update

.gitignore

@@ -0,0 +1,3 @@
+./src/__pycache__
+./src/logs
+./src/tmp

src/config.py

@@ -7,7 +7,7 @@ VECTOR_DIMENSION = int(os.getenv("VECTOR_DIMENSION", "2048"))
 INDEX_FILE_SIZE = int(os.getenv("INDEX_FILE_SIZE", "1024"))
 METRIC_TYPE = os.getenv("METRIC_TYPE", "L2")
 DEFAULT_TABLE = os.getenv("DEFAULT_TABLE", "reverse_img_search")
-TOP_K = int(os.getenv("TOP_K", "10"))
+TOP_K = int(os.getenv("TOP_K", "100"))
 
 ############### Data Path ###############
 UPLOAD_PATH = os.getenv("UPLOAD_PATH", "tmp/images")

src/logs/milvus-2023-03-03.log

@@ -1,1148 +0,0 @@
-2023-03-03 15:22:05,386 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 15:22:09,863 ｜ ERROR ｜ milvus_helpers.py ｜ __init__ ｜ 24 ｜ Failed to connect Milvus: <MilvusException: (code=2, message=Fail connecting to server on 103.143.81.176:19530. Timeout)>
-2023-03-03 15:22:18,899 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 15:22:23,166 ｜ ERROR ｜ milvus_helpers.py ｜ __init__ ｜ 24 ｜ Failed to connect Milvus: <MilvusException: (code=2, message=Fail connecting to server on 103.143.81.176:19530. Timeout)>
-2023-03-03 15:22:30,211 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 15:22:34,320 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 15:22:34,321 ｜ INFO ｜ main.py ｜ <module> ｜ 33 ｜ mkdir the path:tmp/images
-2023-03-03 15:22:34,341 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 15:24:21,993 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:24:21,993 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:24:21,993 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:24:21,993 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:24:21,993 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:24:21,993 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:24:21,994 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:24:21,994 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:24:21,994 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[167:65703]
-2023-03-03 15:24:21,995 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65511]
-2023-03-03 15:24:21,995 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 15:24:21,996 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65512:65536]
-2023-03-03 15:24:21,996 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:59150]
-2023-03-03 15:24:21,996 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:24:21,996 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:24:27,526 ｜ DEBUG ｜ milvus_helpers.py ｜ insert ｜ 74 ｜ Insert vectors to Milvus in collection: product with 1 rows
-2023-03-03 15:24:27,526 ｜ INFO ｜ main.py ｜ upload_images ｜ 91 ｜ Successfully uploaded data, vector id: ['001']
-2023-03-03 15:25:26,697 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:25:26,697 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:25:26,698 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:25:26,698 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:25:26,698 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:25:26,698 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:25:26,698 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:25:26,698 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:25:26,699 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:25:26,699 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:32768]
-2023-03-03 15:25:26,700 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:32768]
-2023-03-03 15:25:26,700 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:59150]
-2023-03-03 15:25:26,701 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:25:26,701 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:25:34,554 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [search], <MilvusException: (code=1, message=Field hash not exist)>, <Time:{'RPC start': '2023-03-03 15:25:33.763041', 'RPC error': '2023-03-03 15:25:34.554574'}>
-2023-03-03 15:25:34,555 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 118 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=Field hash not exist)>
-2023-03-03 15:28:33,394 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 15:28:36,972 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 15:28:36,993 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 15:30:45,187 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:30:45,187 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:30:45,187 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:30:45,187 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:30:45,187 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:30:45,187 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:30:45,187 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:30:45,187 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:30:45,187 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:30:45,188 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:30:45,188 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:30:45,188 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:30:50,523 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['id', 'path', 'embedding'], got ['', '', '', ''])>
-2023-03-03 15:31:36,026 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:31:36,027 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:31:36,027 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:31:36,027 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:31:36,027 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:31:36,027 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:31:36,027 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:31:36,027 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:31:36,028 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:31:36,029 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:31:36,029 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:31:36,030 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:31:38,094 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['id', 'path', 'embedding'], got ['', '', '', ''])>
-2023-03-03 15:34:07,632 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 15:34:09,368 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 15:34:09,388 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 15:34:11,860 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:34:11,861 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:34:11,861 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:34:11,861 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:34:11,861 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:34:11,861 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:34:11,861 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:34:11,861 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:34:11,862 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:34:11,863 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:34:11,864 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:34:11,864 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:34:14,986 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['id', 'path', 'embedding'], got ['', '', '', ''])>
-2023-03-03 15:35:56,213 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 15:35:57,927 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 15:35:57,947 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 15:36:02,191 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:36:02,192 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:36:02,192 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:36:02,192 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:36:02,193 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:36:02,193 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:36:02,193 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:36:02,193 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:36:02,194 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:36:02,195 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:36:02,195 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:36:02,195 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:36:07,225 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['id', 'path', 'embedding'], got ['', '', '', ''])>
-2023-03-03 15:39:59,350 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 15:40:01,111 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 15:40:01,131 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 15:40:04,129 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:40:04,130 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:40:04,130 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:40:04,130 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:40:04,130 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:40:04,130 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:40:04,130 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:40:04,130 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:40:04,131 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:40:04,132 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:40:04,132 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:40:04,132 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:40:11,079 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 77 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['id', 'path', 'embedding'], got ['', '', '', ''])>
-2023-03-03 15:42:08,090 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 15:42:09,860 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 15:42:09,879 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 15:42:11,914 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:42:11,914 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:42:11,914 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:42:11,914 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:42:11,914 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:42:11,914 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:42:11,914 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:42:11,914 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:42:11,915 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:42:11,915 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:42:11,916 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:42:11,916 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:42:18,615 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['id', 'path', 'embedding'], got ['', '', '', ''])>
-2023-03-03 15:43:56,170 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:43:56,170 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:43:56,170 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:43:56,170 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:43:56,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:43:56,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:43:56,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:43:56,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:43:56,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:43:56,172 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:43:56,172 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:43:56,172 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:44:07,513 ｜ DEBUG ｜ milvus_helpers.py ｜ create_index ｜ 88 ｜ Successfully create index in collection:product1 with param:{'index_type': 'IVF_SQ8', 'metric_type': 'L2', 'params': {'nlist': 16384}}
-2023-03-03 15:44:07,513 ｜ DEBUG ｜ milvus_helpers.py ｜ create_collection ｜ 57 ｜ Create Milvus collection: product1
-2023-03-03 15:44:13,565 ｜ DEBUG ｜ milvus_helpers.py ｜ insert ｜ 74 ｜ Insert vectors to Milvus in collection: product1 with 1 rows
-2023-03-03 15:44:13,566 ｜ INFO ｜ main.py ｜ upload_images ｜ 91 ｜ Successfully uploaded data, vector id: ['00b']
-2023-03-03 15:44:39,217 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:44:39,217 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:44:39,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:44:39,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:44:39,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:44:39,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:44:39,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:44:39,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:44:39,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:62629]
-2023-03-03 15:44:39,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 15:44:39,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[62630:65536]
-2023-03-03 15:44:39,219 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:44:39,219 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:44:39,219 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:44:43,756 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [search], <MilvusException: (code=1, message=Field hash not exist)>, <Time:{'RPC start': '2023-03-03 15:44:42.387441', 'RPC error': '2023-03-03 15:44:43.756464'}>
-2023-03-03 15:44:43,757 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 118 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=Field hash not exist)>
-2023-03-03 15:44:56,421 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:44:56,421 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:44:56,422 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:44:56,422 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:44:56,422 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:44:56,422 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:44:56,422 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:44:56,422 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:44:56,423 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:44:56,424 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:44:56,424 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:44:56,424 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:45:02,766 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 115 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)']"]
-2023-03-03 15:45:02,766 ｜ INFO ｜ main.py ｜ search_images ｜ 110 ｜ Successfully searched similar images!
