File: modelviz.py

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# -*- coding: utf-8 -*-
"""
modelviz.py - DOT file generator for Django Models

Based on:
  Django model to DOT (Graphviz) converter
  by Antonio Cavedoni <antonio@cavedoni.org>
  Adapted to be used with django-extensions
"""

import datetime
import os
import re

from django.apps import apps
from django.db.models import deletion
from django.db.models.fields.related import (
    ForeignKey,
    ManyToManyField,
    OneToOneField,
    RelatedField,
)
from django.db.models.fields.reverse_related import (
    OneToOneRel,
    ManyToOneRel,
)
from django.contrib.contenttypes.fields import GenericRelation
from django.template import Context, Template, loader
from django.utils.encoding import force_str
from django.utils.safestring import mark_safe
from django.utils.translation import activate as activate_language


__version__ = "1.1"
__license__ = "Python"
__author__ = ("Bas van Oostveen <v.oostveen@gmail.com>",)
__contributors__ = [
    "Antonio Cavedoni <https://cavedoni.com/>Stefano J. Attardi <https://attardi.org/>",
    "limodou",
    "Carlo C8E Miron",
    "Andre Campos <cahenan@gmail.com>",
    "Justin Findlay <jfindlay@gmail.com>",
    "Alexander Houben <alexander@houben.ch>",
    "Joern Hees <gitdev@joernhees.de>",
    "Kevin Cherepski <cherepski@gmail.com>",
    "Jose Tomas Tocino <theom3ga@gmail.com>",
    "Adam Dobrawy <naczelnik@jawnosc.tk>",
    "Mikkel Munch Mortensen <https://www.detfalskested.dk/>",
    "Andrzej Bistram <andrzej.bistram@gmail.com>",
    "Daniel Lipsitt <danlipsitt@gmail.com>",
    "Florian Anceau <flow.gunso@gmail.com>",
]


ON_DELETE_COLORS = {
    deletion.CASCADE: "red",
    deletion.PROTECT: "blue",
    deletion.SET_NULL: "orange",
    deletion.SET_DEFAULT: "green",
    deletion.SET: "yellow",
    deletion.DO_NOTHING: "grey",
    deletion.RESTRICT: "purple",
}


def parse_file_or_list(arg):
    if not arg:
        return []
    if isinstance(arg, (list, tuple, set)):
        return arg
    if "," not in arg and os.path.isfile(arg):
        return [e.strip() for e in open(arg).readlines()]
    return [e.strip() for e in arg.split(",")]


class ModelGraph:
    def __init__(self, app_labels, **kwargs):
        self.graphs = []
        self.cli_options = kwargs.get("cli_options", None)
        self.disable_fields = kwargs.get("disable_fields", False)
        self.disable_abstract_fields = kwargs.get("disable_abstract_fields", False)
        self.include_models = parse_file_or_list(kwargs.get("include_models", ""))
        self.all_applications = kwargs.get("all_applications", False)
        self.use_subgraph = kwargs.get("group_models", False)
        self.verbose_names = kwargs.get("verbose_names", False)
        self.inheritance = kwargs.get("inheritance", True)
        self.relations_as_fields = kwargs.get("relations_as_fields", True)
        self.relation_fields_only = kwargs.get("relation_fields_only", False)
        self.sort_fields = kwargs.get("sort_fields", True)
        self.language = kwargs.get("language", None)
        if self.language is not None:
            activate_language(self.language)
        self.exclude_columns = parse_file_or_list(kwargs.get("exclude_columns", ""))
        self.exclude_models = parse_file_or_list(kwargs.get("exclude_models", ""))
        self.hide_edge_labels = kwargs.get("hide_edge_labels", False)
        self.arrow_shape = kwargs.get("arrow_shape")
        self.color_code_deletions = kwargs.get("color_code_deletions", False)
        if self.all_applications:
            self.app_labels = [app.label for app in apps.get_app_configs()]
        else:
            self.app_labels = app_labels
        self.rankdir = kwargs.get("rankdir")
        self.display_field_choices = kwargs.get("display_field_choices", False)
        self.ordering = kwargs.get("ordering")

    def generate_graph_data(self):
        self.process_apps()

