f8b8d86d4e
* Move splitter into indexing module * Rename post_processing module to parsers * Migrate LLM-specific composite pipelines into llms module This change moves the `splitters` module into `indexing` module. The `indexing` module will be created soon, to house `indexing`-related components. This change renames `post_processing` module into `parsers` module. Post-processing is a generic term which provides very little information. In the future, we will add other extractors into the `parser` module, like Metadata extractor... This change migrates the composite elements into `llms` module. These elements heavily assume that the internal nodes are llm-specific. As a result, migrating these elements into `llms` module will make them more discoverable, and simplify code base structure.
64 lines
2.1 KiB
Python
64 lines
2.1 KiB
Python
import pytest
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from kotaemon.base import Document
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from kotaemon.llms import BasePromptComponent, PromptTemplate
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from kotaemon.parsers import RegexExtractor
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def test_set_attributes():
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template = PromptTemplate("str = {s}, int = {i}, doc = {doc}, comp = {comp}")
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doc = Document(text="Helloo, Alice!")
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comp = RegexExtractor(
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pattern=r"\d+", output_map={"1": "One", "2": "Two", "3": "Three"}
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)
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comp.set_run(kwargs={"text": "This is a test. 1 2 3"}, temp=True)
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prompt = BasePromptComponent(template=template, s="Alice", i=30, doc=doc, comp=comp)
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assert prompt.s == "Alice"
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assert prompt.i == 30
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assert prompt.doc == doc
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assert prompt.comp == comp
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def test_check_redundant_kwargs():
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template = PromptTemplate("Hello, {name}!")
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prompt = BasePromptComponent(template, name="Alice")
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with pytest.warns(UserWarning, match="Keys provided but not in template: age"):
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prompt._BasePromptComponent__check_redundant_kwargs(name="Alice", age=30)
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def test_check_unset_placeholders():
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template = PromptTemplate("Hello, {name}! I'm {age} years old.")
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prompt = BasePromptComponent(template, name="Alice")
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with pytest.raises(ValueError):
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prompt._BasePromptComponent__check_unset_placeholders()
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def test_validate_value_type():
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template = PromptTemplate("Hello, {name}!")
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prompt = BasePromptComponent(template)
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with pytest.raises(ValueError):
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prompt._BasePromptComponent__validate_value_type(name={})
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def test_run():
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template = PromptTemplate("str = {s}, int = {i}, doc = {doc}, comp = {comp}")
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doc = Document(text="Helloo, Alice!")
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comp = RegexExtractor(
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pattern=r"\d+", output_map={"1": "One", "2": "Two", "3": "Three"}
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)
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comp.set_run(kwargs={"text": "This is a test. 1 2 3"}, temp=True)
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prompt = BasePromptComponent(template=template, s="Alice", i=30, doc=doc, comp=comp)
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result = prompt()
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assert result.text == "str = Alice, int = 30, doc = Helloo, Alice!, comp = ['One']"
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def test_set_method():
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template = PromptTemplate("Hello, {name}!")
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prompt = BasePromptComponent(template)
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prompt.set(name="Alice")
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assert prompt.name == "Alice"
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