-2023-03-03 15:58:48,972 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 15:58:50,734 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 15:58:50,754 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 15:59:00,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 15:59:00,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 15:59:00,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 15:59:00,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:59:00,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 15:59:00,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 15:59:00,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 15:59:00,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 15:59:00,667 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 15:59:00,669 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 15:59:00,669 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 15:59:00,669 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 15:59:02,294 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 127 ｜ Failed to search vectors in Milvus: Collection.search() missing 1 required positional argument: 'param'
-2023-03-03 16:02:22,759 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:02:24,505 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:02:24,524 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:02:28,170 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:02:28,170 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:02:28,170 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:02:28,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:02:28,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:02:28,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:02:28,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:02:28,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:02:28,171 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:02:28,172 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:123001]
-2023-03-03 16:02:28,172 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:02:28,172 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[123002:124686]
-2023-03-03 16:02:28,172 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:02:28,173 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:02:29,819 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 129 ｜ Failed to search vectors in Milvus: Collection.search() missing 1 required positional argument: 'limit'
-2023-03-03 16:03:15,221 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:03:17,522 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:03:17,555 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:03:20,044 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:03:20,044 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:03:20,045 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:03:20,045 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:03:20,045 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:03:20,045 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:03:20,045 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:03:20,045 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:03:20,046 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:03:20,047 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:03:20,048 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:03:20,048 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:03:22,792 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)']"]
-2023-03-03 16:03:22,794 ｜ INFO ｜ main.py ｜ search_images ｜ 110 ｜ Successfully searched similar images!
-2023-03-03 16:04:30,620 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:04:32,380 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:04:32,387 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:04:33,853 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:04:33,853 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:04:33,854 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:04:33,854 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:04:33,854 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:04:33,854 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:04:33,855 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:04:33,855 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:04:33,857 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:04:33,859 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:04:33,860 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:04:33,860 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:04:36,547 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)']"]
-2023-03-03 16:04:36,547 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:07:16,157 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:07:17,913 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:07:17,932 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:07:19,870 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:07:19,871 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:07:19,871 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:07:19,871 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:07:19,871 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:07:19,871 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:07:19,871 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:07:19,871 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:07:19,871 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:07:19,872 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:07:19,872 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:07:19,872 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:07:21,815 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)']"]
-2023-03-03 16:07:21,816 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:11:39,781 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:11:41,525 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:11:41,529 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:11:45,089 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:11:45,089 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:11:45,089 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:11:45,090 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:11:45,090 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:11:45,090 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:11:45,090 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:11:45,090 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:11:45,091 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:11:45,091 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:11:45,092 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:11:45,092 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:11:47,037 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)']"]
-2023-03-03 16:11:47,037 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:12:44,668 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:12:48,886 ｜ ERROR ｜ milvus_helpers.py ｜ __init__ ｜ 24 ｜ Failed to connect Milvus: <MilvusException: (code=2, message=Fail connecting to server on 103.143.81.176:19530. Timeout)>
-2023-03-03 16:12:55,704 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:12:57,502 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:12:57,521 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:13:01,503 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:13:01,504 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:13:01,504 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:13:01,504 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:13:01,505 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:13:01,505 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:13:01,505 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:13:01,505 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:13:01,507 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:13:01,510 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:13:01,510 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:13:01,510 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:13:03,553 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)']"]
-2023-03-03 16:13:03,554 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:14:04,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:14:04,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:14:04,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 16:14:04,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:14:04,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 16:14:04,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 16:14:04,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:14:04,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:14:04,767 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65532]
-2023-03-03 16:14:04,767 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:14:04,767 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65533:65536]
-2023-03-03 16:14:04,768 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:88763]
-2023-03-03 16:14:04,768 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:14:04,768 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:14:08,063 ｜ DEBUG ｜ milvus_helpers.py ｜ insert ｜ 74 ｜ Insert vectors to Milvus in collection: product1 with 1 rows
-2023-03-03 16:14:08,063 ｜ INFO ｜ main.py ｜ upload_images ｜ 91 ｜ Successfully uploaded data, vector id: ['00c']
-2023-03-03 16:14:15,595 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:14:15,596 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:14:15,596 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:14:15,596 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:14:15,596 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:14:15,596 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:14:15,596 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:14:15,596 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:14:15,597 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:14:15,598 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:14:15,599 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:14:15,599 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:14:17,020 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)', '(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 16:14:17,021 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:16:43,750 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:16:45,527 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:16:45,547 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:16:49,060 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:16:49,061 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:16:49,061 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:16:49,061 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:16:49,061 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:16:49,061 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:16:49,062 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:16:49,062 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:16:49,063 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:16:49,064 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:16:49,065 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:16:49,065 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:16:51,088 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)', '(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 16:16:51,089 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:18:00,592 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:18:02,299 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:18:02,319 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:18:16,180 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:18:16,180 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:18:16,181 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:18:16,181 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:18:16,181 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:18:16,181 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:18:16,181 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:18:16,181 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:18:16,182 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:18:16,183 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:18:16,183 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:18:16,183 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:18:18,179 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [search], <ParamError: (code=1, message=`output_fields` value [['hash'], ['id']] is illegal)>, <Time:{'RPC start': '2023-03-03 16:18:18.179148', 'RPC error': '2023-03-03 16:18:18.179306'}>
-2023-03-03 16:18:18,179 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 129 ｜ Failed to search vectors in Milvus: <ParamError: (code=1, message=`output_fields` value [['hash'], ['id']] is illegal)>
-2023-03-03 16:18:54,590 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:18:56,742 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:18:56,763 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:18:59,430 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:18:59,431 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:18:59,431 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:18:59,431 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:18:59,431 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:18:59,431 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:18:59,431 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:18:59,431 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:18:59,432 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:18:59,434 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:18:59,434 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:18:59,434 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:19:01,643 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)', '(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 16:19:01,644 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:21:01,058 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:21:02,790 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:21:02,810 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:21:16,804 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:21:16,804 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:21:16,804 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:21:16,805 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:21:16,805 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:21:16,805 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:21:16,805 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:21:16,805 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:21:16,806 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:21:16,807 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:21:16,807 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:21:16,807 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:21:18,744 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)', '(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 16:21:18,746 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:22:41,352 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:22:44,087 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:22:44,093 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:22:48,175 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:22:48,176 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:22:48,176 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:22:48,176 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:22:48,176 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:22:48,176 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:22:48,176 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:22:48,176 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:22:48,177 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:22:48,178 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:22:48,179 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:22:48,179 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:22:50,575 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)', '(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 16:22:50,575 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:23:36,469 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:23:39,326 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:23:39,333 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:23:41,184 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:23:41,184 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:23:41,184 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:23:41,184 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:23:41,184 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:23:41,184 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:23:41,184 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:23:41,184 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:23:41,184 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[167:65703]
