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Add python generator for UQ models #357

Add python generator for UQ models

Add python generator for UQ models #357

Workflow file for this run

name: CI
on:
# Triggers the workflow on pull request events only for the "develop" branch
pull_request:
branches: [ "develop" ]
workflow_dispatch:
jobs:
build-run-tests:
# The type of runner that the job will run on
runs-on: ubuntu-latest
container: ghcr.io/llnl/ams-ci-almalinux8:latest
# Steps represent a sequence of tasks that will be executed as part of the job
steps:
- uses: actions/checkout@v3
- name: Build Torch=On FAISS=On HDF5=On AMS
shell: bash -l {0}
run: |
module load gcc/11.2.1
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_TORCH_PATH=$(spack location -i py-torch)/lib/python3.10/site-packages/torch/share/cmake/Torch
export AMS_FAISS_PATH=$(spack location -i faiss)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
export AMS_HDF5_PATH=$(spack location -i hdf5)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_HDF5=On \
-DWITH_EXAMPLES=On \
-DAMS_HDF5_DIR=$AMS_HDF5_PATH \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DWITH_CUDA=Off \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=On \
-DWITH_MPI=On \
-DWITH_TORCH=On \
-DWITH_TESTS=On \
-DTorch_DIR=$AMS_TORCH_PATH \
-DFAISS_DIR=$AMS_FAISS_PATH \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=On \
$GITHUB_WORKSPACE
make
- name: Run tests Torch=On FAISS=On HDF5=On AMS
run: |
cd build
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
env CTEST_OUTPUT_ON_FAILURE=1 make test
- name: Build Torch=On FAISS=On HDF5=On MPI=Off AMS
shell: bash -l {0}
run: |
module load gcc/11.2.1
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_TORCH_PATH=$(spack location -i py-torch)/lib/python3.10/site-packages/torch/share/cmake/Torch
export AMS_FAISS_PATH=$(spack location -i faiss)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
export AMS_HDF5_PATH=$(spack location -i hdf5)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_HDF5=On \
-DWITH_EXAMPLES=On \
-DAMS_HDF5_DIR=$AMS_HDF5_PATH \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DWITH_CUDA=Off \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=On \
-DWITH_MPI=Off \
-DWITH_TORCH=On \
-DWITH_TESTS=On \
-DTorch_DIR=$AMS_TORCH_PATH \
-DFAISS_DIR=$AMS_FAISS_PATH \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=On \
$GITHUB_WORKSPACE
make
- name: Build CALIPER=Off Torch=Off FAISS=On HDF5=On AMS
shell: bash -l {0}
run: |
module load gcc/11.2.1
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_FAISS_PATH=$(spack location -i faiss)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
export AMS_HDF5_PATH=$(spack location -i hdf5)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=Off \
-DWITH_HDF5=On \
-DWITH_EXAMPLES=On \
-DAMS_HDF5_DIR=$AMS_HDF5_PATH \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DWITH_CUDA=Off \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=On \
-DWITH_MPI=On \
-DWITH_TORCH=Off \
-DWITH_TESTS=On \
-DFAISS_DIR=$AMS_FAISS_PATH \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
$GITHUB_WORKSPACE
make
- name: Build Torch=Off FAISS=On HDF5=On AMS
shell: bash -l {0}
run: |
module load gcc/11.2.1
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_FAISS_PATH=$(spack location -i faiss)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
export AMS_HDF5_PATH=$(spack location -i hdf5)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_HDF5=On \
