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name: TileDB-SOMA Python CI (remote storage) | ||
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on: | ||
workflow_dispatch: | ||
# | ||
# Not for regular use: | ||
# TEMP | ||
pull_request: | ||
# | ||
# TODO: a nightly cron | ||
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env: | ||
# Don't name this "TILEDB_REST_TOKEN" since that will map into a core | ||
# env/config override, as if config key "rest.token" had been set. One of the | ||
# purposes of this CI is to run tests where all config is passed via context | ||
# arguments and none via environment variables, in order to flush out | ||
# callsites within the code which aren't passing context as they should. | ||
TILEDB_REST_UNITTEST_TOKEN: ${{ secrets.TILEDB_REST_UNITTEST_TOKEN}} | ||
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jobs: | ||
ci: | ||
strategy: | ||
fail-fast: false | ||
matrix: | ||
include: | ||
# This could be run on MacOS too, but, we have enough OS redundancy, | ||
# and MacOS-runner availability is a more tightly constrained resource | ||
# in GitHub Actions as of 2025-02-06. | ||
- name: linux | ||
os: ubuntu-24.04 | ||
# TODO: also on 3.12. But 3.9 is higher-pri, until we drop support | ||
# for it. (Note our main CI tests across a broader set of Python | ||
# versions.) | ||
python_version: 3.9 | ||
cc: gcc-13 | ||
cxx: g++-13 | ||
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runs-on: ${{ matrix.os }} | ||
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steps: | ||
- uses: actions/checkout@v4 | ||
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- name: Show matrix OS | ||
run: echo "matrix.os:" ${{ matrix.os }} | ||
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- name: Linux CPU info | ||
if: ${{ matrix.os == 'ubuntu-24.04' }} | ||
run: cat /proc/cpuinfo | ||
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- name: MacOS CPU info | ||
if: ${{ matrix.os == 'macOS-latest' }} | ||
run: sysctl -a | grep cpu | ||
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- name: Select XCode version | ||
if: startsWith(matrix.os, 'macos') | ||
uses: maxim-lobanov/setup-xcode@v1 | ||
with: | ||
xcode-version: '15.4' | ||
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- name: Set up Python ${{ matrix.python_version }} | ||
uses: actions/setup-python@v5 | ||
with: | ||
python-version: ${{ matrix.python_version }} | ||
cache: pip | ||
cache-dependency-path: ./apis/python/setup.py | ||
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- name: Show XCode version | ||
run: clang --version | ||
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- name: Check out TileDB-SOMA | ||
uses: actions/checkout@v4 | ||
with: | ||
fetch-depth: 0 # ensure we get all tags to inform package version determination | ||
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- name: Log pip dependencies | ||
run: pip list | ||
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- name: Install tiledbsoma | ||
# If you'reiterating on the testing framework itself, install from PyPI to avoid the | ||
# time-consuming build. If you're trying to evaluate the code modified by a PR, | ||
# install from source. | ||
# | ||
# From PyPI: | ||
# run: pip install tiledbsoma==1.15.7 | ||
# | ||
# From source: | ||
run: pip -v install -e apis/python[all] -C "--build-option=--no-tiledb-deprecated" | ||
# | ||
env: | ||
CC: ${{ matrix.cc }} | ||
CXX: ${{ matrix.cxx }} | ||
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- name: Install dependencies | ||
run: pip install --prefer-binary pytest typeguard tiledb.cloud | ||
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- name: Show package versions | ||
run: python scripts/show-versions.py | ||
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- name: Show tiledb.cloud version | ||
run: python -c 'import tiledb.cloud; print(tiledb.cloud.version.version)' | ||
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- name: Run pytests for Python | ||
shell: bash | ||
run: python -m pytest apis/python/remote_tests -v --durations=20 --maxfail=50 |
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This is a WIP. | ||
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These tests may be later moved into `apis/python/tests/remote`. | ||
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## TO DO | ||
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* File a task for allowing `.` in names at register | ||
