Trigger tests

    * Fixup

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    * Temporarily remove kafka from coverage

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commit dc81a50a9fc5f2a5ce6978aa064fdfab1618328b
Author: Tim Pansino <[email protected]>
Date:   Sat May 6 14:16:14 2023 -0700

    Wiring dimensional metrics

commit 3d8284540e0acd867c2cf680f43449bc128c0779
Author: Lalleh Rafeei <[email protected]>
Date:   Wed May 3 14:50:30 2023 -0700

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Date:   Tue May 2 10:55:36 2023 -0700

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Date:   Mon May 1 16:01:09 2023 -0700

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Date:   Mon May 1 14:12:31 2023 -0700

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Date:   Thu Jun 1 12:10:59 2023 -0700

    Cleaning out agent protocol

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Date:   Thu Jun 1 12:10:46 2023 -0700

    Change content-type header

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Date:   Thu Jun 1 12:05:52 2023 -0700

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Date:   Thu May 11 17:28:27 2023 -0700

    Cover tags as list not dict

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Merge: 459e08567 c2d4629df
Author: Timothy Pansino <[email protected]>
Date:   Thu May 11 16:59:11 2023 -0700

    Merge branch 'main' into feature-dimensional-metrics

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Date:   Thu May 11 16:57:16 2023 -0700

    Add testing for dimensional metrics

commit ed33957cd2b20bc1f6e9759a0bad5e4f4a86a38c
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Date:   Thu May 11 16:56:31 2023 -0700

    Add attribute processing to metric identity

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    Add dimensional stats table to stats engine

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Date:   Wed May 10 16:00:42 2023 -0700

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        Add testing for genshi and mako. (#799)

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    Date:   Mon May 1 13:34:35 2023 -0700

        Pin virtualenv, fix pip arg deprecation & disable kafka tests (#803)

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Date:   Wed May 10 15:59:13 2023 -0700

    Add required option for tox v4 (#795)

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commit a9636498ab5c20c266fb044a08359c0c9bbcf826
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Date:   Tue May 9 10:46:39 2023 -0700

    Run coverage around pytest (#813)

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commit dc81a50a9fc5f2a5ce6978aa064fdfab1618328b
Author: Tim Pansino <[email protected]>
Date:   Sat May 6 14:16:14 2023 -0700

    Wiring dimensional metrics

commit 3d8284540e0acd867c2cf680f43449bc128c0779
Author: Lalleh Rafeei <[email protected]>
Date:   Wed May 3 14:50:30 2023 -0700

    Omit some frameworks from coverage analysis (#810)

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    * Remove commas

    * Change format of omit

    * Add relative_files option to coverage

    * Add absolute directory

    * Add envsitepackagedir

    * Add coveragerc file

    * Add codecov.yml

    * [Mega-Linter] Apply linters fixes

    * Revert coveragerc file settings

    * Add files in packages and more frameworks

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commit fd0fa35466b630e34e8476cc53ad0e163564e2de
Author: Uma Annamalai <[email protected]>
Date:   Tue May 2 10:55:36 2023 -0700

    Add testing for genshi and mako. (#799)

    * Add testing for genshi and mako.

    * [Mega-Linter] Apply linters fixes

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commit be4fb3dda0e734889acd6bc53cf91f26c18c2118
Author: Lalleh Rafeei <[email protected]>
Date:   Mon May 1 16:01:09 2023 -0700

    Add tests for Waitress (#797)

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Date:   Mon May 1 14:12:31 2023 -0700

    Add tests for pyodbc (#796)

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    ---------

    Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* Add protobuf to agent features tests

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commit 30f0bf5ce27f239f70b236c639a49715f33ce948
Author: Hannah Stepanek <[email protected]>
Date:   Fri Jun 9 16:12:09 2023 -0700

    Add OTLP protocol class & protos (#821)

    * Add protos under packages for otlp

    * Add common otlp proto payload methods

    * Add new oltp protocol class

    * Remove ML event from log message

    * Remove params, add api-key header & expose path

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    ---------

    Co-authored-by: Tim Pansino <[email protected]>

commit e970884dac0e1f9c703c6fdbff408fb923502f51
Author: Timothy Pansino <[email protected]>
Date:   Thu Jun 8 13:17:28 2023 -0700

    Dimensional Metrics (#815)

    * Wiring dimensional metrics

    * Squashed commit of the following:

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    Date:   Wed May 10 15:59:13 2023 -0700

        Add required option for tox v4 (#795)

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    commit a9636498ab5c20c266fb044a08359c0c9bbcf826
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    Date:   Tue May 9 10:46:39 2023 -0700

        Run coverage around pytest (#813)

