Source code for linkml.generators.markdowngen

import os
from contextlib import redirect_stdout
from dataclasses import dataclass, field
from io import StringIO
from typing import Any, Callable, Dict, List, Optional, Set, Union

import click
from jsonasobj2 import JsonObj, values
from linkml_runtime.linkml_model.meta import (
from linkml_runtime.utils.formatutils import be, camelcase, underscore

from linkml._version import __version__
from linkml.generators.yumlgen import YumlGenerator
from linkml.utils.generator import Generator, shared_arguments
from linkml.utils.typereferences import References

[docs]@dataclass class MarkdownGenerator(Generator): """ Generates markdown documentation for a LinkML schema Each schema element (class, slot, type, enum) is translated into its own markdown file; additionally, an is generated that links everything together. The markdown is suitable for deployment as a MkDocs or Sphinx site """ # ClassVars generatorname = os.path.basename(__file__) generatorversion = "0.2.1" directory_output = True valid_formats = ["md"] visit_all_class_slots = False uses_schemaloader = True # ObjectVars directory: Optional[str] = None image_directory: Optional[str] = None classes: Set[ClassDefinitionName] = None image_dir: bool = False index_file: str = field(default_factory=lambda: "") noimages: bool = False noyuml: bool = False no_types_dir: bool = False warn_on_exist: bool = False gen_classes: Optional[Set[ClassDefinitionName]] = None gen_classes_neighborhood: Optional[References] = None
[docs] def visit_schema( self, directory: str = None, classes: Set[ClassDefinitionName] = None, image_dir: bool = False, index_file: str = "", noimages: bool = False, **_, ) -> None: self.gen_classes = classes if classes else [] for cls in self.gen_classes: if cls not in self.schema.classes: raise ValueError("Unknown class name: {cls}") if self.gen_classes: self.gen_classes_neighborhood = self.neighborhood(list(self.gen_classes)) = directory if directory: os.makedirs(directory, exist_ok=True) elif image_dir: raise ValueError("Image directory can only be used with '-d' option") if image_dir: self.image_directory = os.path.join(directory, "images") if not noimages: os.makedirs(self.image_directory, exist_ok=True) self.noimages = noimages if not self.no_types_dir: os.makedirs(os.path.join(directory, "types"), exist_ok=True) with open(self.exist_warning(directory, index_file), "w", encoding="UTF-8") as ixfile: with redirect_stdout(ixfile): self.frontmatter(f"{}") self.para( f"**metamodel version:** {self.schema.metamodel_version}\n\n**version:** {self.schema.version}" ) self.para(be(self.schema.description)) self.header(3, "Classes") for cls in sorted(self.schema.classes.values(), key=lambda c: if not cls.is_a and not cls.mixin and self.is_secondary_ref( self.class_hier(cls) self.header(3, "Mixins") for cls in sorted(self.schema.classes.values(), key=lambda c: if cls.mixin and self.is_secondary_ref( self.class_hier(cls) self.header(3, "Slots") for slot in sorted(self.schema.slots.values(), key=lambda s: if not slot.is_a and self.is_secondary_ref( self.pred_hier(slot) self.header(3, "Enums") for enu in sorted(self.schema.enums.values(), key=lambda e: self.enum_hier(enu) self.header(3, "Subsets") for subset in sorted(self.schema.subsets.values(), key=lambda s: self.bullet(self.subset_link(subset, use_desc=True), 0) self.header(3, "Types") self.header(4, "Built in") for builtin_name in sorted(self.synopsis.typebases.keys()): self.bullet(f"**{builtin_name}**") self.header(4, "Defined") for typ in sorted(self.schema.types.values(), key=lambda t: if self.is_secondary_ref( if typ.typeof: typ_typ = self.type_link(typ.typeof) else: typ_typ = f"**{typ.base}**" self.bullet(self.type_link(typ, after_link=f" ({typ_typ})", use_desc=True))
