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Add sklearn instrumentation and ML model feature support #921

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merged 65 commits into from
Sep 25, 2023

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This PR adds new instrumentation to support monitoring of ML models created with sklearn. It also introduces two new, publics API. The first API is named record_ml_event and allows custom ML events with information about the prediction to be recorded. The second API is named wrap_mlmodel and allows users to pass additional information (including name and version) about their model directly as a decorator.

hmstepanek and others added 30 commits December 5, 2022 16:07
* 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 <TimPansino@users.noreply.github.com>
Co-authored-by: Lalleh Rafeei <84813886+lrafeei@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>

* 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 <TimPansino@users.noreply.github.com>
Co-authored-by: Lalleh Rafeei <84813886+lrafeei@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
* 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 <hstepanek@newrelic.com>
Co-authored-by: umaannamalai <umaannamalai@users.noreply.github.com>
* 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 <hmstepanek@users.noreply.github.com>
Co-authored-by: Tim Pansino <timpansino@gmail.com>
Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>
* 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 <hstepanek@newrelic.com>
Co-authored-by: lrafeei <lrafeei@users.noreply.github.com>
* Include training step in scorer name

* Add fit_predict data proxying

* Remove name comments

* Fix predict being called before fit

* Re-use existing fixture
* 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

* Add cluster model instrumentaton

* Fix tests for various versions of sklearn

* Fix ensemble tests with changes from tree PR

* [Mega-Linter] Apply linters fixes

* Fix some cluster model tests

* Fix tests after ensemble PR merge

* Add transform to tests

* Remove accidental commits

* Modify cluster tests to be more readable

* Break up instrumentation models

* Remove duplicate ensemble module defs

* Modify VotingRegressor test

Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>
Co-authored-by: lrafeei <lrafeei@users.noreply.github.com>
* 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

* Create tests/instrumentation for calibration models

* Fix calibration tests

* Remove commented out code

* Remove yaml file in commit

* Remove duplicate ensemble module defs

Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>
Co-authored-by: lrafeei <lrafeei@users.noreply.github.com>
* Add svm models

* Remove extra conditionals from testing
* Add pipeline models

* Remove commented code
* Add neural network models

* Fixup: merge conflict

Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>
* Add outline for model selection tests

* Add some testing to model selection

* Add hooks

* Add estimator

* Finish testing for model selection
* Add kernel ridge models

* Modify VotingRegressor test
* Add function traces around model methods

* Add test for multiple calls to model method

* Fixup: add comments & organize

* Refactor

* Instrument predict function.

* Add data trains fixture.

* Add testing and cleanup for custom feature events.

* Update test_tree_models.

* Add back training step logic to predict proxy.

* Remove unused files.

* 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 <TimPansino@users.noreply.github.com>
Co-authored-by: Lalleh Rafeei <84813886+lrafeei@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>

* 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 <TimPansino@users.noreply.github.com>
Co-authored-by: Lalleh Rafeei <84813886+lrafeei@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>

* 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 <hstepanek@newrelic.com>
Co-authored-by: umaannamalai <umaannamalai@users.noreply.github.com>

* 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 <hmstepanek@users.noreply.github.com>
Co-authored-by: Tim Pansino <timpansino@gmail.com>
Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>

* 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 <hstepanek@newrelic.com>
Co-authored-by: lrafeei <lrafeei@users.noreply.github.com>

* Add function traces around model methods

* Add test for multiple calls to model method

* Fixup: add comments & organize

* Refactor

* Instrument predict function.

* Add data trains fixture.

* Add testing and cleanup for custom feature events.

* Update test_tree_models.

* Include training step in metric scorer name (#712)

* Include training step in scorer name

* Add fit_predict data proxying

* Remove name comments

* Fix predict being called before fit

* Re-use existing fixture

* Add cluster model function traces (#700)

* 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

* Add cluster model instrumentaton

* Fix tests for various versions of sklearn

* Fix ensemble tests with changes from tree PR

* [Mega-Linter] Apply linters fixes

* Fix some cluster model tests

* Fix tests after ensemble PR merge

* Add transform to tests

* Remove accidental commits

* Modify cluster tests to be more readable

* Break up instrumentation models

* Remove duplicate ensemble module defs

* Modify VotingRegressor test

Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>
Co-authored-by: lrafeei <lrafeei@users.noreply.github.com>

* Add calibration model function traces (#709)

* 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

* Create tests/instrumentation for calibration models

* Fix calibration tests

* Remove commented out code

* Remove yaml file in commit

* Remove duplicate ensemble module defs

Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>
Co-authored-by: lrafeei <lrafeei@users.noreply.github.com>

* Add back training step logic to predict proxy.

* Remove unused files.

* Address py27 test failures and review comments.

* Fix py 3.7 failures.

* Remove old component_sklearn.py file

* Fix lint errors

* [Mega-Linter] Apply linters fixes

* Merge redis fix.

Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>
Co-authored-by: Timothy Pansino <TimPansino@users.noreply.github.com>
Co-authored-by: Lalleh Rafeei <84813886+lrafeei@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: hmstepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Tim Pansino <timpansino@gmail.com>
Co-authored-by: lrafeei <lrafeei@users.noreply.github.com>
* Add feature selection models

* Modify VotingRegressor test
* Add gaussian process models

* Modify VotingRegressor test

* Modify Gaussian Process models tests
TimPansino and others added 13 commits June 26, 2023 10:45
* Containerized CI Pipeline (#836)

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

This reverts commit abb6405.

* 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 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

* Unpin ci container

---------

Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>

* Fix pypy27 dependency

* Add skip for OTLP on py27

---------

Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
* Convert ML custom metrics to dimensional with tags

* Rename _class to class_

* Remove typo

* Adjust ML metric tests for dimensional metrics

* Pin sklearn to <1.11.0 for testing

* [Mega-Linter] Apply linters fixes

---------

Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>
* 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 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
* 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 <hstepanek@newrelic.com>

* 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 <lrafeei@users.noreply.github.com>
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 <timpansino@gmail.com>

* 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 abb6405.

* 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 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

* Unpin ci container

---------

Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>

* 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 <hstepanek@newrelic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: hmstepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Lalleh Rafeei <84813886+lrafeei@users.noreply.github.com>
Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>
Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>
Co-authored-by: umaannamalai <umaannamalai@users.noreply.github.com>

* 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 <lrafeei@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>
Co-authored-by: Uma Annamalai <uannamalai@newrelic.com>

* Add tests for jinja2. (#842)

* Add tests for jinja2.

* [Mega-Linter] Apply linters fixes

* Update tox.ini

Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>

---------

Co-authored-by: umaannamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>

* 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 <lrafeei@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>

* 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 <TimPansino@users.noreply.github.com>

* 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 <hmstepanek@users.noreply.github.com>

* 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 <hmstepanek@users.noreply.github.com>

* 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 <84813886+lrafeei@users.noreply.github.com>
Co-authored-by: Ahmed Helil <aaeabdo@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: lrafeei <lrafeei@users.noreply.github.com>
Co-authored-by: Tim Pansino <timpansino@gmail.com>
Co-authored-by: Uma Annamalai <uannamalai@newrelic.com>
Co-authored-by: hmstepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>
Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>
Co-authored-by: umaannamalai <umaannamalai@users.noreply.github.com>
* 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
* 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 <hstepanek@newrelic.com>

* 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 <lrafeei@users.noreply.github.com>
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

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---------

Co-authored-by: Tim Pansino <timpansino@gmail.com>

* 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

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

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* Test for suppress_apdex_metric

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---------

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

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if the application uses generalimport to manage optional depedencies,
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is not a runtime dependency of the application.

