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Posted to commits@tvm.apache.org by ar...@apache.org on 2022/05/25 21:39:03 UTC

[tvm] branch areusch/freeze-dependencies updated (a4aba2b765 -> e0d7ab56af)

This is an automated email from the ASF dual-hosted git repository.

areusch pushed a change to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git


 discard a4aba2b765 fixup! Fix all scripts which reference python3 in the docker containers.
 discard 638c2faaf6 fix docker images to built ones for testing.
 discard d156d84dd0 Fix all scripts which reference python3 in the docker containers.
 discard 2c8c349f35 try to fix hashes
 discard dc2c86888d test Jenkins infra
 discard 35ba74aa39 Adjust package installs with py-deps to use the virtualenv.
 discard ab98a68a5e Align Python and package install process in all containers.
 discard 9fdc718358 Add docker container for freezing python deps.
 discard 4fbff3967e Add freeze_deps tool and modify gen_requirements to work with it.
     add 8a93eaffd1 Fix type checking annotation for Union type (#11430)
     add 7ba8a614b8 [skip ci][ci][AutoScheduler] Disable flaky test_mutate_parallel test (#11441)
     add 7e83c4a545 unify ssize_t definition (#11384)
     add 3f53e7a24d [skip ci][ci][paddle] Disable flaky test_forward_group_norm (#11436)
     add 014208e62a [Android] Update gradle version and other changes in android apps, CI modification to auto-build Android apps and upload artifacts (#11241)
     add c247295648 avoid loop dependent allocation in buffer compaction (#11428)
     add 6c6dfbc90e [skip ci][ci] Fix broken test skips (#11456)
     add bbdb656711 [Hexagon] Rewrite AllocateNodes with global.vtcm scope after FlattenBuffer (#11429)
     add 92cc5b0759 [ci] Use smaller ARM nodes for build/test (#11445)
     new 2ac4f6f938 Add freeze_deps tool and modify gen_requirements to work with it.
     new 309f5053e2 Add docker container for freezing python deps.
     new 3699242b96 Align Python and package install process in all containers.
     new 1141e42c2e Adjust package installs with py-deps to use the virtualenv.
     new 6ae10953b9 test Jenkins infra
     new b76c4ae87a try to fix hashes
     new 00a2568617 Fix all scripts which reference python3 in the docker containers.
     new 801de96ca8 fix docker images to built ones for testing.
     new e0d7ab56af fixup! Fix all scripts which reference python3 in the docker containers.

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            \
             N -- N -- N   refs/heads/areusch/freeze-dependencies (e0d7ab56af)

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Summary of changes:
 .github/workflows/main.yml                         | 169 ++++++++++++++-------
 Jenkinsfile                                        |  18 +--
 apps/android_camera/README.md                      | 129 +++++++++++++---
 apps/android_camera/app/build.gradle               |  52 +++++--
 .../app/src/main/AndroidManifest.xml               |   2 +-
 .../androidcamerademo/Camera2BasicFragment.java    |   2 +-
 .../android/androidcamerademo/MainActivity.java    |   1 +
 apps/android_camera/app/src/main/jni/Android.mk    |   3 +
 apps/android_camera/app/src/main/jni/build.sh      |  27 ----
 apps/android_camera/app/src/main/jni/tvm_runtime.h |   5 +
 .../app/src/main/res/layout/listview_row.xml       |   2 +-
 apps/android_camera/build.gradle                   |  13 +-
 apps/android_camera/gradle.properties              |   1 -
 apps/android_camera/models/prepare_model.py        |   2 +-
 apps/android_camera/models/requirements.txt        |   4 +
 apps/android_deploy/app/build.gradle               |  57 +++++--
 apps/android_deploy/app/download-models.gradle     |   2 +-
 .../app/src/main/AndroidManifest.xml               |   9 +-
 .../org/apache/tvm/android/demo/MainActivity.java  |  10 +-
 apps/android_deploy/app/src/main/jni/build.sh      |  26 ----
 .../app/src/main/res/layout/activity_main.xml      |  37 +++--
 .../app/src/main/res/layout/content_main.xml       |   7 +-
 .../app/src/main/res/values/strings.xml            |   2 +
 apps/android_deploy/build.gradle                   |   8 +-
 apps/android_deploy/gradle.properties              |   2 +
 apps/android_rpc/README.md                         |  14 +-
 apps/android_rpc/app/build.gradle                  |  58 +++++--
 apps/android_rpc/app/src/main/AndroidManifest.xml  |   8 +-
 .../java/org/apache/tvm/tvmrpc/MainActivity.java   |  18 ++-
 .../java/org/apache/tvm/tvmrpc/RPCActivity.java    |   2 +-
 apps/android_rpc/app/src/main/jni/build.sh         |  26 ----
 apps/android_rpc/app/src/main/jni/tvm_runtime.h    |   1 +
 .../app/src/main/res/layout/activity_main.xml      |  10 +-
 .../app/src/main/res/layout/activity_rpc.xml       |  10 +-
 .../app/src/main/res/layout/content_main.xml       |  23 +--
 .../app/src/main/res/values/strings.xml            |   5 +
 apps/android_rpc/build.gradle                      |   6 +-
 .../gradle.properties                              |   2 -
 include/tvm/runtime/c_runtime_api.h                |  12 --
 jenkins/Build.groovy.j2                            |   2 +-
 jenkins/Test.groovy.j2                             |   7 +-
 python/tvm/tir/schedule/_type_checker.py           |   2 +-
 src/driver/driver_api.cc                           |   2 +-
 src/runtime/minrpc/minrpc_server.h                 |   6 +-
 src/runtime/minrpc/minrpc_server_logging.h         |   2 +-
 src/runtime/rpc/rpc_channel_logger.h               |   5 +-
 src/support/socket.h                               |   2 +-
 .../backtrace.h => src/support/ssize.h             |  22 ++-
 src/tir/transforms/compact_buffer_region.cc        |  23 ++-
 .../{topi => }/test_cache_read_write.py            |  40 ++++-
 tests/python/frontend/paddlepaddle/test_forward.py |   1 +
 .../test_auto_scheduler_evolutionary_search.py     |   1 +
 .../test_tir_transform_compact_buffer_region.py    |  98 +++++++++++-
 .../unittest/test_type_annotation_checker.py       |  14 +-
 tests/scripts/ci.py                                |   2 +-
 ...nfig_build_qemu.sh => task_config_build_jvm.sh} |  12 +-
 56 files changed, 687 insertions(+), 339 deletions(-)
 delete mode 100755 apps/android_camera/app/src/main/jni/build.sh
 create mode 100644 apps/android_camera/models/requirements.txt
 delete mode 100644 apps/android_deploy/app/src/main/jni/build.sh
 delete mode 100755 apps/android_rpc/app/src/main/jni/build.sh
 copy apps/{android_camera => android_rpc}/gradle.properties (96%)
 copy apps/bundle_deploy/backtrace.h => src/support/ssize.h (74%)
 rename tests/python/contrib/test_hexagon/{topi => }/test_cache_read_write.py (82%)
 copy tests/scripts/{task_config_build_qemu.sh => task_config_build_jvm.sh} (81%)


[tvm] 07/09: Fix all scripts which reference python3 in the docker containers.

Posted by ar...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit 00a2568617662eb0574eed27eaa2f425b8f367ba
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Mon May 23 18:33:03 2022 -0700

    Fix all scripts which reference python3 in the docker containers.
---
 tests/lint/blocklint.sh        |  6 ++++--
 tests/lint/cpplint.sh          |  4 ++--
 tests/lint/filter_untracked.py | 17 ++---------------
 tests/lint/flake8.sh           |  2 +-
 tests/lint/jnilint.sh          |  2 +-
 tests/lint/pylint.sh           |  7 ++++---
 6 files changed, 14 insertions(+), 24 deletions(-)

diff --git a/tests/lint/blocklint.sh b/tests/lint/blocklint.sh
index 7525bfa64c..9222ef82d1 100755
--- a/tests/lint/blocklint.sh
+++ b/tests/lint/blocklint.sh
@@ -25,8 +25,10 @@ do
   if ! [ "$dir" == "3rdparty" ]; then
     for subdir in $(find $dir -type d -print)
     do
-      blocklint --blocklist blacklist,whitelist,white\ box,master\ ,\ master,master_,_master,slave $subdir \
-      --skip-files tests/lint/blocklint.sh,tests/lint/pylintrc,conda/recipe/meta.yaml,rust/tvm-sys/build.rs,docs/topic/vta/dev/hardware.rst,src/target/source/codegen_vhls.cc,tests/micro/zephyr/test_utils.py
+        "${TVM_VENV}/bin/blocklint" \
+            --blocklist blacklist,whitelist,white\ box,master\ ,\ master,master_,_master,slave \
+            $subdir \
+            --skip-files tests/lint/blocklint.sh,tests/lint/pylintrc,conda/recipe/meta.yaml,rust/tvm-sys/build.rs,docs/topic/vta/dev/hardware.rst,src/target/source/codegen_vhls.cc,tests/micro/zephyr/test_utils.py
     done
   fi
 done
diff --git a/tests/lint/cpplint.sh b/tests/lint/cpplint.sh
index 6c01f0eb0a..34908ff6df 100755
--- a/tests/lint/cpplint.sh
+++ b/tests/lint/cpplint.sh
@@ -19,8 +19,8 @@
 set -e
 
 echo "Running 2 cpplints (VTA and TVM)..."
-python3 3rdparty/dmlc-core/scripts/lint.py --quiet vta cpp vta/include vta/src
-python3 3rdparty/dmlc-core/scripts/lint.py --quiet tvm cpp \
+"${TVM_VENV}/bin/python3" 3rdparty/dmlc-core/scripts/lint.py --quiet vta cpp vta/include vta/src
+"${TVM_VENV}/bin/python3" 3rdparty/dmlc-core/scripts/lint.py --quiet tvm cpp \
 	include src \
 	examples/extension/src examples/graph_executor/src \
 	tests/cpp tests/crt \
diff --git a/tests/lint/filter_untracked.py b/tests/lint/filter_untracked.py
index 3227bc3f18..70dc898a51 100644
--- a/tests/lint/filter_untracked.py
+++ b/tests/lint/filter_untracked.py
@@ -22,27 +22,14 @@ import subprocess
 import sys
 
 
-def check_output(args, **kw):
-    proc = subprocess.Popen(args, **kw, stdout=subprocess.PIPE)
-    out, _ = proc.communicate()
-    if proc.returncode:
-        sys.stderr.write("exited with code %d: %s\n" % (proc.returncode, " ".join(args)))
-        sys.exit(2)
-
-    if sys.version_info[0] == 2:
-        return unicode(out, "utf-8")
-    else:
-        return str(out, "utf-8")
-
-
 def main():
     script_dir = os.path.dirname(__file__) or os.getcwd()
-    toplevel_dir = check_output(["git", "rev-parse", "--show-toplevel"], cwd=script_dir).strip("\n")
+    toplevel_dir = subprocess.check_output(["git", "rev-parse", "--show-toplevel"], cwd=script_dir).strip("\n")
     # NOTE: --ignore-submodules because this can drag in some problems related to mounting a git
     # worktree in the docker VM in a different location than it exists on the host. The problem
     # isn't quite clear, but anyhow it shouldn't be necessary to filter untracked files in
     # submodules here.
-    git_status_output = check_output(["git", "status", "-s", "--ignored"], cwd=toplevel_dir)
+    git_status_output = subprocess.check_output(["git", "status", "-s", "--ignored"], cwd=toplevel_dir)
     untracked = [
         line[3:]
         for line in git_status_output.split("\n")
diff --git a/tests/lint/flake8.sh b/tests/lint/flake8.sh
index 63dad38166..36b891fc78 100755
--- a/tests/lint/flake8.sh
+++ b/tests/lint/flake8.sh
@@ -18,4 +18,4 @@
 
 set -e
 
-python3 -m flake8 . --count --select=E9,F63,F7 --show-source --statistics
+"${TVM_VENV}/bin/python3" -m flake8 . --count --select=E9,F63,F7 --show-source --statistics
diff --git a/tests/lint/jnilint.sh b/tests/lint/jnilint.sh
index ec359a5b89..2768bed875 100755
--- a/tests/lint/jnilint.sh
+++ b/tests/lint/jnilint.sh
@@ -18,4 +18,4 @@
 
 set -e
 
-python3 3rdparty/dmlc-core/scripts/lint.py tvm4j-jni cpp jvm/native/src
+"${TVM_VENV}/bin/python3" 3rdparty/dmlc-core/scripts/lint.py tvm4j-jni cpp jvm/native/src
diff --git a/tests/lint/pylint.sh b/tests/lint/pylint.sh
index 6c958a9231..bb2dff95ce 100755
--- a/tests/lint/pylint.sh
+++ b/tests/lint/pylint.sh
@@ -17,6 +17,7 @@
 # under the License.
 set -euxo pipefail
 
-python3 -m pylint python/tvm --rcfile="$(dirname "$0")"/pylintrc
-python3 -m pylint vta/python/vta --rcfile="$(dirname "$0")"/pylintrc
-python3 -m pylint tests/python/unittest/test_tvmscript_type.py --rcfile="$(dirname "$0")"/pylintrc
+"${TVM_VENV}/bin/python3" -m pylint python/tvm --rcfile="$(dirname "$0")"/pylintrc
+"${TVM_VENV}/bin/python3" -m pylint vta/python/vta --rcfile="$(dirname "$0")"/pylintrc
+"${TVM_VENV}/bin/python3" -m pylint tests/python/unittest/test_tvmscript_type.py \
+                          --rcfile="$(dirname "$0")"/pylintrc


[tvm] 05/09: test Jenkins infra

Posted by ar...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit 6ae10953b9d7c9d2121664679cd4cb5db66710fb
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Fri May 20 11:57:43 2022 -0700

    test Jenkins infra
---
 Jenkinsfile                          |   36 +-
 docker/build.sh                      |   58 +-
 docker/python/build/poetry.lock      | 2988 ++++++++++++++++++++++++++++++++++
 docker/python/build/pyproject.toml   |  173 ++
 docker/python/freeze-dependencies.sh |    3 +-
 docker/sanitize-docker-image-name.sh |   21 +
 jenkins/DockerBuild.groovy.j2        |   34 +-
 7 files changed, 3271 insertions(+), 42 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index ad04bf218e..c8c82eda5c 100755
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -45,7 +45,7 @@
 // 'python3 jenkins/generate.py'
 // Note: This timestamp is here to ensure that updates to the Jenkinsfile are
 // always rebased on main before merging:
-// Generated at 2022-05-24T17:03:03.321649
+// Generated at 2022-05-24T12:25:02.041933
 
 import org.jenkinsci.plugins.pipeline.modeldefinition.Utils
 // NOTE: these lines are scanned by docker/dev_common.sh. Please update the regex as needed. -->
@@ -248,7 +248,17 @@ def build_image(image_name) {
     returnStdout: true,
     script: 'git log -1 --format=\'%h\''
   ).trim()
-  def full_name = "${image_name}:${env.BRANCH_NAME}-${hash}-${env.BUILD_NUMBER}"
+  image_name = sh(
+    returnStdout: true,
+    script: "docker/sanitize-docker-image-name.sh ${image_name}",
+    label: "Sanitize docker image name"
+  ).trim()
+  def image_version = sh(
+    returnStdout: true,
+    script: "docker/sanitize-docker-image-name.sh ${env.BRANCH_NAME}-${hash}-${env.BUILD_NUMBER}",
+    label: "Sanitize docker image name"
+  ).trim()
+  def full_name = "${image_name}:${image_version}"
   sh(
     script: "${docker_build} ${image_name} --spec ${full_name}",
     label: 'Build docker image'
@@ -276,14 +286,16 @@ def build_image(image_name) {
           ''',
           label: 'Log in to ECR'
         )
+        def uploaded_name = "\$AWS_ACCOUNT_ID.dkr.ecr.\$AWS_DEFAULT_REGION.amazonaws.com/${full_name}"
         sh(
           script: """
             set -x
-            docker tag ${full_name} \$AWS_ACCOUNT_ID.dkr.ecr.\$AWS_DEFAULT_REGION.amazonaws.com/${full_name}
-            docker push \$AWS_ACCOUNT_ID.dkr.ecr.\$AWS_DEFAULT_REGION.amazonaws.com/${full_name}
+            docker tag ${full_name} ${uploaded_name}
+            docker push ${uploaded_name}
           """,
           label: 'Upload image to ECR'
         )
+        return uploaded_name;
       }
     }
   } finally {
@@ -305,56 +317,56 @@ def build_docker_images() {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_lint')
+          ci_lint = build_image('ci_lint')
         }
       }
     }, 'ci-cpu': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_cpu')
+          ci_cpu = build_image('ci_cpu')
         }
       }
     }, 'ci-gpu': {
       node('GPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_gpu')
+          ci_gpu = build_image('ci_gpu')
         }
       }
     }, 'ci-qemu': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_qemu')
+          ci_qemu = build_image('ci_qemu')
         }
       }
     }, 'ci-i386': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_i386')
+          ci_i386 = build_image('ci_i386')
         }
       }
     }, 'ci-arm': {
       node('ARM') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_arm')
+          ci_arm = build_image('ci_arm')
         }
       }
     }, 'ci-wasm': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_wasm')
+          ci_wasm = build_image('ci_wasm')
         }
       }
     }, 'ci-hexagon': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_hexagon')
+          ci_hexagon = build_image('ci_hexagon')
         }
       }
     }
diff --git a/docker/build.sh b/docker/build.sh
index 75f0e35c6c..3ebda4741a 100755
--- a/docker/build.sh
+++ b/docker/build.sh
@@ -24,7 +24,7 @@
 #                [--dockerfile <DOCKERFILE_PATH>] [-it]
 #                [--net=host] [--cache-from <IMAGE_NAME>] [--cache]
 #                [--name CONTAINER_NAME] [--context-path <CONTEXT_PATH>]
-#                [--spec DOCKER_IMAGE_SPEC]
+#                [--spec DOCKER_IMAGE_SPEC] [--platform <PLATFORM>]
 #                [<COMMAND>]
 #
 # CONTAINER_TYPE: Type of the docker container used the run the build,
@@ -43,6 +43,8 @@
 # IMAGE_NAME: An image to be as a source for cached layers when building the
 #             Docker image requested.
 #
+# PLATFORM: Docker platform suitable to be passed to docker buildx build --platform.
+#
 # CONTAINER_NAME: The name of the docker container, and the hostname that will
 #                 appear inside the container.
 #
@@ -88,7 +90,15 @@ if [[ "$1" == "--net=host" ]]; then
     shift 1
 fi
 
-DOCKER_NO_CACHE_ARG=--no-cache
+PLATFORM=
+if [[ "$1" == "--platform" ]]; then
+    shift
+    PLATFORM="$1"
+    shift
+fi
+
+DOCKER_NO_CACHE_ARG=
+#--no-cache
 
 if [[ "$1" == "--cache-from" ]]; then
     shift 1
@@ -157,27 +167,27 @@ function upsearch () {
         cd .. && upsearch "$1"
 }
 
+# Under Jenkins matrix build, the build tag may contain characters such as
+# commas (,) and equal signs (=), which are not valid inside docker image names.
+# Convert to all lower-case, as per requirement of Docker image names
+function sanitize_docker_name() {
+    echo -n "$@" | python3 -c 'import sys; import urllib.parse; print(urllib.parse.quote(sys.stdin.read(), safe="").lower())' | tr % -
+}
+
 # Set up WORKSPACE and BUILD_TAG. Jenkins will set them for you or we pick
 # reasonable defaults if you run it outside of Jenkins.
 WORKSPACE="${WORKSPACE:-${SCRIPT_DIR}/../}"
-BUILD_TAG="${BUILD_TAG:-tvm}"
-DOCKER_IMAGE_TAG="${DOCKER_IMAGE_TAG:-latest}"
+BUILD_TAG=$(sanitize_docker_name "${BUILD_TAG:-tvm}")
 
 # Determine the docker image name
-DOCKER_IMG_NAME="${BUILD_TAG}.${CONTAINER_TYPE}"
-
-# Under Jenkins matrix build, the build tag may contain characters such as
-# commas (,) and equal signs (=), which are not valid inside docker image names.
-DOCKER_IMG_NAME=$(echo "${DOCKER_IMG_NAME}" | sed -e 's/=/_/g' -e 's/,/-/g')
-
-# Convert to all lower-case, as per requirement of Docker image names
-DOCKER_IMG_NAME=$(echo "${DOCKER_IMG_NAME}" | tr '[:upper:]' '[:lower:]')
+DOCKER_IMG_NAME=${BUILD_TAG}.$(sanitize_docker_name "${CONTAINER_TYPE}")
+DOCKER_IMAGE_TAG=$(sanitize_docker_name "${DOCKER_IMAGE_TAG:-latest}")
 
 # Compose the full image spec with "name:tag" e.g. "tvm.ci_cpu:v0.03"
 DOCKER_IMG_SPEC="${DOCKER_IMG_NAME}:${DOCKER_IMAGE_TAG}"
 
 if [[ -n ${OVERRIDE_IMAGE_SPEC+x} ]]; then
-    DOCKER_IMG_SPEC="$OVERRIDE_IMAGE_SPEC"
+    DOCKER_IMG_SPEC="${OVERRIDE_IMAGE_SPEC}" #$(sanitize_docker_name "$OVERRIDE_IMAGE_SPEC")
 fi
 
 # Print arguments.
@@ -185,6 +195,7 @@ echo "WORKSPACE: ${WORKSPACE}"
 echo "CI_DOCKER_EXTRA_PARAMS: ${CI_DOCKER_EXTRA_PARAMS[@]}"
 echo "COMMAND: ${COMMAND[@]}"
 echo "CONTAINER_TYPE: ${CONTAINER_TYPE}"
+echo "PLATFORM: ${PLATFORM}"
 echo "BUILD_TAG: ${BUILD_TAG}"
 echo "DOCKER CONTAINER NAME: ${DOCKER_IMG_NAME}"
 echo "DOCKER_IMAGE_TAG: ${DOCKER_IMAGE_TAG}"
@@ -193,12 +204,23 @@ echo ""
 
 
 # Build the docker container.
+cmd=( docker )
+if [ -n "${PLATFORM}" ]; then
+    cmd=( "${cmd[@]}" buildx build --platform "${PLATFORM}" )
+else
+    cmd=( "${cmd[@]}" build )
+fi
+cmd=( "${cmd[@]}" \
+          -t "${DOCKER_IMG_SPEC}" \
+          "${DOCKER_NO_CACHE_ARG}" \
+          -f "${DOCKERFILE_PATH}" \
+          "${CI_DOCKER_BUILD_EXTRA_PARAMS[@]}" \
+          "${DOCKER_CONTEXT_PATH}" \
+    )
+
 echo "Building container (${DOCKER_IMG_NAME})..."
-docker build -t ${DOCKER_IMG_SPEC} \
-    ${DOCKER_NO_CACHE_ARG} \
-    -f "${DOCKERFILE_PATH}" \
-    ${CI_DOCKER_BUILD_EXTRA_PARAMS[@]} \
-    "${DOCKER_CONTEXT_PATH}"
+echo "${cmd[@]}"
+${cmd[@]}
 