-2023-03-03 16:23:41,185 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:23:41,185 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:23:41,185 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:23:43,143 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 126 ｜ Successfully search in collection: ["['(distance: 0.0, id: 00b)', '(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 16:23:43,144 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:27:08,315 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:27:10,052 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:27:10,072 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:27:12,452 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:27:12,452 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:27:12,452 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:27:12,452 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:27:12,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:27:12,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:27:12,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:27:12,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:27:12,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:27:12,454 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:27:12,454 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:27:12,454 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:27:14,052 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <DataTypeNotMatchException: (code=1, message=The type of expr must be string ,but <class 'NoneType'> is given.)>
-2023-03-03 16:29:27,673 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:29:29,425 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:29:29,430 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:29:33,663 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:29:33,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:29:33,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:29:33,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:29:33,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:29:33,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:29:33,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:29:33,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:29:33,665 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:29:33,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:29:33,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:29:33,666 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:29:35,666 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [query], <MilvusException: (code=1, message=cannot parse expression: hash > 0, error: comparisons between string and non-string are not supported)>, <Time:{'RPC start': '2023-03-03 16:29:35.279180', 'RPC error': '2023-03-03 16:29:35.665934'}>
-2023-03-03 16:29:35,667 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=cannot parse expression: hash > 0, error: comparisons between string and non-string are not supported)>
-2023-03-03 16:30:38,073 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:30:39,807 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:30:39,826 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:30:45,539 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:30:45,539 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:30:45,539 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:30:45,539 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:30:45,539 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:30:45,539 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:30:45,540 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:30:45,540 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:30:45,541 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:30:45,542 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:30:45,542 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:30:45,542 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:30:47,564 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [query], <MilvusException: (code=1, message=cannot parse expression: len(hash) > 0, error: failed to get field schema by name: fieldName(len) not found)>, <Time:{'RPC start': '2023-03-03 16:30:47.185927', 'RPC error': '2023-03-03 16:30:47.564475'}>
-2023-03-03 16:30:47,565 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=cannot parse expression: len(hash) > 0, error: failed to get field schema by name: fieldName(len) not found)>
-2023-03-03 16:33:03,964 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:33:05,729 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:33:05,749 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:33:07,452 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:33:07,452 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:33:07,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:33:07,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:33:07,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:33:07,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:33:07,454 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:33:07,454 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:33:07,455 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[167:65649]
-2023-03-03 16:33:07,458 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124740]
-2023-03-03 16:33:07,458 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:33:07,458 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:33:10,136 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [query], <MilvusException: (code=1, message=fail to query on all shard leaders, err=fail to Query, QueryNode ID = 17, reason=stream operation failed: [UnexpectedError] Assert "unsupported expr proto node" at /go/src/github.com/milvus-io/milvus/internal/core/src/query/PlanProto.cpp:440
-)>, <Time:{'RPC start': '2023-03-03 16:33:09.740524', 'RPC error': '2023-03-03 16:33:10.136744'}>
-2023-03-03 16:33:10,137 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=fail to query on all shard leaders, err=fail to Query, QueryNode ID = 17, reason=stream operation failed: [UnexpectedError] Assert "unsupported expr proto node" at /go/src/github.com/milvus-io/milvus/internal/core/src/query/PlanProto.cpp:440
-)>
-2023-03-03 16:34:02,936 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:34:04,686 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:34:04,706 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:34:07,174 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:34:07,175 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:34:07,175 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:34:07,175 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:34:07,175 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:34:07,175 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:34:07,175 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:34:07,175 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:34:07,176 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:34:07,177 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:34:07,177 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:34:07,177 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:34:09,725 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [query], <MilvusException: (code=1, message=fail to query on all shard leaders, err=fail to Query, QueryNode ID = 17, reason=stream operation failed: [UnexpectedError] Assert "unsupported expr proto node" at /go/src/github.com/milvus-io/milvus/internal/core/src/query/PlanProto.cpp:440
-)>, <Time:{'RPC start': '2023-03-03 16:34:08.812465', 'RPC error': '2023-03-03 16:34:09.725807'}>
-2023-03-03 16:34:09,726 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=fail to query on all shard leaders, err=fail to Query, QueryNode ID = 17, reason=stream operation failed: [UnexpectedError] Assert "unsupported expr proto node" at /go/src/github.com/milvus-io/milvus/internal/core/src/query/PlanProto.cpp:440
-)>
-2023-03-03 16:36:55,800 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:36:57,583 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:36:57,599 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:37:00,040 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:37:00,040 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:37:00,040 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:37:00,041 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:37:00,041 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:37:00,041 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:37:00,041 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:37:00,041 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:37:00,042 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:37:00,043 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:37:00,043 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:37:00,043 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:37:02,225 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [query], <MilvusException: (code=1, message=cannot parse expression: hash in ['00a','00b','00c'], error: line 1:25 token recognition error at: ''')>, <Time:{'RPC start': '2023-03-03 16:37:01.870074', 'RPC error': '2023-03-03 16:37:02.225208'}>
-2023-03-03 16:37:02,225 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=cannot parse expression: hash in ['00a','00b','00c'], error: line 1:25 token recognition error at: ''')>
-2023-03-03 16:37:46,665 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:37:48,401 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:37:48,420 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:37:50,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:37:50,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:37:50,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:37:50,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:37:50,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:37:50,453 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:37:50,454 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:37:50,454 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:37:50,455 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:37:50,456 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:37:50,456 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:37:50,456 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:37:52,423 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [query], <MilvusException: (code=1, message=cannot parse expression: hash in [00a,00b,00c], error: line 1:19 extraneous input 'c' expecting {',', ']'})>, <Time:{'RPC start': '2023-03-03 16:37:52.067662', 'RPC error': '2023-03-03 16:37:52.423724'}>
-2023-03-03 16:37:52,424 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=cannot parse expression: hash in [00a,00b,00c], error: line 1:19 extraneous input 'c' expecting {',', ']'})>
-2023-03-03 16:38:29,861 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:38:31,640 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:38:31,669 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:38:31,937 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:38:31,937 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:38:31,937 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:38:31,937 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:38:31,938 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:38:31,938 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:38:31,938 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:38:31,938 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:38:31,952 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:32741]
-2023-03-03 16:38:31,954 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:32795]
-2023-03-03 16:38:31,956 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65511]
-2023-03-03 16:38:31,957 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:38:31,957 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65512:65536]
-2023-03-03 16:38:31,962 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:59150]
-2023-03-03 16:38:31,969 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:38:31,970 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:38:34,334 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [query], <MilvusException: (code=1, message=cannot parse expression: hash in [1,2,3], error: value '1' in list cannot be casted to VarChar)>, <Time:{'RPC start': '2023-03-03 16:38:33.959083', 'RPC error': '2023-03-03 16:38:34.334333'}>
-2023-03-03 16:38:34,335 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=cannot parse expression: hash in [1,2,3], error: value '1' in list cannot be casted to VarChar)>
