-
Notifications
You must be signed in to change notification settings - Fork 339
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
fix: use correct primary field name in Hits (#2559)
issue: #2558 Signed-off-by: zhenshan.cao <[email protected]>
- Loading branch information
Showing
10 changed files
with
539 additions
and
448 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,62 @@ | ||
import time | ||
import numpy as np | ||
from pymilvus import ( | ||
MilvusClient, | ||
DataType | ||
) | ||
|
||
fmt = "\n=== {:30} ===\n" | ||
dim = 8 | ||
collection_name = "hello_milvus" | ||
milvus_client = MilvusClient("http://localhost:19530") | ||
|
||
has_collection = milvus_client.has_collection(collection_name, timeout=5) | ||
if has_collection: | ||
milvus_client.drop_collection(collection_name) | ||
|
||
schema = milvus_client.create_schema(enable_dynamic_field=True) | ||
schema.add_field("uid", DataType.INT64, is_primary=True) | ||
schema.add_field("embeddings", DataType.FLOAT_VECTOR, dim=dim) | ||
schema.add_field("title", DataType.VARCHAR, max_length=64) | ||
schema.add_field("id", DataType.VARCHAR, max_length=64) | ||
|
||
|
||
index_params = milvus_client.prepare_index_params() | ||
index_params.add_index(field_name = "embeddings", metric_type="L2") | ||
milvus_client.create_collection(collection_name, schema=schema, index_params=index_params, consistency_level="Strong") | ||
|
||
print(fmt.format(" all collections ")) | ||
print(milvus_client.list_collections()) | ||
|
||
print(fmt.format(f"schema of collection {collection_name}")) | ||
print(milvus_client.describe_collection(collection_name)) | ||
|
||
rng = np.random.default_rng(seed=19530) | ||
rows = [ | ||
{"uid": 1, "embeddings": rng.random((1, dim))[0], "a": 100, "title": "t1", "id":"u1"}, | ||
{"uid": 2, "embeddings": rng.random((1, dim))[0], "b": 200, "title": "t2", "id":"u2"}, | ||
{"uid": 3, "embeddings": rng.random((1, dim))[0], "c": 300, "title": "t3", "id":"u3"}, | ||
{"uid": 4, "embeddings": rng.random((1, dim))[0], "d": 400, "title": "t4", "id":"u4"}, | ||
{"uid": 5, "embeddings": rng.random((1, dim))[0], "e": 500, "title": "t5", "id":"u5"}, | ||
{"uid": 6, "embeddings": rng.random((1, dim))[0], "f": 600, "title": "t6", "id":"u6"}, | ||
] | ||
|
||
print(fmt.format("Start inserting entities")) | ||
insert_result = milvus_client.insert(collection_name, rows) | ||
print(fmt.format("Inserting entities done")) | ||
print(insert_result) | ||
|
||
|
||
print(fmt.format("Start load collection ")) | ||
milvus_client.load_collection(collection_name) | ||
|
||
rng = np.random.default_rng(seed=19530) | ||
vectors_to_search = rng.random((1, dim)) | ||
|
||
print(fmt.format(f"Start search with retrieve serveral fields.")) | ||
result = milvus_client.search(collection_name, vectors_to_search, limit=3, output_fields=["id"]) | ||
for hits in result: | ||
for hit in hits: | ||
print(f"hit: {hit}") | ||
|
||
milvus_client.drop_collection(collection_name) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Oops, something went wrong.