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refactor: Nested search params in ES config #120

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Merged
merged 7 commits into from
Apr 15, 2024
Merged

refactor: Nested search params in ES config #120

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bf3f9eb
refactor: Nested search params in ES config
KShivendu Apr 11, 2024
2d40ab1
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Apr 11, 2024
31a867c
fix: Remove extra config vars
KShivendu Apr 12, 2024
a7fe285
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Apr 12, 2024
b176179
Merge branch 'master' into refactor/es-client
KShivendu Apr 15, 2024
5a20558
fix: Remove extra comment
KShivendu Apr 15, 2024
c527ae3
feat: Add keyword, text, and float index types in ES
KShivendu Apr 15, 2024
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34 changes: 30 additions & 4 deletions engine/clients/elasticsearch/config.py
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Original file line number Diff line number Diff line change
@@ -1,4 +1,30 @@
ELASTIC_PORT = 9200
ELASTIC_INDEX = "bench"
ELASTIC_USER = "elastic"
ELASTIC_PASSWORD = "passwd"
import os

from elasticsearch import Elasticsearch

ELASTIC_PORT = int(os.getenv("ELASTIC_PORT", 9200))
ELASTIC_INDEX = os.getenv("ELASTIC_INDEX", "bench")
ELASTIC_USER = os.getenv("ELASTIC_USER", "elastic")
ELASTIC_PASSWORD = os.getenv("ELASTIC_PASSWORD", "passwd")

ELASTIC_TIMEOUT = int(os.getenv("ELASTIC_TIMEOUT", 300))
ELASTIC_INDEX_TIMEOUT = os.getenv("ELASTIC_INDEX_TIMEOUT", "30m")
ELASTIC_INDEX_REFRESH_INTERVAL = os.getenv("ELASTIC_INDEX_REFRESH_INTERVAL", "-1")


def get_es_client(host, connection_params):
client: Elasticsearch = None
init_params = {
"verify_certs": False,
"request_timeout": ELASTIC_TIMEOUT,
"retry_on_timeout": True,
"ssl_show_warn": False,
**connection_params,
}
client = Elasticsearch(
f"http://{host}:{ELASTIC_PORT}",
basic_auth=(ELASTIC_USER, ELASTIC_PASSWORD),
**init_params,
)
assert client.ping()
return client
8 changes: 2 additions & 6 deletions engine/clients/elasticsearch/configure.py
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Original file line number Diff line number Diff line change
Expand Up @@ -72,12 +72,8 @@ def recreate(self, dataset: Dataset, collection_params):
"index": True,
"similarity": self.DISTANCE_MAPPING[dataset.config.distance],
"index_options": {
**{
"type": "hnsw",
"m": 16,
"ef_construction": 100,
},
**collection_params.get("index_options"),
"type": "hnsw",
**collection_params["index_options"],
},
},
**self._prepare_fields_config(dataset),
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25 changes: 4 additions & 21 deletions engine/clients/elasticsearch/search.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,12 +5,7 @@
from elasticsearch import Elasticsearch

from engine.base_client.search import BaseSearcher
from engine.clients.elasticsearch.config import (
ELASTIC_INDEX,
ELASTIC_PASSWORD,
ELASTIC_PORT,
ELASTIC_USER,
)
from engine.clients.elasticsearch.config import ELASTIC_INDEX, get_es_client
from engine.clients.elasticsearch.parser import ElasticConditionParser


Expand All @@ -29,20 +24,8 @@ def get_mp_start_method(cls):
return "forkserver" if "forkserver" in mp.get_all_start_methods() else "spawn"

@classmethod
def init_client(cls, host, distance, connection_params: dict, search_params: dict):
init_params = {
**{
"verify_certs": False,
"request_timeout": 90,
"retry_on_timeout": True,
},
**connection_params,
}
cls.client: Elasticsearch = Elasticsearch(
f"http://{host}:{ELASTIC_PORT}",
basic_auth=(ELASTIC_USER, ELASTIC_PASSWORD),
**init_params,
)
def init_client(cls, host, _distance, connection_params: dict, search_params: dict):
cls.client = get_es_client(host, connection_params)
cls.search_params = search_params