 # Check docker build status
 if [[ $? != "0" ]]; then
diff --git a/docker/python/build/poetry.lock b/docker/python/build/poetry.lock
new file mode 100644
index 0000000000..55eeda26f4
--- /dev/null
+++ b/docker/python/build/poetry.lock
@@ -0,0 +1,2988 @@
+[[package]]
+name = "absl-py"
+version = "0.15.0"
+description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
+category = "main"
+optional = true
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
+[[package]]
+name = "alabaster"
+version = "0.7.12"
+description = "A configurable sidebar-enabled Sphinx theme"
+category = "dev"
+optional = false
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+    {file = "tornado-6.1-cp39-cp39-win32.whl", hash = "sha256:d3d20ea5782ba63ed13bc2b8c291a053c8d807a8fa927d941bd718468f7b950c"},
+    {file = "tornado-6.1-cp39-cp39-win_amd64.whl", hash = "sha256:548430be2740e327b3fe0201abe471f314741efcb0067ec4f2d7dcfb4825f3e4"},
+    {file = "tornado-6.1.tar.gz", hash = "sha256:33c6e81d7bd55b468d2e793517c909b139960b6c790a60b7991b9b6b76fb9791"},
+]
+tqdm = [
+    {file = "tqdm-4.64.0-py2.py3-none-any.whl", hash = "sha256:74a2cdefe14d11442cedf3ba4e21a3b84ff9a2dbdc6cfae2c34addb2a14a5ea6"},
+    {file = "tqdm-4.64.0.tar.gz", hash = "sha256:40be55d30e200777a307a7585aee69e4eabb46b4ec6a4b4a5f2d9f11e7d5408d"},
+]
+typed-ast = [
+    {file = "typed_ast-1.4.3-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:2068531575a125b87a41802130fa7e29f26c09a2833fea68d9a40cf33902eba6"},
+    {file = "typed_ast-1.4.3-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:c907f561b1e83e93fad565bac5ba9c22d96a54e7ea0267c708bffe863cbe4075"},
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+    {file = "typed_ast-1.4.3-cp36-cp36m-win32.whl", hash = "sha256:398e44cd480f4d2b7ee8d98385ca104e35c81525dd98c519acff1b79bdaac363"},
+    {file = "typed_ast-1.4.3-cp36-cp36m-win_amd64.whl", hash = "sha256:bff6ad71c81b3bba8fa35f0f1921fb24ff4476235a6e94a26ada2e54370e6da7"},
+    {file = "typed_ast-1.4.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:0fb71b8c643187d7492c1f8352f2c15b4c4af3f6338f21681d3681b3dc31a266"},
+    {file = "typed_ast-1.4.3-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:760ad187b1041a154f0e4d0f6aae3e40fdb51d6de16e5c99aedadd9246450e9e"},
+    {file = "typed_ast-1.4.3-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:5feca99c17af94057417d744607b82dd0a664fd5e4ca98061480fd8b14b18d04"},
+    {file = "typed_ast-1.4.3-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:95431a26309a21874005845c21118c83991c63ea800dd44843e42a916aec5899"},
+    {file = "typed_ast-1.4.3-cp37-cp37m-win32.whl", hash = "sha256:aee0c1256be6c07bd3e1263ff920c325b59849dc95392a05f258bb9b259cf39c"},
+    {file = "typed_ast-1.4.3-cp37-cp37m-win_amd64.whl", hash = "sha256:9ad2c92ec681e02baf81fdfa056fe0d818645efa9af1f1cd5fd6f1bd2bdfd805"},
+    {file = "typed_ast-1.4.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:b36b4f3920103a25e1d5d024d155c504080959582b928e91cb608a65c3a49e1a"},
+    {file = "typed_ast-1.4.3-cp38-cp38-manylinux1_i686.whl", hash = "sha256:067a74454df670dcaa4e59349a2e5c81e567d8d65458d480a5b3dfecec08c5ff"},
+    {file = "typed_ast-1.4.3-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:7538e495704e2ccda9b234b82423a4038f324f3a10c43bc088a1636180f11a41"},
+    {file = "typed_ast-1.4.3-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:af3d4a73793725138d6b334d9d247ce7e5f084d96284ed23f22ee626a7b88e39"},
+    {file = "typed_ast-1.4.3-cp38-cp38-win32.whl", hash = "sha256:f2362f3cb0f3172c42938946dbc5b7843c2a28aec307c49100c8b38764eb6927"},
+    {file = "typed_ast-1.4.3-cp38-cp38-win_amd64.whl", hash = "sha256:dd4a21253f42b8d2b48410cb31fe501d32f8b9fbeb1f55063ad102fe9c425e40"},
+    {file = "typed_ast-1.4.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f328adcfebed9f11301eaedfa48e15bdece9b519fb27e6a8c01aa52a17ec31b3"},
+    {file = "typed_ast-1.4.3-cp39-cp39-manylinux1_i686.whl", hash = "sha256:2c726c276d09fc5c414693a2de063f521052d9ea7c240ce553316f70656c84d4"},
+    {file = "typed_ast-1.4.3-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:cae53c389825d3b46fb37538441f75d6aecc4174f615d048321b716df2757fb0"},
+    {file = "typed_ast-1.4.3-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:b9574c6f03f685070d859e75c7f9eeca02d6933273b5e69572e5ff9d5e3931c3"},
+    {file = "typed_ast-1.4.3-cp39-cp39-win32.whl", hash = "sha256:209596a4ec71d990d71d5e0d312ac935d86930e6eecff6ccc7007fe54d703808"},
+    {file = "typed_ast-1.4.3-cp39-cp39-win_amd64.whl", hash = "sha256:9c6d1a54552b5330bc657b7ef0eae25d00ba7ffe85d9ea8ae6540d2197a3788c"},
+    {file = "typed_ast-1.4.3.tar.gz", hash = "sha256:fb1bbeac803adea29cedd70781399c99138358c26d05fcbd23c13016b7f5ec65"},
+]
+typing-extensions = [
+    {file = "typing_extensions-3.7.4.3-py2-none-any.whl", hash = "sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"},
+    {file = "typing_extensions-3.7.4.3-py3-none-any.whl", hash = "sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918"},
+    {file = "typing_extensions-3.7.4.3.tar.gz", hash = "sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c"},
+]
+urllib3 = [
+    {file = "urllib3-1.26.9-py2.py3-none-any.whl", hash = "sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14"},
+    {file = "urllib3-1.26.9.tar.gz", hash = "sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e"},
+]
+werkzeug = [
+    {file = "Werkzeug-2.1.2-py3-none-any.whl", hash = "sha256:72a4b735692dd3135217911cbeaa1be5fa3f62bffb8745c5215420a03dc55255"},
+    {file = "Werkzeug-2.1.2.tar.gz", hash = "sha256:1ce08e8093ed67d638d63879fd1ba3735817f7a80de3674d293f5984f25fb6e6"},
+]
+wrapt = [
+    {file = "wrapt-1.12.1.tar.gz", hash = "sha256:b62ffa81fb85f4332a4f609cab4ac40709470da05643a082ec1eb88e6d9b97d7"},
+]
+xgboost = [
+    {file = "xgboost-1.6.1-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:2b3d4ee105f8434873b40edc511330b8276bf3a8d9d42fb0319973079df30b07"},
+    {file = "xgboost-1.6.1-py3-none-macosx_12_0_arm64.whl", hash = "sha256:bd3e59a5490e010004106d8ea1d07aa8e048be51a0974fca6b4f00988f087ab8"},
+    {file = "xgboost-1.6.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:bbf16af8bf72e8761fcf69fdb5798bd5add6ecb48049198551b13c1d7abeabb5"},
+    {file = "xgboost-1.6.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6207c77f611b54d9f056edede819ead03f0235615675f88030ff9fe10d359551"},
+    {file = "xgboost-1.6.1-py3-none-win_amd64.whl", hash = "sha256:3adcb7e4ccf774d5e0128c01e5c381303c3799910ab0f2e996160fe3cd23b7fc"},
+    {file = "xgboost-1.6.1.tar.gz", hash = "sha256:24072028656f3428e7b8aabf77340ece057f273e41f7f85d67ccaefb7454bb18"},
+]
+zipp = [
+    {file = "zipp-3.8.0-py3-none-any.whl", hash = "sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099"},
+    {file = "zipp-3.8.0.tar.gz", hash = "sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad"},
+]
diff --git a/docker/python/build/pyproject.toml b/docker/python/build/pyproject.toml
new file mode 100644
index 0000000000..1d0924c965
--- /dev/null
+++ b/docker/python/build/pyproject.toml
@@ -0,0 +1,173 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+[tool.black]
+line-length = 100
+target-version = ['py36']
+include = '(\.pyi?$)'
+exclude = '''
+
+(
+  /(
+      \.github
+    | \.tvm
+    | \.tvm_test_data
+    | \.vscode
+    | \.venv
+    | 3rdparty
+    | build\/
+    | cmake\/
+    | conda\/
+    | docker\/
+    | docs\/
+    | golang\/
+    | include\/
+    | jvm\/
+    | licenses\/
+    | nnvm\/
+    | rust\/
+    | src\/
+    | vta\/
+    | web\/
+  )/
+)
+'''
+
+[tool.poetry]
+name = "apache-tvm"
+authors = []
+version = "0.8.0"
+description = "Open source Deep Learning compliation toolkit"
+
+[[tool.poetry.source]]
+name = "oneflow"
+url = "https://release.oneflow.info"
+secondary = true
+
+#[[tool.poetry.source]]
+#name = "onnx"
+#url = "https://download.pytorch.org/whl/cpu"
+#secondary = true
+
+[[tool.poetry.source]]
+name = "tensorflow-aarch64"
+url = "https://snapshots.linaro.org/ldcg/python-cache"
+secondary = true
+[tool.poetry.dependencies]
+python = ">=3.7, <3.9"
+attrs = { version = "==*", optional = false }
+cloudpickle = { version = "==*", optional = false }
+coremltools = { version = "==*", optional = true }
+decorator = { version = "==*", optional = false }
+ethos-u-vela = { version = "==3.2.0", optional = true }
+flowvision = { version = "==0.1.0", optional = true }
+future = { version = "==*", optional = true }
+keras = { version = "==2.6", optional = true }
+mxnet = { version = "==1.6.0", optional = true }
+numpy = { version = "==1.19.3", optional = false }
+oneflow = { version = "==0.7.0", optional = true }
+onnx = { version = "==1.10.2", optional = true }
+onnxoptimizer = { version = "==0.2.6", optional = true }
+onnxruntime = { version = "==1.9.0", optional = true }
+opencv-python = { version = "==*", optional = true }
+paddlepaddle = { version = "==2.1.3", optional = true, markers = "'importer-tensorflow' not in extra and 'importer-tflite' not in extra" }
+protobuf = { version = "==*", optional = true }
+psutil = { version = "==*", optional = false }
+scikit-image = { version = "==*", optional = true }
+scipy = { version = "==1.7.3", optional = false }
+six = { version = "==*", optional = true }
+synr = { version = "==0.6.0", optional = false }
+tensorflow = { version = "==2.6.2", optional = true, markers = "platform_machine not in 'aarch64' and 'gpu' not in extra and 'importer-paddle' not in extra" }
+tensorflow-aarch64 = { version = "==2.6.2", optional = true, markers = "platform_machine in 'aarch64' and 'importer-paddle' not in extra" }
+tensorflow-gpu = { version = "==2.6.2", optional = true, markers = "platform_machine not in 'aarch64' and 'gpu' in extra and 'importer-paddle' not in extra" }
+tensorflow-estimator = { version = "==2.6.0", optional = true }
+tflite = { version = "==2.4.0", optional = true }
+torch = { version = "==1.11.0", optional = true }
+torchvision = { version = "==0.12.0", optional = true }
+tornado = { version = "==*", optional = false }
+xgboost = { version = ">=1.1.0", optional = true }
+
+[tool.poetry.dev-dependencies]
+astroid = "==*"
+autodocsumm = "==*"
+black = "<21.8b0"
+blocklint = "==0.2.3"
+commonmark = ">=0.7.3"
+cpplint = "==1.6.0"
+docutils = ">=0.11"
+flake8 = "==3.9.2"
+image = "==*"
+jinja2 = "==3.0.3"
+matplotlib = "==*"
+mypy = "==0.902"
+pillow = "==9.1.0"
+pylint = "==2.4.4"
+sphinx = "==4.2.0"
+sphinx-autodoc-annotation = "==*"
+sphinx-gallery = "==0.4.0"
+sphinx-rtd-theme = "==*"
+
+[tool.poetry.extras]
+# Requirements for using Arm(R) Ethos(TM)-U NPU
+ethosu = ["ethos-u-vela"]
+
+# Requirements for working with GPUs
+gpu = []
+
+# Requirements for the Caffe importer
+importer-caffe = ["numpy", "protobuf", "scikit-image", "six"]
+
+# Requirements for the Caffe2 importer
+importer-caffe2 = ["future", "torch"]
+
+# Requirements for the CoreML importer
+importer-coreml = ["coremltools"]
+
+# Requirements for the DarkNet importer
+importer-darknet = ["opencv-python"]
+
+# Requirements for the Keras importer
+importer-keras = ["keras", "tensorflow", "tensorflow-estimator"]
+
+# Requirements for the OneFlow importer
+importer-oneflow = ["flowvision", "oneflow"]
+
+# Requirements for the ONNX importer
+importer-onnx = ["future", "onnx", "onnxoptimizer", "onnxruntime", "torch", "torchvision"]
+
+# Requirements for the mxnet importer
+importer-mxnet = ["mxnet"]
+
+# Requirements for the PaddlePaddle importer
+importer-paddle = ["paddlepaddle"]
+
+# Requirements for the PyTorch importer
+importer-pytorch = ["future", "torch", "torchvision"]
+
+# Requirements for the TensorFlow importer
+importer-tensorflow = ["tensorflow", "tensorflow-estimator"]
+
+# Requirements for the TFLite importer
+importer-tflite = ["tensorflow", "tensorflow-estimator", "tflite"]
+
+# Requirements for the tvmc command-line tool
+tvmc = ["ethos-u-vela", "future", "onnx", "onnxoptimizer", "onnxruntime", "paddlepaddle", "tensorflow", "tflite", "torch", "torchvision", "xgboost"]
+
+# Requirements for XGBoost autotuning
+xgboost = ["future", "torch", "xgboost"]
+
+
diff --git a/docker/python/freeze-dependencies.sh b/docker/python/freeze-dependencies.sh
index 9aabb7feb3..3aa99c99ca 100755
--- a/docker/python/freeze-dependencies.sh
+++ b/docker/python/freeze-dependencies.sh
@@ -6,7 +6,8 @@ set -eux
 cd "$(dirname "$0")/../.."
 
 # NOTE: working dir inside docker is repo root.
-docker/bash.sh -i "${BUILD_TAG}.ci_py_deps:latest" python3 docker/python/freeze_deps.py \
+BUILD_TAG=$(echo -n "${BUILD_TAG:-tvm}" | python3 -c 'import sys; import urllib.parse; print(urllib.parse.quote(sys.stdin.read(), safe="").lower())' | tr % -)
+docker/bash.sh -it "${BUILD_TAG}.ci_py_deps:latest" python3 docker/python/freeze_deps.py \
                --ci-constraints=docker/python/ci-constraints.txt \
                --gen-requirements-py=python/gen_requirements.py \
                --template-pyproject-toml=pyproject.toml \
diff --git a/docker/sanitize-docker-image-name.sh b/docker/sanitize-docker-image-name.sh
new file mode 100755
index 0000000000..1a8649c32e
--- /dev/null
+++ b/docker/sanitize-docker-image-name.sh
@@ -0,0 +1,21 @@
+#!/bin/env bash
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+set -euxo pipefail
+
+echo -n "$@" | python3 -c 'import sys; import urllib.parse; print(urllib.parse.quote(sys.stdin.read(), safe="").lower())' | tr % --
diff --git a/jenkins/DockerBuild.groovy.j2 b/jenkins/DockerBuild.groovy.j2
index 84bb8e3e37..26539cc67a 100644
--- a/jenkins/DockerBuild.groovy.j2
+++ b/jenkins/DockerBuild.groovy.j2
@@ -3,7 +3,17 @@ def build_image(image_name) {
     returnStdout: true,
     script: 'git log -1 --format=\'%h\''
   ).trim()
-  def full_name = "${image_name}:${env.BRANCH_NAME}-${hash}-${env.BUILD_NUMBER}"
+  image_name = sh(
+    returnStdout: true,
+    script: "docker/sanitize-docker-image-name.sh ${image_name}",
+    label: "Sanitize docker image name"
+  ).trim()
+  def image_version = sh(
+    returnStdout: true,
+    script: "docker/sanitize-docker-image-name.sh ${env.BRANCH_NAME}-${hash}-${env.BUILD_NUMBER}",
+    label: "Sanitize docker image name"
+  ).trim()
+  def full_name = "${image_name}:${image_version}"
   sh(
     script: "${docker_build} ${image_name} --spec ${full_name}",
     label: 'Build docker image'
@@ -31,14 +41,16 @@ def build_image(image_name) {
           ''',
           label: 'Log in to ECR'
         )
+        def uploaded_name = "\$AWS_ACCOUNT_ID.dkr.ecr.\$AWS_DEFAULT_REGION.amazonaws.com/${full_name}"
         sh(
           script: """
             set -x
-            docker tag ${full_name} \$AWS_ACCOUNT_ID.dkr.ecr.\$AWS_DEFAULT_REGION.amazonaws.com/${full_name}
-            docker push \$AWS_ACCOUNT_ID.dkr.ecr.\$AWS_DEFAULT_REGION.amazonaws.com/${full_name}
+            docker tag ${full_name} ${uploaded_name}
+            docker push ${uploaded_name}
           """,
           label: 'Upload image to ECR'
         )
+        return uploaded_name;
       }
     }
   } finally {
@@ -60,56 +72,56 @@ def build_docker_images() {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_lint')
+          ci_lint = build_image('ci_lint')
         }
       }
     }, 'ci-cpu': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_cpu')
+          ci_cpu = build_image('ci_cpu')
         }
       }
     }, 'ci-gpu': {
       node('GPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_gpu')
+          ci_gpu = build_image('ci_gpu')
         }
       }
     }, 'ci-qemu': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_qemu')
+          ci_qemu = build_image('ci_qemu')
         }
       }
     }, 'ci-i386': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_i386')
+          ci_i386 = build_image('ci_i386')
         }
       }
     }, 'ci-arm': {
       node('ARM') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_arm')
+          ci_arm = build_image('ci_arm')
         }
       }
     }, 'ci-wasm': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_wasm')
+          ci_wasm = build_image('ci_wasm')
         }
       }
     }, 'ci-hexagon': {
       node('CPU') {
         timeout(time: max_time, unit: 'MINUTES') {
           init_git()
-          build_image('ci_hexagon')
+          ci_hexagon = build_image('ci_hexagon')
         }
       }
     }


[tvm] 09/09: fixup! Fix all scripts which reference python3 in the docker containers.

Posted by ar...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit e0d7ab56af639ca3fa3f3dcdff15502ae819dfdf
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Wed May 25 14:34:27 2022 -0700

    fixup! Fix all scripts which reference python3 in the docker containers.
---
 tests/scripts/setup-pytest-env.sh | 4 ++--
 tests/scripts/task_lint.sh        | 7 +++++--
 2 files changed, 7 insertions(+), 4 deletions(-)

diff --git a/tests/scripts/setup-pytest-env.sh b/tests/scripts/setup-pytest-env.sh
index 63145c9909..d0a2ab17bb 100755
--- a/tests/scripts/setup-pytest-env.sh
+++ b/tests/scripts/setup-pytest-env.sh
@@ -39,7 +39,7 @@ function cleanup() {
     set +x
     if [ "${#pytest_errors[@]}" -gt 0 ]; then
         echo "These pytest invocations failed, the results can be found in the Jenkins 'Tests' tab or by scrolling up through the raw logs here."
-        python3 tests/scripts/pytest_wrapper.py "${pytest_errors[@]}"
+        "${TVM_VENV}/bin/python3" tests/scripts/pytest_wrapper.py "${pytest_errors[@]}"
         exit 1
     fi
     set -x
@@ -59,7 +59,7 @@ function run_pytest() {
 
     suite_name="${test_suite_name}-${ffi_type}"
     exit_code=0
-    TVM_FFI=${ffi_type} python3 -m pytest \
+    TVM_FFI=${ffi_type} "${TVM_VENV}/bin/python3" -m pytest \
            -o "junit_suite_name=${suite_name}" \
            "--junit-xml=${TVM_PYTEST_RESULT_DIR}/${suite_name}.xml" \
            "--junit-prefix=${ffi_type}" \
diff --git a/tests/scripts/task_lint.sh b/tests/scripts/task_lint.sh
index 8fbba52662..d1f31abd70 100755
--- a/tests/scripts/task_lint.sh
+++ b/tests/scripts/task_lint.sh
@@ -28,11 +28,13 @@ trap cleanup 0
 # These shards are solely for CI to enable the lint job to have some parallelism.
 
 function shard1 {
+  . "${TVM_VENV}/bin/activate"
+
   echo "Convert scripts to Python..."
   tests/scripts/task_convert_scripts_to_python.sh
 
   echo "Check Jenkinsfile generation"
-  python3 jenkins/generate.py --check
+ jenkins/generate.py --check
 
   echo "Checking file types..."
   python3 tests/lint/check_file_type.py
@@ -57,6 +59,8 @@ function shard1 {
 }
 
 function shard2 {
+  . "${TVM_VENV}/bin/activate"
+
   echo "Linting the Python code with pylint..."
   tests/lint/pylint.sh
 
