InvokeAI/tests/test_config.py
2023-08-01 00:41:35 -04:00

111 lines
3.0 KiB
Python

import os
import pytest
import sys
from omegaconf import OmegaConf
from pathlib import Path
os.environ["INVOKEAI_ROOT"] = "/tmp"
from invokeai.app.services.config import InvokeAIAppConfig
init1 = OmegaConf.create(
"""
InvokeAI:
Features:
always_use_cpu: false
Memory/Performance:
max_cache_size: 5
tiled_decode: false
"""
)
init2 = OmegaConf.create(
"""
InvokeAI:
Features:
always_use_cpu: true
Memory/Performance:
max_cache_size: 2
tiled_decode: true
"""
)
def test_use_init():
# note that we explicitly set omegaconf dict and argv here
# so that the values aren't read from ~invokeai/invokeai.yaml and
# sys.argv respectively.
conf1 = InvokeAIAppConfig.get_config()
assert conf1
conf1.parse_args(conf=init1, argv=[])
assert not conf1.tiled_decode
assert conf1.max_cache_size == 5
assert not conf1.always_use_cpu
conf2 = InvokeAIAppConfig.get_config()
assert conf2
conf2.parse_args(conf=init2, argv=[])
assert conf2.tiled_decode
assert conf2.max_cache_size == 2
assert not hasattr(conf2, "invalid_attribute")
def test_argv_override():
conf = InvokeAIAppConfig.get_config()
conf.parse_args(conf=init1, argv=["--always_use_cpu", "--max_cache=10"])
assert conf.always_use_cpu
assert conf.max_cache_size == 10
assert conf.outdir == Path("outputs") # this is the default
def test_env_override():
# argv overrides
conf = InvokeAIAppConfig()
conf.parse_args(conf=init1, argv=["--max_cache=10"])
assert conf.always_use_cpu == False
os.environ["INVOKEAI_always_use_cpu"] = "True"
conf.parse_args(conf=init1, argv=["--max_cache=10"])
assert conf.always_use_cpu == True
# environment variables should be case insensitive
os.environ["InvokeAI_Max_Cache_Size"] = "15"
conf = InvokeAIAppConfig()
conf.parse_args(conf=init1, argv=[])
assert conf.max_cache_size == 15
conf = InvokeAIAppConfig()
conf.parse_args(conf=init1, argv=["--no-always_use_cpu", "--max_cache=10"])
assert conf.always_use_cpu == False
assert conf.max_cache_size == 10
conf = InvokeAIAppConfig.get_config(max_cache_size=20)
conf.parse_args(conf=init1, argv=[])
assert conf.max_cache_size == 20
def test_root_resists_cwd():
previous = os.environ["INVOKEAI_ROOT"]
cwd = Path(os.getcwd()).resolve()
os.environ["INVOKEAI_ROOT"] = "."
conf = InvokeAIAppConfig.get_config()
conf.parse_args([])
assert conf.root_path == cwd
os.chdir("..")
assert conf.root_path == cwd
os.environ["INVOKEAI_ROOT"] = previous
os.chdir(cwd)
def test_type_coercion():
conf = InvokeAIAppConfig().get_config()
conf.parse_args(argv=["--root=/tmp/foobar"])
assert conf.root == Path("/tmp/foobar")
assert isinstance(conf.root, Path)
conf = InvokeAIAppConfig.get_config(root="/tmp/different")
conf.parse_args(argv=["--root=/tmp/foobar"])
assert conf.root == Path("/tmp/different")
assert isinstance(conf.root, Path)