from django import forms
from django.contrib.admin import widgets
from django.forms import (
    BaseInlineFormSet,
    BooleanField,
    Form,
    HiddenInput,
    ModelForm,
    ModelMultipleChoiceField,
    ModelChoiceField,
    ChoiceField,
    CharField,
    ValidationError,
    modelformset_factory,
    CheckboxSelectMultiple
)
from django.forms import inlineformset_factory
from django.shortcuts import get_object_or_404
from django_jsonforms.forms import JSONSchemaField
from django_svelte_jsoneditor.widgets import SvelteJSONEditorWidget


from atlas.models import (
    Case,
    CaseCollection,
    CaseDetail,
    CidReportAnswer,
    Differential,
    Finding,
    QuestionSchema,
    Resource,
    SelfReview,
    Series,
    SeriesImage,
    SeriesFinding,
    Condition,
    Structure,
    Subspecialty,
    UncategorisedDicom,
    UserReportAnswer,
)

from anatomy.models import Modality

from generic.models import Examination#, Sign

# from generic.models import Examination, Site, Condition, Sign

from django.contrib.admin.widgets import FilteredSelectMultiple
from django.forms.widgets import RadioSelect, TextInput, Textarea

from tinymce.widgets import TinyMCE

from dal import autocomplete

from autocomplete import widgets as htmx_widgets

import logging

from generic.forms import ExamAuthorFormMixin, ExamGroupsFormMixin

from crispy_forms.helper import FormHelper

from atlas.helpers import get_cases_available_to_user


class ConditionForm(ModelForm):
    class Meta:
        model = Condition
        exclude = ["rcr_curriculum"]

        widgets = {
            "synonym": autocomplete.ModelSelect2Multiple(
                url="atlas:condition-autocomplete"
            ),
            "parent": autocomplete.ModelSelect2Multiple(
                url="atlas:condition-autocomplete"
            ),
            "rcr_curriculum_map": autocomplete.ModelSelect2Multiple(
                url="atlas:condition-autocomplete-rcr-curriculum"
            ),
        }


class CaseCollectionForm(ModelForm):
    class Meta:
        model = CaseCollection
        exclude = ["cases", "valid_cid_users", "valid_user_users", "author"]

    def __init__(self, *args, **kwargs):
        self.user = kwargs.pop(
            "user"
        )  # To get request.user. Do not use kwargs.pop('user', None) due to potential security hole
        if kwargs.get("instance"):
            # We get the 'initial' keyword argument or initialize it
            # as a dict if it didn't exist.
            initial = kwargs.setdefault("initial", {})
            # The widget for a ModelMultipleChoiceField expects
            # a list of primary key for the selected data.
            # initial["exams"] = [t.pk for t in kwargs["instance"].exams.all()]

        ModelForm.__init__(self, *args, **kwargs)

        super(CaseCollectionForm, self).__init__(*args, **kwargs)

    def save(self, commit=True):
        # Get the unsaved Case instance
        instance = ModelForm.save(self, False)


        # Do we need to save all changes now?
        # if commit:
        instance.save()
        self.save_m2m()

        return instance


class FindingForm(ModelForm):
    class Meta:
        model = Finding
        exclude = []

        widgets = {
            "synonym": autocomplete.ModelSelect2Multiple(
                url="atlas:finding-autocomplete"
            ),
        }


class StructureForm(ModelForm):
    class Meta:
        model = Structure
        exclude = []

        widgets = {
            "synonym": autocomplete.ModelSelect2Multiple(
                url="atlas:structure-autocomplete"
            ),
        }


class SeriesFindingForm(ModelForm):
    class Meta:
        model = SeriesFinding
        exclude = ["series", "annotation_json", "viewport_json", "current_image_id_index"]

        widgets = {
            "findings": autocomplete.ModelSelect2Multiple(
                url="atlas:finding-autocomplete"
            ),
            "structures": autocomplete.ModelSelect2Multiple(
                url="atlas:structure-autocomplete"
            ),
            "conditions": autocomplete.ModelSelect2Multiple(
                url="atlas:condition-autocomplete"
            ),