* Info for provenance `.h5ad` | ||
* Script info for populating versions | ||
* Make small stack; provenance | ||
* Append mode: Monday/Tuesday is fine | ||
* UDFs: | ||
* remote obs schema | ||
* collection-mapper test | ||
* Show, upgrade, resize | ||
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# Maybe | ||
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* any direct-to-s3 tests? | ||
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# Test-data setup | ||
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``` | ||
export TILEDB_REST_TOKEN="..." # Get the token for the Saas `unittest` user | ||
export TILEDB_REST_PAYER_NAMESPACE=unittest | ||
``` | ||
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Source data you can find in the sandbox account `unittest` space: | ||
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``` | ||
s3://tiledb-unittest/soma-prod-test-data/h5ad/pbmc3k_unprocessed.h5ad | ||
s3://tiledb-unittest/soma-prod-test-data/h5ad/pbmc3k_processed.h5ad | ||
``` | ||
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In a | ||
Then use `tiledbsoma.io.from_h5ad` with the following sources and data: | ||
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``` | ||
ingestor.py tiledb://unittest/s3://tiledb-unittest/soma-prod-test-data/1.15.7/pbmc3k_unprocessed_1.15.7 /var/s/a/pbmc3k_unprocessed.h5ad | ||
ubuntu@segge[prod][][u]$ aws s3 cp ./pbmc3k_unprocessed_1_12.3 s3://tiledb-unittest/soma-prod-test-data/1.12.3/pbmc3k_unprocessed_1_12.3 | ||
ubuntu@segge[prod][][u]$ aws s3 sync --delete ./pbmc3k_unprocessed_1.12.3 s3://tiledb-unittest/soma-prod-test-data/1.12.3/pbmc3k_unprocessed_1.12.3 | ||
drwxr-xr-x 6 ubuntu ubuntu 4096 Feb 6 18:14 pbmc3k_unprocessed_1.7.3 | ||
drwxr-xr-x 6 ubuntu ubuntu 4096 Feb 6 18:14 pbmc3k_unprocessed_1.12.3 | ||
drwxr-xr-x 6 ubuntu ubuntu 4096 Feb 6 18:12 pbmc3k_unprocessed_1.14.5 | ||
drwxr-xr-x 6 ubuntu ubuntu 4096 Feb 6 18:12 pbmc3k_unprocessed_1.15.0 | ||
drwxr-xr-x 6 ubuntu ubuntu 4096 Feb 6 18:13 pbmc3k_unprocessed_1.15.7 | ||
registrations: | ||
s3://tiledb-unittest/soma-prod-test-data/1.7.3/pbmc3k_unprocessed_1.7.3 | ||
s3://tiledb-unittest/soma-prod-test-data/1.12.3/pbmc3k_unprocessed_1.12.3 | ||
s3://tiledb-unittest/soma-prod-test-data/1.14.5/pbmc3k_unprocessed_1.14.5 | ||
s3://tiledb-unittest/soma-prod-test-data/1.15.0/pbmc3k_unprocessed_1.15.0 | ||
s3://tiledb-unittest/soma-prod-test-data/1.15.7/pbmc3k_unprocessed_1.15.7 | ||
s3://tiledb-unittest/soma-prod-test-data/h5ad/pbmc3k_unprocessed.h5ad | ||
s3://tiledb-unittest/soma-prod-test-data/h5ad/pbmc3k_processed.h5ad | ||
``` |
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from typeguard import install_import_hook | ||
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install_import_hook("tiledbsoma") |
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import os | ||
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import pytest | ||
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import tiledbsoma | ||
import tiledb.cloud | ||
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@pytest.fixture | ||
def conftest_token(): | ||
env_name = "TILEDB_REST_UNITTEST_TOKEN" | ||
token = os.getenv(env_name) | ||
if token is None: | ||
raise Exception(f'Environment variable "{env_name}" is not set') | ||
return token | ||
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@pytest.fixture | ||
def conftest_tiledb_cloud_login(conftest_token): | ||
print("conftest_tiledb_cloud_login") | ||
tiledb.cloud.login(token=conftest_token) | ||
return None | ||
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@pytest.fixture | ||
def conftest_user_profile(conftest_tiledb_cloud_login): | ||
return tiledb.cloud.user_profile() | ||
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@pytest.fixture | ||
def conftest_namespace(conftest_user_profile): | ||
return conftest_user_profile.username | ||
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@pytest.fixture | ||
def conftest_default_s3_path(conftest_user_profile): | ||
return conftest_user_profile.default_s3_path | ||
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@pytest.fixture | ||
def conftest_context(conftest_token, conftest_namespace): | ||
return tiledbsoma.SOMATileDBContext( | ||
tiledb_config={ | ||
"rest.token": conftest_token, | ||
"rest.payer_namespace": conftest_namespace, | ||
} | ||
) |
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