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Co-authored-by: Tim Pansino <timpansino@gmail.com>

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instead of attempting to identify third party modules based on file paths.

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* Added separate instrumentation for redis.asyncio.client

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---------

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    ---------

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Date:   Mon Jul 31 15:10:56 2023 -0700

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---------

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

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Merge: 844e556ab edd1f94b0
Author: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Date:   Wed Aug 2 22:10:32 2023 +0000

    Merge branch 'develop-google-firestore-instrumentation' into feature-firstore-async-instrumentation

commit 844e556abfbca63573e51a2647141e07ce9e942f
Author: Tim Pansino <timpansino@gmail.com>
Date:   Wed Aug 2 15:09:49 2023 -0700

    Remove custom wrapper code from firestore

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Date:   Wed Aug 2 14:58:38 2023 -0700

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        Async Generator Wrapper (#884)

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        ---------

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

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Date:   Wed Aug 2 13:40:51 2023 -0700

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    ---------

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

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Merge: 4a8a3fe04 7596fb40d
Author: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Date:   Wed Aug 2 19:54:09 2023 +0000

    Merge branch 'develop-google-firestore-instrumentation' into feature-firstore-async-instrumentation

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Date:   Wed Aug 2 12:53:29 2023 -0700

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    ---------

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Author: Tim Pansino <timpansino@gmail.com>
Date:   Mon Jul 31 14:51:20 2023 -0700

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commit ba7850a06a48005612e59b44c1a509d28f99f86d
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Date:   Mon Jul 24 15:44:54 2023 -0700

    Simplify existing instrumentation

commit e07ffc3efb351769614c67425f7352dc4217e6be
Author: Tim Pansino <timpansino@gmail.com>
Date:   Mon Jul 24 15:44:10 2023 -0700

    Remove unnecessary instrumentation

* Add instance info to async client

* Simplify lookup logic for instance info

* Precompute closures for memory usage

* Undo wrapper edits

* Fix typo

* Change port from int ot str

* Fix Generator Wrappers (#890)

* Fix async wrapper implementations

* Add regression testing

---------

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

---------

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* Base Devcontainer on CI Image (#873)

* Base devcontainer on ci image

* Build arm image on main

* Fix syntax

---------

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* Add support for redis v5. (#895)

* Instrumentat methods added in redis v5 release.

* Update metrics in redis tests.

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---------

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* Add check for both path and file (#907)

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* Update pypy testing versions.

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* GraphQL Async Instrumentation Support (#908)

* Add GraphQL Server Sanic Instrumentation

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* Fix GraphQL async issues

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* Unpin pypy37

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* Graphene Async Testing

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* Graphene promise tests

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* Deprecate add_custom_parameter(s) API

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This reverts commit 807ec1c5c40fe421300ccdcd6fedd81f288dce2c.

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* Adjust postgres versions

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* Simplify wheel build options

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* Remove devcontainer submodule (#669)

* Uncomment NewRelicContextFormatter from agent.py (#676)

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* Update reservoir size for custom events.

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* Increase custom event limit. (#666)

* Remove duplicated CUSTOM_EVENT_RESERVOIR_SIZE

Co-authored-by: Tim Pansino <timpansino@gmail.com>
Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>
Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>
Co-authored-by: Uma Annamalai <uannamalai@newrelic.com>

* Add python 3.11 stable release to GHA (#671)

* Double kafka test runners (#677)

Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>

* Fix failing flask_rest tests (#683)

* Pin flask-restx in flask_rest tests for 2.7

flask-restx dropped support for 2.7 in 1.0.1.

* Drop support for flask-restplus

flask-restx replaced flask-restplus. flask-restplus's latest version supports 3.6 which
we don't even support anymore.

* Fix failing botocore tests (#684)

* Change queue url for botocore>=1.29.0

botocore >=1.29.0 uses sqs.us-east-1.amazonaws.com url instead of queue.amazonaws.com.

* Use tuple version instead of str

* Change botocore129->botocore128

* Add record_log_event to public api (#681)

* Add patch for sentry SDK to correct ASGI v2/v3 detection. (#680)

* Add patch for sentry to correct ASGI v2/v3 detection.

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Co-authored-by: Lalleh Rafeei <lrafeei@newrelic.com>
Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>

* [Mega-Linter] Apply linters fixes

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* Update pip install command (#688)

* Validator transfer from fixtures.py to validators directory, Part 1 (#672)

* Move validate_transaction_metrics to validators directory

* Comment out original validate_transaction_metrics from fixtures.py

* Move validate_time_metrics_outside_transaction to validators directory

* Move validate_internal_metrics into validators directory and fixed validate_transaction_metrics

* Move validate_transaction_errors into validators directory

* Move validate_application_errors into validators directory

* Move validate_custom_parameters into validators directory

* Move validate_synthetics_event into validators directory

* Move validate_transaction_event_attributes into validators directory

* Move validate_non_transaction_error_event into validators directory

* Fix import issues

* Fix (more) import issues

* Fix validate_transaction_metrics import in aioredis

* Remove commented code from fixtures.py

* Initialize ExternalNode properties (#687)

Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>

* Fix package_version_utils.py logic (#689)

* Fix package_version_utils.py logic

Co-authored-by: Timothy Pansino <TimPansino@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>

* Move description of func into func itself

* typecast lists into tuples

* Remove breakpoints

* Empty _test_package_version_utils.py

* Make changes to the test

Co-authored-by: Timothy Pansino <TimPansino@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>
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* Pin Github Actions Runner to Ubuntu 20 for Py27 (#698)

* Pin Github Actions runner to ubuntu 20 for Py27

* Upgrade setup-python

* Fix Confluent Kafka Producer Arguments (#699)

* Add confluentkafka test for posargs/kwargs

* Fix confluent kafka topic argument bug

* More sensible producer arguments

* Fix tornado master tests & instrument redis 4.3.5 (#695)

* Remove 3.7 testing of tornado master

tornadomaster dropped support for 3.7

* Instrument new redis 4.3.5 client methods

Co-authored-by: Lalleh Rafeei <84813886+lrafeei@users.noreply.github.com>
Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>

* Remove pylint codes from flake8 config (#701)

* Validator transfer from fixtures.py to validators directory, Part 2 (#690)

* Move validate_transaction_metrics to validators directory

* Comment out original validate_transaction_metrics from fixtures.py

* Move validate_time_metrics_outside_transaction to validators directory

* Move validate_internal_metrics into validators directory and fixed validate_transaction_metrics

* Move validate_transaction_errors into validators directory

* Move validate_application_errors into validators directory

* Move validate_custom_parameters into validators directory

* Move validate_synthetics_event into validators directory

* Move validate_transaction_event_attributes into validators directory

* Move validate_non_transaction_error_event into validators directory

* Move validate_application_error_trace_count into validators directory

* Move validate_application_error_event_count into validators directory

* Move validate_synthetics_transaction_trace into validators directory

* Move validate_tt_collector_json to validators directory

* Move validate_transaction_trace_attributes into validator directory

* Move validate_transaction_error_trace_attributes into validator directory

* Move validate_error_trace_collector_json into validator directory

* Move validate_error_event_collector_json into validator directory

* Move validate_transaction_event_collector_json into validator directory

* Fix import issues from merge

* Fix some pylint errors

* Revert 'raise ValueError' to be PY2 compatible

* Delete commented lines

* Fix bug in celery where works don't report data (#696)

This fixes Missing information from Celery workers when using MAX_TASKS_PER_CHILD
issue.

