ImportError: cannot import name 'import_array_module' from 'narwhals._pandas_like.utils'

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### Desribe the bug

coding:
fig1 = topic_model.visualize_topics()
fig1.write_html("output/visualize_topics.html")
report error:
---------------------------------------------------------------------------
ImportError Traceback (most recent call last)
Cell In[42], line 1
----> 1 fig1 = topic_model.visualize_topics()
2 fig1.write_html("output/visualize_topics.html")

File D:\workProgram\miniconda3\envs\net_work\lib\site-packages\bertopic\_bertopic.py:2442, in BERTopic.visualize_topics(self, topics, top_n_topics, use_ctfidf, custom_labels, title, width, height)
2409 """Visualize topics, their sizes, and their corresponding words.
2410
2411 This visualization is highly inspired by LDAvis, a great visualization
(...)
2439 ```
2440 """
2441 check_is_fitted(self)
-> 2442 return plotting.visualize_topics(
2443 self,
2444 topics=topics,
2445 top_n_topics=top_n_topics,
2446 use_ctfidf=use_ctfidf,
2447 custom_labels=custom_labels,
2448 title=title,
2449 width=width,
2450 height=height,
2451 )

File D:\workProgram\miniconda3\envs\net_work\lib\site-packages\bertopic\plotting\_topics.py:118, in visualize_topics(topic_model, topics, top_n_topics, use_ctfidf, custom_labels, title, width, height)
108 # Visualize with plotly
109 df = pd.DataFrame(
110 {
111 "x": embeddings[:, 0],
(...)
116 }
117 )
--> 118 return _plotly_topic_visualization(df, topic_list, title, width, height)

File D:\workProgram\miniconda3\envs\net_work\lib\site-packages\bertopic\plotting\_topics.py:142, in _plotly_topic_visualization(df, topic_list, title, width, height)
136 y_range = (
137 df.y.min() - abs((df.y.min()) * 0.15),
138 df.y.max() + abs((df.y.max()) * 0.15),
139 )
141 # Plot topics
--> 142 fig = px.scatter(
143 df,
144 x="x",
145 y="y",
146 size="Size",
147 size_max=40,
148 template="simple_white",
149 labels={"x": "", "y": ""},
150 hover_data={"Topic": True, "Words": True, "Size": True, "x": False, "y": False},
151 )
152 fig.update_traces(marker=dict(color="#B0BEC5", line=dict(width=2, color="DarkSlateGrey")))
154 # Update hover order

File D:\workProgram\miniconda3\envs\net_work\lib\site-packages\plotly\express\_chart_types.py:69, in scatter(data_frame, x, y, color, symbol, size, hover_name, hover_data, custom_data, text, facet_row, facet_col, facet_col_wrap, facet_row_spacing, facet_col_spacing, error_x, error_x_minus, error_y, error_y_minus, animation_frame, animation_group, category_orders, labels, orientation, color_discrete_sequence, color_discrete_map, color_continuous_scale, range_color, color_continuous_midpoint, symbol_sequence, symbol_map, opacity, size_max, marginal_x, marginal_y, trendline, trendline_options, trendline_color_override, trendline_scope, log_x, log_y, range_x, range_y, render_mode, title, subtitle, template, width, height)
62 """
63 In a scatter plot, each row of `data_frame` is represented by a symbol
64 mark in 2D space.
65 """
66 return make_figure(args=locals(), constructor=go.Scatter)
---> 69 scatter.__doc__ = make_docstring(scatter, append_dict=_cartesian_append_dict)
72 def density_contour(
73 data_frame=None,
74 x=None,
(...)
110 height=None,
111 ) -> go.Figure:
112 """
113 In a density contour plot, rows of `data_frame` are grouped together
114 into contour marks to visualize the 2D distribution of an aggregate
115 function `histfunc` (e.g. the count or sum) of the value `z`.
116 """

File D:\workProgram\miniconda3\envs\net_work\lib\site-packages\plotly\express\_core.py:2479, in make_figure(args, constructor, trace_patch, layout_patch)
2471 """
2472 Translates the spacing errors thrown by the underlying make_subplots
2473 routine into one that describes an argument adjustable through px.
2474 """
2475 if ("%s spacing" % (direction,)) in e.args[0]:
2476 e.args = (
2477 e.args[0]
2478 + """
-> 2479 Use the {facet_arg} argument to adjust this spacing.""".format(
2480 facet_arg=facet_arg
2481 ),
2482 )
2483 raise e

File D:\workProgram\miniconda3\envs\net_work\lib\site-packages\plotly\express\_core.py:1496, in build_dataframe(args, constructor)
1494 if df_provided:
1495 if isinstance(df_input.index, pd.MultiIndex):
-> 1496 raise TypeError(
1497 "Data frame index is a pandas MultiIndex. "
1498 "pandas MultiIndex is not supported by plotly express "
1499 "at the moment."
1500 )
1501 args["wide_cross"] = df_input.index
1502 else:

File D:\workProgram\miniconda3\envs\net_work\lib\site-packages\narwhals\stable\v1\__init__.py:1620, in from_native(native_object, strict, pass_through, eager_only, eager_or_interchange_only, series_only, allow_series)
1613 return native_object
1615 pass_through = validate_strict_and_pass_though(
1616 strict, pass_through, pass_through_default=False, emit_deprecation_warning=False
1617 )
1619 result = _from_native_impl(
-> 1620 native_object,
1621 pass_through=pass_through,
1622 eager_only=eager_only,
1623 eager_or_interchange_only=eager_or_interchange_only,
1624 series_only=series_only,
1625 allow_series=allow_series,
1626 version=Version.V1,
1627 )
1628 return _stableify(result)

File D:\workProgram\miniconda3\envs\net_work\lib\site-packages\narwhals\translate.py:492, in _from_native_impl(native_object, pass_through, eager_only, eager_or_interchange_only, series_only, allow_series, version)
490 # pandas
491 elif is_pandas_dataframe(native_object):
--> 492 from narwhals._pandas_like.dataframe import PandasLikeDataFrame
494 if series_only:
495 if not pass_through:

File D:\workProgram\miniconda3\envs\net_work\lib\site-packages\narwhals\_pandas_like\dataframe.py:11
9 from narwhals._compliant import EagerDataFrame
10 from narwhals._pandas_like.series import PANDAS_TO_NUMPY_DTYPE_MISSING, PandasLikeSeries
---> 11 from narwhals._pandas_like.utils import (
12 align_and_extract_native,
13 get_dtype_backend,
14 import_array_module,
15 iter_dtype_backends,
16 native_to_narwhals_dtype,
17 object_native_to_narwhals_dtype,
18 rename,
19 select_columns_by_name,
20 set_index,
21 )
22 from narwhals._typing_compat import assert_never
23 from narwhals._utils import (
24 Implementation,
25 _into_arrow_table,
(...)
32 zip_strict,
33 )

ImportError: cannot import name 'import_array_module' from 'narwhals._pandas_like.utils' (D:\workProgram\miniconda3\envs\net_work\lib\site-packages\narwhals\_pandas_like\utils.py)

### Reproduction

```python
from bertopic import BERTopic

```

### BERTopic Version

0.17.3

Start at bertopic/plotting/_topics.py, especially visualize_topics and _plotly_topic_visualization, then follow the traceback into narwhals._pandas_like.dataframe. Reproduce the failure with the supplied BERTopic snippet and inspect the installed dependency versions; done means visualize_topics completes without the reported ImportError.

Written by the indexing model from the issue text.