From da9c425b56989ee73a8216de4b22a1add9f78334 Mon Sep 17 00:00:00 2001
From: Yusuke Nishioka <yusuke.nishioka.0713@gmail.com>
Date: Thu, 25 Nov 2021 20:30:05 +0900
Subject: [PATCH] Use pipenv

Signed-off-by: Yusuke Nishioka <yusuke.nishioka.0713@gmail.com>
---
 .github/workflows/integration_tests.yml    |    8 +-
 .github/workflows/linter.yml               |    5 +
 .github/workflows/pr_integration_tests.yml |    8 +-
 .github/workflows/release.yml              |    2 +
 .github/workflows/unit_tests.yml           |    8 +-
 Makefile                                   |   42 +-
 infra/scripts/test-end-to-end.sh           |    2 +-
 infra/scripts/test-integration.sh          |    2 +-
 sdk/python/pipfiles/3.7/Pipfile            |   13 +
 sdk/python/pipfiles/3.7/Pipfile.lock       | 3460 ++++++++++++++++++++
 sdk/python/pipfiles/3.8/Pipfile            |   13 +
 sdk/python/pipfiles/3.8/Pipfile.lock       | 3437 +++++++++++++++++++
 sdk/python/pipfiles/3.9/Pipfile            |   13 +
 sdk/python/pipfiles/3.9/Pipfile.lock       | 3404 +++++++++++++++++++
 sdk/python/setup.py                        |    1 -
 15 files changed, 10392 insertions(+), 26 deletions(-)
 create mode 100644 sdk/python/pipfiles/3.7/Pipfile
 create mode 100644 sdk/python/pipfiles/3.7/Pipfile.lock
 create mode 100644 sdk/python/pipfiles/3.8/Pipfile
 create mode 100644 sdk/python/pipfiles/3.8/Pipfile.lock
 create mode 100644 sdk/python/pipfiles/3.9/Pipfile
 create mode 100644 sdk/python/pipfiles/3.9/Pipfile.lock