Previously, if celery was run with the --loglevel=INFO flag, an agent instance would be
created for the main celery process and after the first worker shutdown, all following
worker's agent instances would point to that agent instance instead of creating a new
instance. This was root caused to incorrectly creating an agent instance when
application activate was not set. Now no agent instance will be created for the main
celery process.

* Reverts removal of flask_restful hooks. (#705)

* Update instrumented methods in redis. (#707)

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Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>

Co-authored-by: Lalleh Rafeei <lrafeei@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>

* Add TraceCache Guarded Iteration (#704)

* Add MutableMapping API to TraceCache

* Update trace cache usage to use guarded APIs.

* [Mega-Linter] Apply linters fixes

* Bump tests

* Fix keys iterator

* Comments for trace cache methods

* Reorganize tests

* Fix fixture refs

* Fix testing refs

* [Mega-Linter] Apply linters fixes

* Bump tests

* Upper case constant

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Co-authored-by: Lalleh Rafeei <84813886+lrafeei@users.noreply.github.com>

* Fix Type Constructor Classes in Code Level Metrics (#708)

* Fix CLM exception catching

* Reorganize CLM Tests

* Add type constructor tests to CLM

* Fix line number

* Pin tox version

* Fix lambda tests in CLM

* Fix lint issues

* Turn helper func into pytest fixture

Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>

* Fix sanic and starlette tests (#734)

* Fix sanic tests

* Tweak test fix for sanic

* Remove test for v18.12 in sanic (no longer supported)

* Pin starlette latest to v0.23.1 (for now)

* Add comment in tox about pinned starlette version

* Add methods to instrument (#738)

* Add card to instrumented methods in Redis (#740)

* Add DevContainer (#711)

* Add devcontainer setup

* Add newrelic env vars to passenv

* Add default extensions

* Add devcontainer instructions to contributing docs

* Convert smart quotes in contributing docs.

* Apply proper RST formatting

* [Mega-Linter] Apply linters fixes

* Add GHCR to prerequisites

* [Mega-Linter] Apply linters fixes

* Bump tests

Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>

* Module classmethod fix (#662)

* Fix function_wrapper calls to module

* Fix wrapper in pika hook

* Revert elasticsearch instrumentation

* Revert some wrap_function_wrappers to orig

* Remove comments/breakpoints

* Fix hooks in elasticsearch

Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>

* Fix log decorating to be JSON compatible (#736)

* Initial addition of JSON capability

* Add NR-LINKING metadata JSON combatibility

* Remove breakpoint

* Hardcode local log decorating tests

* Tweak linking metatdata parsing/adding

* Revert "Fix log decorating to be JSON compatible" (#746)

* Revert "Fix log decorating to be JSON compatible (#736)"

This reverts commit 0db5fee1e5d44b0791dc517ac9f5d88d1240a340.

* [Mega-Linter] Apply linters fixes

* Trigger tests

Co-authored-by: hmstepanek <hmstepanek@users.noreply.github.com>

* Add apdexPerfZone attribute to Transaction. (#753)

Co-authored-by: Enriqueta De Leon <deleonenriqueta@users.noreply.github.com>
Co-authored-by: Kate Anderson <kanderson250@users.noreply.github.com>
Co-authored-by: Mary Martinez <mary-martinez@users.noreply.github.com>

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Co-authored-by: Kate Anderson <kanderson250@users.noreply.github.com>
Co-authored-by: Mary Martinez <mary-martinez@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>

* Fix tests in starlette v0.23.1 (#752)

* Fix tests in starlette v0.23.1

* Fix conditional tests

* Add comment to bg_task test

* Support `redis.asyncio` (#744)

* Support `redis.asyncio`

* Fix `flake8` issues

Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>

* Redis Asyncio Testing (#750)

* Add standardized method for package version tuples

* Adapt aioredis tests to redis.asyncio

* Standardize version tuple

* Refresh uninstrumented redis methods

* Fix aioredis version checking

* Remove aioredis version function

* CodeCov Integration (#710)

* Add aggregate coverage settings to tox.ini

* Refactor coverage fixture for GHA

* Send coverage data files

* Linter fixes

* Configure codecov report

* Yield cov handle from fixture

* Fix empty coverage fixture

* Specify artifact download dir

* Find coverage files with find command

* Add concurrency cancelling to github actions

* uncomment test deps

* Fix or symbol

* Fix concurrency groups

* Linter fixes

* Add comment for yield None in fixture

* [Mega-Linter] Apply linters fixes

* Bump Tests

---------

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* Mergify (#761)

* Add mergify config file

* Remove priority

* Clean up mergify rules

* Add non-draft requirement for merge

* Add merge method

* [Mega-Linter] Apply linters fixes

* Don't update draft PRs.

* Remove merge rules for develop branches

* Linting

---------

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* Elasticsearch v8 support (#741)

* Fix function_wrapper calls to module

* Fix wrapper in pika hook

* Revert elasticsearch instrumentation

* Revert some wrap_function_wrappers to orig

* Remove comments/breakpoints

* Fix hooks in elasticsearch

* Add new client methods from v8 and their hooks

* Add elasticsearch v8 to workflow and tox

* Fix indices for elasticsearch01

* Disable xpack security in elasticsearch v8.0

* Start to add try/except blocks in tests

* Add support for v8 transport

* add support for v8 connection

* Add tests-WIP

* Clean up most tests

* Clean up unused instrumentation

Co-authored-by: Lalleh Rafeei <lrafeei@users.noreply.github.com>
Co-authored-by: Enriqueta De Leon <deleonenriqueta@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: Kate Anderson <kanderson250@users.noreply.github.com>
Co-authored-by: Mary Martinez <mary.diana.martinez@gmail.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>

* Remove elastic search source code

* Elasticsearch v8 testing

Co-authored-by: Lalleh Rafeei <lrafeei@users.noreply.github.com>
Co-authored-by: Enriqueta De Leon <deleonenriqueta@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: Kate Anderson <kanderson250@users.noreply.github.com>
Co-authored-by: Mary Martinez <mary.diana.martinez@gmail.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>

* Scope ES fixture

* ES v8 only supports Python3.6+

* Refactor transport tests for v8

Co-authored-by: Lalleh Rafeei <lrafeei@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Kate Anderson <kanderson250@users.noreply.github.com>
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* Remove extra comments

* Added perform_request_kwargs to test_transport

* Fix some linter issues

* Remove extra newline

* Group es v7 v8 process modules together

* Add auto signature detection & binding

* Use bind_arguments in ES

* Add test for wrapped function

* Add validator for datastore trace inputs

* Use common bind_arguments for PY3

* Fix tests in starlette v0.23.1 (#752)

* Fix tests in starlette v0.23.1

* Fix conditional tests

* Add comment to bg_task test

* Split below es 8 methods from es 8 methods

Note the previous tests in this file to check whether a method was instrumented, did not test anything because they were checking whether the list
of methods that we instrumented were instrumented instead of whether
there were uninstrumented methods on the es client that we missed.

