InvokeAI/tests/test_config.py
2023-08-18 15:52:04 +10:00

124 lines
3.5 KiB
Python

import os
from typing import Any
import pytest
from omegaconf import OmegaConf
from pathlib import Path
@pytest.fixture
def patch_rootdir(tmp_path: Path, monkeypatch: Any) -> None:
"""This may be overkill since the current tests don't need the root dir to exist"""
monkeypatch.setenv("INVOKEAI_ROOT", str(tmp_path))
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(patch_rootdir):
# 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.
from invokeai.app.services.config import InvokeAIAppConfig
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(patch_rootdir):
from invokeai.app.services.config import InvokeAIAppConfig
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(patch_rootdir):
from invokeai.app.services.config import InvokeAIAppConfig
# argv overrides
conf = InvokeAIAppConfig()
conf.parse_args(conf=init1, argv=["--max_cache=10"])
assert conf.always_use_cpu is False
os.environ["INVOKEAI_always_use_cpu"] = "True"
conf.parse_args(conf=init1, argv=["--max_cache=10"])
assert conf.always_use_cpu is 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 is 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(patch_rootdir):
from invokeai.app.services.config import InvokeAIAppConfig
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(patch_rootdir):
from invokeai.app.services.config import InvokeAIAppConfig
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)