new bi sample benchmark tests

.git-blame-ignore-revs

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+# .git-blame-ignore-revs
+
+# Build time improvements
+9d2c8ef41589a4e8635b972911d25c0125dc3728
+
+# Moving implementation from column.hpp to column.cpp
+# Reordering/removing some inclusions
+801cf4b6f0f9ec0a997311fbdc14639537d3bbb6
+
+# Moving implementation from data_error.hpp to data_error.cpp
+9e10e4b129eadba325db50ec1c683f3aeca1d6ea
+
+# maint: Remove headers in types.hpp
+f32e342aeaf598e36a3ef20c5e0364a9b8956975
+
+# maint: Move implementations in memory_segment_impl.hpp to `memory_segment_impl.cpp`
+8cf2a80d7c2f8539718cad038128f663a8e96810
+
+# maint: Remove unneeded includes
+fbc2a76bdbf56c0181b38caa76863b1e4c5e5bec
+
+# build: Remove some adherence to folly
+44aaab5493b8132453591b653ab07f432f88b557
+
+# Clean and reorganize `OffsetString` and `StringPool`
+06a252f99f9e0c1cc19dd95c61dd239ddf68845c

.github/CODEOWNERS

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+/cpp/ @alexowens90 @willdealtry @poodlewars
+/python/ @alexowens90 @willdealtry @poodlewars

.github/ISSUE_TEMPLATE/bug_report.yaml

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+name: Bug Report
+description: Create a report to help us reproduce and correct the bug
+labels: ['bug']
+
+body:
+- type: markdown
+  attributes:
+    value: >
+      #### Before submitting a bug, please make sure the issue hasn't been already
+      addressed by searching through [the past issues](https://github.com/man-group/ArcticDB/issues).
+
+- type: textarea
+  attributes:
+    label: Describe the bug
+    description: >
+      A clear and concise description of what the bug is.
+
+- type: textarea
+  attributes:
+    label: Steps/Code to Reproduce
+    description: |
+      Please add a [minimal code example](https://matthewrocklin.com/minimal-bug-reports) that can reproduce the error
+      and the output/exception/stack trace if possible.
+
+      Be as succinct as possible and avoid external data files. Instead you can generate synthetic data using `numpy.random`.
+      If your bug report appears to be dependent on external data files and cannot be reproduced without them, please describe your data
+      files in as much detail as you can.
+
+      If the code is too long, feel free to put it in a [public gist](https://gist.github.com) and link it in the issue.
+
+      We acknowledge that this requires some effort but it really helps us locate the problem and we thank you for helping us out ❤️
+    placeholder: |
+      ```python
+      from arcticdb import Arctic
+
+      Arctic()
+      ```
+
+      Output:
+      ```python-traceback
+      ---------------------------------------------------------------------------
+      TypeError                                 Traceback (most recent call last)
+      Cell In[4], line 1
+      ----> 1 Arctic()
+      TypeError: Arctic.__init__() missing 1 required positional argument: 'uri'
+      ```
+  validations:
+    required: true
+
+- type: textarea
+  attributes:
+    label: Expected Results
+    placeholder: >
+      Example: No error is thrown.
+  validations:
+    required: true
+
+- type: textarea
+  attributes:
+    label: OS, Python Version and ArcticDB Version
+    description: |
+      Run this command and paste the result bellow:
+        ```bash
+        python3 -c "import sys; print('Python:', sys.version); import platform; print('OS:', platform.platform()); import arcticdb; print('ArcticDB:', arcticdb.__version__);"
+        ```
+    placeholder: >
+      Python: 3.11.3 | packaged by conda-forge | (main, Apr  6 2023, 08:57:19) [GCC 11.3.0]
+      OS: Linux-6.2.15-300.fc38.x86_64-x86_64-with-glibc2.37
+      ArcticDB: 1.1.0
+  validations:
+    required: true
+
+- type: input
+  attributes:
+    label: Backend storage used
+    placeholder: >
+      AWS S3, GCP S3, LMDB, etc.
+
+- type: textarea
+  attributes:
+    label: Additional Context
+    description: |
+      Add any other context about the problem here.
+
+- type: markdown
+  attributes:
+    value: >
+      Thank you for contributing to ArcticDB!

.github/ISSUE_TEMPLATE/feature_request.md

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+---
+name: Feature request
+about: Suggest an idea for this project
+title: ''
+labels: enhancement
+assignees: ''
+
+---
+
+**Is your feature request related to a problem? Please describe.**
+A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.