        }

    def __init__(self, *args, **kwargs):
        if kwargs.get("series_id"):
            # We get the 'initial' keyword argument or initialize it
            # as a dict if it didn't exist.
            initial = kwargs.setdefault("initial", {})
            # The widget for a ModelMultipleChoiceField expects
            # a list of primary key for the selected data.
            initial["series"] = kwargs.pop("series_id")
        # elif kwargs.get("instance"):
        #    # We get the 'initial' keyword argument or initialize it
        #    # as a dict if it didn't exist.
        #    initial = kwargs.setdefault("initial", {})
        #    # The widget for a ModelMultipleChoiceField expects
        #    # a list of primary key for the selected data.
        #    #initial["structures"] = [t.pk for t in kwargs["structures"].case.all()]
        #    #initial["structures"] = [t.pk for t in kwargs["structures"].case.all()]

        super(SeriesFindingForm, self).__init__(*args, **kwargs)

        ModelForm.__init__(self, *args, **kwargs)


class SeriesForm(ModelForm):
    class Media:
        # Django also includes a few javascript files necessary
        # for the operation of this form element. You need to
        # include <script src="/admin/jsi18n"></script>
        # in the template.
        css = {
            "all": ["css/widgets.css"],
        }
        # Adding this javascript is crucial
        js = ["jsi18n.js", "tesseract.min.js", "js/upload_form_helpers.js"]

    def __init__(self, *args, **kwargs):
        self.user = kwargs.pop(
            "user"
        )  # To get request.user. Do not use kwargs.pop('user', None) due to potential security hole
        if kwargs.get("instance"):
            # We get the 'initial' keyword argument or initialize it
            # as a dict if it didn't exist.
            initial = kwargs.setdefault("initial", {})
            # The widget for a ModelMultipleChoiceField expects
            # a list of primary key for the selected data.
            initial["case"] = [t.pk for t in kwargs["instance"].case.all()]

        super(SeriesForm, self).__init__(*args, **kwargs)
        # self.fields["examination"] = ModelChoiceField(
        #    queryset=Examination.objects.all(),
        #    widget=FilteredSelectMultiple(verbose_name="Examination", is_stacked=False),
        # )

        self.fields["modality"] = ModelChoiceField(
            required=True,
            queryset=Modality.objects.all(),
        )

        ModelForm.__init__(self, *args, **kwargs)

        if self.user.groups.filter(name="atlas_editor").exists():
            case_queryset = Case.objects.all()
        else:
            case_queryset = Case.objects.filter(
                author__id=self.user.id
            )  # | Case.objects.filter(open_access=True)

        self.fields["case"] = ModelMultipleChoiceField(
            required=False,
            queryset=case_queryset,
            widget=FilteredSelectMultiple(verbose_name="Case", is_stacked=False),
        )

    def save(self, commit=True):
        # Get the unsaved Long instance
        instance = ModelForm.save(self, False)

        # Prepare a 'save_m2m' method for the form,
        old_save_m2m = self.save_m2m

        def save_m2m():
            old_save_m2m()
            instance.case.clear()
            for case in self.cleaned_data["case"]:
                # We need the id here
                instance.case.add(case.pk)

        self.save_m2m = save_m2m

        # Do we need to save all changes now?
        # if commit:
        instance.save()
        self.save_m2m()

        # instance.anonymise_images()

        return instance

    class Meta:
        model = Series
        exclude = ["author", "series_instance_uid"]

        widgets = {
            "examination": autocomplete.ModelSelect2(
                url="generic:examination-autocomplete"
            ),
            "description": Textarea(attrs={"maxlength": 1000, "rows": 5, "cols": 80}),
        }


class CaseForm(ModelForm):

    # exams = ModelMultipleChoiceField(required=False, queryset=Exam.objects.all(),widget=FilteredSelectMultiple(verbose_name="Exams", is_stacked=False))


    class Media:
        # Django also includes a few javascript files necessary
        # for the operation of this form element. You need to
        # include <script src="/admin/jsi18n"></script>
        # in the template.
        css = {
            "all": ["css/widgets.css"],
        }
        # Adding this javascript is crucial
        js = ["jsi18n.js", "tesseract.min.js", "js/upload_form_helpers.js"]

    def __init__(self, *args, **kwargs):
        logging.info("LOG")
        logging.debug(kwargs)
        self.user = kwargs.pop(
            "user"
        )  # To get request.user. Do not use kwargs.pop('user', None) due to potential security hole

