diff --git a/docs/source/asking_questions.rst b/docs/source/asking_questions.rst index 129cf59d9..7ca817221 100644 --- a/docs/source/asking_questions.rst +++ b/docs/source/asking_questions.rst @@ -89,6 +89,8 @@ Options: times - If ``raise_errors=False`` is provided with ``max_retries > 0`` and ``prevent_retries_when`` is set to a list of exception types, failed questions are retried except for those whose exception types are in the list +- The maximum number of threads that can be used to ask questions in parallel can be set via the ``max_workers`` + argument. This has no effect on the total number of questions that can be asked via ``Child.ask_multiple``. Asking a question within a service diff --git a/docs/source/inter_service_compatibility.rst b/docs/source/inter_service_compatibility.rst index 11cdd1bec..70cacc724 100644 --- a/docs/source/inter_service_compatibility.rst +++ b/docs/source/inter_service_compatibility.rst @@ -16,92 +16,94 @@ able to accept a question. - ``0`` = incompatible - ``1`` = compatible -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| | 0.51.0 | 0.50.1 | 0.50.0 | 0.49.2 | 0.49.1 | 0.49.0 | 0.48.0 | 0.47.2 | 0.47.1 | 0.47.0 | 0.46.3 | 0.46.2 | 0.46.1 | 0.46.0 | 0.45.0 | 0.44.0 | 0.43.7 | 0.43.6 | 0.43.5 | 0.43.4 | 0.43.3 | 0.43.2 | 0.43.1 | 0.43.0 | 0.42.1 | 0.42.0 | 0.41.1 | 0.41.0 | 0.40.2 | 0.40.1 | 0.40.0 | 0.39.0 | 0.38.1 | 0.38.0 | 0.37.0 | 0.36.0 | 0.35.0 | 0.34.1 | 0.34.0 | 0.33.0 | 0.32.0 | 0.31.0 | 0.30.0 | -+========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+ -| 0.51.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.50.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.50.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.49.2 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.49.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.49.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.48.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.47.2 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.47.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.47.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.46.3 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.46.2 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.46.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.46.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.45.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.44.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.43.7 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.43.6 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.43.5 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.43.4 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.43.3 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.43.2 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.43.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.43.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.42.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.42.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.41.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.41.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.40.2 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.40.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.40.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.39.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.38.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.38.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.37.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.36.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.35.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.34.1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.34.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.33.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.32.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.31.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ -| 0.30.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | -+--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| | 0.52.0 | 0.51.0 | 0.50.1 | 0.50.0 | 0.49.2 | 0.49.1 | 0.49.0 | 0.48.0 | 0.47.2 | 0.47.1 | 0.47.0 | 0.46.3 | 0.46.2 | 0.46.1 | 0.46.0 | 0.45.0 | 0.44.0 | 0.43.7 | 0.43.6 | 0.43.5 | 0.43.4 | 0.43.3 | 0.43.2 | 0.43.1 | 0.43.0 | 0.42.1 | 0.42.0 | 0.41.1 | 0.41.0 | 0.40.2 | 0.40.1 | 0.40.0 | 0.39.0 | 0.38.1 | 0.38.0 | 0.37.0 | 0.36.0 | 0.35.0 | 0.34.1 | 0.34.0 | 0.33.0 | 0.32.0 | 0.31.0 | 0.30.0 | ++========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+==========+ +| 0.52.0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.51.0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.50.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.50.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.49.2 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.49.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.49.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.48.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.47.2 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.47.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.47.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.46.3 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.46.2 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.46.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.46.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.45.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.44.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.43.7 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.43.6 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.43.5 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.43.4 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.43.3 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.43.2 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.43.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.43.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.42.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.42.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.41.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.41.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.40.2 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.40.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.40.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.39.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.38.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.38.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.37.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.36.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.35.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.34.1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.34.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.33.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.32.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.31.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ +| 0.30.0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ++--------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+ diff --git a/octue/cloud/emulators/_pub_sub.py b/octue/cloud/emulators/_pub_sub.py index 2ae70833a..be9331164 100644 --- a/octue/cloud/emulators/_pub_sub.py +++ b/octue/cloud/emulators/_pub_sub.py @@ -388,37 +388,6 @@ def ask( return response_subscription, question_uuid -class MockMessagePuller: - """A mock message puller that enqueues messages in the message handler in the order they're provided on - initialisation. This is meant for patching - `octue.cloud.pub_sub.message_handler.OrderedMessageHandler._pull_and_enqueue_message` in tests. - - :param iter(octue.cloud.pub_sub.emulators._pub_sub.MockMessage) messages: - :param octue.cloud.pub_sub.message_handler.OrderedMessageHandler message_handler: - :return None: - """ - - def __init__(self, messages, message_handler): - self.messages = messages - self.message_handler = message_handler - self.current_message = 0 - - def pull(self, timeout): - """Get the next message from the messages given at instantiation and enqueue it for handling in the message - handler. - - :return None: - """ - try: - message = self.messages[self.current_message] - except IndexError: - return - - message_number = int(message.attributes["message_number"]) - self.message_handler.waiting_messages[message_number] = json.loads(message.data.decode()) - self.current_message += 1 - - class MockAnalysis: """A mock Analysis object with just the output strands. diff --git a/octue/cloud/emulators/child.py b/octue/cloud/emulators/child.py index 4e9f21e9b..71d59a61b 100644 --- a/octue/cloud/emulators/child.py +++ b/octue/cloud/emulators/child.py @@ -126,7 +126,6 @@ def ask( subscription, handle_monitor_message=handle_monitor_message, record_messages=record_messages, - service_name=self.id, timeout=timeout, ) diff --git a/octue/cloud/pub_sub/message_handler.py b/octue/cloud/pub_sub/message_handler.py index d4b2b4498..8385539d7 100644 --- a/octue/cloud/pub_sub/message_handler.py +++ b/octue/cloud/pub_sub/message_handler.py @@ -27,6 +27,10 @@ logger = logging.getLogger(__name__) +MAX_SIMULTANEOUS_MESSAGES_PULL = 50 +PARENT_SDK_VERSION = importlib.metadata.version("octue") + + class OrderedMessageHandler: """A handler for Google Pub/Sub messages received via a pull subscription that ensures messages are handled in the order they were sent. @@ -38,6 +42,7 @@ class OrderedMessageHandler: :param str service_name: an arbitrary name to refer to the service subscribed to by (used for labelling its remote log messages) :param dict|None message_handlers: a mapping of message type names to callables that handle each type of message. The handlers should not mutate the messages. :param dict|str schema: the JSON schema (or URI of one) to validate messages against + :param int|float skip_missing_messages_after: the number of seconds after which to skip any messages if they haven't arrived but subsequent messages have :return None: """ @@ -50,17 +55,17 @@ def __init__( service_name="REMOTE", message_handlers=None, schema=SERVICE_COMMUNICATION_SCHEMA, + skip_missing_messages_after=10, ): self.subscription = subscription self.receiving_service = receiving_service self.handle_monitor_message = handle_monitor_message self.record_messages = record_messages self.service_name = service_name + self.schema = schema - if isinstance(schema, str): - self.schema = {"$ref": schema} - else: - self.schema = schema + self.skip_missing_messages_after = skip_missing_messages_after + self._missing_message_detection_time = None self.question_uuid = self.subscription.path.split(".")