From c8746984124b88ab23f76f2f39a1f2966a878d2d Mon Sep 17 00:00:00 2001 From: Robert Steiner Date: Mon, 16 Sep 2024 09:38:48 +0200 Subject: [PATCH 01/32] feat(framework:skip) Update default flwr version in Docker Compose to 1.11.1 (#4191) Signed-off-by: Robert Steiner --- src/docker/complete/compose.yml | 16 ++++++++-------- src/docker/distributed/client/compose.yml | 12 ++++++------ src/docker/distributed/server/compose.yml | 4 ++-- 3 files changed, 16 insertions(+), 16 deletions(-) diff --git a/src/docker/complete/compose.yml b/src/docker/complete/compose.yml index 60279adceb37..8874dc7f4c53 100644 --- a/src/docker/complete/compose.yml +++ b/src/docker/complete/compose.yml @@ -1,7 +1,7 @@ services: # create a SuperLink service superlink: - image: flwr/superlink:${FLWR_VERSION:-1.11.0} + image: flwr/superlink:${FLWR_VERSION:-1.11.1} command: - --insecure @@ -10,7 +10,7 @@ services: build: context: ${PROJECT_DIR:-.} dockerfile_inline: | - FROM flwr/superexec:${FLWR_VERSION:-1.11.0} + FROM flwr/superexec:${FLWR_VERSION:-1.11.1} WORKDIR /app COPY --chown=app:app pyproject.toml . @@ -31,7 +31,7 @@ services: # create a two SuperNode service with different node configs supernode-1: - image: flwr/supernode:${FLWR_VERSION:-1.11.0} + image: flwr/supernode:${FLWR_VERSION:-1.11.1} command: - --insecure - --superlink @@ -46,7 +46,7 @@ services: - superlink supernode-2: - image: flwr/supernode:${FLWR_VERSION:-1.11.0} + image: flwr/supernode:${FLWR_VERSION:-1.11.1} command: - --insecure - --superlink @@ -63,7 +63,7 @@ services: # uncomment to add another SuperNode # # supernode-3: - # image: flwr/supernode:${FLWR_VERSION:-1.11.0} + # image: flwr/supernode:${FLWR_VERSION:-1.11.1} # command: # - --insecure # - --superlink @@ -81,7 +81,7 @@ services: build: context: ${PROJECT_DIR:-.} dockerfile_inline: | - FROM flwr/clientapp:${FLWR_VERSION:-1.11.0} + FROM flwr/clientapp:${FLWR_VERSION:-1.11.1} WORKDIR /app COPY --chown=app:app pyproject.toml . @@ -104,7 +104,7 @@ services: build: context: ${PROJECT_DIR:-.} dockerfile_inline: | - FROM flwr/clientapp:${FLWR_VERSION:-1.11.0} + FROM flwr/clientapp:${FLWR_VERSION:-1.11.1} WORKDIR /app COPY --chown=app:app pyproject.toml . @@ -129,7 +129,7 @@ services: # build: # context: ${PROJECT_DIR:-.} # dockerfile_inline: | - # FROM flwr/clientapp:${FLWR_VERSION:-1.11.0} + # FROM flwr/clientapp:${FLWR_VERSION:-1.11.1} # WORKDIR /app # COPY --chown=app:app pyproject.toml . diff --git a/src/docker/distributed/client/compose.yml b/src/docker/distributed/client/compose.yml index ef69e40cc425..60a7dcdf9b61 100644 --- a/src/docker/distributed/client/compose.yml +++ b/src/docker/distributed/client/compose.yml @@ -1,6 +1,6 @@ services: supernode-1: - image: flwr/supernode:${FLWR_VERSION:-1.11.0} + image: flwr/supernode:${FLWR_VERSION:-1.11.1} command: - --superlink - ${SUPERLINK_IP:-127.0.0.1}:9092 @@ -17,7 +17,7 @@ services: target: /app/certificates/ca.crt supernode-2: - image: flwr/supernode:${FLWR_VERSION:-1.11.0} + image: flwr/supernode:${FLWR_VERSION:-1.11.1} command: - --superlink - ${SUPERLINK_IP:-127.0.0.1}:9092 @@ -36,7 +36,7 @@ services: # uncomment to add another SuperNode # # supernode-3: - # image: flwr/supernode:${FLWR_VERSION:-1.11.0} + # image: flwr/supernode:${FLWR_VERSION:-1.11.1} # command: # - --superlink # - ${SUPERLINK_IP:-127.0.0.1}:9092 @@ -56,7 +56,7 @@ services: build: context: ${PROJECT_DIR:-.} dockerfile_inline: | - FROM flwr/clientapp:${FLWR_VERSION:-1.11.0} + FROM flwr/clientapp:${FLWR_VERSION:-1.11.1} WORKDIR /app COPY --chown=app:app pyproject.toml . @@ -79,7 +79,7 @@ services: build: context: ${PROJECT_DIR:-.} dockerfile_inline: | - FROM flwr/clientapp:${FLWR_VERSION:-1.11.0} + FROM flwr/clientapp:${FLWR_VERSION:-1.11.1} WORKDIR /app COPY --chown=app:app pyproject.toml . @@ -104,7 +104,7 @@ services: # build: # context: ${PROJECT_DIR:-.} # dockerfile_inline: | - # FROM flwr/clientapp:${FLWR_VERSION:-1.11.0} + # FROM flwr/clientapp:${FLWR_VERSION:-1.11.1} # WORKDIR /app # COPY --chown=app:app pyproject.toml . diff --git a/src/docker/distributed/server/compose.yml b/src/docker/distributed/server/compose.yml index fc6dd6f58717..54e9faf14b84 100644 --- a/src/docker/distributed/server/compose.yml +++ b/src/docker/distributed/server/compose.yml @@ -1,6 +1,6 @@ services: superlink: - image: flwr/superlink:${FLWR_VERSION:-1.11.0} + image: flwr/superlink:${FLWR_VERSION:-1.11.1} command: - --ssl-ca-certfile=certificates/ca.crt - --ssl-certfile=certificates/server.pem @@ -22,7 +22,7 @@ services: build: context: ${PROJECT_DIR:-.} dockerfile_inline: | - FROM flwr/superexec:${FLWR_VERSION:-1.11.0} + FROM flwr/superexec:${FLWR_VERSION:-1.11.1} WORKDIR /app COPY --chown=app:app pyproject.toml . From e08879f2886c22e8176ed58051c764398b9967f5 Mon Sep 17 00:00:00 2001 From: Chong Shen Ng Date: Mon, 16 Sep 2024 11:33:57 +0100 Subject: [PATCH 02/32] docs(framework) Remove default title for Flower documentation from `base.html` (#3927) --- doc/source/_templates/base.html | 4 +--- doc/source/conf.py | 2 +- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/doc/source/_templates/base.html b/doc/source/_templates/base.html index 768c560f4f6a..925e40765b13 100644 --- a/doc/source/_templates/base.html +++ b/doc/source/_templates/base.html @@ -46,9 +46,7 @@ {#- Site title -#} {%- block htmltitle -%} - {% if versions %} - Flower Framework {{ current_version.url }} - {% elif not docstitle %} + {% if not docstitle %} {{ title|striptags|e }} {% elif pagename == master_doc %} {{ docstitle|striptags|e }} diff --git a/doc/source/conf.py b/doc/source/conf.py index 0c52e89a4b30..569f7fcbe8bc 100644 --- a/doc/source/conf.py +++ b/doc/source/conf.py @@ -273,7 +273,7 @@ def find_test_modules(package_path): # a list of builtin themes. # html_theme = "furo" -html_title = f"Flower Framework" +html_title = "Flower Framework" html_logo = "_static/flower-logo.png" html_favicon = "_static/favicon.ico" html_baseurl = "https://flower.ai/docs/framework/" From 968fb4b3057ff89936be89bb0f952d835c1084b9 Mon Sep 17 00:00:00 2001 From: Chong Shen Ng Date: Mon, 16 Sep 2024 11:43:10 +0100 Subject: [PATCH 03/32] docs(framework:skip) Add sphinxext-opengraph to dev dependencies (#4212) --- doc/source/conf.py | 1 + pyproject.toml | 1 + 2 files changed, 2 insertions(+) diff --git a/doc/source/conf.py b/doc/source/conf.py index 569f7fcbe8bc..033b345b60cc 