d79b3744cb
This change remove `BaseComponent`'s: - run_raw - run_batch_raw - run_document - run_batch_document - is_document - is_batch Each component is expected to support multiple types of inputs and a single type of output. Since we want the component to work out-of-the-box with both standardized and customized use cases, supporting multiple types of inputs are expected. At the same time, to reduce the complexity of understanding how to use a component, we restrict a component to only have a single output type. To accommodate these changes, we also refactor some components to remove their run_raw, run_batch_raw... methods, and to decide the common output interface for those components. Tests are updated accordingly. Commit changes: * Add kwargs to vector store's query * Simplify the BaseComponent * Update tests * Remove support for Python 3.8 and 3.9 * Bump version 0.3.0 * Fix github PR caching still use old environment after bumping version --------- Co-authored-by: ian <ian@cinnamon.is>
65 lines
2.2 KiB
Python
65 lines
2.2 KiB
Python
import pytest
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from kotaemon.documents.base import Document
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from kotaemon.post_processing.extractor import RegexExtractor
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from kotaemon.prompt.base import BasePromptComponent
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from kotaemon.prompt.template import PromptTemplate
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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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