[-1] self.handled_messages = [] @@ -72,7 +77,7 @@ def __init__( self._alive = True self._start_time = None self._previous_message_number = -1 - self._earliest_message_number_received = math.inf + self._earliest_waiting_message_number = math.inf self._message_handlers = message_handlers or { "delivery_acknowledgement": self._handle_delivery_acknowledgement, @@ -93,10 +98,22 @@ def total_run_time(self): :return float|None: the amount of time since `self.handle_messages` was called (in seconds) """ if self._start_time is None: - return + return None return time.perf_counter() - self._start_time + @property + def time_since_missing_message(self): + """Get the amount of time elapsed since the last missing message was detected. If no missing messages have been + detected or they've already been skipped past, `None` is returned. + + :return float|None: + """ + if self._missing_message_detection_time is None: + return None + + return time.perf_counter() - self._missing_message_detection_time + @property def _time_since_last_heartbeat(self): """Get the time period since the last heartbeat was received. @@ -108,13 +125,12 @@ def _time_since_last_heartbeat(self): return datetime.now() - self._last_heartbeat - def handle_messages(self, timeout=60, maximum_heartbeat_interval=300, skip_first_messages_after=60): + def handle_messages(self, timeout=60, maximum_heartbeat_interval=300): """Pull messages and handle them in the order they were sent until a result is returned by a message handler, then return that result. :param float|None timeout: how long to wait for an answer before raising a `TimeoutError` :param int|float maximum_heartbeat_interval: the maximum amount of time (in seconds) allowed between child heartbeats before an error is raised - :param int|float skip_first_messages_after: the number of seconds after which to skip the first n messages if they haven't arrived but subsequent messages have :raise TimeoutError: if the timeout is exceeded before receiving the final message :return dict: the first result returned by a message handler """ @@ -134,8 +150,8 @@ def handle_messages(self, timeout=60, maximum_heartbeat_interval=300, skip_first while self._alive: pull_timeout = self._check_timeout_and_get_pull_timeout(timeout) - self._pull_and_enqueue_message(timeout=pull_timeout) - result = self._attempt_to_handle_queued_messages(skip_first_messages_after) + self._pull_and_enqueue_available_messages(timeout=pull_timeout) + result = self._attempt_to_handle_waiting_messages() if result is not None: return result @@ -186,9 +202,9 @@ def _check_timeout_and_get_pull_timeout(self, timeout): return timeout - total_run_time - def _pull_and_enqueue_message(self, timeout): - """Pull a message from the subscription and enqueue it in `self.waiting_messages`, raising a `TimeoutError` if - the timeout is exceeded before succeeding. + def _pull_and_enqueue_available_messages(self, timeout): + """Pull as many messages from the subscription as are available and enqueue them in `self.waiting_messages`, + raising a `TimeoutError` if the timeout is exceeded before succeeding. :param float|None timeout: how long to wait in seconds for the message before raising a `TimeoutError` :raise TimeoutError|concurrent.futures.TimeoutError: if the timeout is exceeded @@ -197,19 +213,17 @@ def _pull_and_enqueue_message(self, timeout): pull_start_time = time.perf_counter() attempt = 1 - while True: + while self._alive: logger.debug("Pulling messages from Google Pub/Sub: attempt %d.", attempt) pull_response = self._subscriber.pull( - request={"subscription": self.subscription.path, "max_messages": 1}, + request={"subscription": self.subscription.path, "max_messages": MAX_SIMULTANEOUS_MESSAGES_PULL}, retry=retry.Retry(), ) - try: - answer = pull_response.received_messages[0] + if len(pull_response.received_messages) > 0: break - - except IndexError: + else: logger.debug("Google Pub/Sub pull response timed out early.") attempt += 1 @@ -220,16 +234,35 @@ def _pull_and_enqueue_message(self, timeout): f"No message received from topic {self.subscription.topic.path!r} after {timeout} seconds.", ) - self._subscriber.acknowledge(request={"subscription": self.subscription.path, "ack_ids": [answer.ack_id]}) - logger.debug("%r received a message related to question %r.", self.receiving_service, self.question_uuid) + if not pull_response.received_messages: + return + + self._subscriber.acknowledge( + request={ + "subscription": self.subscription.path, + "ack_ids": [message.ack_id for message in pull_response.received_messages], + } + ) - event, attributes = extract_event_and_attributes_from_pub_sub(answer.message) + for message in pull_response.received_messages: + self._extract_and_enqueue_event(message) + + self._earliest_waiting_message_number = min(self.waiting_messages.keys()) + + def _extract_and_enqueue_event(self, message): + """Extract an event from the Pub/Sub message and add it to `self.waiting_messages`. + + :param dict message: + :return None: + """ + logger.debug("%r received a message related to question %r.", self.receiving_service, self.question_uuid) + event, attributes = extract_event_and_attributes_from_pub_sub(message.message) if not is_event_valid( event=event, attributes=attributes, receiving_service=self.receiving_service, - parent_sdk_version=importlib.metadata.version("octue"), + parent_sdk_version=PARENT_SDK_VERSION, child_sdk_version=attributes.get("version"), schema=self.schema, ): @@ -241,25 +274,31 @@ def _pull_and_enqueue_message(self, timeout): message_number = attributes["message_number"] self.waiting_messages[message_number] = event - self._earliest_message_number_received = min(self._earliest_message_number_received, message_number) - def _attempt_to_handle_queued_messages(self, skip_first_messages_after=60): - """Attempt to handle messages in the pulled message queue. If these messages aren't consecutive with the last - handled message (i.e. if messages have been received out of order and the next in-order message hasn't been - received yet), just return. After the given amount of time, if the first n messages haven't arrived but - subsequent ones have, skip to the earliest received message and continue from there. + def _attempt_to_handle_waiting_messages(self): + """Attempt to handle messages waiting in `self.waiting_messages`. If these messages aren't consecutive to the + last handled message (i.e. if messages have been received out of order and the next in-order message hasn't been + received yet), just return. After the missing message wait time has passed, if this set of missing messages + haven't arrived but subsequent ones have, skip to the earliest waiting message and continue from there. - :param int|float skip_first_messages_after: the number of seconds after which to skip the first n messages if they haven't arrived but subsequent messages have :return any|None: either a non-`None` result from a message handler or `None` if nothing was returned by the message handlers or if the next in-order message hasn't been received yet """ while self.waiting_messages: try: + # If the next consecutive message has been received: message = self.waiting_messages.pop(self._previous_message_number + 1) + # If the next consecutive message hasn't been received: except KeyError: + # Start the missing message timer if it isn't already running. + if self._missing_message_detection_time is None: + self._missing_message_detection_time = time.perf_counter() + + if self.time_since_missing_message > self.skip_missing_messages_after: + message = self._skip_to_earliest_waiting_message() - if self.total_run_time > skip_first_messages_after and self._previous_message_number == -1: - message = self._get_and_start_from_earliest_received_message(skip_first_messages_after) + # Declare there are no more missing messages. + self._missing_message_detection_time = None if not message: return @@ -272,28 +311,29 @@ def _attempt_to_handle_queued_messages(self, skip_first_messages_after=60): if result is not None: return result - def _get_and_start_from_earliest_received_message(self, skip_first_messages_after): - """Get the earliest received message from the waiting message queue and set the message handler up to start from - it instead of the first message sent by the child. + def _skip_to_earliest_waiting_message(self): + """Get the earliest waiting message and set the message handler up to continue from it. - :param int|float skip_first_messages_after: the number of seconds after which to skip the first n messages if they haven't arrived but subsequent messages have :return dict|None: """ try: - message = self.waiting_messages.pop(self._earliest_message_number_received) + message = self.waiting_messages.pop(self._earliest_waiting_message_number) except KeyError: return - self._previous_message_number = self._earliest_message_number_received - 1 + number_of_missing_messages = self._earliest_waiting_message_number - self._previous_message_number - 1 + + # Let the message handler know it can handle the next earliest message. + self._previous_message_number = self._earliest_waiting_message_number - 1 logger.warning( - "%r: The first %d messages for question %r weren't received after %ds - skipping to the " - "earliest received message (message number %d).", + "%r: %d consecutive messages missing for question %r after %ds - skipping to next earliest waiting message " + "(message %d).", self.receiving_service, - self._earliest_message_number_received, + number_of_missing_messages, self.question_uuid, - skip_first_messages_after, - self._earliest_message_number_received, + self.skip_missing_messages_after, + self._earliest_waiting_message_number, ) return message @@ -356,8 +396,7 @@ def _handle_log_message(self, message): text_colour=self._log_message_colours[0], ) - # Colour any analysis sections from children of the immediate child with the rest of the colour palette and - # colour the message from the furthest child white. + # Colour any analysis sections from children of the immediate child with the rest of the colour palette. subchild_analysis_sections = [section.strip("[") for section in re.split("] ", record.msg)] final_message = subchild_analysis_sections.pop(-1) diff --git a/octue/cloud/pub_sub/service.py b/octue/cloud/pub_sub/service.py index f7e6d1959..5f6c27f70 100644 --- a/octue/cloud/pub_sub/service.py +++ b/octue/cloud/pub_sub/service.py @@ -22,6 +22,7 @@ convert_service_id_to_pub_sub_form, create_sruid, get_default_sruid, + get_sruid_from_pub_sub_resource_name, raise_if_revision_not_registered, split_service_id, validate_sruid, @@ -34,6 +35,10 @@ logger = logging.getLogger(__name__) + +# A lock to ensure only one message can be sent at a time so that the message number is incremented correctly when +# messages are being sent on multiple threads (e.g. via the main thread and a periodic monitor message thread). This +# avoids 1) messages overwriting each other in the parent's message handler and 2) messages losing their order. send_message_lock = threading.Lock() DEFAULT_NAMESPACE = "default" @@ -371,7 +376,6 @@ def wait_for_answer( subscription, handle_monitor_message=None, record_messages=True, - service_name="REMOTE", timeout=60, maximum_heartbeat_interval=300, ): @@ -381,7 +385,6 @@ def wait_for_answer( :param octue.cloud.pub_sub.subscription.Subscription subscription: the subscription for the question's answer :param callable|None handle_monitor_message: a function to handle monitor messages (e.g. send them to an endpoint for plotting or displaying) - this function should take a single JSON-compatible python primitive as an argument (note that this could be an array or object) :param bool record_messages: if `True`, record messages received from the child in the `received_messages` attribute - :param str service_name: a name by which to refer to the child subscribed to (used for labelling its log messages if subscribed to) :param float|None timeout: how long in seconds to wait for an answer before raising a `TimeoutError` :param float|int delivery_acknowledgement_timeout: how long in seconds to wait for a delivery acknowledgement before aborting :param float|int maximum_heartbeat_interval: the maximum amount of time (in seconds) allowed between child heartbeats before an error is raised @@ -394,6 +397,8 @@ def wait_for_answer( f"its push endpoint at {subscription.push_endpoint!r}." ) + service_name = get_sruid_from_pub_sub_resource_name(subscription.name) + self._message_handler = OrderedMessageHandler( subscription=subscription, receiving_service=self, @@ -435,7 +440,8 @@ def send_exception(self, topic, question_uuid, timeout=30): ) def _send_message(self, message, topic, attributes=None, timeout=30): - """Send a JSON-serialised message to the given topic with optional message attributes. + """Send a JSON-serialised message to the given topic with optional message attributes and increment the + `messages_published` attribute of the topic by one. This method is thread-safe. :param dict message: JSON-serialisable data to send as a message :param octue.cloud.pub_sub.topic.Topic topic: the Pub/Sub topic to send the message to diff --git a/octue/cloud/service_id.py b/octue/cloud/service_id.py index 92e581388..fa2e021a8 100644 --- a/octue/cloud/service_id.py +++ b/octue/cloud/service_id.py @@ -35,7 +35,7 @@ def get_sruid_parts(service_configuration): service_name = os.environ.get("OCTUE_SERVICE_NAME") service_revision_tag = os.environ.get("OCTUE_SERVICE_REVISION_TAG") - if service_namespace: + if service_namespace and service_namespace != service_configuration.namespace: logger.warning( "The namespace in the service configuration %r has been overridden by the `OCTUE_SERVICE_NAMESPACE` " "environment variable %r.", @@ -45,7 +45,7 @@ def get_sruid_parts(service_configuration): else: service_namespace = service_configuration.namespace - if service_name: + if service_name and service_name != service_configuration.name: logger.warning( "The name in the service configuration %r has been overridden by the `OCTUE_SERVICE_NAME` environment " "variable %r.", @@ -209,6 +209,17 @@ def convert_service_id_to_pub_sub_form(service_id): return service_id +def get_sruid_from_pub_sub_resource_name(name): + """Get the SRUID from a Google Pub/Sub topic or subscription name. Note that any hyphens in the revision tag will + be replaced with periods. + + :param str name: the name of the topic or subscription + :return str: the SRUID of the service revision the topic or subscription is related to + """ + _, _, namespace, name, revision_tag, *_ = name.split(".") + return f"{namespace}/{name}:{revision_tag.replace('-', '.')}" + + def split_service_id(service_id, require_revision_tag=False): """Split an SRUID or service ID into its namespace, name, and, if present, its revision tag. The split parts are validated before being returned. diff --git a/octue/cloud/validation.py b/octue/cloud/validation.py index 35677a2fe..98137651e 100644 --- a/octue/cloud/validation.py +++ b/octue/cloud/validation.py @@ -8,9 +8,14 @@ logger = logging.getLogger(__name__) -SERVICE_COMMUNICATION_SCHEMA = "https://jsonschema.registry.octue.com/octue/service-communication/0.8.2.json" +SERVICE_COMMUNICATION_SCHEMA = {"$ref": "https://jsonschema.registry.octue.com/octue/service-communication/0.8.2.json"} SERVICE_COMMUNICATION_SCHEMA_INFO_URL = "https://strands.octue.com/octue/service-communication" -SERVICE_COMMUNICATION_SCHEMA_VERSION = os.path.splitext(SERVICE_COMMUNICATION_SCHEMA)[0].split("/")[-1] +SERVICE_COMMUNICATION_SCHEMA_VERSION = os.path.splitext(SERVICE_COMMUNICATION_SCHEMA["$ref"])[0].split("/")[-1] + +# Instantiate a JSON schema validator to cache the service communication schema. This avoids getting it from the +# registry every time a message is validated against it. +jsonschema.Draft202012Validator.check_schema(SERVICE_COMMUNICATION_SCHEMA) +jsonschema_validator = jsonschema.Draft202012Validator(SERVICE_COMMUNICATION_SCHEMA) def is_event_valid(event, attributes, receiving_service, parent_sdk_version, child_sdk_version, schema=None): @@ -58,11 +63,20 @@ def raise_if_event_is_invalid( :raise jsonschema.ValidationError: if the event or its attributes are invalid :return None: """ + data = {"event": event, "attributes": dict(attributes)} + if schema is None: - schema = {"$ref": SERVICE_COMMUNICATION_SCHEMA} + schema = SERVICE_COMMUNICATION_SCHEMA try: - jsonschema.validate({"event": event, "attributes": dict(attributes)}, schema) + # If the schema is the official service communication schema, use the cached validator. + if schema == SERVICE_COMMUNICATION_SCHEMA: + jsonschema_validator.validate(data) + + # Otherwise, use uncached validation. + else: + jsonschema.validate(data, schema) + except jsonschema.ValidationError as error: warn_if_incompatible(parent_sdk_version=parent_sdk_version, child_sdk_version=child_sdk_version) diff --git a/octue/log_handlers.py b/octue/log_handlers.py index 5fce97d55..2e5be01f9 100644 --- a/octue/log_handlers.py +++ b/octue/log_handlers.py @@ -196,7 +196,7 @@ def get_log_record_attributes_for_environment(): :return list: """ if os.environ.get("COMPUTE_PROVIDER", "UNKNOWN") in GOOGLE_COMPUTE_PROVIDERS: - return LOG_RECORD_ATTRIBUTES_WITH_TIMESTAMP[1:] + return LOG_RECORD_ATTRIBUTES_WITHOUT_TIMESTAMP return LOG_RECORD_ATTRIBUTES_WITH_TIMESTAMP diff --git a/octue/metadata/recorded_questions.jsonl b/octue/metadata/recorded_questions.jsonl index 964913905..e0378d339 100644 --- a/octue/metadata/recorded_questions.jsonl +++ b/octue/metadata/recorded_questions.jsonl @@ -39,3 +39,6 @@ {"parent_sdk_version": "0.49.1", "question": {"data": "{\"input_values\": {\"height\": 4, \"width\": 72}, \"input_manifest\": {\"id\": \"34216d6d-e32e-4c40-8b05-ee9bd71966c9\", \"name\": null, \"datasets\": {\"my_dataset\": \"/var/folders/sk/hf5fbp616c77tsys9lz55qn40000gp/T/tmppi1e5t2n\"}}, \"children\": null, \"message_number\": 0}", "attributes": {"question_uuid": "3b1224da-8e7f-4b1b-8ef3-c5cf1a5e698c", "forward_logs": "1", "allow_save_diagnostics_data_on_crash": "1", "octue_sdk_version": "0.49.1"}}} {"parent_sdk_version": "0.49.2", "question": {"data": "{\"input_values\": {\"height\": 4, \"width\": 72}, \"input_manifest\": {\"id\": \"bdadcd12-a51b-4571-9db3-9d240bd15faa\", \"name\": null, \"datasets\": {\"my_dataset\": \"/var/folders/sk/hf5fbp616c77tsys9lz55qn40000gp/T/tmpw3232ii0\"}}, \"children\": null, \"message_number\": 0}", "attributes": {"question_uuid": "0b57da2c-38e2-4f8b-9368-fe35125da8fb", "forward_logs": "1", "allow_save_diagnostics_data_on_crash": "1", "octue_sdk_version": "0.49.2"}}} {"parent_sdk_version": "0.50.0", "question": {"data": "{\"input_values\": {\"height\": 4, \"width\": 72}, \"input_manifest\": {\"id\": \"2d618d16-2a2b-437b-8db7-d5139e1645f2\", \"name\": null, \"datasets\": {\"my_dataset\": \"/var/folders/sk/hf5fbp616c77tsys9lz55qn40000gp/T/tmpr7jpj4sp\"}}, \"children\": null, \"message_number\": 0}", "attributes": {"question_uuid": "7bc572dc-ab8b-4aed-a132-b0b509caceb3", "forward_logs": "1", "allow_save_diagnostics_data_on_crash": "1", "octue_sdk_version": "0.50.0"}}} +{"parent_sdk_version": "0.50.1", "question": {"data": "{\"input_values\": {\"height\": 4, \"width\": 72}, \"input_manifest\": {\"id\": \"64fd48b8-8c81-4c7b-9cd3-466b8e612b60\", \"name\": null, \"datasets\": {\"my_dataset\": \"/var/folders/sk/hf5fbp616c77tsys9lz55qn40000gp/T/tmpya5m1ib5\"}}, \"children\": null, \"message_number\": 0}", "attributes": {"question_uuid": "d54e9568-c88f-4233-a217-636bf3a77f74", "forward_logs": "1", "allow_save_diagnostics_data_on_crash": "1", "octue_sdk_version": "0.50.1"}}} +{"parent_sdk_version": "0.51.0", "question": {"data": "{\"kind\": \"question\", \"input_values\": {\"height\": 4, \"width\": 72}, \"input_manifest\": {\"id\": \"3bf3b178-3cf1-49aa-a1d9-89cd8ec05b1a\", \"name\": null, \"datasets\": {\"my_dataset\": \"/var/folders/sk/hf5fbp616c77tsys9lz55qn40000gp/T/tmppu85nw5c\"}}}", "attributes": {"question_uuid": "6f7f6e1c-7632-4b4d-b91d-6f58dcb43c40", "sender_type": "PARENT", "forward_logs": "1", "save_diagnostics": "SAVE_DIAGNOSTICS_ON_CRASH", "version": "0.51.0", "message_number": "0"}}} +{"parent_sdk_version": "0.52.0", "question": {"data": "{\"kind\": \"question\", \"input_values\": {\"height\": 4, \"width\": 72}, \"input_manifest\": {\"id\": \"6be875b3-33d8-4b00-b7ea-553f8f69bce5\", \"name\": null, \"datasets\": {\"my_dataset\": \"/var/folders/sk/hf5fbp616c77tsys9lz55qn40000gp/T/tmphypwu9uh\"}}}", "attributes": {"question_uuid": "cd0a78be-fda2-4730-bdba-ba6b04e4787f", "sender_type": "PARENT", "forward_logs": "1", "save_diagnostics": "SAVE_DIAGNOSTICS_ON_CRASH", "version": "0.52.0", "message_number": "0"}}} diff --git a/octue/metadata/version_compatibilities.json b/octue/metadata/version_compatibilities.json index 302109633..bc36afd3e 100644 --- a/octue/metadata/version_compatibilities.json +++ b/octue/metadata/version_compatibilities.json @@ -42,7 +42,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.34.1": { "0.40.1": true, @@ -87,7 +88,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.34.0": { "0.40.1": true, @@ -132,7 +134,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.33.0": { "0.40.1": true, @@ -177,7 +180,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.32.0": { "0.40.1": true, @@ -222,7 +226,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.31.0": { "0.40.1": true, @@ -267,7 +272,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.30.0": { "0.40.1": true, @@ -312,7 +318,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.36.0": { "0.40.1": true, @@ -357,7 +364,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.37.0": { "0.40.1": true, @@ -402,7 +410,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.38.0": { "0.40.1": true, @@ -447,7 +456,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.38.1": { "0.40.1": true, @@ -492,7 +502,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.39.0": { "0.40.1": true, @@ -537,7 +548,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.40.0": { "0.40.1": true, @@ -582,7 +594,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.40.1": { "0.40.1": true, @@ -627,7 +640,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.40.2": { "0.41.0": true, @@ -672,7 +686,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.41.0": { "0.41.0": true, @@ -717,7 +732,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.41.1": { "0.41.1": true, @@ -762,7 +778,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.42.0": { "0.42.0": true, @@ -807,7 +824,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.42.1": { "0.43.2": true, @@ -852,7 +870,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.43.0": { "0.43.2": true, @@ -897,7 +916,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.43.1": { "0.43.2": true, @@ -942,7 +962,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.43.2": { "0.43.2": true, @@ -987,7 +1008,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.43.3": { "0.43.3": true, @@ -1032,7 +1054,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.43.4": { "0.43.4": true, @@ -1077,7 +1100,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.43.5": { "0.43.5": true, @@ -1122,7 +1146,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.43.6": { "0.43.6": true, @@ -1167,7 +1192,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.43.7": { "0.43.7": true, @@ -1212,7 +1238,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.44.0": { "0.44.0": true, @@ -1257,7 +1284,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.45.0": { "0.45.0": true, @@ -1302,7 +1330,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.46.0": { "0.46.0": true, @@ -1347,7 +1376,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.46.1": { "0.46.1": true, @@ -1392,7 +1422,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.46.2": { "0.46.2": true, @@ -1437,7 +1468,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.46.3": { "0.46.3": true, @@ -1482,7 +1514,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.47.0": { "0.47.0": true, @@ -1527,7 +1560,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.47.1": { "0.47.1": true, @@ -1572,7 +1606,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.47.2": { "0.47.2": true, @@ -1617,7 +1652,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.48.0": { "0.48.0": true, @@ -1662,7 +1698,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.49.0": { "0.49.1": true, @@ -1707,7 +1744,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.49.1": { "0.49.1": true, @@ -1752,7 +1790,8 @@ "0.49.2": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.49.2": { "0.49.2": true, @@ -1797,7 +1836,8 @@ "0.30.0": true, "0.50.0": true, "0.50.1": true, - "0.51.0": false + "0.51.0": false, + "0.52.0": false }, "0.50.0": { "0.50.0": true, @@ -1842,7 +1882,8 @@ "0.33.0": true, "0.32.0": true, "0.31.0": true, - "0.30.0": true + "0.30.0": true, + "0.52.0": false }, "0.50.1": { "0.51.0": false, @@ -1887,7 +1928,8 @@ "0.33.0": true, "0.32.0": true, "0.31.0": true, - "0.30.0": true + "0.30.0": true, + "0.52.0": false }, "0.51.0": { "0.51.0": true, @@ -1932,6 +1974,53 @@ "0.33.0": false, "0.32.0": false, "0.31.0": false, - "0.30.0": false + "0.30.0": false, + "0.52.0": true + }, + "0.52.0": { + "0.51.0": true, + "0.50.1": false, + "0.50.0": false, + "0.49.2": false, + "0.49.1": false, + "0.49.0": false, + "0.48.0": false, + "0.47.2": false, + "0.47.1": false, + "0.47.0": false, + "0.46.3": false, + "0.46.2": false, + "0.46.1": false, + "0.46.0": false, + "0.45.0": false, + "0.44.0": false, + "0.43.7": false, + "0.43.6": false, + "0.43.5": false, + "0.43.4": false, + "0.43.3": false, + "0.43.2": false, + "0.43.1": false, + "0.43.0": false, + "0.42.1": false, + "0.42.0": false, + "0.41.1": false, + "0.41.0": false, + "0.40.2": false, + "0.40.1": false, + "0.40.0": false, + "0.39.0": false, + "0.38.1": false, + "0.38.0": false, + "0.37.0": false, + "0.36.0": false, + "0.35.0": false, + "0.34.1": false, + "0.34.0": false, + "0.33.0": false, + "0.32.0": false, + "0.31.0": false, + "0.30.0": false, + "0.52.0": true } } diff --git a/octue/resources/child.py b/octue/resources/child.py index d28c6308a..7ac6ec839 100644 --- a/octue/resources/child.py +++ b/octue/resources/child.py @@ -1,6 +1,7 @@ import concurrent.futures import copy import logging +import os from octue.cloud.pub_sub.service import Service from octue.resources import service_backends @@ -99,12 +100,11 @@ def ask( subscription=subscription, handle_monitor_message=handle_monitor_message, record_messages=record_messages, - service_name=self.id, timeout=timeout, maximum_heartbeat_interval=maximum_heartbeat_interval, ) - def ask_multiple(self, *questions, raise_errors=True, max_retries=0, prevent_retries_when=None): + def ask_multiple(self, *questions, raise_errors=True, max_retries=0, prevent_retries_when=None, max_workers=None): """Ask the child multiple questions in parallel and wait for the answers. Each question should be provided as a dictionary of `Child.ask` keyword arguments. If `raise_errors` is `True`, an error is raised and no answers are returned if any of the individual questions raise an error; if it's `False`, answers are returned for all @@ -114,14 +114,16 @@ def ask_multiple(self, *questions, raise_errors=True, max_retries=0, prevent_ret :param bool raise_errors: if `True`, an error is raised and no answers are returned if any of the individual questions raise an error; if `False`, answers are returned for all successful questions while errors are returned unraised for any failed ones :param int max_retries: retry any questions that failed up to this number of times (note: this will have no effect unless `raise_errors=False`) :param list(type)|None prevent_retries_when: prevent retrying any questions that fail with an exception type in this list (note: this will have no effect unless `raise_errors=False`) - :raises Exception: if any question raises an error if `raise_errors` is `True` + :param int|None max_workers: the maximum number of questions that can be asked at once; defaults to `min(32, os.cpu_count() + 4, len(questions))` (see `concurrent.futures.ThreadPoolExecutor`) + :raise ValueError: if the maximum number of parallel questions is set too high + :raise Exception: if any question raises an error if `raise_errors` is `True` :return list: the answers or caught errors of the questions in the same order as asked """ prevent_retries_when = prevent_retries_when or [] # Answers will come out of order, so use a dictionary to store them against their questions' original index. answers = {} - max_workers = min(32, len(questions)) + max_workers = max_workers or min(32, os.cpu_count() + 4, len(questions)) logger.info("Asking %d questions.", len(questions)) with concurrent.futures.ThreadPoolExecutor(max_workers=max_workers) as executor: @@ -152,6 +154,7 @@ def ask_multiple(self, *questions, raise_errors=True, max_retries=0, prevent_ret if not failed_questions: break + logger.info("%d questions failed - retrying.", len(failed_questions)) retried_answers = self.ask_multiple(*failed_questions.values(), raise_errors=False) for question_index, answer in zip(failed_questions.keys(), retried_answers): diff --git a/octue/resources/manifest.py b/octue/resources/manifest.py index 883130ba9..2fc246315 100644 --- a/octue/resources/manifest.py +++ b/octue/resources/manifest.py @@ -2,6 +2,7 @@ import copy import json import logging +import threading from octue.cloud import storage from octue.cloud.storage import GoogleCloudStorageClient @@ -12,6 +13,12 @@ logger = logging.getLogger(__name__) +# A lock to ensure only one thread can use the `Manifest.update_dataset_paths` method at a time. This avoids a race +# condition where a manifest shared across multiple questions in e.g. `Child.ask_multiple` has its dataset paths +# updated by more than one thread simultaneously while attempting to convert them to signed URLs. This lock should +# perhaps be applied to all methods where mutations are made to the manifest instead of just this single method. +update_dataset_paths_lock = threading.Lock() + class Manifest(Serialisable, Identifiable, Hashable, Metadata): """A representation of a manifest, which can contain multiple datasets This is used to manage all files coming into @@ -60,17 +67,19 @@ def all_datasets_are_in_cloud(self): return all(dataset.all_files_are_in_cloud for dataset in self.datasets.values()) def update_dataset_paths(self, path_generator): - """Update the path of each dataset according to the given path generator function. + """Update the path of each dataset according to the given path generator function. This method is thread-safe. :param callable path_generator: a function taking a `Dataset` as its only argument and returning the new path of the dataset :return None: """ - for name, dataset in self.datasets.items(): - self.datasets[name].path = path_generator(dataset) + with