100644 --- a/doc/source/conf.py +++ b/doc/source/conf.py @@ -122,6 +122,7 @@ "nbsphinx", "sphinx_click", "sphinx_substitution_extensions", + "sphinxext.opengraph", ] # Generate .rst files diff --git a/pyproject.toml b/pyproject.toml index e8708b5fa56c..536d0ddd20c4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -136,6 +136,7 @@ PyGithub = "==2.1.1" licensecheck = "==2024" pre-commit = "==3.5.0" sphinx-substitution-extensions = "2022.02.16" +sphinxext-opengraph = "==0.9.1" [tool.isort] profile = "black" From d94b22df6eced4dfc6a5c150d4fb4637ad852b82 Mon Sep 17 00:00:00 2001 From: Yan Gao Date: Mon, 16 Sep 2024 17:27:04 +0100 Subject: [PATCH 04/32] refactor(framework) Update get/set parameter functions for FlowerTune template (#4217) --- .../app/code/flwr_tune/client_app.py.tpl | 24 ++++++------------- .../app/code/flwr_tune/models.py.tpl | 24 ++++++++++++++++++- .../app/code/flwr_tune/server_app.py.tpl | 3 +-- .../app/pyproject.flowertune.toml.tpl | 2 +- 4 files changed, 32 insertions(+), 21 deletions(-) diff --git a/src/py/flwr/cli/new/templates/app/code/flwr_tune/client_app.py.tpl b/src/py/flwr/cli/new/templates/app/code/flwr_tune/client_app.py.tpl index 19d1e20baccd..415898ba117b 100644 --- a/src/py/flwr/cli/new/templates/app/code/flwr_tune/client_app.py.tpl +++ b/src/py/flwr/cli/new/templates/app/code/flwr_tune/client_app.py.tpl @@ -2,7 +2,6 @@ import os import warnings -from collections import OrderedDict from typing import Dict, Tuple import torch @@ -11,7 +10,7 @@ from flwr.common import Context from flwr.common.config import unflatten_dict from flwr.common.typing import NDArrays, Scalar from omegaconf import DictConfig -from peft import get_peft_model_state_dict, set_peft_model_state_dict + from transformers import TrainingArguments from trl import SFTTrainer @@ -20,7 +19,12 @@ from $import_name.dataset import ( load_data, replace_keys, ) -from $import_name.models import cosine_annealing, get_model +from $import_name.models import ( + cosine_annealing, + get_model, + set_parameters, + get_parameters, +) # Avoid warnings os.environ["TOKENIZERS_PARALLELISM"] = "true" @@ -92,20 +96,6 @@ class FlowerClient(NumPyClient): ) -def set_parameters(model, parameters: NDArrays) -> None: - """Change the parameters of the model using the given ones.""" - peft_state_dict_keys = get_peft_model_state_dict(model).keys() - params_dict = zip(peft_state_dict_keys, parameters) - state_dict = OrderedDict({k: torch.Tensor(v) for k, v in params_dict}) - set_peft_model_state_dict(model, state_dict) - - -def get_parameters(model) -> NDArrays: - """Return the parameters of the current net.""" - state_dict = get_peft_model_state_dict(model) - return [val.cpu().numpy() for _, val in state_dict.items()] - - def client_fn(context: Context) -> FlowerClient: """Create a Flower client representing a single organization.""" partition_id = context.node_config["partition-id"] diff --git a/src/py/flwr/cli/new/templates/app/code/flwr_tune/models.py.tpl b/src/py/flwr/cli/new/templates/app/code/flwr_tune/models.py.tpl index a548ba9abeef..3f3f95c8b8eb 100644 --- a/src/py/flwr/cli/new/templates/app/code/flwr_tune/models.py.tpl +++ b/src/py/flwr/cli/new/templates/app/code/flwr_tune/models.py.tpl @@ -4,10 +4,18 @@ import math import torch from omegaconf import DictConfig -from peft import LoraConfig, get_peft_model +from collections import OrderedDict +from peft import ( + LoraConfig, + get_peft_model, + get_peft_model_state_dict, + set_peft_model_state_dict, +) from peft.utils import prepare_model_for_kbit_training from transformers import AutoModelForCausalLM, BitsAndBytesConfig +from flwr.common.typing import NDArrays + def cosine_annealing( current_round: int, @@ -54,3 +62,17 @@ def get_model(model_cfg: DictConfig): model.config.use_cache = False return get_peft_model(model, peft_config) + + +def set_parameters(model, parameters: NDArrays) -> None: + """Change the parameters of the model using the given ones.""" + peft_state_dict_keys = get_peft_model_state_dict(model).keys() + params_dict = zip(peft_state_dict_keys, parameters) + state_dict = OrderedDict({k: torch.Tensor(v) for k, v in params_dict}) + set_peft_model_state_dict(model, state_dict) + + +def get_parameters(model) -> NDArrays: + """Return the parameters of the current net.""" + state_dict = get_peft_model_state_dict(model) + return [val.cpu().numpy() for _, val in state_dict.items()] diff --git a/src/py/flwr/cli/new/templates/app/code/flwr_tune/server_app.py.tpl b/src/py/flwr/cli/new/templates/app/code/flwr_tune/server_app.py.tpl index 586b929be06c..7d4de0f73dbf 100644 --- a/src/py/flwr/cli/new/templates/app/code/flwr_tune/server_app.py.tpl +++ b/src/py/flwr/cli/new/templates/app/code/flwr_tune/server_app.py.tpl @@ -8,8 +8,7 @@ from flwr.common.config import unflatten_dict from flwr.server import ServerApp, ServerAppComponents, ServerConfig from omegaconf import DictConfig -from $import_name.client_app import get_parameters, set_parameters -from $import_name.models import get_model +from $import_name.models import get_model, get_parameters, set_parameters from $import_name.dataset import replace_keys from $import_name.strategy import FlowerTuneLlm diff --git a/src/py/flwr/cli/new/templates/app/pyproject.flowertune.toml.tpl b/src/py/flwr/cli/new/templates/app/pyproject.flowertune.toml.tpl index 5046a6f89f27..8c15739e92f6 100644 --- a/src/py/flwr/cli/new/templates/app/pyproject.flowertune.toml.tpl +++ b/src/py/flwr/cli/new/templates/app/pyproject.flowertune.toml.tpl @@ -8,7 +8,7 @@ version = "1.0.0" description = "" license = "Apache-2.0" dependencies = [ - "flwr[simulation]>=1.10.0", + "flwr[simulation]>=1.11.1", "flwr-datasets>=0.3.0", "trl==0.8.1", "bitsandbytes==0.43.0", From 13decda267e0e02ca5864907296d10ae1de72e6c Mon Sep 17 00:00:00 2001 From: Adam Narozniak <51029327+adam-narozniak@users.noreply.github.com> Date: Mon, 16 Sep 2024 19:12:36 +0200 Subject: [PATCH 05/32] break(datasets) Drop support for Python 3.8 (#4213) --- .github/workflows/datasets-e2e.yml | 2 +- .github/workflows/datasets.yml | 2 +- datasets/flwr_datasets/common/telemetry.py | 10 ++--- datasets/flwr_datasets/common/typing.py | 4 +- datasets/flwr_datasets/common/version.py | 5 +-- .../flwr_datasets/federated_dataset_test.py | 8 ++-- datasets/flwr_datasets/metrics/utils.py | 6 +-- datasets/flwr_datasets/mock_utils_test.py | 38 +++++++++---------- .../partitioner/dirichlet_partitioner.py | 14 +++---- .../partitioner/dirichlet_partitioner_test.py | 4 +- .../partitioner/distribution_partitioner.py | 4 +- .../distribution_partitioner_test.py | 10 ++--- .../grouped_natural_id_partitioner.py | 12 +++--- .../grouped_natural_id_partitioner_test.py | 10 ++--- .../partitioner/id_to_size_fnc_partitioner.py | 10 ++--- .../partitioner/iid_partitioner_test.py | 3 +- .../inner_dirichlet_partitioner.py | 18 ++++----- .../inner_dirichlet_partitioner_test.py | 8 ++-- .../partitioner/natural_id_partitioner.py | 12 +++--- .../natural_id_partitioner_test.py | 3 +- .../partitioner/pathological_partitioner.py | 10 ++--- .../pathological_partitioner_test.py | 3 +- .../partitioner/shard_partitioner.py | 6 +-- .../partitioner/shard_partitioner_test.py | 4 +- .../preprocessor/divider_test.py | 12 +++--- datasets/flwr_datasets/preprocessor/merger.py | 7 ++-- .../flwr_datasets/preprocessor/merger_test.py | 21 +++++----- datasets/flwr_datasets/utils.py | 36 +++++++++--------- datasets/flwr_datasets/utils_test.py | 6 +-- .../flwr_datasets/visualization/bar_plot.py | 12 +++--- .../comparison_label_distribution.py | 24 ++++++------ .../visualization/heatmap_plot.py | 10 ++--- .../visualization/label_distribution.py | 10 ++--- datasets/pyproject.toml | 5 +-- 34 files changed, 170 insertions(+), 179 deletions(-) diff --git a/.github/workflows/datasets-e2e.yml b/.github/workflows/datasets-e2e.yml index 2a73a8538b14..dbd90635c74e 100644 --- a/.github/workflows/datasets-e2e.yml +++ b/.github/workflows/datasets-e2e.yml @@ -45,7 +45,7 @@ jobs: - name: Bootstrap uses: ./.github/actions/bootstrap with: - python-version: 3.8 + python-version: 3.9 - name: Install dependencies run: python -m poetry install - name: Run tests diff --git a/.github/workflows/datasets.yml b/.github/workflows/datasets.yml index ca5aa29248cf..860d944696f9 100644 --- a/.github/workflows/datasets.yml +++ b/.github/workflows/datasets.yml @@ -37,7 +37,7 @@ jobs: # In case of a mismatch, the job has to download Python to install it. # Note: Due to a bug in actions/setup-python, we have to put "3.10" in # quotes as it will otherwise assume "3.1" - python: [3.8, 3.9, '3.10', '3.11'] + python: ['3.9', '3.10', '3.11'] name: Python ${{ matrix.python }} diff --git a/datasets/flwr_datasets/common/telemetry.py b/datasets/flwr_datasets/common/telemetry.py index ca484fdda73f..4bf80b93467d 100644 --- a/datasets/flwr_datasets/common/telemetry.py +++ b/datasets/flwr_datasets/common/telemetry.py @@ -25,7 +25,7 @@ from concurrent.futures import Future, ThreadPoolExecutor from enum import Enum, auto from pathlib import Path -from typing import Any, Dict, List, Optional, Union, cast +from typing import Any, Optional, Union, cast from flwr_datasets.common.version import package_name, package_version @@ -114,7 +114,7 @@ class EventType(str, Enum): # The type signature is not compatible with mypy, pylint and flake8 # so each of those needs to be disabled for this line. # pylint: disable-next=no-self-argument,arguments-differ,line-too-long - def _generate_next_value_(name: str, start: int, count: int, last_values: List[Any]) -> Any: # type: ignore # noqa: E501 + def _generate_next_value_(name: str, start: int, count: int, last_values: list[Any]) -> Any: # type: ignore # noqa: E501 return name PING = auto() @@ -127,7 +127,7 @@ def _generate_next_value_(name: str, start: int, count: int, last_values: List[A # Use the ThreadPoolExecutor with max_workers=1 to have a queue # and also ensure that telemetry calls are not blocking. -state: Dict[str, Union[Optional[str], Optional[ThreadPoolExecutor]]] = { +state: dict[str, Union[Optional[str], Optional[ThreadPoolExecutor]]] = { # Will be assigned ThreadPoolExecutor(max_workers=1) # in event() the first time it's required "executor": None, @@ -143,7 +143,7 @@ def _generate_next_value_(name: str, start: int, count: int, last_values: List[A # pylint: disable-next=unsubscriptable-object def event( event_type: EventType, - event_details: Optional[Dict[str, Any]] = None, + event_details: Optional[dict[str, Any]] = None, ) -> Future: # type: ignore """Submit create_event to ThreadPoolExecutor to avoid blocking.""" if state["executor"] is None: @@ -155,7 +155,7 @@ def event( return result -def create_event(event_type: EventType, event_details: Optional[Dict[str, Any]]) -> str: +def create_event(event_type: EventType, event_details: Optional[dict[str, Any]]) -> str: """Create telemetry event.""" if state["source"] is None: state["source"] = _get_source_id() diff --git a/datasets/flwr_datasets/common/typing.py b/datasets/flwr_datasets/common/typing.py index ffaefaeec313..d6d37b468494 100644 --- a/datasets/flwr_datasets/common/typing.py +++ b/datasets/flwr_datasets/common/typing.py @@ -15,7 +15,7 @@ """Flower Datasets type definitions.""" -from typing import Any, List +from typing import Any import numpy as np import numpy.typing as npt @@ -23,4 +23,4 @@ NDArray = npt.NDArray[Any] NDArrayInt = npt.NDArray[np.int_] NDArrayFloat = npt.NDArray[np.float_] -NDArrays = List[NDArray] +NDArrays = list[NDArray] diff --git a/datasets/flwr_datasets/common/version.py b/datasets/flwr_datasets/common/version.py index 48c3fc5aaa9c..3e4c9a31fd6c 100644 --- a/datasets/flwr_datasets/common/version.py +++ b/datasets/flwr_datasets/common/version.py @@ -19,15 +19,14 @@ import importlib.metadata as importlib_metadata -from typing import Tuple -def _check_package(name: str) -> Tuple[str, str]: +def _check_package(name: str) -> tuple[str, str]: version: str = importlib_metadata.version(name) return name, version -def _version() -> Tuple[str, str]: +def _version() -> tuple[str, str]: """Read and return Flower Dataset package name and version. Returns diff --git a/datasets/flwr_datasets/federated_dataset_test.py b/datasets/flwr_datasets/federated_dataset_test.py index 6ccf06ccf073..bbdfa42292c2 100644 --- a/datasets/flwr_datasets/federated_dataset_test.py +++ b/datasets/flwr_datasets/federated_dataset_test.py @@ -17,7 +17,7 @@ import unittest -from typing import Dict, Union +from typing import Union from unittest.mock import Mock, patch import numpy as np @@ -385,7 +385,7 @@ def test_dict_of_partitioners_passes_partitioners(self) -> None: """Test if partitioners are passed directly (no recreation).""" num_train_partitions = 100 num_test_partitions = 100 - partitioners: Dict[str, Union[Partitioner, int]] = { + partitioners: dict[str, Union[Partitioner, int]] = { "train": IidPartitioner(num_partitions=num_train_partitions), "test": IidPartitioner(num_partitions=num_test_partitions), } @@ -419,7 +419,7 @@ def test_mixed_type_partitioners_passes_instantiated_partitioners(self) -> None: """Test if an instantiated partitioner is passed directly.""" num_train_partitions = 100 num_test_partitions = 100 - partitioners: Dict[str, Union[Partitioner, int]] = { + partitioners: dict[str, Union[Partitioner, int]] = { "train": IidPartitioner(num_partitions=num_train_partitions), "test": num_test_partitions, } @@ -433,7 +433,7 @@ def test_mixed_type_partitioners_creates_from_int(self) -> None: """Test if an IidPartitioner partitioner is created.""" num_train_partitions = 100 num_test_partitions = 100 - partitioners: Dict[str, Union[Partitioner, int]] = { + partitioners: dict[str, Union[Partitioner, int]] = { "train": IidPartitioner(num_partitions=num_train_partitions), "test": num_test_partitions, } diff --git a/datasets/flwr_datasets/metrics/utils.py b/datasets/flwr_datasets/metrics/utils.py index 8f78b2fd4c32..14e1f8d68110 100644 --- a/datasets/flwr_datasets/metrics/utils.py +++ b/datasets/flwr_datasets/metrics/utils.py @@ -16,7 +16,7 @@ import warnings -from typing import List, Optional, Union +from typing import Optional, Union import pandas as pd @@ -206,7 +206,7 @@ def compute_frequencies( def _compute_counts( - labels: Union[List[int], List[str]], unique_labels: Union[List[int], List[str]] + labels: Union[list[int], list[str]], unique_labels: Union[list[int], list[str]] ) -> pd.Series: """Compute the count of labels when taking into account all possible labels. @@ -237,7 +237,7 @@ def _compute_counts( def _compute_frequencies( - labels: Union[List[int], List[str]], unique_labels: Union[List[int], List[str]] + labels: Union[list[int], list[str]], unique_labels: Union[list[int], list[str]] ) -> pd.Series: """Compute the distribution of labels when taking into account all possible labels. diff --git a/datasets/flwr_datasets/mock_utils_test.py b/datasets/flwr_datasets/mock_utils_test.py index bc1254eccbd0..0976166648eb 100644 --- a/datasets/flwr_datasets/mock_utils_test.py +++ b/datasets/flwr_datasets/mock_utils_test.py @@ -19,7 +19,7 @@ import random import string from datetime import datetime, timedelta -from typing import Any, Dict, List, Optional, Set, Tuple, Union +from typing import Any, Optional, Union import numpy as np from PIL import Image @@ -30,7 +30,7 @@ def _generate_artificial_strings( num_rows: int, num_unique: int, string_length: int, seed: int = 42 -) -> List[str]: +) -> list[str]: """Create list of strings for categories or labels mocking. Note to keep the seed the same if you reuse this function for in creation of the @@ -53,7 +53,7 @@ def _generate_artificial_strings( List of generated strings. """ random.seed(seed) - unique_strings: Set[str] = set() + unique_strings: set[str] = set() while len(unique_strings) < num_unique: random_str = "".join( random.choices(string.ascii_letters + string.digits, k=string_length) @@ -68,7 +68,7 @@ def _generate_artificial_strings( return artificial_column -def _generate_artificial_categories(num_rows: int, choices: List[Any]) -> List[str]: +def _generate_artificial_categories(num_rows: int, choices: list[Any]) -> list[str]: """Create list of strings from given `choices` list.""" artificial_column = choices.copy() remaining_to_allocate = num_rows - len(choices) @@ -82,7 +82,7 @@ def _generate_random_word(length: int) -> str: return "".join(random.choices(string.ascii_letters, k=length)) -def _generate_random_text_column(num_rows: int, length: int) -> List[str]: +def _generate_random_text_column(num_rows: int, length: int) -> list[str]: """Generate a list of random text of specified length.""" text_col = [] for _ in range(num_rows): @@ -98,7 +98,7 @@ def _generate_random_sentence( ) -> str: """Generate a random sentence with words of random lengths.""" sentence_length = random.randint(min_sentence_length, max_sentence_length) - sentence: List[str] = [] + sentence: list[str] = [] while len(" ".join(sentence)) < sentence_length: word_length = random.randint(min_word_length, max_word_length) word = _generate_random_word(word_length) @@ -112,7 +112,7 @@ def _generate_random_sentences( max_word_length: int, min_sentence_length: int, max_sentence_length: int, -) -> List[str]: +) -> list[str]: """Generate a list of random sentences.""" text_col = [ _generate_random_sentence( @@ -123,7 +123,7 @@ def _generate_random_sentences( return text_col -def _make_num_rows_none(column: List[Any], num_none: int) -> List[Any]: +def _make_num_rows_none(column: list[Any], num_none: int) -> list[Any]: """Assign none num_none times to the given list.""" column_copy = column.copy() none_positions = random.sample(range(len(column_copy)), num_none) @@ -154,7 +154,7 @@ def _generate_random_date_column( end_date: datetime, date_format: str = "%a %b %d %H:%M:%S %Y", as_string: bool = True, -) -> List[Union[str, datetime]]: +) -> list[Union[str, datetime]]: """Generate a list of random dates.""" return [ _generate_random_date(start_date, end_date, date_format, as_string) @@ -162,21 +162,21 @@ def _generate_random_date_column( ] -def _generate_random_int_column(num_rows: int, min_int: int, max_int: int) -> List[int]: +def _generate_random_int_column(num_rows: int, min_int: int, max_int: int) -> list[int]: """Generate a list of ints.""" return [random.randint(min_int, max_int) for _ in range(num_rows)] -def _generate_random_bool_column(num_rows: int) -> List[bool]: +def _generate_random_bool_column(num_rows: int) -> list[bool]: """Generate a list of bools.""" return [random.choice([True, False]) for _ in range(num_rows)] def _generate_random_image_column( num_rows: int, - image_size: Union[Tuple[int, int], Tuple[int, int, int]], + image_size: Union[tuple[int, int], tuple[int, int, int]], simulate_type: str, -) -> List[Any]: +) -> list[Any]: """Simulate the images with the format that is found in HF Hub. Directly using `Image.fromarray` does not work because it creates `PIL.Image.Image`. @@ -207,7 +207,7 @@ def generate_random_audio_column( num_rows: int, sampling_rate: int, length_in_samples: int, -) -> List[Dict[str, Any]]: +) -> list[dict[str, Any]]: """Simulate the audio column. Audio