faiss/tests/test_binary_factory.py
Lucas Hosseini a8118acbc5
Facebook sync (May 2019) + relicense (#838)
Changelog:

- changed license: BSD+Patents -> MIT
- propagates exceptions raised in sub-indexes of IndexShards and IndexReplicas
- support for searching several inverted lists in parallel (parallel_mode != 0)
- better support for PQ codes where nbit != 8 or 16
- IVFSpectralHash implementation: spectral hash codes inside an IVF
- 6-bit per component scalar quantizer (4 and 8 bit were already supported)
- combinations of inverted lists: HStackInvertedLists and VStackInvertedLists
- configurable number of threads for OnDiskInvertedLists prefetching (including 0=no prefetch)
- more test and demo code compatible with Python 3 (print with parentheses)
- refactored benchmark code: data loading is now in a single file
2019-05-28 16:17:22 +02:00

36 lines
917 B
Python

# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
#! /usr/bin/env python2
import unittest
import faiss
class TestBinaryFactory(unittest.TestCase):
def test_factory_IVF(self):
index = faiss.index_binary_factory(16, "BIVF10")
assert index.invlists is not None
assert index.nlist == 10
assert index.code_size == 2
def test_factory_Flat(self):
index = faiss.index_binary_factory(16, "BFlat")
assert index.code_size == 2
def test_factory_HNSW(self):
index = faiss.index_binary_factory(256, "BHNSW32")
assert index.code_size == 32
def test_factory_IVF_HNSW(self):
index = faiss.index_binary_factory(256, "BIVF1024_BHNSW32")
assert index.code_size == 32
assert index.nlist == 1024