diff --git a/.github/workflows/integration_tests.yml b/.github/workflows/integration_tests.yml
index 1741218940..4fb86d04a6 100644
--- a/.github/workflows/integration_tests.yml
+++ b/.github/workflows/integration_tests.yml
@@ -107,6 +107,8 @@ jobs:
           key: ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-${{ hashFiles('**/setup.py') }}
           restore-keys: |
             ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-
+      - name: Install pipenv
+        run: pip install pipenv
       - name: Install dependencies
         run: make install-python-ci-dependencies
       - name: Test python
@@ -114,7 +116,8 @@ jobs:
           FEAST_SERVER_DOCKER_IMAGE_TAG: ${{ needs.build-docker-image.outputs.DOCKER_IMAGE_TAG }}
           FEAST_USAGE: "False"
           IS_TEST: "True"
-        run: pytest -n 8 --cov=./ --cov-report=xml --verbose --color=yes sdk/python/tests --integration --durations=5
+        run: pipenv run pytest -n 8 --cov=./ --cov-report=xml --verbose --color=yes tests --integration --durations=5
+        working-directory: sdk/python
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v1
         with:
@@ -129,6 +132,7 @@ jobs:
           FEAST_SERVER_DOCKER_IMAGE_TAG: ${{ needs.build-docker-image.outputs.DOCKER_IMAGE_TAG }}
           FEAST_USAGE: "False"
           IS_TEST: "True"
-        run: pytest --verbose --color=yes sdk/python/tests --integration --benchmark --benchmark-autosave --benchmark-save-data --durations=5
+        run: pipenv run pytest --verbose --color=yes tests --integration --benchmark --benchmark-autosave --benchmark-save-data --durations=5
+        working-directory: sdk/python
       - name: Upload Benchmark Artifact to S3
         run: aws s3 cp --recursive .benchmarks s3://feast-ci-pytest-benchmarks
diff --git a/.github/workflows/linter.yml b/.github/workflows/linter.yml
index e2763bf2ae..5eabff5b1c 100644
--- a/.github/workflows/linter.yml
+++ b/.github/workflows/linter.yml
@@ -5,6 +5,8 @@ on: [push, pull_request]
 jobs:
   lint-python:
     runs-on: [ubuntu-latest]
+    env:
+      PYTHON: 3.7
     steps:
       - uses: actions/checkout@v2
       - name: Setup Python
@@ -27,9 +29,12 @@ jobs:
             ${{ steps.pip-cache.outputs.dir }}
             /opt/hostedtoolcache/Python
             /Users/runner/hostedtoolcache/Python
+            ~/.local/share/virtualenvs
           key: ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-${{ hashFiles('**/setup.py') }}
           restore-keys: |
             ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-
+      - name: Install pipenv
+        run: pip install pipenv
       - name: Install dependencies
         run: make install-python-ci-dependencies
       - name: Lint python
diff --git a/.github/workflows/pr_integration_tests.yml b/.github/workflows/pr_integration_tests.yml
index 13f9b9aa2e..8b56ccb28a 100644
--- a/.github/workflows/pr_integration_tests.yml
+++ b/.github/workflows/pr_integration_tests.yml
@@ -131,6 +131,8 @@ jobs:
           key: ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-${{ hashFiles('**/setup.py') }}
           restore-keys: |
             ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-
+      - name: Install pipenv
+        run: pip install pipenv
       - name: Install dependencies
         run: make install-python-ci-dependencies
       - name: Test python
@@ -138,7 +140,8 @@ jobs:
           FEAST_SERVER_DOCKER_IMAGE_TAG: ${{ needs.build-docker-image.outputs.DOCKER_IMAGE_TAG }}
           FEAST_USAGE: "False"
           IS_TEST: "True"
-        run: pytest -n 8 --cov=./ --cov-report=xml --verbose --color=yes sdk/python/tests --integration --durations=5
+        run: pipenv run pytest -n 8 --cov=./ --cov-report=xml --verbose --color=yes tests --integration --durations=5
+        working-directory: sdk/python
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v1
         with:
@@ -153,6 +156,7 @@ jobs:
           FEAST_SERVER_DOCKER_IMAGE_TAG: ${{ needs.build-docker-image.outputs.DOCKER_IMAGE_TAG }}
           FEAST_USAGE: "False"
           IS_TEST: "True"
-        run: pytest --verbose --color=yes sdk/python/tests --integration --benchmark --benchmark-autosave --benchmark-save-data --durations=5
+        run: pipenv run pytest --verbose --color=yes tests --integration --benchmark --benchmark-autosave --benchmark-save-data --durations=5
+        working-directory: sdk/python
       - name: Upload Benchmark Artifact to S3
         run: aws s3 cp --recursive .benchmarks s3://feast-ci-pytest-benchmarks
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index a563b80a75..346ae028f5 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -130,6 +130,8 @@ jobs:
     container: python:3.7
     steps:
       - uses: actions/checkout@v2
+      - name: Install pipenv
+        run: pip install pipenv
       - name: Install dependencies
         run: make install-python-ci-dependencies
       - name: Publish Python Package
diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml
index 9a842a1675..faf4ee17c3 100644
--- a/.github/workflows/unit_tests.yml
+++ b/.github/workflows/unit_tests.yml
@@ -34,15 +34,17 @@ jobs:
             ${{ steps.pip-cache.outputs.dir }}
             /opt/hostedtoolcache/Python
             /Users/runner/hostedtoolcache/Python
+            ~/.local/share/virtualenvs
           key: ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-${{ hashFiles('**/setup.py') }}
           restore-keys: |
             ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-
+      - name: Install pipenv
+        run: pip install pipenv
       - name: Install dependencies
         run: make install-python-ci-dependencies
       - name: Test Python
-        run: FEAST_USAGE=False pytest -n 8 --cov=./ --cov-report=xml --verbose --color=yes sdk/python/tests
-      - name: Ensure conflict-free dependencies
-        run: FEAST_USAGE=False pip-compile --dry-run sdk/python/setup.py --extra ci
+        run: FEAST_USAGE=False pipenv run pytest -n 8 --cov=./ --cov-report=xml --verbose --color=yes tests
+        working-directory: sdk/python
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v1
         with:
diff --git a/Makefile b/Makefile
index 12e4597c0d..958facc958 100644
--- a/Makefile
+++ b/Makefile
@@ -39,8 +39,18 @@ install-ci-dependencies: install-python-ci-dependencies install-java-ci-dependen
 
