ERROR! ImportError: cannot import name 'UMAP' from 'umap'

[Jad-Shahine]

I am having a problem when importing “from bertopic._bertopic import BERTopic”
I have deployed my app and i get the following error ERROR! ImportError: cannot import name ‘UMAP’ from ‘umap’.

GitHub - Jad-Shahine/Capstone-Streamlit

 ❱ 1 from bertopic._bertopic import BERTopic                                   

    2                                                                           

    3 __version__ = "0.16.0"                                                    

    4                                                                           

  /home/adminuser/venv/lib/python3.11/site-packages/bertopic/_bertopic.py:38    

  in <module>                                                                   

      35                                                                        

      36 # Models                                                               

      37 import hdbscan                                                         

  ❱   38 from umap import UMAP                                                  

      39 from sklearn.preprocessing import normalize                            

      40 from sklearn import __version__ as sklearn_version                     

      41 from sklearn.cluster import AgglomerativeClustering                    

────────────────────────────────────────────────────────────────────────────────

ImportError: cannot import name 'UMAP' from 'umap' 

(/home/adminuser/venv/lib/python3.11/site-packages/umap/__init__.py)

2024-04-19 21:35:38.844 503 GET /script-health-check (10.12.38.47) 381.88ms

[nltk_data] Downloading package punkt to /home/appuser/nltk_data...

[nltk_data]   Package punkt is already up-to-date!

[nltk_data] Downloading package stopwords to

[nltk_data]     /home/appuser/nltk_data...

[nltk_data]   Package stopwords is already up-to-date!

[nltk_data] Downloading package wordnet to /home/appuser/nltk_data...

[nltk_data]   Package wordnet is already up-to-date!

[nltk_data] Downloading package averaged_perceptron_tagger to

[nltk_data]     /home/appuser/nltk_data...

[nltk_data]   Package averaged_perceptron_tagger is already up-to-

[nltk_data]       date!

[nltk_data] Downloading package maxent_ne_chunker to

[nltk_data]     /home/appuser/nltk_data...

[nltk_data]   Package maxent_ne_chunker is already up-to-date!

[nltk_data] Downloading package words to /home/appuser/nltk_data...

[nltk_data]   Package words is already up-to-date!

────────────────────── Traceback (most recent call last) ───────────────────────

  /home/adminuser/venv/lib/python3.11/site-packages/streamlit/runtime/scriptru  

  nner/script_runner.py:584 in _run_script                                      

  /mount/src/capstone-streamlit/mezyan_reviews_streamlit.py:67 in <module>      

     64 from transformers import TFAutoModelForSequenceClassification           

     65 from transformers import AutoTokenizer, AutoConfig                      

     66 from scipy.special import softmax                                       

  ❱  67 from bertopic import BERTopic                                           

     68 MODEL = f"cardiffnlp/twitter-roberta-base-sentiment-latest"             

     69 tokenizer = AutoTokenizer.from_pretrained(MODEL)                        

     70 config = AutoConfig.from_pretrained(MODEL)                              

  /home/adminuser/venv/lib/python3.11/site-packages/bertopic/__init__.py:1 in   

  <module>                                                                      

  ❱ 1 from bertopic._bertopic import BERTopic                                   

    2                                                                           

    3 __version__ = "0.16.0"                                                    

    4                                                                           

  /home/adminuser/venv/lib/python3.11/site-packages/bertopic/_bertopic.py:38    

  in <module>                                                                   

      35                                                                        

      36 # Models                                                               

      37 import hdbscan                                                         

  ❱   38 from umap import UMAP                                                  

      39 from sklearn.preprocessing import normalize                            

      40 from sklearn import __version__ as sklearn_version                     

      41 from sklearn.cluster import AgglomerativeClustering                    

────────────────────────────────────────────────────────────────────────────────

ImportError: cannot import name 'UMAP' from 'umap' 

(/home/adminuser/venv/lib/python3.11/site-packages/umap/__init__.py)

[ShruAgarwal]

Hey @Jad-Shahine
Hope you’re doing well!

Didn’t you upload the .py file where you’ve written all the above code during app deployment? Because I can’t seem to find the above code anywhere in your attached GitHub repo.

Make sure to upload the file if you haven’t yet. Also, please add import streamlit as st in your main app script mezyan_reviews_streamlit.py file.

Let me know your further queries!
Thanks,
Shruti

[Jad-Shahine]

Hello, thank you for replying. Apologies i was trying something.

I have reuploaded the file. the issue with UMAP was fixed however i have a new issue with importing BERTopic. I get the following error

ImportError: cannot import name 'BERTopic' from partially initialized module 

'bertopic' (most likely due to a circular import) 

(/home/adminuser/venv/lib/python3.12/site-packages/bertopic/__init__.py)

i have even tried a new app that only has
import streamlit as st
from bertopic import BERTopic

and i get the same error