@@ -87,4 +91,3 @@ else
   shard1
   shard2
 fi
-


[tvm] 06/09: try to fix hashes

Posted by ar...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit b76c4ae87a768c3ac249b3bbb98c7f5c3e12eb39
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Mon May 23 15:56:05 2022 -0700

    try to fix hashes
---
 docker/python/bootstrap-requirements.txt | 123 ++++++++++++++++++++-----------
 1 file changed, 82 insertions(+), 41 deletions(-)

diff --git a/docker/python/bootstrap-requirements.txt b/docker/python/bootstrap-requirements.txt
index ddf1ea2571..5c036b8ed9 100644
--- a/docker/python/bootstrap-requirements.txt
+++ b/docker/python/bootstrap-requirements.txt
@@ -1,41 +1,82 @@
-CacheControl==0.12.11 --hash=sha256:2c75d6a8938cb1933c75c50184549ad42728a27e9f6b92fd677c3151aa72555b # CacheControl-0.12.11-py2.py3-none-any.whl
-SecretStorage==3.3.2 --hash=sha256:755dc845b6ad76dcbcbc07ea3da75ae54bb1ea529eb72d15f83d26499a5df319 # SecretStorage-3.3.2-py3-none-any.whl
-cachy==0.3.0 --hash=sha256:338ca09c8860e76b275aff52374330efedc4d5a5e45dc1c5b539c1ead0786fe7 # cachy-0.3.0-py2.py3-none-any.whl
-certifi==2021.10.8 --hash=sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569 # certifi-2021.10.8-py2.py3-none-any.whl
-cffi==1.15.0 --hash=sha256:fd8a250edc26254fe5b33be00402e6d287f562b6a5b2152dec302fa15bb3e997 # cffi-1.15.0-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
-charset-normalizer==2.0.12 --hash=sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df # charset_normalizer-2.0.12-py3-none-any.whl
-cleo==0.8.1 --hash=sha256:141cda6dc94a92343be626bb87a0b6c86ae291dfc732a57bf04310d4b4201753 # cleo-0.8.1-py2.py3-none-any.whl
-clikit==0.6.2 --hash=sha256:71268e074e68082306e23d7369a7b99f824a0ef926e55ba2665e911f7208489e # clikit-0.6.2-py2.py3-none-any.whl
-crashtest==0.3.1 --hash=sha256:300f4b0825f57688b47b6d70c6a31de33512eb2fa1ac614f780939aa0cf91680 # crashtest-0.3.1-py3-none-any.whl
-cryptography==36.0.2 --hash=sha256:c2c5250ff0d36fd58550252f54915776940e4e866f38f3a7866d92b32a654b86 # cryptography-36.0.2-cp36-abi3-manylinux_2_24_x86_64.whl
-distlib==0.3.4 --hash=sha256:6564fe0a8f51e734df6333d08b8b94d4ea8ee6b99b5ed50613f731fd4089f34b # distlib-0.3.4-py2.py3-none-any.whl
-filelock==3.6.0 --hash=sha256:f8314284bfffbdcfa0ff3d7992b023d4c628ced6feb957351d4c48d059f56bc0 # filelock-3.6.0-py3-none-any.whl
-html5lib==1.1 --hash=sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d # html5lib-1.1-py2.py3-none-any.whl
-idna==3.3 --hash=sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff # idna-3.3-py3-none-any.whl
-importlib-metadata==1.7.0 --hash=sha256:dc15b2969b4ce36305c51eebe62d418ac7791e9a157911d58bfb1f9ccd8e2070 # importlib_metadata-1.7.0-py2.py3-none-any.whl
-jeepney==0.8.0 --hash=sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755 # jeepney-0.8.0-py3-none-any.whl
-keyring==22.3.0 --hash=sha256:2bc8363ebdd63886126a012057a85c8cb6e143877afa02619ac7dbc9f38a207b # keyring-22.3.0-py3-none-any.whl
-lockfile==0.12.2 --hash=sha256:6c3cb24f344923d30b2785d5ad75182c8ea7ac1b6171b08657258ec7429d50fa # lockfile-0.12.2-py2.py3-none-any.whl
-msgpack==1.0.3 --hash=sha256:9c0903bd93cbd34653dd63bbfcb99d7539c372795201f39d16fdfde4418de43a # msgpack-1.0.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-packaging==20.9 --hash=sha256:67714da7f7bc052e064859c05c595155bd1ee9f69f76557e21f051443c20947a # packaging-20.9-py2.py3-none-any.whl
-pastel==0.2.1 --hash=sha256:4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364 # pastel-0.2.1-py2.py3-none-any.whl
-pexpect==4.8.0 --hash=sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937 # pexpect-4.8.0-py2.py3-none-any.whl
-pip==22.0.4 --hash=sha256:c6aca0f2f081363f689f041d90dab2a07a9a07fb840284db2218117a52da800b # pip-22.0.4-py3-none-any.whl
-pkginfo==1.8.2 --hash=sha256:c24c487c6a7f72c66e816ab1796b96ac6c3d14d49338293d2141664330b55ffc # pkginfo-1.8.2-py2.py3-none-any.whl
-platformdirs==2.5.2 --hash=sha256:027d8e83a2d7de06bbac4e5ef7e023c02b863d7ea5d079477e722bb41ab25788 # platformdirs-2.5.2-py3-none-any.whl
-poetry==1.1.13 --hash=sha256:52deb0792a2e801967ba9c4cdb39b56fe68b0b5cd3f195b004bef603db9d51a7 # poetry-1.1.13-py2.py3-none-any.whl
-poetry-core==1.0.8 --hash=sha256:54b0fab6f7b313886e547a52f8bf52b8cf43e65b2633c65117f8755289061924 # poetry_core-1.0.8-py2.py3-none-any.whl
-ptyprocess==0.7.0 --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 # ptyprocess-0.7.0-py2.py3-none-any.whl
-pycparser==2.21 --hash=sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9 # pycparser-2.21-py2.py3-none-any.whl
-pylev==1.4.0 --hash=sha256:7b2e2aa7b00e05bb3f7650eb506fc89f474f70493271a35c242d9a92188ad3dd # pylev-1.4.0-py2.py3-none-any.whl
-pyparsing==3.0.8 --hash=sha256:ef7b523f6356f763771559412c0d7134753f037822dad1b16945b7b846f7ad06 # pyparsing-3.0.8-py3-none-any.whl
-requests==2.27.1 --hash=sha256:f22fa1e554c9ddfd16e6e41ac79759e17be9e492b3587efa038054674760e72d # requests-2.27.1-py2.py3-none-any.whl
-requests-toolbelt==0.9.1 --hash=sha256:380606e1d10dc85c3bd47bf5a6095f815ec007be7a8b69c878507068df059e6f # requests_toolbelt-0.9.1-py2.py3-none-any.whl
-setuptools==62.1.0 --hash=sha256:26ead7d1f93efc0f8c804d9fafafbe4a44b179580a7105754b245155f9af05a8 # setuptools-62.1.0-py3-none-any.whl
-shellingham==1.4.0 --hash=sha256:536b67a0697f2e4af32ab176c00a50ac2899c5a05e0d8e2dadac8e58888283f9 # shellingham-1.4.0-py2.py3-none-any.whl
-six==1.16.0 --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254 # six-1.16.0-py2.py3-none-any.whl
-tomlkit==0.10.1 --hash=sha256:3eba517439dcb2f84cf39f4f85fd2c3398309823a3c75ac3e73003638daf7915 # tomlkit-0.10.1-py3-none-any.whl
-urllib3==1.26.9 --hash=sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14 # urllib3-1.26.9-py2.py3-none-any.whl
-virtualenv==20.14.1 --hash=sha256:e617f16e25b42eb4f6e74096b9c9e37713cf10bf30168fb4a739f3fa8f898a3a # virtualenv-20.14.1-py2.py3-none-any.whl
-webencodings==0.5.1 --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78 # webencodings-0.5.1-py2.py3-none-any.whl
-zipp==3.8.0 --hash=sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099 # zipp-3.8.0-py3-none-any.whl
+CacheControl==0.12.11 \
+    --hash=sha256:2c75d6a8938cb1933c75c50184549ad42728a27e9f6b92fd677c3151aa72555b
+SecretStorage==3.3.2 \
+    --hash=sha256:755dc845b6ad76dcbcbc07ea3da75ae54bb1ea529eb72d15f83d26499a5df319
+cachy==0.3.0 \
+    --hash=sha256:338ca09c8860e76b275aff52374330efedc4d5a5e45dc1c5b539c1ead0786fe7
+certifi==2022.5.18.1 \
+    --hash=sha256:f1d53542ee8cbedbe2118b5686372fb33c297fcd6379b050cca0ef13a597382a
+cffi==1.15.0 \
+    --hash=sha256:fd8a250edc26254fe5b33be00402e6d287f562b6a5b2152dec302fa15bb3e997
+charset-normalizer==2.0.12 \
+    --hash=sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df
+cleo==0.8.1 \
+    --hash=sha256:141cda6dc94a92343be626bb87a0b6c86ae291dfc732a57bf04310d4b4201753
+clikit==0.6.2 \
+    --hash=sha256:71268e074e68082306e23d7369a7b99f824a0ef926e55ba2665e911f7208489e
+crashtest==0.3.1 \
+    --hash=sha256:300f4b0825f57688b47b6d70c6a31de33512eb2fa1ac614f780939aa0cf91680
+cryptography==37.0.2 \
+    --hash=sha256:0cc20f655157d4cfc7bada909dc5cc228211b075ba8407c46467f63597c78178
+distlib==0.3.4 \
+    --hash=sha256:6564fe0a8f51e734df6333d08b8b94d4ea8ee6b99b5ed50613f731fd4089f34b
+filelock==3.7.0 \
+    --hash=sha256:c7b5fdb219b398a5b28c8e4c1893ef5f98ece6a38c6ab2c22e26ec161556fed6
+html5lib==1.1 \
+    --hash=sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d
+idna==3.3 \
+    --hash=sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff
+importlib-metadata==1.7.0 \
+    --hash=sha256:dc15b2969b4ce36305c51eebe62d418ac7791e9a157911d58bfb1f9ccd8e2070
+jeepney==0.8.0 \
+    --hash=sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755
+keyring==22.3.0 \
+    --hash=sha256:2bc8363ebdd63886126a012057a85c8cb6e143877afa02619ac7dbc9f38a207b
+lockfile==0.12.2 \
+    --hash=sha256:6c3cb24f344923d30b2785d5ad75182c8ea7ac1b6171b08657258ec7429d50fa
+msgpack==1.0.3 \
+    --hash=sha256:9c0903bd93cbd34653dd63bbfcb99d7539c372795201f39d16fdfde4418de43a
+packaging==20.9 \
+    --hash=sha256:67714da7f7bc052e064859c05c595155bd1ee9f69f76557e21f051443c20947a
+pastel==0.2.1 \
+    --hash=sha256:4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364
+pexpect==4.8.0 \
+    --hash=sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937
+pip==22.1.1 \
+    --hash=sha256:e7bcf0b2cbdec2af84cc1b7b79b25fdbd7228fbdb61a4dca0b82810d0ba9d18b
+pkginfo==1.8.2 \
+    --hash=sha256:c24c487c6a7f72c66e816ab1796b96ac6c3d14d49338293d2141664330b55ffc
+platformdirs==2.5.2 \
+    --hash=sha256:027d8e83a2d7de06bbac4e5ef7e023c02b863d7ea5d079477e722bb41ab25788
+poetry==1.1.13 \
+    --hash=sha256:52deb0792a2e801967ba9c4cdb39b56fe68b0b5cd3f195b004bef603db9d51a7
+poetry-core==1.0.8 \
+    --hash=sha256:54b0fab6f7b313886e547a52f8bf52b8cf43e65b2633c65117f8755289061924
+ptyprocess==0.7.0 \
+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35
+pycparser==2.21 \
+    --hash=sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9
+pylev==1.4.0 \
+    --hash=sha256:7b2e2aa7b00e05bb3f7650eb506fc89f474f70493271a35c242d9a92188ad3dd
+pyparsing==3.0.9 \
+    --hash=sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc
+requests==2.27.1 \
+    --hash=sha256:f22fa1e554c9ddfd16e6e41ac79759e17be9e492b3587efa038054674760e72d
+requests-toolbelt==0.9.1 \
+    --hash=sha256:380606e1d10dc85c3bd47bf5a6095f815ec007be7a8b69c878507068df059e6f
+setuptools==62.3.2 \
+    --hash=sha256:68e45d17c9281ba25dc0104eadd2647172b3472d9e01f911efa57965e8d51a36
+shellingham==1.4.0 \
+    --hash=sha256:536b67a0697f2e4af32ab176c00a50ac2899c5a05e0d8e2dadac8e58888283f9
+six==1.16.0 \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
+tomlkit==0.10.2 \
+    --hash=sha256:905cf92c2111ef80d355708f47ac24ad1b6fc2adc5107455940088c9bbecaedb
+urllib3==1.26.9 \
+    --hash=sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14
+virtualenv==20.14.1 \
+    --hash=sha256:e617f16e25b42eb4f6e74096b9c9e37713cf10bf30168fb4a739f3fa8f898a3a
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+zipp==3.8.0 \
+    --hash=sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099


[tvm] 01/09: Add freeze_deps tool and modify gen_requirements to work with it.

Posted by ar...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit 2ac4f6f938f888c7de936d3193d3a243cefcba88
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Thu May 19 15:01:03 2022 -0700

    Add freeze_deps tool and modify gen_requirements to work with it.
---
 docker/python/ci-constraints.txt     |  40 ++++
 docker/python/freeze-dependencies.sh |  13 ++
 docker/python/freeze_deps.py         | 260 ++++++++++++++++++++++++++
 pyproject.toml                       |  21 +++
 python/gen_requirements.py           | 343 +++++++++++++++++++++++------------
 5 files changed, 559 insertions(+), 118 deletions(-)

diff --git a/docker/python/ci-constraints.txt b/docker/python/ci-constraints.txt
new file mode 100644
index 0000000000..258d4bd4bd
--- /dev/null
+++ b/docker/python/ci-constraints.txt
@@ -0,0 +1,40 @@
+# This file lists packages we intentionally hold back in CI for no reason other than that
+# updates outside of these bounds require a considerable amount of work, and allowing them to float
+# freely would mean that small changes to the TVM dependency set could be held up behind large
+# migration tasks if a new version of these packages were to be released. Holding packages back
+# here allows us to decide when to tackle such migration work.
+#keras = "^2.6.0"
+#mxnet = "^1.6.0"
+
+black = "<21.8b0"  # Breaks tensorflow-gpu. Revisit when tensorflow is upgraded.
+blocklint = "==0.2.3"
+#commonmark = ">=0.7.3"
+cpplint = "==1.6.0"
+#docutils = ">=0.11,<0.17"
+#ethos-u-vela = "==3.2.0"
+flake8 = "==3.9.2"
+flowvision = "==0.1.0"
+#h5py = "==3.1.0"
+keras = "==2.6"
+jinja2 = "==3.0.3"
+mxnet = "==1.6.0"
+mypy = "==0.902"
+oneflow = "==0.7.0"
+onnx = "==1.10.2"
+onnxruntime = "==1.9.0"
+onnxoptimizer = "==0.2.6"
+numpy = "==1.19.3"
+paddlepaddle = "==2.1.3"
+pillow = "==9.1.0"
+pylint = "==2.4.4"
+scipy = "==1.7.3"
+sphinx = "==4.2.0"
+sphinx-gallery = "==0.4.0"
+tensorflow = "==2.6.2"
+tensorflow-aarch64 = "==2.6.2"
+tensorflow-estimator = "==2.6.0"
+tensorflow-gpu = "==2.6.2"
+tflite = "==2.4.0"
+torch = "==1.11.0"
+torchvision = "==0.12.0"
+#xgboost = "==1.4.2"
diff --git a/docker/python/freeze-dependencies.sh b/docker/python/freeze-dependencies.sh
new file mode 100755
index 0000000000..9aabb7feb3
--- /dev/null
+++ b/docker/python/freeze-dependencies.sh
@@ -0,0 +1,13 @@
+#!/bin/bash -eux
+
+# Build base images (one per Python architecture) used in building the remaining TVM docker images.
+set -eux
+
+cd "$(dirname "$0")/../.."
+
+# NOTE: working dir inside docker is repo root.
+docker/bash.sh -i "${BUILD_TAG}.ci_py_deps:latest" python3 docker/python/freeze_deps.py \
+               --ci-constraints=docker/python/ci-constraints.txt \
+               --gen-requirements-py=python/gen_requirements.py \
+               --template-pyproject-toml=pyproject.toml \
+               --output-base=docker/python/build
diff --git a/docker/python/freeze_deps.py b/docker/python/freeze_deps.py
new file mode 100644
index 0000000000..01abff5ee6
--- /dev/null
+++ b/docker/python/freeze_deps.py
@@ -0,0 +1,260 @@
+#!/usr/bin/env python3
+import argparse
+import importlib
+import pathlib
+import re
+import shutil
+import subprocess
+import sys
+import tempfile
+import typing
+
+
+SECTION_RE = re.compile(r'\[([^]]+)\].*')
+
+
+def remove_sections(lines : typing.List[str], section_names : typing.List[str]) -> typing.List[str]:
+  """Remove .toml sections from a list of lines.
+
+  Parameters
+  ----------
+  lines : list[str]
+      A list containing the lines of the toml file.
+  section_names : list[str]
+      A list of names of sections which should be removed.
+
+  Returns
+  -------
+  (removed, insert_points):
+      A 2-tuple. `removed` is a new list of strings with those sections removed. `insert_points` is
+      a dict containing an entry for each section removed; key is the section name and value is the
+      index into `removed` where that section would have been.
+  """
+  removed = []
+  insert_points = {}
+  drop_line = False
+  for line in lines:
+    m = SECTION_RE.match(line)
+    if m:
+      drop_line = m.group(1) in section_names
+      insert_points[m.group(1)] = len(removed)
+
+    if not drop_line:
+      removed.append(line)
+
+  return removed, insert_points
+
+
+def write_dependencies(requirements_by_piece : dict, constraints : dict, output_f):
+  """Write the [tool.poetry.dependencies] section of pyproject.toml.
+
+  Parameters
+  ----------
+  requirements_by_piece : dict
+      The REQUIREMENTS_BY_PIECE dict from gen_requirements.py module.
+  constraints : dict
+      The CONSTRAINTS dict from gen_requirements.py module, updated with additional constraints from
+      ci-constraints.txt.
+  output_f : File
+      A file-like object where the section should be written.
+  """
+  output_f.write("[tool.poetry.dependencies]\n"
+                 'python = ">=3.7, <3.9"\n')
+  core_packages = set(requirements_by_piece["core"][1])
+  dev_packages = set(requirements_by_piece["dev"][1])
+
+  for package, constraint in constraints.items():
+    if package in dev_packages:
+      continue
+
+    optional = package not in core_packages
+    marker = f', markers = "{constraint.environment_marker}"' if constraint.environment_marker else ''
+    output_f.write(
+        f"{package} = {{ version = \"{constraint.constraint or '*'}\", optional = {str(optional).lower()}{marker} }}\n")
+
+  output_f.write("\n")
+
+
+def write_dev_dependencies(requirements_by_piece : dict, constraints : dict, output_f):
+  """Write the [tool.poetry.dev-dependencies] section of pyproject.toml.
+
+  Parameters
+  ----------
+  requirements_by_piece : dict
+      The REQUIREMENTS_BY_PIECE dict from gen_requirements.py module.
+  constraints : dict
+      The CONSTRAINTS dict from gen_requirements.py module, updated with additional constraints from
+      ci-constraints.txt.
+  output_f : File
+      A file-like object where the section should be written.
+  """
+  output_f.write("[tool.poetry.dev-dependencies]\n")
+  dev_packages = set(requirements_by_piece["dev"][1])
+
+  for package, constraint in constraints.items():
+    if package not in dev_packages:
+      continue
+
+    output_f.write(f"{package} = \"{constraint.constraint or '*'}\"\n")
+
+  output_f.write("\n")
+
+
+def write_extras(requirements_by_piece : dict, constraints : dict, output_f):
+  """Write the [tool.poetry.extras] section of pyproject.toml.
+
+  Parameters
+  ----------
+  requirements_by_piece : dict
+      The REQUIREMENTS_BY_PIECE dict from gen_requirements.py module.
+  constraints : dict
+      The CONSTRAINTS dict from gen_requirements.py module, updated with additional constraints from
+      ci-constraints.txt.
+  output_f : File
+      A file-like object where the section should be written.
+  """
+  output_f.write("[tool.poetry.extras]\n")
+
+  for piece, (description, packages) in requirements_by_piece.items():
+    if piece in ("core", "dev"):
+      # These pieces do not need an extras declaration.
+      continue
+
+    output_f.write(f"# {description}\n")
+    package_list = ", ".join(f'"{p}"' for p in sorted(packages))
+    output_f.write(f"{piece} = [{package_list}]\n\n")
+
+  output_f.write("\n")
+
+
+# List of all the emitted sections in order they are to be emitted.
+SECTION_ORDER = ("tool.poetry.dependencies", "tool.poetry.dev-dependencies", "tool.poetry.extras")
+
+
+CI_CONSTRAINTS_RE = re.compile(r'(?P<package_name>[a-zA-Z0-9_-]+) = "(?P<version>[^"]+)".*')
+
+
+def generate_pyproject_toml(ci_constraints_txt : pathlib.Path, gen_requirements_py : pathlib.Path,
+                            template_pyproject_toml : pathlib.Path,
+                            output_pyproject_toml : pathlib.Path):
+  """Generate poetry dependencies sections in pyproject.toml from gen_requirements.py.
+
+  Existing [tool.poetry.dev-dependencies], [tool.poetry.dependencies], and [tool.poetry.extras]
+  sections are overwritten.
+
+  Parameters
+  ----------
+  ci_constraints_txt : pathlib.Path
+      Path to ci-constraints.txt.
+  gen_requirements_py : pathlib.Path
+      Path to the python/gen_requirements.py file in TVM.
+  template_pyproject_toml : pathlib.Path
+      Path to a pyproject.toml whose [{dev-,}dependencies] sections should be replaced with those from
+      gen_requirements.py. In production, this is expected to be the checked-in pyproject.toml at
+      the root of the TVM repo.
+  output_pyproject_toml : pathlib.Path
+      Non-existent path to the revised pyproject.toml.
+  """
+  with open(template_pyproject_toml) as template_f:
+    pyproject_toml, insert_points = remove_sections(template_f, SECTION_ORDER)
+
+  insert_points = {s: insert_points.get(s, len(pyproject_toml)) for s in SECTION_ORDER}
+
+  sys.path.insert(0, str(gen_requirements_py.resolve().parent))
+  gen_requirements = importlib.import_module(gen_requirements_py.stem)
+  sys.path.pop(0)
+
+  constraints_list = []
+  for pkg, constraint in gen_requirements.CONSTRAINTS:
+    gen_requirements.parse_constraint_entry(pkg, constraint, None, constraints_list)
+
+  constraints = {r.package: r for r in constraints_list}
+  with open(ci_constraints_txt) as ci_constraints_f:
+    for i, line in enumerate(ci_constraints_f):
+      if not line.strip():
+        continue
+
+      m = CI_CONSTRAINTS_RE.match(line)
+      if not m:
+        if line.startswith("#"):
+          continue
+        print(f"{ci_constraints_txt}: {i}: Malformed line {line}")
+        sys.exit(2)
+
+      package_name = m.group("package_name")
+      if package_name not in constraints:
+        print(f"{ci_constraints_txt}: {i}: Package {package_name} not listed in gen_requirements.py")
+        sys.exit(2)
+
+      constraint = constraints[package_name]
+      if constraint.constraint != "==*":
+        print(f"{ci_constraints_txt}: {i}: Package {package_name} already functionally constrained in gen_requirements.py")
+        sys.exit(2)
+
+      constraints[package_name] = gen_requirements.Requirement(constraint.package, m.group("version"), constraint.environment_marker)
+
+  stop_points = list(sorted([(v, k) for k, v in insert_points.items()], key=lambda x: (x[0], SECTION_ORDER.index(x[1]))))
+  next_stop = stop_points.pop(0)
+  with open(output_pyproject_toml, "w") as output_f:
+    def _write(next_stop, i):
+      while next_stop[0] == i:
+        writer_function_name = f"write_{next_stop[1][len('tool.poetry.'):].replace('-', '_')}"
+        globals()[writer_function_name](dict(gen_requirements.REQUIREMENTS_BY_PIECE), constraints, output_f)
+        next_stop = stop_points.pop(0) if stop_points else (None, "")
+
+      return next_stop
+
+    for i, line in enumerate(pyproject_toml):
+      next_stop = _write(next_stop, i)
+      output_f.write(line)
+
+    next_stop = _write(next_stop, len(pyproject_toml))
+    assert next_stop[0] is None, f"Did not write all sections. Remaining: {next_stop}"
+
+
+def freeze_deps(output_pyproject_toml):
+  with open(output_pyproject_toml.parent / "poetry-lock.log", "w") as f:
+    # Disable parallel fetching which tends to result in "Connection aborted" errors.
+    # https://github.com/python-poetry/poetry/issues/3219
+    subprocess.check_call(["poetry", "config", "installer.parallel", "false"], cwd=output_pyproject_toml.parent)
+    subprocess.check_call(["poetry", "lock", "-vv"], stdout=f, stderr=subprocess.STDOUT, cwd=output_pyproject_toml.parent)
+
+
+REPO_ROOT = pathlib.Path(__file__).parent.parent
+
+
+def parse_args(argv : typing.List[str]) -> argparse.Namespace:
+  parser = argparse.ArgumentParser(argv[0], usage="Create a pyproject.toml containing the information in python/gen_requirements.py")
+  parser.add_argument("--ci-constraints",
+                      type=pathlib.Path, default=REPO_ROOT / "docker/ci-constraints.txt",
+                      help=("Path to a file describing packages held back in "
+                            "CI to make routine package updates possible."))
+  parser.add_argument("--gen-requirements-py",
+                      type=pathlib.Path, default=REPO_ROOT / "python" / "gen_requirements.py",
+                      help="Path to python/gen_requirements.py in the TVM repo")
+  parser.add_argument("--template-pyproject-toml",
+                      type=pathlib.Path,
+                      help="Path to the pyproject.toml to use as a basis for the updated pyproject.toml.")
+  parser.add_argument("--output-base",
+                      type=pathlib.Path,
+                      help="Path where the updated pyproject.toml and poetry.lock should be written.")
+
+  return parser.parse_args(argv[1:])
+
+
+def main(argv : typing.List[str]):
+  args = parse_args(argv)
+
+  if args.output_base.exists():
+    shutil.rmtree(args.output_base)
+  args.output_base.mkdir(parents=True)
+
+  pyproject_toml = pathlib.Path(args.output_base) / "pyproject.toml"
+  generate_pyproject_toml(args.ci_constraints, args.gen_requirements_py, args.template_pyproject_toml, pyproject_toml)
+  with open(pyproject_toml) as f:
+    print(f.read())
+  freeze_deps(pyproject_toml)
+
+
+if __name__ == "__main__":
+  main(sys.argv)
diff --git a/pyproject.toml b/pyproject.toml
index 5cca711ddb..65444820e0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,3 +46,24 @@ exclude = '''
   )/
 )
 '''
+
+[tool.poetry]
+name = "apache-tvm"
+authors = []
+version = "0.8.0"
+description = "Open source Deep Learning compliation toolkit"
+
+[[tool.poetry.source]]
+name = "oneflow"
+url = "https://release.oneflow.info"
+secondary = true
+
+#[[tool.poetry.source]]
+#name = "onnx"
+#url = "https://download.pytorch.org/whl/cpu"
+#secondary = true
+
+[[tool.poetry.source]]
+name = "tensorflow-aarch64"
+url = "https://snapshots.linaro.org/ldcg/python-cache"
+secondary = true
diff --git a/python/gen_requirements.py b/python/gen_requirements.py
index 6cb92921f3..45aab10295 100755
--- a/python/gen_requirements.py
+++ b/python/gen_requirements.py
@@ -45,14 +45,15 @@ The data representing each piece is contained in the two maps below.
 