 # Python SDK
 
-install-python-ci-dependencies:
-	pip install -e "sdk/python[ci]"
+pipfile:
+	if [ ! -e sdk/python/Pipfile ]; then\
+		cd ${ROOT_DIR}/sdk/python;\
+		ln -s pipfiles/$(PYTHON)/Pipfile;\
+		ln -s pipfiles/$(PYTHON)/Pipfile.lock;\
+	fi
+
+install-python-ci-dependencies: pipfile
+	cd ${ROOT_DIR}/sdk/python; pipenv sync --dev
+
+update-lock: pipfile
+	cd ${ROOT_DIR}/sdk/python; pipenv update --dev
 
 package-protos:
 	cp -r ${ROOT_DIR}/protos ${ROOT_DIR}/sdk/python/feast/protos
@@ -49,39 +59,39 @@ compile-protos-python:
 	@$(foreach dir,$(PROTO_TYPE_SUBDIRS),cd ${ROOT_DIR}/protos; python -m grpc_tools.protoc -I. --grpc_python_out=../sdk/python/feast/protos/ --python_out=../sdk/python/feast/protos/ --mypy_out=../sdk/python/feast/protos/ feast/$(dir)/*.proto;)
 	@$(foreach dir,$(PROTO_TYPE_SUBDIRS),grep -rli 'from feast.$(dir)' sdk/python/feast/protos | xargs -I@ sed -i.bak 's/from feast.$(dir)/from feast.protos.feast.$(dir)/g' @;)
 
-install-python:
-	python -m pip install -e sdk/python -U --use-deprecated=legacy-resolver
+install-python: pipfile
+	cd ${ROOT_DIR}/sdk/python; pipenv sync
 
 benchmark-python:
-	FEAST_USAGE=False IS_TEST=True python -m pytest --integration --benchmark  --benchmark-autosave --benchmark-save-data sdk/python/tests
+	cd ${ROOT_DIR}/sdk/python; FEAST_USAGE=False IS_TEST=True pipenv run python -m pytest --integration --benchmark  --benchmark-autosave --benchmark-save-data tests
 
 benchmark-python-local:
-	FEAST_USAGE=False IS_TEST=True FEAST_IS_LOCAL_TEST=True python -m pytest --integration --benchmark  --benchmark-autosave --benchmark-save-data sdk/python/tests
+	cd ${ROOT_DIR}/sdk/python; FEAST_USAGE=False IS_TEST=True FEAST_IS_LOCAL_TEST=True pipenv run python -m pytest --integration --benchmark  --benchmark-autosave --benchmark-save-data tests
 
 test-python:
-	FEAST_USAGE=False IS_TEST=True python -m pytest -n 8 sdk/python/tests
+	cd ${ROOT_DIR}/sdk/python; FEAST_USAGE=False IS_TEST=True pipenv run python -m pytest -n 8 tests
 
 test-python-integration:
-	FEAST_USAGE=False IS_TEST=True python -m pytest -n 8 --integration sdk/python/tests
+	cd ${ROOT_DIR}/sdk/python; FEAST_USAGE=False IS_TEST=True pipenv run python -m pytest -n 8 --integration tests
 
 test-python-universal-local:
-	FEAST_USAGE=False IS_TEST=True FEAST_IS_LOCAL_TEST=True python -m pytest -n 8 --integration --universal sdk/python/tests
+	cd ${ROOT_DIR}/sdk/python; FEAST_USAGE=False IS_TEST=True FEAST_IS_LOCAL_TEST=True pipenv run python -m pytest -n 8 --integration --universal tests
 
 test-python-universal:
-	FEAST_USAGE=False IS_TEST=True python -m pytest -n 8 --integration --universal sdk/python/tests
+	cd ${ROOT_DIR}/sdk/python; FEAST_USAGE=False IS_TEST=True pipenv run python -m pytest -n 8 --integration --universal tests
 
 format-python:
 	# Sort
-	cd ${ROOT_DIR}/sdk/python; python -m isort feast/ tests/
+	cd ${ROOT_DIR}/sdk/python; pipenv run python -m isort feast/ tests/
 
