mirror of
https://github.com/deepset-ai/haystack.git
synced 2025-07-18 14:31:49 +00:00
ef2f6bd681
* Split DynamicPromptBuilder * Add release note * Julian PR feedback * dynamicchatbuilder lg upd * dynamicpromptbuilder lg upd --------- Co-authored-by: Daria Fokina <daria.fokina@deepset.ai>
77 lines
3.2 KiB
Python
77 lines
3.2 KiB
Python
import pytest
|
|
from jinja2 import TemplateSyntaxError
|
|
|
|
from haystack.components.builders import DynamicPromptBuilder
|
|
|
|
|
|
class TestDynamicPromptBuilder:
|
|
def test_initialization(self):
|
|
runtime_variables = ["var1", "var2"]
|
|
builder = DynamicPromptBuilder(runtime_variables)
|
|
assert builder.runtime_variables == runtime_variables
|
|
|
|
# regardless of the chat mode
|
|
# we have inputs that contain: prompt_source, template_variables + runtime_variables
|
|
expected_keys = set(runtime_variables + ["prompt_source", "template_variables"])
|
|
assert set(builder.__canals_input__.keys()) == expected_keys
|
|
|
|
# response is always prompt regardless of chat mode
|
|
assert set(builder.__canals_output__.keys()) == {"prompt"}
|
|
|
|
# prompt_source is a list of ChatMessage or a string
|
|
assert builder.__canals_input__["prompt_source"].type == str
|
|
|
|
# output is always prompt, but the type is different depending on the chat mode
|
|
assert builder.__canals_output__["prompt"].type == str
|
|
|
|
def test_processing_a_simple_template_with_provided_variables(self):
|
|
runtime_variables = ["var1", "var2", "var3"]
|
|
|
|
builder = DynamicPromptBuilder(runtime_variables)
|
|
|
|
template = "Hello, {{ name }}!"
|
|
template_variables = {"name": "John"}
|
|
expected_result = {"prompt": "Hello, John!"}
|
|
|
|
assert builder.run(template, template_variables) == expected_result
|
|
|
|
def test_processing_a_simple_template_with_invalid_template(self):
|
|
runtime_variables = ["var1", "var2", "var3"]
|
|
builder = DynamicPromptBuilder(runtime_variables)
|
|
|
|
template = "Hello, {{ name }!"
|
|
template_variables = {"name": "John"}
|
|
with pytest.raises(TemplateSyntaxError):
|
|
builder.run(template, template_variables)
|
|
|
|
def test_processing_a_simple_template_with_missing_variables(self):
|
|
runtime_variables = ["var1", "var2", "var3"]
|
|
builder = DynamicPromptBuilder(runtime_variables)
|
|
|
|
with pytest.raises(ValueError):
|
|
builder.run("Hello, {{ name }}!", {})
|
|
|
|
def test_missing_template_variables(self):
|
|
prompt_builder = DynamicPromptBuilder(runtime_variables=["documents"])
|
|
|
|
# missing template variable city
|
|
with pytest.raises(ValueError):
|
|
prompt_builder._validate_template("Hello, I'm {{ name }}, and I live in {{ city }}.", {"name"})
|
|
|
|
# missing template variable name
|
|
with pytest.raises(ValueError):
|
|
prompt_builder._validate_template("Hello, I'm {{ name }}, and I live in {{ city }}.", {"city"})
|
|
|
|
# completely unknown template variable
|
|
with pytest.raises(ValueError):
|
|
prompt_builder._validate_template("Hello, I'm {{ name }}, and I live in {{ city }}.", {"age"})
|
|
|
|
def test_provided_template_variables(self):
|
|
prompt_builder = DynamicPromptBuilder(runtime_variables=["documents"])
|
|
|
|
# both variables are provided
|
|
prompt_builder._validate_template("Hello, I'm {{ name }}, and I live in {{ city }}.", {"name", "city"})
|
|
|
|
# provided variables are a superset of the required variables
|
|
prompt_builder._validate_template("Hello, I'm {{ name }}, and I live in {{ city }}.", {"name", "city", "age"})
|