        nodes = []
        for graph in self.graphs:
            nodes.extend([e["name"] for e in graph["models"]])

        for graph in self.graphs:
            for model in graph["models"]:
                for relation in model["relations"]:
                    if relation is not None:
                        if relation["target"] in nodes:
                            relation["needs_node"] = False

    def get_graph_data(self, as_json=False):
        now = datetime.datetime.now()
        graph_data = {
            "created_at": now.strftime("%Y-%m-%d %H:%M"),
            "cli_options": self.cli_options,
            "disable_fields": self.disable_fields,
            "disable_abstract_fields": self.disable_abstract_fields,
            "display_field_choices": self.display_field_choices,
            "use_subgraph": self.use_subgraph,
            "rankdir": self.rankdir,
            "ordering": self.ordering,
        }

        if as_json:
            # We need to remove the model and field class
            # because it is not JSON serializable
            graphs = [context.flatten() for context in self.graphs]
            for context in graphs:
                for model_data in context["models"]:
                    model_data.pop("model")
                    for field_data in model_data["fields"]:
                        field_data.pop("field")
            graph_data["graphs"] = graphs
        else:
            graph_data["graphs"] = self.graphs

        return graph_data

    def add_attributes(self, field, abstract_fields):
        if self.verbose_names and field.verbose_name:
            label = force_str(field.verbose_name)
            if label.islower():
                label = label.capitalize()
        else:
            label = field.name

        t = type(field).__name__
        if isinstance(field, (OneToOneField, ForeignKey)):
            t += " ({0})".format(field.remote_field.field_name)
        if self.display_field_choices and field.choices is not None:
            choices = {c for c, _ in field.choices}
            t = str(choices)
        # TODO: ManyToManyField, GenericRelation

        return {
            "field": field,
            "name": field.name,
            "label": label,
            "type": t,
            "blank": field.blank,
            "abstract": any(
                field.creation_counter == abstract_field.creation_counter
                for abstract_field in abstract_fields
            ),
            "relation": isinstance(field, RelatedField),
            "primary_key": field.primary_key,
        }

    def add_relation(self, field, model, extras="", color=None):
        if self.verbose_names and field.verbose_name:
            label = force_str(field.verbose_name)
            if label.islower():
                label = label.capitalize()
        else:
            label = field.name

        # show related field name
        if hasattr(field, "related_query_name"):
            related_query_name = field.related_query_name()
            if self.verbose_names and related_query_name.islower():
                related_query_name = related_query_name.replace("_", " ").capitalize()
            label = "{} ({})".format(label, force_str(related_query_name))
        if self.hide_edge_labels:
            label = ""

        # handle self-relationships and lazy-relationships
        if isinstance(field.remote_field.model, str):
            if field.remote_field.model == "self":
                target_model = field.model
            else:
                if "." in field.remote_field.model:
                    app_label, model_name = field.remote_field.model.split(".", 1)
                else:
                    app_label = field.model._meta.app_label
                    model_name = field.remote_field.model
                target_model = apps.get_model(app_label, model_name)
        else:
            target_model = field.remote_field.model

        if color:
            extras = "[{}, color={}]".format(extras[1:-1], color)

        _rel = self.get_relation_context(target_model, field, label, extras)

        if _rel not in model["relations"] and self.use_model(_rel["target"]):
            return _rel

    def get_abstract_models(self, appmodels):
        abstract_models = []
        for appmodel in appmodels:
            abstract_models += [
                abstract_model
                for abstract_model in appmodel.__bases__
                if hasattr(abstract_model, "_meta") and abstract_model._meta.abstract
            ]
        abstract_models = list(set(abstract_models))  # remove duplicates
        return abstract_models

    def get_app_context(self, app):
        return Context(
            {
                "name": '"%s"' % app.name,
                "app_name": "%s" % app.name,
                "cluster_app_name": "cluster_%s" % app.name.replace(".", "_"),
                "models": [],
            }
        )

    def get_appmodel_attributes(self, appmodel):
        if self.relations_as_fields:
            attributes = [field for field in appmodel._meta.local_fields]
        else:
            # Find all the 'real' attributes. Relations are depicted as graph edges
            # instead of attributes
            attributes = [
                field
                for field in appmodel._meta.local_fields
                if not isinstance(field, RelatedField)
            ]
        return attributes