 	# Format
-	cd ${ROOT_DIR}/sdk/python; python -m black --target-version py37 feast tests
+	cd ${ROOT_DIR}/sdk/python; pipenv run python -m black --target-version py37 feast tests
 
 lint-python:
-	cd ${ROOT_DIR}/sdk/python; python -m mypy feast/ tests/
-	cd ${ROOT_DIR}/sdk/python; python -m isort feast/ tests/ --check-only
-	cd ${ROOT_DIR}/sdk/python; python -m flake8 feast/ tests/
-	cd ${ROOT_DIR}/sdk/python; python -m black --check feast tests
+	cd ${ROOT_DIR}/sdk/python; pipenv run python -m mypy feast/ tests/
+	cd ${ROOT_DIR}/sdk/python; pipenv run python -m isort feast/ tests/ --check-only
+	cd ${ROOT_DIR}/sdk/python; pipenv run python -m flake8 feast/ tests/
+	cd ${ROOT_DIR}/sdk/python; pipenv run python -m black --check feast tests
 
 # Java
 
diff --git a/infra/scripts/test-end-to-end.sh b/infra/scripts/test-end-to-end.sh
index 1c94f9c02d..5899e463cd 100755
--- a/infra/scripts/test-end-to-end.sh
+++ b/infra/scripts/test-end-to-end.sh
@@ -7,7 +7,7 @@ infra/scripts/download-maven-cache.sh --archive-uri ${MAVEN_CACHE} --output-dir
 apt-get update && apt-get install -y redis-server postgresql libpq-dev
 
 make build-java-no-tests REVISION=develop
-python -m pip install --upgrade pip setuptools wheel
+python -m pip install --upgrade pip setuptools wheel pipenv
 make install-python
 python -m pip install -qr tests/requirements.txt
 export FEAST_USAGE="False"
diff --git a/infra/scripts/test-integration.sh b/infra/scripts/test-integration.sh
index 5e88e0281b..c286899918 100755
--- a/infra/scripts/test-integration.sh
+++ b/infra/scripts/test-integration.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-python -m pip install --upgrade pip setuptools wheel
+python -m pip install --upgrade pip setuptools wheel pipenv
 make install-python
 python -m pip install -qr tests/requirements.txt
 
