FPLIER/pyproject.toml at main · IDSIA/FPLIER · GitHub

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[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[project]
name = "FPLIER"
version = "1.0.0"
description = "A Flower for custom secure sum strategy using SecAggPlus"
license = "Apache-2.0"
dependencies = [
    "joblib==1.5.3",
    "toml==0.10.2",
    "matplotlib==3.10.9",
    "seaborn==0.13.2",
    "scikit-learn==1.6.1",
    "phe==1.5.0",
    "pyreadr==0.5.6",
    "jupyter==1.1.1",
    "ipywidgets==8.1.8",
    "ipykernel==7.2.0",
    "numpy==1.26.4",
    "pandas==2.2.3",
    "flwr[simulation]==1.19.0",
    "datasets==2.14.4",
    "flwr-datasets==0.1.0",
    "pyarrow<21.0.0"
]


[tool.hatch.build.targets.wheel]
packages = ["."]

[tool.flwr.app]
publisher = "flwrlabs"

[tool.flwr.app.components]
serverapp = "app.server_app:app"
clientapp = "app.client_app:app"

[tool.flwr.app.config]
# FPLIER algorithm parameters
k = 100  # Number of latent variables
L1 = 10.342283199493819  # L1 penalty parameter
L2 = 20.684566398987638  # L2 penalty parameter
L3 = "null"  # L3 penalty parameter
frac = 0.7  # Fraction parameter
max-iter = 120  # Maximum iterations
trace = false  # Enable trace
scale = false  # Enable scaling
max-path = 10  # Maximum path
do-crossval = true  # Perform cross-validation
C-hat = "null"  # C_hat parameter or provide path to read matric
penalty-factor = "null"  # Penalty factor or provide path to read vector
glm-alpha = 0.9  # GLM alpha parameter
min-genes = 10  # Minimum number of genes
tol = 1e-6  # Tolerance
iter-full-start = 20  # Rounds before early stopping can trigger (matches client iter_full_start)
seed = 12345  # Random seed
all-genes = false  # Use all genes
rseed = "null"  # Optional random seed
pathway-selection = "complete"  # Pathway selection method ("complete" or "fast")

# Secure Aggregation (SecAggPlus) parameters
run-secagg = true  # Enable secure aggregation
num-shares = 3  # Number of secret shares
reconstruction-threshold = 2  # Minimum number of shares required for reconstruction

timeout = 30.0  # Timeout duration (seconds)

[tool.flwr.federations]
default = "local-simulation"

[tool.flwr.federations.local-simulation]
options.num-supernodes = 3


[tool.flwr.federations.local-deployment]
address = "127.0.0.1:9093"
#root-certificates = "./certificates/ca.crt"
insecure = true