在jupyter notebook中调用.ipynb文件
程序员文章站
2022-03-03 15:55:00
...
正常来说在jupyter notebook 中只能调用.py文件,要想要调用jupyter notebook自己的文件会报错。
Jupyter Notebook官网介绍了一种简单的方法:
http://jupyter-notebook.readthedocs.io/en/latest/examples/Notebook/Importing%20Notebooks.html
添加jupyter notebook解析文件
首先,创建一个python文件,例如Ipynb_importer.py,代码如下:
import io, os,sys,types
from IPython import get_ipython
from nbformat import read
from IPython.core.interactiveshell import InteractiveShell
class NotebookFinder(object):
"""Module finder that locates Jupyter Notebooks"""
def __init__(self):
self.loaders = {}
def find_module(self, fullname, path=None):
nb_path = find_notebook(fullname, path)
if not nb_path:
return
key = path
if path:
# lists aren't hashable
key = os.path.sep.join(path)
if key not in self.loaders:
self.loaders[key] = NotebookLoader(path)
return self.loaders[key]
def find_notebook(fullname, path=None):
"""find a notebook, given its fully qualified name and an optional path
This turns "foo.bar" into "foo/bar.ipynb"
and tries turning "Foo_Bar" into "Foo Bar" if Foo_Bar
does not exist.
"""
name = fullname.rsplit('.', 1)[-1]
if not path:
path = ['']
for d in path:
nb_path = os.path.join(d, name + ".ipynb")
if os.path.isfile(nb_path):
return nb_path
# let import Notebook_Name find "Notebook Name.ipynb"
nb_path = nb_path.replace("_", " ")
if os.path.isfile(nb_path):
return nb_path
class NotebookLoader(object):
"""Module Loader for Jupyter Notebooks"""
def __init__(self, path=None):
self.shell = InteractiveShell.instance()
self.path = path
def load_module(self, fullname):
"""import a notebook as a module"""
path = find_notebook(fullname, self.path)
print ("importing Jupyter notebook from %s" % path)
# load the notebook object
with io.open(path, 'r', encoding='utf-8') as f:
nb = read(f, 4)
# create the module and add it to sys.modules
# if name in sys.modules:
# return sys.modules[name]
mod = types.ModuleType(fullname)
mod.__file__ = path
mod.__loader__ = self
mod.__dict__['get_ipython'] = get_ipython
sys.modules[fullname] = mod
# extra work to ensure that magics that would affect the user_ns
# actually affect the notebook module's ns
save_user_ns = self.shell.user_ns
self.shell.user_ns = mod.__dict__
try:
for cell in nb.cells:
if cell.cell_type == 'code':
# transform the input to executable Python
code = self.shell.input_transformer_manager.transform_cell(cell.source)
# run the code in themodule
exec(code, mod.__dict__)
finally:
self.shell.user_ns = save_user_ns
return mod
sys.meta_path.append(NotebookFinder())
调用jupyter notebook module
只要在我们的工作目录下放置Ipynb_importer.py文件,就可以正常调用所有的jupyter notebook文件。 这种方法的本质就是使用一个jupyter notenook解析器先对.ipynb文件进行解析,把文件内的各个模块加载到内存里供其他python文件调用。
新建一个文件foo.ipynb
def foo():
print("foo")
再新建一个ipynb文件,调用foo这个文件
import Ipynb_importer
import foo
foo.foo()
运行结果如下:
importing Jupyter notebook from foo.ipynb
foo
推荐阅读
-
在Jupyter Notebook/Lab中添加R Kernel
-
用BAT脚本实现虚拟python环境下的jupyter notebook在特定文件夹下启动
-
切换路径在Jupyter里调用本地文件的操作
-
php在文件中调用另一个类(.php),写什么能输出调用的内容在哪一行啊
-
在ipython notebook中调用ggplot的三种不同的方法
-
在thinkphp中调用公共文件common.php中的方法
-
virtualenv中运行的jupyter notebook,在import pandas时报错,ImportError: No module named 'pandas'
-
一行代码调用其他.ipynb文件中的module
-
在 Jupyter 中运行.py文件
-
python学习系列二:jupyter notebook中调用其他.ipynb模块内的变量或者函数