update_dataset_paths_lock: + for name, dataset in self.datasets.items(): + self.datasets[name].path = path_generator(dataset) def use_signed_urls_for_datasets(self): """Generate signed URLs for any cloud datasets in the manifest and use these as their paths instead of regular - cloud paths. URLs will not be generated for any local datasets in the manifest. This method is idempotent. + cloud paths. URLs will not be generated for any local datasets or datasets whose paths are already URLs + (including those whose paths are already signed), making this method idempotent. :return None: """ diff --git a/poetry.lock b/poetry.lock index adc30a35e..3185461e7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. [[package]] name = "alabaster" @@ -34,13 +34,13 @@ limiter = ["cachecontrol[filecache] (>=0.12.6)", "lockfile (>=0.12.2)"] [[package]] name = "apeye-core" -version = "1.1.4" +version = "1.1.5" description = "Core (offline) functionality for the apeye library." optional = false python-versions = ">=3.6.1" files = [ - {file = "apeye_core-1.1.4-py3-none-any.whl", hash = "sha256:084bc696448d3ac428fece41c1f2eb08fa9d9ce1d1b2f4d43187e3def4528a60"}, - {file = "apeye_core-1.1.4.tar.gz", hash = "sha256:72bb89fed3baa647cb81aa28e1d851787edcbf9573853b5d2b5f87c02f50eaf5"}, + {file = "apeye_core-1.1.5-py3-none-any.whl", hash = "sha256:dc27a93f8c9e246b3b238c5ea51edf6115ab2618ef029b9f2d9a190ec8228fbf"}, + {file = "apeye_core-1.1.5.tar.gz", hash = "sha256:5de72ed3d00cc9b20fea55e54b7ab8f5ef8500eb33a5368bc162a5585e238a55"}, ] [package.dependencies] @@ -60,13 +60,13 @@ files = [ [[package]] name = "attrs" -version = "23.1.0" +version = "23.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" files = [ - {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"}, - {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"}, + {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"}, + {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"}, ] [package.dependencies] @@ -74,20 +74,21 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""} [package.extras] cov = ["attrs[tests]", "coverage[toml] (>=5.3)"] -dev = ["attrs[docs,tests]", "pre-commit"] +dev = ["attrs[tests]", "pre-commit"] docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"] tests = ["attrs[tests-no-zope]", "zope-interface"] -tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"] +tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"] [[package]] name = "autodocsumm" -version = "0.2.11" +version = "0.2.12" description = "Extended sphinx autodoc including automatic autosummaries" optional = false python-versions = ">=3.7" files = [ - {file = "autodocsumm-0.2.11-py3-none-any.whl", hash = "sha256:f1d0a623bf1ad64d979a9e23fd360d1fb1b8f869beaf3197f711552cddc174e2"}, - {file = "autodocsumm-0.2.11.tar.gz", hash = "sha256:183212bd9e9f3b58a96bb21b7958ee4e06224107aa45b2fd894b61b83581b9a9"}, + {file = "autodocsumm-0.2.12-py3-none-any.whl", hash = "sha256:b842b53c686c07a4f174721ca4e729b027367703dbf42e2508863a3c6d6c049c"}, + {file = "autodocsumm-0.2.12.tar.gz", hash = "sha256:848fe8c38df433c6635489499b969cb47cc389ed3d7b6e75c8ccbc94d4b3bf9e"}, ] [package.dependencies] @@ -95,18 +96,17 @@ Sphinx = ">=2.2,<8.0" [[package]] name = "babel" -version = "2.13.1" +version = "2.14.0" description = "Internationalization utilities" optional = false python-versions = ">=3.7" files = [ - {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"}, - {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"}, + {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"}, + {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"}, ] [package.dependencies] pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""} -setuptools = {version = "*", markers = "python_version >= \"3.12\""} [package.extras] dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"] @@ -141,19 +141,22 @@ tzdata = ["tzdata"] [[package]] name = "beautifulsoup4" -version = "4.12.2" +version = "4.12.3" description = "Screen-scraping library" optional = false python-versions = ">=3.6.0" files = [ - {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"}, - {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"}, + {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"}, + {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"}, ] [package.dependencies] soupsieve = ">1.2" [package.extras] +cchardet = ["cchardet"] +chardet = ["chardet"] +charset-normalizer = ["charset-normalizer"] html5lib = ["html5lib"] lxml = ["lxml"] @@ -206,22 +209,22 @@ uvloop = ["uvloop (>=0.15.2)"] [[package]] name = "cachecontrol" -version = "0.13.1" +version = "0.14.0" description = "httplib2 caching for requests" optional = false python-versions = ">=3.7" files = [ - {file = "cachecontrol-0.13.1-py3-none-any.whl", hash = "sha256:95dedbec849f46dda3137866dc28b9d133fc9af55f5b805ab1291833e4457aa4"}, - {file = "cachecontrol-0.13.1.tar.gz", hash = "sha256:f012366b79d2243a6118309ce73151bf52a38d4a5dac8ea57f09bd29087e506b"}, + {file = "cachecontrol-0.14.0-py3-none-any.whl", hash = "sha256:f5bf3f0620c38db2e5122c0726bdebb0d16869de966ea6a2befe92470b740ea0"}, + {file = "cachecontrol-0.14.0.tar.gz", hash = "sha256:7db1195b41c81f8274a7bbd97c956f44e8348265a1bc7641c37dfebc39f0c938"}, ] [package.dependencies] filelock = {version = ">=3.8.0", optional = true, markers = "extra == \"filecache\""} -msgpack = ">=0.5.2" +msgpack = ">=0.5.2,<2.0.0" requests = ">=2.16.0" [package.extras] -dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "mypy", "pytest", "pytest-cov", "sphinx", "tox", "types-redis", "types-requests"] +dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "furo", "mypy", "pytest", "pytest-cov", "sphinx", "sphinx-copybutton", "tox", "types-redis", "types-requests"] filecache = ["filelock (>=3.8.0)"] redis = ["redis (>=2.10.5)"] @@ -238,13 +241,13 @@ files = [ [[package]] name = "certifi" -version = "2023.7.22" +version = "2024.2.2" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"}, - {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"}, + {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"}, + {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"}, ] [[package]] @@ -500,13 +503,13 @@ langdetect = ["langdetect"] [[package]] name = "dict2css" -version = "0.3.0" +version = "0.3.0.post1" description = "A μ-library for constructing cascading style sheets from Python dictionaries." optional = false python-versions = ">=3.6" files = [ - {file = "dict2css-0.3.0-py3-none-any.whl", hash = "sha256:ef934ce73a225fdd5f811b484fe9e2dd768f7ef14a89fc8f4eb5672597131d00"}, - {file = "dict2css-0.3.0.tar.gz", hash = "sha256:1e8b1bf580dca2083198f88a60ec88c878a8829d760dfe45483ef80fe2905117"}, + {file = "dict2css-0.3.0.post1-py3-none-any.whl", hash = "sha256:f006a6b774c3e31869015122ae82c491fd25e7de4a75607a62aa3e798f837e0d"}, + {file = "dict2css-0.3.0.post1.tar.gz", hash = "sha256:89c544c21c4ca7472c3fffb9d37d3d926f606329afdb751dc1de67a411b70719"}, ] [package.dependencies] @@ -515,13 +518,13 @@ domdf-python-tools = ">=2.2.0" [[package]] name = "distlib" -version = "0.3.7" +version = "0.3.8" description = "Distribution utilities" optional = false python-versions = "*" files = [ - {file = "distlib-0.3.7-py2.py3-none-any.whl", hash = "sha256:2e24928bc811348f0feb63014e97aaae3037f2cf48712d51ae61df7fd6075057"}, - {file = "distlib-0.3.7.tar.gz", hash = "sha256:9dafe54b34a028eafd95039d5e5d4851a13734540f1331060d31c9916e7147a8"}, + {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"}, + {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"}, ] [[package]] @@ -537,13 +540,13 @@ files = [ [[package]] name = "domdf-python-tools" -version = "3.7.0" +version = "3.8.0.post2" description = "Helpful functions for Python 🐍 🛠️" optional = false python-versions = ">=3.6" files = [ - {file = "domdf_python_tools-3.7.0-py3-none-any.whl", hash = "sha256:7b4d1c3bdb7402b872d43953824bf921ae2e52f893adbe5c0052a21a6efa2fe4"}, - {file = "domdf_python_tools-3.7.0.tar.gz", hash = "sha256:df1af9a91649af0fb2a4e7b3a4b0a0936e4f78389dd7280dd6fd2f53a339ca71"}, + {file = 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"sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"}, ] [package.extras] @@ -659,25 +662,25 @@ google-crc32c = "1.3.0" [[package]] name = "google-api-core" -version = "2.14.0" +version = "2.16.2" description = "Google API client core library" optional = false python-versions = ">=3.7" files = [ - {file = "google-api-core-2.14.0.tar.gz", hash = "sha256:5368a4502b793d9bbf812a5912e13e4e69f9bd87f6efb508460c43f5bbd1ce41"}, - {file = "google_api_core-2.14.0-py3-none-any.whl", hash = "sha256:de2fb50ed34d47ddbb2bd2dcf680ee8fead46279f4ed6b16de362aca23a18952"}, + {file = "google-api-core-2.16.2.tar.gz", hash = "sha256:032d37b45d1d6bdaf68fb11ff621e2593263a239fa9246e2e94325f9c47876d2"}, + {file = "google_api_core-2.16.2-py3-none-any.whl", hash = "sha256:449ca0e3f14c179b4165b664256066c7861610f70b6ffe54bb01a04e9b466929"}, ] [package.dependencies] google-auth = ">=2.14.1,<3.0.dev0" googleapis-common-protos = ">=1.56.2,<2.0.dev0" grpcio = [ - {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""}, + {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, ] grpcio-status = [ - {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""}, + {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0" requests = ">=2.18.0,<3.0.0.dev0" @@ -689,13 +692,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"] [[package]] name = "google-auth" -version = "2.23.4" +version = "2.27.0" description = "Google Authentication Library" optional = false python-versions = ">=3.7" files = [ - {file = "google-auth-2.23.4.tar.gz", hash = "sha256:79905d6b1652187def79d491d6e23d0cbb3a21d3c7ba0dbaa9c8a01906b13ff3"}, - {file = "google_auth-2.23.4-py2.py3-none-any.whl", hash = "sha256:d4bbc92fe4b8bfd2f3e8d88e5ba7085935da208ee38a134fc280e7ce682a05f2"}, + {file = "google-auth-2.27.0.tar.gz", hash = "sha256:e863a56ccc2d8efa83df7a80272601e43487fa9a728a376205c86c26aaefa821"}, + {file = "google_auth-2.27.0-py2.py3-none-any.whl", hash = "sha256:8e4bad367015430ff253fe49d500fdc3396c1a434db5740828c728e45bcce245"}, ] [package.dependencies] @@ -712,31 +715,32 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"] [[package]] name = "google-cloud-core" -version = "2.3.3" +version = "2.4.1" description = "Google Cloud API client core library" optional = false python-versions = ">=3.7" files = [ - {file = "google-cloud-core-2.3.3.tar.gz", hash = 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MockMessagePuller, MockService, MockSubscriber, MockSubscription, @@ -19,84 +18,116 @@ from tests.base import BaseTestCase -mock_topic = MockTopic(name="my-org.my-service.1-0-0", project_name=TEST_PROJECT_NAME) -mock_subscription = MockSubscription(name="my-org.my-service.1-0-0", topic=mock_topic, project_name=TEST_PROJECT_NAME) -receiving_service = MockService( - service_id="my-org/my-service:1.0.0", backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME) -) +parent = MockService(service_id="my-org/my-service:1.0.0", backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + + +def create_mock_topic_and_subscription(): + """Create a question UUID, mock topic, and mock subscription. + + :return (str, octue.cloud.emulators._pub_sub.MockTopic, octue.cloud.emulators._pub_sub.MockSubscription): question UUID, topic, and subscription + """ + question_uuid = str(uuid.uuid4()) + topic = MockTopic(name="my-org.my-service.1-0-0", project_name=TEST_PROJECT_NAME) + + subscription = MockSubscription( + name=f"my-org.my-service.1-0-0.answers.