column in the datset is comprised from an array or floats, sample_rate and a @@ -365,8 +365,8 @@ def _mock_speach_commands(num_rows: int) -> Dataset: def _load_mocked_dataset( dataset_name: str, - num_rows: List[int], - split_names: List[str], + num_rows: list[int], + split_names: list[str], subset: str = "", ) -> DatasetDict: dataset_dict = {} @@ -380,7 +380,7 @@ def _load_mocked_dataset( def _load_mocked_dataset_by_partial_download( dataset_name: str, split_name: str, - skip_take_list: List[Tuple[int, int]], + skip_take_list: list[tuple[int, int]], subset_name: Optional[str] = None, ) -> Dataset: """Download a partial dataset. @@ -423,8 +423,8 @@ def _load_mocked_dataset_by_partial_download( def _load_mocked_dataset_dict_by_partial_download( dataset_name: str, - split_names: List[str], - skip_take_lists: List[List[Tuple[int, int]]], + split_names: list[str], + skip_take_lists: list[list[tuple[int, int]]], subset_name: Optional[str] = None, ) -> DatasetDict: """Like _load_mocked_dataset_by_partial_download but for many splits.""" diff --git a/datasets/flwr_datasets/partitioner/dirichlet_partitioner.py b/datasets/flwr_datasets/partitioner/dirichlet_partitioner.py index dce208419181..55c190087f7c 100644 --- a/datasets/flwr_datasets/partitioner/dirichlet_partitioner.py +++ b/datasets/flwr_datasets/partitioner/dirichlet_partitioner.py @@ -16,7 +16,7 @@ import warnings -from typing import Dict, List, Optional, Union +from typing import Optional, Union import numpy as np @@ -89,7 +89,7 @@ def __init__( # pylint: disable=R0913 self, num_partitions: int, partition_by: str, - alpha: Union[int, float, List[float], NDArrayFloat], + alpha: Union[int, float, list[float], NDArrayFloat], min_partition_size: int = 10, self_balancing: bool = False, shuffle: bool = True, @@ -110,8 +110,8 @@ def __init__( # pylint: disable=R0913 # Utility attributes # The attributes below are determined during the first call to load_partition self._avg_num_of_samples_per_partition: Optional[float] = None - self._unique_classes: Optional[Union[List[int], List[str]]] = None - self._partition_id_to_indices: Dict[int, List[int]] = {} + self._unique_classes: Optional[Union[list[int], list[str]]] = None + self._partition_id_to_indices: dict[int, list[int]] = {} self._partition_id_to_indices_determined = False def load_partition(self, partition_id: int) -> datasets.Dataset: @@ -142,7 +142,7 @@ def num_partitions(self) -> int: return self._num_partitions def _initialize_alpha( - self, alpha: Union[int, float, List[float], NDArrayFloat] + self, alpha: Union[int, float, list[float], NDArrayFloat] ) -> NDArrayFloat: """Convert alpha to the used format in the code a NDArrayFloat. @@ -164,7 +164,7 @@ def _initialize_alpha( alpha = np.array([float(alpha)], dtype=float).repeat(self._num_partitions) elif isinstance(alpha, float): alpha = np.array([alpha], dtype=float).repeat(self._num_partitions) - elif isinstance(alpha, List): + elif isinstance(alpha, list): if len(alpha) != self._num_partitions: raise ValueError( "If passing alpha as a List, it needs to be of length of equal to " @@ -217,7 +217,7 @@ def _determine_partition_id_to_indices_if_needed( sampling_try = 0 while True: # Prepare data structure to store indices assigned to partition ids - partition_id_to_indices: Dict[int, List[int]] = {} + partition_id_to_indices: dict[int, list[int]] = {} for nid in range(self._num_partitions): partition_id_to_indices[nid] = [] diff --git a/datasets/flwr_datasets/partitioner/dirichlet_partitioner_test.py b/datasets/flwr_datasets/partitioner/dirichlet_partitioner_test.py index b2407b5d5822..ed38e8ee2a41 100644 --- a/datasets/flwr_datasets/partitioner/dirichlet_partitioner_test.py +++ b/datasets/flwr_datasets/partitioner/dirichlet_partitioner_test.py @@ -17,7 +17,7 @@ # pylint: disable=W0212 import unittest -from typing import Tuple, Union +from typing import Union import numpy as np from numpy.typing import NDArray @@ -33,7 +33,7 @@ def _dummy_setup( num_rows: int, partition_by: str, self_balancing: bool = True, -) -> Tuple[Dataset, DirichletPartitioner]: +) -> tuple[Dataset, DirichletPartitioner]: """Create a dummy dataset and partitioner for testing.""" data = { partition_by: [i % 3 for i in range(num_rows)], diff --git a/datasets/flwr_datasets/partitioner/distribution_partitioner.py b/datasets/flwr_datasets/partitioner/distribution_partitioner.py index e9acc41c707e..86be62b36070 100644 --- a/datasets/flwr_datasets/partitioner/distribution_partitioner.py +++ b/datasets/flwr_datasets/partitioner/distribution_partitioner.py @@ -16,7 +16,7 @@ from collections import Counter -from typing import Dict, List, Optional, Union +from typing import Optional, Union import numpy as np @@ -182,7 +182,7 @@ def __init__( # pylint: disable=R0913 self._num_unique_labels: int = 0 self._num_columns: int = 0 self._partition_id_to_indices_determined = False - self._partition_id_to_indices: Dict[int, List[int]] = {} + self._partition_id_to_indices: dict[int, list[int]] = {} def load_partition(self, partition_id: int) -> datasets.Dataset: """Load a partition based on the partition index. diff --git a/datasets/flwr_datasets/partitioner/distribution_partitioner_test.py b/datasets/flwr_datasets/partitioner/distribution_partitioner_test.py index bfeafd355be6..306e208a706b 100644 --- a/datasets/flwr_datasets/partitioner/distribution_partitioner_test.py +++ b/datasets/flwr_datasets/partitioner/distribution_partitioner_test.py @@ -17,7 +17,7 @@ import unittest from collections import Counter -from typing import Any, Dict, List, Tuple, Union +from typing import Any, Union import numpy as np from parameterized import parameterized_class @@ -62,7 +62,7 @@ def _get_partitioner( num_unique_labels: int, preassigned_num_samples_per_label: int, rescale_mode: bool = True, -) -> Tuple[DistributionPartitioner, Dict[int, Dataset]]: +) -> tuple[DistributionPartitioner, dict[int, Dataset]]: """Create DistributionPartitioner instance.""" dataset = _dummy_dataset_setup( num_samples, @@ -83,7 +83,7 @@ def _get_partitioner( rescale=rescale_mode, ) partitioner.dataset = dataset - partitions: Dict[int, Dataset] = { + partitions: dict[int, Dataset] = { pid: partitioner.load_partition(pid) for pid in range(num_partitions) } @@ -135,7 +135,7 @@ def test_correct_num_times_classes_sampled_across_partitions(self) -> None: preassigned_num_samples_per_label=self.preassigned_num_samples_per_label, ) - partitioned_distribution: Dict[Any, List[Any]] = { + partitioned_distribution: dict[Any, list[Any]] = { label: [] for label in partitioner.dataset.unique("labels") } @@ -162,7 +162,7 @@ def test_exact_distribution_assignment(self) -> None: preassigned_num_samples_per_label=self.preassigned_num_samples_per_label, rescale_mode=False, ) - partitioned_distribution: Dict[Any, List[Any]] = { + partitioned_distribution: dict[Any, list[Any]] = { label: [] for label in partitioner.dataset.unique("labels") } diff --git a/datasets/flwr_datasets/partitioner/grouped_natural_id_partitioner.py b/datasets/flwr_datasets/partitioner/grouped_natural_id_partitioner.py index f10d80b3aaac..4ce4f3717190 100644 --- a/datasets/flwr_datasets/partitioner/grouped_natural_id_partitioner.py +++ b/datasets/flwr_datasets/partitioner/grouped_natural_id_partitioner.py @@ -15,7 +15,7 @@ """Grouped natural id partitioner class that works with Hugging Face Datasets.""" -from typing import Any, Dict, List, Literal +from typing import Any, Literal import numpy as np @@ -72,9 +72,9 @@ def __init__( sort_unique_ids: bool = False, ) -> None: super().__init__() - self._partition_id_to_natural_ids: Dict[int, List[Any]] = {} - self._natural_id_to_partition_id: Dict[Any, int] = {} - self._partition_id_to_indices: Dict[int, NDArrayInt] = {} + self._partition_id_to_natural_ids: dict[int, list[Any]] = {} + self._natural_id_to_partition_id: dict[Any, int] = {} + self._partition_id_to_indices: dict[int, NDArrayInt] = {} self._partition_by = partition_by self._mode = mode self._sort_unique_ids = sort_unique_ids @@ -211,7 +211,7 @@ def num_partitions(self) -> int: return len(self._partition_id_to_natural_ids) @property - def partition_id_to_natural_ids(self) -> Dict[int, List[Any]]: + def partition_id_to_natural_ids(self) -> dict[int, list[Any]]: """Partition id to the corresponding group of natural ids present. Natural ids are the unique values in `partition_by` column in dataset. @@ -219,6 +219,6 @@ def partition_id_to_natural_ids(self) -> Dict[int, List[Any]]: return self._partition_id_to_natural_ids @property - def natural_id_to_partition_id(self) -> Dict[Any, int]: + def natural_id_to_partition_id(self) -> dict[Any, int]: """Natural id to the corresponding partition id.""" return self._natural_id_to_partition_id diff --git a/datasets/flwr_datasets/partitioner/grouped_natural_id_partitioner_test.py b/datasets/flwr_datasets/partitioner/grouped_natural_id_partitioner_test.py index 635d3850624d..014d18c1dc15 100644 --- a/datasets/flwr_datasets/partitioner/grouped_natural_id_partitioner_test.py +++ b/datasets/flwr_datasets/partitioner/grouped_natural_id_partitioner_test.py @@ -16,7 +16,7 @@ import unittest -from typing import List, Literal, Set +from typing import Literal from parameterized import parameterized, parameterized_class @@ -95,7 +95,7 @@ def test_allow_smaller_mode_num_partitions_and_partition_sizes( num_rows: int, num_unique_natural_id: int, group_size: int, - expected_num_unique_natural_ids: List[int], + expected_num_unique_natural_ids: list[int], ) -> None: """Test allow-smaller mode handles the remainder correctly.""" dataset = _create_dataset(num_rows, num_unique_natural_id) @@ -132,7 +132,7 @@ def test_allow_bigger_mode_num_partitions_and_partition_sizes( num_rows: int, num_unique_natural_id: int, group_size: int, - expected_num_unique_natural_ids: List[int], + expected_num_unique_natural_ids: list[int], ) -> None: """Test allow-bigger mode handles the remainder correctly.""" dataset = _create_dataset(num_rows, num_unique_natural_id) @@ -169,7 +169,7 @@ def test_drop_reminder_mode_num_partitions_and_partition_sizes( num_rows: int, num_unique_natural_id: int, group_size: int, - expected_num_unique_natural_ids: List[int], + expected_num_unique_natural_ids: list[int], ) -> None: """Test drop reminder mode.""" dataset = _create_dataset(num_rows, num_unique_natural_id) @@ -226,7 +226,7 @@ def test_no_overlapping_natural_ids( ] # Check for overlaps between partitions - seen_natural_ids: Set[str] = set() + seen_natural_ids: set[str] = set() for partition in partitions: natural_ids_in_partition = set(partition.unique("natural_id")) diff --git a/datasets/flwr_datasets/partitioner/id_to_size_fnc_partitioner.py b/datasets/flwr_datasets/partitioner/id_to_size_fnc_partitioner.py index d7b3b21037de..bd6336eb0801 100644 --- a/datasets/flwr_datasets/partitioner/id_to_size_fnc_partitioner.py +++ b/datasets/flwr_datasets/partitioner/id_to_size_fnc_partitioner.py @@ -15,7 +15,7 @@ """IdToSizeFncPartitioner class.""" -from typing import Callable, Dict, List, Union +from typing import Callable, Union import numpy as np @@ -59,8 +59,8 @@ def __init__( self._num_partitions = num_partitions self._partition_id_to_size_fn = partition_id_to_size_fn - self._partition_id_to_size: Dict[int, int] = {} - self._partition_id_to_indices: Dict[int, List[int]] = {} + self._partition_id_to_size: dict[int, int] = {} + self._partition_id_to_indices: dict[int, list[int]] = {} # A flag to perform only a single compute to determine the indices self._partition_id_to_indices_determined = False @@ -91,12 +91,12 @@ def num_partitions(self) -> int: return self._num_partitions @property - def partition_id_to_size(self) -> Dict[int, int]: + def partition_id_to_size(self) -> dict[int, int]: """Node id to the number of samples.""" return self._partition_id_to_size @property - def partition_id_to_indices(self) -> Dict[int, List[int]]: + def partition_id_to_indices(self) -> dict[int, list[int]]: """Node id to the list of indices.""" return self._partition_id_to_indices diff --git a/datasets/flwr_datasets/partitioner/iid_partitioner_test.py b/datasets/flwr_datasets/partitioner/iid_partitioner_test.py index 64c37c4e7127..cbdc67be7fa5 100644 --- a/datasets/flwr_datasets/partitioner/iid_partitioner_test.py +++ b/datasets/flwr_datasets/partitioner/iid_partitioner_test.py @@ -16,7 +16,6 @@ import unittest -from typing import Tuple from parameterized import parameterized @@ -24,7 +23,7 @@ from flwr_datasets.partitioner.iid_partitioner import IidPartitioner -def _dummy_setup(num_partitions: int, num_rows: int) -> Tuple[Dataset, IidPartitioner]: +def _dummy_setup(num_partitions: int, num_rows: int) -> tuple[Dataset, IidPartitioner]: """Create a dummy dataset and partitioner based on