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langchain/tests/unit_tests/test_input.py

76 lines
2.3 KiB
Python

"""Test input manipulating logic."""
import sys
from io import StringIO
from langchain.agents.input import ChainedInput
from langchain.input import get_color_mapping
def test_chained_input_not_verbose() -> None:
"""Test chained input logic."""
old_stdout = sys.stdout
sys.stdout = mystdout = StringIO()
chained_input = ChainedInput("foo")
sys.stdout = old_stdout
output = mystdout.getvalue()
assert output == ""
assert chained_input.input == "foo"
old_stdout = sys.stdout
sys.stdout = mystdout = StringIO()
chained_input.add_observation("bar", "1", "2", None)
sys.stdout = old_stdout
output = mystdout.getvalue()
assert output == ""
assert chained_input.input == "foo\n1bar\n2"
def test_chained_input_verbose() -> None:
"""Test chained input logic, making sure verbose doesn't mess it up."""
old_stdout = sys.stdout
sys.stdout = mystdout = StringIO()
chained_input = ChainedInput("foo", verbose=True)
sys.stdout = old_stdout
output = mystdout.getvalue()
assert output == "foo"
assert chained_input.input == "foo"
old_stdout = sys.stdout
sys.stdout = mystdout = StringIO()
chained_input.add_observation("bar", "1", "2", None)
sys.stdout = old_stdout
output = mystdout.getvalue()
assert output == "\n1bar\n2"
assert chained_input.input == "foo\n1bar\n2"
old_stdout = sys.stdout
sys.stdout = mystdout = StringIO()
chained_input.add_observation("baz", "3", "4", "blue")
sys.stdout = old_stdout
output = mystdout.getvalue()
assert output == "\n3\x1b[36;1m\x1b[1;3mbaz\x1b[0m\n4"
assert chained_input.input == "foo\n1bar\n2\n3baz\n4"
def test_get_color_mapping() -> None:
"""Test getting of color mapping."""
# Test on few inputs.
items = ["foo", "bar"]
output = get_color_mapping(items)
expected_output = {"foo": "blue", "bar": "yellow"}
assert output == expected_output
# Test on a lot of inputs.
items = [f"foo-{i}" for i in range(20)]
output = get_color_mapping(items)
assert len(output) == 20
def test_get_color_mapping_excluded_colors() -> None:
"""Test getting of color mapping with excluded colors."""
items = ["foo", "bar"]
output = get_color_mapping(items, excluded_colors=["blue"])
expected_output = {"foo": "yellow", "bar": "pink"}
assert output == expected_output