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    Author: Lalleh Rafeei <[email protected]>
    Date:   Wed May 3 14:50:30 2023 -0700

        Omit some frameworks from coverage analysis (#810)

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        * Add codecov.yml

        * [Mega-Linter] Apply linters fixes

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        * Add files in packages and more frameworks

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    commit fd0fa35466b630e34e8476cc53ad0e163564e2de
    Author: Uma Annamalai <[email protected]>
    Date:   Tue May 2 10:55:36 2023 -0700

        Add testing for genshi and mako. (#799)

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        * [Mega-Linter] Apply linters fixes

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    Date:   Mon May 1 16:01:09 2023 -0700

        Add tests for Waitress (#797)

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    Date:   Mon May 1 14:12:31 2023 -0700

        Add tests for pyodbc (#796)

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        * Move imports into tests to get import coverage

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    commit 363122a0efe0ad9f4784fc1f67fda046cb9bb7e8
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    Date:   Mon May 1 13:34:35 2023 -0700

        Pin virtualenv, fix pip arg deprecation & disable kafka tests (#803)

        * Pin virtualenv

        * Fixup: use 20.21.1 instead

        * Replace install-options with config-settings

        See https://github.com/pypa/pip/issues/11358.

        * Temporarily disable kafka tests

    * Add dimensional stats table to stats engine

    * Add attribute processing to metric identity

    * Add testing for dimensional metrics

    * Cover tags as list not dict

    * Commit suggestions from code review

* Fix missing resource error

* Add global settings override for otlp_host test

* Fix unbound local variable

* Remove redundant and miscategorized tests

* Migrate and merge otlp utils to core.

* Fix virtualenv for newer tox versions and Py27

* Fix validator for Py27

* Fix dimensional metric normalization

* Fix lint errors

* Fix pypy 27 naming

* Add debug override for metric serialization

* Fix exit code passthrough in tox script

* Make otlp_encode more robust

* Add json vs protobuf testing fixture

* Remove sklearn py27 testing

* Validate resource in OTLP

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* Fixup: service.provider assertion

---------

Co-authored-by: Hannah Stepanek <[email protected]>

* Fix attribute name mismatches from mlops sdk (#845)

* Convert numerical -> numeric

* Adjust attr names to match mlops sdk

* Add feature_/label_ prefix to type & name attrs
* model_name -> modelName

* Set event type to inferenceData

* Backport main into develop-scikitlearn (#847)

* Containerized CI Pipeline (#836)

* Revert "Remove Python 2.7 and pypy2 testing (#835)"

This reverts commit abb6405d2bfd629ed83f48e8a17b4a28e3a3c352.

* Containerize CI process

* Publish new docker container for CI images

* Rename github actions job

* Copyright tag scripts

* Drop debug line

* Swap to new CI image

* Move pip install to just main python

* Remove libcurl special case from tox

* Install special case packages into main image

* Remove unused packages

* Remove all other triggers besides manual

* Add make run command

* Cleanup small bugs

* Fix CI Image Tagging (#838)

* Correct templated CI image name

* Pin pypy2.7 in image

* Fix up scripting

* Temporarily Restore Old CI Pipeline (#841)

* Restore old pipelines

* Remove python 2 from setup-python

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Fix checkout logic

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* Change pypy to pypy27 in tox.

* Fix checkout logic

* Fetch git tags properly

* Pin tox requires

* Adjust default db settings for github actions

* Rename elasticsearch services

* Reset to new pipelines

* [Mega-Linter] Apply linters fixes

* Fix timezone

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---------

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Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* Use Dimensional Metrics in SKLearn (#850)

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* Rename _class to class_

* Remove typo

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* [Mega-Linter] Apply linters fixes

---------

Co-authored-by: TimPansino <[email protected]>

* Fixup dependency pinning

* Hook up ml event to OTLP (#822)

* Use protos and otlp protocol class for ml_events

* inferenceData -> InferenceData

* Add LogsData import

* Add utf-8 encoding for json otlp payload

* Cast timestamp to int

* Use ml_event validator in tests

* Fixup payload tests

* Change str_value -> string_value

* Move event payload gen into otlp_utils

* Fixup: put back print

* Fixup: cast as str for py27

* Fixup lint errors

* Skip py2 protobuf

---------

Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* Fix OTLP Count Metric Serialization (#856)

* Fix metric filtering in OTLP encoding

* Add regression test for duplicate metrics

* Make error message more clear

* Add pylint ignore C0123

* Add explanation comment

* Linting fixups

* Merge main (#874)

* Exclude command line functionality from test coverage (#855)

* FIX: resilient environment settings (#825)

if the application uses generalimport to manage optional depedencies,
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* Replace drop_transaction logic by using transaction context manager (#832)