-2023-03-03 16:39:04,160 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:39:05,916 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:39:05,931 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:39:08,633 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:39:08,633 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:39:08,633 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:39:08,633 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:39:08,634 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:39:08,634 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:39:08,634 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:39:08,634 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:39:08,634 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:39:08,635 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:61006]
-2023-03-03 16:39:08,635 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:39:08,635 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[61007:124686]
-2023-03-03 16:39:08,635 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:39:08,635 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:39:10,696 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [query], <MilvusException: (code=1, message=cannot parse expression: hash in [a,b,c], error: failed to get field schema by name: fieldName(a) not found)>, <Time:{'RPC start': '2023-03-03 16:39:10.311251', 'RPC error': '2023-03-03 16:39:10.696315'}>
-2023-03-03 16:39:10,697 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=cannot parse expression: hash in [a,b,c], error: failed to get field schema by name: fieldName(a) not found)>
-2023-03-03 16:42:43,179 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:42:45,022 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:42:45,042 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:42:54,294 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:42:54,294 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:42:54,295 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 16:42:54,295 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:42:54,295 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 16:42:54,295 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 16:42:54,295 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:42:54,295 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:42:54,295 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65532]
-2023-03-03 16:42:54,296 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:42:54,296 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65533:65536]
-2023-03-03 16:42:54,296 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:88763]
-2023-03-03 16:42:54,296 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:42:54,296 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:42:58,034 ｜ DEBUG ｜ milvus_helpers.py ｜ create_index ｜ 88 ｜ Successfully create index in collection:product2 with param:{'index_type': 'IVF_SQ8', 'metric_type': 'L2', 'params': {'nlist': 16384}}
-2023-03-03 16:42:58,034 ｜ DEBUG ｜ milvus_helpers.py ｜ create_collection ｜ 57 ｜ Create Milvus collection: product2
-2023-03-03 16:42:59,691 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['im_hash', 'asset_id', 'embedding'], got ['', '', '', ''])>
-2023-03-03 16:43:41,662 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:43:41,662 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:43:41,662 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 16:43:41,662 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:43:41,662 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 16:43:41,662 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 16:43:41,662 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:43:41,662 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:43:41,663 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65532]
-2023-03-03 16:43:41,663 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:43:41,663 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65533:65536]
-2023-03-03 16:43:41,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:88763]
-2023-03-03 16:43:41,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:43:41,664 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:43:46,338 ｜ DEBUG ｜ milvus_helpers.py ｜ create_index ｜ 88 ｜ Successfully create index in collection:product3 with param:{'index_type': 'IVF_SQ8', 'metric_type': 'L2', 'params': {'nlist': 16384}}
-2023-03-03 16:43:46,339 ｜ DEBUG ｜ milvus_helpers.py ｜ create_collection ｜ 57 ｜ Create Milvus collection: product3
-2023-03-03 16:43:47,137 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['im_hash', 'asset_id', 'embedding'], got ['', '', '', ''])>
-2023-03-03 16:45:50,144 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:45:51,880 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:45:51,901 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:45:55,765 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:45:55,765 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:45:55,765 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 16:45:55,765 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:45:55,765 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 16:45:55,765 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 16:45:55,765 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:45:55,765 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:45:55,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65532]
-2023-03-03 16:45:55,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:45:55,766 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65533:65536]
-2023-03-03 16:45:55,767 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:88763]
-2023-03-03 16:45:55,767 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:45:55,767 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:46:00,770 ｜ DEBUG ｜ milvus_helpers.py ｜ insert ｜ 74 ｜ Insert vectors to Milvus in collection: product3 with 1 rows
-2023-03-03 16:46:00,770 ｜ INFO ｜ main.py ｜ upload_images ｜ 91 ｜ Successfully uploaded data, vector id: ['00c']
-2023-03-03 16:46:15,090 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:46:15,091 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:46:15,091 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:46:15,091 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:46:15,091 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:46:15,091 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:46:15,091 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:46:15,091 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:46:15,092 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:62629]
-2023-03-03 16:46:15,092 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:46:15,092 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[62630:65536]
-2023-03-03 16:46:15,093 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:46:15,093 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:46:15,093 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:46:49,983 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 127 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 16:46:49,984 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:48:47,258 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:48:49,026 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:48:49,046 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:48:53,829 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:48:53,829 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:48:53,829 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:48:53,829 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:48:53,829 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:48:53,829 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:48:53,830 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:48:53,830 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:48:53,830 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[167:32908]
-2023-03-03 16:48:53,831 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:33674]
-2023-03-03 16:48:53,831 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:48:53,832 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[33675:65536]
-2023-03-03 16:48:53,833 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65467]
-2023-03-03 16:48:53,833 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:48:53,833 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65468:65482]
-2023-03-03 16:48:53,834 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:26463]
-2023-03-03 16:48:53,834 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:48:53,834 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:49:02,477 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [search], <MilvusException: (code=1, message=search doesn't support vector field as output_fields)>, <Time:{'RPC start': '2023-03-03 16:48:57.287418', 'RPC error': '2023-03-03 16:49:02.477590'}>
-2023-03-03 16:49:02,478 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 130 ｜ Failed to search vectors in Milvus: <MilvusException: (code=1, message=search doesn't support vector field as output_fields)>
-2023-03-03 16:51:45,100 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:51:46,856 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:51:46,876 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:51:56,446 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:51:56,447 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:51:56,447 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 16:51:56,447 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:51:56,447 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 16:51:56,447 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 16:51:56,447 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:51:56,447 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:51:56,448 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65532]
-2023-03-03 16:51:56,448 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:51:56,448 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65533:65536]
-2023-03-03 16:51:56,449 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:88763]
-2023-03-03 16:51:56,449 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:51:56,450 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:52:00,320 ｜ DEBUG ｜ milvus_helpers.py ｜ create_index ｜ 88 ｜ Successfully create index in collection:product4 with param:{'index_type': 'IVF_SQ8', 'metric_type': 'L2', 'params': {'nlist': 16384}}
-2023-03-03 16:52:00,320 ｜ DEBUG ｜ milvus_helpers.py ｜ create_collection ｜ 57 ｜ Create Milvus collection: product4
-2023-03-03 16:52:04,999 ｜ DEBUG ｜ milvus_helpers.py ｜ insert ｜ 74 ｜ Insert vectors to Milvus in collection: product4 with 1 rows
-2023-03-03 16:52:05,003 ｜ INFO ｜ main.py ｜ upload_images ｜ 91 ｜ Successfully uploaded data, vector id: ['00c']
-2023-03-03 16:52:13,216 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:52:13,216 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:52:13,216 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:52:13,216 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:52:13,217 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:52:13,217 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:52:13,217 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:52:13,217 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:52:13,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:52:13,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:61006]
-2023-03-03 16:52:13,218 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 16:52:13,219 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[61007:124686]
-2023-03-03 16:52:13,219 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:52:13,219 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:52:14,350 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 127 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 16:52:14,351 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 16:56:07,093 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 16:56:08,921 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 16:56:08,940 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 16:56:17,199 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 16:56:17,200 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 16:56:17,200 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 16:56:17,201 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:56:17,201 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 16:56:17,202 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 16:56:17,202 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 16:56:17,203 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 16:56:17,205 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 16:56:17,209 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 16:56:17,209 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 16:56:17,210 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 16:56:38,247 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 127 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 16:56:38,248 ｜ INFO ｜ main.py ｜ search_images ｜ 111 ｜ Successfully searched similar images!
-2023-03-03 17:16:40,705 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:16:42,416 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:16:42,436 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:16:47,550 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:16:47,550 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:16:47,551 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:16:47,551 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:16:47,551 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:16:47,551 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:16:47,551 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:16:47,552 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:16:47,553 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:16:47,556 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:16:47,557 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:16:47,557 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:16:49,543 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 127 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 17:16:49,544 ｜ INFO ｜ main.py ｜ search_images ｜ 114 ｜ Successfully searched similar images!
