# -*- coding: utf-8 -*- # Author: Óscar Nájera # License: 3-clause BSD """ ======================== Backreferences Generator ======================== Reviews generated example files in order to keep track of used modules """ from __future__ import print_function import ast import os # Try Python 2 first, otherwise load from Python 3 try: import cPickle as pickle except ImportError: import pickle class NameFinder(ast.NodeVisitor): """Finds the longest form of variable names and their imports in code Only retains names from imported modules. """ def __init__(self): super(NameFinder, self).__init__() self.imported_names = {} self.accessed_names = set() def visit_Import(self, node, prefix=''): for alias in node.names: local_name = alias.asname or alias.name self.imported_names[local_name] = prefix + alias.name def visit_ImportFrom(self, node): self.visit_Import(node, node.module + '.') def visit_Name(self, node): self.accessed_names.add(node.id) def visit_Attribute(self, node): attrs = [] while isinstance(node, ast.Attribute): attrs.append(node.attr) node = node.value if isinstance(node, ast.Name): # This is a.b, not e.g. a().b attrs.append(node.id) self.accessed_names.add('.'.join(reversed(attrs))) else: # need to get a in a().b self.visit(node) def get_mapping(self): for name in self.accessed_names: local_name = name.split('.', 1)[0] remainder = name[len(local_name):] if local_name in self.imported_names: # Join import path to relative path full_name = self.imported_names[local_name] + remainder yield name, full_name def get_short_module_name(module_name, obj_name): """ Get the shortest possible module name """ parts = module_name.split('.') short_name = module_name for i in range(len(parts) - 1, 0, -1): short_name = '.'.join(parts[:i]) try: exec('from %s import %s' % (short_name, obj_name)) except Exception: # libraries can throw all sorts of exceptions... # get the last working module name short_name = '.'.join(parts[:(i + 1)]) break return short_name def identify_names(code): """Builds a codeobj summary by identifying and resolving used names >>> code = ''' ... from a.b import c ... import d as e ... print(c) ... e.HelloWorld().f.g ... ''' >>> for name, o in sorted(identify_names(code).items()): ... print(name, o['name'], o['module'], o['module_short']) c c a.b a.b e.HelloWorld HelloWorld d d """ finder = NameFinder() finder.visit(ast.parse(code)) example_code_obj = {} for name, full_name in finder.get_mapping(): # name is as written in file (e.g. np.asarray) # full_name includes resolved import path (e.g. numpy.asarray) module, attribute = full_name.rsplit('.', 1) # get shortened module name module_short = get_short_module_name(module, attribute) cobj = {'name': attribute, 'module': module, 'module_short': module_short} example_code_obj[name] = cobj return example_code_obj def scan_used_functions(example_file, gallery_conf): """save variables so we can later add links to the documentation""" example_code_obj = identify_names(open(example_file).read()) if example_code_obj: codeobj_fname = example_file[:-3] + '_codeobj.pickle' with open(codeobj_fname, 'wb') as fid: pickle.dump(example_code_obj, fid, pickle.HIGHEST_PROTOCOL) backrefs = set('{module_short}.{name}'.format(**entry) for entry in example_code_obj.values() if entry['module'].startswith(gallery_conf['doc_module'])) return backrefs THUMBNAIL_TEMPLATE = """ .. raw:: html
.. only:: html .. figure:: /{thumbnail} :ref:`sphx_glr_{ref_name}` .. raw:: html
""" BACKREF_THUMBNAIL_TEMPLATE = THUMBNAIL_TEMPLATE + """ .. only:: not html * :ref:`sphx_glr_{ref_name}` """ def _thumbnail_div(full_dir, fname, snippet, is_backref=False): """Generates RST to place a thumbnail in a gallery""" thumb = os.path.join(full_dir, 'images', 'thumb', 'sphx_glr_%s_thumb.png' % fname[:-3]) ref_name = os.path.join(full_dir, fname).replace(os.path.sep, '_') template = BACKREF_THUMBNAIL_TEMPLATE if is_backref else THUMBNAIL_TEMPLATE return template.format(snippet=snippet, thumbnail=thumb, ref_name=ref_name) def write_backreferences(seen_backrefs, gallery_conf, target_dir, fname, snippet): """Writes down back reference files, which include a thumbnail list of examples using a certain module""" example_file = os.path.join(target_dir, fname) backrefs = scan_used_functions(example_file, gallery_conf) for backref in backrefs: include_path = os.path.join(gallery_conf['mod_example_dir'], '%s.examples' % backref) seen = backref in seen_backrefs with open(include_path, 'a' if seen else 'w') as ex_file: if not seen: heading = '\n\nExamples using ``%s``' % backref ex_file.write(heading + '\n') ex_file.write('^' * len(heading) + '\n') ex_file.write(_thumbnail_div(target_dir, fname, snippet, is_backref=True)) seen_backrefs.add(backref)