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Add closed-form posterior for Gamma-Exponential observation model #432

Add closed-form posterior for Gamma-Exponential observation model

Add closed-form posterior for Gamma-Exponential observation model #432

Workflow file for this run

name: Tests
on:
push:
branches:
- main
- checks
pull_request:
branches:
- main
# Cancels all previous workflow runs for pull requests that have not completed.
concurrency:
# The concurrency group contains the workflow name and the branch name for pull requests
# or the commit hash for any other events.
group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.head_ref || github.sha }}
cancel-in-progress: true
jobs:
changes:
name: "Check for changes"
runs-on: ubuntu-latest
outputs:
changes: ${{ steps.changes.outputs.src }}
steps:
- uses: actions/checkout@v3
with:
fetch-depth: 0
- uses: dorny/paths-filter@v2
id: changes
with:
filters: |
python: &python
- 'aemcmc/**/*.py'
- 'tests/**/*.py'
- 'aemcmc/**/*.pyx'
- 'tests/**/*.pyx'
- '*.py'
src:
- *python
- 'aemcmc/**/*.c'
- 'tests/**/*.c'
- 'aemcmc/**/*.h'
- 'tests/**/*.h'
- '.github/workflows/*.yml'
- 'setup.cfg'
- 'requirements.txt'
style:
name: Check code style
needs: changes
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: actions/setup-python@v4
with:
python-version: "3.9"
- uses: pre-commit/action@v3.0.0
test:
name: "Test py${{ matrix.python-version }}: ${{ matrix.part }}"
needs:
- changes
- style
runs-on: ubuntu-latest
if: ${{ needs.changes.outputs.changes == 'true' && needs.style.result == 'success' }}
strategy:
fail-fast: true
matrix:
python-version: ["3.8", "3.10"]
fast-compile: [0]
float32: [0]
part:
- "tests"
steps:
- uses: actions/checkout@v3
with:
fetch-depth: 0
- name: Set up Python ${{ matrix.python-version }}
uses: conda-incubator/setup-miniconda@v2
with:
miniforge-variant: Mambaforge
miniforge-version: latest
channels: conda-forge,defaults
channel-priority: true
python-version: ${{ matrix.python-version }}
- name: Create matrix id
id: matrix-id
env:
MATRIX_CONTEXT: ${{ toJson(matrix) }}
run: |
echo $MATRIX_CONTEXT
export MATRIX_ID=`echo $MATRIX_CONTEXT | md5sum | cut -c 1-32`
echo $MATRIX_ID
echo "::set-output name=id::$MATRIX_ID"
- name: Install dependencies
shell: bash -l {0}
run: |
mamba install --yes -q "python~=${PYTHON_VERSION}=*_cpython" mkl numpy scipy pip mkl-service
pip install -q -r requirements.txt
mamba list && pip freeze
python -c 'import aesara; print(aesara.config.__str__(print_doc=False))'
python -c 'import aesara; assert(aesara.config.blas__ldflags != "")'
env:
PYTHON_VERSION: ${{ matrix.python-version }}
- name: Run tests
shell: bash -l {0}
run: |
if [[ $FAST_COMPILE == "1" ]]; then export AESARA_FLAGS=$AESARA_FLAGS,mode=FAST_COMPILE; fi
if [[ $FLOAT32 == "1" ]]; then export AESARA_FLAGS=$AESARA_FLAGS,floatX=float32; fi
export AESARA_FLAGS=$AESARA_FLAGS,warn__ignore_bug_before=all,on_opt_error=raise,on_shape_error=raise,gcc__cxxflags=-pipe
python -m pytest -x -r A --verbose --cov=aemcmc/ --cov-report=xml:coverage/coverage-${MATRIX_ID}.xml --no-cov-on-fail $PART
env:
MATRIX_ID: ${{ steps.matrix-id.outputs.id }}
MKL_THREADING_LAYER: GNU
MKL_NUM_THREADS: 1
OMP_NUM_THREADS: 1
PART: ${{ matrix.part }}
FAST_COMPILE: ${{ matrix.fast-compile }}
FLOAT32: ${{ matrix.float32 }}
- name: Upload coverage file
uses: actions/upload-artifact@v2
with:
name: coverage
path: coverage/coverage-${{ steps.matrix-id.outputs.id }}.xml
all-checks:
if: ${{ always() }}
runs-on: ubuntu-latest
name: "All tests"
needs: [changes, style, test]
steps:
- name: Check build matrix status
if: ${{ needs.changes.outputs.changes == 'true' && (needs.style.result != 'success' || needs.test.result != 'success') }}
run: exit 1
upload-coverage:
runs-on: ubuntu-latest
name: "Upload coverage"
needs: [changes, all-checks]
if: ${{ needs.changes.outputs.changes == 'true' && needs.all-checks.result == 'success' }}
steps:
- uses: actions/checkout@v3
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.9
- name: Install dependencies
run: |
python -m pip install -U coverage>=5.1 coveralls
- name: Download coverage file
uses: actions/download-artifact@v2
with:
name: coverage
path: coverage
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v1
with:
directory: ./coverage/
fail_ci_if_error: true