RuntimeError: module compiled against API version 0xc but this version of numpy is 0xb

Seems like this is due to pandas version higher than 0.21.0 and numpy version 1.13.3 that is pulled by TensorFlow not playing well together.

Here is how I fixed it in my end:

# ipython
Python 2.7.6 (default, Nov 23 2017, 15:49:48)
Type "copyright", "credits" or "license" for more information.

IPython 4.2.0 -- An enhanced Interactive Python.
?         -> Introduction and overview of IPython's features.
%quickref -> Quick reference.
help      -> Python's own help system.
object?   -> Details about 'object', use 'object??' for extra details.

In [1]: import tensorflow as tf
---------------------------------------------------------------------------
RuntimeError                              Traceback (most recent call last)
RuntimeError: module compiled against API version 0xc but this version of numpy is 0xb
    
In [2]: !pip install pandas==0.21.0
Collecting pandas==0.21.0
/usr/local/lib/python2.7/dist-packages/pip/_vendor/requests/packages/urllib3/util/ssl_.py:318: SNIMissingWarning: An HTTPS request
has been made, but the SNI (Subject Name Indication) extension to TLS is not available on this platform. This may cause the server
to present an incorrect TLS certificate, which can cause validation failures. You can upgrade to a newer version of Python to solve
 this. For more information, see https://urllib3.readthedocs.io/en/latest/security.html#snimissingwarning.
  SNIMissingWarning
/usr/local/lib/python2.7/dist-packages/pip/_vendor/requests/packages/urllib3/util/ssl_.py:122: InsecurePlatformWarning: A true SSLC
ontext object is not available. This prevents urllib3 from configuring SSL appropriately and may cause certain SSL connections to f
ail. You can upgrade to a newer version of Python to solve this. For more information, see https://urllib3.readthedocs.io/en/latest
/security.html#insecureplatformwarning.
  InsecurePlatformWarning
  Downloading pandas-0.21.0-cp27-cp27mu-manylinux1_x86_64.whl (24.3MB)
    100% |################################| 24.3MB 52kB/s
Requirement already satisfied: pytz>=2011k in /usr/local/lib/python2.7/dist-packages (from pandas==0.21.0)
Requirement already satisfied: numpy>=1.9.0 in /usr/local/lib/python2.7/dist-packages (from pandas==0.21.0)
Requirement already satisfied: python-dateutil in /usr/local/lib/python2.7/dist-packages (from pandas==0.21.0)
Requirement already satisfied: six>=1.5 in /usr/local/lib/python2.7/dist-packages (from python-dateutil->pandas==0.21.0)
Installing collected packages: pandas
  Found existing installation: pandas 0.21.1
    Uninstalling pandas-0.21.1:
      Successfully uninstalled pandas-0.21.1
Successfully installed pandas-0.21.0

In [3]: del tf

In [4]: import tensorflow as tf

Related Posts:

