cannot import umap on my MacBook Pro M1 laptop

[powerhorse1986]

Hi,

I was working with a python script, and I encountered an import error shown as the following:

---

ImportError Traceback (most recent call last)
Cell In[6], line 3
1 import openai
2 import pandas as pd
----> 3 from umap import umap_ as UMAP
4 from hdbscan import HDBSCAN
5 from bertopic.representation import OpenAI

File ~/anaconda3/envs/bertopic/lib/python3.9/site-packages/umap/init.py:2
1 from warnings import warn, catch_warnings, simplefilter
----> 2 from .umap_ import UMAP
4 try:
5 with catch_warnings():

File ~/anaconda3/envs/bertopic/lib/python3.9/site-packages/umap/umap_.py:10
7 from warnings import warn
8 import time
---> 10 from scipy.optimize import curve_fit
11 from sklearn.base import BaseEstimator
12 from sklearn.utils import check_random_state, check_array

File ~/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/optimize/init.py:400
1 """
2 =====================================================
3 Optimization and root finding (:mod:scipy.optimize)
(...)
397 :mod:Additional information on the nonlinear solvers <scipy.optimize.nonlin>
398 """
--> 400 from .optimize import *
401 from ._minimize import *
402 from ._root import *

File ~/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/optimize/optimize.py:36
32 import numpy as np
33 from .linesearch import (line_search_wolfe1, line_search_wolfe2,
34 line_search_wolfe2 as line_search,
35 LineSearchWarning)
---> 36 from ._numdiff import approx_derivative
37 from scipy._lib._util import getfullargspec_no_self as _getfullargspec
38 from scipy._lib._util import MapWrapper

File ~/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/optimize/_numdiff.py:6
3 import numpy as np
4 from numpy.linalg import norm
----> 6 from scipy.sparse.linalg import LinearOperator
7 from ..sparse import issparse, csc_matrix, csr_matrix, coo_matrix, find
8 from ._group_columns import group_dense, group_sparse

File ~/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/sparse/linalg/init.py:111
1 """
2 Sparse linear algebra (:mod:scipy.sparse.linalg)
3 ==================================================
(...)
108
109 """
--> 111 from .isolve import *
112 from .dsolve import *
113 from .interface import *

File ~/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/sparse/linalg/isolve/init.py:4
1 "Iterative Solvers for Sparse Linear Systems"
3 #from info import doc
----> 4 from .iterative import *
5 from .minres import minres
6 from .lgmres import lgmres

File ~/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/sparse/linalg/isolve/iterative.py:8
5 import warnings
6 import numpy as np
----> 8 from . import _iterative
10 from scipy.sparse.linalg.interface import LinearOperator
11 from .utils import make_system

ImportError: dlopen(/Users/lima/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/sparse/linalg/isolve/_iterative.cpython-39-darwin.so, 0x0002): Library not loaded: @rpath/liblapack.3.dylib
Referenced from: /Users/lima/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/sparse/linalg/isolve/_iterative.cpython-39-darwin.so
Reason: tried: '/Users/lima/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/sparse/linalg/isolve/../../../../../../liblapack.3.dylib' (no such file), '/Users/lima/anaconda3/envs/bertopic/lib/python3.9/site-packages/scipy/sparse/linalg/isolve/../../../../../../liblapack.3.dylib' (no such file), '/Users/lima/anaconda3/envs/bertopic/bin/../lib/liblapack.3.dylib' (no such file), '/Users/lima/anaconda3/envs/bertopic/bin/../lib/liblapack.3.dylib' (no such file), '/usr/local/lib/liblapack.3.dylib' (no such file), '/usr/lib/liblapack.3.dylib' (no such file, not in dyld cache)

May I know how to fix this problem?

Thank you.