@classmethod
Expand All @@ -51,7 +34,7 @@ def search_one(cls, vector, meta_conditions, top) -> List[Tuple[int, float]]:
"field": "vector",
"query_vector": vector,
"k": top,
**{"num_candidates": 100, **cls.search_params},
**cls.search_params["params"],
}

meta_conditions = cls.parser.parse(meta_conditions)
Expand Down
23 changes: 3 additions & 20 deletions engine/clients/elasticsearch/upload.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,12 +5,7 @@
from elasticsearch import Elasticsearch

from engine.base_client.upload import BaseUploader
from engine.clients.elasticsearch.config import (
ELASTIC_INDEX,
ELASTIC_PASSWORD,
ELASTIC_PORT,
ELASTIC_USER,
)
from engine.clients.elasticsearch.config import ELASTIC_INDEX, get_es_client


class ClosableElastic(Elasticsearch):
Expand All @@ -27,20 +22,8 @@ def get_mp_start_method(cls):
return "forkserver" if "forkserver" in mp.get_all_start_methods() else "spawn"

@classmethod
def init_client(cls, host, distance, connection_params, upload_params):
init_params = {
**{
"verify_certs": False,
"request_timeout": 90,
"retry_on_timeout": True,
},
**connection_params,
}
cls.client = Elasticsearch(
f"http://{host}:{ELASTIC_PORT}",
basic_auth=(ELASTIC_USER, ELASTIC_PASSWORD),
**init_params,
)
def init_client(cls, host, _distance, connection_params, upload_params):
cls.client = get_es_client(host, connection_params)
cls.upload_params = upload_params