        # This is populated if we create the case from an exam/collection
        self.collection = None
        if kwargs["initial"] is not None and  "exams" in kwargs["initial"]:
            collections = kwargs["initial"].pop("exams")
            logging.debug(collections)

            self.collection = get_object_or_404(CaseCollection, pk=collections[0])

        if kwargs.get("instance"):
            # We get the 'initial' keyword argument or initialize it
            # as a dict if it didn't exist.
            initial = kwargs.setdefault("initial", {})
            # The widget for a ModelMultipleChoiceField expects
            # a list of primary key for the selected data.
            # initial["exams"] = [t.pk for t in kwargs["instance"].exams.all()]



        ModelForm.__init__(self, *args, **kwargs)

        super(CaseForm, self).__init__(*args, **kwargs)
        # self.fields["series"].queryset =

        if self.user.groups.filter(name="atlas_editor").exists():
            case_queryset = Case.objects.all().order_by("pk")
        else:
            case_queryset = get_cases_available_to_user(self.user)
        self.fields["previous_case"].queryset=case_queryset

    def get_queryset(self, request):
        return (
            super()
            .get_queryset(request)
            .prefetch_related(
                "condition", "subspecialty", "pathological_process", "series"
            )
        )

    class Meta:
        model = Case
        # fields = ['due_back']
        # fields = '__all__'
        fields = [
            # "examination",
            # "site",
            "title",
            "subspecialty",
            "description",
            "history",
            "presentation",
            "discussion",
            "condition",
            "pathological_process",
            "report",
            "open_access",
            "previous_case",
            "diagnostic_certainty",
        ]
        # fields = ['question', 'findings', 'subspecialty', 'references']
        widgets = {
            # "normal": RadioSelect(
            # choices=[(True, 'Yes'),
            #     (False, 'No')])
            # "findings": TinyMCE(attrs={"cols": 80, "rows": 20}),
            # "mark_scheme": TinyMCE(attrs={"cols": 80, "rows": 30}),
            "description": Textarea(attrs={"cols": 80, "rows": 5}),
            "history": Textarea(attrs={"cols": 80, "rows": 5}),
            "discussion": Textarea(attrs={"cols": 80, "rows": 5}),
            "condition": autocomplete.ModelSelect2Multiple(
                url="atlas:condition-autocomplete"
            ),
            "presentation": autocomplete.ModelSelect2Multiple(
                url="atlas:presentation-autocomplete"
            ),
            "subspecialty": CheckboxSelectMultiple(),
            "pathological_process": CheckboxSelectMultiple()
        }

    def save(self, commit=True):
        # Get the unsaved Case instance
        instance = ModelForm.save(self, False)


        # Prepare a 'save_m2m' method for the form,
        old_save_m2m = self.save_m2m

        def save_m2m():
            old_save_m2m()
            # instance.exams.clear()
            # for exam in self.cleaned_data["exams"]:
            #    # We need the id here
            #    instance.exams.add(exam.pk)

        self.save_m2m = save_m2m

        # Do we need to save all changes now?
        # if commit:
        instance.save()
        self.save_m2m()

        logging.debug(f"{self.collection=}")

        if self.collection is not None:
            logging.debug(f"{self.collection=}")
            case_no = self.collection.cases.count() + 1
            logging.debug(f"{case_no=}")
            logging.debug(f"{instance=}")

