langchain/libs/partners/ibm/tests/unit_tests/test_embeddings.py

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"""Test WatsonxLLM API wrapper."""
import os
from langchain_ibm import WatsonxEmbeddings
os.environ.pop("WATSONX_APIKEY", None)
os.environ.pop("WATSONX_PROJECT_ID", None)
MODEL_ID = "ibm/slate-125m-english-rtrvr"
def test_initialize_watsonx_embeddings_bad_path_without_url() -> None:
try:
WatsonxEmbeddings(
model_id=MODEL_ID,
)
except ValueError as e:
assert "WATSONX_URL" in e.__str__()
def test_initialize_watsonx_embeddings_cloud_bad_path() -> None:
try:
WatsonxEmbeddings(model_id=MODEL_ID, url="https://us-south.ml.cloud.ibm.com")
except ValueError as e:
assert "WATSONX_APIKEY" in e.__str__()
def test_initialize_watsonx_embeddings_cpd_bad_path_without_all() -> None:
try:
WatsonxEmbeddings(
model_id=MODEL_ID,
url="https://cpd-zen.apps.cpd48.cp.fyre.ibm.com",
)
except ValueError as e:
assert (
"WATSONX_APIKEY" in e.__str__()
and "WATSONX_PASSWORD" in e.__str__()
and "WATSONX_TOKEN" in e.__str__()
)
def test_initialize_watsonx_embeddings_cpd_bad_path_password_without_username() -> None:
try:
WatsonxEmbeddings(
model_id=MODEL_ID,
url="https://cpd-zen.apps.cpd48.cp.fyre.ibm.com",
password="test_password",
)
except ValueError as e:
assert "WATSONX_USERNAME" in e.__str__()
def test_initialize_watsonx_embeddings_cpd_bad_path_apikey_without_username() -> None:
try:
WatsonxEmbeddings(
model_id=MODEL_ID,
url="https://cpd-zen.apps.cpd48.cp.fyre.ibm.com",
apikey="test_apikey",
)
except ValueError as e:
assert "WATSONX_USERNAME" in e.__str__()