 import argparse
 import collections
+import dataclasses
 import os
 import re
 import textwrap
 import sys
-import typing
+from typing import Dict, List, Pattern, Tuple, Union
 
 
-RequirementsByPieceType = typing.List[typing.Tuple[str, typing.Tuple[str, typing.List[str]]]]
+RequirementsByPieceType = List[Tuple[str, Tuple[str, List[str]]]]
 
 
 # Maps named TVM piece (see description above) to a list of names of Python packages. Please use
@@ -85,6 +86,13 @@ REQUIREMENTS_BY_PIECE: RequirementsByPieceType = [
             ],
         ),
     ),
+    (
+        "gpu",
+        (
+            "Requirements for working with GPUs",
+            [],  # NOTE: tensorflow-gpu installed via environment marker.
+        ),
+    ),
     # Relay frontends.
     (
         "importer-caffe",
@@ -112,7 +120,17 @@ REQUIREMENTS_BY_PIECE: RequirementsByPieceType = [
     ("importer-darknet", ("Requirements for the DarkNet importer", ["opencv-python"])),
     (
         "importer-keras",
-        ("Requirements for the Keras importer", ["tensorflow", "tensorflow-estimator"]),
+        ("Requirements for the Keras importer", ["keras", "tensorflow", "tensorflow-estimator"]),
+    ),
+    (
+        "importer-oneflow",
+        (
+            "Requirements for the OneFlow importer",
+            [
+                "flowvision",
+                "oneflow",
+            ],
+        ),
     ),
     (
         "importer-onnx",
@@ -128,6 +146,15 @@ REQUIREMENTS_BY_PIECE: RequirementsByPieceType = [
             ],
         ),
     ),
+    (
+        "importer-mxnet",
+        (
+            "Requirements for the mxnet importer",
+            [
+                "mxnet",
+            ],
+        ),
+    ),
     (
         "importer-paddle",
         ("Requirements for the PaddlePaddle importer", ["paddlepaddle"]),
@@ -170,17 +197,6 @@ REQUIREMENTS_BY_PIECE: RequirementsByPieceType = [
             ],
         ),
     ),
-    # Vitis AI requirements
-    (
-        "vitis-ai",
-        (
-            "Requirements for the Vitis AI codegen",
-            [
-                "h5py",
-                "progressbar",
-            ],
-        ),
-    ),
     # XGBoost, useful for autotuning on some targets.
     (
         "xgboost",
@@ -202,28 +218,45 @@ REQUIREMENTS_BY_PIECE: RequirementsByPieceType = [
                 "astroid",  # pylint requirement, listed so a hard constraint can be included.
                 "autodocsumm",
                 "black",
+                "blocklint",
                 "commonmark",
                 "cpplint",
                 "docutils",
+                "flake8",
                 "image",
+                "jinja2",
                 "matplotlib",
+                "mypy",
                 "pillow",
                 "pylint",
                 "sphinx",
-                "sphinx_autodoc_annotation",
-                "sphinx_gallery",
-                "sphinx_rtd_theme",
+                "sphinx-autodoc-annotation",
+                "sphinx-gallery",
+                "sphinx-rtd-theme",
                 "types-psutil",
             ],
         ),
     ),
 ]
 
-ConstraintsType = typing.List[typing.Tuple[str, typing.Union[None, str]]]
+ConstraintsType = List[Tuple[str, Union[Tuple[str]]]]
 
-# Maps a named Python package (which should appear in REQUIREMENTS_BY_PIECE above) to a
-# semver or pip version constraint. Semver constraints are translated into requirements.txt-friendly
-# constraints.
+# Maps a named Python package (which should appear in REQUIREMENTS_BY_PIECE above) to one or more
+# constraint specifications matching the following form:
+#
+# [<replacement-package-name>]<constraint>[; <pep496 environment marker>]
+#
+# Where each field is defined as:
+# <replacement-package-name>: Valid only when <pep496 environment marker> is present. If given,
+#     uses this package name in place of the original when the environment marker condition is
+#     met.
+# <constraint>: A semantic version (semver.org) (expressed as "^a.b.c") or a pip version constarint.
+# <pep496 environment maker>: A PEP406-compatible environment marker specifying the conditions under
+#     which this conraint and package should be used.
+#
+# A few limitations on replacement-package-name:
+# 1. It can't be mentioned in REQUIRMENTS_BY_NAME.
+# 2. It can't be mentioned as <replacement-package-name> in a constraint for different package name.
 #
 # These constraints serve only to record technical reasons why a particular version can't be used.
 # They are the default install_requires used in setup.py. These can be further narrowed to restrict
@@ -234,74 +267,95 @@ ConstraintsType = typing.List[typing.Tuple[str, typing.Union[None, str]]]
 # 2. If TVM will functionally break against an old version of a dependency, specify a >= relation
 #    here. Include a comment linking to context or explaining why the constraint is in place.
 CONSTRAINTS = [
-    ("astroid", None),
-    ("attrs", None),
-    ("autodocsumm", None),
-    ("black", "==20.8b1"),
-    ("cloudpickle", None),
-    ("commonmark", ">=0.7.3"),  # From PR #213.
-    ("coremltools", None),
-    ("cpplint", None),
-    ("decorator", None),
+    ("astroid", []),
+    ("attrs", []),
+    ("autodocsumm", []),
+    ("black", []),
+    ("blocklint", []),
+    ("cloudpickle", []),
+    ("commonmark", [">=0.7.3"]),  # From PR #213.
+    ("coremltools", []),
+    ("cpplint", []),
+    ("decorator", []),
     (
         "docutils",
-        "<0.17",
+        [">=0.11,<0.17"],
     ),  # Work around https://github.com/readthedocs/sphinx_rtd_theme/issues/1115
-    ("ethos-u-vela", "==3.2.0"),
-    ("future", None),
-    ("h5py", "==2.10.0"),
-    ("image", None),
-    ("matplotlib", None),
-    ("numpy", None),
-    ("onnx", None),
-    ("onnxoptimizer", None),
-    ("onnxruntime", None),
-    ("opencv-python", None),
-    ("paddlepaddle", None),
-    ("pillow", None),
-    ("progressbar", None),
-    ("protobuf", None),
-    ("psutil", None),
-    ("pylint", None),
-    ("scikit-image", None),
-    ("scipy", None),
-    ("six", None),
-    ("sphinx", None),
-    ("sphinx_autodoc_annotation", None),
-    ("sphinx_gallery", None),
-    ("sphinx_rtd_theme", None),
-    ("synr", "==0.6.0"),
-    ("tensorflow", None),
-    ("tensorflow-estimator", None),
-    ("tflite", None),
-    ("torch", None),
-    ("torchvision", None),
-    ("tornado", None),
-    ("xgboost", ">=1.1.0"),  # From PR #4953.
+    ("ethos-u-vela", ["==3.2.0"]),
+    ("flake8", []),
+    ("flowvision", []),
+    ("future", []),
+    ("image", []),
+    ("jinja2", []),
+    ("keras", []),
+    ("matplotlib", []),
+    ("mxnet", []),
+    ("mypy", []),
+    ("numpy", []),
+    ("oneflow", []),
+    ("onnx", []),
+    ("onnxoptimizer", []),
+    ("onnxruntime", []),
+    ("opencv-python", []),
+    ("paddlepaddle", ["==*; 'importer-tensorflow' not in extra and 'importer-tflite' not in extra"]),
+    ("pillow", []),
+    ("protobuf", []),
+    ("psutil", []),
+    ("pylint", []),
+    ("scikit-image", []),
+    ("scipy", []),
+    ("six", []),
+    ("sphinx", []),
+    ("sphinx-autodoc-annotation", []),
+    ("sphinx-gallery", []),
+    ("sphinx-rtd-theme", []),
+    ("synr", ["==0.6.0"]),
+    ("tensorflow", [
+        "tensorflow==*; platform_machine not in 'aarch64' and 'gpu' not in extra and 'importer-paddle' not in extra",
+        "tensorflow-aarch64==*; platform_machine in 'aarch64' and 'importer-paddle' not in extra",
+        "tensorflow-gpu==*; platform_machine not in 'aarch64' and 'gpu' in extra and 'importer-paddle' not in extra",
+        ]),
+    ("tensorflow-estimator", []),
+    ("tflite", []),
+    ("torch", []),
+    ("torchvision", []),
+    ("tornado", []),
+    ("xgboost", [">=1.1.0"]),  # From PR #4953.
 ]
 
+
 ################################################################################
 # End of configuration options.
 ################################################################################
 
 
 # Required keys in REQUIREMENTS_BY_PIECE.
-REQUIRED_PIECES: typing.List[str] = ["core", "dev"]
+REQUIRED_PIECES: List[str] = ["core", "dev"]
 
 # Regex to validates piece names.
-PIECE_REGEX: typing.Pattern = re.compile(r"^[a-z0-9][a-z0-9-]*", re.IGNORECASE)
+PIECE_REGEX: Pattern = re.compile(r"^[a-z0-9][a-z0-9-]*", re.IGNORECASE)
 
 # Regex to match a constraint specification. Multiple constraints are not supported.
-CONSTRAINT_REGEX: typing.Pattern = re.compile(r"(?:\^|\<|(?:~=)|(?:<=)|(?:==)|(?:>=)|\>)[^<>=\^,]+")
+CONSTRAINT_REGEX: Pattern = re.compile(r"(?:\^|\<|(?:~=)|(?:<=)|(?:==)|(?:>=)|\>)[^<>=\^,;]+")
 
 # Regex for parsing semantic versions. See
 # https://semver.org/#is-there-a-suggested-regular-expression-regex-to-check-a-semver-string
-SEMVER_REGEX: typing.Pattern = re.compile(
+SEMVER_REGEX: Pattern = re.compile(
     r"^(?P<major>0|[1-9]\d*)\.(?P<minor>0|[1-9]\d*)\.(?P<patch>0|[1-9]\d*)(?:-(?P<prerelease>(?:0|[1-9]\d*|\d*[a-zA-Z-][0-9a-zA-Z-]*)(?:\.(?:0|[1-9]\d*|\d*[a-zA-Z-][0-9a-zA-Z-]*))*))?(?:\+(?P<buildmetadata>[0-9a-zA-Z-]+(?:\.[0-9a-zA-Z-]+)*))?$"
 )
 
 
-def validate_requirements_by_piece() -> typing.List[str]:
+CONSTRAINT_SPEC_REGEX: Pattern = re.compile(
+    r"(?P<package>[a-z0-9_-]+)?" +
+    r"(?P<constraint>(?:" + CONSTRAINT_REGEX.pattern + r")" +
+    r"|(?:" + SEMVER_REGEX.pattern + r")" +
+    r"|(?:==\*))" +
+    r"(?:;[\s]*(?P<environment_marker>.+))?")
+
+print("CSR", CONSTRAINT_SPEC_REGEX.pattern)
+
+
+def validate_requirements_by_piece() -> List[str]:
     """Validate REQUIREMENTS_BY_PIECE, returning a list of problems.
 
     Returns
@@ -393,8 +447,8 @@ def validate_requirements_by_piece() -> typing.List[str]:
 
 
 def parse_semver(
-    package: str, constraint: str, problems: typing.List[str]
-) -> typing.Tuple[typing.List[str], int, int]:
+    package: str, constraint: str, problems: List[str]
+) -> Tuple[List[str], int, int]:
     """Parse a semantic versioning constraint of the form "^X.[.Y[.Z[...]]]]"
 
     Parameters
@@ -447,7 +501,101 @@ def parse_semver(
     return min_ver_parts, 0, 0
 
 
-def validate_constraints() -> typing.List[str]:
+@dataclasses.dataclass(eq=True, frozen=True)
+class Requirement:
+    package: str
+    constraint: str
+    environment_marker: Union[str, None]
+
+    def to_requirement(self):
+        return f'{self.package}{self.constraint}{self.environment_marker or ""}'
+
+
+def semver_to_requirements(dep: str, constraint: str, problems: List[str], joined_deps: Union[None, List[Requirement]]):
+    """Convert a SemVer-style constraint to a setuptools-compatible constraint.
+
+    Parameters
+    ----------
+    dep : str
+        Name of the PyPI package to depend on.
+    constraint : str
+        The SemVer constraint, of the form "^<semver constraint>"
+    problems : List[str]
+        A list of the validation problems encountered when parsing this semver.
+    joined_deps : Union[None, List[str]]
+        Either:
+         1. A list of strings, each a setuptools-compatible constraint which could be written to
+            a line in requirements.txt. The converted constraint is appended to this list.
+         2. None, in which case only validation is performed.
+    """
+    min_ver_parts, fixed_index, fixed_part = parse_semver(dep, constraint, problems)
+    if joined_deps is not None:
+        text_problems = "\n" + "\n".join(f" * {p}" for p in problems)
+        assert (
+            not problems
+        ), f"should not happen: validated semver {constraint} parses with problems:{text_problems}"
+
+        max_ver_parts = (
+            min_ver_parts[:fixed_index]
+            + [str(fixed_part + 1)]
+            + ["0" for _ in min_ver_parts[fixed_index + 1 :]]
+        )
+        joined_deps.append(Requirement(package=dep, constraint=f'{".".join(min_ver_parts)},<{".".join(max_ver_parts)}'))
+
+
+def parse_constraint_entry(package: str, constraints: str, problems: List[str],
+                           requirements: Union[None, List[str]]):
+    """Parse an entry in CONSTRAINTS into requirements.txt entries.
+
+    When requirements is None, assert-fails if any validation problems occur.
+
+    Parameters
+    ----------
+    package : str
+        The key of this entry in CONSTRAINTS.
+    constraints : str
+        The value of
+        Either the value in CONSTRAINTS (if said value is a str) or one item from the value (if said
+        value is a list of strings) which should be converted into a requirement.
+    problems : List[str]
+        A list of the validation problems encountered when parsing the entry.
+    requirements : Union[None, List[str]]
+        Either:
+         1. A list of strings, each a setuptools-compatible constraint which could be written to a
+            line in requirements.txt The converted constraint is appended to this list.
+         2. None, in which case the constraint will be only validated.
+    """
+    def _parse_one(c):
+        print("PARSE_ONE", package, not c)
+        if not c:
+            if requirements is not None:
+                requirements.append(Requirement(package=package, constraint="==*", environment_marker=None))
+            return
+
+        m = CONSTRAINT_SPEC_REGEX.match(c)
+        if m is None:
+            problems.append(
+                f'{package}: constraint "{c}" does not look like a valid constraint'
+            )
+
+        if c[0] == "^":
+            semver_to_requirements(package, c, problems, requirements)
+        elif requirements is not None:
+            groups = m.groupdict()
+            requirement_package = groups.get('package') or package
+            requirements.append(Requirement(package=requirement_package,
+                                            constraint=groups.get('constraint', '==*'),
+                                            environment_marker=groups.get('environment_marker')))
+
+    if not constraints:
+        _parse_one(constraints)
+        return
+
+    for constraint in constraints:
+        _parse_one(constraint)
+
+
+def validate_constraints() -> List[str]:
     """Validate CONSTRAINTS, returning a list of problems found.
 
     Returns
@@ -477,13 +625,7 @@ def validate_constraints() -> typing.List[str]:
         if constraint is None:  # None is just a placeholder that allows for comments.
             continue
 
-        if not CONSTRAINT_REGEX.match(constraint):
-            problems.append(
-                f'{package}: constraint "{constraint}" does not look like a valid constraint'
-            )
-
-        if constraint.startswith("^"):
-            parse_semver(package, constraint, problems)
+        parse_constraint_entry(package, constraint, problems, None)
 
     all_constrained_packages = [p for (p, _) in CONSTRAINTS]
     sorted_constrained_packages = list(sorted(all_constrained_packages))
@@ -499,7 +641,7 @@ class ValidationError(Exception):
     """Raised when a validation error occurs."""
 
     @staticmethod
-    def format_problems(config: str, problems: typing.List[str]) -> str:
+    def format_problems(config: str, problems: List[str]) -> str:
         """Format a list of problems with a global config variable into human-readable output.
 
         Parameters
@@ -527,7 +669,7 @@ class ValidationError(Exception):
 
         return "\n".join(formatted)
 
-    def __init__(self, config: str, problems: typing.List[str]):
+    def __init__(self, config: str, problems: List[str]):
         """Describes an error that occurs validating one of the global config variables.
 
         Parameters
@@ -551,35 +693,7 @@ def validate_or_raise():
         raise ValidationError("CONSTRAINTS", problems)
 
 
-def semver_to_requirements(dep: str, constraint: str, joined_deps: typing.List[str]):
-    """Convert a SemVer-style constraint to a setuptools-compatible constraint.
-
-    Parameters
-    ----------
-    dep : str
-        Name of the PyPI package to depend on.
-    constraint : str
-        The SemVer constraint, of the form "^<semver constraint>"
-    joined_deps : list[str]
-        A list of strings, each a setuptools-compatible constraint which could be written to
-        a line in requirements.txt. The converted constraint is appended to this list.
-    """
-    problems: typing.List[str] = []
-    min_ver_parts, fixed_index, fixed_part = parse_semver(dep, constraint, problems)
-    text_problems = "\n" + "\n".join(f" * {p}" for p in problems)
-    assert (
-        not problems
-    ), f"should not happen: validated semver {constraint} parses with problems:{text_problems}"
-
-    max_ver_parts = (
-        min_ver_parts[:fixed_index]
-        + [str(fixed_part + 1)]
-        + ["0" for _ in min_ver_parts[fixed_index + 1 :]]
-    )
-    joined_deps.append(f'{dep}>={".".join(min_ver_parts)},<{".".join(max_ver_parts)}')
-
-
-def join_requirements() -> typing.Dict[str, typing.Tuple[str, typing.List[str]]]:
+def join_requirements() -> Dict[str, Tuple[str, List[str]]]:
     """Validate, then join REQUIRMENTS_BY_PIECE against CONSTRAINTS and return the result.
 
     Returns
@@ -597,14 +711,7 @@ def join_requirements() -> typing.Dict[str, typing.Tuple[str, typing.List[str]]]
         joined_deps = []
         for d in deps:
             constraint = constraints_map.get(d.lower())
-            if constraint is None:
-                joined_deps.append(d)
-                continue
-
-            if constraint[0] == "^":
-                semver_to_requirements(d, constraint, joined_deps)
-            else:
-                joined_deps.append(f"{d}{constraint}")
+            parse_constraint_entry(d, constraint, None, joined_deps)
 
         if piece != "dev":
             all_deps.update(joined_deps)
@@ -613,7 +720,7 @@ def join_requirements() -> typing.Dict[str, typing.Tuple[str, typing.List[str]]]
 
     to_return["all-prod"] = (
         "Combined dependencies for all TVM pieces, excluding dev",
-        list(sorted(all_deps)),
+        list(sorted(all_deps, key=lambda r: r.package)),
     )
 
     return to_return
@@ -648,7 +755,7 @@ def join_and_write_requirements(args: argparse.Namespace):
                 f"# {description}{os.linesep}"
             )
             for d in deps:
-                f.write(f"{d}{os.linesep}")
+                f.write(f"{d!s}{os.linesep}")
 
 
 def parse_args() -> argparse.Namespace:


[tvm] 02/09: Add docker container for freezing python deps.