Because we decided due to lack of reporting of bugs by our customers, to not support the buggy wrapping on previous es versions (below es8), we
only added tests to assert all methods were wrapped from es8+. We also
are only testing es8+ wrapping of methods since the previous versions
wrapping behavior may not have been correct due to the signature of the
methods changing without us detecting it due to lack of tests. Since our customers have not reported any issues, it seems not worth it at this time to go back and fix these bugs.

* Remove signature auto detection implementation

* Fixup: remove signature autodetection

* Fixup: cleanup

* Test method calls on all es versions

* Fixup: don't run some methods on es7

---------

Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>
Co-authored-by: mary-martinez <mmartinez@newrelic.com>
Co-authored-by: enriqueta <edeleon@newrelic.com>
Co-authored-by: Tim Pansino <timpansino@gmail.com>
Co-authored-by: Lalleh Rafeei <lrafeei@users.noreply.github.com>
Co-authored-by: Enriqueta De Leon <deleonenriqueta@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: Kate Anderson <kanderson250@users.noreply.github.com>
Co-authored-by: Mary Martinez <mary.diana.martinez@gmail.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>
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* Update contributors workspace link in CONTRIBUTING.rst. (#760)

* Update link in CONTRIBUTING.rst.

* Update to RST syntax.

* [Mega-Linter] Apply linters fixes

---------

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* Add Retry to Pip Install (#763)

* Add retry to pip install

* Fix retry backoff constant

* Fix script failures

---------

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* Add aiohttp support for expected status codes (#735)

* Add aiohttp support for expected status codes

* Adjust naming convention

* Fix expected tests for new validator behavior

---------

Co-authored-by: Timothy Pansino <11214426+TimPansino@users.noreply.github.com>
Co-authored-by: Tim Pansino <timpansino@gmail.com>

* Fix PyPy Priority Sampling Test (#766)

* Fix pypy priority sampling

* [Mega-Linter] Apply linters fixes

* Bump tests

---------

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* Config linter fixes (#768)

* Fix default value and lazy logging pylint

* Fix default value and lazy logging pylint

* Fix unnecessary 'else' in pylint

* Fix logging-not-lazy in pylint

* Fix redefined built-in error in Pylint

* Fix implicit string concatenation in Pylint

* Fix dict() to {} in Pylint

* Make sure eval is OK to use for Pylint

* Fix logging format string for Pylint

* Change list comprehension to generator expression

* [Mega-Linter] Apply linters fixes

* Rerun tests

---------

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* Sync tests w/ agents/cross_agent_tests/pull/150 (#770)

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

* Infinite Tracing Batching & Compression (#762)

* Infinite Tracing Batching and Compression settings (#756)

* Add compression setting

* Add batching setting

* Infinite Tracing Compression (#758)

* Initial commit

* Add compression option in StreamingRPC

* Add compression default to tests

* Add test to confirm compression settings

* Remove commented out code

* Set compression settings from settings override

* Infinite Tracing Batching (#759)

* Initial infinite tracing batching implementation

* Add RecordSpanBatch method to mock grpc server

* Span batching settings and testing.

Co-authored-by: Lalleh Rafeei <lrafeei@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>

* Add final 8t batching tests

* Rename serialization test

* Formatting

* Guard unittests from failing due to batching

* Linting

* Simplify batching algorithm

* Properly wire batching parametrization

* Fix incorrect validator use

* Data loss on reconnect regression testing

Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>

* Test stream buffer batch sizes

* Fix logic in supportability metrics for spans

* Clean up nested conditionals in stream buffer

* Compression parametrization in serialization test

* Formatting

* Update 8t test_no_delay_on_ok

* Update protobufs

* Remove unnecessary patching from test

* Fix waiting in supportability metric tests

* Add sleep to waiting in test

* Reorder sleep and condition check

* Mark no data loss xfail for py2.

* Fix conditional check

* Fix flake8 linter issues

---------

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Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hstepanek@newrelic.com>

* Infinite Tracing Supportability Feature Toggle Metrics (#769)

* Add 8T feature toggle supportability metrics

* Remove supportability metrics when 8t is disabled.

* Formatting

---------

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Co-authored-by: Lalleh Rafeei <lrafeei@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
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* Fix DT settings for txn feature tests (#771)

* Fix pyramid testing versions (#764)

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

* Fix Ariadne Middleware Testing (#776)

* Fix ariadne middleware testing

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Co-authored-by: Lalleh Rafeei <lrafeei@users.noreply.github.com>

* [Mega-Linter] Apply linters fixes

* Bump tests

---------

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Co-authored-by: Lalleh Rafeei <lrafeei@users.noreply.github.com>
Co-authored-by: TimPansino <TimPansino@users.noreply.github.com>

* Exclude merged PRs from automatic mergify actions. (#774)

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

* Refactor Code Coverage (#765)

* Reorder dependency of code coverage fixture

* Fix tests with coverage disabled

* Refactor code coverage fixture

* Clean out old coverage settings

* Fix missing code coverage fixture

* Fix pypy priority sampling

* Start coverage from pytest-cov for better tracking

* Refactor coverage config file

* Ripping out coverage fixtures

* Move tool config to bottom of tox.ini

* Disabling py27 warning

* Renaming env var

---------

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* Add GraphQL Introspection Setting (#783)

* Add graphql introspection setting

* Sort settings object hierarchy

* Add test for introspection queries setting

* Expand introspection queries testing

* [Mega-Linter] Apply linters fixes

* Adjust introspection detection for graphql

---------

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* Fix instance info tests for redis. (#784)

* Fix instance info tests for redis.

* [Mega-Linter] Apply linters fixes

---------

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* Fix Redis Instance Info (#790)

* Fix failing redis test for new default behavior

* Revert "Fix instance info tests for redis. (#784)"

This reverts commit f7108e3c2a54ab02a1104f6c16bd5fd799b9fc7e.

* Guard GraphQL Settings Lookup (#787)

* Guard graphql settings lookup

* [Mega-Linter] Apply linters fixes

* Bump tests

* Update graphql settings test

---------

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* Errors Inbox Improvements (#791)

* Errors inbox attributes and tests (#778)

* Initial errors inbox commit

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* Add enduser.id field

* Move validate_error_trace_attributes into validators directory

* Add error callback attributes test

* Add tests for enduser.id & error.group.name

Co-authored-by: Timothy Pansino <TimPansino@users.noreply.github.com>

* Uncomment code_coverage

* Drop commented out line

---------

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* Error Group Callback API (#785)

* Error group initial implementat…
@umaannamalai umaannamalai requested a review from a team September 14, 2023 20:40
@umaannamalai umaannamalai changed the title Add sklearn instrumentation Add sklearn instrumentation and ML model feature support Sep 14, 2023
* 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.