    def get_appmodel_abstracts(self, appmodel):
        return [
            abstract_model.__name__
            for abstract_model in appmodel.__bases__
            if hasattr(abstract_model, "_meta") and abstract_model._meta.abstract
        ]

    def get_appmodel_context(self, appmodel, appmodel_abstracts):
        context = {
            "model": appmodel,
            "app_name": appmodel.__module__.replace(".", "_"),
            "name": appmodel.__name__,
            "abstracts": appmodel_abstracts,
            "fields": [],
            "relations": [],
        }

        if self.verbose_names and appmodel._meta.verbose_name:
            context["label"] = force_str(appmodel._meta.verbose_name)
        else:
            context["label"] = context["name"]

        return context

    def get_bases_abstract_fields(self, c):
        _abstract_fields = []
        for e in c.__bases__:
            if hasattr(e, "_meta") and e._meta.abstract:
                _abstract_fields.extend(e._meta.fields)
                _abstract_fields.extend(self.get_bases_abstract_fields(e))
        return _abstract_fields

    def get_inheritance_context(self, appmodel, parent):
        label = "multi-table"
        if parent._meta.abstract:
            label = "abstract"
        if appmodel._meta.proxy:
            label = "proxy"
        label += r"\ninheritance"
        if self.hide_edge_labels:
            label = ""
        return {
            "target_app": parent.__module__.replace(".", "_"),
            "target": parent.__name__,
            "type": "inheritance",
            "name": "inheritance",
            "label": label,
            "arrows": "[arrowhead=empty, arrowtail=none, dir=both]",
            "needs_node": True,
        }

    def get_models(self, app):
        appmodels = list(app.get_models())
        return appmodels

    def get_relation_context(self, target_model, field, label, extras):
        return {
            "target_app": target_model.__module__.replace(".", "_"),
            "target": target_model.__name__,
            "type": type(field).__name__,
            "name": field.name,
            "label": label,
            "arrows": extras,
            "needs_node": True,
        }

    def process_attributes(self, field, model, pk, abstract_fields):
        newmodel = model.copy()
        if self.skip_field(field) or pk and field == pk:
            return newmodel
        newmodel["fields"].append(self.add_attributes(field, abstract_fields))
        return newmodel

    def process_apps(self):
        for app_label in self.app_labels:
            app = apps.get_app_config(app_label)
            if not app:
                continue
            app_graph = self.get_app_context(app)
            app_models = self.get_models(app)
            abstract_models = self.get_abstract_models(app_models)
            app_models = abstract_models + app_models

            for appmodel in app_models:
                if not self.use_model(appmodel._meta.object_name):
                    continue
                appmodel_abstracts = self.get_appmodel_abstracts(appmodel)
                abstract_fields = self.get_bases_abstract_fields(appmodel)
                model = self.get_appmodel_context(appmodel, appmodel_abstracts)
                attributes = self.get_appmodel_attributes(appmodel)

                # find primary key and print it first
                # ignoring implicit id if other pk exists
                pk = appmodel._meta.pk
                if pk and not appmodel._meta.abstract and pk in attributes:
                    model["fields"].append(self.add_attributes(pk, abstract_fields))

                for field in attributes:
                    model = self.process_attributes(field, model, pk, abstract_fields)

                if self.sort_fields:
                    model = self.sort_model_fields(model)

                for field in appmodel._meta.local_fields:
                    model = self.process_local_fields(field, model, abstract_fields)

                for field in appmodel._meta.local_many_to_many:
                    model = self.process_local_many_to_many(field, model)

                if self.inheritance:
                    # add inheritance arrows
                    for parent in appmodel.__bases__:
                        model = self.process_parent(parent, appmodel, model)

                app_graph["models"].append(model)
            if app_graph["models"]:
                self.graphs.append(app_graph)

    def process_local_fields(self, field, model, abstract_fields):
        newmodel = model.copy()
        if (
            field.attname.endswith("_ptr_id")
            or field in abstract_fields
            or self.skip_field(field)
        ):
            # excluding field redundant with inheritance relation
            # excluding fields inherited from abstract classes.
            # they too show as local_fields
            return newmodel

