我有pandas 2.2.2
,, numpy 2.0.0
和statsmodels 0.14.2
当我做 :
import statsmodels
ValueError:numpy.dtype 大小已更改,可能表示二进制不兼容。预期 C 标头为 96,PyObject 为 88
我收到此错误:
Traceback (most recent call last): File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
return _run_code(code, main_globals, None,
File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
exec(code, run_globals)
File "/usr/local/lib/python3.10/dist-packages/colab_kernel_launcher.py", line 37, in <module>
ColabKernelApp.launch_instance()
File "/usr/local/lib/python3.10/dist-packages/traitlets/config/application.py", line 992, in launch_instance
app.start()
File "/usr/local/lib/python3.10/dist-packages/ipykernel/kernelapp.py", line 619, in start
self.io_loop.start()
File "/usr/local/lib/python3.10/dist-packages/tornado/platform/asyncio.py", line 195, in start
self.asyncio_loop.run_forever()
File "/usr/lib/python3.10/asyncio/base_events.py", line 603, in run_forever
self._run_once()
File "/usr/lib/python3.10/asyncio/base_events.py", line 1909, in _run_once
handle._run()
File "/usr/lib/python3.10/asyncio/events.py", line 80, in _run
self._context.run(self._callback, *self._args)
File "/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py", line 685, in <lambda>
lambda f: self._run_callback(functools.partial(callback, future))
File "/usr/local/lib/python3.10/dist-packages/tornado/ioloop.py", line 738, in _run_callback
ret = callback()
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 825, in inner
self.ctx_run(self.run)
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 786, in run
yielded = self.gen.send(value)
File "/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py", line 361, in process_one
yield gen.maybe_future(dispatch(*args))
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 234, in wrapper
yielded = ctx_run(next, result)
File "/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py", line 261, in dispatch_shell
yield gen.maybe_future(handler(stream, idents, msg))
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 234, in wrapper
yielded = ctx_run(next, result)
File "/usr/local/lib/python3.10/dist-packages/ipykernel/kernelbase.py", line 539, in execute_request
self.do_execute(
File "/usr/local/lib/python3.10/dist-packages/tornado/gen.py", line 234, in wrapper
yielded = ctx_run(next, result)
File "/usr/local/lib/python3.10/dist-packages/ipykernel/ipkernel.py", line 302, in do_execute
res = shell.run_cell(code, store_history=store_history, silent=silent)
File "/usr/local/lib/python3.10/dist-packages/ipykernel/zmqshell.py", line 539, in run_cell
return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 2975, in run_cell
result = self._run_cell(
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3030, in _run_cell
return runner(coro)
File "/usr/local/lib/python3.10/dist-packages/IPython/core/async_helpers.py", line 78, in _pseudo_sync_runner
coro.send(None)
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3257, in run_cell_async
has_raised = await self.run_ast_nodes(code_ast.body, cell_name,
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3473, in run_ast_nodes
if (await self.run_code(code, result, async_=asy)):
File "/usr/local/lib/python3.10/dist-packages/IPython/core/interactiveshell.py", line 3553, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "<ipython-input-5-45ac93bcfff8>", line 1, in <cell line: 1>
import statsmodels
File "/usr/local/lib/python3.10/dist-packages/statsmodels/__init__.py", line 1, in <module>
from statsmodels.compat.patsy import monkey_patch_cat_dtype
File "/usr/local/lib/python3.10/dist-packages/statsmodels/compat/__init__.py", line 1, in <module>
from statsmodels.tools._testing import PytestTester
File "/usr/local/lib/python3.10/dist-packages/statsmodels/tools/__init__.py", line 1, in <module>
from .tools import add_constant, categorical
File "/usr/local/lib/python3.10/dist-packages/statsmodels/tools/tools.py", line 5, in <module>
import pandas as pd
File "/usr/local/lib/python3.10/dist-packages/pandas/__init__.py", line 26, in <module>
from pandas.compat import (
File "/usr/local/lib/python3.10/dist-packages/pandas/compat/__init__.py", line 27, in <module>
from pandas.compat.pyarrow import (
File "/usr/local/lib/python3.10/dist-packages/pandas/compat/pyarrow.py", line 8, in <module>
import pyarrow as pa
File "/usr/local/lib/python3.10/dist-packages/pyarrow/__init__.py", line 65, in <module>
import pyarrow.lib as _lib
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
AttributeError: _ARRAY_API not found
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-5-45ac93bcfff8> in <cell line: 1>()
----> 1 import statsmodels
10 frames
/usr/local/lib/python3.10/dist-packages/numpy/random/_pickle.py in <module>
----> 1 from .mtrand import RandomState
2 from ._philox import Philox
3 from ._pcg64 import PCG64, PCG64DXSM
4 from ._sfc64 import SFC64
5
numpy/random/mtrand.pyx in init numpy.random.mtrand()
ValueError: numpy.dtype size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject
最佳答案
1
我暂时找到了一个解决方案:
我需要降级numpy
到版本1.26.4
pip install numpy==1.26.4
降级后重新启动会话numpy
能够成功导入统计模型。
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