Xarray: Import error when calling open_rasterio

Created on 19 Aug 2019  路  2Comments  路  Source: pydata/xarray

Problem Description

When using xarray.open_rasterio for loading the Bedmap2 dataset from geoTIFF files we are getting an ImportError after xarray tries to import gdal_version from rasterio._base.
The error is raised after uploading rasterio to 1.0.25. When using rasterio 1.0.24, the problem does not exist.

This error was caught by @ChetGoerzen and originally reported on https://github.com/fatiando/rockhound/issues/53.

import xarray as xr
xr.open_rasterio("bedmap2_bed.tif")

```python-traceback
Traceback (most recent call last):
File "", line 1, in
File "/home/santi/.miniconda3/envs/rockhound/lib/python3.7/site-packages/xarray/backends/rasterio_.py", line 214, in open_rasterio
import rasterio
File "/home/santi/.miniconda3/envs/rockhound/lib/python3.7/site-packages/rasterio/__init__.py", line 22, in
from rasterio._base import gdal_version
ImportError: libtiledb.so.1.6.0: cannot open shared object file: No such file or directory

#### Expected Output

```python-traceback
<xarray.DataArray (band: 1, y: 6667, x: 6667)>
[44448889 values with dtype=int16]
Coordinates:
  * band     (band) int64 1
  * y        (y) float64 3.333e+06 3.332e+06 3.331e+06 ... -3.332e+06 -3.333e+06
  * x        (x) float64 -3.333e+06 -3.332e+06 ... 3.332e+06 3.333e+06
Attributes:
    transform:   (1000.0, 0.0, -3333500.0, 0.0, -1000.0, 3333500.0)
    crs:         +init=epsg:3031
    res:         (1000.0, 1000.0)
    is_tiled:    1
    nodatavals:  (32767.0,)
    scales:      (1.0,)
    offsets:     (0.0,)

Output of xr.show_versions()

INSTALLED VERSIONS
------------------
commit: None
python: 3.7.3 | packaged by conda-forge | (default, Jul  1 2019, 21:52:21) 
[GCC 7.3.0]
python-bits: 64
OS: Linux
OS-release: 4.19.66-1-MANJARO
machine: x86_64
processor: 
byteorder: little
LC_ALL: None
LANG: es_AR.utf8
LOCALE: es_AR.UTF-8
libhdf5: None
libnetcdf: None

xarray: 0.12.3
pandas: 0.25.0
numpy: 1.17.0
scipy: 1.3.1
netCDF4: None
pydap: None
h5netcdf: None
h5py: None
Nio: None
zarr: None
cftime: None
nc_time_axis: None
PseudoNetCDF: None
rasterio: None
cfgrib: None
iris: None
bottleneck: None
dask: 2.3.0
distributed: 2.3.0
matplotlib: 3.1.1
cartopy: 0.17.0
seaborn: None
numbagg: None
setuptools: 41.0.1
pip: 19.2.2
conda: None
pytest: 5.1.0
IPython: None
sphinx: 1.8.5