[docs] def visit_class(self, cls: ClassDefinition) -> bool: # allow client to relabel metamodel mixin_local_name = self.get_metamodel_slot_name("Mixin") class_local_name = self.get_metamodel_slot_name("Class") if self.gen_classes and not in self.gen_classes: return False with open(self.exist_warning(self.dir_path(cls)), "w", encoding="UTF-8") as clsfile: with redirect_stdout(clsfile): class_curi = self.namespaces.uri_or_curie_for(str(self.namespaces._base), camelcase( class_uri = self.namespaces.uri_for(class_curi) self.element_header(cls,, class_curi, class_uri) print() if not self.noyuml: if self.image_directory: yg = YumlGenerator(self) yg.serialize( classes=[], directory=self.image_directory, load_image=not self.noimages, ) img_url = os.path.join("images", os.path.basename(yg.output_file_name)) else: yg = YumlGenerator(self) img_url = ( yg.serialize(classes=[]) .replace("?", "%3F") .replace(" ", "%20") .replace("|", "|") ) print(f"[![img]({img_url})]({img_url})") self.mappings(cls) if cls.id_prefixes: self.header(2, "Identifier prefixes") for p in cls.id_prefixes: self.bullet(f"{p}") if cls.is_a is not None: self.header(2, "Parents") self.bullet(f" is_a: {self.class_link(cls.is_a, use_desc=True)}") if cls.mixins: self.header(2, f"Uses {mixin_local_name}") for mixin in cls.mixins: self.bullet(f" mixin: {self.class_link(mixin, use_desc=True)}") if in self.synopsis.isarefs: self.header(2, "Children") for child in sorted(self.synopsis.isarefs[].classrefs): self.bullet(f"{self.class_link(child, use_desc=True)}") if in self.synopsis.mixinrefs: self.header(2, f"{mixin_local_name} for") for mixin in sorted(self.synopsis.mixinrefs[].classrefs): self.bullet(f'{self.class_link(mixin, use_desc=True, after_link="(mixin)")}') if in self.synopsis.classrefs: self.header(2, f"Referenced by {class_local_name}") for sn in sorted(self.synopsis.classrefs[].slotrefs): slot = self.schema.slots[sn] if slot.range == self.bullet( f" **{self.class_link(slot.domain)}** " f"*{self.slot_link(slot, add_subset=False)}*{self.predicate_cardinality(slot)} " f"**{self.class_type_link(slot.range)}**" ) self.header(2, "Attributes") # List all of the slots that directly belong to the class slot_list = [slot for slot in [self.schema.slots[sn] for sn in cls.slots]] own_slots = [slot for slot in slot_list if in slot.domain_of] if own_slots: self.header(3, "Own") for slot in own_slots: self.slot_field(cls, slot) slot_list.remove(slot) # List all of the inherited slots ancestors = set(self.ancestors(cls)) inherited_slots = [slot for slot in slot_list if set(slot.domain_of).intersection(ancestors)] if inherited_slots: self.header(3, "Inherited from " + cls.is_a + ":") for inherited_slot in inherited_slots: self.slot_field(cls, inherited_slot) slot_list.remove(inherited_slot) # List all of the slots acquired through mixing mixed_in_classes = set() for mixin in cls.mixins: mixed_in_classes.add(mixin) mixed_in_classes.update(set(self.ancestors(self.schema.classes[mixin]))) for slot in slot_list: mixers = set(slot.domain_of).intersection(mixed_in_classes) for mixer in mixers: self.header(3, "Mixed in from " + mixer + ":") self.slot_field(cls, slot) self.element_properties(cls) return False