            # Create through model
            #cd = CaseDetail(case=instance, collection=exam, sort_order=case_no)
            self.collection.cases.add(instance, through_defaults={"sort_order": case_no})

        return instance


CaseDifferentialFormSet = inlineformset_factory(
    Case,
    Differential,
    exclude=[],
    can_delete=True,
    extra=1,
    max_num=10,
    widgets={
        "condition": autocomplete.ModelSelect2(url="atlas:condition-autocomplete"),
        "text": Textarea(attrs={"maxlength": 1000, "rows": 3, "cols": 80}),
    },
)

class ResourceForm(ModelForm):
    class Meta:
        model = Resource
        exclude = ["author"]

        widgets = {
            "description": Textarea(attrs={"cols": 80, "rows": 5}),
            "url": TextInput(attrs={"cols": 80, "rows": 1}),
        }


class CaseResourceForm(ModelForm):

    def __init__(self, *args, user, **kwargs):
        super(CaseResourceForm, self).__init__(*args, **kwargs)

        if not user.groups.filter(name="atlas_editor").exists():
            queryset = Resource.objects.filter(author__id=user.id)
        else:
            queryset = Resource.objects.all()

        self.fields["resource"] = ModelChoiceField(
            required=False,
            queryset=queryset,
            # widget=Select(verbose_name="Series", is_stacked=False),
        )

        self.fields["pre_review"] = BooleanField(required=False)


class CaseSeriesForm(ModelForm):

    def __init__(self, *args, user, **kwargs):
        super(CaseSeriesForm, self).__init__(*args, **kwargs)

        if not user.groups.filter(name="atlas_editor").exists():
            queryset = Series.objects.filter(author__id=user.id)
        else:
            queryset = Series.objects.all()

        self.fields["series"] = ModelChoiceField(
            required=False,
            queryset=queryset,
            # widget=Select(verbose_name="Series", is_stacked=False),
        )




class CaseCollectionCaseForm(ModelForm):
    def __init__(self, *args, user, collection=None, **kwargs):
        super(CaseCollectionCaseForm, self).__init__(*args, **kwargs)

        queryset = get_cases_available_to_user(user, collection=collection)

        self.fields["case"] = ModelChoiceField(
            required=False,
            queryset=queryset,
            # widget=Select(verbose_name="Series", is_stacked=False),
        )


SeriesFormSet = inlineformset_factory(
    Case,
    Series.case.through,
    form=CaseSeriesForm,
    exclude=[],
    can_delete=True,
    extra=0,
    max_num=10,
)

CaseCollectionCaseFormSet = inlineformset_factory(
    CaseCollection,
    Case.casecollection_set.through,
    form=CaseCollectionCaseForm,
    exclude=["question_schema", "question_answers"],
    can_delete=True,
    extra=0,
    max_num=50,
)

CaseResourceFormSet = inlineformset_factory(
    Case,
    Resource.case_set.through,
    form=CaseResourceForm,
    exclude=[],
    can_delete=True,
    extra=1,
    max_num=10,
)

SeriesImageFormSet = inlineformset_factory(
    Series,
    SeriesImage,
    exclude=["dicom_tags_ohif", "replaced", "image_md5_hash", "image_blake3_hash", "is_dicom"],
    can_delete=True,
    extra=0,
    max_num=2000,
)


class JsonAnswerForm(Form):
    json_answer = JSONSchemaField(
        schema = {},
        #options = 'schema/options.json'
        options = 'schema/options.json'
    )
    class Meta:
        fields = ["json_answer"]

    def __init__(self, *args, question_schema=None,  **kwargs):
        super(JsonAnswerForm, self).__init__(*args, **kwargs)
        if question_schema is not None:
            self.fields["json_answer"] = JSONSchemaField(schema=question_schema, options='schema/options.json')
            self.fields["json_answer"].label = False

class BaseReportAnswerForm(ModelForm):
    class Meta:
        fields = ["answer"]

        widgets = {
            # "normal": RadioSelect(
            # choices=[(True, 'Yes'),
            #     (False, 'No')])
            # "findings": TinyMCE(attrs={"cols": 80, "rows": 20}),
            # "mark_scheme": TinyMCE(attrs={"cols": 80, "rows": 30}),
            "answer": Textarea(attrs={"cols": 100, "rows": 5, "placeholder":"Report text"}),
        }

