two version of R2R are hereHEADmaster

6 files changed, 243 insertions, 0 deletions

diff --git a/.venv/lib/python3.12/site-packages/pgvector/psycopg/__init__.py b/.venv/lib/python3.12/site-packages/pgvector/psycopg/__init__.py
new file mode 100644
index 00000000..9007c374
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/pgvector/psycopg/__init__.py
@@ -0,0 +1,11 @@
+from .register import register_vector, register_vector_async
+from ..utils import Bit, HalfVector, SparseVector, Vector
+
+__all__ = [
+    'register_vector',
+    'register_vector_async',
+    'Vector',
+    'HalfVector',
+    'Bit',
+    'SparseVector'
+]
diff --git a/.venv/lib/python3.12/site-packages/pgvector/psycopg/bit.py b/.venv/lib/python3.12/site-packages/pgvector/psycopg/bit.py
new file mode 100644
index 00000000..f8eeb610
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/pgvector/psycopg/bit.py
@@ -0,0 +1,31 @@
+from psycopg.adapt import Dumper
+from psycopg.pq import Format
+from ..utils import Bit
+
+
+class BitDumper(Dumper):
+
+    format = Format.TEXT
+
+    def dump(self, obj):
+        return Bit._to_db(obj).encode('utf8')
+
+
+class BitBinaryDumper(BitDumper):
+
+    format = Format.BINARY
+
+    def dump(self, obj):
+        return Bit._to_db_binary(obj)
+
+
+def register_bit_info(context, info):
+    info.register(context)
+
+    # add oid to anonymous class for set_types
+    text_dumper = type('', (BitDumper,), {'oid': info.oid})
+    binary_dumper = type('', (BitBinaryDumper,), {'oid': info.oid})
+
+    adapters = context.adapters
+    adapters.register_dumper(Bit, text_dumper)
+    adapters.register_dumper(Bit, binary_dumper)
diff --git a/.venv/lib/python3.12/site-packages/pgvector/psycopg/halfvec.py b/.venv/lib/python3.12/site-packages/pgvector/psycopg/halfvec.py
new file mode 100644
index 00000000..351d2cb7
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/pgvector/psycopg/halfvec.py
@@ -0,0 +1,53 @@
+from psycopg.adapt import Loader, Dumper
+from psycopg.pq import Format
+from ..utils import HalfVector
+
+
+class HalfVectorDumper(Dumper):
+
+    format = Format.TEXT
+
+    def dump(self, obj):
+        return HalfVector._to_db(obj).encode('utf8')
+
+
+class HalfVectorBinaryDumper(HalfVectorDumper):
+
+    format = Format.BINARY
+
+    def dump(self, obj):
+        return HalfVector._to_db_binary(obj)
+
+
+class HalfVectorLoader(Loader):
+
+    format = Format.TEXT
+
+    def load(self, data):
+        if isinstance(data, memoryview):
+            data = bytes(data)
+        return HalfVector._from_db(data.decode('utf8'))
+
+
+class HalfVectorBinaryLoader(HalfVectorLoader):
+
+    format = Format.BINARY
+
+    def load(self, data):
+        if isinstance(data, memoryview):
+            data = bytes(data)
+        return HalfVector._from_db_binary(data)
+
+
+def register_halfvec_info(context, info):
+    info.register(context)
+
+    # add oid to anonymous class for set_types
+    text_dumper = type('', (HalfVectorDumper,), {'oid': info.oid})
+    binary_dumper = type('', (HalfVectorBinaryDumper,), {'oid': info.oid})
+
+    adapters = context.adapters
+    adapters.register_dumper(HalfVector, text_dumper)
+    adapters.register_dumper(HalfVector, binary_dumper)
+    adapters.register_loader(info.oid, HalfVectorLoader)
+    adapters.register_loader(info.oid, HalfVectorBinaryLoader)
diff --git a/.venv/lib/python3.12/site-packages/pgvector/psycopg/register.py b/.venv/lib/python3.12/site-packages/pgvector/psycopg/register.py
new file mode 100644
index 00000000..b93fd3ee
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/pgvector/psycopg/register.py
@@ -0,0 +1,37 @@
+from psycopg.types import TypeInfo
+from .bit import register_bit_info
+from .halfvec import register_halfvec_info
+from .sparsevec import register_sparsevec_info
+from .vector import register_vector_info
+
+
+def register_vector(context):
+    info = TypeInfo.fetch(context, 'vector')
+    register_vector_info(context, info)
+
+    info = TypeInfo.fetch(context, 'bit')
+    register_bit_info(context, info)
+
+    info = TypeInfo.fetch(context, 'halfvec')
+    if info is not None:
+        register_halfvec_info(context, info)
+