diff --git a/sdk/python/pipfiles/3.7/Pipfile b/sdk/python/pipfiles/3.7/Pipfile
new file mode 100644
index 0000000000..4ffafafde1
--- /dev/null
+++ b/sdk/python/pipfiles/3.7/Pipfile
@@ -0,0 +1,13 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+feast = {editable = true, path = "../.."}
+
+[dev-packages]
+feast = {editable = true, extras = ["dev"], path = "../.."}
+
+[requires]
+python_version = "3.7"
diff --git a/sdk/python/pipfiles/3.7/Pipfile.lock b/sdk/python/pipfiles/3.7/Pipfile.lock
new file mode 100644
index 0000000000..68598745e8
--- /dev/null
+++ b/sdk/python/pipfiles/3.7/Pipfile.lock
@@ -0,0 +1,3460 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "0b47ff979e3177728e654a82880f8f5395aecb864f2995c03b1b234055cf234e"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.7"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "absl-py": {
+            "hashes": [
+                "sha256:afe94e3c751ff81aad55d33ab6e630390da32780110b5af72ae81ecff8418d9e",
+                "sha256:b44f68984a5ceb2607d135a615999b93924c771238a63920d17d3387b0d229d5"
+            ],
+            "version": "==0.12.0"
+        },
+        "anyio": {
+            "hashes": [
+                "sha256:24adc69309fb5779bc1e06158e143e0b6d2c56b302a3ac3de3083c705a6ed39d",
+                "sha256:2855a9423524abcdd652d942f8932fda1735210f77a6b392eafd9ff34d3fe020"
+            ],
+            "markers": "python_full_version >= '3.6.2'",
+            "version": "==3.4.0"
+        },
+        "asgiref": {
+            "hashes": [
+                "sha256:4ef1ab46b484e3c706329cedeff284a5d40824200638503f5768edb6de7d58e9",
+                "sha256:ffc141aa908e6f175673e7b1b3b7af4fdb0ecb738fc5c8b88f69f055c2415214"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==3.4.1"
+        },
+        "attrs": {
+            "hashes": [
+                "sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1",
+                "sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==21.2.0"
+        },
+        "cachetools": {
+            "hashes": [
+                "sha256:89ea6f1b638d5a73a4f9226be57ac5e4f399d22770b92355f92dcb0f7f001693",
+                "sha256:92971d3cb7d2a97efff7c7bb1657f21a8f5fb309a37530537c71b1774189f2d1"
+            ],
+            "markers": "python_version ~= '3.5'",
+            "version": "==4.2.4"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
+            ],
+            "version": "==2021.10.8"
+        },
+        "charset-normalizer": {
+            "hashes": [
+                "sha256:735e240d9a8506778cd7a453d97e817e536bb1fc29f4f6961ce297b9c7a917b0",
+                "sha256:83fcdeb225499d6344c8f7f34684c2981270beacc32ede2e669e94f7fa544405"
+            ],
+            "markers": "python_version >= '3'",
+            "version": "==2.0.8"
+        },
+        "click": {
+            "hashes": [
+                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
+                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==7.1.2"
+        },
+        "colorama": {
+            "hashes": [
+                "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b",
+                "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==0.4.4"
+        },
+        "dill": {
+            "hashes": [
+                "sha256:7e40e4a70304fd9ceab3535d36e58791d9c4a776b38ec7f7ec9afc8d3dca4d4f",
+                "sha256:9f9734205146b2b353ab3fec9af0070237b6ddae78452af83d2fca84d739e675"
+            ],
+            "markers": "python_version >= '2.7' and python_version != '3.0'",
+            "version": "==0.3.4"
+        },
+        "fastapi": {
+            "hashes": [
+                "sha256:66da43cfe5185ea1df99552acffd201f1832c6b364e0f4136c0a99f933466ced",
+                "sha256:a36d5f2fad931aa3575c07a3472c784e81f3e664e3bb5c8b9c88d0ec1104f59c"
+            ],
+            "markers": "python_full_version >= '3.6.1'",
+            "version": "==0.70.0"
+        },
+        "fastavro": {
+            "hashes": [
+                "sha256:0b9d6a4246a79ed215dadaeb17419275624a0b06323dca6b7e6e6d6b3fe2ed55",
+                "sha256:1565df0863ee9ec8c67c2f3d91ded599d74f0ba7b29c727610bc13ca21da3021",
+                "sha256:24cbb94230e6c855428ad182ef3a3a93f0019bce1f93b4a867f9783086ce0876",
+                "sha256:282b121831f50f343674cb4914875466cc5bbbb69b6d606422fbf7e3608693b9",
+                "sha256:39ba24fbec95d2b09154d598d57ca2f929e5c08b856024b886db830c867af299",
+                "sha256:4af0fa6af388e984b0c70ebe57b486b7685ac0e9a0b9c58615fd3bf76c69e443",
