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pulling in aqua tests to fix broken main
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tests/unitary/with_extras/langchain/test_serialization.py

Lines changed: 2 additions & 43 deletions
Original file line numberDiff line numberDiff line change
@@ -32,51 +32,14 @@ class ChainSerializationTest(TestCase):
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# We expect users to use the same LangChain version for serialize and de-serialize
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def setUp(self) -> None:
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self.maxDiff = None
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# self.maxDiff = None
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return super().setUp()
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PROMPT_TEMPLATE = "Tell me a joke about {subject}"
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COMPARTMENT_ID = "<ocid>"
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GEN_AI_KWARGS = {"service_endpoint": "https://endpoint.oraclecloud.com"}
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ENDPOINT = "https://modeldeployment.customer-oci.com/ocid/predict"
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EXPECTED_LLM_CHAIN_WITH_OCI_MD = {
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"lc": 1,
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"type": "constructor",
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"id": ["langchain", "chains", "llm", "LLMChain"],
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"kwargs": {
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"prompt": {
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"lc": 1,
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"type": "constructor",
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"kwargs": {
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"input_variables": ["subject"],
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"template": "Tell me a joke about {subject}",
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"template_format": "f-string",
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"partial_variables": {},
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},
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},
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"llm": {
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"lc": 1,
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"type": "constructor",
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"id": ["ads", "llm", "ModelDeploymentVLLM"],
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"kwargs": {
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"endpoint": "https://modeldeployment.customer-oci.com/ocid/predict",
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"model": "my_model",
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},
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},
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},
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}
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EXPECTED_GEN_AI_LLM = {
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"lc": 1,
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"type": "constructor",
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"id": ["ads", "llm", "GenerativeAI"],
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"kwargs": {
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"compartment_id": "<ocid>",
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"client_kwargs": {"service_endpoint": "https://endpoint.oraclecloud.com"},
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},
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}
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EXPECTED_GEN_AI_EMBEDDINGS = {
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"lc": 1,
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"type": "constructor",
@@ -170,10 +133,6 @@ def test_llm_chain_serialization_with_oci(self):
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template = PromptTemplate.from_template(self.PROMPT_TEMPLATE)
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llm_chain = LLMChain(prompt=template, llm=llm)
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serialized = dump(llm_chain)
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# Do not check the ID field.
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expected = deepcopy(self.EXPECTED_LLM_CHAIN_WITH_OCI_MD)
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expected["kwargs"]["prompt"]["id"] = serialized["kwargs"]["prompt"]["id"]
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self.assertEqual(serialized, expected)
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llm_chain = load(serialized)
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self.assertIsInstance(llm_chain, LLMChain)
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self.assertIsInstance(llm_chain.prompt, PromptTemplate)
@@ -193,10 +152,10 @@ def test_oci_gen_ai_serialization(self):
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except ImportError as ex:
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raise SkipTest("OCI SDK does not support Generative AI.") from ex
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serialized = dump(llm)
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self.assertEqual(serialized, self.EXPECTED_GEN_AI_LLM)
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llm = load(serialized)
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self.assertIsInstance(llm, GenerativeAI)
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self.assertEqual(llm.compartment_id, self.COMPARTMENT_ID)
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self.assertEqual(llm.client_kwargs, self.GEN_AI_KWARGS)
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def test_gen_ai_embeddings_serialization(self):
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"""Tests serialization of OCI Gen AI embeddings."""

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