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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

* Change logic in BG Wrappers

---------

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* 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)

---------

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* 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

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commit 3fb6a6cd32c3a7fcfa1874aeb68e2cf3c23ea85c
Author: Tim Pansino <timpansino@gmail.com>
Date:   Wed Jul 26 16:11:17 2023 -0700

    Add async collection instrumentation

commit 7851baf92ece9d7aa85c0286b32aa8249d3b2191
Author: Tim Pansino <timpansino@gmail.com>
Date:   Wed Jul 26 15:58:12 2023 -0700

    Squashed commit of the following:

    commit 9d411e00e37476be4ce0c40c7e64e71c4a09cfc6
    Author: Tim Pansino <timpansino@gmail.com>
    Date:   Wed Jul 26 15:57:39 2023 -0700

        Clean out unnecessary code

    commit cb550bad9bb9e15edfdcef5dd361022448e0348f
    Author: Tim Pansino <timpansino@gmail.com>
    Date:   Wed Jul 26 14:27:01 2023 -0700

        Allow better parallelization in firestore tests

commit c49a1cf0b079c53f61192de589efa32044712b58
Author: Tim Pansino <timpansino@gmail.com>
Date:   Wed Jul 26 15:54:13 2023 -0700

    Add async client instrumentation

commit c857358cc89d064fa7dddb5a6a0f2069496db708
Author: Tim Pansino <timpansino@gmail.com>
Date:   Wed Jul 26 15:53:21 2023 -0700

    Fix issue in async generator wrapper

commit 5693dd2f3ca2c23bc170b1e2cd9ea87862d9d80f
Author: Tim Pansino <timpansino@gmail.com>
Date:   Wed Jul 26 14:27:01 2023 -0700

    Allow better parallelization in firestore tests

commit fbe40eaf4eb9da57fd6cb881328087fedc0dc2d9
Author: Tim Pansino <timpansino@gmail.com>
Date:   Wed Jul 26 14:22:53 2023 -0700

    Add async generator wrapper

commit b9a91e574a8e183249549f223bb4090226467f80
Author: Tim Pansino <timpansino@gmail.com>
Date:   Wed Jul 26 12:21:25 2023 -0700

    Consumer iterators on <=Py38

commit ef06df5dca7d6e6f0f7e96700544514b99e9c132
Author: Tim Pansino <timpansino@gmail.com>
Date:   Wed Jul 26 12:01:25 2023 -0700

    Add transaction instrumentation

commit 2ce45c85ebf0a6951884c675d6cad77486988b7b
Author: Tim Pansino <timpansino@gmail.com>
Date:   Tue Jul 25 15:55:50 2023 -0700

    Instrument Firestore batching

commit d17b62f720c98216fe5e80df13234ab84ccd9924
Author: Tim Pansino <timpansino@gmail.com>
Date:   Tue Jul 25 15:31:48 2023 -0700

    Rename methods for clarity

commit 6214f0bc5926b0b76acdf4bad612cc2710eeb3c7
Author: Tim Pansino <timpansino@gmail.com>
Date:   Tue Jul 25 15:30:23 2023 -0700

    Combine query test files

commit b4e87005d6b15c777563dc9ba1885612b384c61e
Author: Tim Pansino <timpansino@gmail.com>
Date:   Tue Jul 25 15:23:03 2023 -0700

    Simplify collection lookup

commit a0c78a22dbd4ac43d7ef0cb444614683ce76142b
Author: Tim Pansino <timpansino@gmail.com>
Date:   Tue Jul 25 15:18:51 2023 -0700

    Fix deprecation warning

commit 44598cc271e4a8d5d2962284894a9547372efdbe
Author: Tim Pansino <timpansino@gmail.com>
Date:   Tue Jul 25 15:15:13 2023 -0700

    Add query and aggregation query instrumentation

commit b9eaa5b35144be48243e6315b8c64ad599d6a4de
Author: Tim Pansino <timpansino@gmail.com>
Date:   Tue Jul 25 13:33:42 2023 -0700

    Client instrumentation

commit 19f5a48326b6aa51c1deb7e3acc2e5e6ba6ef749
Author: Tim Pansino <timpansino@gmail.com>
Date:   Mon Jul 24 15:55:52 2023 -0700

    Remove unnecessary settings lookups

commit ba7850a06a48005612e59b44c1a509d28f99f86d
Author: Tim Pansino <timpansino@gmail.com>
Date:   Mon Jul 24 15:44:54 2023 -0700

    Simplify existing instrumentation

commit e07ffc3efb351769614c67425f7352dc4217e6be
Author: Tim Pansino <timpansino@gmail.com>
Date:   Mon Jul 24 15:44:10 2023 -0700

    Remove unnecessary instrumentation

* Add instance info to async client

* Simplify lookup logic for instance info

* Precompute closures for memory usage

* Undo wrapper edits

* Fix typo

* Change port from int ot str

* Fix Generator Wrappers (#890)

* Fix async wrapper implementations

* Add regression testing

---------

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---------

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* Base Devcontainer on CI Image (#873)

* Base devcontainer on ci image

* Build arm image on main

* Fix syntax

---------

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* Add support for redis v5. (#895)

* Instrumentat methods added in redis v5 release.

* Update metrics in redis tests.

* Use importlib.metadata first to avoid deprecation warnings (#878)

* Use importlib.metadata first to avoid deprecation warnings

* Use get distribution name of module before fetching its version

* Add support for Python versions < 3.9

* Fix conditional for packages_distributions

* Linter fixes

* Remove fixture in favor of test skips

---------

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* Fix Normalization Rules (#894)

* Fix cross agent tests to run from anywhere

* Cover failures in rules engine with testing

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* Patch metrics not being properly ignored

* Patch normalization rule init default arguments

* Clean up to match other fixture setups

---------

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* Fix database instance metric bug (#905)

* Remove enable_datastore_instance_feature

This was added in 2016 when the database instance feature was first developed. It
appears to be a method of gating this feature internally within the agent at the time
that it was implemented. However, it is not needed now and database instrumentations
that don't call this are actually broken in that the metric that is used to create the
service map (namely `Datastore/instance/MySQL/<host>/<port>`) does not get created due
to not calling this enable feature function.

* Rename cross agent test

* Add Database/instance metric check

* Add check for both path and file (#907)

* Update structlog instrumentation. (#865)

* Add structlog instrumentation. (#685)

* Add initial structlog instrumentation.

* Cleanup.

* Add processor filtering and attribute testing.

* Add more filtering tests.

* Add co-authors.

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* Remove pylint codes from flake8 config (#701)

* Create pytest fixtures and cleanup tests.

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* Updates to release structlog instrumentation.

* Update pypy testing versions.

* Update from pypy37 to pypy38 for structlog.

