[Bug]: OSB 1.7.0 Numpy and H5py bug

[IanHoang]

Describe the bug

Ran into an issue during release process. We were able to release to PyPi and are able to pull in the latest version and confirm it works. However, when we were testing Dockerhub staging, we came across the following error.

benchmark@c5aca43430ba:~$ opensearch-benchmark --help
Traceback (most recent call last):
  File "/usr/local/bin/opensearch-benchmark", line 5, in <module>
    from osbenchmark.benchmark import main
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/benchmark.py", line 37, in <module>
    from osbenchmark import version, actor, config, paths, \
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/test_execution_orchestrator.py", line 33, in <module>
    from osbenchmark import actor, config, doc_link, \
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/worker_coordinator/__init__.py", line 26, in <module>
    from .worker_coordinator import (
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/worker_coordinator/worker_coordinator.py", line 44, in <module>
    from osbenchmark import actor, config, exceptions, metrics, workload, client, paths, PROGRAM_NAME, telemetry
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/workload/__init__.py", line 25, in <module>
    from .loader import (
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/workload/loader.py", line 41, in <module>
    from osbenchmark.workload import params, workload
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/workload/params.py", line 42, in <module>
    from osbenchmark.utils.dataset import DataSet, get_data_set, Context
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/utils/dataset.py", line 13, in <module>
    import h5py
  File "/usr/local/lib/python3.11/site-packages/h5py/__init__.py", line 25, in <module>
    from . import _errors
  File "h5py/_errors.pyx", line 1, in init h5py._errors
ValueError: numpy.dtype size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

We were able to discover the root cause was due to the recent numpy 2.0.0 release and how it conflicts with h5py 3.10.0. Our local desktops did not encounter this issue b, the Docker container only had Python 3.11 installed and needed to pull in numpy, which is why it pulled in the latest version.

We can either solve this either by restricting the setup.py to use numpy versions less than 2.0.0 or we can remove the 3.10.0 restriction for h5py in this line of the dockerfile. The image works when numpy 2.0.0 and h5py 3.11.0 is installed.

RUN python3 -m pip install h5py==3.10.0; if [ -z "$VERSION" ] ; then python3 -m pip install opensearch-benchmark ; else python3 -m pip install opensearch-benchmark==$VERSION ; fi

To reproduce

1. Install OSB 1.7.0
2. Force install numpy 2.0.0
3. Run opensearch-benchmark --help
   The error should be present:

benchmark@c5aca43430ba:~$ opensearch-benchmark --help
Traceback (most recent call last):
  File "/usr/local/bin/opensearch-benchmark", line 5, in <module>
    from osbenchmark.benchmark import main
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/benchmark.py", line 37, in <module>
    from osbenchmark import version, actor, config, paths, \
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/test_execution_orchestrator.py", line 33, in <module>
    from osbenchmark import actor, config, doc_link, \
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/worker_coordinator/__init__.py", line 26, in <module>
    from .worker_coordinator import (
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/worker_coordinator/worker_coordinator.py", line 44, in <module>
    from osbenchmark import actor, config, exceptions, metrics, workload, client, paths, PROGRAM_NAME, telemetry
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/workload/__init__.py", line 25, in <module>
    from .loader import (
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/workload/loader.py", line 41, in <module>
    from osbenchmark.workload import params, workload
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/workload/params.py", line 42, in <module>
    from osbenchmark.utils.dataset import DataSet, get_data_set, Context
  File "/usr/local/lib/python3.11/site-packages/osbenchmark/utils/dataset.py", line 13, in <module>
    import h5py
  File "/usr/local/lib/python3.11/site-packages/h5py/__init__.py", line 25, in <module>
    from . import _errors
  File "h5py/_errors.pyx", line 1, in init h5py._errors
ValueError: numpy.dtype size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

Expected behavior

There should be no dependencies conflict.

Screenshots

If applicable, add screenshots to help explain your problem.

Host / Environment

No response

Additional context

No response

Relevant log output

No response

[IanHoang]

Closing because fix found in #562