Output of conda list

# packages in environment at /home/santi/.miniconda3/envs/rockhound:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main  
affine                    2.2.2                      py_0    conda-forge
alabaster                 0.7.12                     py_0    conda-forge
appdirs                   1.4.3                      py_1    conda-forge
asn1crypto                0.24.0                py37_1003    conda-forge
astroid                   2.2.5                    py37_0    conda-forge
atomicwrites              1.3.0                      py_0    conda-forge
attrs                     19.1.0                     py_0    conda-forge
babel                     2.7.0                      py_0    conda-forge
black                     19.3b0                     py_0    conda-forge
bokeh                     1.3.4                    py37_0    conda-forge
boost-cpp                 1.70.0               h8e57a91_2    conda-forge
bzip2                     1.0.8                h516909a_0    conda-forge
ca-certificates           2019.6.16            hecc5488_0    conda-forge
cairo                     1.16.0            hfb77d84_1002    conda-forge
cartopy                   0.17.0          py37he1be148_1005    conda-forge
certifi                   2019.6.16                py37_1    conda-forge
cffi                      1.12.3           py37h8022711_0    conda-forge
cfitsio                   3.470                hb60a0a2_2    conda-forge
chardet                   3.0.4                 py37_1003    conda-forge
click                     7.0                        py_0    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.5.0                      py_0    conda-forge
cloudpickle               1.2.1                      py_0    conda-forge
cmocean                   2.0                        py_1    conda-forge
colorspacious             1.1.2              pyh24bf2e0_0    conda-forge
coverage                  4.5.4            py37h516909a_0    conda-forge
cryptography              2.7              py37h72c5cf5_0    conda-forge
curl                      7.65.3               hf8cf82a_0    conda-forge
cycler                    0.10.0                     py_1    conda-forge
cytoolz                   0.10.0           py37h516909a_0    conda-forge
dask                      2.3.0                      py_0    conda-forge
dask-core                 2.3.0                      py_0    conda-forge
dbus                      1.13.6               he372182_0    conda-forge
distributed               2.3.0                      py_0    conda-forge
docutils                  0.15.2                   py37_0    conda-forge
entrypoints               0.3                   py37_1000    conda-forge
expat                     2.2.5             he1b5a44_1003    conda-forge
flake8                    3.7.8                    py37_1    conda-forge
fontconfig                2.13.1            h86ecdb6_1001    conda-forge
freetype                  2.10.0               he983fc9_1    conda-forge
freexl                    1.0.5             h14c3975_1002    conda-forge
fsspec                    0.4.1                      py_0    conda-forge
geos                      3.7.2                he1b5a44_1    conda-forge
geotiff                   1.5.1                h560c3f3_2    conda-forge
gettext                   0.19.8.1          hc5be6a0_1002    conda-forge
giflib                    5.1.7                h516909a_1    conda-forge
glib                      2.58.3            h6f030ca_1002    conda-forge
gst-plugins-base          1.14.5               h0935bb2_0    conda-forge
gstreamer                 1.14.5               h36ae1b5_0    conda-forge
hdf4                      4.2.13            h9a582f1_1002    conda-forge
hdf5                      1.10.5          nompi_h3c11f04_1100    conda-forge
heapdict                  1.0.0                 py37_1000    conda-forge
icu                       64.2                 he1b5a44_0    conda-forge
idna                      2.8                   py37_1000    conda-forge
imagesize                 1.1.0                      py_0    conda-forge
importlib_metadata        0.18                     py37_0    conda-forge
isort                     4.3.21                   py37_0    conda-forge
jinja2                    2.10.1                     py_0    conda-forge
jpeg                      9c                h14c3975_1001    conda-forge
json-c                    0.13.1            h14c3975_1001    conda-forge
kealib                    1.4.10            h58c409b_1005    conda-forge
kiwisolver                1.1.0            py37hc9558a2_0    conda-forge
krb5                      1.16.3            h05b26f9_1001    conda-forge
lazy-object-proxy         1.4.1            py37h516909a_0    conda-forge
libblas                   3.8.0               12_openblas    conda-forge
libcblas                  3.8.0               12_openblas    conda-forge
libcurl                   7.65.3               hda55be3_0    conda-forge
libdap4                   3.20.2            hd48c02d_1000    conda-forge
libedit                   3.1.20170329      hf8c457e_1001    conda-forge
libffi                    3.2.1             he1b5a44_1006    conda-forge
libgcc-ng                 9.1.0                hdf63c60_0  
libgdal                   3.0.1                hbef8c27_6    conda-forge
libgfortran-ng            7.3.0                hdf63c60_0  
libiconv                  1.15              h516909a_1005    conda-forge
libkml                    1.3.0             h4fcabce_1010    conda-forge
liblapack                 3.8.0               12_openblas    conda-forge
libnetcdf                 4.6.2             h056eaf5_1002    conda-forge
libopenblas               0.3.7                h6e990d7_1    conda-forge
libpng                    1.6.37               hed695b0_0    conda-forge
libpq                     11.5                 hd9ab2ff_0    conda-forge
libspatialite             4.3.0a            he1bb1e1_1029    conda-forge
libssh2                   1.8.2                h22169c7_2    conda-forge
libstdcxx-ng              9.1.0                hdf63c60_0  
libtiff                   4.0.10            h57b8799_1003    conda-forge
libuuid                   2.32.1            h14c3975_1000    conda-forge
libxcb                    1.13              h14c3975_1002    conda-forge
libxml2                   2.9.9                hee79883_2    conda-forge
locket                    0.2.0                      py_2    conda-forge
lz4-c                     1.8.3             he1b5a44_1001    conda-forge
markupsafe                1.1.1            py37h14c3975_0    conda-forge
matplotlib                3.1.1                    py37_1    conda-forge
matplotlib-base           3.1.1            py37he7580a8_1    conda-forge
mccabe                    0.6.1                      py_1    conda-forge