        # help_texts = {
        #    "answer": "Write your answer in here."
        # }

    def __init__(self, *args, case_detail,  **kwargs):
        super(BaseReportAnswerForm, self).__init__(*args, **kwargs)
        self.fields["answer"].required = False

class BaseQuestionAnswerForm(ModelForm):
    json_answer = JSONSchemaField(
        schema = {},
        options = 'schema/options.json'
    )
    class Meta:
        fields = ["json_answer"]
        labels = {"json_answer": ""}

        # help_texts = {
        #    "answer": "Write your answer in here."
        # }

    def __init__(self, *args, case_detail,  **kwargs):
        super(BaseQuestionAnswerForm, self).__init__(*args, **kwargs)
        #self.fields["json_answer"].schema = case_detail.question_schema
        if case_detail.question_schema is not None:
            self.fields["json_answer"] = JSONSchemaField(schema=case_detail.question_schema, options="schema/options.json")
            self.fields["json_answer"].label = ""


class CidReportAnswerForm(BaseReportAnswerForm):
    class Meta(BaseReportAnswerForm.Meta):
        model = CidReportAnswer

class UserReportAnswerForm(BaseReportAnswerForm):
    class Meta(BaseReportAnswerForm.Meta):
        model = UserReportAnswer

class CidQuestionAnswerForm(BaseQuestionAnswerForm):
    class Meta(BaseQuestionAnswerForm.Meta):
        model = CidReportAnswer

class UserQuestionAnswerForm(BaseQuestionAnswerForm):
    class Meta(BaseQuestionAnswerForm.Meta):
        model = UserReportAnswer

class CidReportAnswerMarkForm(ModelForm):
    class Meta:
        model = CidReportAnswer
        fields = ["score", "feedback"]

        widgets = {
            # "normal": RadioSelect(
            # choices=[(True, 'Yes'),
            #     (False, 'No')])
            # "findings": TinyMCE(attrs={"cols": 80, "rows": 20}),
            # "mark_scheme": TinyMCE(attrs={"cols": 80, "rows": 30}),
            "feedback": Textarea(attrs={"cols": 80, "rows": 4}),
        }

    def __init__(self, *args, **kwargs):
        super(CidReportAnswerMarkForm, self).__init__(*args, **kwargs)
        self.fields["score"].required = False


#class AddCollectionToCaseForm(Form):
#
#    def __init__(self, *args, user, **kwargs):
#        super(AddCollectionToCaseForm, self).__init__(*args, **kwargs)
#        print("INIT", args, kwargs)
#
#        if not user.groups.filter(name="atlas_editor").exists():
#            queryset = CaseCollection.objects.filter(author__id=user.id)
#        else:
#            queryset = CaseCollection.objects.all()
#        
#        self.valid_collections = queryset
#        self.case = get_object_or_404(Case, pk=pk)
#
#        self.fields["casecollection"] = ModelMultipleChoiceField(
#            required=False,
#            queryset=queryset,
#            # widget=Select(verbose_name="Series", is_stacked=False),
#        )
#
#    def save(self, *args, **kwargs):
#        print("SAVE", args, kwargs)
#        instance = super(AddCollectionToCaseForm, self).save(*args, **kwargs)
#
#        # Here we save the modified project selection back into the database
#        instance.casecollection_set.set(self.cleaned_data['casecollection'])
#
#        print(f"{instance=}")
#
#        return instance
#
#    def clean_casecollection(self):
#        collection_set = self.cleaned_data["casecollection"]
#
#        print(f"{collection_set=}")
#
#        for col in collection_set:
#            if col not in self.valid_collections:
#                raise ValidationError("Invalid collection")
#
#        return collection_set

class AddCollectionToCaseForm(Form):

    def __init__(self, *args, user, **kwargs):
        super(AddCollectionToCaseForm, self).__init__(*args, **kwargs)
        print("INIT", args, kwargs)

        if not user.groups.filter(name="atlas_editor").exists():
            queryset = CaseCollection.objects.filter(author__id=user.id)
        else:
            queryset = CaseCollection.objects.all()
        
        self.valid_collections = queryset

        self.fields["casecollection"] = ModelMultipleChoiceField(
            required=False,
            queryset=queryset,
            # widget=Select(verbose_name="Series", is_stacked=False),
        )

    def save(self, *args, **kwargs):
        print("SAVE", args, kwargs)
        instance = super(AddCollectionToCaseForm, self).save(*args, **kwargs)

