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2 Commits

Author SHA1 Message Date
Eugene Yurtsev
435dec28fe x 2024-06-27 15:56:35 -04:00
Eugene Yurtsev
de5b09251d test 2024-06-27 15:55:35 -04:00
3 changed files with 81 additions and 119 deletions

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@@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
[[package]]
name = "annotated-types"
@@ -318,7 +318,7 @@ files = [
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@@ -342,7 +342,7 @@ url = "../../core"
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@@ -351,13 +351,31 @@ develop = true
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{file = "pydantic_core-2.18.2-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:b3ef08e20ec49e02d5c6717a91bb5af9b20f1805583cb0adfe9ba2c6b505b5ae"},
{file = "pydantic_core-2.18.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:c6fdc8627910eed0c01aed6a390a252fe3ea6d472ee70fdde56273f198938374"},
{file = "pydantic_core-2.18.2.tar.gz", hash = "sha256:2e29d20810dfc3043ee13ac7d9e25105799817683348823f305ab3f349b9386e"},
]
[package.dependencies]
typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
[[package]]
name = "pydantic-core"
version = "2.18.4"
@@ -975,7 +883,6 @@ files = [
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{file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
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@@ -1351,4 +1258,4 @@ watchmedo = ["PyYAML (>=3.10)"]
[metadata]
lock-version = "2.0"
python-versions = ">=3.8.1,<3.13"
content-hash = "36269174f71176492bbde7c121e059007e531c942550cbf8f493a5a62cedf652"
content-hash = "b3e6bd046d0bdcd986f3c4c0a7661d5b0dbb29b6c320022f0e7c5050e1f4993c"

View File

@@ -32,6 +32,7 @@ syrupy = "^4.0.2"
pytest-watcher = "^0.3.4"
pytest-asyncio = "^0.21.1"
langchain-core = { path = "../../core", develop = true }
langchain-standard-tests = { path = "../../standard-tests", develop = true }
[tool.poetry.group.codespell]
optional = true

View File

@@ -0,0 +1,54 @@
"""Run standard read write tests on the PineconeVectorStore."""
import os
import time
import pytest
from langchain_core.vectorstores import VectorStore
from langchain_standard_tests.integration_tests.vectorstores import ReadWriteTestSuite
from langchain_pinecone.vectorstores import PineconeVectorStore
INDEX_NAME = "langchain-standard-tests-index"
NAMESPACE_NAME = "langchain-standard-tests-namespace"
DIMENSION = 6
DEFAULT_SLEEP = 20
class TestRWAPI(ReadWriteTestSuite):
@pytest.fixture()
def vectorstore(self) -> VectorStore:
"""Get an empty vectorstore."""
import pinecone
from pinecone import PodSpec
client = pinecone.Pinecone(api_key=os.environ["PINECONE_API_KEY"])
index_list = client.list_indexes()
for i in index_list:
if i["name"] == INDEX_NAME:
client.delete_index(INDEX_NAME)
break
if len(index_list) > 0:
time.sleep(DEFAULT_SLEEP) # prevent race with creation
client.create_index(
name=INDEX_NAME,
dimension=DIMENSION,
metric="cosine",
spec=PodSpec(environment="gcp-starter"),
)
index = client.Index(INDEX_NAME)
# insure the index is empty
index_stats = index.describe_index_stats()
assert index_stats["dimension"] == DIMENSION
if index_stats["namespaces"].get(NAMESPACE_NAME) is not None:
assert index_stats["namespaces"][NAMESPACE_NAME]["vector_count"] == 0
try:
yield PineconeVectorStore(
index_name=INDEX_NAME, embedding=self.get_embeddings()
)
finally:
client.delete_index(INDEX_NAME)