[docs] def visit_type(self, typ: TypeDefinition) -> None: with open(self.exist_warning(self.dir_path(typ)), "w", encoding="UTF-8") as typefile: with redirect_stdout(typefile): type_uri = typ.definition_uri type_curie = self.namespaces.curie_for(type_uri) self.element_header(typ,, type_curie, type_uri) print("| | | |") print("| --- | --- | --- |") if typ.typeof: print(f"| Parent type | | {self.class_type_link(typ.typeof)} |") print(f"| Root (builtin) type | | **{typ.base}** |") if typ.repr: print(f"| Representation | | {typ.repr} |") self.element_properties(typ)
[docs] def visit_slot(self, aliased_slot_name: str, slot: SlotDefinition) -> None: with open(self.exist_warning(self.dir_path(slot)), "w", encoding="UTF-8") as slotfile: with redirect_stdout(slotfile): slot_curie = self.namespaces.uri_or_curie_for(str(self.namespaces._base), underscore( slot_uri = self.namespaces.uri_for(slot_curie) self.element_header(slot, aliased_slot_name, slot_curie, slot_uri) self.mappings(slot) self.header(2, "Domain and Range") print( f"{self.class_link(slot.domain)} →{self.predicate_cardinality(slot)} " f"{self.class_type_link(slot.range)}" ) self.header(2, "Parents") if slot.is_a: self.bullet(f" is_a: {self.slot_link(slot.is_a)}") self.header(2, "Children") if in sorted(self.synopsis.isarefs): for child in sorted(self.synopsis.isarefs[].slotrefs): self.bullet(f" {self.slot_link(child)}") self.header(2, "Used by") if in sorted(self.synopsis.slotrefs): for rc in sorted(self.synopsis.slotrefs[].classrefs): self.bullet(f"{self.class_link(rc)}") if aliased_slot_name == "relation": if slot.subproperty_of: reifies = ( self.slot_link(slot.subproperty_of) if slot.subproperty_of in self.schema.slots else slot.subproperty_of ) self.bullet(f" reifies: {reifies}") self.element_properties(slot)
[docs] def visit_enum(self, enum: EnumDefinition) -> None: with open(self.exist_warning(self.dir_path(enum)), "w", encoding="UTF-8") as enumfile: with redirect_stdout(enumfile): enum_curie = self.namespaces.uri_or_curie_for(str(self.namespaces._base), underscore( enum_uri = self.namespaces.uri_for(enum_curie) self.element_header(obj=enum,, curie=enum_curie, uri=enum_uri) self.element_properties(enum)
[docs] def visit_subset(self, subset: SubsetDefinition) -> None: with open(self.exist_warning(self.dir_path(subset)), "w", encoding="UTF-8") as subsetfile: with redirect_stdout(subsetfile): curie = self.namespaces.uri_or_curie_for(str(self.namespaces._base), underscore( uri = self.namespaces.uri_for(curie) self.element_header(obj=subset,, curie=curie, uri=uri) # TODO: consider showing hierarchy within a subset self.header(3, "Classes") for cls in sorted(self.schema.classes.values(), key=lambda c: if not cls.mixin: if cls.in_subset and in cls.in_subset: self.bullet(self.class_link(cls, use_desc=True), 0) self.header(3, "Mixins") for cls in sorted(self.schema.classes.values(), key=lambda c: if cls.mixin: if cls.in_subset and in cls.in_subset: self.bullet(self.class_link(cls, use_desc=True), 0) self.header(3, "Slots") for slot in sorted(self.schema.slots.values(), key=lambda s: if slot.in_subset and in slot.in_subset: self.bullet(self.slot_link(slot, use_desc=True), 0) self.header(3, "Types") for type in sorted(self.schema.types.values(), key=lambda s: if type.in_subset and in type.in_subset: self.bullet(self.type_link(type, use_desc=True), 0) self.header(3, "Enums") for enum in sorted(self.schema.enums.values(), key=lambda s: if enum.in_subset and in enum.in_subset: self.bullet(self.enum_link(type, use_desc=True), 0) self.element_properties(subset)
