Once a role is granted to a user, the user should automatically possess
the privilege information associated with that role.
issue: #29710
Signed-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>
related: #25324
Search GroupBy function, used to aggregate result entities based on a
specific scalar column.
several points to mention:
1. Temporarliy, the whole groupby is implemented separated from
iterative expr framework **for the first period**
2. In the long term, the groupBy operation will be incorporated into the
iterative expr framework:https://github.com/milvus-io/milvus/pull/28166
3. This pr includes some unrelated mocked interface regarding alterIndex
due to some unworth-to-mention reasons. All these un-associated content
will be removed before the final pr is merged. This version of pr is
only for review
4. All other related details were commented in the files comparison
Signed-off-by: MrPresent-Han <chun.han@zilliz.com>
See also #29113
The collection schema is crucial when performing search/query but some
of the information is calculated for every request.
This PR change schema field of cached collection info into a utility
`schemaInfo` type to store some stable result, say pk field,
partitionKeyEnabled, etc. And provided field name to id map for
search/query services.
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
The tests need to call a private method, Milvus uses `#define` to
replace private with public, the hack trick works but would be broken if
the including order changed.
This uses friend to make all things work well
Signed-off-by: yah01 <yang.cen@zilliz.com>
Signed-off-by: yah01 <yah2er0ne@outlook.com>
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>
support enable/disable mmap for index, the user could alter the index's
mode by `AlterIndex` method
related: https://github.com/milvus-io/milvus/issues/21866
---------
Signed-off-by: yah01 <yah2er0ne@outlook.com>
Signed-off-by: yah01 <yang.cen@zilliz.com>
This pr:
1. Handles the time tick delay error when converting old error codes to
milvus errors.
2. Enhances quota error messages by eliminating "force deny" and
substituting it with "quota exceeded."
issue: https://github.com/milvus-io/milvus/issues/29288
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
See also #29113
- Unify partition info refresh logic
- Prevent parse partition names for each partition key search request
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #28960 [milvus-proto
#212](https://github.com/milvus-io/milvus-proto/issues/212)
add new configuration: builtinRoles
user can define roles in config file: `milvus.yaml`
there is an example:
1. db_ro, only have read privileges, include load
2. db_rw, read and write privileges, include create/drop/rename
collection
3. db_admin, not only read and write privileges, but also user
administration
Signed-off-by: PowderLi <min.li@zilliz.com>
See also #29177
Add a config item for partition name as regexp feature and disable it by
default
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
See also #29113
Using zap.Stringer log field will evaluate log field value only when log
level meets the configuration, which could save some CPU time in search
route
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
See also #29113
This patch:
- Replace plain Enforcer with `casbin.SyncedEnforcer`
- Add implementation of persist.Adapter with `MetaCacheCasbinAdapter`
- Invoke enforcer.LoadPolicy when policy updated
---------
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
issue: #28781#28329
1. There is no need to call `DescribeCollection`, if the collection's
schema is found in the globalMetaCache
2. did `GetProperties` to check the access to Azure Blob Service while
construct the ChunkManager
Signed-off-by: PowderLi <min.li@zilliz.com>
return the last error but not combining all errors, to improve
readability and erorr handling
resolve: #28572
---------
Signed-off-by: yah01 <yah2er0ne@outlook.com>
remove some unnecessary assignments, for the reason that
commonpbutil.NewMsgBase has default value.
Signed-off-by: lixinguo <xinguo.li@zilliz.com>
Co-authored-by: lixinguo <xinguo.li@zilliz.com>
In proxy `ListImportTasks` may print all task information from
rootcoord, this may cause log content too large to process
This PR make this log print taskID and importState only
Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
Compaction plan result contained one segment for one plan. For l0
compaction would write to multiple segments, this PR expand the segments
number in plan results and refactor some names for readibility.
- Name refactory: - CompactionStateResult -> CompactionPlanResult -
CompactionResult -> CompactionSegment
See also: #27606
Signed-off-by: yangxuan <xuan.yang@zilliz.com>