{question_uuid}", + topic=topic, + project_name=TEST_PROJECT_NAME, + ) + + subscription.create() + return question_uuid, topic, subscription class TestOrderedMessageHandler(BaseTestCase): def test_timeout(self): """Test that a TimeoutError is raised if message handling takes longer than the given timeout.""" + question_uuid, _, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): message_handler = OrderedMessageHandler( subscription=mock_subscription, - receiving_service=receiving_service, + receiving_service=parent, message_handlers={"test": lambda message: None, "finish-test": lambda message: message}, schema={}, ) - with patch( - "octue.cloud.pub_sub.service.OrderedMessageHandler._pull_and_enqueue_message", - new=MockMessagePuller( - messages=[MockMessage(b"")], - message_handler=message_handler, - ).pull, - ): - with self.assertRaises(TimeoutError): - message_handler.handle_messages(timeout=0) + with self.assertRaises(TimeoutError): + message_handler.handle_messages(timeout=0) def test_in_order_messages_are_handled_in_order(self): """Test that messages received in order are handled in order.""" + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): message_handler = OrderedMessageHandler( subscription=mock_subscription, - receiving_service=receiving_service, + receiving_service=parent, message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, schema={}, ) + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + messages = [ - MockMessage.from_primitive({"kind": "test"}, attributes={"message_number": 0}), - MockMessage.from_primitive({"kind": "test"}, attributes={"message_number": 1}), - MockMessage.from_primitive({"kind": "test"}, attributes={"message_number": 2}), - MockMessage.from_primitive({"kind": "finish-test"}, attributes={"message_number": 3}), + {"event": {"kind": "test"}, "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}}, + {"event": {"kind": "test"}, "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}}, + {"event": {"kind": "test"}, "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}}, + {"event": {"kind": "finish-test"}, "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}}, ] - with patch( - "octue.cloud.pub_sub.service.OrderedMessageHandler._pull_and_enqueue_message", - new=MockMessagePuller(messages=messages, message_handler=message_handler).pull, - ): - result = message_handler.handle_messages() + for message in messages: + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) + result = message_handler.handle_messages() self.assertEqual(result, "This is the result.") - self.assertEqual(message_handler.handled_messages, [json.loads(message.data.decode()) for message in messages]) + + self.assertEqual( + message_handler.handled_messages, + [{"kind": "test"}, {"kind": "test"}, {"kind": "test"}, {"kind": "finish-test"}], + ) def test_out_of_order_messages_are_handled_in_order(self): """Test that messages received out of order are handled in order.""" + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): message_handler = OrderedMessageHandler( subscription=mock_subscription, - receiving_service=receiving_service, + receiving_service=parent, message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, schema={}, ) + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + messages = [ - MockMessage.from_primitive({"kind": "test", "order": 1}, attributes={"message_number": 1}), - MockMessage.from_primitive({"kind": "test", "order": 2}, attributes={"message_number": 2}), - MockMessage.from_primitive({"kind": "test", "order": 0}, attributes={"message_number": 0}), - MockMessage.from_primitive({"kind": "finish-test", "order": 3}, attributes={"message_number": 3}), + { + "event": {"kind": "test", "order": 1}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 2}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 0}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "finish-test", "order": 3}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, ] - with patch( - "octue.cloud.pub_sub.service.OrderedMessageHandler._pull_and_enqueue_message", - new=MockMessagePuller(messages=messages, message_handler=message_handler).pull, - ): - result = message_handler.handle_messages() + for message in messages: + mock_topic.messages_published = message["event"]["order"] + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) + + result = message_handler.handle_messages() self.assertEqual(result, "This is the result.") + self.assertEqual( message_handler.handled_messages, [ @@ -111,27 +142,42 @@ def test_out_of_order_messages_with_end_message_first_are_handled_in_order(self) """Test that messages received out of order and with the final message (the message that triggers a value to be returned) are handled in order. """ + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): message_handler = OrderedMessageHandler( subscription=mock_subscription, - receiving_service=receiving_service, + receiving_service=parent, message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, schema={}, ) - with patch( - "octue.cloud.pub_sub.service.OrderedMessageHandler._pull_and_enqueue_message", - new=MockMessagePuller( - messages=[ - MockMessage.from_primitive({"kind": "finish-test", "order": 3}, attributes={"message_number": 3}), - MockMessage.from_primitive({"kind": "test", "order": 1}, attributes={"message_number": 1}), - MockMessage.from_primitive({"kind": "test", "order": 2}, attributes={"message_number": 2}), - MockMessage.from_primitive({"kind": "test", "order": 0}, attributes={"message_number": 0}), - ], - message_handler=message_handler, - ).pull, - ): - result = message_handler.handle_messages() + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + + messages = [ + { + "event": {"kind": "finish-test", "order": 3}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 1}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 2}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 0}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + ] + + for message in messages: + mock_topic.messages_published = message["event"]["order"] + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) + + result = message_handler.handle_messages() self.assertEqual(result, "This is the result.") @@ -147,25 +193,37 @@ def test_out_of_order_messages_with_end_message_first_are_handled_in_order(self) def test_no_timeout(self): """Test that message handling works with no timeout.""" + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): message_handler = OrderedMessageHandler( subscription=mock_subscription, - receiving_service=receiving_service, + receiving_service=parent, message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, schema={}, ) + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + messages = [ - MockMessage.from_primitive({"kind": "test", "order": 0}, attributes={"message_number": 0}), - MockMessage.from_primitive({"kind": "test", "order": 1}, attributes={"message_number": 1}), - MockMessage.from_primitive({"kind": "finish-test", "order": 2}, attributes={"message_number": 2}), + { + "event": {"kind": "test", "order": 0}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 1}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "finish-test", "order": 2}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, ] - with patch( - "octue.cloud.pub_sub.service.OrderedMessageHandler._pull_and_enqueue_message", - new=MockMessagePuller(messages=messages, message_handler=message_handler).pull, - ): - result = message_handler.handle_messages(timeout=None) + for message in messages: + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) + + result = message_handler.handle_messages(timeout=None) self.assertEqual(result, "This is the result.") self.assertEqual( @@ -175,57 +233,49 @@ def test_no_timeout(self): def test_delivery_acknowledgement(self): """Test that a delivery acknowledgement message is handled correctly.""" + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): - message_handler = OrderedMessageHandler( - subscription=mock_subscription, - receiving_service=receiving_service, - ) + message_handler = OrderedMessageHandler(subscription=mock_subscription, receiving_service=parent) - with patch( - "octue.cloud.pub_sub.service.OrderedMessageHandler._pull_and_enqueue_message", - new=MockMessagePuller( - [ - MockMessage.from_primitive( - { - "kind": "delivery_acknowledgement", - "datetime": "2021-11-17 17:33:59.717428", - }, - attributes={"message_number": 0}, - ), - MockMessage.from_primitive( - {"kind": "result", "output_values": None, "output_manifest": None}, - attributes={"message_number": 1}, - ), - ], - message_handler=message_handler, - ).pull, - ): - result = message_handler.handle_messages() + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + messages = [ + { + "event": {"kind": "delivery_acknowledgement", "datetime": datetime.datetime.utcnow().isoformat()}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "result"}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + ] + + for message in messages: + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) + + result = message_handler.handle_messages() self.assertEqual(result, {"output_values": None, "output_manifest": None}) def test_error_raised_if_heartbeat_not_received_before_checked(self): """Test that