Restore 0.1.5 version from stash

wolai-backend/.venv312/Lib/site-packages/pgvector/django/vector.py

@@ -0,0 +1,73 @@
+from django import forms
+from django.db.models import Field
+import numpy as np
+from ..utils import Vector
+
+
+# https://docs.djangoproject.com/en/5.0/howto/custom-model-fields/
+class VectorField(Field):
+    description = 'Vector'
+    empty_strings_allowed = False
+
+    def __init__(self, *args, dimensions=None, **kwargs):
+        self.dimensions = dimensions
+        super().__init__(*args, **kwargs)
+
+    def deconstruct(self):
+        name, path, args, kwargs = super().deconstruct()
+        if self.dimensions is not None:
+            kwargs['dimensions'] = self.dimensions
+        return name, path, args, kwargs
+
+    def db_type(self, connection):
+        if self.dimensions is None:
+            return 'vector'
+        return 'vector(%d)' % self.dimensions
+
+    def from_db_value(self, value, expression, connection):
+        return Vector._from_db(value)
+
+    def to_python(self, value):
+        if isinstance(value, list):
+            return np.array(value, dtype=np.float32)
+        return Vector._from_db(value)
+
+    def get_prep_value(self, value):
+        return Vector._to_db(value)
+
+    def value_to_string(self, obj):
+        return self.get_prep_value(self.value_from_object(obj))
+
+    def validate(self, value, model_instance):
+        if isinstance(value, np.ndarray):
+            value = value.tolist()
+        super().validate(value, model_instance)
+
+    def run_validators(self, value):
+        if isinstance(value, np.ndarray):
+            value = value.tolist()
+        super().run_validators(value)
+
+    def formfield(self, **kwargs):
+        return super().formfield(form_class=VectorFormField, **kwargs)
+
+
+class VectorWidget(forms.TextInput):
+    def format_value(self, value):
+        if isinstance(value, np.ndarray):
+            value = value.tolist()
+        return super().format_value(value)
+
+
+class VectorFormField(forms.CharField):
+    widget = VectorWidget
+
+    def has_changed(self, initial, data):
+        if isinstance(initial, np.ndarray):
+            initial = initial.tolist()
+        return super().has_changed(initial, data)
+
+    def to_python(self, value):
+        if isinstance(value, str) and value == '':
+            return None
+        return super().to_python(value)