[TEST] Ray 2.6 support

[arnavgarg1]

Code Pull Requests

Please provide the following:

• a clear explanation of what your code does
• if applicable, a reference to an issue
• a reproducible test for your PR (code, config and data sample)

Documentation Pull Requests

Note that the documentation HTML files are in docs/ while the Markdown sources are in mkdocs/docs.

If you are proposing a modification to the documentation you should change only the Markdown files.

api.md is automatically generated from the docstrings in the code, so if you want to change something in that file, first modify ludwig/api.py docstring, then run mkdocs/code_docs_autogen.py, which will create mkdocs/docs/api.md .

[github-actions]

Unit Test Results

    6 files  +    2      6 suites  +2   14m 52s ⏱️ - 15m 6s
  60 tests +  29    53 ✔️ +  27    6 💤 +1  1 ❌ +1 
180 runs  +118  159 ✔️ +107  18 💤 +8  3 ❌ +3 

For more details on these failures, see this check.

Results for commit 0b870ef. ± Comparison against base commit 42723e3.

This pull request removes 18 and adds 47 tests. Note that renamed tests count towards both.

tests.integration_tests.test_cli ‑ test_reproducible_cli_runs[horovod-experiment-1919-0]
tests.integration_tests.test_cli ‑ test_reproducible_cli_runs[horovod-experiment-1919-1]
tests.integration_tests.test_cli ‑ test_reproducible_cli_runs[horovod-experiment-31-0]
tests.integration_tests.test_cli ‑ test_reproducible_cli_runs[horovod-experiment-31-1]
tests.integration_tests.test_cli ‑ test_reproducible_cli_runs[horovod-train-1919-0]
tests.integration_tests.test_cli ‑ test_reproducible_cli_runs[horovod-train-1919-1]
tests.integration_tests.test_cli ‑ test_reproducible_cli_runs[horovod-train-31-0]
tests.integration_tests.test_cli ‑ test_reproducible_cli_runs[horovod-train-31-1]
tests.integration_tests.test_cli ‑ test_train_cli_horovod
tests.integration_tests.test_horovod ‑ test_horovod_gpu_memory_limit
…

tests.ludwig.automl.test_base_config ‑ test_dataset_info[dask]
tests.ludwig.automl.test_base_config ‑ test_dataset_info[pandas]
tests.ludwig.automl.test_base_config ‑ test_infer_parquet_types
tests.ludwig.automl.test_base_config ‑ test_is_field_boolean[dask]
tests.ludwig.automl.test_base_config ‑ test_is_field_boolean[pandas]
tests.ludwig.automl.test_base_config ‑ test_object_and_bool_type_inference[col0-object]
tests.ludwig.automl.test_base_config ‑ test_object_and_bool_type_inference[col1-object]
tests.ludwig.automl.test_base_config ‑ test_object_and_bool_type_inference[col2-object]
tests.ludwig.automl.test_base_config ‑ test_object_and_bool_type_inference[col3-object]
tests.ludwig.automl.test_base_config ‑ test_object_and_bool_type_inference[col4-bool]
…

This pull request removes 1 skipped test and adds 2 skipped tests. Note that renamed tests count towards both.

tests.integration_tests.test_horovod ‑ test_horovod_gpu_memory_limit

tests.ludwig.backend.test_ray
tests.ludwig.models.test_training_determinism ‑ test_training_determinism_ray_backend

♻️ This comment has been updated with latest results.