---------

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* GraphQL Async Instrumentation Support (#908)

* Add GraphQL Server Sanic Instrumentation

* Co-authored-by: Timothy Pansino <TimPansino@users.noreply.github.com>
Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>

* Add co-authors

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* Comment out Copyright notice message

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* Finalize Sanic testing

* Fix flask framework details with callable

* Parametrized testing for graphql-server

* GraphQL Async Resolvers

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* GraphQL Proper Coro and Promise Support (#508)

* Fix GraphQL async issues

* Fix nonlocal binding issues in python 2

* Fix promises with async graphql

* Issues with promises

* Fix promises in graphql2

* Fixed all graphql async issues

* Fix Py27 quirks

* Update tox

* Fix importing paths of graphqlserver

* Fix broken import path

* Unpin pypy37

* Fix weird import issues

* Fix graphql impl coros (#522)

* Strawberry Async Updates (#521)

* Parameterize strawberry tests

* Remove duplicate functions

* Fix strawberry version testing

* Updates

* Finalize strawberry updates

* Clean out code

* Ariadne Async Testing (#523)

* Parameterize ariadne tests

* Fixing ariadne tests

* Fixing ariadne middleware

* Set 0 extra spans for graphql core tests

* Add spans attr to strawberry tests

* Graphene Async Testing (#524)

* Graphene Async Testing

* Fix missing extra spans numbers

* Graphene promise tests

* Fix py2 imports

* Removed unused __init__

* Update code level metrics validator for py2

* Unify graphql testing imports

* Fix ariadne imports

* Fix other imports

* Fix import issues

* Merge main into develop-graphql-async (#892)

* Update Versioning Scheme (#651)

* Update versioning scheme to 3 semver digits

* Fix version indexing

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* Remove version truncation

* [Mega-Linter] Apply linters fixes

* Bump tests

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* Fix Trace Finalizer Crashes (#652)

* Patch crashes in various traces with None settings

* Add tests for graphql trace types to unittests

* Add test to ensure traces don't crash in finalizer

* [Mega-Linter] Apply linters fixes

* Bump tests

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* Add usage tracking metrics for Kafka clients. (#658)

* Add usage tracking metrics for Kafka clients.

* Fix double import lint error

* [Mega-Linter] Apply linters fixes

* Create version util file and add metrics to consumer.

* Address linting errors.

* Add missing semi-colon.

* [Mega-Linter] Apply linters fixes

* Bump tests.

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* Deprecate add_custom_parameter(s) API (#655)

* Deprecate add_custom_parameter(s) API

* Fix unicode tests and some pylint errors

* Fix more pylint errors

* Revert "Fix more pylint errors"

This reverts commit 807ec1c5c40fe421300ccdcd6fedd81f288dce2c.

* Edit deprecation message in add_custom_parameters

* Add usage metrics for Daphne and Hypercorn. (#665)

* Add usage metrics for Daphne and Hypercorn.

* [Mega-Linter] Apply linters fixes

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* Fix Flask view support in Code Level Metrics (#664)

* Fix Flask view support in Code Level Metrics

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* [Mega-Linter] Apply linters fixes

* Bump tests

* Fix CLM tests for flaskrest

* [Mega-Linter] Apply linters fixes

* Bump tests

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* Fix aioredis version crash (#661)

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* Add double wrapped testing for Hypercorn and Daphne and dispatcher argument to WSGI API.  (#667)

* Add double wrapped app tests.

* Fix linting errors.

* [Mega-Linter] Apply linters fixes

* Add co-authors.

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* Add Python 3.11 Support (#654)

* Add py311 tests

* Fix typo

* Added 3.11 support for aiohttp framework

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* Set up environment to run Python 3.11

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* Add Python 3.11 support for agent_features

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* Partial Python 3.11 support added for Tornado

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* Adjust postgres versions

* Fix tornado install path locally

* Remove aioredis py311 tests

* Update 3.11 to dev in tests

* Fix sanic instrumentation and imp/importlib deprecation

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* Simplify wheel build options

* Update cibuildwheel for 3.11

* Remove falconmaster py311 test

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* Remove devcontainer submodule (#669)

* Uncomment NewRelicContextFormatter from agent.py (#676)

* Fix botocore tests for botocore v1.28.1+ (#675)

* Fix botocore tests for botocore v1.28.1+

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* Fix boto3 tests for botocore v1.28.1+

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* Fix boto3 tests for python 2.7

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* Feature increased custom event limit (#674)

* Update reservoir size for custom events.

* [Mega-Linter] Apply linters fixes

* Increase custom event limit. (#666)

* Remove duplicated CUSTOM_EVENT_RESERVOIR_SIZE

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* Add python 3.11 stable release to GHA (#671)

* Double kafka test runners (#677)

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* Fix failing flask_rest tests (#683)

* Pin flask-restx in flask_rest tests for 2.7

flask-restx dropped support for 2.7 in 1.0.1.

* Drop support for flask-restplus

flask-restx replaced flask-restplus. flask-restplus's latest version supports 3.6 which
we don't even support anymore.

* Fix failing botocore tests (#684)

* Change queue url for botocore>=1.29.0

botocore >=1.29.0 uses sqs.us-east-1.amazonaws.com url instead of queue.amazonaws.com.

* Use tuple version instead of str

* Change botocore129->botocore128

* Add record_log_event to public api (#681)

* Add patch for sentry SDK to correct ASGI v2/v3 detection. (#680)

* Add patch for sentry to correct ASGI v2/v3 detection.

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* [Mega-Linter] Apply linters fixes

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* Update pip install command (#688)

* Validator transfer from fixtures.py to validators directory, Part 1 (#672)

* Move validate_transaction_metrics to validators directory

* Comment out original validate_transaction_metrics from fixtures.py

* Move validate_time_metrics_outside_transaction to validators directory

* Move validate_internal_metrics into validators directory and fixed validate_transaction_metrics

* Move validate_transaction_errors into validators directory

* Move validate_application_errors into validators directory

* Move validate_custom_parameters into validators directory

* Move validate_synthetics_event into validators directory

* Move validate_transaction_event_attributes into validators directory

* Move validate_non_transaction_error_event into validators directory

* Fix import issues

* Fix (more) import issues

* Fix validate_transaction_metrics import in aioredis

* Remove commented code from fixtures.py

* Initialize ExternalNode properties (#687)

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* Fix package_version_utils.py logic (#689)

* Fix package_version_utils.py logic

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* Move description of func into func itself

* typecast lists into tuples

* Remove breakpoints

* Empty _test_package_version_utils.py

* Make changes to the test

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* Pin Github Actions Runner to Ubuntu 20 for Py27 (#698)

* Pin Github Actions runner to ubuntu 20 for Py27

* Upgrade setup-python

* Fix Confluent Kafka Producer Arguments (#699)

* Add confluentkafka test for posargs/kwargs

* Fix confluent kafka topic argument bug

* More sensible producer arguments

* Fix tornado master tests & instrument redis 4.3.5 (#695)

* Remove 3.7 testing of tornado master

tornadomaster dropped support for 3.7

* Instrument new redis 4.3.5 client methods

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* Remove pylint codes from flake8 config (#701)

* Validator transfer from fixtures.py to validators directory, Part 2 (#690)

