Python SimpleNamespace.data方法代码示例

# 需要导入模块: from types import SimpleNamespace [as 别名]
# 或者: from types.SimpleNamespace import data [as 别名]
def read_data(csv, config):
    with open(config) as fin:
        use = fin.readline().strip().split(',')
        ref = fin.readline().strip()

    with open(csv) as fin:
        header = fin.readline().strip().split(',')
        use.sort(key=lambda i: header.index(i))

        data_matrix = np.array([], dtype=np.float).reshape(0, len(use))
        ref_array = []

        ref_data = None
        for line in fin:
            entry = line.strip().split(',')
            use_data = []
            del ref_data

            for i, val in enumerate(entry):
                label = header[i]
                if label in use:
                    use_data.append(np.log(float(val)))
                elif label == ref:
                    ref_data = int(val)

            data_matrix = np.vstack((data_matrix, use_data))
            ref_array.append(ref_data)

    ret = SimpleNamespace()
    ret.data_header = use
    ret.data = data_matrix
    ret.flag = ref_array
    ret.samples = len(ref_array)

    return ret

# 需要导入模块: from types import SimpleNamespace [as 别名]
# 或者: from types.SimpleNamespace import data [as 别名]
def render_class(state: State, path, class_, env):
    logging.debug("generating %s.html", '.'.join(path))

    # Call all registered page begin hooks
    for hook in state.hooks_pre_page: hook()

    url_base = ''
    breadcrumb = []
    for i in path:
        url_base += i + '.'
        breadcrumb += [(i, url_base + 'html')]

    page = Empty()
    page.summary = extract_summary(state, state.class_docs, path, class_.__doc__)
    page.url = breadcrumb[-1][1]
    page.breadcrumb = breadcrumb
    page.prefix_wbr = '.<wbr />'.join(path + [''])
    page.classes = []
    page.enums = []
    page.classmethods = []
    page.staticmethods = []
    page.dunder_methods = []
    page.methods = []
    page.properties = []
    page.data = []
    page.has_enum_details = False

    # External page content, if provided
    path_str = '.'.join(path)
    if path_str in state.class_docs:
        page.content = render_rst(state, state.class_docs[path_str]['content'])
        state.class_docs[path_str]['used'] = True

    # Index entry for this module, returned together with children at the end
    index_entry = IndexEntry()
    index_entry.kind = 'class'
    index_entry.name = breadcrumb[-1][0]
    index_entry.url = page.url
    index_entry.summary = page.summary

    # List of inner classes to render, these will be done after the current
    # class introspection is done to have some better memory allocation pattern
    classes_to_render = []

    # Get inner classes
    for name, object in inspect.getmembers(class_, lambda o: inspect.isclass(o) and not is_enum(state, o)):
        if name in ['__base__', '__class__']: continue # TODO
        if name.startswith('_'): continue

        subpath = path + [name]
        if not object.__doc__: logging.warning("%s is undocumented", '.'.join(subpath))

        page.classes += [extract_class_doc(state, subpath, object)]
        classes_to_render += [(subpath, object)]

    # Get enums
    for name, object in inspect.getmembers(class_, lambda o: is_enum(state, o)):
        if name.startswith('_'): continue

        subpath = path + [name]
        if not object.__doc__: logging.warning("%s is undocumented", '.'.join(subpath))

        enum_ = extract_enum_doc(state, subpath, object)
        page.enums += [enum_]
        if enum_.has_details: page.has_enum_details = True

    # Get methods
    for name, object in inspect.getmembers(class_, inspect.isroutine):
        # Filter out underscored methods (but not dunder methods)
        if is_internal_function_name(name): continue

        # Filter out dunder methods that don't have their own docs
        if name.startswith('__') and (name, object.__doc__) in _filtered_builtin_functions: continue

        subpath = path + [name]
        if not object.__doc__: logging.warning("%s() is undocumented", '.'.join(subpath))

        for function in extract_function_doc(state, class_, subpath, object):
            if name.startswith('__'):
                page.dunder_methods += [function]
            elif function.is_classmethod:
                page.classmethods += [function]
            elif function.is_staticmethod:
                page.staticmethods += [function]
            else:
                page.methods += [function]

    # Get properties
    for name, object in inspect.getmembers(class_, inspect.isdatadescriptor):
        if (name, object.__doc__) in _filtered_builtin_properties:
            continue
        if name.startswith('_'): continue # TODO: are there any dunder props?