[docs] def element_header(self, obj: Element, name: str, curie: str, uri: str) -> None: if isinstance(obj, TypeDefinition): obj_type = "Type" elif isinstance(obj, ClassDefinition): obj_type = "Class" elif isinstance(obj, SlotDefinition): obj_type = "Slot" elif isinstance(obj, EnumDefinition): obj_type = "Enum" elif isinstance(obj, SubsetDefinition): obj_type = "Subset" else: obj_type = "Class" header_label = f"{obj_type}: ~~{name}~~ _(deprecated)_" if obj.deprecated else f"{obj_type}: {name}" self.header(1, header_label) self.para(be(obj.description)) print(f"URI: [{curie}]({uri})") print()
[docs] def element_properties(self, obj: Element) -> None: def identity(e: Any) -> Any: return e def prop_list( title: str, entries: Union[List, Dict], formatter: Optional[Callable[[Element], str]] = None, ) -> None: if formatter is None: formatter = identity if isinstance(entries, (dict, JsonObj)): entries = list(values(entries)) if entries: print(f"| **{title}:** | | {formatter(entries[0])} |") for entry in entries[1:]: print(f"| | | {formatter(entry)} |") def enum_list(title: str, obj: EnumDefinition) -> None: # This data is from the enum provided in the YAML self.header(2, title) print("| Text | Description | Meaning | Other Information |") print("| :--- | :---: | :---: | ---: |") for item, item_info in obj.permissible_values.items(): text = "" desc = "" meaning = "" other = {} for k in item_info: if item_info[k] is not None and len(item_info[k]) > 0: if k == "text": text = item_info[k] elif k == "description": desc = item_info[k] elif k == "meaning": meaning = item_info[k] else: other[k] = item_info[k] if not other: other = "" print(f"| {text} | {desc} | {meaning} | {other} |") attributes = StringIO() with redirect_stdout(attributes): prop_list("Aliases", obj.aliases) prop_list( "Local names", obj.local_names, lambda e: f"{e.local_name_value} ({e.local_name_source})", ) prop_list("Mappings", obj.mappings) prop_list( "Alt Descriptions", obj.alt_descriptions, lambda e: f"{e.description} ({e.source})", ) # todos # notes prop_list("Comments", obj.comments) prop_list("Examples", obj.examples) prop_list("In Subsets", obj.in_subset) # from_schema # imported_from prop_list("See also", [f"[{v}]({v})" for v in obj.see_also]) prop_list("Exact Mappings", obj.exact_mappings) prop_list("Close Mappings", obj.close_mappings) prop_list("Narrow Mappings", obj.narrow_mappings) prop_list("Broad Mappings", obj.broad_mappings) prop_list("Related Mappings", obj.related_mappings) # - exact mappings # - close mappings # - related mappings # - deprecated element has exact replacement # - deprecated element has possible replacement if type(obj) == EnumDefinition: enum_list("Permissible Values", obj) if attributes.getvalue(): self.header(2, "Other properties") print("| | | |") print("| --- | --- | --- |") print(attributes.getvalue())
[docs] def class_hier(self, cls: ClassDefinition, level=0) -> None: self.bullet(self.class_link(cls, use_desc=True), level) if in sorted(self.synopsis.isarefs): for child in sorted(self.synopsis.isarefs[].classrefs): self.class_hier(self.schema.classes[child], level + 1)
[docs] def pred_hier(self, slot: SlotDefinition, level=0) -> None: self.bullet(self.slot_link(slot, use_desc=True), level) if in sorted(self.synopsis.isarefs): for child in sorted(self.synopsis.isarefs[].slotrefs): self.pred_hier(self.schema.slots[child], level + 1)
[docs] def enum_hier(self, enum: EnumDefinition, level=0) -> None: self.bullet(self.enum_link(enum, use_desc=True), level) if in sorted(self.synopsis.isarefs): for child in sorted(self.synopsis.isarefs[].classrefs): self.enum_hier(self.schema.enums[child], level + 1)
[docs] def dir_path( self, obj: Union[ClassDefinition, SlotDefinition, TypeDefinition, EnumDefinition], ) -> str: filename = ( self.formatted_element_name(obj) if isinstance(obj, ClassDefinition) else underscore( if isinstance(obj, SlotDefinition) else underscore( if isinstance(obj, EnumDefinition) else camelcase( ) subdir = "/types" if isinstance(obj, TypeDefinition) and not self.no_types_dir else "" return f"{}{subdir}/{filename}.md"
