NotImplementedError: unable to open file: libtensorflow_io.so

[suyttthideptrai]

I got NotImplementedError when calling tfio.audio.resample(wav, rate_in=sample_rate, rate_out=16000)

Based on TensorFlow Version Compatibility table at https://github.com/tensorflow/io/README.md, I have configured tensorflow packages as follow
$ conda list tensorflow

# packages in environment at /opt/conda/envs/sra-env:
#
# Name                    Version                   Build  Channel
tensorflow                2.16.2          cpu_py312h69ecde4_0    conda-forge
tensorflow-base           2.16.2          cpu_py312h5c1443c_0    conda-forge
tensorflow-estimator      2.16.2          cpu_py312hbf2973a_0    conda-forge
tensorflow-hub            0.16.1             pyhd8ed1ab_3    conda-forge
tensorflow-io             0.37.1                   pypi_0    pypi
tensorflow-io-gcs-filesystem 0.37.1                   pypi_0    pypi

Python version:
$ conda list python

# packages in environment at /opt/conda/envs/sra-env:
#
# Name                    Version                   Build  Channel
python                    3.12.9          h9e4cc4f_1_cpython    conda-forge
...

For the dev environment, I'm using this image: "mcr.microsoft.com/devcontainers/miniconda:1-3"

PRETTY_NAME="Debian GNU/Linux 12 (bookworm)"
NAME="Debian GNU/Linux"
VERSION_ID="12"
VERSION="12 (bookworm)"
VERSION_CODENAME=bookworm
ID=debian

Full stacktrace:

2025-03-24 07:14:42.426934: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: SSE4.1 SSE4.2 AVX AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
(640, 8)
WARNING:tensorflow:AutoGraph could not transform <function resample at 0x7f8a497571a0> and will run it as-is.
Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.
Cause: unable to open file: libtensorflow_io.so, from paths: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']
caused by: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: undefined symbol: _ZNK10tensorflow4data11DatasetBase8FinalizeEPNS_15OpKernelContextESt8functionIFN4absl12lts_202308028StatusOrIN3tsl4core11RefCountPtrIS1_EEEEvEE']
To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert
WARNING | AutoGraph could not transform <function resample at 0x7f8a497571a0> and will run it as-is.
Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.
Cause: unable to open file: libtensorflow_io.so, from paths: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']
caused by: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: undefined symbol: _ZNK10tensorflow4data11DatasetBase8FinalizeEPNS_15OpKernelContextESt8functionIFN4absl12lts_202308028StatusOrIN3tsl4core11RefCountPtrIS1_EEEEvEE']
To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert
Traceback (most recent call last):
  File "/workspaces/sound-recognition-ai/python/test.py", line 9, in <module>
    ds_ts = to_tensor_dataset(df)
            ^^^^^^^^^^^^^^^^^^^^^
  File "/workspaces/sound-recognition-ai/python/utils/dframe_utils.py", line 74, in to_tensor_dataset
    return ts_ds.map(transform_wav)
           ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/dataset_ops.py", line 2299, in map
    return map_op._map_v2(
           ^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/map_op.py", line 37, in _map_v2
    return _MapDataset(
           ^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/map_op.py", line 107, in __init__
    self._map_func = structured_function.StructuredFunctionWrapper(
                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/structured_function.py", line 265, in __init__
    self._function = fn_factory()
                     ^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 1251, in get_concrete_function
    concrete = self._get_concrete_function_garbage_collected(*args, **kwargs)
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 1221, in _get_concrete_function_garbage_collected
    self._initialize(args, kwargs, add_initializers_to=initializers)
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 696, in _initialize
    self._concrete_variable_creation_fn = tracing_compilation.trace_function(
                                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/tracing_compilation.py", line 178, in trace_function
    concrete_function = _maybe_define_function(
                        ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/tracing_compilation.py", line 283, in _maybe_define_function
    concrete_function = _create_concrete_function(
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/tracing_compilation.py", line 310, in _create_concrete_function
    traced_func_graph = func_graph_module.func_graph_from_py_func(
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/framework/func_graph.py", line 1059, in func_graph_from_py_func
    func_outputs = python_func(*func_args, **func_kwargs)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 599, in wrapped_fn
    out = weak_wrapped_fn().__wrapped__(*args, **kwds)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/structured_function.py", line 231, in wrapped_fn
    ret = wrapper_helper(*args)
          ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/structured_function.py", line 161, in wrapper_helper
    ret = autograph.tf_convert(self._func, ag_ctx)(*nested_args)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 693, in wrapper
    raise e.ag_error_metadata.to_exception(e)
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 690, in wrapper
    return converted_call(f, args, kwargs, options=options)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 439, in converted_call
    result = converted_f(*effective_args, **kwargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/tmp/__autograph_generated_filejvnwf2jf.py", line 13, in tf__transform_wav
    retval_ = (ag__.converted_call(ag__.ld(load_wav_16k_mono), (ag__.ld(filename),), None, fscope), ag__.ld(class_id), ag__.ld(fold))
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 377, in converted_call
    return _call_unconverted(f, args, kwargs, options)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 460, in _call_unconverted
    return f(*args)
           ^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/util/traceback_utils.py", line 153, in error_handler
    raise e.with_traceback(filtered_tb) from None
  File "/tmp/__autograph_generated_filejidpphe2.py", line 15, in tf__load_wav_16k_mono
    wav = ag__.converted_call(ag__.ld(tfio).audio.resample, (ag__.ld(wav),), dict(rate_in=ag__.ld(sample_rate), rate_out=16000), fscope)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/audio_ops.py", line 469, in resample
    value = tf.vectorized_map(f, input)
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/audio_ops.py", line 465, in f
    return core_ops.io_audio_resample(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 88, in __getattr__
    return getattr(self._load(), attrb)
                   ^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 84, in _load
    self._mod = _load_library(self._library)
                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 69, in _load_library
    raise NotImplementedError(
NotImplementedError: in user code:

    File "/workspaces/sound-recognition-ai/python/utils/dframe_utils.py", line 67, in transform_wav  *
        return load_wav_16k_mono(filename), class_id, fold
    File "/workspaces/sound-recognition-ai/python/utils/wav_utils.py", line 59, in load_wav_16k_mono  *
        wav = tfio.audio.resample(wav, rate_in=sample_rate, rate_out=16000)
    File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/audio_ops.py", line 469, in resample  **
        value = tf.vectorized_map(f, input)
    File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/audio_ops.py", line 465, in f
        return core_ops.io_audio_resample(
    File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 88, in __getattr__
        return getattr(self._load(), attrb)
    File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 84, in _load
        self._mod = _load_library(self._library)
    File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 69, in _load_library
        raise NotImplementedError(

    NotImplementedError: unable to open file: libtensorflow_io.so, from paths: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']
    caused by: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: undefined symbol: _ZNK10tensorflow4data11DatasetBase8FinalizeEPNS_15OpKernelContextESt8functionIFN4absl12lts_202308028StatusOrIN3tsl4core11RefCountPtrIS1_EEEEvEE']

[grofte]

That's the same error that you get when the versions are incompatible.

• I would try getting Tensorflow from pypi instead of conda-forge first.
• Then I would try downgrading the minor version on TF.
• If that also doesn't work then I would build TFio from source.