more-itertools            7.2.0                      py_0    conda-forge
msgpack-python            0.6.1            py37h6bb024c_0    conda-forge
ncurses                   6.1               hf484d3e_1002    conda-forge
numpy                     1.17.0           py37h95a1406_0    conda-forge
numpydoc                  0.9.1                      py_0    conda-forge
olefile                   0.46                       py_0    conda-forge
openjpeg                  2.3.1                h58a6597_0    conda-forge
openssl                   1.1.1c               h516909a_0    conda-forge
owslib                    0.18.0                     py_0    conda-forge
packaging                 19.0                       py_0    conda-forge
pandas                    0.25.0           py37hb3f55d8_0    conda-forge
partd                     1.0.0                      py_0    conda-forge
pcre                      8.41              hf484d3e_1003    conda-forge
pillow                    6.1.0            py37h6b7be26_1    conda-forge
pip                       19.2.2                   py37_0    conda-forge
pixman                    0.38.0            h516909a_1003    conda-forge
pluggy                    0.12.0                     py_0    conda-forge
pooch                     0.5.2                    py37_0    conda-forge
poppler                   0.67.0               ha967d66_7    conda-forge
poppler-data              0.4.9                         1    conda-forge
postgresql                11.5                 hc63931a_0    conda-forge
proj4                     6.1.0                he751ad9_2    conda-forge
psutil                    5.6.3            py37h516909a_0    conda-forge
pthread-stubs             0.4               h14c3975_1001    conda-forge
py                        1.8.0                      py_0    conda-forge
pycodestyle               2.5.0                      py_0    conda-forge
pycparser                 2.19                     py37_1    conda-forge
pyepsg                    0.4.0                      py_0    conda-forge
pyflakes                  2.1.1                      py_0    conda-forge
pygments                  2.4.2                      py_0    conda-forge
pykdtree                  1.3.1           py37h3010b51_1002    conda-forge
pylint                    2.3.1                    py37_0    conda-forge
pyopenssl                 19.0.0                   py37_0    conda-forge
pyparsing                 2.4.2                      py_0    conda-forge
pyproj                    2.2.1            py37hc44880f_0    conda-forge
pyqt                      5.9.2            py37hcca6a23_2    conda-forge
pyshp                     2.1.0                      py_0    conda-forge
pysocks                   1.7.0                    py37_0    conda-forge
pytest                    5.1.0                    py37_0    conda-forge
pytest-cov                2.7.1                      py_0    conda-forge
python                    3.7.3                h33d41f4_1    conda-forge
python-dateutil           2.8.0                      py_0    conda-forge
pytz                      2019.2                     py_0    conda-forge
pyyaml                    5.1.2            py37h516909a_0    conda-forge
qt                        5.9.7                h0c104cb_3    conda-forge
rasterio                  1.0.25           py37h900e953_2    conda-forge
readline                  8.0                  hf8c457e_0    conda-forge
requests                  2.22.0                   py37_1    conda-forge
rockhound                 0.1.0+5.g39043fa           dev_0    <develop>
scipy                     1.3.1            py37h921218d_2    conda-forge
setuptools                41.0.1                   py37_0    conda-forge
shapely                   1.6.4           py37hec07ddf_1006    conda-forge
sip                       4.19.8          py37hf484d3e_1000    conda-forge
six                       1.12.0                py37_1000    conda-forge
snowballstemmer           1.9.0                      py_0    conda-forge
snuggs                    1.4.6                      py_0    conda-forge
sortedcontainers          2.1.0                      py_0    conda-forge
sphinx                    1.8.5                    py37_0    conda-forge
sphinx-gallery            0.4.0                    py37_0    conda-forge
sphinx_rtd_theme          0.4.3                      py_0    conda-forge
sphinxcontrib-websupport  1.1.2                      py_0    conda-forge
sqlite                    3.29.0               hcee41ef_0    conda-forge
tbb                       2018.0.5             h2d50403_0    conda-forge
tblib                     1.4.0                      py_0    conda-forge
tiledb                    1.6.2                h69c774e_0    conda-forge
tk                        8.6.9             hed695b0_1002    conda-forge
toml                      0.10.0                     py_0    conda-forge
toolz                     0.10.0                     py_0    conda-forge
tornado                   6.0.3            py37h516909a_0    conda-forge
tzcode                    2019a             h516909a_1002    conda-forge
urllib3                   1.25.3                   py37_0    conda-forge
viscm                     0.7                pyh24bf2e0_0    conda-forge
wcwidth                   0.1.7                      py_1    conda-forge
wheel                     0.33.4                   py37_0    conda-forge
wrapt                     1.11.2           py37h516909a_0    conda-forge
xarray                    0.12.3                     py_0    conda-forge
xerces-c                  3.2.2             h8412b87_1004    conda-forge
xorg-kbproto              1.0.7             h14c3975_1002    conda-forge
xorg-libice               1.0.10               h516909a_0    conda-forge
xorg-libsm                1.2.3             h84519dc_1000    conda-forge
xorg-libx11               1.6.8                h516909a_0    conda-forge
xorg-libxau               1.0.9                h14c3975_0    conda-forge
xorg-libxdmcp             1.1.3                h516909a_0    conda-forge
xorg-libxext              1.3.4                h516909a_0    conda-forge
xorg-libxrender           0.9.10            h516909a_1002    conda-forge
xorg-renderproto          0.11.1            h14c3975_1002    conda-forge
xorg-xextproto            7.3.0             h14c3975_1002    conda-forge
xorg-xproto               7.0.31            h14c3975_1007    conda-forge
xz                        5.2.4             h14c3975_1001    conda-forge
yaml                      0.1.7             h14c3975_1001    conda-forge
zict                      1.0.0                      py_0    conda-forge
zipp                      0.5.2                      py_0    conda-forge
zlib                      1.2.11            h516909a_1005    conda-forge
zstd                      1.4.0                h3b9ef0a_0    conda-forge