Posted by ar...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit 309f5053e2950feaade9d84a724b9d88eb2b3358
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Thu May 19 15:02:29 2022 -0700

    Add docker container for freezing python deps.
---
 docker/python/bootstrap-requirements.txt           |  41 ++++
 docker/python/bootstrap/.gitignore                 |   1 +
 docker/python/bootstrap/generate.sh                |  91 +++++++++
 docker/python/bootstrap/lockfiles/constraints.txt  | 222 +++++++++++++++++++++
 docker/python/bootstrap/lockfiles/requirements.txt |   4 +
 docker/python/bootstrap/requirements.txt           |   4 +
 6 files changed, 363 insertions(+)

diff --git a/docker/python/bootstrap-requirements.txt b/docker/python/bootstrap-requirements.txt
new file mode 100644
index 0000000000..ddf1ea2571
--- /dev/null
+++ b/docker/python/bootstrap-requirements.txt
@@ -0,0 +1,41 @@
+CacheControl==0.12.11 --hash=sha256:2c75d6a8938cb1933c75c50184549ad42728a27e9f6b92fd677c3151aa72555b # CacheControl-0.12.11-py2.py3-none-any.whl
+SecretStorage==3.3.2 --hash=sha256:755dc845b6ad76dcbcbc07ea3da75ae54bb1ea529eb72d15f83d26499a5df319 # SecretStorage-3.3.2-py3-none-any.whl
+cachy==0.3.0 --hash=sha256:338ca09c8860e76b275aff52374330efedc4d5a5e45dc1c5b539c1ead0786fe7 # cachy-0.3.0-py2.py3-none-any.whl
+certifi==2021.10.8 --hash=sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569 # certifi-2021.10.8-py2.py3-none-any.whl
+cffi==1.15.0 --hash=sha256:fd8a250edc26254fe5b33be00402e6d287f562b6a5b2152dec302fa15bb3e997 # cffi-1.15.0-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
+charset-normalizer==2.0.12 --hash=sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df # charset_normalizer-2.0.12-py3-none-any.whl
+cleo==0.8.1 --hash=sha256:141cda6dc94a92343be626bb87a0b6c86ae291dfc732a57bf04310d4b4201753 # cleo-0.8.1-py2.py3-none-any.whl
+clikit==0.6.2 --hash=sha256:71268e074e68082306e23d7369a7b99f824a0ef926e55ba2665e911f7208489e # clikit-0.6.2-py2.py3-none-any.whl
+crashtest==0.3.1 --hash=sha256:300f4b0825f57688b47b6d70c6a31de33512eb2fa1ac614f780939aa0cf91680 # crashtest-0.3.1-py3-none-any.whl
+cryptography==36.0.2 --hash=sha256:c2c5250ff0d36fd58550252f54915776940e4e866f38f3a7866d92b32a654b86 # cryptography-36.0.2-cp36-abi3-manylinux_2_24_x86_64.whl
+distlib==0.3.4 --hash=sha256:6564fe0a8f51e734df6333d08b8b94d4ea8ee6b99b5ed50613f731fd4089f34b # distlib-0.3.4-py2.py3-none-any.whl
+filelock==3.6.0 --hash=sha256:f8314284bfffbdcfa0ff3d7992b023d4c628ced6feb957351d4c48d059f56bc0 # filelock-3.6.0-py3-none-any.whl
+html5lib==1.1 --hash=sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d # html5lib-1.1-py2.py3-none-any.whl
+idna==3.3 --hash=sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff # idna-3.3-py3-none-any.whl
+importlib-metadata==1.7.0 --hash=sha256:dc15b2969b4ce36305c51eebe62d418ac7791e9a157911d58bfb1f9ccd8e2070 # importlib_metadata-1.7.0-py2.py3-none-any.whl
+jeepney==0.8.0 --hash=sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755 # jeepney-0.8.0-py3-none-any.whl
+keyring==22.3.0 --hash=sha256:2bc8363ebdd63886126a012057a85c8cb6e143877afa02619ac7dbc9f38a207b # keyring-22.3.0-py3-none-any.whl
+lockfile==0.12.2 --hash=sha256:6c3cb24f344923d30b2785d5ad75182c8ea7ac1b6171b08657258ec7429d50fa # lockfile-0.12.2-py2.py3-none-any.whl
+msgpack==1.0.3 --hash=sha256:9c0903bd93cbd34653dd63bbfcb99d7539c372795201f39d16fdfde4418de43a # msgpack-1.0.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+packaging==20.9 --hash=sha256:67714da7f7bc052e064859c05c595155bd1ee9f69f76557e21f051443c20947a # packaging-20.9-py2.py3-none-any.whl
+pastel==0.2.1 --hash=sha256:4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364 # pastel-0.2.1-py2.py3-none-any.whl
+pexpect==4.8.0 --hash=sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937 # pexpect-4.8.0-py2.py3-none-any.whl
+pip==22.0.4 --hash=sha256:c6aca0f2f081363f689f041d90dab2a07a9a07fb840284db2218117a52da800b # pip-22.0.4-py3-none-any.whl
+pkginfo==1.8.2 --hash=sha256:c24c487c6a7f72c66e816ab1796b96ac6c3d14d49338293d2141664330b55ffc # pkginfo-1.8.2-py2.py3-none-any.whl
+platformdirs==2.5.2 --hash=sha256:027d8e83a2d7de06bbac4e5ef7e023c02b863d7ea5d079477e722bb41ab25788 # platformdirs-2.5.2-py3-none-any.whl
+poetry==1.1.13 --hash=sha256:52deb0792a2e801967ba9c4cdb39b56fe68b0b5cd3f195b004bef603db9d51a7 # poetry-1.1.13-py2.py3-none-any.whl
+poetry-core==1.0.8 --hash=sha256:54b0fab6f7b313886e547a52f8bf52b8cf43e65b2633c65117f8755289061924 # poetry_core-1.0.8-py2.py3-none-any.whl
+ptyprocess==0.7.0 --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 # ptyprocess-0.7.0-py2.py3-none-any.whl
+pycparser==2.21 --hash=sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9 # pycparser-2.21-py2.py3-none-any.whl
+pylev==1.4.0 --hash=sha256:7b2e2aa7b00e05bb3f7650eb506fc89f474f70493271a35c242d9a92188ad3dd # pylev-1.4.0-py2.py3-none-any.whl
+pyparsing==3.0.8 --hash=sha256:ef7b523f6356f763771559412c0d7134753f037822dad1b16945b7b846f7ad06 # pyparsing-3.0.8-py3-none-any.whl
+requests==2.27.1 --hash=sha256:f22fa1e554c9ddfd16e6e41ac79759e17be9e492b3587efa038054674760e72d # requests-2.27.1-py2.py3-none-any.whl
+requests-toolbelt==0.9.1 --hash=sha256:380606e1d10dc85c3bd47bf5a6095f815ec007be7a8b69c878507068df059e6f # requests_toolbelt-0.9.1-py2.py3-none-any.whl
+setuptools==62.1.0 --hash=sha256:26ead7d1f93efc0f8c804d9fafafbe4a44b179580a7105754b245155f9af05a8 # setuptools-62.1.0-py3-none-any.whl
+shellingham==1.4.0 --hash=sha256:536b67a0697f2e4af32ab176c00a50ac2899c5a05e0d8e2dadac8e58888283f9 # shellingham-1.4.0-py2.py3-none-any.whl
+six==1.16.0 --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254 # six-1.16.0-py2.py3-none-any.whl
+tomlkit==0.10.1 --hash=sha256:3eba517439dcb2f84cf39f4f85fd2c3398309823a3c75ac3e73003638daf7915 # tomlkit-0.10.1-py3-none-any.whl
+urllib3==1.26.9 --hash=sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14 # urllib3-1.26.9-py2.py3-none-any.whl
+virtualenv==20.14.1 --hash=sha256:e617f16e25b42eb4f6e74096b9c9e37713cf10bf30168fb4a739f3fa8f898a3a # virtualenv-20.14.1-py2.py3-none-any.whl
+webencodings==0.5.1 --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78 # webencodings-0.5.1-py2.py3-none-any.whl
+zipp==3.8.0 --hash=sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099 # zipp-3.8.0-py3-none-any.whl
diff --git a/docker/python/bootstrap/.gitignore b/docker/python/bootstrap/.gitignore
new file mode 100644
index 0000000000..3d2dbd4b63
--- /dev/null
+++ b/docker/python/bootstrap/.gitignore
@@ -0,0 +1 @@
+/_venv
diff --git a/docker/python/bootstrap/generate.sh b/docker/python/bootstrap/generate.sh
new file mode 100755
index 0000000000..1669a22bf5
--- /dev/null
+++ b/docker/python/bootstrap/generate.sh
@@ -0,0 +1,91 @@
+#!/bin/env bash
+
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+set -euo pipefail
+
+cd "$(dirname "$0")"
+
+rm -rf build lockfiles
+mkdir build
+cat >build/pyproject.toml <<EOF
+# AUTOGENERATED DO NOT EDIT
+
+[tool.poetry]
+name = "apache-tvm-bootstrap"
+authors = []
+version = "0.0.1"
+description = ""
+
+[tool.poetry.dependencies]
+python = ">=3.7,<3.9"
+EOF
+
+cat requirements.txt | (while read line; do echo "$line = \"*\"" >>build/pyproject.toml; done)
+
+python3 -mvenv build/_venv
+. build/_venv/bin/activate
+(mkdir -p build/downloaded && cd build/downloaded && pip3 download pip setuptools && pip3 install *.whl)
+pip3 install poetry
+(cd build && poetry lock && poetry export -o constraints.txt)
+
+
+(cd build && python3 <<EOF
+import os
+import pkginfo
+import subprocess
+
+with open("constraints.txt", "a") as constraints_f:
+  for f in sorted(os.scandir("downloaded"), key=lambda x: x.name):
+    if not f.is_file():
+      continue
+    p = pkginfo.get_metadata("downloaded/" + f.name)
+    constraints_f.write(
+      f"{p.name}=={p.version} {subprocess.check_output(['pip3', 'hash', '-a', 'sha256', p.filename], encoding='utf-8').split()[1]}\n")
+EOF
+)
+
+# with open("../requirements.txt") as f:
+#   requirements = list(l.strip() for l in f if l.strip() and not l.startswith("#"))
+
+# hashed_req = []
+# found = False
+# with open("constraints.txt") as f:
+#   constraints.extend(l.strip() for l in f if l.strip())
+
+# for line in constraints:
+#   if line.strip().startswith("--hash="):
+#     if found:
+#       hashed_req.append(line)
+#   else:
+#     if line[:line.find("=")] in requirements:
+#       hashed_req.append(line)
+#       found = True
+#     else:
+#       found = False
+
+# with open("requirements-hashed.txt", "w") as f:
+#   for line in hashed_req:
+#     f.write(f"{line}\n")
+# EOF
+# )
+
+
+# Assemble the directory passed to docker
+mkdir lockfiles
+cp requirements.txt build/constraints.txt lockfiles/  # build/requirements-hashed.txt
diff --git a/docker/python/bootstrap/lockfiles/constraints.txt b/docker/python/bootstrap/lockfiles/constraints.txt
new file mode 100644
index 0000000000..cc81bfd101
--- /dev/null
+++ b/docker/python/bootstrap/lockfiles/constraints.txt
@@ -0,0 +1,222 @@
+cachecontrol==0.12.11; python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:2c75d6a8938cb1933c75c50184549ad42728a27e9f6b92fd677c3151aa72555b \
+    --hash=sha256:a5b9fcc986b184db101aa280b42ecdcdfc524892596f606858e0b7a8b4d9e144
+cachy==0.3.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:338ca09c8860e76b275aff52374330efedc4d5a5e45dc1c5b539c1ead0786fe7 \
+    --hash=sha256:186581f4ceb42a0bbe040c407da73c14092379b1e4c0e327fdb72ae4a9b269b1
+certifi==2022.5.18.1; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") or python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") and python_full_version >= "3.6.0" \
+    --hash=sha256:f1d53542ee8cbedbe2118b5686372fb33c297fcd6379b050cca0ef13a597382a \
+    --hash=sha256:9c5705e395cd70084351dd8ad5c41e65655e08ce46f2ec9cf6c2c08390f71eb7
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+    --hash=sha256:c2502a1a03b6312837279c8c1bd3ebedf6c12c4228ddbad40912d671ccc8a962 \
+    --hash=sha256:23cfe892bd5dd8941608f93348c0737e369e51c100d03718f108bf1add7bd6d0 \
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+    --hash=sha256:786902fb9ba7433aae840e0ed609f45c7bcd4e225ebb9c753aa39725bb3e6ad6 \
+    --hash=sha256:da5db4e883f1ce37f55c667e5c0de439df76ac4cb55964655906306918e7363c \
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+    --hash=sha256:45e8636704eacc432a206ac7345a5d3d2c62d95a507ec70d62f23cd91770482a \
+    --hash=sha256:31fb708d9d7c3f49a60f04cf5b119aeefe5644daba1cd2a0fe389b674fd1de37 \
+    --hash=sha256:6dc2737a3674b3e344847c8686cf29e500584ccad76204efea14f451d4cc669a \
+    --hash=sha256:74fdfdbfdc48d3f47148976f49fab3251e550a8720bebc99bf1483f5bfb5db3e \
+    --hash=sha256:ffaa5c925128e29efbde7301d8ecaf35c8c60ffbcd6a1ffd3a552177c8e5e796 \
+    --hash=sha256:3f7d084648d77af029acb79a0ff49a0ad7e9d09057a9bf46596dac9514dc07df \
+    --hash=sha256:ef1f279350da2c586a69d32fc8733092fd32cc8ac95139a00377841f59a3f8d8 \
+    --hash=sha256:2a23af14f408d53d5e6cd4e3d9a24ff9e05906ad574822a10563efcef137979a \
+    --hash=sha256:3773c4d81e6e818df2efbc7dd77325ca0dcb688116050fb2b3011218eda36139 \
+    --hash=sha256:920f0d66a896c2d99f0adbb391f990a84091179542c205fa53ce5787aff87954
+charset-normalizer==2.0.12; python_full_version >= "3.6.0" and python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597 \
+    --hash=sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df
+cleo==0.8.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:141cda6dc94a92343be626bb87a0b6c86ae291dfc732a57bf04310d4b4201753 \
+    --hash=sha256:3d0e22d30117851b45970b6c14aca4ab0b18b1b53c8af57bed13208147e4069f
+clikit==0.6.2; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:71268e074e68082306e23d7369a7b99f824a0ef926e55ba2665e911f7208489e \
+    --hash=sha256:442ee5db9a14120635c5990bcdbfe7c03ada5898291f0c802f77be71569ded59
+crashtest==0.3.1; python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:300f4b0825f57688b47b6d70c6a31de33512eb2fa1ac614f780939aa0cf91680 \
+    --hash=sha256:42ca7b6ce88b6c7433e2ce47ea884e91ec93104a4b754998be498a8e6c3d37dd
+cryptography==37.0.2; python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") and sys_platform == "linux" \
+    --hash=sha256:ef15c2df7656763b4ff20a9bc4381d8352e6640cfeb95c2972c38ef508e75181 \
+    --hash=sha256:3c81599befb4d4f3d7648ed3217e00d21a9341a9a688ecdd615ff72ffbed7336 \
+    --hash=sha256:2bd1096476aaac820426239ab534b636c77d71af66c547b9ddcd76eb9c79e004 \
+    --hash=sha256:31fe38d14d2e5f787e0aecef831457da6cec68e0bb09a35835b0b44ae8b988fe \
+    --hash=sha256:093cb351031656d3ee2f4fa1be579a8c69c754cf874206be1d4cf3b542042804 \
+    --hash=sha256:59b281eab51e1b6b6afa525af2bd93c16d49358404f814fe2c2410058623928c \
+    --hash=sha256:0cc20f655157d4cfc7bada909dc5cc228211b075ba8407c46467f63597c78178 \
+    --hash=sha256:f8ec91983e638a9bcd75b39f1396e5c0dc2330cbd9ce4accefe68717e6779e0a \
+    --hash=sha256:46f4c544f6557a2fefa7ac8ac7d1b17bf9b647bd20b16decc8fbcab7117fbc15 \
+    --hash=sha256:731c8abd27693323b348518ed0e0705713a36d79fdbd969ad968fbef0979a7e0 \
+    --hash=sha256:471e0d70201c069f74c837983189949aa0d24bb2d751b57e26e3761f2f782b8d \
+    --hash=sha256:a68254dd88021f24a68b613d8c51d5c5e74d735878b9e32cc0adf19d1f10aaf9 \
+    --hash=sha256:a7d5137e556cc0ea418dca6186deabe9129cee318618eb1ffecbd35bee55ddc1 \
+    --hash=sha256:aeaba7b5e756ea52c8861c133c596afe93dd716cbcacae23b80bc238202dc023 \
+    --hash=sha256:95e590dd70642eb2079d280420a888190aa040ad20f19ec8c6e097e38aa29e06 \
+    --hash=sha256:1b9362d34363f2c71b7853f6251219298124aa4cc2075ae2932e64c91a3e2717 \
+    --hash=sha256:e53258e69874a306fcecb88b7534d61820db8a98655662a3dd2ec7f1afd9132f \
+    --hash=sha256:1f3bfbd611db5cb58ca82f3deb35e83af34bb8cf06043fa61500157d50a70982 \
+    --hash=sha256:419c57d7b63f5ec38b1199a9521d77d7d1754eb97827bbb773162073ccd8c8d4 \
+    --hash=sha256:dc26bb134452081859aa21d4990474ddb7e863aa39e60d1592800a8865a702de \
+    --hash=sha256:3b8398b3d0efc420e777c40c16764d6870bcef2eb383df9c6dbb9ffe12c64452 \
+    --hash=sha256:f224ad253cc9cea7568f49077007d2263efa57396a2f2f78114066fd54b5c68e
+distlib==0.3.4; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:6564fe0a8f51e734df6333d08b8b94d4ea8ee6b99b5ed50613f731fd4089f34b \
+    --hash=sha256:e4b58818180336dc9c529bfb9a0b58728ffc09ad92027a3f30b7cd91e3458579
+filelock==3.7.0; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.7" \
+    --hash=sha256:c7b5fdb219b398a5b28c8e4c1893ef5f98ece6a38c6ab2c22e26ec161556fed6 \
+    --hash=sha256:b795f1b42a61bbf8ec7113c341dad679d772567b936fbd1bf43c9a238e673e20
+html5lib==1.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d \
+    --hash=sha256:b2e5b40261e20f354d198eae92afc10d750afb487ed5e50f9c4eaf07c184146f
+idna==3.3; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") or python_full_version >= "3.6.0" and python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff \
+    --hash=sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d
+importlib-metadata==1.7.0; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "3.8" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") or python_full_version >= "3.5.0" and python_version < "3.8" and python_version >= "3.6" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:dc15b2969b4ce36305c51eebe62d418ac7791e9a157911d58bfb1f9ccd8e2070 \
+    --hash=sha256:90bb658cdbbf6d1735b6341ce708fc7024a3e14e99ffdc5783edea9f9b077f83
+jeepney==0.8.0; python_version >= "3.7" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") and sys_platform == "linux" \
+    --hash=sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755 \
+    --hash=sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806
+keyring==22.3.0; python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:2bc8363ebdd63886126a012057a85c8cb6e143877afa02619ac7dbc9f38a207b \
+    --hash=sha256:16927a444b2c73f983520a48dec79ddab49fe76429ea05b8d528d778c8339522
+lockfile==0.12.2; python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:6c3cb24f344923d30b2785d5ad75182c8ea7ac1b6171b08657258ec7429d50fa \
+    --hash=sha256:6aed02de03cba24efabcd600b30540140634fc06cfa603822d508d5361e9f799
+msgpack==1.0.3; python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:96acc674bb9c9be63fa8b6dabc3248fdc575c4adc005c440ad02f87ca7edd079 \
+    --hash=sha256:2c3ca57c96c8e69c1a0d2926a6acf2d9a522b41dc4253a8945c4c6cd4981a4e3 \
+    --hash=sha256:b0a792c091bac433dfe0a70ac17fc2087d4595ab835b47b89defc8bbabcf5c73 \
+    --hash=sha256:1c58cdec1cb5fcea8c2f1771d7b5fec79307d056874f746690bd2bdd609ab147 \
+    --hash=sha256:2f97c0f35b3b096a330bb4a1a9247d0bd7e1f3a2eba7ab69795501504b1c2c39 \
+    --hash=sha256:36a64a10b16c2ab31dcd5f32d9787ed41fe68ab23dd66957ca2826c7f10d0b85 \
+    --hash=sha256:c1ba333b4024c17c7591f0f372e2daa3c31db495a9b2af3cf664aef3c14354f7 \
+    --hash=sha256:c2140cf7a3ec475ef0938edb6eb363fa704159e0bf71dde15d953bacc1cf9d7d \
+    --hash=sha256:6f4c22717c74d44bcd7af353024ce71c6b55346dad5e2cc1ddc17ce8c4507c6b \
+    --hash=sha256:47d733a15ade190540c703de209ffbc42a3367600421b62ac0c09fde594da6ec \
+    --hash=sha256:c7e03b06f2982aa98d4ddd082a210c3db200471da523f9ac197f2828e80e7770 \
+    --hash=sha256:3d875631ecab42f65f9dce6f55ce6d736696ced240f2634633188de2f5f21af9 \
+    --hash=sha256:40fb89b4625d12d6027a19f4df18a4de5c64f6f3314325049f219683e07e678a \
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+    --hash=sha256:d02cea2252abc3756b2ac31f781f7a98e89ff9759b2e7450a1c7a0d13302ff50 \
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+    --hash=sha256:f201d34dc89342fabb2a10ed7c9a9aaaed9b7af0f16a5923f1ae562b31258dea \
+    --hash=sha256:bb87f23ae7d14b7b3c21009c4b1705ec107cb21ee71975992f6aca571fb4a42a \
+    --hash=sha256:8a3a5c4b16e9d0edb823fe54b59b5660cc8d4782d7bf2c214cb4b91a1940a8ef \
+    --hash=sha256:f74da1e5fcf20ade12c6bf1baa17a2dc3604958922de8dc83cbe3eff22e8b611 \
+    --hash=sha256:73a80bd6eb6bcb338c1ec0da273f87420829c266379c8c82fa14c23fb586cfa1 \
+    --hash=sha256:9fce00156e79af37bb6db4e7587b30d11e7ac6a02cb5bac387f023808cd7d7f4 \
+    --hash=sha256:9b6f2d714c506e79cbead331de9aae6837c8dd36190d02da74cb409b36162e8a \
+    --hash=sha256:89908aea5f46ee1474cc37fbc146677f8529ac99201bc2faf4ef8edc023c2bf3 \
+    --hash=sha256:973ad69fd7e31159eae8f580f3f707b718b61141838321c6fa4d891c4a2cca52 \
+    --hash=sha256:da24375ab4c50e5b7486c115a3198d207954fe10aaa5708f7b65105df09109b2 \
+    --hash=sha256:a598d0685e4ae07a0672b59792d2cc767d09d7a7f39fd9bd37ff84e060b1a996 \
+    --hash=sha256:e4c309a68cb5d6bbd0c50d5c71a25ae81f268c2dc675c6f4ea8ab2feec2ac4e2 \
+    --hash=sha256:494471d65b25a8751d19c83f1a482fd411d7ca7a3b9e17d25980a74075ba0e88 \
+    --hash=sha256:f01b26c2290cbd74316990ba84a14ac3d599af9cebefc543d241a66e785cf17d \
+    --hash=sha256:51fdc7fb93615286428ee7758cecc2f374d5ff363bdd884c7ea622a7a327a81e
+packaging==20.9; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:67714da7f7bc052e064859c05c595155bd1ee9f69f76557e21f051443c20947a \
+    --hash=sha256:5b327ac1320dc863dca72f4514ecc086f31186744b84a230374cc1fd776feae5
+pastel==0.2.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364 \
+    --hash=sha256:e6581ac04e973cac858828c6202c1e1e81fee1dc7de7683f3e1ffe0bfd8a573d
+pexpect==4.8.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937 \
+    --hash=sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c
+pkginfo==1.8.2; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:c24c487c6a7f72c66e816ab1796b96ac6c3d14d49338293d2141664330b55ffc \
+    --hash=sha256:542e0d0b6750e2e21c20179803e40ab50598d8066d51097a0e382cba9eb02bff
+platformdirs==2.5.2; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.7" \
+    --hash=sha256:027d8e83a2d7de06bbac4e5ef7e023c02b863d7ea5d079477e722bb41ab25788 \
+    --hash=sha256:58c8abb07dcb441e6ee4b11d8df0ac856038f944ab98b7be6b27b2a3c7feef19
+poetry-core==1.0.8; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:951fc7c1f8d710a94cb49019ee3742125039fc659675912ea614ac2aa405b118 \
+    --hash=sha256:54b0fab6f7b313886e547a52f8bf52b8cf43e65b2633c65117f8755289061924
+poetry==1.1.13; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0") \
+    --hash=sha256:52deb0792a2e801967ba9c4cdb39b56fe68b0b5cd3f195b004bef603db9d51a7 \
+    --hash=sha256:b905ed610085f568aa61574e0e09260c02bff9eae12ff672af39e9f399357ac4
+ptyprocess==0.7.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
+    --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
+pycparser==2.21; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") and sys_platform == "linux" or python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") and sys_platform == "linux" and python_full_version >= "3.4.0" \
+    --hash=sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9 \
+    --hash=sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206
+pylev==1.4.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:7b2e2aa7b00e05bb3f7650eb506fc89f474f70493271a35c242d9a92188ad3dd \
+    --hash=sha256:9e77e941042ad3a4cc305dcdf2b2dec1aec2fbe3dd9015d2698ad02b173006d1
+pyparsing==3.0.9; python_full_version >= "3.6.8" \
+    --hash=sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc \
+    --hash=sha256:2b020ecf7d21b687f219b71ecad3631f644a47f01403fa1d1036b0c6416d70fb
+pywin32-ctypes==0.2.0; python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") and sys_platform == "win32" \
+    --hash=sha256:24ffc3b341d457d48e8922352130cf2644024a4ff09762a2261fd34c36ee5942 \
+    --hash=sha256:9dc2d991b3479cc2df15930958b674a48a227d5361d413827a4cfd0b5876fc98
+requests-toolbelt==0.9.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:968089d4584ad4ad7c171454f0a5c6dac23971e9472521ea3b6d49d610aa6fc0 \
+    --hash=sha256:380606e1d10dc85c3bd47bf5a6095f815ec007be7a8b69c878507068df059e6f
+requests==2.27.1; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") or python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") and python_full_version >= "3.6.0" \
+    --hash=sha256:f22fa1e554c9ddfd16e6e41ac79759e17be9e492b3587efa038054674760e72d \
+    --hash=sha256:68d7c56fd5a8999887728ef304a6d12edc7be74f1cfa47714fc8b414525c9a61
+secretstorage==3.3.2; python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") and sys_platform == "linux" \
+    --hash=sha256:755dc845b6ad76dcbcbc07ea3da75ae54bb1ea529eb72d15f83d26499a5df319 \
+    --hash=sha256:0a8eb9645b320881c222e827c26f4cfcf55363e8b374a021981ef886657a912f
+shellingham==1.4.0; python_version >= "2.7" and python_version < "3.0" and python_full_version < "3.0.0" or python_version >= "2.6" and python_version < "3.0" and python_full_version >= "3.5.0" or python_version > "3.0" and python_version < "3.1" and python_full_version < "3.0.0" or python_version > "3.0" and python_version < "3.1" and python_full_version >= "3.5.0" or python_version > "3.1" and python_version < "3.2" and python_full_version < "3.0.0" or python_version > "3.1" and python [...]
+    --hash=sha256:536b67a0697f2e4af32ab176c00a50ac2899c5a05e0d8e2dadac8e58888283f9 \
+    --hash=sha256:4855c2458d6904829bd34c299f11fdeed7cfefbf8a2c522e4caea6cd76b3171e
+six==1.16.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254 \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926
+tomlkit==0.10.2; python_version >= "3.6" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:905cf92c2111ef80d355708f47ac24ad1b6fc2adc5107455940088c9bbecaedb \
+    --hash=sha256:30d54c0b914e595f3d10a87888599eab5321a2a69abc773bbefff51599b72db6
+urllib3==1.26.9; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "4.0" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.6" and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0") \
+    --hash=sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14 \
+    --hash=sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e
+virtualenv==20.14.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:e617f16e25b42eb4f6e74096b9c9e37713cf10bf30168fb4a739f3fa8f898a3a \
+    --hash=sha256:ef589a79795589aada0c1c5b319486797c03b67ac3984c48c669c0e4f50df3a5
+webencodings==0.5.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78 \
+    --hash=sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923
+zipp==3.8.0; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "3.8" or python_full_version >= "3.5.0" and python_version < "3.8" and python_version >= "3.7" \
+    --hash=sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099 \
+    --hash=sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad
+pip==22.1.1 --hash=sha256:e7bcf0b2cbdec2af84cc1b7b79b25fdbd7228fbdb61a4dca0b82810d0ba9d18b
+setuptools==62.3.2 --hash=sha256:68e45d17c9281ba25dc0104eadd2647172b3472d9e01f911efa57965e8d51a36
diff --git a/docker/python/bootstrap/lockfiles/requirements.txt b/docker/python/bootstrap/lockfiles/requirements.txt
new file mode 100644
index 0000000000..d0a5c8e6e0
--- /dev/null
+++ b/docker/python/bootstrap/lockfiles/requirements.txt
@@ -0,0 +1,4 @@
+# These packages are needed for the base Python environment in TVM docker images.
+pip
+poetry
+setuptools
diff --git a/docker/python/bootstrap/requirements.txt b/docker/python/bootstrap/requirements.txt
new file mode 100644
index 0000000000..d0a5c8e6e0
--- /dev/null
+++ b/docker/python/bootstrap/requirements.txt
@@ -0,0 +1,4 @@
+# These packages are needed for the base Python environment in TVM docker images.
+pip
+poetry
+setuptools


