I am trying to use Facebook Prophet on an AWS Sagemaker Jupyter notebook. I've tried installing fbprophet in two ways:
!{sys.executable} -m pip install fbprophet
and
!conda install -c conda-forge fbprophet --yes
(that last one comes from several answers I saw on other forums)
However, none of them seem to work. In particular, the latest one seems to work for the installation, but the subsequent import of fbprophet results in an error, that seems related to matplotlib:
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-8-d9f3d4c04a60> in <module>()
1 # Imports
----> 2 from fbprophet import Prophet
~/anaconda3/envs/python3/lib/python3.6/site-packages/fbprophet/__init__.py in <module>()
6 # of patent rights can be found in the PATENTS file in the same directory.
7
----> 8 from fbprophet.forecaster import Prophet
9
10 __version__ = '0.6'
~/anaconda3/envs/python3/lib/python3.6/site-packages/fbprophet/forecaster.py in <module>()
17 from fbprophet.make_holidays import get_holiday_names, make_holidays_df
18 from fbprophet.models import StanBackendEnum
---> 19 from fbprophet.plot import (plot, plot_components)
20
21 logger = logging.getLogger('fbprophet')
~/anaconda3/envs/python3/lib/python3.6/site-packages/fbprophet/plot.py in <module>()
19
20 try:
---> 21 from matplotlib import pyplot as plt
22 from matplotlib.dates import (
23 MonthLocator,
~/anaconda3/envs/python3/lib/python3.6/site-packages/matplotlib/pyplot.py in <module>()
30 from cycler import cycler
31 import matplotlib
---> 32 import matplotlib.colorbar
33 import matplotlib.image
34 from matplotlib import rcsetup, style
~/anaconda3/envs/python3/lib/python3.6/site-packages/matplotlib/colorbar.py in <module>()
25
26 import matplotlib as mpl
---> 27 import matplotlib.artist as martist
28 import matplotlib.cbook as cbook
29 import matplotlib.collections as collections
~/anaconda3/envs/python3/lib/python3.6/site-packages/matplotlib/artist.py in <module>()
55
56
---> 57 class Artist(object):
58 """
59 Abstract base class for objects that render into a FigureCanvas.
~/anaconda3/envs/python3/lib/python3.6/site-packages/matplotlib/artist.py in Artist()
62 """
63 @cbook.deprecated("3.1")
---> 64 @property
65 def aname(self):
66 return 'Artist'
~/anaconda3/envs/python3/lib/python3.6/site-packages/matplotlib/cbook/deprecation.py in deprecate(obj, message, name, alternative, pending, addendum)
180 pass
181 """
--> 182
183 def deprecate(obj, message=message, name=name, alternative=alternative,
184 pending=pending, obj_type=obj_type, addendum=addendum):
AttributeError: 'property' object has no attribute '__name__'
Has anyone else run into this issue / managed to get fbprophet working on sagemaker? I'm thinking this might be an issue of versions of fbprophet and matplotlib, but couldn't find information on which ones to use.
The following works for me on a fresh notebook instance. I'm using the python3 environment.
sh-4.2$ source activate python3
(python3) sh-4.2$ conda install -c conda-forge fbprophet --yes
Solving environment: done
==> WARNING: A newer version of conda exists. <==
current version: 4.5.12
latest version: 4.8.2
Please update conda by running
$ conda update -n base -c defaults conda
## Package Plan ##
environment location: /home/ec2-user/anaconda3/envs/python3
added / updated specs:
- fbprophet
The following packages will be downloaded:
package | build
---------------------------|-----------------
pykerberos-1.2.1 | py36h505690d_0 26 KB conda-forge
python-3.6.7 | h381d211_1004 34.5 MB conda-forge
cryptography-2.8 | py36h45558ae_2 628 KB conda-forge
python_abi-3.6 | 1_cp36m 4 KB conda-forge
binutils_impl_linux-64-2.33.1| h53a641e_8 9.1 MB conda-forge
certifi-2019.11.28 | py36h9f0ad1d_1 149 KB conda-forge
gcc_linux-64-7.3.0 | h553295d_17 21 KB conda-forge
gxx_linux-64-7.3.0 | h553295d_17 21 KB conda-forge
fbprophet-0.6 | py36he1b5a44_0 642 KB conda-forge
holidays-0.10.1 | py_0 56 KB conda-forge
tk-8.6.10 | hed695b0_0 3.2 MB conda-forge
lunarcalendar-0.0.9 | py_0 20 KB conda-forge
convertdate-2.1.3 | py_1000 30 KB conda-forge
curl-7.68.0 | hf8cf82a_0 137 KB conda-forge
krb5-1.16.4 | h2fd8d38_0 1.4 MB conda-forge
libcurl-7.68.0 | hda55be3_0 564 KB conda-forge
expat-2.2.9 | he1b5a44_2 191 KB conda-forge
binutils_linux-64-2.33.1 | h9595d00_17 21 KB conda-forge
python-dateutil-2.8.0 | py_0 219 KB conda-forge
matplotlib-base-3.1.0 | py36h5f35d83_0 6.7 MB conda-forge
pycurl-7.43.0.5 | py36h16ce93b_0 69 KB conda-forge
ld_impl_linux-64-2.33.1 | h53a641e_8 589 KB conda-forge
pystan-2.17.1.0 |py36hf2d7682_1004 14.0 MB conda-forge
ephem-3.7.7.1 | py36h516909a_0 722 KB conda-forge
------------------------------------------------------------
Total: 72.9 MB
The following NEW packages will be INSTALLED:
binutils_impl_linux-64: 2.33.1-h53a641e_8 conda-forge
binutils_linux-64: 2.33.1-h9595d00_17 conda-forge
