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Author SHA1 Message Date
Jiquan Long
e549148a19
enhance: full-support for wildcard pattern matching (#30288) 
issue: #29988 
This pr adds full-support for wildcard pattern matching from end to end.
Before this pr, the users can only use prefix match in their expression,
for example, "like 'prefix%'". With this pr, more flexible syntax can be
combined.

To do so, this pr makes these changes:
- 1. support regex query both on index and raw data;
- 2. translate the pattern matching to regex query, so that it can be
handled by the regex query logic;
- 3. loose the limit of the expression parsing, which allows general
pattern matching syntax;

With the support of regex query in segcore backend, we can also add
mysql-like `REGEXP` syntax later easily.

---------

Signed-off-by: longjiquan <jiquan.long@zilliz.com>
 2024-02-01 12:37:04 +08:00
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[automated] Update Knowhere Commit (#30120) 
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 2024-01-22 18:40:54 +08:00
Bingyi Sun
e1258b8cad
feat: integrate storagev2 into loading segment (#29336) 
issue: #29335

---------

Signed-off-by: sunby <sunbingyi1992@gmail.com>
 2024-01-12 18:10:51 +08:00
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4d11525f55
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 2024-01-12 14:00:50 +08:00
Xu Tong
e429965f32
Add float16 approve for multi-type part (#28427) 
issue：https://github.com/milvus-io/milvus/issues/22837

Add bfloat16 vector, add the index part of float16 vector.

Signed-off-by: Writer-X <1256866856@qq.com>
 2024-01-11 15:48:51 +08:00
Jiquan Long
67ab5be15a
enhance: optimize search performance of inverted index (#29794) 
issue: #29793 
Use `DocSetCollector` instead of `TopDocsCollector`, which will avoid
scoring and sorting.

---------

Signed-off-by: longjiquan <jiquan.long@zilliz.com>
 2024-01-11 11:12:49 +08:00
Jiquan Long
e9f3df3626
fix: inverted index file not found (#29695) 
issue: https://github.com/milvus-io/milvus/issues/29654

---------

Signed-off-by: longjiquan <jiquan.long@zilliz.com>
 2024-01-07 20:26:49 +08:00
Jiquan Long
3f46c6d459
feat: support inverted index (#28783) 
issue: https://github.com/milvus-io/milvus/issues/27704

Add inverted index for some data types in Milvus. This index type can
save a lot of memory compared to loading all data into RAM and speed up
the term query and range query.

Supported: `INT8`, `INT16`, `INT32`, `INT64`, `FLOAT`, `DOUBLE`, `BOOL`
and `VARCHAR`.

Not supported: `ARRAY` and `JSON`.

Note:
- The inverted index for `VARCHAR` is not designed to serve full-text
search now. We will treat every row as a whole keyword instead of
tokenizing it into multiple terms.
- The inverted index don't support retrieval well, so if you create
inverted index for field, those operations which depend on the raw data
will fallback to use chunk storage, which will bring some performance
loss. For example, comparisons between two columns and retrieval of
output fields.

The inverted index is very easy to be used.

Taking below collection as an example:

```python
fields = [
		FieldSchema(name="pk", dtype=DataType.VARCHAR, is_primary=True, auto_id=False, max_length=100),
		FieldSchema(name="int8", dtype=DataType.INT8),
		FieldSchema(name="int16", dtype=DataType.INT16),
		FieldSchema(name="int32", dtype=DataType.INT32),
		FieldSchema(name="int64", dtype=DataType.INT64),
		FieldSchema(name="float", dtype=DataType.FLOAT),
		FieldSchema(name="double", dtype=DataType.DOUBLE),
		FieldSchema(name="bool", dtype=DataType.BOOL),
		FieldSchema(name="varchar", dtype=DataType.VARCHAR, max_length=1000),
		FieldSchema(name="random", dtype=DataType.DOUBLE),
		FieldSchema(name="embeddings", dtype=DataType.FLOAT_VECTOR, dim=dim),
]
schema = CollectionSchema(fields)
collection = Collection("demo", schema)
```

Then we can simply create inverted index for field via:

```python
index_type = "INVERTED"
collection.create_index("int8", {"index_type": index_type})
collection.create_index("int16", {"index_type": index_type})
collection.create_index("int32", {"index_type": index_type})
collection.create_index("int64", {"index_type": index_type})
collection.create_index("float", {"index_type": index_type})
collection.create_index("double", {"index_type": index_type})
collection.create_index("bool", {"index_type": index_type})
collection.create_index("varchar", {"index_type": index_type})
```

Then, term query and range query on the field can be speed up
automatically by the inverted index:

```python
result = collection.query(expr='int64 in [1, 2, 3]', output_fields=["pk"])
result = collection.query(expr='int64 < 5', output_fields=["pk"])
result = collection.query(expr='int64 > 2997', output_fields=["pk"])
result = collection.query(expr='1 < int64 < 5', output_fields=["pk"])
```