[tvm] 03/09: Align Python and package install process in all containers.

Posted by ar...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit 3699242b968b71b91ecd4279f23e0b5b73c3970b
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Thu May 19 15:16:15 2022 -0700

    Align Python and package install process in all containers.
---
 docker/Dockerfile.ci_arm                           | 13 ++--
 docker/Dockerfile.ci_cpu                           | 48 ++++++++-----
 docker/Dockerfile.ci_gpu                           | 45 ++++++------
 docker/Dockerfile.ci_hexagon                       | 25 ++-----
 docker/Dockerfile.ci_i386                          | 19 +++---
 docker/Dockerfile.ci_lint                          | 14 ++--
 docker/Dockerfile.ci_qemu                          | 30 +++-----
 docker/Dockerfile.ci_wasm                          |  9 ++-
 docker/install/ubuntu1804_install_python.sh        | 21 +++---
 docker/install/ubuntu1804_install_python_venv.sh   | 31 ---------
 docker/install/ubuntu2004_install_python.sh        | 20 +++---
 docker/install/ubuntu_install_caffe.sh             |  3 -
 docker/install/ubuntu_install_core.sh              |  3 +-
 docker/install/ubuntu_install_coreml.sh            | 23 -------
 docker/install/ubuntu_install_darknet.sh           | 29 --------
 docker/install/ubuntu_install_mxnet.sh             | 23 -------
 docker/install/ubuntu_install_oneflow.sh           | 25 -------
 docker/install/ubuntu_install_onnx.sh              | 41 -----------
 docker/install/ubuntu_install_paddle.sh            | 23 -------
 docker/install/ubuntu_install_python_package.sh    | 41 ++++-------
 docker/install/ubuntu_install_redis.sh             |  2 -
 docker/install/ubuntu_install_sphinx.sh            | 33 ---------
 docker/install/ubuntu_install_tensorflow.sh        | 26 -------
 .../install/ubuntu_install_tensorflow_aarch64.sh   |  8 ---
 docker/install/ubuntu_install_tflite.sh            | 79 ----------------------
 docker/install/ubuntu_install_vela.sh              | 23 -------
 26 files changed, 134 insertions(+), 523 deletions(-)

diff --git a/docker/Dockerfile.ci_arm b/docker/Dockerfile.ci_arm
index c19f1ff5a4..11973aeca5 100644
--- a/docker/Dockerfile.ci_arm
+++ b/docker/Dockerfile.ci_arm
@@ -44,26 +44,23 @@ ENV PATH /opt/sccache:$PATH
 COPY install/ubuntu_install_llvm.sh /install/ubuntu_install_llvm.sh
 RUN bash /install/ubuntu_install_llvm.sh
 
+ENV TVM_VENV /venv/apache-tvm-py3.7
+COPY python/bootstrap/lockfiles /install/python/bootstrap/lockfiles
 COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
 RUN bash /install/ubuntu1804_install_python.sh
 
-# Globally disable pip cache
-RUN pip config set global.no-cache-dir false
-
 COPY install/ubuntu_install_cmake_source.sh /install/ubuntu_install_cmake_source.sh
 RUN bash /install/ubuntu_install_cmake_source.sh
 
+COPY python/build/pyproject.toml /install/python/pyproject.toml
+COPY python/build/poetry.lock /install/python/poetry.lock
 COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
 RUN bash /install/ubuntu_install_python_package.sh
 
-# TensorFlow deps
+# TensorFlow C++ deps
 COPY install/ubuntu_install_tensorflow_aarch64.sh /install/ubuntu_install_tensorflow_aarch64.sh
 RUN bash /install/ubuntu_install_tensorflow_aarch64.sh
 
-# TFLite deps
-COPY install/ubuntu_install_tflite.sh /install/ubuntu_install_tflite.sh
-RUN bash /install/ubuntu_install_tflite.sh
-
 # Caffe deps
 COPY install/ubuntu_install_boost.sh /install/ubuntu_install_boost.sh
 RUN bash /install/ubuntu_install_boost.sh
diff --git a/docker/Dockerfile.ci_cpu b/docker/Dockerfile.ci_cpu
index 45943334a0..7eb8e2083f 100644
--- a/docker/Dockerfile.ci_cpu
+++ b/docker/Dockerfile.ci_cpu
@@ -18,22 +18,36 @@
 # CI docker CPU env
 FROM ubuntu:18.04
 
-RUN apt-get update --fix-missing
-
 COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
 RUN bash /install/ubuntu_install_core.sh
 
 COPY install/ubuntu_install_googletest.sh /install/ubuntu_install_googletest.sh
 RUN bash /install/ubuntu_install_googletest.sh
 
+ENV TVM_VENV /venv/apache-tvm-py3.7
+COPY python/bootstrap/lockfiles /install/python/bootstrap/lockfiles
 COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
 RUN bash /install/ubuntu1804_install_python.sh
 
-# Globally disable pip cache
-RUN pip config set global.no-cache-dir false
-
+COPY python/build/pyproject.toml /install/python/pyproject.toml
+COPY python/build/poetry.lock /install/python/poetry.lock
 COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
-RUN bash /install/ubuntu_install_python_package.sh
+RUN bash /install/ubuntu_install_python_package.sh \
+    -E ethosu \
+    -E importer-caffe \
+    -E importer-caffe2 \
+    -E importer-coreml \
+    -E importer-darknet \
+    -E importer-keras \
+    -E importer-oneflow \
+    -E importer-onnx \
+    -E importer-paddle \
+    -E importer-pytorch \
+    -E importer-tensorflow \
+    -E importer-tflite \
+    -E tvmc \
+    -E xgboost \
+    ;
 
 COPY install/ubuntu1804_install_llvm.sh /install/ubuntu1804_install_llvm.sh
 RUN bash /install/ubuntu1804_install_llvm.sh
@@ -44,9 +58,9 @@ RUN bash /install/ubuntu_install_dnnl.sh
 COPY install/ubuntu_install_papi.sh /install/ubuntu_install_papi.sh
 RUN bash /install/ubuntu_install_papi.sh ""
 
-# Install MxNet for access to Gluon Model Zoo.
-COPY install/ubuntu_install_mxnet.sh /install/ubuntu_install_mxnet.sh
-RUN bash /install/ubuntu_install_mxnet.sh
+# # Install MxNet for access to Gluon Model Zoo.
+# COPY install/ubuntu_install_mxnet.sh /install/ubuntu_install_mxnet.sh
+# RUN bash /install/ubuntu_install_mxnet.sh
 
 # Rust env (build early; takes a while)
 COPY install/ubuntu_install_rust.sh /install/ubuntu_install_rust.sh
@@ -89,12 +103,12 @@ COPY install/ubuntu_install_verilator.sh /install/ubuntu_install_verilator.sh
 RUN bash /install/ubuntu_install_verilator.sh
 
 # TensorFlow deps
-COPY install/ubuntu_install_tensorflow.sh /install/ubuntu_install_tensorflow.sh
-RUN bash /install/ubuntu_install_tensorflow.sh
+# COPY install/ubuntu_install_tensorflow.sh /install/ubuntu_install_tensorflow.sh
+# RUN bash /install/ubuntu_install_tensorflow.sh
 
 # TFLite deps
-COPY install/ubuntu_install_tflite.sh /install/ubuntu_install_tflite.sh
-RUN bash /install/ubuntu_install_tflite.sh
+# COPY install/ubuntu_install_tflite.sh /install/ubuntu_install_tflite.sh
+# RUN bash /install/ubuntu_install_tflite.sh
 
 # Compute Library
 COPY install/ubuntu_download_arm_compute_lib_binaries.sh /install/ubuntu_download_arm_compute_lib_binaries.sh
@@ -132,15 +146,15 @@ COPY install/ubuntu_install_ethosu_driver_stack.sh /install/ubuntu_install_ethos
 RUN bash /install/ubuntu_install_ethosu_driver_stack.sh
 
 # Install Vela compiler
-COPY install/ubuntu_install_vela.sh /install/ubuntu_install_vela.sh
-RUN bash /install/ubuntu_install_vela.sh
+# COPY install/ubuntu_install_vela.sh /install/ubuntu_install_vela.sh
+# RUN bash /install/ubuntu_install_vela.sh
 
 # Update PATH
 ENV PATH /opt/arm/gcc-arm-none-eabi/bin:/opt/arm/FVP_Corstone_SSE-300/models/Linux64_GCC-6.4:$PATH
 
 # PaddlePaddle deps
-COPY install/ubuntu_install_paddle.sh /install/ubuntu_install_paddle.sh
-RUN bash /install/ubuntu_install_paddle.sh
+# COPY install/ubuntu_install_paddle.sh /install/ubuntu_install_paddle.sh
+# RUN bash /install/ubuntu_install_paddle.sh
 
 # sccache
 COPY install/ubuntu_install_sccache.sh /install/ubuntu_install_sccache.sh
diff --git a/docker/Dockerfile.ci_gpu b/docker/Dockerfile.ci_gpu
index 73d13007f1..c7c5d1b56e 100644
--- a/docker/Dockerfile.ci_gpu
+++ b/docker/Dockerfile.ci_gpu
@@ -25,7 +25,7 @@ RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/
 
 # Base scripts
 RUN rm /etc/apt/sources.list.d/nvidia-ml.list && apt-get clean
-RUN apt-get update --fix-missing
+# NOTE: apt-get update --fix-missing is run by ubuntu_install_core.sh.
 
 COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
 RUN bash /install/ubuntu_install_core.sh
@@ -33,12 +33,11 @@ RUN bash /install/ubuntu_install_core.sh
 COPY install/ubuntu_install_googletest.sh /install/ubuntu_install_googletest.sh
 RUN bash /install/ubuntu_install_googletest.sh
 
+ENV TVM_VENV /venv/apache-tvm-py3.7
+COPY python/bootstrap/lockfiles /install/python/bootstrap/lockfiles
 COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
 RUN bash /install/ubuntu1804_install_python.sh
 
-# Globally disable pip cache
-RUN pip config set global.no-cache-dir false
-
 COPY install/ubuntu_install_cmake_source.sh /install/ubuntu_install_cmake_source.sh
 RUN bash /install/ubuntu_install_cmake_source.sh
 
@@ -48,11 +47,13 @@ RUN bash /install/ubuntu1804_install_llvm.sh
 COPY install/ubuntu_install_opencl.sh /install/ubuntu_install_opencl.sh
 RUN bash /install/ubuntu_install_opencl.sh
 
+COPY python/build/pyproject.toml /install/python/pyproject.toml
+COPY python/build/poetry.lock /install/python/poetry.lock
 COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
 RUN bash /install/ubuntu_install_python_package.sh
 
-COPY install/ubuntu_install_sphinx.sh /install/ubuntu_install_sphinx.sh
-RUN bash /install/ubuntu_install_sphinx.sh
+# COPY install/ubuntu_install_sphinx.sh /install/ubuntu_install_sphinx.sh
+# RUN bash /install/ubuntu_install_sphinx.sh
 
 # Enable doxygen for c++ doc build
 RUN apt-get update && apt-get install -y doxygen libprotobuf-dev protobuf-compiler
@@ -67,29 +68,29 @@ COPY install/ubuntu_install_rocm.sh /install/ubuntu_install_rocm.sh
 RUN bash /install/ubuntu_install_rocm.sh
 
 # DL Frameworks
-COPY install/ubuntu_install_mxnet.sh /install/ubuntu_install_mxnet.sh
-RUN bash /install/ubuntu_install_mxnet.sh
+# COPY install/ubuntu_install_mxnet.sh /install/ubuntu_install_mxnet.sh
+# RUN bash /install/ubuntu_install_mxnet.sh
 
 COPY install/ubuntu_install_gluoncv.sh /install/ubuntu_install_gluoncv.sh
 RUN bash /install/ubuntu_install_gluoncv.sh
 
-COPY install/ubuntu_install_coreml.sh /install/ubuntu_install_coreml.sh
-RUN bash /install/ubuntu_install_coreml.sh
+# COPY install/ubuntu_install_coreml.sh /install/ubuntu_install_coreml.sh
+# RUN bash /install/ubuntu_install_coreml.sh
 
-COPY install/ubuntu_install_tensorflow.sh /install/ubuntu_install_tensorflow.sh
-RUN bash /install/ubuntu_install_tensorflow.sh
+# COPY install/ubuntu_install_tensorflow.sh /install/ubuntu_install_tensorflow.sh
+# RUN bash /install/ubuntu_install_tensorflow.sh
 
-COPY install/ubuntu_install_darknet.sh /install/ubuntu_install_darknet.sh
-RUN bash /install/ubuntu_install_darknet.sh
+# COPY install/ubuntu_install_darknet.sh /install/ubuntu_install_darknet.sh
+# RUN bash /install/ubuntu_install_darknet.sh
 
-COPY install/ubuntu_install_onnx.sh /install/ubuntu_install_onnx.sh
-RUN bash /install/ubuntu_install_onnx.sh
+# COPY install/ubuntu_install_onnx.sh /install/ubuntu_install_onnx.sh
+# RUN bash /install/ubuntu_install_onnx.sh
 
 COPY install/ubuntu_install_libtorch.sh /install/ubuntu_install_libtorch.sh
 RUN bash /install/ubuntu_install_libtorch.sh
 
-COPY install/ubuntu_install_tflite.sh /install/ubuntu_install_tflite.sh
-RUN bash /install/ubuntu_install_tflite.sh
+# COPY install/ubuntu_install_tflite.sh /install/ubuntu_install_tflite.sh
+# RUN bash /install/ubuntu_install_tflite.sh
 
 COPY install/ubuntu_install_dgl.sh /install/ubuntu_install_dgl.sh
 RUN bash /install/ubuntu_install_dgl.sh
@@ -98,12 +99,12 @@ ENV NVIDIA_DRIVER_CAPABILITIES compute,graphics,utility
 COPY install/ubuntu_install_vulkan.sh /install/ubuntu_install_vulkan.sh
 RUN bash /install/ubuntu_install_vulkan.sh
 
-COPY install/ubuntu_install_paddle.sh /install/ubuntu_install_paddle.sh
-RUN bash /install/ubuntu_install_paddle.sh
+# COPY install/ubuntu_install_paddle.sh /install/ubuntu_install_paddle.sh
+# RUN bash /install/ubuntu_install_paddle.sh
 
 # OneFlow deps
-COPY install/ubuntu_install_oneflow.sh /install/ubuntu_install_oneflow.sh
-RUN bash /install/ubuntu_install_oneflow.sh
+# COPY install/ubuntu_install_oneflow.sh /install/ubuntu_install_oneflow.sh
+# RUN bash /install/ubuntu_install_oneflow.sh
 
 # Rust env (build early; takes a while)
 COPY install/ubuntu_install_rust.sh /install/ubuntu_install_rust.sh
diff --git a/docker/Dockerfile.ci_hexagon b/docker/Dockerfile.ci_hexagon
index ddca5c6c2e..e2a534920d 100644
--- a/docker/Dockerfile.ci_hexagon
+++ b/docker/Dockerfile.ci_hexagon
@@ -19,21 +19,20 @@
 # tag: v0.02
 FROM tvmcihexagon/ci-hexagon-base:v0.02_SDK4.5.0.3
 
-RUN apt-get update --fix-missing
-RUN apt-get install -y ca-certificates gnupg2 libxml2-dev
-
 COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
 RUN bash /install/ubuntu_install_core.sh
 
+# TODO: why do we need this?
+# RUN apt-get install -y ca-certificates gnupg2 libxml2-dev
+
 COPY install/ubuntu_install_googletest.sh /install/ubuntu_install_googletest.sh
 RUN bash /install/ubuntu_install_googletest.sh
 
+ENV TVM_VENV /venv/apache-tvm-py3.7
+COPY python/bootstrap/lockfiles /install/python/bootstrap/lockfiles
 COPY install/ubuntu2004_install_python.sh /install/ubuntu2004_install_python.sh
 RUN bash /install/ubuntu2004_install_python.sh
 
-# Globally disable pip cache
-RUN pip config set global.cache-dir false
-
 # Rust env (build early; takes a while)
 COPY install/ubuntu_install_rust.sh /install/ubuntu_install_rust.sh
 RUN bash /install/ubuntu_install_rust.sh
@@ -41,6 +40,8 @@ ENV RUSTUP_HOME /opt/rust
 ENV CARGO_HOME /opt/rust
 ENV PATH $PATH:$CARGO_HOME/bin
 
+COPY python/build/pyproject.toml /install/python/pyproject.toml
+COPY python/build/poetry.lock /install/python/poetry.lock
 COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
 RUN bash /install/ubuntu_install_python_package.sh
 
@@ -68,15 +69,3 @@ ENV HEXAGON_TOOLCHAIN "${HEXAGON_SDK_ROOT}/tools/HEXAGON_Tools/8.5.08/Tools"
 COPY install/ubuntu_install_sccache.sh /install/ubuntu_install_sccache.sh
 RUN bash /install/ubuntu_install_sccache.sh
 ENV PATH /opt/sccache:$PATH
-
-# TensorFlow deps
-COPY install/ubuntu_install_tensorflow.sh /install/ubuntu_install_tensorflow.sh
-RUN bash /install/ubuntu_install_tensorflow.sh
-
-# TFLite deps
-COPY install/ubuntu_install_tflite.sh /install/ubuntu_install_tflite.sh
-RUN bash /install/ubuntu_install_tflite.sh
-
-# Install ONNX
-COPY install/ubuntu_install_onnx.sh /install/ubuntu_install_onnx.sh
-RUN bash /install/ubuntu_install_onnx.sh
diff --git a/docker/Dockerfile.ci_i386 b/docker/Dockerfile.ci_i386
index 61ba064ff3..25eba3d7c4 100644
--- a/docker/Dockerfile.ci_i386
+++ b/docker/Dockerfile.ci_i386
@@ -20,20 +20,12 @@
 
 FROM i386/ubuntu:18.04
 
-RUN apt-get update --fix-missing && apt-get install -y ca-certificates
-
 COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
 RUN bash /install/ubuntu_install_core.sh
 
 COPY install/ubuntu_install_googletest.sh /install/ubuntu_install_googletest.sh
 RUN bash /install/ubuntu_install_googletest.sh
 
-COPY install/ubuntu_install_llvm.sh /install/ubuntu_install_llvm.sh
-RUN bash /install/ubuntu_install_llvm.sh
-
-COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
-RUN bash /install/ubuntu1804_install_python.sh
-
 # Rust env (build early; takes a while)
 COPY install/ubuntu_install_rust.sh /install/ubuntu_install_rust.sh
 RUN bash /install/ubuntu_install_rust.sh
@@ -41,12 +33,19 @@ ENV RUSTUP_HOME /opt/rust
 ENV CARGO_HOME /opt/rust
 ENV PATH $PATH:$CARGO_HOME/bin
 