* Move validate_transaction_metrics to validators directory

* Comment out original validate_transaction_metrics from fixtures.py

* Move validate_time_metrics_outside_transaction to validators directory

* Move validate_internal_metrics into validators directory and fixed validate_transaction_metrics

* Move validate_transaction_errors into validators directory

* Move validate_application_errors into validators directory

* Move validate_custom_parameters into validators directory

* Move validate_synthetics_event into validators directory

* Move validate_transaction_event_attributes into validators directory

* Move validate_non_transaction_error_event into validators directory

* Move validate_application_error_trace_count into validators directory

* Move validate_application_error_event_count into validators directory

* Move validate_synthetics_transaction_trace into validators directory

* Move validate_tt_collector_json to validators directory

* Move validate_transaction_trace_attributes into validator directory

* Move validate_transaction_error_trace_attributes into validator directory

* Move validate_error_trace_collector_json into validator directory

* Move validate_error_event_collector_json into validator directory

* Move validate_transaction_event_collector_json into validator directory

* Fix import issues from merge

* Fix some pylint errors

* Revert 'raise ValueError' to be PY2 compatible

* Delete commented lines

* Fix bug in celery where works don't report data (#696)

This fixes Missing information from Celery workers when using MAX_TASKS_PER_CHILD
issue.

Previously, if celery was run with the --loglevel=INFO flag, an agent instance would be
created for the main celery process and after the first worker shutdown, all following
worker's agent instances would point to that agent instance instead of creating a new
instance. This was root caused to incorrectly creating an agent instance when
application activate was not set. Now no agent instance will be created for the main
celery process.

* Reverts removal of flask_restful hooks. (#705)

* Update instrumented methods in redis. (#707)

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Co-authored-by: Uma Annamalai <umaannamalai@users.noreply.github.com>
Co-authored-by: Hannah Stepanek <hmstepanek@users.noreply.github.com>

* Add TraceCache Guarded Iteration (#704)

* Add MutableMapping API to TraceCache

* Update trace cache usage to use guarded APIs.

* [Mega-Linter] Apply linters fixes

* Bump tests

* Fix keys iterator

* Comments for trace cache methods

* Reorganize tests

* Fix fixture refs

* Fix testing refs

* [Mega-Linter] Apply linters fixes

* Bump tests

* Upper case constant

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* Fix Type Constructor Classes in Code Level Metrics (#708)

* Fix CLM exception catching

* Reorganize CLM Tests

* Add type constructor tests to CLM

* Fix line number

* Pin tox version

* Fix lambda tests in CLM

* Fix lint issues

* Turn helper func into pytest fixture

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* Fix sanic and starlette tests (#734)

* Fix sanic tests

* Tweak test fix for sanic

* Remove test for v18.12 in sanic (no longer supported)

* Pin starlette latest to v0.23.1 (for now)

* Add comment in tox about pinned starlette version

* Add methods to instrument (#738)

* Add card to instrumented methods in Redis (#740)

* Add DevContainer (#711)

* Add devcontainer setup

* Add newrelic env vars to passenv

* Add default extensions

* Add devcontainer instructions to contributing docs

* Convert smart quotes in contributing docs.

* Apply proper RST formatting

* [Mega-Linter] Apply linters fixes

* Add GHCR to prerequisites

* [Mega-Linter] Apply linters fixes

* Bump tests

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* Module classmethod fix (#662)

* Fix function_wrapper calls to module

* Fix wrapper in pika hook

* Revert elasticsearch instrumentation

* Revert some wrap_function_wrappers to orig

* Remove comments/breakpoints

* Fix hooks in elasticsearch

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* Fix log decorating to be JSON compatible (#736)

* Initial addition of JSON capability

* Add NR-LINKING metadata JSON combatibility

* Remove breakpoint

* Hardcode local log decorating tests

* Tweak linking metatdata parsing/adding

* Revert "Fix log decorating to be JSON compatible" (#746)

* Revert "Fix log decorating to be JSON compatible (#736)"

This reverts commit 0db5fee1e5d44b0791dc517ac9f5d88d1240a340.

* [Mega-Linter] Apply linters fixes

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* Add apdexPerfZone attribute to Transaction. (#753)

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* Fix tests in starlette v0.23.1 (#752)

* Fix tests in starlette v0.23.1

* Fix conditional tests

* Add comment to bg_task test

* Support `redis.asyncio` (#744)

* Support `redis.asyncio`

* Fix `flake8` issues

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* Redis Asyncio Testing (#750)

* Add standardized method for package version tuples

* Adapt aioredis tests to redis.asyncio

* Standardize version tuple

* Refresh uninstrumented redis methods

* Fix aioredis version checking

* Remove aioredis version function

* CodeCov Integration (#710)

* Add aggregate coverage settings to tox.ini

* Refactor coverage fixture for GHA

* Send coverage data files

* Linter fixes

* Configure codecov report

* Yield cov handle from fixture

* Fix empty coverage fixture

* Specify artifact download dir

* Find coverage files with find command

* Add concurrency cancelling to github actions

* uncomment test deps

* Fix or symbol

* Fix concurrency groups

* Linter fixes

* Add comment for yield None in fixture

* [Mega-Linter] Apply linters fixes

* Bump Tests

---------

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* Mergify (#761)

* Add mergify config file

* Remove priority

* Clean up mergify rules

* Add non-draft requirement for merge

* Add merge method

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* Linting

---------

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* Elasticsearch v8 support (#741)

* Fix function_wrapper calls to module

* Fix wrapper in pika hook

* Revert elasticsearch instrumentation

* Revert some wrap_function_wrappers to orig

* Remove comments/breakpoints

* Fix hooks in elasticsearch

* Add new client methods from v8 and their hooks

* Add elasticsearch v8 to workflow and tox

* Fix indices for elasticsearch01

* Disable xpack security in elasticsearch v8.0

* Start to add try/except blocks in tests

* Add support for v8 transport

* add support for v8 connection

* Add tests-WIP

* Clean up most tests

* Clean up unused instrumentation

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* Remove elastic search source code

* Elasticsearch v8 testing

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* Scope ES fixture

* ES v8 only supports Python3.6+

* Refactor transport tests for v8

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* Remove extra comments

* Added perform_request_kwargs to test_transport

* Fix some linter issues

* Remove extra newline

* Group es v7 v8 process modules together

* Add auto signature detection & binding

* Use bind_arguments in ES

* Add test for wrapped function

* Add validator for datastore trace inputs

* Use common bind_arguments for PY3

* Fix tests in starlette v0.23.1 (#752)

* Fix tests in starlette v0.23.1

* Fix conditional tests

* Add comment to bg_task test

* Split below es 8 methods from es 8 methods

Note the previous tests in this file to check whether a method was instrumented, did not test anything because they were checking whether the list
of methods that we instrumented were instrumented instead of whether
there were uninstrumented methods on the es client that we missed.

Because we decided due to lack of reporting of bugs by our customers, to not support the buggy wrapping on previous es versions (below es8), we
only added tests to assert all methods were wrapped from es8+. We also
are only testing es8+ wrapping of methods since the previous versions
wrapping behavior may not have been correct due to the signature of the
methods changing without us detecting it due to lack of tests. Since our customers have not reported any issues, it seems not worth it at this time to go back and fix these bugs.

