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#!/usr/bin/env python
"""
This program will generate .pyi files for all the VTK modules
in the "vtkmodules" package (or whichever package you specify).
These files are used for type checking and autocompletion in
some Python IDEs.
The VTK modules must be in Python's path when you run this script.
Options are as follows:
-p PACKAGE The package to generate .pyi files for [vtkmodules]
-o OUTPUT The output directory [default is the package directory]
-e EXT The file suffix [.pyi]
-h HELP
With no arguments, the script runs with the defaults (the .pyi files
are put inside the existing vtkmodules package). This is equivalent
to the following:
vtk_generate_pyi.py -p vtkmodules
To put the pyi files somewhere else, perhaps with a different suffix:
vtk_generate_pyi.py -o /path/to/vtkmodules -e .pyi
To generate pyi files for just one or two modules:
vtk_generate_pyi.py -p vtkmodules vtkCommonCore vtkCommonDataModel
To generate pyi files for your own modules in your own package:
vtk_generate_pyi.py -p mypackage mymodule [mymodule2 ...]
"""
from vtkmodules.vtkCommonCore import vtkObject, vtkSOADataArrayTemplate
import sys
import os
import re
import argparse
import builtins
import inspect
import importlib
# ==== For type inspection ====
# list expected non-vtk type names
types = set()
for m,o in builtins.__dict__.items():
if isinstance(o, type):
types.add(m)
for m in ['Any', 'Buffer', 'Callback', 'None', 'Pointer', 'Template', 'Union']:
types.add(m)
# basic type checking methods
ismethod = inspect.isroutine
isclass = inspect.isclass
isnamespace = inspect.ismodule
# VTK methods have a special type
vtkmethod = type(vtkObject.IsA)
template = type(vtkSOADataArrayTemplate)
def isvtkmethod(m):
"""Check for VTK's custom method descriptor"""
return (type(m) == vtkmethod)
def isenum(m):
"""Check for enums (currently derived from int)"""
return (isclass(m) and issubclass(m, int))
def typename(o):
"""Generate a typename that can be used for annotation."""
if o is None:
return "None"
elif type(o) == template:
return "Template"
else:
return type(o).__name__
def typename_forward(o):
"""Generate a typename, or if necessary, a forward reference."""
name = typename(o)
if name not in types:
# do forward reference by adding quotes
name = '\'' + name + '\''
return name
# ==== For the topological sort ====
class Graph:
"""A graph for topological sorting."""
def __init__(self):
self.nodes = {}
def __getitem__(self, name):
return self.nodes[name]
def __setitem__(self, name, node):
self.nodes[name] = node
class Node:
"""A node for the graph."""
def __init__(self, o, d):
self.obj = o
self.deps = d
def build_graph(d):
"""Build a graph from a module's dictionary."""
graph = Graph()
items = sorted(d.items())
for m,o in items:
if isclass(o):
if m == o.__name__:
# a class definition
bases = [b.__name__ for b in o.__bases__]
graph[m] = Node(o, bases)
else:
# a class alias
graph[m] = Node(o, [o.__name__])
elif ismethod(o):
graph[m] = Node(o, [])
else:
graph[m] = Node(o, [typename(o)])
return graph
def sorted_graph_helper(graph, m, visited, items):
"""Helper for topological sorting."""
visited.add(m)
try:
node = graph[m]
except KeyError:
return
for dep in node.deps:
if dep not in visited:
sorted_graph_helper(graph, dep, visited, items)
items.append((m, node.obj))
def sorted_graph(graph):
"""Sort a graph and return the sorted items."""
items = []
visited = set()
for m in graph.nodes:
if m not in visited:
sorted_graph_helper(graph, m, visited, items)
return items
def topologically_sorted_items(d):
"""Return the items from a module's dictionary, topologically sorted."""
return sorted_graph(build_graph(d))
# ==== For parsing docstrings ====
# regular expressions for parsing
string = re.compile(r"""("([^\\"]|\\.)*"|'([^\\']|\\.)*')""")
identifier = re.compile(r"""[ \t]*([A-Za-z_]([A-Za-z0-9_]|[.][A-Za-z_])*)""")
indent = re.compile(r"[ \t]+\S")
has_self = re.compile(r"[(]self[,)]")
# important characters for rapidly parsing code
keychar = re.compile(r"[\'\"{}\[\]()>:\n]")
def parse_error(message, text, begin, pos):
"""Print a parse error, syntax or otherwise.
"""
end = text.find('\n', pos)
if end == -1:
end = len(text)
sys.stderr.write("Error: " + message + ":\n")
sys.stderr.write(text[begin:end] + "\n");
sys.stderr.write('-' * (pos - begin) + "^\n")
def push_signature(o, l, signature):
"""Process a method signature and add it to the list.
"""
signature = re.sub(r"\s+", " ", signature)
if signature.startswith('C++:'):
# if C++ method is static, mark Python signature static
if isvtkmethod(o) and signature.find(" static ") != -1 and len(l) > 0:
if not l[-1].startswith("@staticmethod"):
l[-1] = "@staticmethod\n" + l[-1]
elif signature.startswith(o.__name__ + "("):
if isvtkmethod(o) and not has_self.search(signature):
if not signature.startswith("@staticmethod"):
signature = "@staticmethod\n" + signature
l.append(signature)
def get_signatures(o):
"""Return a list of method signatures found in the docstring.
