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finished unit tests, changed to have dynamic types

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Leon 2023-08-10 13:38:39 -07:00
parent 46ada5a7f9
commit 4a48955a5d
2 changed files with 19 additions and 21 deletions
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13
tests/metagpt/document_store/test_lancedb_store.py
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@ -6,8 +6,10 @@
@File : test_lancedb_store.py
"""
from metagpt.document_store.lancedb_store import LanceStore
import pytest
import random
@pytest
def test_lance_store():
# This simply establishes the connection to the database, so we can drop the table if it exists
@ -15,14 +17,15 @@ def test_lance_store():
store.drop('test')
store.create_table(['vector', 'id', 'meta', 'meta2'])
store.write(data=[[random.random() for _ in range(100)] for _ in range(2)],
metadatas=[{"source": "google-docs"}, {"source": "notion"}],
ids=["doc1", "doc2"])
store.add(data=[random.random() for _ in range(100)], metadatas={"source": "notion"}, ids="doc3")
store.add(data=[random.random() for _ in range(100)], metadata={"source": "notion"}, _id="doc3")
result = store.search([random.random() for _ in range(100)], n_results=3)
print(result)
assert(len(result) > 0)
assert(len(result) == 3)
store.delete("doc2")
result = store.search([random.random() for _ in range(100)], n_results=3, where="source = 'notion'", metric='cosine')
assert(len(result) == 1)