-2023-03-03 17:18:21,606 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:18:23,408 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:18:23,428 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:18:24,166 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:18:24,166 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:18:24,166 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:18:24,166 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:18:24,166 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:18:24,166 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:18:24,166 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:18:24,166 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:18:24,167 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:18:24,168 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:18:24,168 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:18:24,168 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:18:26,086 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 127 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 17:18:26,088 ｜ INFO ｜ main.py ｜ search_images ｜ 114 ｜ Successfully searched similar images!
-2023-03-03 17:20:11,381 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:20:13,132 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:20:13,153 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:20:27,880 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:20:27,880 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:20:27,880 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:20:27,880 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:20:27,880 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:20:27,880 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:20:27,881 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:20:27,881 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:20:27,881 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:20:27,882 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:61006]
-2023-03-03 17:20:27,882 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 17:20:27,882 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[61007:124686]
-2023-03-03 17:20:27,882 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:20:27,882 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:20:29,862 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 127 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 17:20:29,863 ｜ INFO ｜ main.py ｜ search_images ｜ 114 ｜ Successfully searched similar images!
-2023-03-03 17:20:49,650 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:20:51,391 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:20:51,399 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:20:55,643 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:20:55,643 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:20:55,644 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:20:55,644 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:20:55,644 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:20:55,644 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:20:55,644 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:20:55,644 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:20:55,645 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:20:55,646 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:20:55,646 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:20:55,646 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:20:57,624 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 127 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 17:20:57,625 ｜ INFO ｜ main.py ｜ search_images ｜ 114 ｜ Successfully searched similar images!
-2023-03-03 17:31:18,146 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:31:19,906 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:31:19,926 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:31:22,224 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:31:22,225 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:31:22,225 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:31:22,226 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:31:22,226 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:31:22,226 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:31:22,227 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:31:22,227 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:31:22,229 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:31:22,232 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:31:22,232 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:31:22,233 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:31:23,883 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [search], <ParamError: (code=1, message=Field im_vector doesn't exist in schema)>, <Time:{'RPC start': '2023-03-03 17:31:23.883055', 'RPC error': '2023-03-03 17:31:23.883276'}>
-2023-03-03 17:31:23,883 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 124 ｜ Failed to search vectors in Milvus: <ParamError: (code=1, message=Field im_vector doesn't exist in schema)>
-2023-03-03 17:31:53,787 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:31:53,788 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:31:53,788 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 17:31:53,788 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:31:53,788 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 17:31:53,788 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 17:31:53,788 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:31:53,788 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:31:53,789 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65532]
-2023-03-03 17:31:53,789 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 17:31:53,790 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65533:65536]
-2023-03-03 17:31:53,790 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:76623]
-2023-03-03 17:31:53,790 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 17:31:53,791 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[76624:88763]
-2023-03-03 17:31:53,791 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:31:53,791 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:31:57,131 ｜ DEBUG ｜ milvus_helpers.py ｜ create_index ｜ 88 ｜ Successfully create index in collection:product5 with param:{'index_type': 'IVF_FLAT', 'metric_type': 'L2', 'params': {'nlist': 16384}}
-2023-03-03 17:31:57,131 ｜ DEBUG ｜ milvus_helpers.py ｜ create_collection ｜ 57 ｜ Create Milvus collection: product5
-2023-03-03 17:31:57,917 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['im_hash', 'product_id', 'im_url', 'im_vector'], got ['', '', ''])>
-2023-03-03 17:32:17,843 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:32:17,844 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:32:17,844 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 17:32:17,844 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:32:17,844 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 17:32:17,844 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 17:32:17,844 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:32:17,844 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:32:17,845 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65532]
-2023-03-03 17:32:17,846 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 17:32:17,846 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65533:65536]
-2023-03-03 17:32:17,846 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:30587]
-2023-03-03 17:32:17,846 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 17:32:17,847 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[30588:88763]
-2023-03-03 17:32:17,847 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:32:17,847 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:32:19,674 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['im_hash', 'product_id', 'im_url', 'im_vector'], got ['', '', ''])>
-2023-03-03 17:33:40,529 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:33:42,310 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:33:42,330 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:33:44,189 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:33:44,189 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:33:44,189 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 17:33:44,189 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:33:44,189 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 17:33:44,189 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 17:33:44,189 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:33:44,190 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:33:44,190 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65532]
-2023-03-03 17:33:44,190 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 17:33:44,190 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65533:65536]
-2023-03-03 17:33:44,191 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:88763]
-2023-03-03 17:33:44,191 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:33:44,191 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:33:46,876 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['im_hash', 'product_id', 'im_url', 'im_vector'], got ['', '', ''])>
-2023-03-03 17:34:39,356 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:34:41,085 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:34:41,104 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:34:44,599 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:34:44,599 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:34:44,599 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 17:34:44,599 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:34:44,599 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 17:34:44,600 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 17:34:44,600 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:34:44,600 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:34:44,600 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[172:65704]
-2023-03-03 17:34:44,600 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 17:34:44,600 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65705:65708]
-2023-03-03 17:34:44,601 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:34:44,601 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:23191]
-2023-03-03 17:34:44,601 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 17:34:44,601 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[23192:23227]
-2023-03-03 17:34:44,601 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:34:44,601 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:34:47,279 ｜ ERROR ｜ milvus_helpers.py ｜ insert ｜ 78 ｜ Failed to load data to Milvus: <DataNotMatchException: (code=1, message=The fields don't match with schema fields, expected: ['im_hash', 'product_id', 'im_url', 'im_vector'], got ['', '', ''])>
-2023-03-03 17:37:02,128 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:37:03,885 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:37:03,905 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:37:12,311 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:37:12,311 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:37:12,311 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 17:37:12,311 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:37:12,311 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 17:37:12,312 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 17:37:12,312 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:37:12,312 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:37:12,313 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65532]
-2023-03-03 17:37:12,313 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 17:37:12,313 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65533:65536]
-2023-03-03 17:37:12,314 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:88763]
-2023-03-03 17:37:12,314 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:37:12,314 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:37:15,618 ｜ DEBUG ｜ milvus_helpers.py ｜ create_index ｜ 88 ｜ Successfully create index in collection:product6 with param:{'index_type': 'IVF_FLAT', 'metric_type': 'L2', 'params': {'nlist': 16384}}
-2023-03-03 17:37:15,619 ｜ DEBUG ｜ milvus_helpers.py ｜ create_collection ｜ 57 ｜ Create Milvus collection: product6
-2023-03-03 17:37:19,964 ｜ DEBUG ｜ milvus_helpers.py ｜ insert ｜ 74 ｜ Insert vectors to Milvus in collection: product6 with 1 rows
-2023-03-03 17:37:19,965 ｜ INFO ｜ main.py ｜ upload_images ｜ 91 ｜ Successfully uploaded data, vector id: ['00c']
-2023-03-03 17:37:26,432 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:37:26,433 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:37:26,433 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:37:26,433 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:37:26,433 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:37:26,433 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:37:26,433 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:37:26,433 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:37:26,434 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:37:26,435 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:37:26,435 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:37:26,436 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:37:27,511 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 17:37:27,512 ｜ ERROR ｜ main.py ｜ search_images ｜ 117 ｜ 'Entity' object is not subscriptable
-2023-03-03 17:38:13,620 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:38:15,338 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:38:15,358 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:38:17,967 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:38:17,967 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:38:17,968 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:38:17,968 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:38:17,968 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:38:17,968 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:38:17,968 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:38:17,968 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:38:17,969 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:38:17,970 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:38:17,970 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:38:17,970 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:38:19,936 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 17:38:19,937 ｜ INFO ｜ main.py ｜ search_images ｜ 114 ｜ Successfully searched similar images!