Most helpful comment

Hi @shoyer! Thanks for your quick response. You're right, I get the same error when trying to import rasterio.

I removed the rasterio installed by conda and reinstalled it with pip. Now I can import rasterio without any problem. Moreover, xr.show_versions() flags it as installed. So I think there's a problem with the rasterio conda package.

Thanks again for the response, if you don't think this issue is related to xarray, feel free to close it.

Output of xarray.show_versions()

INSTALLED VERSIONS
------------------
commit: None
python: 3.7.3 | packaged by conda-forge | (default, Jul  1 2019, 21:52:21) 
[GCC 7.3.0]
python-bits: 64
OS: Linux
OS-release: 4.19.66-1-MANJARO
machine: x86_64
processor: 
byteorder: little
LC_ALL: None
LANG: es_AR.utf8
LOCALE: es_AR.UTF-8
libhdf5: None
libnetcdf: None

xarray: 0.12.3
pandas: 0.25.0
numpy: 1.17.0
scipy: 1.3.1
netCDF4: None
pydap: None
h5netcdf: None
h5py: None
Nio: None
zarr: None
cftime: None
nc_time_axis: None
PseudoNetCDF: None
rasterio: installed
cfgrib: None
iris: None
bottleneck: None
dask: 2.3.0
distributed: 2.3.0
matplotlib: 3.1.1
cartopy: 0.17.0
seaborn: None
numbagg: None
setuptools: 41.0.1
pip: 19.2.2
conda: None
pytest: 5.1.0
IPython: None
sphinx: 1.8.5