"""
doc = o.__doc__
signatures = [] # output method signatures
begin = 0 # beginning of current signature
pos = 0 # current position in docstring
delim_stack = [] # keep track of bracket depth
# loop through docstring using longest strides possible
# (this will go line-by-line or until first ( ) { } [ ] " ' : >)
while pos < len(doc):
# look for the next "character of insterest" in docstring
match = keychar.search(doc, pos)
# did we find a match before the end of docstring?
if match:
# get new position
pos,end = match.span()
# take different action, depending on char
c = match.group()
if c in '\"\'':
# skip over a string literal
m = string.match(doc, pos)
if m:
pos,end = m.span()
else:
parse_error("Unterminated string", doc, begin, pos)
break
elif c in '{[(':
# descend into a bracketed expression (push stack)
delim_stack.append({'{':'}','[':']','(':')'}[c])
elif c in '}])':
# ascend out of a bracketed expression (pop stack)
if not delim_stack or c != delim_stack.pop():
parse_error("Unmatched bracket", doc, begin, pos)
break
elif c == ':' or (c == '>' and doc[pos-1] == '-'):
# what follows is a type
m = identifier.match(doc, pos+1)
if m:
pos,end = m.span(1)
name = m.group(1)
if name not in types:
# quote the type
doc = doc[0:pos] + ('\'' + name + '\'') + doc[end:]
end += 2
elif c == '\n' and not (delim_stack or indent.match(doc, end)):
# a newline not followed by an indent marks end of signature,
# except for within brackets
signature = doc[begin:pos].strip()
if signature and signature not in signatures:
push_signature(o, signatures, signature)
begin = end
else:
# blank line means no more signatures in docstring
break
else:
# reached the end of the docstring
end = len(doc)
if not delim_stack:
signature = doc[begin:pos].strip()
if signature and signature not in signatures:
push_signature(o, signatures, signature)
else:
parse_error("Unmatched bracket", doc, begin, pos)
break
# advance position within docstring and return to head of loop
pos = end
return signatures
def get_constructors(c):
"""Get constructors from the class documentation.
"""
constructors = []
name = c.__name__
doc = c.__doc__
if not doc or not doc.startswith(name + "("):
return constructors
signatures = get_signatures(c)
for signature in signatures:
if signature.startswith(name + "("):
signature = re.sub("-> \'?" + name + "\'?", "-> None", signature)
if signature.startswith(name + "()"):
constructors.append(re.sub(name + r"\(", "__init__(self", signature, 1))
else:
constructors.append(re.sub(name + r"\(", "__init__(self, ", signature, 1))
return constructors
def add_indent(s, indent):
"""Add the given indent before every line in the string.
"""
return indent + re.sub(r"\n(?=([^\n]))", "\n" + indent, s)
def make_def(s, indent):
"""Generate a method definition stub from the signature and an indent.
The indent is a string (tabs or spaces).
"""
pos = 0
out = ""
while pos < len(s) and s[pos] == '@':
end = s.find('\n', pos) + 1
if end == 0:
end = len(s)
out += indent
out += s[pos:end]
pos = end
if pos < len(s):
out += indent
out += "def "
out += s[pos:]
out += ": ..."
return out
def namespace_pyi(c, mod):
"""Fake a namespace by creating a dummy class.
"""
base = "namespace"
if mod.__name__ != 'vtkmodules.vtkCommonCore':
base = 'vtkmodules.vtkCommonCore.' + base
out = "class " + c.__name__ + "(" + base + "):\n"
count = 0
# do all nested classes (these will be enum types)
items = topologically_sorted_items(c.__dict__)
others = []
for m,o in items:
if isenum(o) and m == o.__name__:
out += add_indent(class_pyi(o), " ")
count += 1
else:
others.append((m, o))
# do all constants
items = others
others = []
for m,o in items:
if not m.startswith("__") and not ismethod(o) and not isclass(o):
out += " " + m + ":" + typename_forward(o) + "\n"
count += 1
else:
others.append((m,o))
if count == 0:
out = out[0:-1] + " ...\n"
return out
def class_pyi(c):
"""Generate all the method stubs for a class.
