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Add ETS model

Add ETS model #1331

Workflow file for this run

name: pytest
on:
pull_request:
push:
branches: [main]
paths:
- ".github/workflows/*"
- "pymc_experimental/**"
- "tests/**"
- "setup.py"
- "pyproject.toml"
- "buildosx"
- "conda-envs/**"
- "codecov.yml"
jobs:
ubuntu:
strategy:
matrix:
os: [ubuntu-latest]
python-version: ["3.10"]
test-subset:
- tests
fail-fast: false
runs-on: ${{ matrix.os }}
env:
TEST_SUBSET: ${{ matrix.test-subset }}
PYTENSOR_FLAGS: gcc__cxxflags='-march=native'
defaults:
run:
shell: bash -leo pipefail {0}
steps:
- uses: actions/checkout@v4
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: conda-envs/environment-test.yml
create-args: >-
python=${{matrix.python-version}}
environment-name: pymc-experimental-test
init-shell: bash
cache-environment: true
- name: Install pymc-experimental
run: |
pip install -e .
python --version
- name: Run tests
run: |
python -m pytest -vv --cov=pymc_experimental --cov-append --cov-report=xml --cov-report term --durations=50 $TEST_SUBSET
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v2
with:
env_vars: TEST_SUBSET
name: ${{ matrix.os }}
fail_ci_if_error: false
windows:
strategy:
matrix:
os: [windows-latest]
python-version: ["3.12"]
test-subset:
- tests
fail-fast: false
runs-on: ${{ matrix.os }}
env:
TEST_SUBSET: ${{ matrix.test-subset }}
PYTENSOR_FLAGS: gcc__cxxflags='-march=core2'
defaults:
run:
shell: cmd /C call {0}
steps:
- uses: actions/checkout@v4
- uses: mamba-org/setup-micromamba@v1
with:
environment-file: conda-envs/windows-environment-test.yml
create-args: >-
python=${{matrix.python-version}}
environment-name: pymc-experimental-test
init-shell: cmd.exe
cache-environment: true
- name: Install pymc-experimental
run: |
pip install -e .
python --version
- name: Run tests
# This job uses a cmd shell, therefore the environment variable syntax is different!
# The ">-" in the next line replaces newlines with spaces (see https://stackoverflow.com/a/66809682).
run: >-
python -m pytest -vv --cov=pymc_experimental --cov-append --cov-report=xml --cov-report term --durations=50 %TEST_SUBSET%
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v2
with:
env_vars: TEST_SUBSET
name: ${{ matrix.os }}
fail_ci_if_error: false