convertdate: 2.1.3-py_1000 conda-forge
ephem: 3.7.7.1-py36h516909a_0 conda-forge
fbprophet: 0.6-py36he1b5a44_0 conda-forge
gcc_impl_linux-64: 7.3.0-habb00fd_1
gcc_linux-64: 7.3.0-h553295d_17 conda-forge
gettext: 0.19.8.1-hc5be6a0_1002 conda-forge
gxx_impl_linux-64: 7.3.0-hdf63c60_1
gxx_linux-64: 7.3.0-h553295d_17 conda-forge
holidays: 0.10.1-py_0 conda-forge
ld_impl_linux-64: 2.33.1-h53a641e_8 conda-forge
lunarcalendar: 0.0.9-py_0 conda-forge
matplotlib-base: 3.1.0-py36h5f35d83_0 conda-forge
pystan: 2.17.1.0-py36hf2d7682_1004 conda-forge
python_abi: 3.6-1_cp36m conda-forge
The following packages will be UPDATED:
ca-certificates: 2019.10.16-0 --> 2019.11.28-hecc5488_0 conda-forge
certifi: 2019.9.11-py36_0 --> 2019.11.28-py36h9f0ad1d_1 conda-forge
cryptography: 2.2.2-py36h14c3975_0 --> 2.8-py36h45558ae_2 conda-forge
curl: 7.60.0-h84994c4_0 --> 7.68.0-hf8cf82a_0 conda-forge
expat: 2.2.5-he0dffb1_0 --> 2.2.9-he1b5a44_2 conda-forge
glib: 2.56.1-h000015b_0 --> 2.58.3-h6f030ca_1002 conda-forge
krb5: 1.14.2-hcdc1b81_6 --> 1.16.4-h2fd8d38_0 conda-forge
libcurl: 7.60.0-h1ad7b7a_0 --> 7.68.0-hda55be3_0 conda-forge
libpng: 1.6.34-hb9fc6fc_0 --> 1.6.37-hed695b0_0 conda-forge
libssh2: 1.8.0-h9cfc8f7_4 --> 1.8.2-h22169c7_2 conda-forge
openssl: 1.0.2t-h7b6447c_1 --> 1.1.1d-h516909a_0 conda-forge
pycurl: 7.43.0.1-py36hb7f436b_0 --> 7.43.0.5-py36h16ce93b_0 conda-forge
pykerberos: 1.2.1-py36h14c3975_0 --> 1.2.1-py36h505690d_0 conda-forge
python: 3.6.5-hc3d631a_2 --> 3.6.7-h381d211_1004 conda-forge
python-dateutil: 2.7.3-py36_0 --> 2.8.0-py_0 conda-forge
qt: 5.9.6-h52aff34_0 --> 5.9.7-h5867ecd_1
sqlite: 3.23.1-he433501_0 --> 3.28.0-h8b20d00_0 conda-forge
tk: 8.6.7-hc745277_3 --> 8.6.10-hed695b0_0 conda-forge
Downloading and Extracting Packages
pykerberos-1.2.1 | 26 KB | ################################################################################ | 100%
python-3.6.7 | 34.5 MB | ################################################################################ | 100%
cryptography-2.8 | 628 KB | ################################################################################ | 100%
python_abi-3.6 | 4 KB | ################################################################################ | 100%
binutils_impl_linux- | 9.1 MB | ################################################################################ | 100%
certifi-2019.11.28 | 149 KB | ################################################################################ | 100%
gcc_linux-64-7.3.0 | 21 KB | ################################################################################ | 100%
gxx_linux-64-7.3.0 | 21 KB | ################################################################################ | 100%
fbprophet-0.6 | 642 KB | ################################################################################ | 100%
holidays-0.10.1 | 56 KB | ################################################################################ | 100%
tk-8.6.10 | 3.2 MB | ################################################################################ | 100%
lunarcalendar-0.0.9 | 20 KB | ################################################################################ | 100%
convertdate-2.1.3 | 30 KB | ################################################################################ | 100%
curl-7.68.0 | 137 KB | ################################################################################ | 100%
krb5-1.16.4 | 1.4 MB | ################################################################################ | 100%
libcurl-7.68.0 | 564 KB | ################################################################################ | 100%
expat-2.2.9 | 191 KB | ################################################################################ | 100%
binutils_linux-64-2. | 21 KB | ################################################################################ | 100%
python-dateutil-2.8. | 219 KB | ################################################################################ | 100%
matplotlib-base-3.1. | 6.7 MB | ################################################################################ | 100%
pycurl-7.43.0.5 | 69 KB | ################################################################################ | 100%
ld_impl_linux-64-2.3 | 589 KB | ################################################################################ | 100%
pystan-2.17.1.0 | 14.0 MB | ################################################################################ | 100%
ephem-3.7.7.1 | 722 KB | ################################################################################ | 100%
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
(python3) sh-4.2$
(python3) sh-4.2$
(python3) sh-4.2$
(python3) sh-4.2$ python
Python 3.6.7 | packaged by conda-forge | (default, Feb 28 2019, 09:07:38)
[GCC 7.3.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import fbprophet
>>>