+                "sha256:59e8c9161f080602ac97c2964bde18a43435e3e4e6a84f83e0aac64b8e6ffa90",
+                "sha256:5a41d1340bb45cf70b1bab9f4d5f99e6f3c022fa29f7a02764c0f13c9620dc5b",
+                "sha256:7448b385d13ee7b90eff4bc86e8470e7837cebd0b3a1f8d530915427972f7197",
+                "sha256:764c2ba8f30c64e22646b747f6715ca2849ac9eef7af93b9c0561beed69d9dff",
+                "sha256:7b3189eae69517d76d99e00c739617eb024fefb34dba6963dc8f2acbbce0bc1b",
+                "sha256:943457d32ba7d5e4fb9d3b965305159d50287c722bac754afbf0a789da7e7570",
+                "sha256:96e7a253e73417e68e20106a36de28b3ceb8c22a069aa6d1f6323efdf1726816",
+                "sha256:9f85e19477a25369e49a6b7c0d8f2c7a5b968acb6d278890e199c95221a1c770",
+                "sha256:a111a384a786b7f1fd6a8a8307da07ccf4d4c425084e2d61bae33ecfb60de405",
+                "sha256:a3835f2dba148f838a5412ad64cfcf47d3d8330cbd913a51f269c04984361f85",
+                "sha256:b713d680161cade96304eae68361e8235ad92c4405cd3fc45f16ebe07755667f",
+                "sha256:d29a0736b5cc013c5b5c9f5cf4fca27f5fc4649a52ac5e2eca2589b27f4b7a64",
+                "sha256:dc40f13ddda42c087d2486807d27a9942d82c1830dd0ea1e2123c8354e4de74f",
+                "sha256:fb2840e3974cec2b0f493ff7d85b88829e4d5dadf692b7a1c3f38ae7888ee0bb"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.4.7"
+        },
+        "feast": {
+            "editable": true,
+            "path": "./../.."
+        },
+        "google-api-core": {
+            "hashes": [
+                "sha256:97349cc18c2bb2415f64f1353a80273a289a61294ce3eb2f7ce682d251bdd997",
+                "sha256:e7853735d4f51f4212d6bf9750620d76fc0106c0f271be0c3f43b73501c7ddf9"
+            ],
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+                "sha256:ede3b46cdb719c794427dcce9d8beb4abe8b9aa1e97526cc20de9bd6583ad1ef",
+                "sha256:f2a8508f7350512434e41065684076f640ecce176d262a7d54f0da41d99c5a95",
+                "sha256:f44477ae29025d8ea87ec308539f95963ffdc31a82f42ca9deecf2d505242e72",
+                "sha256:f64394bd7ceef1237cc604b5a89bf748c95982a84bcd3c4bbeb40f685c810794",
+                "sha256:fc4dd8b01a8112809e6b636b00f487846956402834a7fd59d46d4f4267181c41",
+                "sha256:fce78593346c014d0d986b7ebc80d782b7f5e19843ca798ed62f8e3ba8728576",
+                "sha256:fd547ec596d90c8676e369dd8a581a21227fe9b4ad37d0dc7feb4ccf544c2d59"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.7.2"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832",
+                "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc"
+            ],
+            "markers": "python_version < '3.10'",
+            "version": "==3.6.0"
+        }
+    }
+}
diff --git a/sdk/python/pipfiles/3.8/Pipfile b/sdk/python/pipfiles/3.8/Pipfile
new file mode 100644
index 0000000000..805d4191e2
--- /dev/null
+++ b/sdk/python/pipfiles/3.8/Pipfile
@@ -0,0 +1,13 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+feast = {editable = true, path = "../.."}
+
+[dev-packages]
+feast = {editable = true, extras = ["dev"], path = "../.."}
+
+[requires]
+python_version = "3.8"
diff --git a/sdk/python/pipfiles/3.8/Pipfile.lock b/sdk/python/pipfiles/3.8/Pipfile.lock
new file mode 100644
index 0000000000..dd235b5f42
--- /dev/null
+++ b/sdk/python/pipfiles/3.8/Pipfile.lock
@@ -0,0 +1,3437 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "cc969f473864b381499074e926a542d9ec98872405fb57754ea2cff3f1a281bc"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.8"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "absl-py": {
+            "hashes": [
+                "sha256:afe94e3c751ff81aad55d33ab6e630390da32780110b5af72ae81ecff8418d9e",
+                "sha256:b44f68984a5ceb2607d135a615999b93924c771238a63920d17d3387b0d229d5"
+            ],
+            "version": "==0.12.0"
+        },
+        "anyio": {
+            "hashes": [
+                "sha256:24adc69309fb5779bc1e06158e143e0b6d2c56b302a3ac3de3083c705a6ed39d",
+                "sha256:2855a9423524abcdd652d942f8932fda1735210f77a6b392eafd9ff34d3fe020"
+            ],
+            "markers": "python_full_version >= '3.6.2'",
+            "version": "==3.4.0"
+        },
+        "asgiref": {
+            "hashes": [
+                "sha256:4ef1ab46b484e3c706329cedeff284a5d40824200638503f5768edb6de7d58e9",
+                "sha256:ffc141aa908e6f175673e7b1b3b7af4fdb0ecb738fc5c8b88f69f055c2415214"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==3.4.1"
+        },
+        "attrs": {
+            "hashes": [