        color = None
        if self.color_code_deletions and isinstance(field, (OneToOneField, ForeignKey)):
            field_on_delete = getattr(field.remote_field, "on_delete", None)
            color = ON_DELETE_COLORS.get(field_on_delete)

        if isinstance(field, OneToOneField):
            relation = self.add_relation(
                field, newmodel, "[arrowhead=none, arrowtail=none, dir=both]", color
            )
        elif isinstance(field, ForeignKey):
            relation = self.add_relation(
                field,
                newmodel,
                "[arrowhead=none, arrowtail={}, dir=both]".format(self.arrow_shape),
                color,
            )
        else:
            relation = None
        if relation is not None:
            newmodel["relations"].append(relation)
        return newmodel

    def process_local_many_to_many(self, field, model):
        newmodel = model.copy()
        if self.skip_field(field):
            return newmodel
        relation = None
        if isinstance(field, ManyToManyField):
            if (
                hasattr(field.remote_field.through, "_meta")
                and field.remote_field.through._meta.auto_created
            ):
                relation = self.add_relation(
                    field,
                    newmodel,
                    "[arrowhead={} arrowtail={}, dir=both]".format(
                        self.arrow_shape, self.arrow_shape
                    ),
                )
        elif isinstance(field, GenericRelation):
            relation = self.add_relation(
                field,
                newmodel,
                mark_safe(
                    '[style="dotted", arrowhead=normal, arrowtail=normal, dir=both]'
                ),
            )
        if relation is not None:
            newmodel["relations"].append(relation)
        return newmodel

    def process_parent(self, parent, appmodel, model):
        newmodel = model.copy()
        if hasattr(parent, "_meta"):  # parent is a model
            _rel = self.get_inheritance_context(appmodel, parent)
            # TODO: seems as if abstract models aren't part of models.getModels,
            #       which is why they are printed by this without any attributes.
            if _rel not in newmodel["relations"] and self.use_model(_rel["target"]):
                newmodel["relations"].append(_rel)
        return newmodel

    def sort_model_fields(self, model):
        newmodel = model.copy()
        newmodel["fields"] = sorted(
            newmodel["fields"],
            key=lambda field: (
                not field["primary_key"],
                not field["relation"],
                field["label"],
            ),
        )
        return newmodel

    def use_model(self, model_name):
        """
        Decide whether to use a model, based on the model name and the lists of
        models to exclude and include.
        """
        # Check against include list.
        if self.include_models:
            for model_pattern in self.include_models:
                model_pattern = "^%s$" % model_pattern.replace("*", ".*")
                if re.search(model_pattern, model_name):
                    return True
        # Check against exclude list.
        if self.exclude_models:
            for model_pattern in self.exclude_models:
                model_pattern = "^%s$" % model_pattern.replace("*", ".*")
                if re.search(model_pattern, model_name):
                    return False
        # Return `True` if `include_models` is falsey, otherwise return `False`.
        return not self.include_models

    def skip_field(self, field):
        if self.exclude_columns:
            if self.verbose_names and field.verbose_name:
                if field.verbose_name in self.exclude_columns:
                    return True
            if field.name in self.exclude_columns:
                return True
        if self.relation_fields_only:
            if not isinstance(
                field,
                (
                    ForeignKey,
                    ManyToManyField,
                    OneToOneField,
                    RelatedField,
                    OneToOneRel,
                    ManyToOneRel,
                ),
            ):
                return True
        return False


def generate_dot(graph_data, template="django_extensions/graph_models/digraph.dot"):
    if isinstance(template, str):
        template = loader.get_template(template)

    if not isinstance(template, Template) and not (
        hasattr(template, "template") and isinstance(template.template, Template)
    ):
        raise Exception(
            "Default Django template loader isn't used. "
            "This can lead to the incorrect template rendering. "
            "Please, check the settings."
        )

    c = Context(graph_data).flatten()
    dot = template.render(c)

    return dot


def generate_graph_data(*args, **kwargs):
    generator = ModelGraph(*args, **kwargs)
    generator.generate_graph_data()
    return generator.get_graph_data()


def use_model(model, include_models, exclude_models):
    generator = ModelGraph(
        [], include_models=include_models, exclude_models=exclude_models
    )
    return generator.use_model(model)