---------

Signed-off-by: longjiquan <jiquan.long@zilliz.com>
 2023-12-31 19:50:47 +08:00
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 2023-12-14 17:16:39 +08:00
Bingyi Sun
36f69ea031
feat: integrate storagev2 in building index of segcore (#28768) 
issue: https://github.com/milvus-io/milvus/issues/28655

---------

Signed-off-by: sunby <sunbingyi1992@gmail.com>
 2023-12-05 16:48:54 +08:00
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 2023-11-09 14:24:19 +08:00
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Update knowhere commit (#28176) 
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 2023-11-06 22:44:19 +08:00
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Update knowhere commit (#28087) 
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 2023-11-03 10:24:16 +08:00
Enwei Jiao
8ae9c947ae
Use OpenDAL to access object store (#25642) 
Signed-off-by: Enwei Jiao <enwei.jiao@zilliz.com>
 2023-11-01 09:00:14 +08:00
sre-ci-robot
1ae6e5d8c8
Update knowhere commit (#27993) 
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 2023-10-28 04:24:10 +08:00
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Update knowhere commit (#27865) 
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Update knowhere commit (#27812) 
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 2023-10-20 03:54:09 +08:00
Gao
9dd369dd99
Update knowhere version to v2.2.2 (#27810) 
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 2023-10-19 21:34:07 +08:00
sre-ci-robot
6b79d2b7d6
Update knowhere commit (#27752) 
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 2023-10-18 07:14:09 +08:00
sre-ci-robot
75343b2cb4
Update knowhere commit (#27706) 
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 2023-10-14 03:03:37 +08:00
Enwei Jiao
0f2f4a0a75
Remove useless parameters for Makefile (#27622) 
Signed-off-by: Enwei Jiao <enwei.jiao@zilliz.com>
 2023-10-11 20:45:35 +08:00
Gao
7a65b6fb85
Limit faiss ivf index build thread num and fix ut (#27567) 
Signed-off-by: chasingegg <chao.gao@zilliz.com>
 2023-10-11 10:33:33 +08:00
Sheldon
5ba158a3f5
fix knowhere version-changing (#27508) 
Update KNOWHERE_VERSION for the first occurrence