* Replace drop_transaction call

* [Mega-Linter] Apply linters fixes

* Empty commit to start tests

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* Upgrade to Pypy38 for TypedDict (#861)

* Fix base branch

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* Replace all pypy37 with pypy38

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* Push Empty Commit

* Fix skip_missing_interpreters behavior

* Fix skip_missing_interpreters behavior

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* Remove pypy38 (for now)

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Co-authored-by: Tim Pansino <[email protected]>

* Add profile_trace testing (#858)

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* [Mega-Linter] Apply linters fixes

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* Change setup-python to @v2 for py2.7

* Remove py27 and pypy testing

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* Remove gearman test

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* Revert "Remove Python 2.7 and pypy2 testing (#835)"

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* Containerize CI process

* Publish new docker container for CI images

* Rename github actions job

* Copyright tag scripts

* Drop debug line

* Swap to new CI image

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* Remove libcurl special case from tox

* Install special case packages into main image

* Remove unused packages

* Remove all other triggers besides manual

* Add make run command

* Cleanup small bugs

* Fix CI Image Tagging (#838)

* Correct templated CI image name

* Pin pypy2.7 in image

* Fix up scripting

* Temporarily Restore Old CI Pipeline (#841)

* Restore old pipelines

* Remove python 2 from setup-python

* Rework CI Pipeline (#839)

Change pypy to pypy27 in tox.

Fix checkout logic

Pin tox requires

* Fix Tests on New CI (#843)

* Remove non-root user

* Test new CI image

* Change pypy to pypy27 in tox.

* Fix checkout logic

* Fetch git tags properly

* Pin tox requires

* Adjust default db settings for github actions

* Rename elasticsearch services

* Reset to new pipelines

* [Mega-Linter] Apply linters fixes

* Fix timezone

* Fix docker networking

* Pin dev image to new sha

* Standardize gearman DB settings

* Fix elasticsearch settings bug

* Fix gearman bug

* Add missing odbc headers

* Add more debug messages

* Swap out dev ci image

* Fix required virtualenv version

* Swap out dev ci image

* Swap out dev ci image

* Remove aioredis v1 for EOL

* Add coverage paths for docker container

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---------

Co-authored-by: TimPansino <[email protected]>

* Trigger tests

* Add testing for profile trace.

* [Mega-Linter] Apply linters fixes

* Ignore __call__ from coverage on profile_trace.

* [Mega-Linter] Apply linters fixes

---------

Co-authored-by: Hannah Stepanek <[email protected]>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: hmstepanek <[email protected]>
Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Timothy Pansino <[email protected]>
Co-authored-by: TimPansino <[email protected]>
Co-authored-by: umaannamalai <[email protected]>

* Add Transaction API Tests (#857)

* Test for suppress_apdex_metric

* Add custom_metrics tests

* Add distributed_trace_headers testing in existing tests

* [Mega-Linter] Apply linters fixes

* Remove redundant if-statement

* Ignore deprecated transaction function from coverage

* [Mega-Linter] Apply linters fixes

* Push empty commit

* Update newrelic/api/transaction.py

---------

Co-authored-by: lrafeei <[email protected]>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Timothy Pansino <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>

* Add tests for jinja2. (#842)

* Add tests for jinja2.

* [Mega-Linter] Apply linters fixes

* Update tox.ini

Co-authored-by: Timothy Pansino <[email protected]>

---------

Co-authored-by: umaannamalai <[email protected]>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Timothy Pansino <[email protected]>

* Add tests for newrelic/config.py (#860)

Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* Fix starlette testing matrix for updated behavior. (#869)

Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Hannah Stepanek <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>

* Correct Serverless Distributed Tracing Logic (#870)

* Fix serverless logic for distributed tracing

* Test stubs

* Collapse testing changes

* Add negative testing to regular DT test suite

* Apply linter fixes

* [Mega-Linter] Apply linters fixes

---------

Co-authored-by: TimPansino <[email protected]>

* Fix Kafka CI (#863)

* Reenable kafka testing

* Add kafka dev lib

* Sync install python with devcontainer

* Fix kafka local host setting

* Drop set -u flag

* Pin CI image dev sha

* Add parallel flag to kafka

* Fix proper exit status

* Build librdkafka from source

* Updated dev image sha

* Remove coverage exclusions

* Add new options to better emulate GHA

* Reconfigure kafka networking

Co-authored-by: Hannah Stepanek <[email protected]>

* Fix kafka ports on GHA

* Run kafka tests serially

* Separate kafka consumer groups

* Put CI container makefile back

* Remove confluent kafka Py27 for latest

* Roll back ubuntu version update

* Update dev ci sha

---------

Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <[email protected]>

* Change image tag to latest (#871)

* Change image tag to latest

* Use built sha

* Fixup

* Replace w/ latest

* Add full version for pypy3.8 to tox (#872)

* Add full version for pypy3.8

* Remove solrpy from tests

* Fix merge conflict

* Fix tests for scikit-learn >= 1.3.0

In 1.3.0 sklearn renamed fit to _fit in BaseDecisionTree.