-# Globally disable pip cache
-RUN pip config set global.no-cache-dir false
+ENV TVM_VENV /venv/apache-tvm-py3.7
+COPY python/bootstrap/lockfiles /install/python/bootstrap/lockfiles
+COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
+RUN bash /install/ubuntu1804_install_python.sh
+
+COPY install/ubuntu_install_llvm.sh /install/ubuntu_install_llvm.sh
+RUN bash /install/ubuntu_install_llvm.sh
 
 COPY install/ubuntu_install_cmake_source.sh /install/ubuntu_install_cmake_source.sh
 RUN bash /install/ubuntu_install_cmake_source.sh
 
+COPY python/build/pyproject.toml /install/python/pyproject.toml
+COPY python/build/poetry.lock /install/python/poetry.lock
 COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
 RUN bash /install/ubuntu_install_python_package.sh
 
diff --git a/docker/Dockerfile.ci_lint b/docker/Dockerfile.ci_lint
index 1d0c984c61..6da29415f2 100644
--- a/docker/Dockerfile.ci_lint
+++ b/docker/Dockerfile.ci_lint
@@ -20,20 +20,20 @@
 # tag: v0.60
 FROM ubuntu:18.04
 
-RUN apt-get update --fix-missing
-
-RUN apt-get update && apt-get install -y wget git sudo make parallel
+RUN apt-get update --fix-missing && apt-get install -y wget git sudo make parallel
 
+ENV TVM_VENV /venv/apache-tvm-py3.7
+COPY python/bootstrap/lockfiles /install/python/bootstrap/lockfiles
 COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
 RUN bash /install/ubuntu1804_install_python.sh
 
-# Globally disable pip cache
-RUN pip config set global.no-cache-dir false
+COPY python/build/pyproject.toml /install/python/pyproject.toml
+COPY python/build/poetry.lock /install/python/poetry.lock
+COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
+RUN bash /install/ubuntu_install_python_package.sh
 
 RUN apt-get update && apt-get install -y doxygen graphviz curl shellcheck
 
-RUN pip3 install cpplint pylint==2.4.4 mypy==0.902 black==22.3.0 flake8==3.9.2 blocklint==0.2.3 jinja2==3.0.3
-
 # Rust env (build early; takes a while)
 COPY install/ubuntu_install_rust.sh /install/ubuntu_install_rust.sh
 RUN bash /install/ubuntu_install_rust.sh
diff --git a/docker/Dockerfile.ci_qemu b/docker/Dockerfile.ci_qemu
index 28bfd8962d..ee3e522d7e 100644
--- a/docker/Dockerfile.ci_qemu
+++ b/docker/Dockerfile.ci_qemu
@@ -19,24 +19,19 @@
 # tag: v0.62
 FROM ubuntu:18.04
 
-RUN apt-get update --fix-missing
-
 COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
 RUN bash /install/ubuntu_install_core.sh
 
 COPY install/ubuntu_install_googletest.sh /install/ubuntu_install_googletest.sh
 RUN bash /install/ubuntu_install_googletest.sh
 
+ENV TVM_VENV /venv/apache-tvm-py3.7
+COPY python/bootstrap/lockfiles /install/python/bootstrap/lockfiles
 COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
 RUN bash /install/ubuntu1804_install_python.sh
 
-COPY install/ubuntu1804_install_python_venv.sh /install/ubuntu1804_install_python_venv.sh
-RUN bash /install/ubuntu1804_install_python_venv.sh
-ENV PATH=/opt/tvm-venv/bin:/opt/zephyr-sdk/sysroots/x86_64-pokysdk-linux/usr/bin:$PATH
-
-# Globally disable pip cache
-RUN pip config set global.no-cache-dir false
-
+COPY python/build/pyproject.toml /install/python/pyproject.toml
+COPY python/build/poetry.lock /install/python/poetry.lock
 COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
 RUN bash /install/ubuntu_install_python_package.sh
 
@@ -59,12 +54,12 @@ COPY install/ubuntu_install_java.sh /install/ubuntu_install_java.sh
 RUN bash /install/ubuntu_install_java.sh
 
 # TensorFlow deps
-COPY install/ubuntu_install_tensorflow.sh /install/ubuntu_install_tensorflow.sh
-RUN bash /install/ubuntu_install_tensorflow.sh
+# COPY install/ubuntu_install_tensorflow.sh /install/ubuntu_install_tensorflow.sh
+# RUN bash /install/ubuntu_install_tensorflow.sh
 
 # TFLite deps
-COPY install/ubuntu_install_tflite.sh /install/ubuntu_install_tflite.sh
-RUN bash /install/ubuntu_install_tflite.sh
+# COPY install/ubuntu_install_tflite.sh /install/ubuntu_install_tflite.sh
+# RUN bash /install/ubuntu_install_tflite.sh
 
 # sccache
 COPY install/ubuntu_install_sccache.sh /install/ubuntu_install_sccache.sh
@@ -77,6 +72,7 @@ COPY install/ubuntu_init_zephyr_project.sh /install/ubuntu_init_zephyr_project.s
 COPY install/ubuntu_install_zephyr_sdk.sh /install/ubuntu_install_zephyr_sdk.sh
 RUN bash /install/ubuntu_install_zephyr.sh
 ENV ZEPHYR_BASE=/opt/zephyrproject/zephyr
+ENV PATH=/opt/zephyr-sdk/sysroots/x86_64-pokysdk-linux/usr/bin:$PATH
 
 # FreeRTOS deps
 COPY install/ubuntu_install_freertos.sh /install/ubuntu_install_freertos.sh
@@ -92,8 +88,8 @@ COPY install/ubuntu_install_arduino.sh /install/ubuntu_install_arduino.sh
 RUN bash /install/ubuntu_install_arduino.sh
 
 # Install ONNX
-COPY install/ubuntu_install_onnx.sh /install/ubuntu_install_onnx.sh
-RUN bash /install/ubuntu_install_onnx.sh
+# COPY install/ubuntu_install_onnx.sh /install/ubuntu_install_onnx.sh
+# RUN bash /install/ubuntu_install_onnx.sh
 
 # Install CMSIS_NN
 COPY install/ubuntu_install_cmsis.sh /install/ubuntu_install_cmsis.sh
@@ -104,9 +100,5 @@ ENV CMSIS_PATH=/opt/arm/ethosu/cmsis/
 COPY install/ubuntu_install_ethosu_driver_stack.sh /install/ubuntu_install_ethosu_driver_stack.sh
 RUN bash /install/ubuntu_install_ethosu_driver_stack.sh
 
-# Install Vela compiler
-COPY install/ubuntu_install_vela.sh /install/ubuntu_install_vela.sh
-RUN bash /install/ubuntu_install_vela.sh
-
 # Update PATH
 ENV PATH /opt/arm/gcc-arm-none-eabi/bin:/opt/arm/FVP_Corstone_SSE-300/models/Linux64_GCC-6.4:$PATH
diff --git a/docker/Dockerfile.ci_wasm b/docker/Dockerfile.ci_wasm
index 1c7d3eb59b..243c3d53f7 100644
--- a/docker/Dockerfile.ci_wasm
+++ b/docker/Dockerfile.ci_wasm
@@ -16,20 +16,19 @@
 # under the License.
 FROM ubuntu:18.04
 
-RUN apt-get update --fix-missing
-
 COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh
 RUN bash /install/ubuntu_install_core.sh
 
 COPY install/ubuntu_install_googletest.sh /install/ubuntu_install_googletest.sh
 RUN bash /install/ubuntu_install_googletest.sh
 
+ENV TVM_VENV /venv/apache-tvm-py3.7
+COPY python/bootstrap/lockfiles /install/python/bootstrap/lockfiles
 COPY install/ubuntu1804_install_python.sh /install/ubuntu1804_install_python.sh
 RUN bash /install/ubuntu1804_install_python.sh
 
-# Globally disable pip cache
-RUN pip config set global.no-cache-dir false
-
+COPY python/build/pyproject.toml /install/python/pyproject.toml
+COPY python/build/poetry.lock /install/python/poetry.lock
 COPY install/ubuntu_install_python_package.sh /install/ubuntu_install_python_package.sh
 RUN bash /install/ubuntu_install_python_package.sh
 
diff --git a/docker/install/ubuntu1804_install_python.sh b/docker/install/ubuntu1804_install_python.sh
index 94d316199d..cdef3389d5 100755
--- a/docker/install/ubuntu1804_install_python.sh
+++ b/docker/install/ubuntu1804_install_python.sh
@@ -32,15 +32,16 @@ trap cleanup 0
 # instead modify install_python_package.sh
 apt-get update
 apt-get install -y software-properties-common
-apt-get install -y python3.7 python3.7-dev python3-pip
+# NOTE: There is no python3.7-pip, but whatever installed is upgraded anyway in a few lines.
+apt-get install -y python3.7 python3.7-dev python3-pip python3.7-venv
 update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.7 1
 
-# Pin pip and setuptools versions
-# Hashes generated via:
-#   $ pip download <package>==<version>
-#   $ pip hash --algorithm sha512 <package>.whl
-cat <<EOF > base-requirements.txt
-pip==19.3.1 --hash=sha256:6917c65fc3769ecdc61405d3dfd97afdedd75808d200b2838d7d961cebc0c2c7
-setuptools==58.4.0 --hash=sha256:e8b1d3127a0441fb99a130bcc3c2bf256c2d3ead3aba8fd400e5cbbaf788e036
-EOF
-pip3 install -r base-requirements.txt
+# Update pip to match version used to produce requirements-hashed.txt. This step
+# is necessary so that pip's dependency solver is recent.
+pip_spec=$(cat /install/python/bootstrap/lockfiles/constraints.txt | grep 'pip==')
+pip3 install -U --require-hashes -r <(echo "${pip_spec}") \
+     -c /install/python/bootstrap/lockfiles/constraints.txt
+pip3 config set global.no-cache-dir false
+
+# Now install the remaining base packages.
+pip3 install -r /install/python/bootstrap/lockfiles/constraints.txt
diff --git a/docker/install/ubuntu1804_install_python_venv.sh b/docker/install/ubuntu1804_install_python_venv.sh
deleted file mode 100755
index 5dc5efea76..0000000000
--- a/docker/install/ubuntu1804_install_python_venv.sh
+++ /dev/null
@@ -1,31 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-# install python and pip, don't modify this, modify install_python_package.sh
-apt-get update
-apt-get install -y software-properties-common
-apt-get install -y python3.7-dev python3-setuptools python3.7-venv
-
-python3 -mvenv /opt/tvm-venv
-
-# Pin pip and setuptools versions
-/opt/tvm-venv/bin/pip3 install pip==19.3.1 setuptools==58.4.0
diff --git a/docker/install/ubuntu2004_install_python.sh b/docker/install/ubuntu2004_install_python.sh
index 5b87a74061..dbe6cfca33 100755
--- a/docker/install/ubuntu2004_install_python.sh
+++ b/docker/install/ubuntu2004_install_python.sh
@@ -31,15 +31,15 @@ trap cleanup 0
 # instead modify install_python_package.sh
 apt-get update
 apt-get install -y software-properties-common
-apt-get install -y python3.8 python3.8-dev python3-pip
+apt-get install -y python3.8 python3.8-dev python3-pip python3.8-venv
 update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.8 1
 
-# Pin pip and setuptools versions
-# Hashes generated via:
-#   $ pip download <package>==<version>
-#   $ pip hash --algorithm sha256 <package>.whl
-cat <<EOF > base-requirements.txt
-pip==22.0.4 --hash=sha256:c6aca0f2f081363f689f041d90dab2a07a9a07fb840284db2218117a52da800b
-setuptools==58.4.0 --hash=sha256:e8b1d3127a0441fb99a130bcc3c2bf256c2d3ead3aba8fd400e5cbbaf788e036
-EOF
-pip3 install -r base-requirements.txt
+# Update pip to match version used to produce requirements-hashed.txt. This step
+# is necessary so that pip's dependency solver is recent.
+pip_spec=$(cat /install/python/bootstrap/lockfiles/constraints.txt | grep 'pip==')
+pip3 install -U --require-hashes -r <(echo "${pip_spec}") \
+     -c /install/python/bootstrap/lockfiles/constraints.txt
+pip3 config set global.no-cache-dir false
+
+# Now install the remaining base packages.
+pip3 install -r /install/python/bootstrap/lockfiles/constraints.txt
diff --git a/docker/install/ubuntu_install_caffe.sh b/docker/install/ubuntu_install_caffe.sh
index ab71eab54a..6867993c58 100755
--- a/docker/install/ubuntu_install_caffe.sh
+++ b/docker/install/ubuntu_install_caffe.sh
@@ -25,9 +25,6 @@ apt-get install -y --no-install-recommends protobuf-compiler \
     libprotobuf-dev libhdf5-serial-dev libopenblas-dev libgflags-dev libgoogle-glog-dev
 
 
-# install python packages
-pip install "numpy" "protobuf" "scikit-image" "six"
-
 # Build the Caffe and the python wrapper
 echo "Downloading Caffe"
 CAFFE_HOME="/opt/caffe"
diff --git a/docker/install/ubuntu_install_core.sh b/docker/install/ubuntu_install_core.sh
index 5593d61ea5..b577370f56 100755
--- a/docker/install/ubuntu_install_core.sh
+++ b/docker/install/ubuntu_install_core.sh
@@ -21,7 +21,8 @@ set -u
 set -o pipefail
 
 # install libraries for building c++ core on ubuntu
-apt-get update && apt-get install -y --no-install-recommends \
+export DEBIAN_FRONTEND=noninteractive  # avoid tzdata interactive config.
+apt-get update --fix-missing && apt-get install -y --no-install-recommends \
     apt-transport-https \
     ca-certificates \
     cmake \
diff --git a/docker/install/ubuntu_install_coreml.sh b/docker/install/ubuntu_install_coreml.sh
deleted file mode 100755
index cbdc87666b..0000000000
--- a/docker/install/ubuntu_install_coreml.sh
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-# 
-#   http://www.apache.org/licenses/LICENSE-2.0
-# 
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-pip3 install coremltools
diff --git a/docker/install/ubuntu_install_darknet.sh b/docker/install/ubuntu_install_darknet.sh
deleted file mode 100755
index 8020899f8b..0000000000
--- a/docker/install/ubuntu_install_darknet.sh
+++ /dev/null
@@ -1,29 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-#install the necessary dependancies, cffi, opencv
-wget -q 'https://github.com/siju-samuel/darknet/blob/master/lib/libdarknet.so?raw=true' -O libdarknet.so
-debian_version=`cat /etc/debian_version`
-
-pip3 install \
-    cffi \
-    opencv-python
diff --git a/docker/install/ubuntu_install_mxnet.sh b/docker/install/ubuntu_install_mxnet.sh
deleted file mode 100755
index aa04d4c191..0000000000
--- a/docker/install/ubuntu_install_mxnet.sh
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-pip3 install mxnet==1.6.0
diff --git a/docker/install/ubuntu_install_oneflow.sh b/docker/install/ubuntu_install_oneflow.sh
deleted file mode 100755
index 3eb6b7d89b..0000000000
--- a/docker/install/ubuntu_install_oneflow.sh
+++ /dev/null
@@ -1,25 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-pip3 install flowvision==0.1.0
-
-python3 -m pip install -f https://release.oneflow.info oneflow==0.7.0+cpu
diff --git a/docker/install/ubuntu_install_onnx.sh b/docker/install/ubuntu_install_onnx.sh
deleted file mode 100755
index 6a41a55740..0000000000
--- a/docker/install/ubuntu_install_onnx.sh
+++ /dev/null
@@ -1,41 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-# We need to fix the onnx version because changing versions tends to break tests
-# TODO(mbrookhart): periodically update
-
-# onnx 1.9 removed onnx optimizer from the main repo (see
-# https://github.com/onnx/onnx/pull/2834).  When updating the CI image
-# to onnx>=1.9, onnxoptimizer should also be installed.
-pip3 install \
-    onnx==1.10.2 \
-    onnxruntime==1.9.0 \
-    onnxoptimizer==0.2.6
-
-# torch depends on a number of other packages, but unhelpfully, does
-# not expose that in the wheel!!!
-pip3 install future
-
-pip3 install \
-    torch==1.11.0 \
-    torchvision==0.12.0 \
-    --extra-index-url https://download.pytorch.org/whl/cpu
diff --git a/docker/install/ubuntu_install_paddle.sh b/docker/install/ubuntu_install_paddle.sh
deleted file mode 100755
index c7f9d43a3b..0000000000
--- a/docker/install/ubuntu_install_paddle.sh
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-pip install paddlepaddle==2.1.3
diff --git a/docker/install/ubuntu_install_python_package.sh b/docker/install/ubuntu_install_python_package.sh
index 0353814efc..b9be8970d4 100755
--- a/docker/install/ubuntu_install_python_package.sh
+++ b/docker/install/ubuntu_install_python_package.sh
@@ -16,31 +16,18 @@
 # specific language governing permissions and limitations
 # under the License.
 
-set -e
-set -u
-set -o pipefail
+set -euo pipefail
+set -x
 
-# install libraries for python package on ubuntu
-pip3 install --upgrade \
-    attrs \
-    cloudpickle \
-    cython \
-    decorator \
-    mypy \
-    numpy~=1.19.5 \
-    orderedset \
-    packaging \
-    Pillow==9.1.0 \
-    psutil \
-    pytest \
-    tlcpack-sphinx-addon==0.2.1 \
-    pytest-profiling \
-    pytest-xdist \
-    requests \
-    scipy \
-    Jinja2 \
-    synr==0.6.0 \
-    junitparser==2.4.2 \
-    six \
-    tornado \
-    pytest-lazy-fixture
+if [ -z "${TVM_VENV+x}" ]; then
+    echo "install script error: must set TVM_VENV to the path to the venv symlink"
+    exit 2
+fi
+
+cd $(dirname $0)/python
+poetry config cache-dir /tmp/poetry-cache
+poetry config virtualenvs.path /venv
+
+poetry install --no-root "$@"
+VENV_ROOT=$(ls -d1 /venv/apache-tvm-*-py3.*)
+ln -s "${VENV_ROOT}" "${TVM_VENV}"
diff --git a/docker/install/ubuntu_install_redis.sh b/docker/install/ubuntu_install_redis.sh
index 8678c20501..615415f557 100755
--- a/docker/install/ubuntu_install_redis.sh
+++ b/docker/install/ubuntu_install_redis.sh
@@ -21,5 +21,3 @@ set -u
 set -o pipefail
 
 apt-get update && apt-get install -y redis-server
-pip3 install \
-    xgboost==1.4.2
diff --git a/docker/install/ubuntu_install_sphinx.sh b/docker/install/ubuntu_install_sphinx.sh
deleted file mode 100755
index 12ca25b22b..0000000000
--- a/docker/install/ubuntu_install_sphinx.sh
+++ /dev/null
@@ -1,33 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-# NOTE: install docutils < 0.17 to work around https://github.com/readthedocs/sphinx_rtd_theme/issues/1115
-pip3 install \
-    autodocsumm \
-    "commonmark>=0.7.3" \
-    "docutils>=0.11,<0.17" \
-    Image \
-    matplotlib \
-    sphinx==4.2.0 \
-    sphinx_autodoc_annotation \
-    sphinx-gallery==0.4.0 \
-    sphinx_rtd_theme
diff --git a/docker/install/ubuntu_install_tensorflow.sh b/docker/install/ubuntu_install_tensorflow.sh
deleted file mode 100755
index eaf89ffcf8..0000000000
--- a/docker/install/ubuntu_install_tensorflow.sh
+++ /dev/null
@@ -1,26 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-pip3 install \
-    "h5py==3.1.0" \
-    keras==2.6 \
-    tensorflow==2.6.2
diff --git a/docker/install/ubuntu_install_tensorflow_aarch64.sh b/docker/install/ubuntu_install_tensorflow_aarch64.sh
index 6acf8b7270..cfb05ac1de 100755
--- a/docker/install/ubuntu_install_tensorflow_aarch64.sh
+++ b/docker/install/ubuntu_install_tensorflow_aarch64.sh
@@ -20,11 +20,3 @@ set -euxo pipefail
 
 # Build dependencies
 apt-get install -y --no-install-recommends libhdf5-dev
-
-# We're only using the TensorFlow wheel snapshot here as the
-# h5py wheel tries to use the wrong .so file
-pip3 install \
-    "h5py==3.1.0" \
-    keras==2.6 \
-    tensorflow-aarch64==2.6.2 \
-    -f https://snapshots.linaro.org/ldcg/python-cache/tensorflow-aarch64/
diff --git a/docker/install/ubuntu_install_tflite.sh b/docker/install/ubuntu_install_tflite.sh
deleted file mode 100755
index 8a394302fd..0000000000
--- a/docker/install/ubuntu_install_tflite.sh
+++ /dev/null
@@ -1,79 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-# The tflite version should have matched versions to the tensorflow
-# version installed from pip in ubuntu_install_tensorflow.sh
-TENSORFLOW_VERSION=$(python3 -c "import tensorflow; print(tensorflow.__version__)" 2> /dev/null)
-
-# Download, build and install flatbuffers
-git clone --branch=v1.12.0 --depth=1 --recursive https://github.com/google/flatbuffers.git
-cd flatbuffers
-cmake -G "Unix Makefiles" -DCMAKE_BUILD_TYPE=Release
-make install -j8
-cd ..
-
-# Install flatbuffers python packages.
-pip3 install flatbuffers
-
-# Build the TFLite static library, necessary for building with TFLite ON.
-# The library is built at:
-# tensorflow/tensorflow/lite/tools/make/gen/*/lib/libtensorflow-lite.a.
-git clone https://github.com/tensorflow/tensorflow --branch=v${TENSORFLOW_VERSION} --depth 1
-./tensorflow/tensorflow/lite/tools/make/download_dependencies.sh
-./tensorflow/tensorflow/lite/tools/make/build_lib.sh
-
-# Setup tflite from schema
-mkdir tflite
-cp tensorflow/tensorflow/lite/schema/schema.fbs tflite
-cd tflite
-flatc --python schema.fbs
-
-cat <<EOM >setup.py
-import setuptools
-
-setuptools.setup(
-    name="tflite",
-    version="${TENSORFLOW_VERSION}",
-    author="google",
-    author_email="google@google.com",
-    description="TFLite",
-    long_description="TFLite",
-    long_description_content_type="text/markdown",
-    url="https://www.tensorflow.org/lite",
-    packages=setuptools.find_packages(),
-    classifiers=[
-        "Programming Language :: Python :: 2",
-        "License :: OSI Approved :: MIT License",
-        "Operating System :: OS Independent",
-    ],
-)
-EOM
-
-cat <<EOM >__init__.py
-name = "tflite"
-EOM
-
-# Install tflite over python3
-python3 setup.py install
-
-cd ..
-rm -rf tflite
diff --git a/docker/install/ubuntu_install_vela.sh b/docker/install/ubuntu_install_vela.sh
deleted file mode 100755
index c72d118233..0000000000
--- a/docker/install/ubuntu_install_vela.sh
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/bin/bash
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-set -u
-set -o pipefail
-
-pip3 install ethos-u-vela==3.2.0


[tvm] 08/09: fix docker images to built ones for testing.