@classmethod
Expand Down
28 changes: 14 additions & 14 deletions experiments/configurations/elasticsearch-single-node.json
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Original file line number Diff line number Diff line change
Expand Up @@ -7,8 +7,8 @@
},
"collection_params": { "index_options": { "m": 16, "ef_construction": 100 } },
"search_params": [
{ "parallel": 1, "num_candidates": 128 }, { "parallel": 1, "num_candidates": 256 }, { "parallel": 1, "num_candidates": 512 },
{ "parallel": 100, "num_candidates": 128 }, { "parallel": 100, "num_candidates": 256 }, { "parallel": 100, "num_candidates": 512 }
{ "parallel": 1, "params": {"num_candidates": 128} }, { "parallel": 1, "params": {"num_candidates": 256} }, { "parallel": 1, "params" :{"num_candidates": 512} },
{ "parallel": 100, "params": {"num_candidates": 128} }, { "parallel": 100, "params": {"num_candidates": 256} }, { "parallel": 100, "params" :{"num_candidates": 512} }
],
"upload_params": { "parallel": 16 }
},
Expand All @@ -20,8 +20,8 @@
},
"collection_params": { "index_options": { "m": 16, "ef_construction": 128 } },
"search_params": [
{ "parallel": 1, "num_candidates": 128 }, { "parallel": 1, "num_candidates": 256 }, { "parallel": 1, "num_candidates": 512 },
{ "parallel": 100, "num_candidates": 128 }, { "parallel": 100, "num_candidates": 256 }, { "parallel": 100, "num_candidates": 512 }
{ "parallel": 1, "params": {"num_candidates": 128} }, { "parallel": 1, "params": {"num_candidates": 256} }, { "parallel": 1, "params" :{"num_candidates": 512} },
{ "parallel": 100, "params": {"num_candidates": 128} }, { "parallel": 100, "params": {"num_candidates": 256} }, { "parallel": 100, "params" :{"num_candidates": 512} }
],
"upload_params": { "parallel": 16 }
},
Expand All @@ -33,8 +33,8 @@
},
"collection_params": { "index_options": { "m": 32, "ef_construction": 128 } },
"search_params": [
{ "parallel": 1, "num_candidates": 128 }, { "parallel": 1, "num_candidates": 256 }, { "parallel": 1, "num_candidates": 512 },
{ "parallel": 100, "num_candidates": 128 }, { "parallel": 100, "num_candidates": 256 }, { "parallel": 100, "num_candidates": 512 }
{ "parallel": 1, "params": {"num_candidates": 128} }, { "parallel": 1, "params": {"num_candidates": 256} }, { "parallel": 1, "params" :{"num_candidates": 512} },
{ "parallel": 100, "params": {"num_candidates": 128} }, { "parallel": 100, "params": {"num_candidates": 256} }, { "parallel": 100, "params" :{"num_candidates": 512} }
],
"upload_params": { "parallel": 16 }
},
Expand All @@ -46,8 +46,8 @@
},
"collection_params": { "index_options": { "m": 32, "ef_construction": 256 } },
"search_params": [
{ "parallel": 1, "num_candidates": 128 }, { "parallel": 1, "num_candidates": 256 }, { "parallel": 1, "num_candidates": 512 },
{ "parallel": 100, "num_candidates": 128 }, { "parallel": 100, "num_candidates": 256 }, { "parallel": 100, "num_candidates": 512 }
{ "parallel": 1, "params": {"num_candidates": 128} }, { "parallel": 1, "params": {"num_candidates": 256} }, { "parallel": 1, "params" :{"num_candidates": 512} },
{ "parallel": 100, "params": {"num_candidates": 128} }, { "parallel": 100, "params": {"num_candidates": 256} }, { "parallel": 100, "params" :{"num_candidates": 512} }
],
"upload_params": { "parallel": 16 }
},
Expand All @@ -59,8 +59,8 @@
},
"collection_params": { "index_options": { "m": 32, "ef_construction": 512 } },
"search_params": [
{ "parallel": 1, "num_candidates": 128 }, { "parallel": 1, "num_candidates": 256 }, { "parallel": 1, "num_candidates": 512 },
{ "parallel": 100, "num_candidates": 128 }, { "parallel": 100, "num_candidates": 256 }, { "parallel": 100, "num_candidates": 512 }
{ "parallel": 1, "params": {"num_candidates": 128} }, { "parallel": 1, "params": {"num_candidates": 256} }, { "parallel": 1, "params" :{"num_candidates": 512} },
{ "parallel": 100, "params": {"num_candidates": 128} }, { "parallel": 100, "params": {"num_candidates": 256} }, { "parallel": 100, "params" :{"num_candidates": 512} }
],
"upload_params": { "parallel": 16 }
},
Expand All @@ -72,8 +72,8 @@
},
"collection_params": { "index_options": { "m": 64, "ef_construction": 256 } },
"search_params": [
{ "parallel": 1, "num_candidates": 128 }, { "parallel": 1, "num_candidates": 256 }, { "parallel": 1, "num_candidates": 512 },
{ "parallel": 100, "num_candidates": 128 }, { "parallel": 100, "num_candidates": 256 }, { "parallel": 100, "num_candidates": 512 }
{ "parallel": 1, "params": {"num_candidates": 128} }, { "parallel": 1, "params": {"num_candidates": 256} }, { "parallel": 1, "params" :{"num_candidates": 512} },
{ "parallel": 100, "params": {"num_candidates": 128} }, { "parallel": 100, "params": {"num_candidates": 256} }, { "parallel": 100, "params" :{"num_candidates": 512} }
],
"upload_params": { "parallel": 16 }
},
Expand All @@ -85,8 +85,8 @@
},
"collection_params": { "index_options": { "m": 64, "ef_construction": 512 } },
"search_params": [
{ "parallel": 1, "num_candidates": 128 }, { "parallel": 1, "num_candidates": 256 }, { "parallel": 1, "num_candidates": 512 },
{ "parallel": 100, "num_candidates": 128 }, { "parallel": 100, "num_candidates": 256 }, { "parallel": 100, "num_candidates": 512 }
{ "parallel": 1, "params": {"num_candidates": 128} }, { "parallel": 1, "params": {"num_candidates": 256} }, { "parallel": 1, "params" :{"num_candidates": 512} },
{ "parallel": 100, "params": {"num_candidates": 128} }, { "parallel": 100, "params": {"num_candidates": 256} }, { "parallel": 100, "params" :{"num_candidates": 512} }
],
"upload_params": { "parallel": 16 }
}
Expand Down