Output of conda list

# packages in environment at /home/santi/.miniconda3/envs/rockhound:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main  
affine                    2.2.2                      py_0    conda-forge
alabaster                 0.7.12                     py_0    conda-forge
appdirs                   1.4.3                      py_1    conda-forge
asn1crypto                0.24.0                py37_1003    conda-forge
astroid                   2.2.5                    py37_0    conda-forge
atomicwrites              1.3.0                      py_0    conda-forge
attrs                     19.1.0                     py_0    conda-forge
babel                     2.7.0                      py_0    conda-forge
black                     19.3b0                     py_0    conda-forge
bokeh                     1.3.4                    py37_0    conda-forge
boost-cpp                 1.70.0               h8e57a91_2    conda-forge
bzip2                     1.0.8                h516909a_0    conda-forge
ca-certificates           2019.6.16            hecc5488_0    conda-forge
cairo                     1.16.0            hfb77d84_1002    conda-forge
cartopy                   0.17.0          py37he1be148_1005    conda-forge
certifi                   2019.6.16                py37_1    conda-forge
cffi                      1.12.3           py37h8022711_0    conda-forge
cfitsio                   3.470                hb60a0a2_2    conda-forge
chardet                   3.0.4                 py37_1003    conda-forge
click                     7.0                        py_0    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.5.0                      py_0    conda-forge
cloudpickle               1.2.1                      py_0    conda-forge
cmocean                   2.0                        py_1    conda-forge
colorspacious             1.1.2              pyh24bf2e0_0    conda-forge
coverage                  4.5.4            py37h516909a_0    conda-forge
cryptography              2.7              py37h72c5cf5_0    conda-forge
curl                      7.65.3               hf8cf82a_0    conda-forge
cycler                    0.10.0                     py_1    conda-forge
cytoolz                   0.10.0           py37h516909a_0    conda-forge
dask                      2.3.0                      py_0    conda-forge
dask-core                 2.3.0                      py_0    conda-forge
dbus                      1.13.6               he372182_0    conda-forge
distributed               2.3.0                      py_0    conda-forge
docutils                  0.15.2                   py37_0    conda-forge
entrypoints               0.3                   py37_1000    conda-forge
expat                     2.2.5             he1b5a44_1003    conda-forge
flake8                    3.7.8                    py37_1    conda-forge
fontconfig                2.13.1            h86ecdb6_1001    conda-forge
freetype                  2.10.0               he983fc9_1    conda-forge
freexl                    1.0.5             h14c3975_1002    conda-forge
fsspec                    0.4.1                      py_0    conda-forge
geos                      3.7.2                he1b5a44_1    conda-forge
geotiff                   1.5.1                h560c3f3_2    conda-forge
gettext                   0.19.8.1          hc5be6a0_1002    conda-forge
giflib                    5.1.7                h516909a_1    conda-forge
glib                      2.58.3            h6f030ca_1002    conda-forge
gst-plugins-base          1.14.5               h0935bb2_0    conda-forge
gstreamer                 1.14.5               h36ae1b5_0    conda-forge
hdf4                      4.2.13            h9a582f1_1002    conda-forge
hdf5                      1.10.5          nompi_h3c11f04_1102    conda-forge
heapdict                  1.0.0                 py37_1000    conda-forge
icu                       64.2                 he1b5a44_0    conda-forge
idna                      2.8                   py37_1000    conda-forge
imagesize                 1.1.0                      py_0    conda-forge
importlib_metadata        0.18                     py37_0    conda-forge
isort                     4.3.21                   py37_0    conda-forge
jinja2                    2.10.1                     py_0    conda-forge
jpeg                      9c                h14c3975_1001    conda-forge
json-c                    0.13.1            h14c3975_1001    conda-forge
kealib                    1.4.10            h58c409b_1005    conda-forge
kiwisolver                1.1.0            py37hc9558a2_0    conda-forge
krb5                      1.16.3            h05b26f9_1001    conda-forge
lazy-object-proxy         1.4.1            py37h516909a_0    conda-forge
libblas                   3.8.0               12_openblas    conda-forge
libcblas                  3.8.0               12_openblas    conda-forge
libcurl                   7.65.3               hda55be3_0    conda-forge
libdap4                   3.20.2            hd48c02d_1000    conda-forge
libedit                   3.1.20170329      hf8c457e_1001    conda-forge
libffi                    3.2.1             he1b5a44_1006    conda-forge
libgcc-ng                 9.1.0                hdf63c60_0  
libgdal                   3.0.1                hbef8c27_6    conda-forge
libgfortran-ng            7.3.0                hdf63c60_0  
libiconv                  1.15              h516909a_1005    conda-forge
libkml                    1.3.0             h4fcabce_1010    conda-forge
liblapack                 3.8.0               12_openblas    conda-forge
libnetcdf                 4.6.2             h056eaf5_1002    conda-forge
libopenblas               0.3.7                h6e990d7_1    conda-forge
libpng                    1.6.37               hed695b0_0    conda-forge
libpq                     11.5                 hd9ab2ff_1    conda-forge
libspatialite             4.3.0a            he1bb1e1_1029    conda-forge
libssh2                   1.8.2                h22169c7_2    conda-forge
libstdcxx-ng              9.1.0                hdf63c60_0  
libtiff                   4.0.10            h57b8799_1003    conda-forge
libuuid                   2.32.1            h14c3975_1000    conda-forge
libxcb                    1.13              h14c3975_1002    conda-forge
libxml2                   2.9.9                hee79883_2    conda-forge
locket                    0.2.0                      py_2    conda-forge
lz4-c                     1.8.3             he1b5a44_1001    conda-forge
markupsafe                1.1.1            py37h14c3975_0    conda-forge
matplotlib                3.1.1                    py37_1    conda-forge
matplotlib-base           3.1.1            py37he7580a8_1    conda-forge
mccabe                    0.6.1                      py_1    conda-forge
more-itertools            7.2.0                      py_0    conda-forge
msgpack-python            0.6.1            py37h6bb024c_0    conda-forge
ncurses                   6.1               hf484d3e_1002    conda-forge
numpy                     1.17.0           py37h95a1406_0    conda-forge
numpydoc                  0.9.1                      py_0    conda-forge
olefile                   0.46                       py_0    conda-forge
openjpeg                  2.3.1                h58a6597_0    conda-forge
openssl                   1.1.1c               h516909a_0    conda-forge
owslib                    0.18.0                     py_0    conda-forge
packaging                 19.0                       py_0    conda-forge
pandas                    0.25.0           py37hb3f55d8_0    conda-forge
partd                     1.0.0                      py_0    conda-forge
pcre                      8.41              hf484d3e_1003    conda-forge
pillow                    6.1.0            py37h6b7be26_1    conda-forge
pip                       19.2.2                   py37_0    conda-forge
pixman                    0.38.0            h516909a_1003    conda-forge
pluggy                    0.12.0                     py_0    conda-forge
pooch                     0.5.2                    py37_0    conda-forge
poppler                   0.67.0               ha967d66_7    conda-forge
poppler-data              0.4.9                         1    conda-forge
postgresql                11.5                 hc63931a_1    conda-forge
proj4                     6.1.0                he751ad9_2    conda-forge
psutil                    5.6.3            py37h516909a_0    conda-forge
pthread-stubs             0.4               h14c3975_1001    conda-forge
py                        1.8.0                      py_0    conda-forge
pycodestyle               2.5.0                      py_0    conda-forge
pycparser                 2.19                     py37_1    conda-forge
pyepsg                    0.4.0                      py_0    conda-forge
pyflakes                  2.1.1                      py_0    conda-forge
pygments                  2.4.2                      py_0    conda-forge
pykdtree                  1.3.1           py37h3010b51_1002    conda-forge
pylint                    2.3.1                    py37_0    conda-forge
pyopenssl                 19.0.0                   py37_0    conda-forge
pyparsing                 2.4.2                      py_0    conda-forge
pyproj                    2.2.1            py37hc44880f_0    conda-forge
pyqt                      5.9.2            py37hcca6a23_2    conda-forge
pyshp                     2.1.0                      py_0    conda-forge
pysocks                   1.7.0                    py37_0    conda-forge
pytest                    5.1.0                    py37_0    conda-forge
pytest-cov                2.7.1                      py_0    conda-forge
python                    3.7.3                h33d41f4_1    conda-forge
python-dateutil           2.8.0                      py_0    conda-forge
pytz                      2019.2                     py_0    conda-forge
pyyaml                    5.1.2            py37h516909a_0    conda-forge
qt                        5.9.7                h0c104cb_3    conda-forge
rasterio                  1.0.25                   pypi_0    pypi
readline                  8.0                  hf8c457e_0    conda-forge
requests                  2.22.0                   py37_1    conda-forge
rockhound                 0.1.0+5.g39043fa           dev_0    <develop>
scipy                     1.3.1            py37h921218d_2    conda-forge
setuptools                41.0.1                   py37_0    conda-forge
shapely                   1.6.4           py37hec07ddf_1006    conda-forge
sip                       4.19.8          py37hf484d3e_1000    conda-forge
six                       1.12.0                py37_1000    conda-forge
snowballstemmer           1.9.0                      py_0    conda-forge
snuggs                    1.4.6                      py_0    conda-forge
sortedcontainers          2.1.0                      py_0    conda-forge
sphinx                    1.8.5                    py37_0    conda-forge
sphinx-gallery            0.4.0                    py37_0    conda-forge
sphinx_rtd_theme          0.4.3                      py_0    conda-forge
sphinxcontrib-websupport  1.1.2                      py_0    conda-forge
sqlite                    3.29.0               hcee41ef_0    conda-forge
tbb                       2018.0.5             h2d50403_0    conda-forge
tblib                     1.4.0                      py_0    conda-forge
tiledb                    1.6.2                h69c774e_1    conda-forge
tk                        8.6.9             hed695b0_1002    conda-forge
toml                      0.10.0                     py_0    conda-forge
toolz                     0.10.0                     py_0    conda-forge
tornado                   6.0.3            py37h516909a_0    conda-forge
tzcode                    2019a             h516909a_1002    conda-forge
urllib3                   1.25.3                   py37_0    conda-forge
viscm                     0.7                pyh24bf2e0_0    conda-forge
wcwidth                   0.1.7                      py_1    conda-forge
wheel                     0.33.6                   py37_0    conda-forge
wrapt                     1.11.2           py37h516909a_0    conda-forge
xarray                    0.12.3                     py_0    conda-forge
xerces-c                  3.2.2             h8412b87_1004    conda-forge
xorg-kbproto              1.0.7             h14c3975_1002    conda-forge
xorg-libice               1.0.10               h516909a_0    conda-forge
xorg-libsm                1.2.3             h84519dc_1000    conda-forge
xorg-libx11               1.6.8                h516909a_0    conda-forge
xorg-libxau               1.0.9                h14c3975_0    conda-forge
xorg-libxdmcp             1.1.3                h516909a_0    conda-forge
xorg-libxext              1.3.4                h516909a_0    conda-forge
xorg-libxrender           0.9.10            h516909a_1002    conda-forge
xorg-renderproto          0.11.1            h14c3975_1002    conda-forge
xorg-xextproto            7.3.0             h14c3975_1002    conda-forge
xorg-xproto               7.0.31            h14c3975_1007    conda-forge
xz                        5.2.4             h14c3975_1001    conda-forge
yaml                      0.1.7             h14c3975_1001    conda-forge
zict                      1.0.0                      py_0    conda-forge
zipp                      0.5.2                      py_0    conda-forge
zlib                      1.2.11            h516909a_1005    conda-forge
zstd                      1.4.0                h3b9ef0a_0    conda-forge

