tests: redo config tests

This commit is contained in:
psychedelicious 2024-03-12 00:24:30 +11:00
parent 53c8f36029
commit 5606f4d627

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@ -1,11 +1,49 @@
import os
from pathlib import Path
from tempfile import TemporaryDirectory
from typing import Any
import pytest
from omegaconf import OmegaConf
from pydantic import ValidationError
from invokeai.app.services.config.config_default import InvokeAIAppConfig, get_config, load_and_migrate_config
v4_config = """
meta:
schema_version: 4
host: "192.168.1.1"
port: 8080
"""
invalid_v5_config = """
meta:
schema_version: 5
host: "192.168.1.1"
port: 8080
"""
v3_config = """
InvokeAI:
Web Server:
host: 192.168.1.1
port: 8080
Features:
esrgan: true
internet_available: true
log_tokenization: false
patchmatch: true
ignore_missing_core_models: false
Paths:
outdir: /some/outputs/dir
"""
invalid_config = """
i like turtles
"""
@pytest.fixture
def patch_rootdir(tmp_path: Path, monkeypatch: Any) -> None:
@ -13,151 +51,101 @@ def patch_rootdir(tmp_path: Path, monkeypatch: Any) -> None:
monkeypatch.setenv("INVOKEAI_ROOT", str(tmp_path))
init1 = OmegaConf.create(
"""
InvokeAI:
Features:
always_use_cpu: false
Model Cache:
convert_cache: 5
Generation:
force_tiled_decode: false
"""
)
init2 = OmegaConf.create(
"""
InvokeAI:
Features:
always_use_cpu: true
Model Cache:
convert_cache: 2
Generation:
force_tiled_decode: true
"""
)
init3 = OmegaConf.create(
"""
InvokeAI:
Generation:
sequential_guidance: true
attention_type: xformers
attention_slice_size: 7
forced_tiled_decode: True
Device:
device: cpu
Model Cache:
ram: 1.25
"""
)
def test_path_resolution_root_not_set():
"""Test path resolutions when the root is not explicitly set."""
config = InvokeAIAppConfig()
expected_root = InvokeAIAppConfig.find_root()
assert config.root_path == expected_root
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
def test_read_config_from_file(tmp_path: Path):
"""Test reading configuration from a file."""
temp_config_file = tmp_path / "temp_invokeai.yaml"
temp_config_file.write_text(v4_config)
conf1 = InvokeAIAppConfig.get_config()
assert conf1
conf1.parse_args(conf=init1, argv=[])
assert not conf1.force_tiled_decode
assert conf1.convert_cache == 5
assert not conf1.always_use_cpu
conf2 = InvokeAIAppConfig.get_config()
assert conf2
conf2.parse_args(conf=init2, argv=[])
assert conf2.force_tiled_decode
assert conf2.convert_cache == 2
assert not hasattr(conf2, "invalid_attribute")
config = load_and_migrate_config(temp_config_file)
assert config.host == "192.168.1.1"
assert config.port == 8080
def test_legacy():
from invokeai.app.services.config import InvokeAIAppConfig
def test_migrate_v3_config_from_file(tmp_path: Path):
"""Test reading configuration from a file."""
temp_config_file = tmp_path / "temp_invokeai.yaml"
temp_config_file.write_text(v3_config)
conf = InvokeAIAppConfig.get_config()
assert conf
conf.parse_args(conf=init3, argv=[])
assert conf.xformers_enabled
assert conf.device == "cpu"
assert conf.use_cpu
assert conf.ram == 1.25
assert conf.ram_cache_size == 1.25
config = load_and_migrate_config(temp_config_file)
assert config.outputs_dir == Path("/some/outputs/dir")
assert config.host == "192.168.1.1"
assert config.port == 8080
# This should be stripped out
assert not hasattr(config, "esrgan")
def test_argv_override():
from invokeai.app.services.config import InvokeAIAppConfig
def test_bails_on_invalid_config(tmp_path: Path):
"""Test reading configuration from a file."""
temp_config_file = tmp_path / "temp_invokeai.yaml"
temp_config_file.write_text(invalid_config)
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
with pytest.raises(AssertionError):
load_and_migrate_config(temp_config_file)
def test_env_override(patch_rootdir):
from invokeai.app.services.config import InvokeAIAppConfig
def test_bails_on_config_with_unsupported_version(tmp_path: Path):
"""Test reading configuration from a file."""
temp_config_file = tmp_path / "temp_invokeai.yaml"
temp_config_file.write_text(invalid_v5_config)
# 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
# make sure that prefix is respected
del os.environ["INVOKEAI_always_use_cpu"]
os.environ["always_use_cpu"] = "True"
conf.parse_args(conf=init1, argv=[])
assert conf.always_use_cpu is False
with pytest.raises(RuntimeError, match="Invalid schema version"):
load_and_migrate_config(temp_config_file)
def test_root_resists_cwd(patch_rootdir):
from invokeai.app.services.config import InvokeAIAppConfig
def test_write_config_to_file():
"""Test writing configuration to a file, checking for correct output."""
with TemporaryDirectory() as tmpdir:
temp_config_path = Path(tmpdir) / "invokeai.yaml"
config = InvokeAIAppConfig(host="192.168.1.1", port=8080)
config.set_root(Path(tmpdir))
config.write_file(exclude_defaults=False)
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)
# Load the file and check contents
with open(temp_config_path, "r") as file:
content = file.read()
assert "host: 192.168.1.1" in content
assert "port: 8080" in content
def test_type_coercion(patch_rootdir):
from invokeai.app.services.config import InvokeAIAppConfig
def test_update_config_with_dict():
"""Test updating the config with a dictionary."""
config = InvokeAIAppConfig()
update_dict = {"host": "10.10.10.10", "port": 6060}
config.update_config(update_dict)
assert config.host == "10.10.10.10"
assert config.port == 6060
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)
def test_update_config_with_object():
"""Test updating the config with another config object."""
config = InvokeAIAppConfig()
new_config = InvokeAIAppConfig(host="10.10.10.10", port=6060)
config.update_config(new_config)
assert config.host == "10.10.10.10"
assert config.port == 6060
def test_set_and_resolve_paths():
"""Test setting root and resolving paths based on it."""
with TemporaryDirectory() as tmpdir:
config = InvokeAIAppConfig()
config.set_root(Path(tmpdir))
assert config.models_path == Path(tmpdir) / "models"
assert config.db_path == Path(tmpdir) / "databases" / "invokeai.db"
def test_singleton_behavior():
"""Test that get_config always returns the same instance."""
config1 = get_config()
config2 = get_config()
assert config1 is config2
@pytest.mark.xfail(
@ -171,13 +159,11 @@ def test_type_coercion(patch_rootdir):
This test passes when `test_config.py` is tested in isolation.
Perhaps a solution would be to call `InvokeAIAppConfig.get_config().parse_args()` in
Perhaps a solution would be to call `get_app_config().parse_args()` in
other test files?
"""
)
def test_deny_nodes(patch_rootdir):
from invokeai.app.services.config import InvokeAIAppConfig
# Allow integer, string and float, but explicitly deny float
allow_deny_nodes_conf = OmegaConf.create(
"""
@ -192,8 +178,8 @@ def test_deny_nodes(patch_rootdir):
"""
)
# must parse config before importing Graph, so its nodes union uses the config
conf = InvokeAIAppConfig().get_config()
conf.parse_args(conf=allow_deny_nodes_conf, argv=[])
conf = get_config()
conf.read_config(conf=allow_deny_nodes_conf, argv=[])
from invokeai.app.services.shared.graph import Graph
# confirm graph validation fails when using denied node