Signed-off-by: Sheldon <chuanfeng.liu@zilliz.com>
 2023-10-08 08:35:32 +08:00
zhenshan.cao
dbdb9e15d8
Update Knowhere version (#27445) 
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 2023-09-29 14:23:28 +08:00
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Update knowhere commit (#27357) 
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 2023-09-26 18:57:37 +08:00
foxspy
5db4a0489e
dynamic index version control (#27335) 
Co-authored-by: longjiquan <jiquan.long@zilliz.com>
 2023-09-25 21:39:27 +08:00
foxspy
fa033e586a
disable growing index for flat (#27309) 
Signed-off-by: xianliang <xianliang.li@zilliz.com>
 2023-09-22 14:19:24 +08:00
foxspy
370b6fde58
milvus support multi index engine (#27178) 
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 2023-09-22 09:59:26 +08:00
sre-ci-robot
fc694bd56d
Update knowhere commit (#27190) 
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 2023-09-19 10:35:22 +08:00
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a11136b158
Update knowhere commit (#27159) 
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 2023-09-18 09:41:22 +08:00
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Update knowhere commit (#27109) 
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 2023-09-15 13:59:19 +08:00
Enwei Jiao
0afdfdb9af
Remove other Exceptions, keeps SegcoreError only (#27017) 
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 2023-09-14 14:05:20 +08:00
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Update knowhere commit (#26998) 
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 2023-09-12 09:49:18 +08:00
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 2023-09-01 09:23:01 +08:00
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Update knowhere commit (#26604) 
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 2023-08-27 17:04:25 +08:00
liliu-z
e17cda23f4
update knowhere's verison to 2.2.0 (#26553) 
Signed-off-by: Li Liu <li.liu@zilliz.com>
 2023-08-23 00:52:21 +08:00
cqy123456
fd37860e57
init knowhere build/search thread pool; (#26449) 
Signed-off-by: cqy123456 <qianya.cheng@zilliz.com>
 2023-08-18 14:00:19 +08:00
Patrick Weizhi Xu
09da953a19
Use Knowhere AIO Context Init Defalut Value and Panic when Fail (#26286) 
Signed-off-by: Patrick Weizhi Xu <weizhi.xu@zilliz.com>
 2023-08-13 20:53:30 +08:00
Gao
b6fcbb0998
Support ScaNN index (#26099) 
Signed-off-by: chasingegg <chao.gao@zilliz.com>
 2023-08-11 14:21:29 +08:00
sre-ci-robot
ae3a3d148c
Update knowhere commit (#26049) 
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 2023-08-07 11:27:07 +08:00
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 2023-07-31 14:25:04 +08:00
yah01
b986e3af81
Upgrade Knowhere to 4ba9091 (#25950) 
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 2023-07-27 13:59:03 +08:00
Cai Yudong
5e3cbb584a
Update Knowhere Commit (#25875) 
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 2023-07-25 11:01:00 +08:00
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 2023-07-21 14:09:05 +08:00
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 2023-07-17 14:04:34 +08:00
Enwei Jiao
4aed32ff61
Use librdkafka for all platform (#25538) 
Signed-off-by: Enwei Jiao <enwei.jiao@zilliz.com>
 2023-07-13 15:34:33 +08:00
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Update knowhere commit (#25519) 
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 2023-07-12 14:44:30 +08:00
foxspy
31173727b2
growing segment index memory opt & get vector bugfix (#25272) 
Signed-off-by: xianliang <xianliang.li@zilliz.com>
 2023-07-05 00:04:25 +08:00
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 2023-06-19 15:46:41 +08:00
aoiasd
4d8d34e370
Refine Rocksdb option (#24394) (#24503) 
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 2023-06-15 15:12:39 +08:00
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Cai Yudong
25aeee5fe6
Update knowhere commit (#24655) 
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 2023-06-05 19:24:33 +08:00
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congqixia
aad2e5d961
Fix compile error after knowhere change prometheus header path (#24434) 
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
 2023-05-26 15:15:26 +08:00
presburger
152acb3a76
fix fmt lib conflict when compile with raft suppport (#24266) 
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 2023-05-24 13:05:26 +08:00
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Cai Yudong
b1afd3ea2f
Update knowhere commit to fix BIN_IVF_FLAT upgrade (#24187) 
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 2023-05-18 17:57:23 +08:00
Cai Yudong
58192f55f6
Update knowhere version for new GetVectorByIds interface (#24034) 
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 2023-05-11 18:05:20 +08:00
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028054ee0b
Update knowhere version (#23769) 
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 2023-04-29 10:06:38 +08:00
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8d3007b479
Update knowhere commit (#23727) 
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
 2023-04-27 09:20:43 +08:00
yah01
60fdd7e4f4
Introduce simdjson (#23644) 
Signed-off-by: yah01 <yang.cen@zilliz.com>
 2023-04-26 10:30:34 +08:00
foxspy
6f4ed517de
add growing segment index (#23615) 
Signed-off-by: xianliang <xianliang.li@zilliz.com>
 2023-04-26 10:14:41 +08:00
sre-ci-robot
ccba1334dd
Update knowhere commit (#23595) 
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
 2023-04-21 15:34:31 +08:00
Cai Yudong
2725d38b9e
Add COSINE metric type (#23350) 
Signed-off-by: Yudong Cai <yudong.cai@zilliz.com>
 2023-04-20 10:20:31 +08:00
Bennu
f63d52944f
Update knowhere version from main to commit_id (#23437) 
Signed-off-by: Bennu-Li <yunmei.li@zilliz.com>
 2023-04-17 16:32:33 +08:00
Enwei Jiao
ef57ba3bac
Remove easylogging and replace by GLog (#22979) 
Signed-off-by: Enwei Jiao <enwei.jiao@zilliz.com>
 2023-03-27 18:22:02 +08:00
presburger
5841a3707b
suppport for raft gpu (#22790) 
Signed-off-by: Yusheng.Ma <Yusheng.Ma@zilliz.com>
 2023-03-17 11:59:54 +08:00
Cai Yudong
ab3cbdfc61
Partial change to prepare for GPU index type support (#22591) 
Signed-off-by: Yudong Cai <yudong.cai@zilliz.com>
 2023-03-14 23:21:56 +08:00
Enwei Jiao
b25b3ef431
Integreation with Velox (#22102) 
Signed-off-by: Enwei Jiao <enwei.jiao@zilliz.com>
 2023-02-16 17:26:35 +08:00
presburger
9950cacd10
support knowhere 2.0 (#21857) 
Signed-off-by: Yusheng.Ma <Yusheng.Ma@zilliz.com>
 2023-02-10 14:24:32 +08:00
liliu-z
915503de0b
Upgrade knowhere to 1.3.8 (#22087) 
Signed-off-by: Li Liu <li.liu@zilliz.com>
 2023-02-09 18:58:32 +08:00
Cai Yudong
fc1d2d18cf
Optimize knowhere CMakeLists.txt (#22000) 
Signed-off-by: yudong.cai <yudong.cai@zilliz.com>
 2023-02-07 16:12:04 +08:00
jaime
e05ac56283
Revert build arrow with Conan (#21258) 
Signed-off-by: yun.zhang <yun.zhang@zilliz.com>

Signed-off-by: yun.zhang <yun.zhang@zilliz.com>
 2022-12-16 18:27:24 +08:00
liliu-z
6188960e85
Upgrade Knowhere to 1.3.6 to fix bugs (#21240) 
Signed-off-by: Li Liu <li.liu@zilliz.com>

Signed-off-by: Li Liu <li.liu@zilliz.com>
 2022-12-15 12:15:22 +08:00
liliu-z
d326c385bb
Upgrade Knowhere to 1.3.5 to fix DiskANN aio issue (#21109) 
Signed-off-by: Li Liu <li.liu@zilliz.com>

Signed-off-by: Li Liu <li.liu@zilliz.com>
 2022-12-09 22:53:20 +08:00