an error is raised if a heartbeat isn't received before a heartbeat is first checked for.""" + question_uuid, _, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): - message_handler = OrderedMessageHandler( - subscription=mock_subscription, - receiving_service=receiving_service, - ) + message_handler = OrderedMessageHandler(subscription=mock_subscription, receiving_service=parent) - with patch("octue.cloud.pub_sub.message_handler.OrderedMessageHandler._pull_and_enqueue_message"): - with self.assertRaises(TimeoutError) as error: - message_handler.handle_messages(maximum_heartbeat_interval=0) + with self.assertRaises(TimeoutError) as error: + message_handler.handle_messages(maximum_heartbeat_interval=0) # Check that the timeout is due to a heartbeat not being received. self.assertIn("heartbeat", error.exception.args[0]) def test_error_raised_if_heartbeats_stop_being_received(self): """Test that an error is raised if heartbeats stop being received within the maximum interval.""" + question_uuid, _, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): - message_handler = OrderedMessageHandler( - subscription=mock_subscription, - receiving_service=receiving_service, - ) + message_handler = OrderedMessageHandler(subscription=mock_subscription, receiving_service=parent) message_handler._last_heartbeat = datetime.datetime.now() - datetime.timedelta(seconds=30) @@ -236,46 +286,44 @@ def test_error_raised_if_heartbeats_stop_being_received(self): def test_error_not_raised_if_heartbeat_has_been_received_in_maximum_allowed_interval(self): """Test that an error is not raised if a heartbeat has been received in the maximum allowed interval.""" + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): - message_handler = OrderedMessageHandler( - subscription=mock_subscription, - receiving_service=receiving_service, - ) + message_handler = OrderedMessageHandler(subscription=mock_subscription, receiving_service=parent) message_handler._last_heartbeat = datetime.datetime.now() + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + + messages = [ + { + "event": { + "kind": "delivery_acknowledgement", + "datetime": datetime.datetime.utcnow().isoformat(), + }, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "result"}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + ] + + for message in messages: + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) + with patch( - "octue.cloud.pub_sub.service.OrderedMessageHandler._pull_and_enqueue_message", - new=MockMessagePuller( - messages=[ - MockMessage.from_primitive( - { - "kind": "delivery_acknowledgement", - "datetime": "2021-11-17 17:33:59.717428", - }, - attributes={"message_number": 0}, - ), - MockMessage.from_primitive( - {"kind": "result", "output_values": None, "output_manifest": None}, - attributes={"message_number": 1}, - ), - ], - message_handler=message_handler, - ).pull, + "octue.cloud.pub_sub.message_handler.OrderedMessageHandler._time_since_last_heartbeat", + datetime.timedelta(seconds=0), ): - with patch( - "octue.cloud.pub_sub.message_handler.OrderedMessageHandler._time_since_last_heartbeat", - datetime.timedelta(seconds=0), - ): - message_handler.handle_messages(maximum_heartbeat_interval=0) + message_handler.handle_messages(maximum_heartbeat_interval=0) def test_time_since_last_heartbeat_is_none_if_no_heartbeat_received_yet(self): """Test that the time since the last heartbeat is `None` if no heartbeat has been received yet.""" + question_uuid, _, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): - message_handler = OrderedMessageHandler( - subscription=mock_subscription, - receiving_service=receiving_service, - ) + message_handler = OrderedMessageHandler(subscription=mock_subscription, receiving_service=parent) self.assertIsNone(message_handler._time_since_last_heartbeat) @@ -283,40 +331,61 @@ def test_total_run_time_is_none_if_handle_messages_has_not_been_called(self): """Test that the total run time for the message handler is `None` if the `handle_messages` method has not been called. """ - message_handler = OrderedMessageHandler( - subscription=mock_subscription, - receiving_service=receiving_service, - ) - + question_uuid, _, mock_subscription = create_mock_topic_and_subscription() + message_handler = OrderedMessageHandler(subscription=mock_subscription, receiving_service=parent) self.assertIsNone(message_handler.total_run_time) - def test_handler_can_skip_first_n_messages_if_missed(self): - """Test that the first n messages can be skipped if they aren't received after a given time period if subsequent - messages have been received. + def test_time_since_missing_message_is_none_if_no_unhandled_missing_messages(self): + """Test that the `OrderedMessageHandler.time_since_missing_message` property is `None` if there are no unhandled + missing messages. """ + question_uuid, _, mock_subscription = create_mock_topic_and_subscription() + message_handler = OrderedMessageHandler(subscription=mock_subscription, receiving_service=parent) + self.assertIsNone(message_handler.time_since_missing_message) + + def test_missing_messages_at_start_can_be_skipped(self): + """Test that missing messages at the start of the event stream can be skipped if they aren't received after a + given time period if subsequent messages have been received. + """ + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): message_handler = OrderedMessageHandler( subscription=mock_subscription, - receiving_service=receiving_service, + receiving_service=parent, message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, schema={}, + skip_missing_messages_after=0, ) # Simulate the first two messages not being received. - message_handler._earliest_message_number_received = 2 + mock_topic.messages_published = 2 + + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) messages = [ - MockMessage.from_primitive({"kind": "test", "order": 2}, attributes={"message_number": 2}), - MockMessage.from_primitive({"kind": "test", "order": 3}, attributes={"message_number": 3}), - MockMessage.from_primitive({"kind": "test", "order": 4}, attributes={"message_number": 4}), - MockMessage.from_primitive({"kind": "finish-test", "order": 5}, attributes={"message_number": 5}), + { + "event": {"kind": "test", "order": 2}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 3}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 4}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "finish-test", "order": 5}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, ] - with patch( - "octue.cloud.pub_sub.service.OrderedMessageHandler._pull_and_enqueue_message", - new=MockMessagePuller(messages=messages, message_handler=message_handler).pull, - ): - result = message_handler.handle_messages(skip_first_messages_after=0) + for message in messages: + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) + + result = message_handler.handle_messages() self.assertEqual(result, "This is the result.") self.assertEqual( @@ -329,45 +398,185 @@ def test_handler_can_skip_first_n_messages_if_missed(self): ], ) - def test_later_missing_messages_cannot_be_skipped(self): - """Test that missing messages that aren't in the first n messages cannot be skipped.""" + def test_missing_messages_in_middle_can_skipped(self): + """Test that missing messages in the middle of the event stream can be skipped.""" + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): message_handler = OrderedMessageHandler( subscription=mock_subscription, - receiving_service=receiving_service, + receiving_service=parent, message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, schema={}, + skip_missing_messages_after=0, ) + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + + # Send three consecutive messages. messages = [ - MockMessage.from_primitive({"kind": "test", "order": 0}, attributes={"message_number": 0}), - MockMessage.from_primitive({"kind": "test", "order": 1}, attributes={"message_number": 1}), - MockMessage.from_primitive({"kind": "test", "order": 2}, attributes={"message_number": 2}), - MockMessage.from_primitive({"kind": "finish-test", "order": 5}, attributes={"message_number": 5}), + { + "event": {"kind": "test", "order": 0}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 1}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 2}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, ] - with patch( - "octue.cloud.pub_sub.service.OrderedMessageHandler._pull_and_enqueue_message", - new=MockMessagePuller(messages=messages, message_handler=message_handler).pull, - ): - with self.assertRaises(TimeoutError): - message_handler.handle_messages(timeout=0.5, skip_first_messages_after=0) + for message in messages: + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) - # Check that only the first three messages were handled. + # Simulate missing messages. + mock_topic.messages_published = 5 + + # Send a final message. + child._send_message( + message={"kind": "finish-test", "order": 5}, + attributes={"question_uuid": question_uuid, "sender_type": "CHILD"}, + topic=mock_topic, + ) + + message_handler.handle_messages() + + # Check that all the non-missing messages were handled. self.assertEqual( message_handler.handled_messages, [ {"kind": "test", "order": 0}, {"kind": "test", "order": 1}, {"kind": "test", "order": 2}, + {"kind": "finish-test", "order": 5}, ], ) + def test_multiple_blocks_of_missing_messages_in_middle_can_skipped(self): + """Test that multiple blocks of missing messages in the middle of the event stream can be skipped.""" + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): + message_handler = OrderedMessageHandler( + subscription=mock_subscription, + receiving_service=parent, + message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, + schema={}, + skip_missing_messages_after=0, + ) + + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + + # Send three consecutive messages. + messages = [ + { + "event": {"kind": "test", "order": 0}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 1}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 2}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + ] + + for message in messages: + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) + + # Simulate missing messages. + mock_topic.messages_published = 5 + + # Send another message. + child._send_message( + message={"kind": "test", "order": 5}, + attributes={"message_number": 