[docs] def mappings(self, obj: Union[SlotDefinition, ClassDefinition]) -> None: # TODO: get rid of this? # self.header(2, 'Mappings') # for mapping in obj.mappings: # self.bullet(f"{self.xlink(mapping)} {self.to_uri(mapping)}") # if obj.subclass_of: # self.bullet(self.xlink(obj.subclass_of)) pass
[docs] def is_secondary_ref(self, en: str) -> bool: """Determine whether 'en' is the name of something in the neighborhood of the requested classes @param en: element name @return: True if 'en' is the name of a slot, class or type in the immediate neighborhood of of what we are building """ if not self.gen_classes: return True elif en in self.schema.classes: return en in self.gen_classes_neighborhood.classrefs elif en in self.schema.slots: return en in self.gen_classes_neighborhood.slotrefs elif en in self.schema.types: return en in self.gen_classes_neighborhood.typerefs else: return True
[docs] def slot_field(self, cls: ClassDefinition, slot: SlotDefinition) -> None: self.bullet(f"{self.slot_link(slot)}{self.predicate_cardinality(slot)}") if slot.description: self.bullet(f"Description: {slot.description}", level=1) self.bullet(f"Range: {self.class_type_link(slot.range)}", level=1) # if slot.subproperty_of: # self.bullet(f'edge label: {self.slot_link(slot.subproperty_of)}', level=1) for example in slot.examples: self.bullet( f'Example: {getattr(example, "value", " ")} {getattr(example, "description", " ")}', level=1, ) # if not in self.own_slot_names(cls): # self.bullet(f'inherited from: {self.class_link(slot.domain)}', level=1) if slot.in_subset: ssl = ",".join(slot.in_subset) self.bullet(f"in subsets: ({ssl})", level=1)
[docs] def to_uri(self, uri_or_curie: str) -> str: """Return the URI for the slot if known""" if ":/" in uri_or_curie: return uri_or_curie elif self.namespaces.prefix_for(uri_or_curie) in self.namespaces: return self.namespaces.uri_for(uri_or_curie) else: return "*(Unknown namespace)*"
# -- # FORMATTING # --
[docs] @staticmethod def predicate_cardinality(slot: SlotDefinition) -> str: """Emit cardinality for a suffix on a predicate""" if slot.multivalued: card_str = "1..\\*" if slot.required else "0..\\*" else: card_str = "1..1" if slot.required else "0..1" return f" <sub>{card_str}</sub>"
[docs] @staticmethod def range_cardinality(slot: SlotDefinition) -> str: """Emits cardinality decorator at end of type""" if slot.multivalued: card_str = "1..\\*" if slot.required else "0..\\*" else: card_str = "1..1" if slot.required else "0..1" return f" <sub><b>{card_str}</b></sub>"
[docs] @staticmethod def anchor(id_: str) -> None: print(f'<a name="{id_}">', end="")
[docs] @staticmethod def anchorend() -> None: print("</a>")
[docs] def header(self, level: int, txt: str) -> None: txt = self.get_metamodel_slot_name(txt) print(f'\n{"#" * level} {txt}\n')
[docs] @staticmethod def para(txt: str) -> None: print(f"\n{txt}\n")
[docs] @staticmethod def bullet(txt: str, level=0) -> None: print(f'{" " * level} * {txt}')
[docs] def frontmatter(self, thingtype: str, layout="default") -> None: self.header(1, thingtype)
# print(f'---\nlayout: {layout}\n---\n')
[docs] def bbin(self, obj: Element) -> str: """Boldify built in types @param obj: object name or id @return: """ return if isinstance(obj, Element) else f"**{obj}**" if obj in self.synopsis.typebases else obj