-2023-03-03 17:44:19,700 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:44:21,494 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:44:21,513 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:44:23,995 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:44:23,995 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:44:23,995 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:142]
-2023-03-03 17:44:23,995 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:44:23,995 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[144:156]
-2023-03-03 17:44:23,995 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[158:168]
-2023-03-03 17:44:23,995 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:44:23,996 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:44:23,996 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:44:23,998 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:262144]
-2023-03-03 17:44:23,999 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:149721]
-2023-03-03 17:44:23,999 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:44:23,999 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:44:27,792 ｜ DEBUG ｜ milvus_helpers.py ｜ insert ｜ 74 ｜ Insert vectors to Milvus in collection: product6 with 1 rows
-2023-03-03 17:44:27,793 ｜ INFO ｜ main.py ｜ upload_images ｜ 91 ｜ Successfully uploaded data, vector id: ['00d']
-2023-03-03 17:44:37,426 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:44:37,426 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:44:37,426 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:44:37,427 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:44:37,427 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:44:37,427 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:44:37,427 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:44:37,427 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:44:37,428 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:44:37,428 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:44:37,429 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:44:37,429 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:44:38,541 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)', '(distance: 1.2716189622879028, id: 00d)']"]
-2023-03-03 17:44:38,542 ｜ INFO ｜ main.py ｜ search_images ｜ 115 ｜ Successfully searched similar images!
-2023-03-03 17:50:55,832 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:50:57,591 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:50:57,611 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:51:02,834 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:51:02,834 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:51:02,834 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:51:02,834 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:51:02,834 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:51:02,834 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:51:02,835 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:51:02,835 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:51:02,835 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:51:02,836 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:51:02,836 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:51:02,836 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:51:04,769 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)', '(distance: 1.2716189622879028, id: 00d)']"]
-2023-03-03 17:51:04,771 ｜ INFO ｜ main.py ｜ search_images ｜ 116 ｜ Successfully searched similar images!
-2023-03-03 17:52:39,419 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:52:41,145 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:52:41,165 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:52:45,280 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:52:45,280 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:52:45,280 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:52:45,280 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:52:45,280 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:52:45,280 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:52:45,280 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:52:45,281 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:52:45,282 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:52:45,283 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:52:45,283 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:52:45,283 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:52:47,235 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)', '(distance: 1.2716189622879028, id: 00d)']"]
-2023-03-03 17:52:47,235 ｜ INFO ｜ main.py ｜ search_images ｜ 116 ｜ Successfully searched similar images!
-2023-03-03 17:53:17,700 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:53:17,701 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:53:17,701 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:53:17,701 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:53:17,701 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:53:17,701 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:53:17,701 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:53:17,701 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:53:17,702 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:53:17,703 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:53:17,703 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:53:17,703 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:53:18,449 ｜ ERROR ｜ decorators.py ｜ handler ｜ 108 ｜ RPC error: [search], <ParamError: (code=1, message=`limit` value 0 is illegal)>, <Time:{'RPC start': '2023-03-03 17:53:18.449542', 'RPC error': '2023-03-03 17:53:18.449658'}>
-2023-03-03 17:53:18,450 ｜ ERROR ｜ milvus_helpers.py ｜ search_vectors ｜ 124 ｜ Failed to search vectors in Milvus: <ParamError: (code=1, message=`limit` value 0 is illegal)>
-2023-03-03 17:53:24,934 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:53:24,935 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:53:24,935 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:53:24,935 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:53:24,935 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:53:24,935 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:53:24,935 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:53:24,935 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:53:24,936 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:53:24,937 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:53:24,938 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:53:24,938 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:53:26,049 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 17:53:26,050 ｜ INFO ｜ main.py ｜ search_images ｜ 116 ｜ Successfully searched similar images!
-2023-03-03 17:54:39,478 ｜ INFO ｜ helpers.py ｜ load_pretrained ｜ 247 ｜ Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
-2023-03-03 17:54:41,204 ｜ DEBUG ｜ milvus_helpers.py ｜ __init__ ｜ 22 ｜ Successfully connect to Milvus with IP:103.143.81.176 and PORT:19530
-2023-03-03 17:54:41,224 ｜ DEBUG ｜ selector_events.py ｜ __init__ ｜ 54 ｜ Using selector: EpollSelector
-2023-03-03 17:54:43,630 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:54:43,630 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:54:43,630 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:54:43,631 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:54:43,631 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:54:43,631 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:54:43,631 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:54:43,631 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:54:43,631 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:54:43,632 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:54:43,632 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:54:43,632 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:54:45,561 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)']"]
-2023-03-03 17:54:45,562 ｜ INFO ｜ main.py ｜ search_images ｜ 115 ｜ Successfully searched similar images!
-2023-03-03 17:54:52,303 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:54:52,304 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:54:52,304 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:54:52,304 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:54:52,304 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:54:52,304 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:54:52,304 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:54:52,304 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:54:52,305 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:54:52,306 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:54:52,306 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:54:52,306 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:54:53,380 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)', '(distance: 1.2716189622879028, id: 00d)']"]
-2023-03-03 17:54:53,380 ｜ INFO ｜ main.py ｜ search_images ｜ 115 ｜ Successfully searched similar images!
-2023-03-03 17:56:00,381 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:56:00,381 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:56:00,381 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:56:00,381 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:56:00,381 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:56:00,381 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:56:00,381 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:56:00,381 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:56:00,382 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:56:00,383 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:56:00,383 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:56:00,384 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:56:01,456 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)', '(distance: 1.2716189622879028, id: 00d)']"]
-2023-03-03 17:56:01,457 ｜ INFO ｜ main.py ｜ search_images ｜ 115 ｜ Successfully searched similar images!
-2023-03-03 17:56:03,019 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 17:56:03,019 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 17:56:03,019 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 17:56:03,019 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:56:03,019 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 17:56:03,020 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 17:56:03,020 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 17:56:03,020 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 17:56:03,020 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 17:56:03,021 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:124686]
-2023-03-03 17:56:03,021 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 17:56:03,021 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 17:56:04,091 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)', '(distance: 1.2716189622879028, id: 00d)']"]
-2023-03-03 17:56:04,091 ｜ INFO ｜ main.py ｜ search_images ｜ 115 ｜ Successfully searched similar images!
-2023-03-03 18:00:40,794 ｜ DEBUG ｜ milvus_helpers.py ｜ count ｜ 132 ｜ Successfully get the num:2 of the collection:product6
-2023-03-03 18:00:40,794 ｜ INFO ｜ main.py ｜ count_images ｜ 127 ｜ Successfully count the number of images!
-2023-03-03 18:00:59,366 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 18:00:59,366 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 18:00:59,366 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:120]
-2023-03-03 18:00:59,366 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 18:00:59,366 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[122:134]
-2023-03-03 18:00:59,366 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[136:145]
-2023-03-03 18:00:59,366 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 18:00:59,366 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 18:00:59,390 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 18:00:59,392 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:80891]
-2023-03-03 18:00:59,392 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 18:00:59,393 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 18:01:02,269 ｜ DEBUG ｜ milvus_helpers.py ｜ insert ｜ 74 ｜ Insert vectors to Milvus in collection: product6 with 1 rows
-2023-03-03 18:01:02,269 ｜ INFO ｜ main.py ｜ upload_images ｜ 91 ｜ Successfully uploaded data, vector id: ['00d']
-2023-03-03 18:01:11,770 ｜ DEBUG ｜ milvus_helpers.py ｜ count ｜ 132 ｜ Successfully get the num:2 of the collection:product6
-2023-03-03 18:01:11,770 ｜ INFO ｜ main.py ｜ count_images ｜ 127 ｜ Successfully count the number of images!
-2023-03-03 18:01:24,355 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_begin with no data
-2023-03-03 18:01:24,355 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[54:73]
-2023-03-03 18:01:24,356 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[75:137]
-2023-03-03 18:01:24,356 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 18:01:24,356 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_field with data[139:151]
-2023-03-03 18:01:24,356 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_header_value with data[153:163]
-2023-03-03 18:01:24,356 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_header_end with no data
-2023-03-03 18:01:24,356 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_headers_finished with no data
-2023-03-03 18:01:24,357 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:65536]
-2023-03-03 18:01:24,358 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:61006]
-2023-03-03 18:01:24,358 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 18:01:24,358 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[61007:65511]
-2023-03-03 18:01:24,358 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:1]
-2023-03-03 18:01:24,359 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[65512:65536]
-2023-03-03 18:01:24,359 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 601 ｜ Calling on_part_data with data[0:59150]
-2023-03-03 18:01:24,360 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_part_end with no data
-2023-03-03 18:01:24,360 ｜ DEBUG ｜ multipart.py ｜ callback ｜ 604 ｜ Calling on_end with no data
-2023-03-03 18:01:25,439 ｜ DEBUG ｜ milvus_helpers.py ｜ search_vectors ｜ 121 ｜ Successfully search in collection: ["['(distance: 1.1915321350097656, id: 00c)', '(distance: 1.2716189622879028, id: 00d)']"]
-2023-03-03 18:01:25,443 ｜ INFO ｜ main.py ｜ search_images ｜ 115 ｜ Successfully searched similar images!