+                "sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1",
+                "sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==21.2.0"
+        },
+        "cachetools": {
+            "hashes": [
+                "sha256:89ea6f1b638d5a73a4f9226be57ac5e4f399d22770b92355f92dcb0f7f001693",
+                "sha256:92971d3cb7d2a97efff7c7bb1657f21a8f5fb309a37530537c71b1774189f2d1"
+            ],
+            "markers": "python_version ~= '3.5'",
+            "version": "==4.2.4"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
+            ],
+            "version": "==2021.10.8"
+        },
+        "charset-normalizer": {
+            "hashes": [
+                "sha256:735e240d9a8506778cd7a453d97e817e536bb1fc29f4f6961ce297b9c7a917b0",
+                "sha256:83fcdeb225499d6344c8f7f34684c2981270beacc32ede2e669e94f7fa544405"
+            ],
+            "markers": "python_version >= '3'",
+            "version": "==2.0.8"
+        },
+        "click": {
+            "hashes": [
+                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
+                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==7.1.2"
+        },
+        "colorama": {
+            "hashes": [
+                "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b",
+                "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==0.4.4"
+        },
+        "dill": {
+            "hashes": [
+                "sha256:7e40e4a70304fd9ceab3535d36e58791d9c4a776b38ec7f7ec9afc8d3dca4d4f",
+                "sha256:9f9734205146b2b353ab3fec9af0070237b6ddae78452af83d2fca84d739e675"
+            ],
+            "markers": "python_version >= '2.7' and python_version != '3.0'",
+            "version": "==0.3.4"
+        },
+        "fastapi": {
+            "hashes": [
+                "sha256:66da43cfe5185ea1df99552acffd201f1832c6b364e0f4136c0a99f933466ced",
+                "sha256:a36d5f2fad931aa3575c07a3472c784e81f3e664e3bb5c8b9c88d0ec1104f59c"
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+            "version": "==0.70.0"
+        },
+        "fastavro": {
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+                "sha256:b713d680161cade96304eae68361e8235ad92c4405cd3fc45f16ebe07755667f",
+                "sha256:d29a0736b5cc013c5b5c9f5cf4fca27f5fc4649a52ac5e2eca2589b27f4b7a64",
+                "sha256:dc40f13ddda42c087d2486807d27a9942d82c1830dd0ea1e2123c8354e4de74f",
+                "sha256:fb2840e3974cec2b0f493ff7d85b88829e4d5dadf692b7a1c3f38ae7888ee0bb"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.4.7"
+        },
+        "feast": {
+            "editable": true,
+            "path": "./../.."
+        },
+        "google-api-core": {
+            "hashes": [
+                "sha256:97349cc18c2bb2415f64f1353a80273a289a61294ce3eb2f7ce682d251bdd997",
+                "sha256:e7853735d4f51f4212d6bf9750620d76fc0106c0f271be0c3f43b73501c7ddf9"
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+            "version": "==2.2.2"
+        },
+        "google-auth": {
+            "hashes": [
+                "sha256:a348a50b027679cb7dae98043ac8dbcc1d7951f06d8387496071a1e05a2465c0",
+                "sha256:d83570a664c10b97a1dc6f8df87e5fdfff012f48f62be131e449c20dfc32630e"
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+            "version": "==2.3.3"
+        },
+        "googleapis-common-protos": {
+            "hashes": [
+                "sha256:560716c807117394da12cecb0a54da5a451b5cf9866f1d37e9a5e2329a665351",
+                "sha256:c8961760f5aad9a711d37b675be103e0cc4e9a39327e0d6d857872f698403e24"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.52.0"
+        },
+        "grpcio": {
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+                "sha256:f2a8508f7350512434e41065684076f640ecce176d262a7d54f0da41d99c5a95",
+                "sha256:f44477ae29025d8ea87ec308539f95963ffdc31a82f42ca9deecf2d505242e72",
+                "sha256:f64394bd7ceef1237cc604b5a89bf748c95982a84bcd3c4bbeb40f685c810794",
+                "sha256:fc4dd8b01a8112809e6b636b00f487846956402834a7fd59d46d4f4267181c41",
+                "sha256:fce78593346c014d0d986b7ebc80d782b7f5e19843ca798ed62f8e3ba8728576",
+                "sha256:fd547ec596d90c8676e369dd8a581a21227fe9b4ad37d0dc7feb4ccf544c2d59"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.7.2"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832",
+                "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc"
+            ],
+            "markers": "python_version < '3.10'",
