Add support for jupyter notebook

pipreqs/pipreqs.py

@@ -46,6 +46,7 @@ from docopt import docopt
 import requests
 from yarg import json2package
 from yarg.exceptions import HTTPError
+from nbconvert import PythonExporter
 
 from pipreqs import __version__
 
@@ -100,7 +101,8 @@ def get_all_imports(
     raw_imports = set()
     candidates = []
     ignore_errors = False
-    ignore_dirs = [".hg", ".svn", ".git", ".tox", "__pycache__", "env", "venv"]
+    ignore_dirs = [".hg", ".svn", ".git", ".tox", "__pycache__",
+                   "env", "venv", ".ipynb_checkpoints"]
 
     if extra_ignore_dirs:
         ignore_dirs_parsed = []
@@ -113,13 +115,21 @@ def get_all_imports(
         dirs[:] = [d for d in dirs if d not in ignore_dirs]
 
         candidates.append(os.path.basename(root))
-        files = [fn for fn in files if os.path.splitext(fn)[1] == ".py"]
+        files = [fn for fn in files if filter_ext(fn, [".py", ".ipynb"])]
+
+        candidates = list(map(
+            lambda fn: os.path.splitext(fn)[0],
+            filter(lambda fn: filter_ext(fn, [".py"]), files)
+        ))
 
-        candidates += [os.path.splitext(fn)[0] for fn in files]
         for file_name in files:
             file_name = os.path.join(root, file_name)
+            contents = ''
+            if filter_ext(file_name, [".py"]):
                 with open_func(file_name, "r", encoding=encoding) as f:
                     contents = f.read()
+            elif filter_ext(file_name, [".ipynb"]):
+                contents = ipynb_2_py(file_name, encoding=encoding)
             try:
                 tree = ast.parse(contents)
                 for node in ast.walk(tree):
@@ -135,6 +145,10 @@ def get_all_imports(
                     continue
                 else:
                     logging.error("Failed on file: %s" % file_name)
+                    if filter_ext(file_name, [".ipynb"]):
+                        logging.error(
+                            "Magic command without % might be failed"
+                        )
                     raise exc
 
     # Clean up imports
@@ -161,6 +175,28 @@ def filter_line(line):
     return len(line) > 0 and line[0] != "#"
 
 
+def filter_ext(file_name, acceptable):
+    return os.path.splitext(file_name)[1] in acceptable
+
+
+def ipynb_2_py(file_name, encoding=None):
+    """
+
+    Args:
+        file_name (str): notebook file path to parse as python script
+        encoding  (str): encoding of file
+
+    Returns:
+        str: parsed string
+
+    """
+
+    exporter = PythonExporter()
+    (body, _) = exporter.from_filename(file_name)
+
+    return body.encode(encoding if encoding is not None else "utf-8")
+
+
 def generate_requirements_file(path, imports):
     with _open(path, "w") as out_file:
         logging.debug('Writing {num} requirements: {imports} to {file}'.format(

requirements.txt

@@ -1,3 +1,5 @@
 wheel==0.23.0
 Yarg==0.1.9
 docopt==0.6.2
+nbconvert==5.4.1
+ipython==5.4.1

setup.py

@@ -17,7 +17,7 @@ with open('HISTORY.rst') as history_file:
     history = history_file.read().replace('.. :changelog:', '')
 
 requirements = [
-    'docopt', 'yarg'
+    'docopt', 'yarg', 'nbconvert', 'ipython'
 ]
 
 setup(

tests/_data_notebook/markdown_test.ipynb

@@ -0,0 +1,37 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Markdown test\n",
+    "import sklearn\n",
+    "\n",
+    "```python\n",
+    "import FastAPI\n",
+    "```"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}