  1. Convert a tensor to numpy array in Tensorflow?
  2. Convert a tensor to numpy array in Tensorflow?
  3. Convert a tensor to numpy array in Tensorflow?
  4. What is the difference between sparse_categorical_crossentropy and categorical_crossentropy?
  5. Pytorch reshape tensor dimension
  6. What is the difference between np.mean and tf.reduce_mean?
  7. tar: Unrecognized archive format error when trying to unpack flower_photos.tgz, TF tutorials on OSX
  8. What is the difference between ‘SAME’ and ‘VALID’ padding in tf.nn.max_pool of tensorflow?
  9. TypeError: only integer scalar arrays can be converted to a scalar index with 1D numpy indices array
  10. Import Error: No module named numpy
  11. numpy max vs amax vs maximum
  12. Difference between import numpy and import numpy as np
  13. What is the purpose of meshgrid in Python / NumPy?
  14. why numpy.ndarray is object is not callable in my simple for python loop
  15. numpy division with RuntimeWarning: invalid value encountered in double_scalars
  16. How do I create an empty array/matrix in NumPy?
  17. Most efficient way to find mode in numpy array
  18. numpy matrix vector multiplication
  19. Converting list to numpy array
  20. How do I read CSV data into a record array in NumPy?
  21. Could not find a version that satisfies the requirement tensorflow
  22. How do you do natural logs (e.g. “ln()”) with numpy in Python?
  23. How do I read CSV data into a record array in NumPy?
  24. How to normalize a NumPy array to a unit vector?
  25. ImportError: numpy.core.multiarray failed to import
  26. Factorial in numpy and scipy
  27. ImportError: numpy.core.multiarray failed to import
  28. size of NumPy array
  29. numpy array concatenate: “ValueError: all the input arrays must have same number of dimensions”
  30. What’s the difference between torch.stack() and torch.cat() functions?
  31. Use a.any() or a.all()
  32. ‘DataFrame’ object has no attribute ‘sort’
  33. convert nan value to zero
  34. Most efficient way to map function over numpy array
  35. Is there a NumPy function to return the first index of something in an array?
  36. Numpy/Python Array Value error
  37. initialize a numpy array
  38. TypeError: ‘DataFrame’ object is not callable
  39. Cannot convert list to array: ValueError: only one element tensors can be converted to Python scalars
  40. Calculating Covariance with Python and Numpy
  41. LinAlgError: Last 2 dimensions of the array must be square
  42. Dump a NumPy array into a csv file
  43. What does axis in pandas mean?
  44. Inverse of a matrix using numpy
  45. How to tell if tensorflow is using gpu acceleration from inside python shell?
  46. Python: slicing a multi-dimensional array
  47. pip3: command not found
  48. ImportError: libcuda.so.1: cannot open shared object file
  49. Add single element to array in numpy
  50. 3-dimensional array in numpy
  51. How do I calculate percentiles with python/numpy?
  52. LSTM Keras input shape confusion
  53. How do you get the magnitude of a vector in Numpy?
  54. ‘list’ object has no attribute ‘shape’
  55. How to calculate rolling / moving average using python + NumPy / SciPy?
  56. ValueError: object too deep for desired array while using convolution
  57. Make list of arrays in python
  58. Import Error: No module named numpy Anaconda
  59. What does ‘index 0 is out of bounds for axis 0 with size 0’ mean?
  60. What does ‘index 0 is out of bounds for axis 0 with size 0’ mean?
  61. pandas create new column based on values from other columns / apply a function of multiple columns, row-wise
  62. Moving average or running mean
  63. ValueError: x and y must be the same size
  64. Saving a Numpy array as an image
  65. NumPy List Comprehension Syntax
  66. Linear regression with matplotlib / numpy
  67. How to get the unit vector from a numpy array
  68. Numpy extract submatrix
  69. “Divide by zero encountered in log” when not dividing by zero
  70. RuntimeError: module compiled against API version a but this version of numpy is 9
  71. Good ways to “expand” a numpy ndarray?
  72. numpy-equivalent of list.pop?
  73. Matplotlib: TypeError: can’t multiply sequence by non-int of type ‘numpy.float64’
  74. Efficiently sorting a numpy array in descending order?
  75. How to add column to numpy array
  76. How to fix ‘RuntimeWarning: divide by zero encountered in double_scalars’
  77. IndexError: index 2 is out of bounds for axis 0 with size 2
  78. Coalesce values from 2 columns into a single column in a pandas dataframe
  79. Tensorflow 2.0 – AttributeError: module ‘tensorflow’ has no attribute ‘Session’
  80. No module named ‘tqdm’
  81. Compute a confidence interval from sample data
  82. Create numpy matrix filled with NaNs
  83. Numpy – add row to array
  84. How do I compute derivative using Numpy?
  85. ImportError: cannot import name NUMPY_MKL
  86. built-in range or numpy.arange: which is more efficient?
  87. Difference between data type ‘datetime64[ns]’ and ‘
  88. Merging two DataFrames
  89. Convert a 1D array to a 2D array in numpy
  90. inverting image in Python with OpenCV
  91. How to print the full NumPy array, without truncation?
  92. Calculate weighted average using a pandas/dataframe
  93. Complex number troubles with numpy
  94. Filtering a NumPy Array
  95. Install pip for python 3.5
  96. How to downgrade tensorflow, multiple versions possible?
  97. Function to determine if two numbers are nearly equal when rounded to n significant decimal digits
  98. TypeError: zip argument #2 must support iteration
  99. CS231n: How to calculate gradient for Softmax loss function?
  100. numpy/scipy/ipython:Failed to interpret file as a pickle

Leave a Comment