Posted by ar...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit 801de96ca84ba3da8ae4d5e427e6f6d7f0869178
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Tue May 24 12:28:47 2022 -0700

    fix docker images to built ones for testing.
---
 Jenkinsfile                   | 105 ++++++++++++++++++++++++++++++++++++------
 jenkins/Build.groovy.j2       |   7 +++
 jenkins/Deploy.groovy.j2      |   1 +
 jenkins/DockerBuild.groovy.j2 |  53 +++++++++++++++++++++
 jenkins/Jenkinsfile.j2        |  34 +++++++++-----
 jenkins/Lint.groovy.j2        |   1 +
 jenkins/Test.groovy.j2        |   4 ++
 7 files changed, 180 insertions(+), 25 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index c8c82eda5c..8739bb48cb 100755
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -45,18 +45,27 @@
 // 'python3 jenkins/generate.py'
 // Note: This timestamp is here to ensure that updates to the Jenkinsfile are
 // always rebased on main before merging:
-// Generated at 2022-05-24T12:25:02.041933
+// Generated at 2022-05-25T11:48:25.852378
 
 import org.jenkinsci.plugins.pipeline.modeldefinition.Utils
 // NOTE: these lines are scanned by docker/dev_common.sh. Please update the regex as needed. -->
-ci_lint = 'tlcpack/ci-lint:20220513-055910-fa834f67e'
-ci_gpu = 'tlcpack/ci-gpu:20220519-055908-ddfa1da69'
-ci_cpu = 'tlcpack/ci-cpu:20220519-055908-ddfa1da69'
-ci_wasm = 'tlcpack/ci-wasm:20220513-055910-fa834f67e'
-ci_i386 = 'tlcpack/ci-i386:20220513-055910-fa834f67e'
-ci_qemu = 'tlcpack/ci-qemu:20220517-094028-de21c8f2e'
-ci_arm = 'tlcpack/ci-arm:20220513-055910-fa834f67e'
-ci_hexagon = 'tlcpack/ci-hexagon:20220516-190055-672ce3365'
+def aws_account_id = ''
+node("CPU-SMALL") {
+aws_account_id = sh(
+    returnStdout: true,
+    script: 'aws sts get-caller-identity | grep Account | cut -f4 -d\\"',
+    label: 'Get AWS ID'
+  ).trim()
+}
+def AWS_DEFAULT_REGION = 'us-west-2'
+ci_lint = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_lint:areusch-2ffreeze-dependencies-4233ca6eb-49"
+ci_gpu = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_gpu:areusch-2ffreeze-dependencies-6799bd6f9-49"
+ci_cpu = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_cpu:areusch-2ffreeze-dependencies-98aa6dde6-49"
+ci_wasm = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_wasm:areusch-2ffreeze-dependencies-c12a78740-49"
+ci_i386 = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_i386:areusch-2ffreeze-dependencies-89e22c948-49"
+ci_qemu = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_qemu:areusch-2ffreeze-dependencies-e839c36c8-48"
+ci_arm = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_arm:areusch-2ffreeze-dependencies-b9d48a35f-49"
+ci_hexagon = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_hexagon:areusch-2ffreeze-dependencies-e7d44544e-49"
 // <--- End of regex-scanned config.
 
 // Parameters to allow overriding (in Jenkins UI), the images
@@ -94,6 +103,7 @@ if (currentBuild.getBuildCauses().toString().contains('BranchIndexingCause')) {
   return
 }
 
+
 // Filenames for stashing between build and test steps
 s3_prefix = "tvm-jenkins-artifacts-prod/tvm/${env.BRANCH_NAME}/${env.BUILD_NUMBER}"
 
@@ -391,6 +401,59 @@ def build_docker_images() {
   // }
 }
 
+def ecr_pull(full_name) {
+  aws_account_id = sh(
+    returnStdout: true,
+    script: 'aws sts get-caller-identity | grep Account | cut -f4 -d\\"',
+    label: 'Get AWS ID'
+  ).trim()
+
+  try {
+    withEnv([
+      "AWS_ACCOUNT_ID=${aws_account_id}",
+      'AWS_DEFAULT_REGION=us-west-2',
+      "AWS_ECR_REPO=${aws_account_id}.dkr.ecr.us-west-2.amazonaws.com"]) {
+      sh(
+        script: '''
+          set -eux
+          aws ecr get-login-password --region $AWS_DEFAULT_REGION | docker login --username AWS --password-stdin $AWS_ECR_REPO
+        ''',
+        label: 'Log in to ECR'
+      )
+      sh(
+        script: """
+          set -eux
+          docker pull ${full_name}
+        """,
+        label: 'Pull image from ECR'
+      )
+    }
+  } finally {
+    withEnv([
+      "AWS_ACCOUNT_ID=${aws_account_id}",
+      'AWS_DEFAULT_REGION=us-west-2',
+      "AWS_ECR_REPO=${aws_account_id}.dkr.ecr.us-west-2.amazonaws.com"]) {
+      sh(
+        script: 'docker logout $AWS_ECR_REPO',
+        label: 'Clean up login credentials'
+      )
+    }
+  }
+}
+
+def docker_init(image) {
+  if (image.contains("amazonaws.com")) {
+    // If this string is in the image name it's from ECR and needs to be pulled
+    // with the right credentials
+    ecr_pull(image)
+  } else {
+    sh(
+      script: "docker pull ${image}",
+      label: 'Pull docker image',
+    )
+  }
+}
+
 // Run make. First try to do an incremental make from a previous workspace in hope to
 // accelerate the compilation. If something is wrong, clean the workspace and then
 // build from scratch.
@@ -424,7 +487,8 @@ def lint() {
           withEnv([
             'TVM_NUM_SHARDS=2',
             'TVM_SHARD_INDEX=0'], {
-            sh (
+            docker_init(ci_lint)
+              sh (
                 script: "${docker_run} ${ci_lint} ./tests/scripts/task_lint.sh",
                 label: 'Run lint',
               )
@@ -441,7 +505,8 @@ def lint() {
           withEnv([
             'TVM_NUM_SHARDS=2',
             'TVM_SHARD_INDEX=1'], {
-            sh (
+            docker_init(ci_lint)
+              sh (
                 script: "${docker_run} ${ci_lint} ./tests/scripts/task_lint.sh",
                 label: 'Run lint',
               )
@@ -514,6 +579,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-gpu") {
           init_git()
+          docker_init(ci_gpu)
           sh "${docker_run} --no-gpu ${ci_gpu} ./tests/scripts/task_config_build_gpu.sh build"
           make("${ci_gpu} --no-gpu", 'build', '-j2')
           sh(
@@ -560,6 +626,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-cpu") {
           init_git()
+          docker_init(ci_cpu)
           sh (
             script: "${docker_run} ${ci_cpu} ./tests/scripts/task_config_build_cpu.sh build",
             label: 'Create CPU cmake config',
@@ -599,6 +666,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-wasm") {
           init_git()
+          docker_init(ci_wasm)
           sh (
             script: "${docker_run} ${ci_wasm} ./tests/scripts/task_config_build_wasm.sh build",
             label: 'Create WASM cmake config',
@@ -623,6 +691,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-i386") {
           init_git()
+          docker_init(ci_i386)
           sh (
             script: "${docker_run} ${ci_i386} ./tests/scripts/task_config_build_i386.sh build",
             label: 'Create i386 cmake config',
@@ -656,6 +725,7 @@ stage('Build') {
       node('ARM-SMALL') {
         ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-arm") {
           init_git()
+          docker_init(ci_arm)
           sh (
             script: "${docker_run} ${ci_arm} ./tests/scripts/task_config_build_arm.sh build",
             label: 'Create ARM cmake config',
@@ -687,6 +757,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-qemu") {
           init_git()
+          docker_init(ci_qemu)
           sh (
             script: "${docker_run} ${ci_qemu} ./tests/scripts/task_config_build_qemu.sh build",
             label: 'Create QEMU cmake config',
@@ -717,6 +788,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-hexagon") {
           init_git()
+          docker_init(ci_hexagon)
           sh (
             script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_config_build_hexagon.sh build",
             label: 'Create Hexagon cmake config',
@@ -2645,6 +2717,7 @@ stage('Test') {
             try {
               init_git()
               withEnv(['PLATFORM=cpu'], {
+                docker_init(ci_cpu)
                 sh(
                         script: """
                           set -eux
@@ -2689,6 +2762,7 @@ stage('Test') {
             try {
               init_git()
               withEnv(['PLATFORM=qemu'], {
+                docker_init(ci_qemu)
                 sh(
                         script: """
                           set -eux
@@ -2733,6 +2807,7 @@ stage('Test') {
             try {
               init_git()
               withEnv(['PLATFORM=cpu'], {
+                docker_init(ci_cpu)
                 sh(
                         script: """
                           set -eux
@@ -2769,6 +2844,7 @@ stage('Test') {
       node('GPU') {
         ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/docs-python-gpu") {
           init_git()
+          docker_init(ci_gpu)
           sh(
             script: """
               set -eux
@@ -2874,6 +2950,7 @@ def deploy() {
     if (env.BRANCH_NAME == 'main' && env.DOCS_DEPLOY_ENABLED == 'yes') {
       node('CPU') {
         ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/deploy-docs") {
+          docker_init(ci_gpu)
           sh(
             script: """
               set -eux
@@ -2895,9 +2972,9 @@ cancel_previous_build()
 
 prepare()
 
-if (rebuild_docker_images) {
-  build_docker_images()
-}
+// if (rebuild_docker_images) {
+//  build_docker_images()
+// }
 
 lint()
 
diff --git a/jenkins/Build.groovy.j2 b/jenkins/Build.groovy.j2
index 4b0b4ae2e2..963364c41e 100644
--- a/jenkins/Build.groovy.j2
+++ b/jenkins/Build.groovy.j2
@@ -63,6 +63,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws({{ m.per_exec_ws('tvm/build-gpu') }}) {
           init_git()
+          docker_init(ci_gpu)
           sh "${docker_run} --no-gpu ${ci_gpu} ./tests/scripts/task_config_build_gpu.sh build"
           make("${ci_gpu} --no-gpu", 'build', '-j2')
           {{ m.upload_artifacts(tag='gpu', filenames=tvm_multilib, folders=microtvm_template_projects) }}
@@ -80,6 +81,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws({{ m.per_exec_ws('tvm/build-cpu') }}) {
           init_git()
+          docker_init(ci_cpu)
           sh (
             script: "${docker_run} ${ci_cpu} ./tests/scripts/task_config_build_cpu.sh build",
             label: 'Create CPU cmake config',
@@ -103,6 +105,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws({{ m.per_exec_ws('tvm/build-wasm') }}) {
           init_git()
+          docker_init(ci_wasm)
           sh (
             script: "${docker_run} ${ci_wasm} ./tests/scripts/task_config_build_wasm.sh build",
             label: 'Create WASM cmake config',
@@ -127,6 +130,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws({{ m.per_exec_ws('tvm/build-i386') }}) {
           init_git()
+          docker_init(ci_i386)
           sh (
             script: "${docker_run} ${ci_i386} ./tests/scripts/task_config_build_i386.sh build",
             label: 'Create i386 cmake config',
@@ -144,6 +148,7 @@ stage('Build') {
       node('ARM-SMALL') {
         ws({{ m.per_exec_ws('tvm/build-arm') }}) {
           init_git()
+          docker_init(ci_arm)
           sh (
             script: "${docker_run} ${ci_arm} ./tests/scripts/task_config_build_arm.sh build",
             label: 'Create ARM cmake config',
@@ -161,6 +166,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws({{ m.per_exec_ws('tvm/build-qemu') }}) {
           init_git()
+          docker_init(ci_qemu)
           sh (
             script: "${docker_run} ${ci_qemu} ./tests/scripts/task_config_build_qemu.sh build",
             label: 'Create QEMU cmake config',
@@ -178,6 +184,7 @@ stage('Build') {
       node('CPU-SMALL') {
         ws({{ m.per_exec_ws('tvm/build-hexagon') }}) {
           init_git()
+          docker_init(ci_hexagon)
           sh (
             script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_config_build_hexagon.sh build",
             label: 'Create Hexagon cmake config',
diff --git a/jenkins/Deploy.groovy.j2 b/jenkins/Deploy.groovy.j2
index 917f71ded1..02b7f5a40a 100644
--- a/jenkins/Deploy.groovy.j2
+++ b/jenkins/Deploy.groovy.j2
@@ -62,6 +62,7 @@ def deploy() {
     if (env.BRANCH_NAME == 'main' && env.DOCS_DEPLOY_ENABLED == 'yes') {
       node('CPU') {
         ws({{ m.per_exec_ws('tvm/deploy-docs') }}) {
+          docker_init(ci_gpu)
           {{ m.download_artifacts(tag='docs', filenames=["docs.tgz"]) }}
           deploy_docs()
         }
diff --git a/jenkins/DockerBuild.groovy.j2 b/jenkins/DockerBuild.groovy.j2
index 26539cc67a..90545526b8 100644
--- a/jenkins/DockerBuild.groovy.j2
+++ b/jenkins/DockerBuild.groovy.j2
@@ -146,6 +146,59 @@ def build_docker_images() {
   // }
 }
 
+def ecr_pull(full_name) {
+  aws_account_id = sh(
+    returnStdout: true,
+    script: 'aws sts get-caller-identity | grep Account | cut -f4 -d\\"',
+    label: 'Get AWS ID'
+  ).trim()
+
+  try {
+    withEnv([
+      "AWS_ACCOUNT_ID=${aws_account_id}",
+      'AWS_DEFAULT_REGION={{ aws_default_region }}',
+      "AWS_ECR_REPO=${aws_account_id}.{{ aws_ecr_url }}"]) {
+      sh(
+        script: '''
+          set -eux
+          aws ecr get-login-password --region $AWS_DEFAULT_REGION | docker login --username AWS --password-stdin $AWS_ECR_REPO
+        ''',
+        label: 'Log in to ECR'
+      )
+      sh(
+        script: """
+          set -eux
+          docker pull ${full_name}
+        """,
+        label: 'Pull image from ECR'
+      )
+    }
+  } finally {
+    withEnv([
+      "AWS_ACCOUNT_ID=${aws_account_id}",
+      'AWS_DEFAULT_REGION={{ aws_default_region }}',
+      "AWS_ECR_REPO=${aws_account_id}.{{ aws_ecr_url }}"]) {
+      sh(
+        script: 'docker logout $AWS_ECR_REPO',
+        label: 'Clean up login credentials'
+      )
+    }
+  }
+}
+
+def docker_init(image) {
+  if (image.contains("amazonaws.com")) {
+    // If this string is in the image name it's from ECR and needs to be pulled
+    // with the right credentials
+    ecr_pull(image)
+  } else {
+    sh(
+      script: "docker pull ${image}",
+      label: 'Pull docker image',
+    )
+  }
+}
+
 // Run make. First try to do an incremental make from a previous workspace in hope to
 // accelerate the compilation. If something is wrong, clean the workspace and then
 // build from scratch.
diff --git a/jenkins/Jenkinsfile.j2 b/jenkins/Jenkinsfile.j2
index c165de964f..e90f161858 100644
--- a/jenkins/Jenkinsfile.j2
+++ b/jenkins/Jenkinsfile.j2
@@ -51,14 +51,23 @@ import org.jenkinsci.plugins.pipeline.modeldefinition.Utils
 {% import 'jenkins/macros.j2' as m with context -%}
 
 // NOTE: these lines are scanned by docker/dev_common.sh. Please update the regex as needed. -->
-ci_lint = 'tlcpack/ci-lint:20220513-055910-fa834f67e'
-ci_gpu = 'tlcpack/ci-gpu:20220519-055908-ddfa1da69'
-ci_cpu = 'tlcpack/ci-cpu:20220519-055908-ddfa1da69'
-ci_wasm = 'tlcpack/ci-wasm:20220513-055910-fa834f67e'
-ci_i386 = 'tlcpack/ci-i386:20220513-055910-fa834f67e'
-ci_qemu = 'tlcpack/ci-qemu:20220517-094028-de21c8f2e'
-ci_arm = 'tlcpack/ci-arm:20220513-055910-fa834f67e'
-ci_hexagon = 'tlcpack/ci-hexagon:20220516-190055-672ce3365'
+def aws_account_id = ''
+node("CPU-SMALL") {
+aws_account_id = sh(
+    returnStdout: true,
+    script: 'aws sts get-caller-identity | grep Account | cut -f4 -d\\"',
+    label: 'Get AWS ID'
+  ).trim()
+}
+def AWS_DEFAULT_REGION = 'us-west-2'
+ci_lint = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_lint:areusch-2ffreeze-dependencies-4233ca6eb-49"
+ci_gpu = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_gpu:areusch-2ffreeze-dependencies-6799bd6f9-49"
+ci_cpu = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_cpu:areusch-2ffreeze-dependencies-98aa6dde6-49"
+ci_wasm = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_wasm:areusch-2ffreeze-dependencies-c12a78740-49"
+ci_i386 = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_i386:areusch-2ffreeze-dependencies-89e22c948-49"
+ci_qemu = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_qemu:areusch-2ffreeze-dependencies-e839c36c8-48"
+ci_arm = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_arm:areusch-2ffreeze-dependencies-b9d48a35f-49"
+ci_hexagon = "${aws_account_id}.dkr.ecr.${AWS_DEFAULT_REGION}.amazonaws.com/ci_hexagon:areusch-2ffreeze-dependencies-e7d44544e-49"
 // <--- End of regex-scanned config.
 
 // Parameters to allow overriding (in Jenkins UI), the images
@@ -91,6 +100,9 @@ if (currentBuild.getBuildCauses().toString().contains('BranchIndexingCause')) {
   return
 }
 
+{% set aws_default_region = "us-west-2" %}
+{% set aws_ecr_url = "dkr.ecr." + aws_default_region + ".amazonaws.com" %}
+
 // Filenames for stashing between build and test steps
 {% set tvm_runtime = ['build/libtvm_runtime.so', 'build/config.cmake'] %}
 {% set tvm_lib = ['build/libtvm.so'] + tvm_runtime %}
@@ -115,9 +127,9 @@ cancel_previous_build()
 
 prepare()
 
-if (rebuild_docker_images) {
-  build_docker_images()
-}
+// if (rebuild_docker_images) {
+//  build_docker_images()
+// }
 
 lint()
 
diff --git a/jenkins/Lint.groovy.j2 b/jenkins/Lint.groovy.j2
index 61c13cd407..7d7672d23f 100644
--- a/jenkins/Lint.groovy.j2
+++ b/jenkins/Lint.groovy.j2
@@ -8,6 +8,7 @@ def lint() {
         ws='tvm/lint',
         )
       %}
+        docker_init(ci_lint)
         sh (
           script: "${docker_run} ${ci_lint} ./tests/scripts/task_lint.sh",
           label: 'Run lint',
diff --git a/jenkins/Test.groovy.j2 b/jenkins/Test.groovy.j2
index a08c50905a..04098e353b 100644
--- a/jenkins/Test.groovy.j2
+++ b/jenkins/Test.groovy.j2
@@ -192,6 +192,7 @@ stage('Test') {
     ws="tvm/ut-python-cpu",
     platform="cpu",
   ) %}
+    docker_init(ci_cpu)
     {{ m.download_artifacts(tag='cpu', filenames=tvm_multilib_tsim) }}
     ci_setup(ci_cpu)
     cpp_unittest(ci_cpu)
@@ -208,6 +209,7 @@ stage('Test') {
     ws="tvm/test-qemu",
     platform="qemu",
   ) %}
+    docker_init(ci_qemu)
     {{ m.download_artifacts(tag='qemu', filenames=tvm_lib, folders=microtvm_template_projects) }}
     add_microtvm_permissions()
     ci_setup(ci_qemu)
@@ -227,6 +229,7 @@ stage('Test') {
     ws="tvm/frontend-python-cpu",
     platform="cpu",
 ) %}
+    docker_init(ci_cpu)
     {{ m.download_artifacts(tag='cpu', filenames=tvm_multilib) }}
     ci_setup(ci_cpu)
     sh (
@@ -239,6 +242,7 @@ stage('Test') {
       node('GPU') {
         ws({{ m.per_exec_ws('tvm/docs-python-gpu') }}) {
           init_git()
+          docker_init(ci_gpu)
           {{ m.download_artifacts(tag='gpu', filenames=tvm_multilib, folders=microtvm_template_projects) }}
           add_microtvm_permissions()
           timeout(time: 180, unit: 'MINUTES') {


[tvm] 04/09: Adjust package installs with py-deps to use the virtualenv.

Posted by ar...@apache.org.
This is an automated email from the ASF dual-hosted git repository.

areusch pushed a commit to branch areusch/freeze-dependencies
in repository https://gitbox.apache.org/repos/asf/tvm.git

commit 1141e42c2e9c8fd6801b33200188b47b4104b712
Author: Andrew Reusch <ar...@gmail.com>
AuthorDate: Thu May 19 15:18:02 2022 -0700

    Adjust package installs with py-deps to use the virtualenv.
---
 docker/install/ubuntu_install_caffe.sh                | 1 +
 docker/install/ubuntu_install_vitis_ai_packages_ci.sh | 6 +++---
 docker/install/ubuntu_install_zephyr.sh               | 9 ++++++++-
 3 files changed, 12 insertions(+), 4 deletions(-)

diff --git a/docker/install/ubuntu_install_caffe.sh b/docker/install/ubuntu_install_caffe.sh
index 6867993c58..9dc58b8a0a 100755
--- a/docker/install/ubuntu_install_caffe.sh
+++ b/docker/install/ubuntu_install_caffe.sh
@@ -34,6 +34,7 @@ cd /caffe_src
 
 echo "Building Caffe"
 mkdir /caffe_src/build && cd /caffe_src/build
+. "${TVM_VENV}/bin/activate"
 cmake -DCMAKE_INSTALL_PREFIX=${CAFFE_HOME}\
     -DCMAKE_BUILD_TYPE=Release \
     -DCPU_ONLY=1 \
diff --git a/docker/install/ubuntu_install_vitis_ai_packages_ci.sh b/docker/install/ubuntu_install_vitis_ai_packages_ci.sh
index ccaf113cec..49e9e49149 100755
--- a/docker/install/ubuntu_install_vitis_ai_packages_ci.sh
+++ b/docker/install/ubuntu_install_vitis_ai_packages_ci.sh
@@ -6,9 +6,9 @@
 # to you under the Apache License, Version 2.0 (the
 # "License"); you may not use this file except in compliance
 # with the License.  You may obtain a copy of the License at
-# 
+#
 #   http://www.apache.org/licenses/LICENSE-2.0
-# 
+#
 # Unless required by applicable law or agreed to in writing,
 # software distributed under the License is distributed on an
 # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
@@ -26,4 +26,4 @@ mkdir "$PYXIR_HOME"
 pip3 install progressbar
 
 git clone --recursive --branch v0.3.5 --depth 1 https://github.com/Xilinx/pyxir.git "${PYXIR_HOME}"
-cd "${PYXIR_HOME}" && python3 setup.py install
+cd "${PYXIR_HOME}" && "${TVM_VENV}/bin/python3" setup.py install
diff --git a/docker/install/ubuntu_install_zephyr.sh b/docker/install/ubuntu_install_zephyr.sh
index 1237f91a41..5dcf148803 100755
--- a/docker/install/ubuntu_install_zephyr.sh
+++ b/docker/install/ubuntu_install_zephyr.sh
@@ -42,7 +42,14 @@ sudo apt-get update
 
 sudo apt-get install -y cmake
 
-pip3 install west
+python3 -mvenv /venv/west
+. /venv/west/bin/activate
+pip3 install -U pip
+# TODO: is setuptools-scm needed?
+pip3 install \
+     setuptools-scm \
+     west
+ln -s /venv/west/bin/west /usr/local/bin/
 
 # Init ZephyrProject
 ZEPHYR_PROJECT_PATH=/opt/zephyrproject