* Add gfortran to container

* Use ci image sha

* Add pkg-config

* New CI build

---------

Co-authored-by: Lalleh Rafeei <[email protected]>
Co-authored-by: Ahmed Helil <[email protected]>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: lrafeei <[email protected]>
Co-authored-by: Tim Pansino <[email protected]>
Co-authored-by: Uma Annamalai <[email protected]>
Co-authored-by: hmstepanek <[email protected]>
Co-authored-by: Timothy Pansino <[email protected]>
Co-authored-by: TimPansino <[email protected]>
Co-authored-by: umaannamalai <[email protected]>

* Only send 1 event per prediction & fix tests (#867)

* Only send 1 event per prediction

This changes from sending 1 event per feature/label value to 1 event per prediction.
This change is referred to as a change in "schema".
* Replace feature_name & feature_value and label_name & label_value to
  feature.<name> = <value> and label.<name> = <value>.
* Remove feature_type and label_type.

* Add new_relic_data_schema_version

* Remove pypy3.8-scipy will not compile

* Remove scipy compile deps

* Set ci build back to latest

* Merge redis changes mlops (#914)

* Exclude command line functionality from test coverage (#855)

* FIX: resilient environment settings (#825)

if the application uses generalimport to manage optional depedencies,
it's possible that generalimport.MissingOptionalDependency is raised.
In this case, we should not report the module as it is not actually loaded and
is not a runtime dependency of the application.

Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <[email protected]>

* Replace drop_transaction logic by using transaction context manager (#832)

* Replace drop_transaction call

* [Mega-Linter] Apply linters fixes

* Empty commit to start tests

* Change logic in BG Wrappers

---------

Co-authored-by: lrafeei <[email protected]>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* Upgrade to Pypy38 for TypedDict (#861)

* Fix base branch

* Revert tox dependencies

* Replace all pypy37 with pypy38

* Remove action.yml file

* Push Empty Commit

* Fix skip_missing_interpreters behavior

* Fix skip_missing_interpreters behavior

* Pin dev CI image sha

* Remove unsupported Tornado tests

* Add latest tests to Tornado

* Remove pypy38 (for now)

---------

Co-authored-by: Tim Pansino <[email protected]>

* Add profile_trace testing (#858)

* Include isort stdlibs for determining stdlib modules

* Use isort & sys to eliminate std & builtin modules

Previously, the logic would fail to identify third party modules installed within the
local user socpe. This fixes that issue by skipping builtin and stdlib modules by name,
instead of attempting to identify third party modules based on file paths.

* Handle importlib_metadata.version being a callable

* Add isort into third party notices

* [Mega-Linter] Apply linters fixes

* Remove Python 2.7 and pypy2 testing (#835)

* Change setup-python to @v2 for py2.7

* Remove py27 and pypy testing

* Fix syntax errors

* Fix comma related syntax errors

* Fix more issues in tox

* Remove gearman test

* Containerized CI Pipeline (#836)

* Revert "Remove Python 2.7 and pypy2 testing (#835)"

This reverts commit abb6405d2bfd629ed83f48e8a17b4a28e3a3c352.

* Containerize CI process

* Publish new docker container for CI images

* Rename github actions job

* Copyright tag scripts

* Drop debug line

* Swap to new CI image

* Move pip install to just main python

* Remove libcurl special case from tox

* Install special case packages into main image

* Remove unused packages

* Remove all other triggers besides manual

* Add make run command

* Cleanup small bugs

* Fix CI Image Tagging (#838)

* Correct templated CI image name

* Pin pypy2.7 in image

* Fix up scripting

* Temporarily Restore Old CI Pipeline (#841)

* Restore old pipelines

* Remove python 2 from setup-python

* Rework CI Pipeline (#839)

Change pypy to pypy27 in tox.

Fix checkout logic

Pin tox requires

* Fix Tests on New CI (#843)

* Remove non-root user

* Test new CI image

* Change pypy to pypy27 in tox.

* Fix checkout logic

* Fetch git tags properly

* Pin tox requires

* Adjust default db settings for github actions

* Rename elasticsearch services

* Reset to new pipelines

* [Mega-Linter] Apply linters fixes

* Fix timezone

* Fix docker networking

* Pin dev image to new sha

* Standardize gearman DB settings

* Fix elasticsearch settings bug

* Fix gearman bug

* Add missing odbc headers

* Add m…
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