-DWITH_EXAMPLES=On \
-DAMS_HDF5_DIR=$AMS_HDF5_PATH \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DWITH_CUDA=Off \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=On \
-DWITH_MPI=On \
-DWITH_TORCH=Off \
-DWITH_TESTS=On \
-DFAISS_DIR=$AMS_FAISS_PATH \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=On \
$GITHUB_WORKSPACE
make
- name: Run tests Torch=Off FAISS=On HDF5=On AMS
run: |
cd build
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
env CTEST_OUTPUT_ON_FAILURE=1 make test
- name: Build Torch=Off FAISS=Off HDF5=On AMS
shell: bash -l {0}
run: |
module load gcc/11.2.1
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
export AMS_HDF5_PATH=$(spack location -i hdf5)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_EXAMPLES=On \
-DAMS_HDF5_DIR=$AMS_HDF5_PATH \
-DWITH_HDF5=On \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DWITH_CUDA=Off \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=Off \
-DWITH_MPI=On \
-DWITH_TORCH=Off \
-DWITH_TESTS=On \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=On \
$GITHUB_WORKSPACE
make
- name: Run tests Torch=Off FAISS=Off HDF5=On AMS
run: |
cd build
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
make test
- name: Build Torch=Off FAISS=Off HDF5=Off AMS
shell: bash -l {0}
run: |
module load gcc/11.2.1
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_EXAMPLES=On \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DWITH_CUDA=Off \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=Off \
-DWITH_MPI=On \
-DWITH_TORCH=Off \
-DWITH_TESTS=On \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=Off \
$GITHUB_WORKSPACE
make
- name: Run tests Torch=Off FAISS=Off HDF5=Off AMS
run: |
cd build
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
make test
build-cuda-tests:
# The type of runner that the job will run on
runs-on: ubuntu-latest
container: ghcr.io/llnl/ams-ci-cuda11.6.1:latest
# Steps represent a sequence of tasks that will be executed as part of the job
steps:
- uses: actions/checkout@v3
- name: Build Torch=On FAISS=On HDF5=On AMS
shell: bash -l {0}
run: |
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_TORCH_PATH=$(spack location -i py-torch)/lib/python3.10/site-packages/torch/share/cmake/Torch
export AMS_FAISS_PATH=$(spack location -i faiss)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
export AMS_HDF5_PATH=$(spack location -i hdf5)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_HDF5=On \
-DWITH_EXAMPLES=On \
-DAMS_HDF5_DIR=$AMS_HDF5_PATH \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DCUDA_ARCH=70 \
-DWITH_CUDA=On \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=On \
-DWITH_MPI=On \
-DWITH_TORCH=On \
-DWITH_TESTS=On \
-DTorch_DIR=$AMS_TORCH_PATH \
-DFAISS_DIR=$AMS_FAISS_PATH \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=On \
$GITHUB_WORKSPACE
make
- name: Build Torch=Off FAISS=On HDF5=On AMS
shell: bash -l {0}
run: |
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_FAISS_PATH=$(spack location -i faiss)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
export AMS_HDF5_PATH=$(spack location -i hdf5)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_HDF5=On \
-DWITH_EXAMPLES=On \
-DAMS_HDF5_DIR=$AMS_HDF5_PATH \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DCUDA_ARCH=70 \
-DWITH_CUDA=On \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=On \
-DWITH_MPI=On \
-DWITH_TORCH=Off \
-DWITH_TESTS=On \