+    info = TypeInfo.fetch(context, 'sparsevec')
+    if info is not None:
+        register_sparsevec_info(context, info)
+
+
+async def register_vector_async(context):
+    info = await TypeInfo.fetch(context, 'vector')
+    register_vector_info(context, info)
+
+    info = await TypeInfo.fetch(context, 'bit')
+    register_bit_info(context, info)
+
+    info = await TypeInfo.fetch(context, 'halfvec')
+    if info is not None:
+        register_halfvec_info(context, info)
+
+    info = await TypeInfo.fetch(context, 'sparsevec')
+    if info is not None:
+        register_sparsevec_info(context, info)
diff --git a/.venv/lib/python3.12/site-packages/pgvector/psycopg/sparsevec.py b/.venv/lib/python3.12/site-packages/pgvector/psycopg/sparsevec.py
new file mode 100644
index 00000000..435fd067
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/pgvector/psycopg/sparsevec.py
@@ -0,0 +1,53 @@
+from psycopg.adapt import Loader, Dumper
+from psycopg.pq import Format
+from ..utils import SparseVector
+
+
+class SparseVectorDumper(Dumper):
+
+    format = Format.TEXT
+
+    def dump(self, obj):
+        return SparseVector._to_db(obj).encode('utf8')
+
+
+class SparseVectorBinaryDumper(SparseVectorDumper):
+
+    format = Format.BINARY
+
+    def dump(self, obj):
+        return SparseVector._to_db_binary(obj)
+
+
+class SparseVectorLoader(Loader):
+
+    format = Format.TEXT
+
+    def load(self, data):
+        if isinstance(data, memoryview):
+            data = bytes(data)
+        return SparseVector._from_db(data.decode('utf8'))
+
+
+class SparseVectorBinaryLoader(SparseVectorLoader):
+
+    format = Format.BINARY
+
+    def load(self, data):
+        if isinstance(data, memoryview):
+            data = bytes(data)
+        return SparseVector._from_db_binary(data)
+
+
+def register_sparsevec_info(context, info):
+    info.register(context)
+
+    # add oid to anonymous class for set_types
+    text_dumper = type('', (SparseVectorDumper,), {'oid': info.oid})
+    binary_dumper = type('', (SparseVectorBinaryDumper,), {'oid': info.oid})
+
+    adapters = context.adapters
+    adapters.register_dumper(SparseVector, text_dumper)
+    adapters.register_dumper(SparseVector, binary_dumper)
+    adapters.register_loader(info.oid, SparseVectorLoader)
+    adapters.register_loader(info.oid, SparseVectorBinaryLoader)
diff --git a/.venv/lib/python3.12/site-packages/pgvector/psycopg/vector.py b/.venv/lib/python3.12/site-packages/pgvector/psycopg/vector.py
new file mode 100644
index 00000000..0f62ca98
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/pgvector/psycopg/vector.py
@@ -0,0 +1,58 @@
+import psycopg
+from psycopg.adapt import Loader, Dumper
+from psycopg.pq import Format
+from ..utils import Vector
+
+
+class VectorDumper(Dumper):
+
+    format = Format.TEXT
+
+    def dump(self, obj):
+        return Vector._to_db(obj).encode('utf8')
+
+
+class VectorBinaryDumper(VectorDumper):
+
+    format = Format.BINARY
+
+    def dump(self, obj):
+        return Vector._to_db_binary(obj)
+
+
+class VectorLoader(Loader):
+
+    format = Format.TEXT
+
+    def load(self, data):
+        if isinstance(data, memoryview):
+            data = bytes(data)
+        return Vector._from_db(data.decode('utf8'))
+
+
+class VectorBinaryLoader(VectorLoader):
+
+    format = Format.BINARY
+
+    def load(self, data):
+        if isinstance(data, memoryview):
+            data = bytes(data)
+        return Vector._from_db_binary(data)
+
+
+def register_vector_info(context, info):
+    if info is None:
+        raise psycopg.ProgrammingError('vector type not found in the database')
+    info.register(context)
+
+    # add oid to anonymous class for set_types
+    text_dumper = type('', (VectorDumper,), {'oid': info.oid})
+    binary_dumper = type('', (VectorBinaryDumper,), {'oid': info.oid})
+
+    adapters = context.adapters
+    adapters.register_dumper('numpy.ndarray', text_dumper)
+    adapters.register_dumper('numpy.ndarray', binary_dumper)
+    adapters.register_dumper(Vector, text_dumper)
+    adapters.register_dumper(Vector, binary_dumper)
+    adapters.register_loader(info.oid, VectorLoader)
+    adapters.register_loader(info.oid, VectorBinaryLoader)