        # Here we save the modified project selection back into the database
        instance.casecollection_set.set(self.cleaned_data['casecollection'])

        print(f"{instance=}")

        return instance

    def clean_casecollection(self):
        collection_set = self.cleaned_data["casecollection"]

        print(f"{collection_set=}")

        for col in collection_set:
            if col not in self.valid_collections:
                raise ValidationError("Invalid collection")

        return collection_set


class SelfReviewForm(ModelForm):

    class Meta:
        model = SelfReview
        fields = ["user_exam", "case", "comments", "findings", "interpretation"]
        widgets = {"user_exam": HiddenInput(), "case": HiddenInput()}

    def __init__(self, *args, **kwargs):
        if "user_exam_id" in kwargs:
            user_exam_id = kwargs.pop("user_exam_id")
        if "case_id" in kwargs:
            case_id = kwargs.pop("case_id")

        ModelForm.__init__(self, *args, **kwargs)
        super(SelfReviewForm, self).__init__(*args, **kwargs)

    
class UncategorisedDicomForm(ModelForm):
    class Meta:
        model = UncategorisedDicom
        fields = ["image"]#, "user"]


#UncategorisedDicomFormset = formset_factory(UncategorisedDicomForm)

#class ConditionAutocompleteFormModel(forms.ModelForm):
#    class Meta:
#        model = Condition
#        fields = ["name"]
#        widgets = {
#            'members': widgets.Autocomplete(
#                name='members',
#                options=dict(multiselect=True, model=Condition)
#            )
#        }

class ConditionAutocompleteForm(Form):
    condition = ModelChoiceField(queryset=Condition.objects.all(), widget=htmx_widgets.Autocomplete(
        name="conditions", options=dict(model=Condition)
    ))


class CaseCollectionAuthorForm(ExamAuthorFormMixin):
    class Meta(ExamAuthorFormMixin.Meta):
        model = CaseCollection

class CaseAuthorForm(ExamAuthorFormMixin):
    class Meta(ExamAuthorFormMixin.Meta):
        model = Case
class SeriesAuthorForm(ExamAuthorFormMixin):
    class Meta(ExamAuthorFormMixin.Meta):
        model = Series

class ExamGroupsForm(ExamGroupsFormMixin):
    class Meta(ExamGroupsFormMixin.Meta):
        model = CaseCollection

class AnswerJSONForm(Form):

    json = JSONSchemaField(
        schema = 'schema/schema.json',
        options = 'schema/options.json'
    )


class SvelteJSONEditorWidgetOverride(SvelteJSONEditorWidget):
    template_name = "atlas/svelte_jsoneditor_widget_override.html"

class CaseDetailForm(ModelForm):

    class Meta:
        model = CaseDetail
        fields = ["question_schema", "question_answers"]#, "user"]

        widgets = {
            "question_schema": SvelteJSONEditorWidgetOverride(),
            "question_answers": SvelteJSONEditorWidgetOverride(),
        }


class QuestionSchemaForm(ModelForm):
    class Meta:
        model = QuestionSchema
        fields = ["name", "description", "schema"]

        widgets = {
            "schema": SvelteJSONEditorWidgetOverride(),
        }

class PriorCaseForm(Form):

    relation = CharField(max_length=255, required=True)

    #def __init__(self, *args, **kwargs):
    #    self.case_detail = kwargs.pop(
    #        "case_detail"
    #    )  # To get request.user. Do not use kwargs.pop('user', None) due to potential security hole

    #    super(PriorCaseForm, self).__init__(*args, **kwargs)

    #    prior_cases = self.case_detail.case.get_all_prior_cases()

    #    if not prior_cases:
    #        prior_cases = Case.objects.none()

    #    self.fields["case"] = ChoiceField(
    #        required=False,
    #        # widget=Select(verbose_name="Series", is_stacked=False),
    #    )