All 2 comments

from rasterio._base import gdal_version is coming from inside rasterio/__init__.py, so it looks like you have broken rasterio install in general. Does import rasterio work for you, outside of xarray?

Hi @shoyer! Thanks for your quick response. You're right, I get the same error when trying to import rasterio.

I removed the rasterio installed by conda and reinstalled it with pip. Now I can import rasterio without any problem. Moreover, xr.show_versions() flags it as installed. So I think there's a problem with the rasterio conda package.

Thanks again for the response, if you don't think this issue is related to xarray, feel free to close it.

Output of xarray.show_versions()

INSTALLED VERSIONS
------------------
commit: None
python: 3.7.3 | packaged by conda-forge | (default, Jul  1 2019, 21:52:21) 
[GCC 7.3.0]
python-bits: 64
OS: Linux
OS-release: 4.19.66-1-MANJARO
machine: x86_64
processor: 
byteorder: little
LC_ALL: None
LANG: es_AR.utf8
LOCALE: es_AR.UTF-8
libhdf5: None
libnetcdf: None

xarray: 0.12.3
pandas: 0.25.0
numpy: 1.17.0
scipy: 1.3.1
netCDF4: None
pydap: None
h5netcdf: None
h5py: None
Nio: None
zarr: None
cftime: None
nc_time_axis: None
PseudoNetCDF: None
rasterio: installed
cfgrib: None
iris: None
bottleneck: None
dask: 2.3.0
distributed: 2.3.0
matplotlib: 3.1.1
cartopy: 0.17.0
seaborn: None
numbagg: None
setuptools: 41.0.1
pip: 19.2.2
conda: None
pytest: 5.1.0
IPython: None
sphinx: 1.8.5

