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-rw-r--r--.venv/lib/python3.12/site-packages/pgvector/peewee/halfvec.py34
1 files changed, 34 insertions, 0 deletions
diff --git a/.venv/lib/python3.12/site-packages/pgvector/peewee/halfvec.py b/.venv/lib/python3.12/site-packages/pgvector/peewee/halfvec.py
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+++ b/.venv/lib/python3.12/site-packages/pgvector/peewee/halfvec.py
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+from peewee import Expression, Field
+from ..utils import HalfVector
+
+
+class HalfVectorField(Field):
+ field_type = 'halfvec'
+
+ def __init__(self, dimensions=None, *args, **kwargs):
+ self.dimensions = dimensions
+ super(HalfVectorField, self).__init__(*args, **kwargs)
+
+ def get_modifiers(self):
+ return self.dimensions and [self.dimensions] or None
+
+ def db_value(self, value):
+ return HalfVector._to_db(value)
+
+ def python_value(self, value):
+ return HalfVector._from_db(value)
+
+ def _distance(self, op, vector):
+ return Expression(lhs=self, op=op, rhs=self.to_value(vector))
+
+ def l2_distance(self, vector):
+ return self._distance('<->', vector)
+
+ def max_inner_product(self, vector):
+ return self._distance('<#>', vector)
+
+ def cosine_distance(self, vector):
+ return self._distance('<=>', vector)
+
+ def l1_distance(self, vector):
+ return self._distance('<+>', vector)