5, "question_uuid": question_uuid, "sender_type": "CHILD"}, + topic=mock_topic, + ) + + # Simulate more missing messages. + mock_topic.messages_published = 20 + + # Send more consecutive messages. + messages = [ + { + "event": {"kind": "test", "order": 20}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 21}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "test", "order": 22}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + { + "event": {"kind": "finish-test", "order": 23}, + "attributes": {"question_uuid": question_uuid, "sender_type": "CHILD"}, + }, + ] + + for message in messages: + child._send_message(message=message["event"], attributes=message["attributes"], topic=mock_topic) + + message_handler.handle_messages() + + # Check that all the non-missing messages were handled. + self.assertEqual( + message_handler.handled_messages, + [ + {"kind": "test", "order": 0}, + {"kind": "test", "order": 1}, + {"kind": "test", "order": 2}, + {"kind": "test", "order": 5}, + {"kind": "test", "order": 20}, + {"kind": "test", "order": 21}, + {"kind": "test", "order": 22}, + {"kind": "finish-test", "order": 23}, + ], + ) + + def test_all_messages_missing_apart_from_result(self): + """Test that the result message is still handled if all other messages are missing.""" + question_uuid, mock_topic, mock_subscription = create_mock_topic_and_subscription() + + with patch("octue.cloud.pub_sub.message_handler.SubscriberClient", MockSubscriber): + message_handler = OrderedMessageHandler( + subscription=mock_subscription, + receiving_service=parent, + message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, + schema={}, + skip_missing_messages_after=0, + ) + + child = MockService(backend=GCPPubSubBackend(project_name=TEST_PROJECT_NAME)) + + # Simulate missing messages. + mock_topic.messages_published = 1000 + + # Send the result message. + child._send_message( + message={"kind": "finish-test", "order": 1000}, + attributes={"question_uuid": question_uuid, "sender_type": "CHILD"}, + topic=mock_topic, + ) + + message_handler.handle_messages() + + # Check that the result message was handled. + self.assertEqual(message_handler.handled_messages, [{"kind": "finish-test", "order": 1000}]) + -class TestPullAndEnqueueMessage(BaseTestCase): - def test_pull_and_enqueue_message(self): +class TestPullAndEnqueueAvailableMessages(BaseTestCase): + def test_pull_and_enqueue_available_messages(self): """Test that pulling and enqueuing a message works.""" - question_uuid = "4d31bb46-66c4-4e68-831f-e51e17e651ef" + question_uuid, mock_topic, _ = create_mock_topic_and_subscription() with ServicePatcher(): mock_subscription = MockSubscription( @@ -378,7 +587,7 @@ def test_pull_and_enqueue_message(self): message_handler = OrderedMessageHandler( subscription=mock_subscription, - receiving_service=receiving_service, + receiving_service=parent, message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, schema={}, ) @@ -401,13 +610,13 @@ def test_pull_and_enqueue_message(self): ) ] - message_handler._pull_and_enqueue_message(timeout=10) + message_handler._pull_and_enqueue_available_messages(timeout=10) self.assertEqual(message_handler.waiting_messages, {0: mock_message}) - self.assertEqual(message_handler._earliest_message_number_received, 0) + self.assertEqual(message_handler._earliest_waiting_message_number, 0) def test_timeout_error_raised_if_result_message_not_received_in_time(self): """Test that a timeout error is raised if a result message is not received in time.""" - question_uuid = "4d31bb46-66c4-4e68-831f-e51e17e651ef" + question_uuid, mock_topic, _ = create_mock_topic_and_subscription() with ServicePatcher(): mock_subscription = MockSubscription( @@ -418,7 +627,7 @@ def test_timeout_error_raised_if_result_message_not_received_in_time(self): message_handler = OrderedMessageHandler( subscription=mock_subscription, - receiving_service=receiving_service, + receiving_service=parent, message_handlers={"test": lambda message: None, "finish-test": lambda message: "This is the result."}, ) @@ -430,6 +639,6 @@ def test_timeout_error_raised_if_result_message_not_received_in_time(self): SUBSCRIPTIONS[mock_subscription.name] = [] with self.assertRaises(TimeoutError): - message_handler._pull_and_enqueue_message(timeout=1e-6) + message_handler._pull_and_enqueue_available_messages(timeout=1e-6) - self.assertEqual(message_handler._earliest_message_number_received, math.inf) + self.assertEqual(message_handler._earliest_waiting_message_number, math.inf) diff --git a/tests/cloud/pub_sub/test_service.py b/tests/cloud/pub_sub/test_service.py index d9a96a4bd..9ae63cbfb 100644 --- a/tests/cloud/pub_sub/test_service.py +++ b/tests/cloud/pub_sub/test_service.py @@ -169,8 +169,14 @@ def test_ask_service_with_no_revision_tag_when_service_registries_not_specified_ def test_timeout_error_raised_if_no_messages_received_when_waiting(self): """Test that a TimeoutError is raised if no messages are received while waiting.""" - mock_topic = MockTopic(name="world", project_name=TEST_PROJECT_NAME) - mock_subscription = MockSubscription(name="world", topic=mock_topic, project_name=TEST_PROJECT_NAME) + mock_topic = MockTopic(name="amazing.service.9-9-9", project_name=TEST_PROJECT_NAME) + + mock_subscription = MockSubscription( + name="amazing.service.9-9-9", + topic=mock_topic, + project_name=TEST_PROJECT_NAME, + ) + service = Service(backend=BACKEND) with patch("octue.cloud.pub_sub.service.pubsub_v1.SubscriberClient.pull", return_value=MockPullResponse()): @@ -248,7 +254,7 @@ def test_ask_with_real_run_function_with_no_log_message_forwarding(self): run function rather than a mock so that the underlying `Runner` instance is used, and check that remote log messages aren't forwarded to the local logger. """ - child = MockService(backend=BACKEND, run_function=self.create_run_function()) + child = MockService(backend=BACKEND, service_id="truly/madly:deeply", run_function=self.create_run_function()) parent = MockService(backend=BACKEND, children={child.id: child}) with self.assertLogs() as logging_context: @@ -262,21 +268,26 @@ def test_ask_with_real_run_function_with_no_log_message_forwarding(self): {"output_values": MockAnalysis().output_values, "output_manifest": MockAnalysis().output_manifest}, ) - self.assertTrue(all("[REMOTE]" not in message for message in logging_context.output)) + self.assertTrue(all("[truly/madly:deeply" not in message for message in logging_context.output)) def test_ask_with_real_run_function_with_log_message_forwarding(self): """Test that a service can ask a question to another service that is serving and receive an answer. Use a real run function rather than a mock so that the underlying `Runner` instance is used, and check that remote log messages are forwarded to the local logger. """ - child = MockService(backend=BACKEND, run_function=self.create_run_function()) + child = MockService( + backend=BACKEND, + service_id="my-super/service:6.0.1", + run_function=self.create_run_function(), + ) + parent = MockService(backend=BACKEND, children={child.id: child}) with self.assertLogs() as logs_context_manager: with self.service_patcher: child.serve() subscription, _ = parent.ask(service_id=child.id, input_values={}, subscribe_to_logs=True) - answer = parent.wait_for_answer(subscription, service_name="my-super-service") + answer = parent.wait_for_answer(subscription) self.assertEqual( answer, @@ -289,11 +300,11 @@ def test_ask_with_real_run_function_with_log_message_forwarding(self): finish_remote_analysis_message_present = False for i, log_record in enumerate(logs_context_manager.records): - if "[my-super-service" in log_record.msg and "Starting analysis." in log_record.msg: + if "[my-super/service:6.0.1" in log_record.msg and "Starting analysis." in log_record.msg: start_remote_analysis_message_present = True if ( - "[my-super-service" in logs_context_manager.records[i + 1].msg + "[my-super/service:6.0.1" in logs_context_manager.records[i + 1].msg and "Finished analysis." in logs_context_manager.records[i + 1].msg ): finish_remote_analysis_message_present = True @@ -322,7 +333,7 @@ def mock_app(analysis): with self.service_patcher: child.serve() subscription, _ = parent.ask(service_id=child.id, input_values={}, subscribe_to_logs=True) - parent.wait_for_answer(subscription, service_name="my-super-service") + parent.wait_for_answer(subscription) error_logged = False @@ -436,7 +447,7 @@ def run_function(analysis_id, input_values, *args, **kwargs): save_diagnostics="SAVE_DIAGNOSTICS_ON_CRASH", ) - answer = parent.wait_for_answer(subscription, service_name="my-super-service") + answer = parent.wait_for_answer(subscription) self.assertEqual(answer["output_values"], input_values) @@ -712,7 +723,7 @@ def test_child_messages_can_be_recorded_by_parent(self): with self.service_patcher: child.serve() subscription, _ = parent.ask(service_id=child.id, input_values={}, subscribe_to_logs=True) - parent.wait_for_answer(subscription, service_name="my-super-service") + parent.wait_for_answer(subscription) # Check that the child's messages have been recorded by the parent. self.assertEqual(parent.received_messages[0]["kind"], "delivery_acknowledgement") @@ -731,7 +742,7 @@ def test_child_exception_message_can_be_recorded_by_parent(self): with self.assertRaises(ValueError): subscription, _ = parent.ask(service_id=child.id, input_values={}, subscribe_to_logs=True) - parent.wait_for_answer(subscription, service_name="my-super-service") + parent.wait_for_answer(subscription) # Check that the child's messages have been recorded by the parent. self.assertEqual(parent.received_messages[0]["kind"], "delivery_acknowledgement") @@ -763,7 +774,7 @@ def run_function(*args, **kwargs): save_diagnostics="SAVE_DIAGNOSTICS_ON_CRASH", ) - parent.wait_for_answer(subscription, service_name="my-super-service") + parent.wait_for_answer(subscription) self.assertEqual(parent.received_messages[1]["kind"], "heartbeat") self.assertEqual(parent.received_messages[2]["kind"], "heartbeat") @@ -807,12 +818,7 @@ def run_function(*args, **kwargs): ) monitor_messages = [] - - result = parent.wait_for_answer( - subscription, - service_name="my-super-service", - handle_monitor_message=monitor_messages.append, - ) + result = parent.wait_for_answer(subscription, handle_monitor_message=monitor_messages.append) # Check that multiple monitor messages were sent and received. self.assertTrue(len(monitor_messages) > 1)