-DFAISS_DIR=$AMS_FAISS_PATH \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=On \
$GITHUB_WORKSPACE
make
- name: Build Torch=Off FAISS=Off HDF5=On AMS
shell: bash -l {0}
run: |
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
export AMS_HDF5_PATH=$(spack location -i hdf5)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_EXAMPLES=On \
-DAMS_HDF5_DIR=$AMS_HDF5_PATH \
-DWITH_HDF5=On \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DCUDA_ARCH=70 \
-DWITH_CUDA=On \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=Off \
-DWITH_MPI=On \
-DWITH_TORCH=Off \
-DWITH_TESTS=On \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=On \
$GITHUB_WORKSPACE
make
- name: Build Torch=Off FAISS=Off HDF5=Off AMS
shell: bash -l {0}
run: |
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_EXAMPLES=On \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DCUDA_ARCH=70 \
-DWITH_CUDA=On \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=Off \
-DWITH_MPI=On \
-DWITH_TORCH=Off \
-DWITH_TESTS=On \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=Off \
$GITHUB_WORKSPACE
make
build-rmq-tests:
# The type of runner that the job will run on
runs-on: ubuntu-latest
services:
rabbitmq:
image: rabbitmq:3.11
env:
RABBITMQ_DEFAULT_USER: ams
RABBITMQ_DEFAULT_PASS: ams
ports:
- 5672
container:
image: ghcr.io/llnl/ams-ci-almalinux8:latest
env:
RABBITMQ_USER: ams
RABBITMQ_PASS: ams
RABBITMQ_HOST: rabbitmq
RABBITMQ_PORT: 5672
steps:
- uses: actions/checkout@v4
- name: Build Torch=On FAISS=On RMQ=On AMS
shell: bash -l {0}
run: |
module load gcc/11.2.1
export SPACK_ROOT=/spack/
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
rm -rf build/
mkdir build
cd build
export AMS_MFEM_PATH=$(spack location -i mfem)
export AMS_TORCH_PATH=$(spack location -i py-torch)/lib/python3.10/site-packages/torch/share/cmake/Torch
export AMS_FAISS_PATH=$(spack location -i faiss)
export AMS_UMPIRE_PATH=$(spack location -i umpire)
export AMS_HDF5_PATH=$(spack location -i hdf5)
export AMS_AMQPCPP_PATH=$(spack location -i amqp-cpp)/cmake
cmake \
-DBUILD_SHARED_LIBS=On \
-DCMAKE_PREFIX_PATH=$INSTALL_DIR \
-DWITH_CALIPER=On \
-DWITH_HDF5=On \
-DWITH_EXAMPLES=On \
-DAMS_HDF5_DIR=$AMS_HDF5_PATH \
-DCMAKE_INSTALL_PREFIX=./install \
-DCMAKE_BUILD_TYPE=Release \
-DWITH_CUDA=Off \
-DUMPIRE_DIR=$AMS_UMPIRE_PATH \
-DMFEM_DIR=$AMS_MFEM_PATH \
-DWITH_FAISS=On \
-DWITH_MPI=On \
-DWITH_TORCH=On \
-DWITH_TESTS=On \
-DTorch_DIR=$AMS_TORCH_PATH \
-DFAISS_DIR=$AMS_FAISS_PATH \
-DWITH_AMS_DEBUG=On \
-DWITH_WORKFLOW=On \
-DWITH_ADIAK=Off \
-DWITH_RMQ=On \
-Damqpcpp_DIR=$AMS_AMQPCPP_PATH \
$GITHUB_WORKSPACE
make
- name: Run tests Torch=On FAISS=On RMQ=On AMSlib RabbitMQ egress
run: |
cd build
export SPACK_ROOT=/spack/
source /spack/share/spack/setup-env.sh
spack env activate -p /ams-spack-env
# We overwrite the rmq.json created by CMake
echo """{
\"db\": {
\"dbType\": \"rmq\",
\"rmq_config\": {
\"rabbitmq-name\": \"rabbit\",
\"rabbitmq-user\": \"${RABBITMQ_USER}\",
\"rabbitmq-password\": \"${RABBITMQ_PASS}\",
\"service-port\": ${RABBITMQ_PORT},
\"service-host\": \"${RABBITMQ_HOST}\",
\"rabbitmq-vhost\": \"/\",
\"rabbitmq-outbound-queue\": \"test-ci\",
\"rabbitmq-exchange\": \"ams-fanout\",
\"rabbitmq-routing-key\": \"training\"
},
\"update_surrogate\": false
},
\"ml_models\": {},
\"domain_models\": {}
}""" > $GITHUB_WORKSPACE/build/tests/AMSlib/rmq.json
make test
env:
RABBITMQ_USER: ams
RABBITMQ_PASS: ams
RABBITMQ_HOST: rabbitmq
RABBITMQ_PORT: 5672