Output of conda list

# packages in environment at /home/santi/.miniconda3/envs/rockhound:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main  
affine                    2.2.2                      py_0    conda-forge
alabaster                 0.7.12                     py_0    conda-forge
appdirs                   1.4.3                      py_1    conda-forge
asn1crypto                0.24.0                py37_1003    conda-forge
astroid                   2.2.5                    py37_0    conda-forge
atomicwrites              1.3.0                      py_0    conda-forge
attrs                     19.1.0                     py_0    conda-forge
babel                     2.7.0                      py_0    conda-forge
black                     19.3b0                     py_0    conda-forge
bokeh                     1.3.4                    py37_0    conda-forge
boost-cpp                 1.70.0               h8e57a91_2    conda-forge
bzip2                     1.0.8                h516909a_0    conda-forge
ca-certificates           2019.6.16            hecc5488_0    conda-forge
cairo                     1.16.0            hfb77d84_1002    conda-forge
cartopy                   0.17.0          py37he1be148_1005    conda-forge
certifi                   2019.6.16                py37_1    conda-forge
cffi                      1.12.3           py37h8022711_0    conda-forge
cfitsio                   3.470                hb60a0a2_2    conda-forge
chardet                   3.0.4                 py37_1003    conda-forge
click                     7.0                        py_0    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.5.0                      py_0    conda-forge
cloudpickle               1.2.1                      py_0    conda-forge
cmocean                   2.0                        py_1    conda-forge
colorspacious             1.1.2              pyh24bf2e0_0    conda-forge
coverage                  4.5.4            py37h516909a_0    conda-forge
cryptography              2.7              py37h72c5cf5_0    conda-forge
curl                      7.65.3               hf8cf82a_0    conda-forge
cycler                    0.10.0                     py_1    conda-forge
cytoolz                   0.10.0           py37h516909a_0    conda-forge
dask                      2.3.0                      py_0    conda-forge
dask-core                 2.3.0                      py_0    conda-forge
dbus                      1.13.6               he372182_0    conda-forge
distributed               2.3.0                      py_0    conda-forge
docutils                  0.15.2                   py37_0    conda-forge
entrypoints               0.3                   py37_1000    conda-forge
expat                     2.2.5             he1b5a44_1003    conda-forge
flake8                    3.7.8                    py37_1    conda-forge
fontconfig                2.13.1            h86ecdb6_1001    conda-forge
freetype                  2.10.0               he983fc9_1    conda-forge
freexl                    1.0.5             h14c3975_1002    conda-forge
fsspec                    0.4.1                      py_0    conda-forge
geos                      3.7.2                he1b5a44_1    conda-forge
geotiff                   1.5.1                h560c3f3_2    conda-forge
gettext                   0.19.8.1          hc5be6a0_1002    conda-forge
giflib                    5.1.7                h516909a_1    conda-forge
glib                      2.58.3            h6f030ca_1002    conda-forge
gst-plugins-base          1.14.5               h0935bb2_0    conda-forge
gstreamer                 1.14.5               h36ae1b5_0    conda-forge
hdf4                      4.2.13            h9a582f1_1002    conda-forge
hdf5                      1.10.5          nompi_h3c11f04_1102    conda-forge
heapdict                  1.0.0                 py37_1000    conda-forge
icu                       64.2                 he1b5a44_0    conda-forge
idna                      2.8                   py37_1000    conda-forge
imagesize                 1.1.0                      py_0    conda-forge
importlib_metadata        0.18                     py37_0    conda-forge
isort                     4.3.21                   py37_0    conda-forge
jinja2                    2.10.1                     py_0    conda-forge
jpeg                      9c                h14c3975_1001    conda-forge
json-c                    0.13.1            h14c3975_1001    conda-forge
kealib                    1.4.10            h58c409b_1005    conda-forge
kiwisolver                1.1.0            py37hc9558a2_0    conda-forge
krb5                      1.16.3            h05b26f9_1001    conda-forge
lazy-object-proxy         1.4.1            py37h516909a_0    conda-forge
libblas                   3.8.0               12_openblas    conda-forge
libcblas                  3.8.0               12_openblas    conda-forge
libcurl                   7.65.3               hda55be3_0    conda-forge
libdap4                   3.20.2            hd48c02d_1000    conda-forge
libedit                   3.1.20170329      hf8c457e_1001    conda-forge
libffi                    3.2.1             he1b5a44_1006    conda-forge
libgcc-ng                 9.1.0                hdf63c60_0  
libgdal                   3.0.1                hbef8c27_6    conda-forge
libgfortran-ng            7.3.0                hdf63c60_0  
libiconv                  1.15              h516909a_1005    conda-forge
libkml                    1.3.0             h4fcabce_1010    conda-forge
liblapack                 3.8.0               12_openblas    conda-forge
libnetcdf                 4.6.2             h056eaf5_1002    conda-forge
libopenblas               0.3.7                h6e990d7_1    conda-forge
libpng                    1.6.37               hed695b0_0    conda-forge
libpq                     11.5                 hd9ab2ff_1    conda-forge
libspatialite             4.3.0a            he1bb1e1_1029    conda-forge
libssh2                   1.8.2                h22169c7_2    conda-forge
libstdcxx-ng              9.1.0                hdf63c60_0  
libtiff                   4.0.10            h57b8799_1003    conda-forge
libuuid                   2.32.1            h14c3975_1000    conda-forge
libxcb                    1.13              h14c3975_1002    conda-forge
libxml2                   2.9.9                hee79883_2    conda-forge
locket                    0.2.0                      py_2    conda-forge
lz4-c                     1.8.3             he1b5a44_1001    conda-forge
markupsafe                1.1.1            py37h14c3975_0    conda-forge
matplotlib                3.1.1                    py37_1    conda-forge
matplotlib-base           3.1.1            py37he7580a8_1    conda-forge
mccabe                    0.6.1                      py_1    conda-forge
