diff options
Diffstat (limited to '.venv/lib/python3.12/site-packages/pgvector/peewee/sparsevec.py')
-rw-r--r-- | .venv/lib/python3.12/site-packages/pgvector/peewee/sparsevec.py | 34 |
1 files changed, 34 insertions, 0 deletions
diff --git a/.venv/lib/python3.12/site-packages/pgvector/peewee/sparsevec.py b/.venv/lib/python3.12/site-packages/pgvector/peewee/sparsevec.py new file mode 100644 index 00000000..67f7d1b9 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/pgvector/peewee/sparsevec.py @@ -0,0 +1,34 @@ +from peewee import Expression, Field +from ..utils import SparseVector + + +class SparseVectorField(Field): + field_type = 'sparsevec' + + def __init__(self, dimensions=None, *args, **kwargs): + self.dimensions = dimensions + super(SparseVectorField, self).__init__(*args, **kwargs) + + def get_modifiers(self): + return self.dimensions and [self.dimensions] or None + + def db_value(self, value): + return SparseVector._to_db(value) + + def python_value(self, value): + return SparseVector._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) |