[docs] def desc_for(self, obj: Element, doing_descs: bool) -> str: """Return a description for object if it is unique (different than its parent) @param obj: object to be described @param doing_descs: If false, always return an empty string @return: text or empty string """ if obj.description and doing_descs: if isinstance(obj, SlotDefinition) and obj.is_a: parent = self.schema.slots[obj.is_a] elif isinstance(obj, ClassDefinition) and obj.is_a: parent = self.schema.classes[obj.is_a] else: parent = None return "" if parent and obj.description == parent.description else obj.description return ""
def _link( self, obj: Optional[Element], *, after_link: str = None, use_desc: bool = False, add_subset: bool = True, ) -> str: """Create a link to ref if appropriate. @param ref: the name or value of a class, slot, type or the name of a built in type. @param after_link: Text to put between link and description @param use_desc: True means append a description after the link if available @param add_subset: True means add any subset information that is available @return: """ nl = "\n" if obj is None or not self.is_secondary_ref( return self.bbin(obj) if isinstance(obj, SlotDefinition): link_name = ((be(obj.domain) + "➞") if obj.alias else "") + self.aliased_slot_name(obj) link_ref = underscore( elif isinstance(obj, TypeDefinition): link_name = camelcase( link_ref = f"types/{link_name}" if not self.no_types_dir else f"{link_name}" elif isinstance(obj, ClassDefinition): link_name = camelcase( link_ref = camelcase(link_name) elif isinstance(obj, SubsetDefinition): link_name = camelcase( link_ref = camelcase(link_name) else: link_name = link_ref = link_name desc = self.desc_for(obj, use_desc) return f"[{link_name}]" f"({link_ref}.{self.format})" + (f" {after_link} " if after_link else "") + ( f" - {desc.split(nl)[0]}" if desc else "" )
[docs] def exist_warning(self, *fpath: str) -> str: """Create a file name out of fpath and check whether it already exists""" fname = os.path.join(*fpath) if self.warn_on_exist and os.path.exists(fname): self.logger.warning(f"File {fname} already exists") return fname
[docs] @staticmethod def id_to_url(id_: str) -> str: uri = id_ if ":" in id_: # TODO! use PC if id_.startswith("SIO:"): uri = id_.replace("SIO:", "") elif id_.startswith("HGNC:"): uri = "" + id_ else: frag = id_.replace(":", "_") base = "" uri = base + frag return uri
@shared_arguments(MarkdownGenerator) @click.command() @click.option("--dir", "-d", required=True, help="Output directory") @click.option("--classes", "-c", multiple=True, help="Class(es) to emit") @click.option("--map-fields", "-M", multiple=True, help="Map metamodel fields, e.g. slot=field") @click.option("--img", "-i", is_flag=True, help="Download YUML images to 'image' directory") @click.option("--index-file", "-I", help="Name of markdown file that holds index") @click.option("--noimages", is_flag=True, help="Do not (re-)generate images") @click.option("--noyuml", is_flag=True, help="Do not add yUML figures to pages") @click.option("--notypesdir", is_flag=True, help="Do not create a separate types directory") @click.option("--warnonexist", is_flag=True, help="Warn if output file already exists") @click.version_option(__version__, "-V", "--version") def cli(yamlfile, map_fields, dir, img, index_file, notypesdir, warnonexist, **kwargs): """Generate markdown documentation of a LinkML model""" gen = MarkdownGenerator(yamlfile, no_types_dir=notypesdir, warn_on_exist=warnonexist, **kwargs) if map_fields is not None: gen.metamodel_name_map = {} for mf in map_fields: [k, v] = mf.split("=") gen.metamodel_name_map[k] = v gen.serialize(directory=dir, image_dir=img, **kwargs) if __name__ == "__main__": cli()