more-itertools            7.2.0                      py_0    conda-forge
msgpack-python            0.6.1            py37h6bb024c_0    conda-forge
ncurses                   6.1               hf484d3e_1002    conda-forge
numpy                     1.17.0           py37h95a1406_0    conda-forge
numpydoc                  0.9.1                      py_0    conda-forge
olefile                   0.46                       py_0    conda-forge
openjpeg                  2.3.1                h58a6597_0    conda-forge
openssl                   1.1.1c               h516909a_0    conda-forge
owslib                    0.18.0                     py_0    conda-forge
packaging                 19.0                       py_0    conda-forge
pandas                    0.25.0           py37hb3f55d8_0    conda-forge
partd                     1.0.0                      py_0    conda-forge
pcre                      8.41              hf484d3e_1003    conda-forge
pillow                    6.1.0            py37h6b7be26_1    conda-forge
pip                       19.2.2                   py37_0    conda-forge
pixman                    0.38.0            h516909a_1003    conda-forge
pluggy                    0.12.0                     py_0    conda-forge
pooch                     0.5.2                    py37_0    conda-forge
poppler                   0.67.0               ha967d66_7    conda-forge
poppler-data              0.4.9                         1    conda-forge
postgresql                11.5                 hc63931a_1    conda-forge
proj4                     6.1.0                he751ad9_2    conda-forge
psutil                    5.6.3            py37h516909a_0    conda-forge
pthread-stubs             0.4               h14c3975_1001    conda-forge
py                        1.8.0                      py_0    conda-forge
pycodestyle               2.5.0                      py_0    conda-forge
pycparser                 2.19                     py37_1    conda-forge
pyepsg                    0.4.0                      py_0    conda-forge
pyflakes                  2.1.1                      py_0    conda-forge
pygments                  2.4.2                      py_0    conda-forge
pykdtree                  1.3.1           py37h3010b51_1002    conda-forge
pylint                    2.3.1                    py37_0    conda-forge
pyopenssl                 19.0.0                   py37_0    conda-forge
pyparsing                 2.4.2                      py_0    conda-forge
pyproj                    2.2.1            py37hc44880f_0    conda-forge
pyqt                      5.9.2            py37hcca6a23_2    conda-forge
pyshp                     2.1.0                      py_0    conda-forge
pysocks                   1.7.0                    py37_0    conda-forge
pytest                    5.1.0                    py37_0    conda-forge
pytest-cov                2.7.1                      py_0    conda-forge
python                    3.7.3                h33d41f4_1    conda-forge
python-dateutil           2.8.0                      py_0    conda-forge
pytz                      2019.2                     py_0    conda-forge
pyyaml                    5.1.2            py37h516909a_0    conda-forge
qt                        5.9.7                h0c104cb_3    conda-forge
rasterio                  1.0.25                   pypi_0    pypi
readline                  8.0                  hf8c457e_0    conda-forge
requests                  2.22.0                   py37_1    conda-forge
rockhound                 0.1.0+5.g39043fa           dev_0    <develop>
scipy                     1.3.1            py37h921218d_2    conda-forge
setuptools                41.0.1                   py37_0    conda-forge
shapely                   1.6.4           py37hec07ddf_1006    conda-forge
sip                       4.19.8          py37hf484d3e_1000    conda-forge
six                       1.12.0                py37_1000    conda-forge
snowballstemmer           1.9.0                      py_0    conda-forge
snuggs                    1.4.6                      py_0    conda-forge
sortedcontainers          2.1.0                      py_0    conda-forge
sphinx                    1.8.5                    py37_0    conda-forge
sphinx-gallery            0.4.0                    py37_0    conda-forge
sphinx_rtd_theme          0.4.3                      py_0    conda-forge
sphinxcontrib-websupport  1.1.2                      py_0    conda-forge
sqlite                    3.29.0               hcee41ef_0    conda-forge
tbb                       2018.0.5             h2d50403_0    conda-forge
tblib                     1.4.0                      py_0    conda-forge
tiledb                    1.6.2                h69c774e_1    conda-forge
tk                        8.6.9             hed695b0_1002    conda-forge
toml                      0.10.0                     py_0    conda-forge
toolz                     0.10.0                     py_0    conda-forge
tornado                   6.0.3            py37h516909a_0    conda-forge
tzcode                    2019a             h516909a_1002    conda-forge
urllib3                   1.25.3                   py37_0    conda-forge
viscm                     0.7                pyh24bf2e0_0    conda-forge
wcwidth                   0.1.7                      py_1    conda-forge
wheel                     0.33.6                   py37_0    conda-forge
wrapt                     1.11.2           py37h516909a_0    conda-forge
xarray                    0.12.3                     py_0    conda-forge
xerces-c                  3.2.2             h8412b87_1004    conda-forge
xorg-kbproto              1.0.7             h14c3975_1002    conda-forge
xorg-libice               1.0.10               h516909a_0    conda-forge
xorg-libsm                1.2.3             h84519dc_1000    conda-forge
xorg-libx11               1.6.8                h516909a_0    conda-forge
xorg-libxau               1.0.9                h14c3975_0    conda-forge
xorg-libxdmcp             1.1.3                h516909a_0    conda-forge
xorg-libxext              1.3.4                h516909a_0    conda-forge
xorg-libxrender           0.9.10            h516909a_1002    conda-forge
xorg-renderproto          0.11.1            h14c3975_1002    conda-forge
xorg-xextproto            7.3.0             h14c3975_1002    conda-forge
xorg-xproto               7.0.31            h14c3975_1007    conda-forge
xz                        5.2.4             h14c3975_1001    conda-forge
yaml                      0.1.7             h14c3975_1001    conda-forge
zict                      1.0.0                      py_0    conda-forge
zipp                      0.5.2                      py_0    conda-forge
zlib                      1.2.11            h516909a_1005    conda-forge
zstd                      1.4.0                h3b9ef0a_0    conda-forge

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