src/main.py

@@ -8,7 +8,7 @@ from starlette.responses import FileResponse
 from milvus_helpers import MilvusHelper
 from config import TOP_K, UPLOAD_PATH
 from encode import ResNet50
-from operators import do_load, do_upload, do_search, do_count, do_drop
+from operators import do_delete, do_load, do_upload, do_search, do_count, do_drop
 from logs import LOGGER
 from pydantic import BaseModel
 from typing import Optional
@@ -33,50 +33,56 @@ if not os.path.exists(UPLOAD_PATH):
     LOGGER.info(f"mkdir the path:{UPLOAD_PATH}")
 
 
-@app.get('/data')
-def get_img(image_path):
-    # Get the image file
-    try:
-        LOGGER.info(f"Successfully load image: {image_path}")
-        return FileResponse(image_path)
-    except Exception as e:
-        LOGGER.error(f"Get image error: {e}")
-        return {'status': False, 'msg': e}, 400
-
-
-@app.get('/progress')
-def get_progress():
-    # Get the progress of dealing with images
-    try:
-        cache = Cache('./tmp')
-        return f"current: {cache['current']}, total: {cache['total']}"
-    except Exception as e:
-        LOGGER.error(f"upload image error: {e}")
-        return {'status': False, 'msg': e}, 400
-
-
-class Item(BaseModel):
-    Table: Optional[str] = None
-    File: str
-
-
-@app.post('/img/load')
-async def load_images(item: Item):
-    # Insert all the image under the file path to Milvus/MySQL
-    try:
-        total_num = do_load(item.Table, item.File, MODEL, MILVUS_CLI)
-        LOGGER.info(f"Successfully loaded data, total count: {total_num}")
-        return "Successfully loaded data!"
-    except Exception as e:
-        LOGGER.error(e)
-        return {'status': False, 'msg': e}, 400
+# @app.get('/data')
+# def get_img(image_path):
+#     # Get the image file
+#     try:
+#         LOGGER.info(f"Successfully load image: {image_path}")
+#         return FileResponse(image_path)
+#     except Exception as e:
+#         LOGGER.error(f"Get image error: {e}")
+#         return {'status': False, 'msg': e}, 400
+
+
+# @app.get('/progress')
+# def get_progress():
+#     # Get the progress of dealing with images
+#     try:
+#         cache = Cache('./tmp')
+#         return f"current: {cache['current']}, total: {cache['total']}"
+#     except Exception as e:
+#         LOGGER.error(f"upload image error: {e}")
+#         return {'status': False, 'msg': e}, 400
+
+
+# class Item(BaseModel):
+#     Table: Optional[str] = None
+#     File: str
+
+
+# @app.post('/img/load')
+# async def load_images(item: Item):
+#     # Insert all the image under the file path to Milvus/MySQL
+#     try:
+#         total_num = do_load(item.Table, item.File, MODEL, MILVUS_CLI)
+#         LOGGER.info(f"Successfully loaded data, total count: {total_num}")
+#         return "Successfully loaded data!"
+#     except Exception as e:
+#         LOGGER.error(e)
+#         return {'status': False, 'msg': e}, 400
 
 # file:image,query:id,url,table_name
+
 @app.post('/img/upload')
-async def upload_images(image: UploadFile = File(None),hash: str = None,id: str = None,url: str = None, table_name: str = None):
-    # Insert the upload image to Milvus/MySQL
+async def upload_images(
+    table_name: str = None,
+    partition_name: str = None,
+    image: UploadFile = File(None),
+    im_hash: str = None,
+    product_id: str = None,
+    url: str = None
+):
     try:
-        # Save the upload image to server.
         if image is not None:
             content = await image.read()
             img_path = os.path.join(UPLOAD_PATH, image.filename)
@@ -87,7 +93,7 @@ async def upload_images(image: UploadFile = File(None),hash: str = None,id: str
             urlretrieve(url, img_path)
         else:
             return {'status': False, 'msg': 'Image and url are required'}, 400
-        vector_id = do_upload(table_name,hash, id, img_path, MODEL, MILVUS_CLI)
+        vector_id = do_upload(table_name,partition_name,im_hash, product_id, img_path, MODEL, MILVUS_CLI)
         LOGGER.info(f"Successfully uploaded data, vector id: {vector_id}")
         return {'id':vector_id[0]}
     except Exception as e:
@@ -96,15 +102,18 @@ async def upload_images(image: UploadFile = File(None),hash: str = None,id: str
 
