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feat(framework) Add utility functions for config parsing and handling #3732

Merged
merged 11 commits into from
Jul 8, 2024
50 changes: 48 additions & 2 deletions src/py/flwr/common/config.py
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@

import os
from pathlib import Path
from typing import Any, Dict, Optional, Union
from typing import Any, Dict, List, Optional, Tuple, Union

import tomli

Expand All @@ -30,7 +30,7 @@ def get_flwr_dir(provided_path: Optional[str] = None) -> Path:
return Path(
os.getenv(
FLWR_HOME,
f"{os.getenv('XDG_DATA_HOME', os.getenv('HOME'))}/.flwr",
Path(f"{os.getenv('XDG_DATA_HOME', os.getenv('HOME'))}") / ".flwr",
)
)
return Path(provided_path).absolute()
Expand Down Expand Up @@ -71,3 +71,49 @@ def get_project_config(project_dir: Union[str, Path]) -> Dict[str, Any]:
)

return config


def flatten_dict(
raw_dict: Dict[str, Any], parent_key: str = "", separator: str = "."
) -> Dict[str, str]:
"""Flatten dict by joining nested keys with a given separator."""
items: List[Tuple[str, str]] = []
for k, v in raw_dict.items():
new_key = f"{parent_key}{separator}{k}" if parent_key else k
if isinstance(v, dict):
items.extend(
flatten_dict(v, parent_key=new_key, separator=separator).items()
)
elif isinstance(v, str):
items.append((new_key, v))
else:
raise ValueError(
f"The value for {k} needs to be a string.",
)
return dict(items)


def parse_config_args(
config_overrides: Optional[str],
separator: str = ",",
) -> Dict[str, str]:
"""Parse separator separated list of key-value pairs separated by '='."""
overrides: Dict[str, str] = {}

if config_overrides is None:
return overrides

overrides_list = config_overrides.split(separator)
if (
len(overrides_list) == 1
and "=" not in overrides_list
and overrides_list[0].endswith(".toml")
):
with Path(overrides_list[0]).open("rb") as config_file:
overrides = flatten_dict(tomli.load(config_file))
else:
for kv_pair in overrides_list:
key, value = kv_pair.split("=")
overrides[key] = value

return overrides
164 changes: 164 additions & 0 deletions src/py/flwr/common/config_test.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,164 @@
# Copyright 2024 Flower Labs GmbH. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Test util functions handling Flower config."""

import os
import textwrap
from pathlib import Path
from unittest.mock import patch

import pytest

from .config import (
flatten_dict,
get_flwr_dir,
get_project_config,
get_project_dir,
parse_config_args,
)

# Mock constants
FAB_CONFIG_FILE = "pyproject.toml"


def test_get_flwr_dir_with_provided_path() -> None:
"""Test get_flwr_dir with a provided valid path."""
provided_path = "."
assert get_flwr_dir(provided_path) == Path(provided_path).absolute()


def test_get_flwr_dir_without_provided_path() -> None:
"""Test get_flwr_dir without a provided path, using default home directory."""
with patch.dict(os.environ, {"HOME": "/home/user"}):
assert get_flwr_dir() == Path("/home/user/.flwr")


def test_get_flwr_dir_with_flwr_home() -> None:
"""Test get_flwr_dir with FLWR_HOME environment variable set."""
with patch.dict(os.environ, {"FLWR_HOME": "/custom/flwr/home"}):
assert get_flwr_dir() == Path("/custom/flwr/home")


def test_get_flwr_dir_with_xdg_data_home() -> None:
"""Test get_flwr_dir with FLWR_HOME environment variable set."""
with patch.dict(os.environ, {"XDG_DATA_HOME": "/custom/data/home"}):
assert get_flwr_dir() == Path("/custom/data/home/.flwr")


def test_get_project_dir_invalid_fab_id() -> None:
"""Test get_project_dir with an invalid fab_id."""
with pytest.raises(ValueError):
get_project_dir("invalid_fab_id", "1.0.0")


def test_get_project_dir_valid() -> None:
"""Test get_project_dir with an valid fab_id and version."""
app_path = get_project_dir("app_name/user", "1.0.0", flwr_dir=".")
assert app_path == Path("apps") / "app_name" / "user" / "1.0.0"


def test_get_project_config_file_not_found() -> None:
"""Test get_project_config when the configuration file is not found."""
with pytest.raises(FileNotFoundError):
get_project_config("/invalid/dir")


def test_get_project_config_file_valid(tmp_path: Path) -> None:
"""Test get_project_config when the configuration file is not found."""
pyproject_toml_content = """
[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[project]
name = "fedgpt"
version = "1.0.0"
description = ""
license = {text = "Apache License (2.0)"}
dependencies = [
"flwr[simulation]>=1.9.0,<2.0",
"numpy>=1.21.0",
]

[flower]
publisher = "flwrlabs"

[flower.components]
serverapp = "fedgpt.server:app"
clientapp = "fedgpt.client:app"

[flower.engine]
name = "simulation" # optional

[flower.engine.simulation.supernode]
count = 10 # optional
"""
expected_config = {
"build-system": {"build-backend": "hatchling.build", "requires": ["hatchling"]},
"project": {
"name": "fedgpt",
"version": "1.0.0",
"description": "",
"license": {"text": "Apache License (2.0)"},
"dependencies": ["flwr[simulation]>=1.9.0,<2.0", "numpy>=1.21.0"],
},
"flower": {
"publisher": "flwrlabs",
"components": {
"serverapp": "fedgpt.server:app",
"clientapp": "fedgpt.client:app",
},
"engine": {
"name": "simulation",
"simulation": {"supernode": {"count": 10}},
},
},
}
# Current directory
origin = Path.cwd()

try:
# Change into the temporary directory
os.chdir(tmp_path)
with open(FAB_CONFIG_FILE, "w", encoding="utf-8") as f:
f.write(textwrap.dedent(pyproject_toml_content))

# Execute
config = get_project_config(tmp_path)

# Assert
assert config == expected_config
finally:
os.chdir(origin)


def test_flatten_dict() -> None:
"""Test flatten_dict with a nested dictionary."""
raw_dict = {"a": {"b": {"c": "d"}}, "e": "f"}
expected = {"a.b.c": "d", "e": "f"}
assert flatten_dict(raw_dict) == expected


def test_parse_config_args_none() -> None:
"""Test parse_config_args with None as input."""
assert not parse_config_args(None)


def test_parse_config_args_overrides() -> None:
"""Test parse_config_args with key-value pairs."""
assert parse_config_args("key1=value1,key2=value2") == {
"key1": "value1",
"key2": "value2",
}