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c8ef9223e5
Co-authored-by: crazywoola <427733928@qq.com> Co-authored-by: Elliot Scribner <elliot.scribner@couchbase.com> Co-authored-by: crazywoola <100913391+crazywoola@users.noreply.github.com> Co-authored-by: Bowen Liang <bowenliang@apache.org>
51 lines
1.7 KiB
Python
51 lines
1.7 KiB
Python
import subprocess
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import time
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from core.rag.datasource.vdb.couchbase.couchbase_vector import CouchbaseConfig, CouchbaseVector
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from tests.integration_tests.vdb.test_vector_store import (
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AbstractVectorTest,
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get_example_text,
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setup_mock_redis,
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)
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def wait_for_healthy_container(service_name="couchbase-server", timeout=300):
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start_time = time.time()
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while time.time() - start_time < timeout:
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result = subprocess.run(
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["docker", "inspect", "--format", "{{.State.Health.Status}}", service_name], capture_output=True, text=True
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)
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if result.stdout.strip() == "healthy":
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print(f"{service_name} is healthy!")
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return True
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else:
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print(f"Waiting for {service_name} to be healthy...")
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time.sleep(10)
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raise TimeoutError(f"{service_name} did not become healthy in time")
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class CouchbaseTest(AbstractVectorTest):
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def __init__(self):
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super().__init__()
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self.vector = CouchbaseVector(
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collection_name=self.collection_name,
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config=CouchbaseConfig(
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connection_string="couchbase://127.0.0.1",
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user="Administrator",
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password="password",
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bucket_name="Embeddings",
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scope_name="_default",
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),
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)
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def search_by_vector(self):
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# brief sleep to ensure document is indexed
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time.sleep(5)
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hits_by_vector = self.vector.search_by_vector(query_vector=self.example_embedding)
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assert len(hits_by_vector) == 1
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def test_couchbase(setup_mock_redis):
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wait_for_healthy_container("couchbase-server", timeout=60)
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CouchbaseTest().run_all_tests()
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