"""
bases = []
for b in c.__bases__:
if b.__module__ in (c.__module__, 'builtins'):
bases.append(b.__name__)
else:
bases.append(b.__module__ + "." + b.__name__)
out = "class " + c.__name__ + "(" + ", ".join(bases) + "):\n"
count = 0
# do all nested classes (these are usually enum types)
items = topologically_sorted_items(c.__dict__)
others = []
for m,o in items:
if isclass(o) and m == o.__name__:
out += add_indent(class_pyi(o), " ")
count += 1
else:
others.append((m, o))
# do all constants
items = others
others = []
for m,o in items:
if not m.startswith("__") and not ismethod(o) and not isclass(o):
out += " " + m + ":" + typename_forward(o) + "\n"
count += 1
else:
others.append((m,o))
# do the __init__ methods
constructors = get_constructors(c)
if len(constructors) == 0:
#if hasattr(c, "__init__") and not issubclass(c, int):
# out += " def __init__() -> None: ...\n"
# count += 1
pass
else:
count += 1
if len(constructors) == 1:
out += make_def(constructors[0], " ") + "\n"
else:
for overload in constructors:
out += make_def("@overload\n" + overload, " ") + "\n"
# do the methods
items = others
others = []
for m,o in items:
if ismethod(o):
signatures = get_signatures(o)
if len(signatures) == 0:
continue
count += 1
if len(signatures) == 1:
out += make_def(signatures[0], " ") + "\n"
continue
for overload in signatures:
out += make_def("@overload\n" + overload, " ") + "\n"
else:
others.append((m, o))
if count == 0:
out = out[0:-1] + " ...\n"
return out
def module_pyi(mod, output):
"""Generate the contents of a .pyi file for a VTK module.
"""
# needed stuff from typing module
output.write("from typing import overload, Any, Callable, TypeVar, Union\n\n")
output.write("Callback = Union[Callable[..., None], None]\n")
output.write("Buffer = TypeVar('Buffer')\n")
output.write("Pointer = TypeVar('Pointer')\n")
output.write("Template = TypeVar('Template')\n")
output.write("\n")
if mod.__name__ == 'vtkmodules.vtkCommonCore':
# dummy superclass for namespaces
output.write("class namespace: pass\n")
output.write("\n")
# all the modules this module depends on
depends = set(['vtkmodules.vtkCommonCore'])
for m,o in mod.__dict__.items():
if isclass(o) and m == o.__name__:
for base in o.__bases__:
depends.add(base.__module__)
depends.discard(mod.__name__)
depends.discard("builtins")
for depend in sorted(depends):
output.write("import " + depend + "\n")
if depends:
output.write("\n")
# sort the dict according to dependency
items = topologically_sorted_items(mod.__dict__)
# do all namespaces
others = []
for m,o in items:
if isnamespace(o) and m == o.__name__:
output.write(namespace_pyi(o, mod))
output.write("\n")
else:
others.append((m, o))
# do all enum types
items = others
others = []
for m,o in items:
if isenum(o) and m == o.__name__:
output.write(class_pyi(o))
output.write("\n")
else:
others.append((m, o))
# do all enum aliases
items = others
others = []
for m,o in items:
if isenum(o) and m != o.__name__:
output.write(m + " = " + o.__name__ + "\n")
else:
others.append((m, o))
# do all constants
items = others
others = []
for m,o in items:
if not m.startswith("__") and not ismethod(o) and not isclass(o):
output.write(m + ":" + typename_forward(o) + "\n")
else:
others.append((m,o))
if len(items) > len(others):
output.write("\n")
# do all classes
items = others
others = []
for m,o in items:
if isclass(o) and m == o.__name__:
output.write(class_pyi(o))
output.write("\n")
else:
others.append((m, o))
# do all class aliases
items = others
others = []
for m,o in items:
if isclass(o) and m != o.__name__:
output.write(m + " = " + o.__name__ + "\n")
else:
others.append((m, o))
def main(argv=sys.argv):
# for error messages etcetera
progname = os.path.basename(argv[0])
# parse the program arguments
parser = argparse.ArgumentParser(
prog=argv[0],
usage=f"python {progname} [-p package] [-o output_dir]",
description="A .pyi generator for the VTK python wrappers.")
parser.add_argument('-p', '--package', type=str, default="vtkmodules",
help="Package name [vtkmodules].")
parser.add_argument('-o', '--output', type=str,
help="Output directory [package directory].")
parser.add_argument('-e', '--ext', type=str, default=".pyi",
help="Output file suffix [.pyi].")
parser.add_argument('modules', type=str, nargs='*',
help="Modules to process [all].")
args = parser.parse_args(argv[1:])
# for convenience
packagename = args.package
modules = args.modules
basedir = args.output
ext = args.ext
# get information about the package
mod = importlib.import_module(packagename)
filename = inspect.getfile(mod)
if os.path.basename(filename) != '__init__.py':
sys.stderr.write(f"{progname}: {packagename} has no __init__.py\n")
return 1
if basedir is None:
basedir = os.path.dirname(filename)
if len(modules) == 0:
modules = mod.__all__
# iterate through the modules in the package
errflag = False
for modname in modules:
# inspect the module before loading it
try:
spec = importlib.util.find_spec(f"{packagename}.{modname}")
except ValueError:
spec = None
if not errflag:
errflag = True
sys.stderr.write(f"{progname}: couldn't get loader for {modname}\n")
if spec is None:
continue
if not isinstance(spec.loader, importlib.machinery.ExtensionFileLoader):
continue
# the module is definitely an extension module, so load it
mod = importlib.import_module(f"{packagename}.{modname}")
outfile = os.path.join(basedir, f"{modname}{ext}")
with open(outfile, "w") as output:
module_pyi(mod, output)
if __name__ == '__main__':
result = main(sys.argv)
if result is not None:
sys.exit(result)
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