+            "version": "==3.6.0"
+        }
+    }
+}
diff --git a/sdk/python/pipfiles/3.9/Pipfile b/sdk/python/pipfiles/3.9/Pipfile
new file mode 100644
index 0000000000..75b7fc46d1
--- /dev/null
+++ b/sdk/python/pipfiles/3.9/Pipfile
@@ -0,0 +1,13 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+feast = {editable = true, path = "../.."}
+
+[dev-packages]
+feast = {editable = true, extras = ["dev"], path = "../.."}
+
+[requires]
+python_version = "3.9"
diff --git a/sdk/python/pipfiles/3.9/Pipfile.lock b/sdk/python/pipfiles/3.9/Pipfile.lock
new file mode 100644
index 0000000000..8143771080
--- /dev/null
+++ b/sdk/python/pipfiles/3.9/Pipfile.lock
@@ -0,0 +1,3404 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "d20964b1cee864184bc9c1bba8a7a8c548b17838aac1598421b5209f202f2409"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.9"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "absl-py": {
+            "hashes": [
+                "sha256:afe94e3c751ff81aad55d33ab6e630390da32780110b5af72ae81ecff8418d9e",
+                "sha256:b44f68984a5ceb2607d135a615999b93924c771238a63920d17d3387b0d229d5"
+            ],
+            "version": "==0.12.0"
+        },
+        "anyio": {
+            "hashes": [
+                "sha256:24adc69309fb5779bc1e06158e143e0b6d2c56b302a3ac3de3083c705a6ed39d",
+                "sha256:2855a9423524abcdd652d942f8932fda1735210f77a6b392eafd9ff34d3fe020"
+            ],
+            "markers": "python_full_version >= '3.6.2'",
+            "version": "==3.4.0"
+        },
+        "asgiref": {
+            "hashes": [
+                "sha256:4ef1ab46b484e3c706329cedeff284a5d40824200638503f5768edb6de7d58e9",
+                "sha256:ffc141aa908e6f175673e7b1b3b7af4fdb0ecb738fc5c8b88f69f055c2415214"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==3.4.1"
+        },
+        "attrs": {
+            "hashes": [
+                "sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1",
+                "sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==21.2.0"
+        },
+        "cachetools": {
+            "hashes": [
+                "sha256:89ea6f1b638d5a73a4f9226be57ac5e4f399d22770b92355f92dcb0f7f001693",
+                "sha256:92971d3cb7d2a97efff7c7bb1657f21a8f5fb309a37530537c71b1774189f2d1"
+            ],
+            "markers": "python_version ~= '3.5'",
+            "version": "==4.2.4"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
+            ],
+            "version": "==2021.10.8"
+        },
+        "charset-normalizer": {
+            "hashes": [
+                "sha256:735e240d9a8506778cd7a453d97e817e536bb1fc29f4f6961ce297b9c7a917b0",
+                "sha256:83fcdeb225499d6344c8f7f34684c2981270beacc32ede2e669e94f7fa544405"
+            ],
+            "markers": "python_version >= '3'",
+            "version": "==2.0.8"
+        },
+        "click": {
+            "hashes": [
+                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
+                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==7.1.2"
+        },
+        "colorama": {
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+                "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==0.4.4"
+        },
+        "dill": {
+            "hashes": [
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+                "sha256:9f9734205146b2b353ab3fec9af0070237b6ddae78452af83d2fca84d739e675"
+            ],
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+            "version": "==0.3.4"
+        },
+        "fastapi": {
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+            "version": "==1.4.7"
+        },
+        "feast": {
+            "editable": true,
+            "path": "./../.."
+        },
+        "google-api-core": {
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+                "sha256:fc4dd8b01a8112809e6b636b00f487846956402834a7fd59d46d4f4267181c41",
+                "sha256:fce78593346c014d0d986b7ebc80d782b7f5e19843ca798ed62f8e3ba8728576",
+                "sha256:fd547ec596d90c8676e369dd8a581a21227fe9b4ad37d0dc7feb4ccf544c2d59"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.7.2"
+        }
+    }
+}
diff --git a/sdk/python/setup.py b/sdk/python/setup.py
index a9fdfa8293..40471cd699 100644
--- a/sdk/python/setup.py
+++ b/sdk/python/setup.py
@@ -116,7 +116,6 @@
     "firebase-admin==4.5.2",
     "pre-commit",
     "assertpy==1.1",
-    "pip-tools",
 ] + GCP_REQUIRED + REDIS_REQUIRED + AWS_REQUIRED
 
 DEV_REQUIRED = ["mypy-protobuf==1.*", "grpcio-testing==1.*"] + CI_REQUIRED