* Remove signature auto detection implementation

* Fixup: remove signature autodetection

* Fixup: cleanup

* Test method calls on all es versions

* Fixup: don't run some methods on es7

---------

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* Update contributors workspace link in CONTRIBUTING.rst. (#760)

* Update link in CONTRIBUTING.rst.

* Update to RST syntax.

* [Mega-Linter] Apply linters fixes

---------

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* Add Retry to Pip Install (#763)

* Add retry to pip install

* Fix retry backoff constant

* Fix script failures

---------

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* Add aiohttp support for expected status codes (#735)

* Add aiohttp support for expected status codes

* Adjust naming convention

* Fix expected tests for new validator behavior

---------

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* Fix PyPy Priority Sampling Test (#766)

* Fix pypy priority sampling

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---------

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* Config linter fixes (#768)

* Fix default value and lazy logging pylint

* Fix default value and lazy logging pylint

* Fix unnecessary 'else' in pylint

* Fix logging-not-lazy in pylint

* Fix redefined built-in error in Pylint

* Fix implicit string concatenation in Pylint

* Fix dict() to {} in Pylint

* Make sure eval is OK to use for Pylint

* Fix logging format string for Pylint

* Change list comprehension to generator expression

* [Mega-Linter] Apply linters fixes

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---------

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* Sync tests w/ agents/cross_agent_tests/pull/150 (#770)

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* Infinite Tracing Batching & Compression (#762)

* Infinite Tracing Batching and Compression settings (#756)

* Add compression setting

* Add batching setting

* Infinite Tracing Compression (#758)

* Initial commit

* Add compression option in StreamingRPC

* Add compression default to tests

* Add test to confirm compression settings

* Remove commented out code

* Set compression settings from settings override

* Infinite Tracing Batching (#759)

* Initial infinite tracing batching implementation

* Add RecordSpanBatch method to mock grpc server

* Span batching settings and testing.

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* Add final 8t batching tests

* Rename serialization test

* Formatting

* Guard unittests from failing due to batching

* Linting

* Simplify batching algorithm

* Properly wire batching parametrization

* Fix incorrect validator use

* Data loss on reconnect regression testing

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* Test stream buffer batch sizes

* Fix logic in supportability metrics for spans

* Clean up nested conditionals in stream buffer

* Compression parametrization in serialization test

* Formatting

* Update 8t test_no_delay_on_ok

* Update protobufs

* Remove unnecessary patching from test

* Fix waiting in supportability metric tests

* Add sleep to waiting in test

* Reorder sleep and condition check

* Mark no data loss xfail for py2.

* Fix conditional check

* Fix flake8 linter issues

---------

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* Infinite Tracing Supportability Feature Toggle Metrics (#769)

* Add 8T feature toggle supportability metrics

* Remove supportability metrics when 8t is disabled.

* Formatting

---------

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* Fix DT settings for txn feature tests (#771)

* Fix pyramid testing versions (#764)

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* Fix Ariadne Middleware Testing (#776)

* Fix ariadne middleware testing

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* [Mega-Linter] Apply linters fixes

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* Exclude merged PRs from automatic mergify actions. (#774)

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* Refactor Code Coverage (#765)

* Reorder dependency of code coverage fixture

* Fix tests with coverage disabled

* Refactor code coverage fixture

* Clean out old coverage settings

* Fix missing code coverage fixture

* Fix pypy priority sampling

* Start coverage from pytest-cov for better tracking

* Refactor coverage config file

* Ripping out coverage fixtures

* Move tool config to bottom of tox.ini

* Disabling py27 warning

* Renaming env var

---------

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* Add GraphQL Introspection Setting (#783)

* Add graphql introspection setting

* Sort settings object hierarchy

* Add test for introspection queries setting

* Expand introspection queries testing

* [Mega-Linter] Apply linters fixes

* Adjust introspection detection for graphql

---------

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* Fix instance info tests for redis. (#784)

* Fix instance info tests for redis.

* [Mega-Linter] Apply linters fixes

---------

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* Fix Redis Instance Info (#790)

* Fix failing redis test for new default behavior

* Revert "Fix instance info tests for redis. (#784)"

This reverts commit f7108e3c2a54ab02a1104f6c16bd5fd799b9fc7e.

* Guard GraphQL Settings Lookup (#787)

* Guard graphql settings lookup

* [Mega-Linter] Apply linters fixes

* Bump tests

* Update graphql settings test

---------

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* Errors Inbox Improvements (#791)

* Errors inbox attributes and tests (#778)

* Initial errors inbox commit

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* Add enduser.id field

* Move validate_error_trace_attributes into validators directory

* Add error callback attributes test

* Add tests for enduser.id & error.group.name

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* Uncomment code_coverage

* Drop commented out line

---------

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* Error Group Callback API (#785)

* Error group initial implementation

* Rewrite…
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TimPansino and others added 2 commits September 14, 2023 14:54
* Disable sending of ML events by default.

* Override settings for ML event testing.

* Update scikit-learn tests with settings overrides.

* Update all scikitlearn tests with enabled settings override.

* Revert Update all scikitlearn tests with enabled settings override.

* Formatting.
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Codecov Report

Merging #921 (3465cdd) into main (eff66b5) will increase coverage by 0.40%.
The diff coverage is 87.67%.

@@            Coverage Diff             @@
##             main     #921      +/-   ##
==========================================
+ Coverage   81.34%   81.75%   +0.40%     
==========================================
  Files         186      190       +4     
  Lines       18688    19581     +893     
  Branches     3267     3401     +134     
==========================================
+ Hits        15202    16008     +806     
- Misses       2547     2590      +43     
- Partials      939      983      +44     
Files Changed Coverage Δ
newrelic/core/transaction_node.py 97.45% <ø> (ø)
newrelic/core/agent.py 63.47% <60.00%> (-0.47%) ⬇️
newrelic/api/application.py 78.70% <66.66%> (-1.10%) ⬇️
newrelic/core/stats_engine.py 82.61% <68.99%> (-2.16%) ⬇️
newrelic/api/transaction.py 84.93% <75.55%> (-0.45%) ⬇️
newrelic/core/agent_protocol.py 95.49% <82.35%> (-2.42%) ⬇️
newrelic/core/application.py 68.22% <83.33%> (+1.66%) ⬆️
newrelic/core/attribute.py 95.90% <83.33%> (ø)
newrelic/api/ml_model.py 88.88% <88.88%> (ø)
newrelic/core/config.py 94.21% <88.88%> (-0.30%) ⬇️
... and 7 more

... and 2 files with indirect coverage changes

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@hmstepanek hmstepanek merged commit 17cd48d into main Sep 25, 2023
44 of 46 checks passed
@hmstepanek hmstepanek deleted the develop-scikitlearn branch September 25, 2023 20:23
@mergify mergify bot removed the tests-failing label Sep 25, 2023
@hmstepanek hmstepanek added this to the v9.1.0 milestone Sep 25, 2023
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5 participants