tests/_data_notebook/test.ipynb

@@ -0,0 +1,102 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\"\"\"unused import\"\"\"\n",
+    "# pylint: disable=undefined-all-variable, import-error, no-absolute-import, too-few-public-methods, missing-docstring\n",
+    "import xml.etree  # [unused-import]\n",
+    "import xml.sax  # [unused-import]\n",
+    "import os.path as test  # [unused-import]\n",
+    "from sys import argv as test2  # [unused-import]\n",
+    "from sys import flags  # [unused-import]\n",
+    "# +1:[unused-import,unused-import]\n",
+    "from collections import deque, OrderedDict, Counter\n",
+    "# All imports above should be ignored\n",
+    "import requests  # [unused-import]\n",
+    "\n",
+    "# setuptools\n",
+    "import zipimport  # command/easy_install.py\n",
+    "\n",
+    "# twisted\n",
+    "from importlib import invalidate_caches  # python/test/test_deprecate.py\n",
+    "\n",
+    "# astroid\n",
+    "import zipimport  # manager.py\n",
+    "# IPython\n",
+    "from importlib.machinery import all_suffixes  # core/completerlib.py\n",
+    "import importlib  # html/notebookapp.py\n",
+    "\n",
+    "from IPython.utils.importstring import import_item  # Many files\n",
+    "\n",
+    "# pyflakes\n",
+    "# test/test_doctests.py\n",
+    "from pyflakes.test.test_imports import Test as TestImports\n",
+    "\n",
+    "# Nose\n",
+    "from nose.importer import Importer, add_path, remove_path  # loader.py\n",
+    "\n",
+    "import atexit\n",
+    "from __future__ import print_function\n",
+    "from docopt import docopt\n",
+    "import curses, logging, sqlite3\n",
+    "import logging\n",
+    "import os\n",
+    "import sqlite3\n",
+    "import time\n",
+    "import sys\n",
+    "import signal\n",
+    "import bs4\n",
+    "import nonexistendmodule\n",
+    "import boto as b, peewee as p\n",
+    "# import django\n",
+    "import flask.ext.somext  # # #\n",
+    "from sqlalchemy import model"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "try:\n",
+    "    import ujson as json\n",
+    "except ImportError:\n",
+    "    import json\n",
+    "\n",
+    "import models\n",
+    "\n",
+    "\n",
+    "def main():\n",
+    "    pass\n",
+    "\n",
+    "import after_method_is_valid_even_if_not_pep8"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}

tests/_invalid_data_notebook/invalid.ipynb

@@ -0,0 +1,34 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cd ."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}

tests/test_pipreqs.py

@@ -27,9 +27,13 @@ class TestPipreqs(unittest.TestCase):
         self.project_invalid = os.path.join(os.path.dirname(__file__), "_invalid_data")
         self.project_with_ignore_directory = os.path.join(os.path.dirname(__file__), "_data_ignore")
         self.project_with_duplicated_deps = os.path.join(os.path.dirname(__file__), "_data_duplicated_deps")
+        self.project_with_notebooks = os.path.join(os.path.dirname(__file__), "_data_notebook")
+        self.project_with_invalid_notebooks = os.path.join(os.path.dirname(__file__), "_invalid_data_notebook")
         self.requirements_path = os.path.join(self.project, "requirements.txt")
         self.alt_requirement_path = os.path.join(
             self.project, "requirements2.txt")
+        self.compatible_files_path = {"original": os.path.join(os.path.dirname(__file__), "_data/test.py"),
+                                      "notebook": os.path.join(os.path.dirname(__file__), "_data_notebook/test.ipynb")}
 
     def test_get_all_imports(self):
         imports = pipreqs.get_all_imports(self.project)
@@ -200,6 +204,49 @@ class TestPipreqs(unittest.TestCase):
             for item in ['beautifulsoup4==4.8.1', 'boto==2.49.0']:
                 self.assertFalse(item.lower() in data)
 
+    def test_import_notebooks(self):
+        """
+        Test the function get_all_imports() using .ipynb file
+        """
+        imports = pipreqs.get_all_imports(self.project_with_notebooks, encoding="utf-8")
+        self.assertEqual(len(imports), 13)
+        for item in imports:
+            self.assertTrue(
+                item.lower() in self.modules, "Import is missing: " + item)
+        self.assertFalse("time" in imports)
+        self.assertFalse("logging" in imports)
+        self.assertFalse("curses" in imports)
+        self.assertFalse("__future__" in imports)
+        self.assertFalse("django" in imports)
+        self.assertFalse("models" in imports)
+        self.assertFalse("FastAPI" in imports)
+        self.assertFalse("sklearn" in imports)
+
+    def test_invalid_notebook(self):
+        """
+        Test that invalid notebook files cannot be imported.
+        """
+        self.assertRaises(SyntaxError, pipreqs.get_all_imports, self.project_with_invalid_notebooks)
+
+    def test_ipynb_2_py(self):
+        """
+        Test the function ipynb_2_py() which converts .ipynb file to .py format
+        """
+        expected = pipreqs.get_all_imports(self.compatible_files_path["original"])
+        parsed = pipreqs.get_all_imports(self.compatible_files_path["notebook"])
+        self.assertEqual(expected, parsed)
+
+        parsed = pipreqs.get_all_imports(self.compatible_files_path["notebook"], encoding="utf-8")
+        self.assertEqual(expected, parsed)
+
+    def test_filter_ext(self):
+        """
+        Test the  function filter_ext()
+        """
+        self.assertTrue(pipreqs.filter_ext("main.py", [".py"]))
+        self.assertTrue(pipreqs.filter_ext("main.py", [".py", ".ipynb"]))
+        self.assertFalse(pipreqs.filter_ext("main.py", [".ipynb"]))
+
     def tearDown(self):
         """
         Remove requiremnts.txt files that were written