.github/PULL_REQUEST_TEMPLATE.md

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+#### Reference Issues/PRs
+<!--Example: Fixes #1234. See also #3456.-->
+
+#### What does this implement or fix?
+
+#### Any other comments?
+
+#### Checklist
+
+<details>
+  <summary>
+   Checklist for code changes...
+  </summary>
+
+ - [ ] Have you updated the relevant docstrings, documentation and copyright notice?
+ - [ ] Is this contribution tested against [all ArcticDB's features](../docs/mkdocs/docs/technical/contributing.md)?
+ - [ ] Do all exceptions introduced raise appropriate [error messages](https://docs.arcticdb.io/error_messages/)?
+ - [ ] Are API changes highlighted in the PR description?
+ - [ ] Is the PR labelled as enhancement or bug so it appears in autogenerated release notes?
+</details>
+
+<!--
+Thanks for contributing a Pull Request to ArcticDB! Please ensure you have taken a look at:
+ - ArcticDB's Code of Conduct: https://github.com/man-group/ArcticDB/blob/master/CODE_OF_CONDUCT.md
+ - ArcticDB's Contribution Licensing: https://github.com/man-group/ArcticDB/blob/master/docs/mkdocs/docs/technical/contributing.md#contribution-licensing
+-->

.github/actions/run_local_pytest/action.yml

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+name: 'Run Local Pytest'
+description: 'Installs Python dependencies and runs Pytest against locally built ArcticDB binaries'
+inputs:
+  build_type:        {default: 'release', type: string, description: Specifies whether the build that we are testing is release or debug}
+  threads:           {default: '1', type: string, description: Specifies the number of threads that will be used for tests }
+  fast_tests_only:   {default: '0', type: string, description: Specifies whether we want to run only the fast tests or not }
+  other_params:      {default: '', type: string, description: Other params that should be passed to the python command }
+runs:
+  using: "composite"
+  steps:
+    - name: Run local pytests
+      shell: bash
+      run: |
+        yum install nodejs npm -y
+        npm config set strict-ssl false
+        npm install -g azurite
+
+        cd python
+        ln -s ../cpp/out/linux-${{ inputs.build_type }}-build/arcticdb/arcticdb_ext.cpython-36m-x86_64-linux-gnu.so
+        export ARCTICDB_RAND_SEED=$RANDOM
+        python ${{inputs.other_params}} -m pytest --timeout=3600 -n ${{ inputs.threads }} tests
+      env:
+        TEST_OUTPUT_DIR: ${{ runner.temp }}
+        ARCTICDB_FAST_TESTS_ONLY: ${{ inputs.fast_tests_only }}
+        # Use the Mongo created in the service container above to test against
+        CI_MONGO_HOST: mongodb

.github/actions/set_persistent_storage_env_vars/action.yml

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+name: 'Set Persistent storages env variables'
+description: 'Set the necessary variables for Persistent storage tests'
+inputs:
+  bucket:            {default: 'arcticdb-ci-test-bucket-02', type: string, description: The name of the S3 bucket that we will test against}
+  endpoint:          {default: 'https://s3.eu-west-1.amazonaws.com', type: string, description: The address of the S3 endpoint}
+  region:            {default: 'eu-west-1', type: string, description: The S3 region of the bucket}
+  aws_access_key:    {required: true, type: string, description: The value for the AWS Access key}      
+  aws_secret_key:    {required: true, type: string, description: The value for the AWS Secret key}
+  strategy_branch:   {default: 'ignore', type: string, description: a unique combination of the parameters for the given job strategy branch, e.g. linux_cp36} 
+runs:
+  using: "composite"
+  steps:
+    - name: Set real storage variables
+      shell: bash
+
+      run: |
+        # Common
+        echo "ARCTICDB_PERSISTENT_STORAGE_TESTS=1" >> $GITHUB_ENV
+        echo "ARCTICDB_PERSISTENT_STORAGE_UNIQUE_ID=${{ github.ref_name }}_${{ github.run_id }}" >> $GITHUB_ENV
+        echo "ARCTICDB_PERSISTENT_STORAGE_STRATEGY_BRANCH=${{ inputs.strategy_branch }}" >> $GITHUB_ENV
+        # This is the top level path for all test, this is where to write data that should be shared between jobs (e.g. seed job)
+        echo "ARCTICDB_PERSISTENT_STORAGE_SHARED_PATH_PREFIX=ci_tests/${{ github.ref_name }}_${{ github.run_id }}" >> $GITHUB_ENV
+        # This is a path that should be used for specific job and its tests to avoid cross contamination and race conditions
+        echo "ARCTICDB_PERSISTENT_STORAGE_UNIQUE_PATH_PREFIX=ci_tests/${{ github.ref_name }}_${{ github.run_id }}_${{ inputs.strategy_branch }}" >> $GITHUB_ENV
+        # S3 Specific
+        echo "ARCTICDB_REAL_S3_BUCKET=${{ inputs.bucket }}" >> $GITHUB_ENV
+        echo "ARCTICDB_REAL_S3_ENDPOINT=${{ inputs.endpoint }}" >> $GITHUB_ENV
+        echo "ARCTICDB_REAL_S3_REGION=${{ inputs.region }}" >> $GITHUB_ENV
+        echo "ARCTICDB_REAL_S3_CLEAR=1" >> $GITHUB_ENV
+        echo "ARCTICDB_REAL_S3_ACCESS_KEY=${{ inputs.aws_access_key }}" >> $GITHUB_ENV
+        echo "ARCTICDB_REAL_S3_SECRET_KEY=${{ inputs.aws_secret_key }}" >> $GITHUB_ENV
+        # Enable all debug logs
+        # echo "ARCTICDB_all_loglevel=debug" >> $GITHUB_ENV
+        # echo "ARCTICDB_AWS_LogLevel_int=6" >> $GITHUB_ENV