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import_notebooks.py
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import_notebooks.py
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#!/usr/bin/env python
# Settings and definitions for fuzzingbook notebooks
# We want to import notebooks as modules
# Source: http://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Importing%20Notebooks.html
import io, os, sys, types, re
from IPython import get_ipython
from nbformat import read
from IPython.core.interactiveshell import InteractiveShell
import linecache
import ast
# To avoid re-running notebook computations during import,
# we only import code cells that match this regular expression
# i.e. definitions of functions, classes, UPPERCASE_VARIABLES, and imports
RE_CODE = re.compile(r"^(def |class |@|[A-Z0-9_]* = |import |from )")
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
self.lines = {}
def load_module(self, fullname):
self.lines[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__
codecells = [self.shell.input_transformer_manager.transform_cell(cell.source)
for cell in nb.cells if cell.cell_type == 'code']
source = [code for code in codecells if RE_CODE.match(code)]
lno = 1
try:
for code in source:
parsed = ast.parse(code, filename=path, mode='exec')
ast.increment_lineno(parsed, n=lno)
exec(compile(parsed, path, 'exec'), mod.__dict__)
lno += len(code.split('\n'))
self.lines[fullname] = '\n'.join(source)
p = len(self.lines[fullname].split('\n')) + 1
assert lno == p
finally:
self.shell.user_ns = save_user_ns
data = self.lines[fullname]
linecache.cache[path] = (len(data), None,
[line+'\n' for line in data.splitlines()],
fullname)
return mod
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]
sys.meta_path.append(NotebookFinder())