first commit

.gitignore

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+# from
+# https://github.com/github/gitignore/blob/master/Python.gitignore
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+.gcloudignore
+# Distribution / packaging
+.Python
+build/
+.idea/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# for sensitive file
+.key
+.cred
+
+
+# Created by https://www.toptal.com/developers/gitignore/api/macos,python,visualstudiocode
+# Edit at https://www.toptal.com/developers/gitignore?templates=macos,python,visualstudiocode
+
+### macOS ###
+# General
+.DS_Store
+.AppleDouble
+.LSOverride
+
+# Icon must end with two \r
+Icon
+
+
+# Thumbnails
+._*
+
+# Files that might appear in the root of a volume
+.DocumentRevisions-V100
+.fseventsd
+.Spotlight-V100
+.TemporaryItems
+.Trashes
+.VolumeIcon.icns
+.com.apple.timemachine.donotpresent
+
+# Directories potentially created on remote AFP share
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk
+
+### VisualStudioCode ###
+.vscode/*
+!.vscode/settings.json
+!.vscode/tasks.json
+!.vscode/launch.json
+!.vscode/extensions.json
+*.code-workspace
+
+# Local History for Visual Studio Code
+.history/
+
+### VisualStudioCode Patch ###
+# Ignore all local history of files
+.history
+.ionide
+
+# End of https://www.toptal.com/developers/gitignore/api/macos,python,visualstudiocode
+
+
+
+
+# for MAC
+
+*.DS_Store
+
+# data folder
+results/
+data/workloads/
+
+
+*.h5
+*.onnx
+*.pb
+*-00001
+*.joblib
+tfgpt2model
+imagewang*
+ILSVRC*
+ste*
+.torch
+raw-repo
+runs
+*.pt
+*data.json
+*.tar
+wget-log
+triton/model_repository
+triton/models
+git-clone
+seldon
+config.pbtxt
+1647201420.zip
+pytorch_model.bin
+models
+data/*
+!data/yamls
+profile-exp*
+*.tar.gz
+cache
+Quantizer
+infass
+!pipelines/mlserver-final/5-paper-video/seldon-core-version/nodes/yolo/cache
+!data/configs
+!data/upload.sh
+!data/upload-metaseries.sh
+!data/download.sh
+*.lp
+gitignored/
+
+!final-series.yaml
+
+# mlserver temporary folders
+.envs
+.metrics
+lstm_saved_model
+
+lstm_prediction.png
+
+*.png
+
+*junk*

.vscode/launch.json

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+{
+    // Use IntelliSense to learn about possible attributes.
+    // Hover to view descriptions of existing attributes.
+    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "Python: Current File",
+            "type": "python",
+            "request": "launch",
+            "program": "${file}",
+            "console": "integratedTerminal",
+            "justMyCode": false
+        },
+        {
+            "name": "Run mlserver",
+            "type": "python",
+            "request": "launch",
+            "cwd": "${fileDirname}",
+            "module": "mlserver.cli.main",
+            "args": [
+                "start",
+                "."
+            ],
+            "console": "integratedTerminal",
+            "justMyCode": false,
+        }
+    ]
+}

MLServer/.dockerignore

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+# Binaries for programs and plugins
+*.exe
+*.exe~
+*.dll
+*.so
+*.dylib
+*.pyc
+*.pyo
+*.pyd
+bin
+
+# Mac file system
+**/.DS_Store
+
+# Python dev
+__pycache__
+.Python
+env
+pip-log.txt
+pip-delete-this-directory.txt
+.mypy_cache
+eggs/
+.eggs/
+*.egg-info/
+./pytest_cache
+.tox
+build/
+dist/
+venv/
+
+# Notebook Checkpoints
+.ipynb_checkpoints
+
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*,cover
+*.log
+.git

MLServer/.github/dependabot.yml

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+version: 2
+
+updates:
+  - package-ecosystem: "pip"
+    directory: "/"
+    # Check the npm registry for updates every day (weekdays)
+    schedule:
+      interval: "weekly"
+    reviewers:
+      - adriangonz
+
+  - package-ecosystem: "docker"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+    reviewers:
+      - adriangonz

MLServer/.github/release.yml

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+changelog:
+  exclude:
+    authors:
+      - dependabot

MLServer/.github/workflows/benchmark.yml

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+name: Benchmarks
+
+on:
+  schedule:
+    # * is a special character in YAML so you have to quote this string
+    - cron: "23 18 * * *"
+
+jobs:
+  benchmark:
+    runs-on: ubuntu-latest
+    if: github.repository == 'SeldonIO/MLServer' # Do not run this on forks.
+    strategy:
+      matrix:
+        scenario: ["inference-rest.js", "inference-grpc.js"]
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python 3.8
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+      - name: Install Dependencies
+        run: |
+          make install-dev
+      - name: Install k6
+        working-directory: ./benchmarking
+        run: |
+          curl https://github.com/grafana/k6/releases/download/v0.38.3/k6-v0.38.3-linux-amd64.tar.gz -L | tar xvz --strip-components 1
+      - name: Start Test Server & Run Benchmark
+        working-directory: ./benchmarking
+        run: |
+          make start-testserver &
+          sleep 5 && # Wait for test server to come up
+          ./k6 run ./scenarios/${{ matrix.scenario }}
+        env:
+          MLSERVER_HOST: localhost
+          MLSERVER_HTTP_PORT: 8080
+          MLSERVER_GRPC_PORT: 8081