        subpath = path + [name]
        if not object.__doc__: logging.warning("%s is undocumented", '.'.join(subpath))

        page.properties += [extract_property_doc(state, subpath, object)]

    # Get data
    # TODO: unify this query
#.........这里部分代码省略.........

# 需要导入模块: from types import SimpleNamespace [as 别名]
# 或者: from types.SimpleNamespace import data [as 别名]
def render_module(state: State, path, module, env):
    logging.debug("generating %s.html", '.'.join(path))

    # Call all registered page begin hooks
    for hook in state.hooks_pre_page: hook()

    url_base = ''
    breadcrumb = []
    for i in path:
        url_base += i + '.'
        breadcrumb += [(i, url_base + 'html')]

    page = Empty()
    page.summary = extract_summary(state, state.module_docs, path, module.__doc__)
    page.url = breadcrumb[-1][1]
    page.breadcrumb = breadcrumb
    page.prefix_wbr = '.<wbr />'.join(path + [''])
    page.modules = []
    page.classes = []
    page.enums = []
    page.functions = []
    page.data = []
    page.has_enum_details = False

    # External page content, if provided
    path_str = '.'.join(path)
    if path_str in state.module_docs:
        page.content = render_rst(state, state.module_docs[path_str]['content'])
        state.module_docs[path_str]['used'] = True

    # Index entry for this module, returned together with children at the end
    index_entry = IndexEntry()
    index_entry.kind = 'module'
    index_entry.name = breadcrumb[-1][0]
    index_entry.url = page.url
    index_entry.summary = page.summary

    # List of inner modules and classes to render, these will be done after the
    # current class introspection is done to have some better memory allocation
    # pattern
    modules_to_render = []
    classes_to_render = []

    # This is actually complicated -- if the module defines __all__, use that.
    # The __all__ is meant to expose the public API, so we don't filter out
    # underscored things.
    if hasattr(module, '__all__'):
        # Names exposed in __all__ could be also imported from elsewhere, for
        # example this is a common pattern with native libraries and we want
        # Foo, Bar, submodule and *everything* in submodule to be referred to
        # as `library.RealName` (`library.submodule.func()`, etc.) instead of
        # `library._native.Foo`, `library._native.sub.func()` etc.
        #
        #   from ._native import Foo as PublicName
        #   from ._native import sub as submodule
        #   __all__ = ['PublicName', 'submodule']
        #
        # The name references can be cyclic so extract the mapping in a
        # separate pass before everything else.
        for name in module.__all__:
            # Everything available in __all__ is already imported, so get those
            # directly
            object = getattr(module, name)
            subpath = path + [name]

            # Modules have __name__ while other objects have __module__, need
            # to check both.
            if inspect.ismodule(object) and object.__name__ != '.'.join(subpath):
                assert object.__name__ not in state.module_mapping
                state.module_mapping[object.__name__] = '.'.join(subpath)
            elif hasattr(object, '__module__'):
                subname = object.__module__ + '.' + object.__name__
                if subname != '.'.join(subpath):
                    assert subname not in state.module_mapping
                    state.module_mapping[subname] = '.'.join(subpath)

        # Now extract the actual docs
        for name in module.__all__:
            object = getattr(module, name)
            subpath = path + [name]

            # We allow undocumented submodules (since they're often in the
            # standard lib), but not undocumented classes etc. Render the
            # submodules and subclasses recursively.
            if inspect.ismodule(object):
                page.modules += [extract_module_doc(state, subpath, object)]
                index_entry.children += [render_module(state, subpath, object, env)]
            elif inspect.isclass(object) and not is_enum(state, object):
                page.classes += [extract_class_doc(state, subpath, object)]
                index_entry.children += [render_class(state, subpath, object, env)]
            elif inspect.isclass(object) and is_enum(state, object):
                enum_ = extract_enum_doc(state, subpath, object)
                page.enums += [enum_]
                if enum_.has_details: page.has_enum_details = True
            elif inspect.isfunction(object) or inspect.isbuiltin(object):
                page.functions += extract_function_doc(state, module, subpath, object)
            # Assume everything else is data. The builtin help help() (from
            # pydoc) does the same:
            # https://github.com/python/cpython/blob/d29b3dd9227cfc4a23f77e99d62e20e063272de1/Lib/pydoc.py#L113
            # TODO: unify this query
#.........这里部分代码省略.........