Simple filtering approach

Author: WaVEV

django_mongodb_backend/fields/embedded_model.py

@@ -186,8 +186,9 @@ def as_mql(self, compiler, connection):
             key_transforms.insert(0, previous.key_name)
             previous = previous.lhs
         mql = previous.as_mql(compiler, connection)
-        transforms = ".".join(key_transforms)
-        return f"{mql}.{transforms}"
+        for key in key_transforms:
+            mql = {"$getField": {"input": mql, "field": key}}
+        return mql
 
     @property
     def output_field(self):

django_mongodb_backend/fields/embedded_model_array.py

@@ -1,9 +1,15 @@
+import difflib
+
+from django.core.exceptions import FieldDoesNotExist
 from django.db.models import Field
+from django.db.models.lookups import Transform
 
 from .. import forms
+from ..query_utils import process_lhs, process_rhs
 from . import EmbeddedModelField
 from .array import ArrayField
 from .embedded_model import EMFExact
+from .json import build_json_mql_path
 
 
 class EmbeddedModelArrayField(ArrayField):
@@ -50,17 +56,71 @@ def formfield(self, **kwargs):
         )
 
     def get_transform(self, name):
-        # TODO: ...
-        return self.base_field.get_transform(name)
-        # Copied from EmbedddedModelField -- customize?
-        #        transform = super().get_transform(name)
-        #        if transform:
-        #            return transform
-        #        field = self.embedded_model._meta.get_field(name)
-        #        return KeyTransformFactory(name, field)
+        transform = super().get_transform(name)
+        if transform:
+            return transform
+        field = self.base_field.embedded_model._meta.get_field(name)
+        return KeyTransformFactory(name, field)
 
 
 @EmbeddedModelArrayField.register_lookup
 class EMFArrayExact(EMFExact):
-    # TODO
-    pass
+    def as_mql(self, compiler, connection):
+        mql, key_transforms, json_key_transforms = self.lhs.preprocess_lhs(compiler, connection)
+        # TODO, maybe a new flow of transform query must be build
+        # this part must merge the two part of the transform train.
+        value = process_rhs(self, compiler, connection)
+        transforms = build_json_mql_path("$$this", key_transforms)
+        return {
+            "$reduce": {
+                "input": mql,
+                "initialValue": False,
+                "in": {"$or": ["$$value", {"$eq": [f"$$this.{transforms}", value]}]},
+            }
+        }
+
+
+class KeyTransform(Transform):
+    # it should be different class than EMF keytransform even most of the methods are equal.
+    def __init__(self, key_name, ref_field, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        self.key_name = str(key_name)
+        self.ref_field = ref_field
+
+    def get_lookup(self, name):
+        return self.ref_field.get_lookup(name)
+
+    def get_transform(self, name):
+        """
+        Validate that `name` is either a field of an embedded model or a
+        lookup on an embedded model's field.
+        """
+        if transform := self.ref_field.get_transform(name):
+            return transform
+        suggested_lookups = difflib.get_close_matches(name, self.ref_field.get_lookups())
+        if suggested_lookups:
+            suggested_lookups = " or ".join(suggested_lookups)
+            suggestion = f", perhaps you meant {suggested_lookups}?"
+        else:
+            suggestion = "."
+        raise FieldDoesNotExist(
+            f"Unsupported lookup '{name}' for "
+            f"{self.ref_field.__class__.__name__} '{self.ref_field.name}'"
+            f"{suggestion}"
+        )
+
+    def as_mql(self, compiler, connection):
+        return process_lhs(self, compiler, connection)
+
+    @property
+    def output_field(self):
+        return self.ref_field
+
+
+class KeyTransformFactory:
+    def __init__(self, key_name, ref_field):
+        self.key_name = key_name
+        self.ref_field = ref_field
+
+    def __call__(self, *args, **kwargs):
+        return KeyTransform(self.key_name, self.ref_field, *args, **kwargs)

tests/model_fields_/test_embedded_model.py

@@ -17,17 +17,11 @@
 from django_mongodb_backend.fields import EmbeddedModelField
 from django_mongodb_backend.models import EmbeddedModel
 
-
 from .models import (
-    A,
     Address,
     Author,
-    B,
     Book,
-    C,
-    D,
     Data,
-    E,
     Holder,
     Library,
     Movie,