 # file:image,form:limit,table_name
 @app.post('/img/search')
-async def search_images(image: UploadFile = File(...), limit: int = TOP_K, table_name: str = None):
-    # Search the upload image in Milvus/MySQL
+async def search_images(
+    table_name: str = None,
+    partition_name: str = None,
+    image: UploadFile = File(...),
+    limit: int = TOP_K
+):
     try:
-        # Save the upload image to server.
         content = await image.read()
         img_path = os.path.join(UPLOAD_PATH, image.filename)
         with open(img_path, "wb+") as f:
             f.write(content)
-        res = do_search(table_name, img_path, limit, MODEL, MILVUS_CLI)
+        res = do_search(table_name,partition_name,img_path, limit, MODEL, MILVUS_CLI)
         list = []
         for hits in res:
             for hit in hits:
@@ -118,7 +127,20 @@ async def search_images(image: UploadFile = File(...), limit: int = TOP_K, table
         return {'status': False, 'msg': e}, 400
 
 
-@app.post('/img/count')
+@app.post('/delete/record')
+async def delete_record(table_name: str = None,partition_name: str=None,expr: str=None):
+    if len(expr) < 1:
+        return {'status': False, 'msg': 'expr is not empty'}
+    try:
+        res = do_delete(table_name,partition_name,expr)
+        print(res)
+        return {'status': True}
+    except Exception as e:
+        LOGGER.error(e)
+        return {'status': False, 'msg': e}, 400
+    
+
+@app.post('/collection/count')
 async def count_images(table_name: str = None):
     # Returns the total number of images in the system
     try:
@@ -130,7 +152,7 @@ async def count_images(table_name: str = None):
         return {'status': False, 'msg': e}, 400
 
 
-@app.post('/img/drop')
+@app.post('/collection/drop')
 async def drop_tables(table_name: str = None):
     # Delete the collection of Milvus and MySQL
     try:

src/milvus_helpers.py

@@ -47,8 +47,6 @@ class MilvusHelper:
                                      is_primary=True, auto_id=False)                        
                 product_id = FieldSchema(name='product_id', dtype=DataType.VARCHAR, descrition='id to image', max_length=500,
                                      is_primary=False, auto_id=False)
-                # im_url = FieldSchema(name='im_url', dtype=DataType.VARCHAR, descrition='path to image', max_length=500,
-                #                      is_primary=False, auto_id=False)
                 im_vector = FieldSchema(name="im_vector", dtype=DataType.FLOAT_VECTOR, descrition="image vectors",
                                      dim=VECTOR_DIMENSION, is_primary=False)
                 schema = CollectionSchema(fields=[im_hash, product_id,im_vector], description="collection_name: "+collection_name)
@@ -62,17 +60,32 @@ class MilvusHelper:
             LOGGER.error(f"Failed to load data to Milvus: {e}")
             sys.exit(1)
 
-    def insert(self, collection_name, hash, id, vectors):
+    # 创建分区        
+    def create_partition(self, partition_name):
+        # Create milvus collection if not exists
+        try:
+            if not self.has_partition(partition_name):
+                self.collection.create_partition(partition_name)
+                LOGGER.debug(f"Create Milvus partition: {partition_name}")
+            # else:
+                # self.set_collection(collection_name)
+            return "OK"
+        except Exception as e:
+            LOGGER.error(f"Failed to load data to Milvus: {e}")
+            sys.exit(1)
+
+    def insert(self, collection_name,partition_name,im_hash,product_id,im_vector):
         # Batch insert vectors to milvus collection
         try:
-            data = [hash, id,vectors]
+            data = [im_hash,product_id,im_vector]
             print(data)
             self.set_collection(collection_name)
-            mr = self.collection.insert(data)
+            self.create_partition(partition_name)
+            mr = self.collection.insert(data,partition_name)
             ids = mr.primary_keys
             self.collection.load()
             LOGGER.debug(
-                    f"Insert vectors to Milvus in collection: {collection_name} with {len(vectors)} rows")
+                    f"Insert vectors to Milvus in collection: {collection_name} with {len(im_vector)} rows")
             return ids
         except Exception as e:
             LOGGER.error(f"Failed to load data to Milvus: {e}")
@@ -105,18 +118,32 @@ class MilvusHelper:
             LOGGER.error(f"Failed to drop collection: {e}")
             sys.exit(1)
 
-    def search_vectors(self, collection_name, vectors, top_k):
-        # Search vector in milvus collection
+    def delete_record(self, collection_name,partition_name,expr):
+        # Delete Milvus collection
+        try:
+            self.set_collection(collection_name)
+            res = self.collection.delete(expr,partition_name)
+            LOGGER.debug("Successfully delete record")
+            return res
+        except Exception as e:
+            LOGGER.error(f"Failed to  delete record: {e}")
+            sys.exit(1)
+
+    def search_vectors(self, collection_name,partition_name,im_vector, top_k):
+        partition = None
+        if len(partition_name) > 0:
+            partition = [partition_name] 
         try:
             self.set_collection(collection_name)
             search_params = {"metric_type": METRIC_TYPE, "params": {"nprobe": 16}}
             res = self.collection.search(
-                vectors, 
+                im_vector, 
                 anns_field="im_vector", 
                 param=search_params, 
                 limit=top_k,
-                expr=None,
-                partition_names=None,
+                expr= None,
+                # expr= "product_id like \"63a6dd57cd3dd570bb943e81\"",
+                partition_names=partition,
                 output_fields=["product_id"])
             LOGGER.debug(f"Successfully search in collection: {res}")
             return res

src/operators.py

@@ -5,14 +5,14 @@ from config import DEFAULT_TABLE
 from logs import LOGGER
 
 
-def do_upload(table_name,hash,id,img_path, model, milvus_client):
+def do_upload(table_name,partition_name,im_hash,product_id,img_path, model, milvus_client):
     try:
         if not table_name:
             table_name = DEFAULT_TABLE
         milvus_client.create_collection(table_name)
-        feat = model.resnet50_extract_feat(img_path)
-        ids = milvus_client.insert(table_name,[hash],[id], [feat])
-        return ids
+        im_vector = model.resnet50_extract_feat(img_path)
+        id = milvus_client.insert(table_name,partition_name,[im_hash],[product_id],[im_vector])
+        return id
     except Exception as e:
         LOGGER.error(f"Error with upload : {e}")
         sys.exit(1)
@@ -55,16 +55,27 @@ def do_load(table_name, image_dir, model, milvus_client):
     return len(ids)
 
 
-def do_search(table_name, img_path, top_k, model, milvus_client):
+def do_search(table_name,partition_name,img_path, top_k, model, milvus_client):
     try:
         if not table_name:
             table_name = DEFAULT_TABLE
-        feat = model.resnet50_extract_feat(img_path)
-        vectors = milvus_client.search_vectors(table_name, [feat], top_k)
+        im_vector = model.resnet50_extract_feat(img_path)
+        res = milvus_client.search_vectors(table_name,partition_name,[im_vector], top_k)
         # hash = [str(x.id) for x in vectors[0]]
         # distances = [x.distance for x in vectors[0]]
         # return vectors, distances
-        return vectors
+        return res
+    except Exception as e:
+        LOGGER.error(f"Error with search : {e}")
+        sys.exit(1)
+
+# 根据条件expr删除数据     
+def do_delete(table_name,partition_name,expr,milvus_client):
+    try:
+        if not table_name:
+            table_name = DEFAULT_TABLE
+        res = milvus_client.delete_record(table_name,partition_name,expr)
+        return res
     except Exception as e:
         LOGGER.error(f"Error with search : {e}")
         sys.exit(1)