given arguments. The partitioner has automatically the dataset assigned to it. diff --git a/datasets/flwr_datasets/partitioner/inner_dirichlet_partitioner.py b/datasets/flwr_datasets/partitioner/inner_dirichlet_partitioner.py index e3e46813dfc8..e62b8fdbb212 100644 --- a/datasets/flwr_datasets/partitioner/inner_dirichlet_partitioner.py +++ b/datasets/flwr_datasets/partitioner/inner_dirichlet_partitioner.py @@ -14,7 +14,7 @@ # ============================================================================== """InnerDirichlet partitioner.""" import warnings -from typing import Dict, List, Optional, Union +from typing import Optional, Union import numpy as np @@ -68,9 +68,9 @@ class InnerDirichletPartitioner(Partitioner): # pylint: disable=R0902 def __init__( # pylint: disable=R0913 self, - partition_sizes: Union[List[int], NDArrayInt], + partition_sizes: Union[list[int], NDArrayInt], partition_by: str, - alpha: Union[int, float, List[float], NDArrayFloat], + alpha: Union[int, float, list[float], NDArrayFloat], shuffle: bool = True, seed: Optional[int] = 42, ) -> None: @@ -87,11 +87,11 @@ def __init__( # pylint: disable=R0913 self._initialized_alpha = False self._rng = np.random.default_rng(seed=self._seed) # NumPy random generator # The attributes below are determined during the first call to load_partition - self._unique_classes: Optional[Union[List[int], List[str]]] = None + self._unique_classes: Optional[Union[list[int], list[str]]] = None self._num_unique_classes: Optional[int] = None self._num_partitions = len(self._partition_sizes) - self._partition_id_to_indices: Dict[int, List[int]] = {} + self._partition_id_to_indices: dict[int, list[int]] = {} self._partition_id_to_indices_determined = False def load_partition(self, partition_id: int) -> datasets.Dataset: @@ -130,7 +130,7 @@ def num_partitions(self) -> int: return self._num_partitions def _initialize_alpha_if_needed( - self, alpha: Union[int, float, List[float], NDArrayFloat] + self, alpha: Union[int, float, list[float], NDArrayFloat] ) -> NDArrayFloat: """Convert alpha to the used format in the code a NDArrayFloat. @@ -159,7 +159,7 @@ def _initialize_alpha_if_needed( elif isinstance(alpha, float): assert self._num_unique_classes is not None alpha = np.array([alpha], dtype=float).repeat(self._num_unique_classes) - elif isinstance(alpha, List): + elif isinstance(alpha, list): if len(alpha) != self._num_unique_classes: raise ValueError( "When passing alpha as a List, its length needs needs to be " @@ -304,10 +304,10 @@ def _check_the_sum_of_partition_sizes(self) -> None: def _instantiate_partition_sizes( - partition_sizes: Union[List[int], NDArrayInt] + partition_sizes: Union[list[int], NDArrayInt] ) -> NDArrayInt: """Transform list to the ndarray of ints if needed.""" - if isinstance(partition_sizes, List): + if isinstance(partition_sizes, list): partition_sizes = np.asarray(partition_sizes) elif isinstance(partition_sizes, np.ndarray): pass diff --git a/datasets/flwr_datasets/partitioner/inner_dirichlet_partitioner_test.py b/datasets/flwr_datasets/partitioner/inner_dirichlet_partitioner_test.py index 86dc8a5df532..8df09d01f916 100644 --- a/datasets/flwr_datasets/partitioner/inner_dirichlet_partitioner_test.py +++ b/datasets/flwr_datasets/partitioner/inner_dirichlet_partitioner_test.py @@ -15,7 +15,7 @@ """Test DirichletPartitioner.""" # pylint: disable=W0212 import unittest -from typing import List, Tuple, Union +from typing import Union from datasets import Dataset from flwr_datasets.common.typing import NDArrayFloat, NDArrayInt @@ -27,9 +27,9 @@ def _dummy_setup( num_rows: int, partition_by: str, - partition_sizes: Union[List[int], NDArrayInt], - alpha: Union[float, List[float], NDArrayFloat], -) -> Tuple[Dataset, InnerDirichletPartitioner]: + partition_sizes: Union[list[int], NDArrayInt], + alpha: Union[float, list[float], NDArrayFloat], +) -> tuple[Dataset, InnerDirichletPartitioner]: """Create a dummy dataset and partitioner for testing.""" data = { partition_by: [i % 3 for i in range(num_rows)], diff --git a/datasets/flwr_datasets/partitioner/natural_id_partitioner.py b/datasets/flwr_datasets/partitioner/natural_id_partitioner.py index 5a9af3271cb4..64b51855e1f4 100644 --- a/datasets/flwr_datasets/partitioner/natural_id_partitioner.py +++ b/datasets/flwr_datasets/partitioner/natural_id_partitioner.py @@ -15,8 +15,6 @@ """Natural id partitioner class that works with Hugging Face Datasets.""" -from typing import Dict - import numpy as np from tqdm import tqdm @@ -62,9 +60,9 @@ def __init__( partition_by: str, ): super().__init__() - self._partition_id_to_natural_id: Dict[int, str] = {} - self._natural_id_to_partition_id: Dict[str, int] = {} - self._partition_id_to_indices: Dict[int, NDArrayInt] = {} + self._partition_id_to_natural_id: dict[int, str] = {} + self._natural_id_to_partition_id: dict[str, int] = {} + self._partition_id_to_indices: dict[int, NDArrayInt] = {} self._partition_by = partition_by def _create_int_partition_id_to_natural_id(self) -> None: @@ -138,7 +136,7 @@ def num_partitions(self) -> int: return len(self._partition_id_to_natural_id) @property - def partition_id_to_natural_id(self) -> Dict[int, str]: + def partition_id_to_natural_id(self) -> dict[int, str]: """Node id to corresponding natural id present. Natural ids are the unique values in `partition_by` column in dataset. @@ -146,7 +144,7 @@ def partition_id_to_natural_id(self) -> Dict[int, str]: return self._partition_id_to_natural_id @partition_id_to_natural_id.setter - def partition_id_to_natural_id(self, value: Dict[int, str]) -> None: + def partition_id_to_natural_id(self, value: dict[int, str]) -> None: raise AttributeError( "Setting the partition_id_to_natural_id dictionary is not allowed." ) diff --git a/datasets/flwr_datasets/partitioner/natural_id_partitioner_test.py b/datasets/flwr_datasets/partitioner/natural_id_partitioner_test.py index b74a044967ef..d3147985dca9 100644 --- a/datasets/flwr_datasets/partitioner/natural_id_partitioner_test.py +++ b/datasets/flwr_datasets/partitioner/natural_id_partitioner_test.py @@ -18,7 +18,6 @@ import itertools import math import unittest -from typing import Tuple from parameterized import parameterized @@ -28,7 +27,7 @@ def _dummy_setup( num_rows: int, n_unique_natural_ids: int -) -> Tuple[Dataset, NaturalIdPartitioner]: +) -> tuple[Dataset, NaturalIdPartitioner]: """Create a dummy dataset and partitioner based on given arguments. The partitioner has automatically the dataset assigned to it. diff --git a/datasets/flwr_datasets/partitioner/pathological_partitioner.py b/datasets/flwr_datasets/partitioner/pathological_partitioner.py index 1ee60d283044..350383f344e7 100644 --- a/datasets/flwr_datasets/partitioner/pathological_partitioner.py +++ b/datasets/flwr_datasets/partitioner/pathological_partitioner.py @@ -16,7 +16,7 @@ import warnings -from typing import Any, Dict, List, Literal, Optional +from typing import Any, Literal, Optional import numpy as np @@ -114,13 +114,13 @@ def __init__( self._rng = np.random.default_rng(seed=self._seed) # Utility attributes - self._partition_id_to_indices: Dict[int, List[int]] = {} - self._partition_id_to_unique_labels: Dict[int, List[Any]] = { + self._partition_id_to_indices: dict[int, list[int]] = {} + self._partition_id_to_unique_labels: dict[int, list[Any]] = { pid: [] for pid in range(self._num_partitions) } - self._unique_labels: List[Any] = [] + self._unique_labels: list[Any] = [] # Count in how many partitions the label is used - self._unique_label_to_times_used_counter: Dict[Any, int] = {} + self._unique_label_to_times_used_counter: dict[Any, int] = {} self._partition_id_to_indices_determined = False def load_partition(self, partition_id: int) -> datasets.Dataset: diff --git a/datasets/flwr_datasets/partitioner/pathological_partitioner_test.py b/datasets/flwr_datasets/partitioner/pathological_partitioner_test.py index 151b7e14659c..18707a56bd98 100644 --- a/datasets/flwr_datasets/partitioner/pathological_partitioner_test.py +++ b/datasets/flwr_datasets/partitioner/pathological_partitioner_test.py @@ -16,7 +16,6 @@ import unittest -from typing import Dict import numpy as np from parameterized import parameterized @@ -79,7 +78,7 @@ def test_correct_num_classes_when_partitioned( num_classes_per_partition=num_classes_per_partition, ) partitioner.dataset = dataset - partitions: Dict[int, Dataset] = { + partitions: dict[int, Dataset] = { pid: partitioner.load_partition(pid) for pid in range(num_partitions) } unique_classes_per_partition = { diff --git a/datasets/flwr_datasets/partitioner/shard_partitioner.py b/datasets/flwr_datasets/partitioner/shard_partitioner.py index 11cffa515da0..3001df6dcb69 100644 --- a/datasets/flwr_datasets/partitioner/shard_partitioner.py +++ b/datasets/flwr_datasets/partitioner/shard_partitioner.py @@ -17,7 +17,7 @@ # pylint: disable=R0912, R0914 import math -from typing import Dict, List, Optional +from typing import Optional import numpy as np @@ -165,7 +165,7 @@ def __init__( # pylint: disable=R0913 # Utility attributes self._rng = np.random.default_rng(seed=self._seed) # NumPy random generator - self._partition_id_to_indices: Dict[int, List[int]] = {} + self._partition_id_to_indices: dict[int, list[int]] = {} self._partition_id_to_indices_determined = False def load_partition(self, partition_id: int) -> datasets.Dataset: @@ -299,7 +299,7 @@ def _determine_partition_id_to_indices_if_needed( nid_to_shard_indices = np.split( shard_indices_array, indices_on_which_to_split_shards )[:-1] - partition_id_to_indices: Dict[int, List[int]] = { + partition_id_to_indices: dict[int, list[int]] = { cid: [] for cid in range(self._num_partitions) } # Compute partition_id to sample indices based on the shard indices diff --git a/datasets/flwr_datasets/partitioner/shard_partitioner_test.py b/datasets/flwr_datasets/partitioner/shard_partitioner_test.py index d6fa8b529595..be8edf9d2764 100644 --- a/datasets/flwr_datasets/partitioner/shard_partitioner_test.py +++ b/datasets/flwr_datasets/partitioner/shard_partitioner_test.py @@ -17,7 +17,7 @@ # pylint: disable=W0212, R0913 import unittest -from typing import Optional, Tuple +from typing import Optional from datasets import Dataset from flwr_datasets.partitioner.shard_partitioner import ShardPartitioner @@ -30,7 +30,7 @@ def _dummy_setup( num_shards_per_partition: Optional[int], shard_size: Optional[int], keep_incomplete_shard: bool = False, -) -> Tuple[Dataset, ShardPartitioner]: +) -> tuple[Dataset, ShardPartitioner]: """Create a dummy dataset for testing.""" data = { partition_by: [i % 3 for i in range(num_rows)], diff --git a/datasets/flwr_datasets/preprocessor/divider_test.py b/datasets/flwr_datasets/preprocessor/divider_test.py index ed282fbc18be..bb92d72c1c4a 100644 --- a/datasets/flwr_datasets/preprocessor/divider_test.py +++ b/datasets/flwr_datasets/preprocessor/divider_test.py @@ -15,7 +15,7 @@ """Divider tests.""" import unittest -from typing import Dict, Union +from typing import Union from parameterized import parameterized_class @@ -84,14 +84,14 @@ class TestDivider(unittest.TestCase): """Divider tests.""" divide_config: Union[ - Dict[str, float], - Dict[str, int], - Dict[str, Dict[str, float]], - Dict[str, Dict[str, int]], + dict[str, float], + dict[str, int], + dict[str, dict[str, float]], + dict[str, dict[str, int]], ] divide_split: str drop_remaining_splits: bool - split_name_to_size: Dict[str, int] + split_name_to_size: dict[str, int] def setUp(self) -> None: """Set up the dataset with 3 splits for tests.""" diff --git a/datasets/flwr_datasets/preprocessor/merger.py b/datasets/flwr_datasets/preprocessor/merger.py index 2b76dbbafe4b..e47993dd686e 100644 --- a/datasets/flwr_datasets/preprocessor/merger.py +++ b/datasets/flwr_datasets/preprocessor/merger.py @@ -18,7 +18,6 @@ import collections import warnings from functools import reduce -from typing import Dict, List, Tuple import datasets from datasets import Dataset, DatasetDict @@ -56,9 +55,9 @@ class Merger: def __init__( self, - merge_config: Dict[str, Tuple[str, ...]], + merge_config: dict[str, tuple[str, ...]], ) -> None: - self._merge_config: Dict[str, Tuple[str, ...]] = merge_config + self._merge_config: dict[str, tuple[str, ...]] = merge_config self._check_duplicate_merge_splits() def __call__(self, dataset: DatasetDict) -> DatasetDict: @@ -70,7 +69,7 @@ def resplit(self, dataset: DatasetDict) -> DatasetDict: """Resplit the dataset according to the `merge_config`.""" resplit_dataset = {} for divide_to, divided_from__list in self._merge_config.items(): - datasets_from_list: List[Dataset] = [] + datasets_from_list: list[Dataset] = [] for divide_from in divided_from__list: datasets_from_list.append(dataset[divide_from]) if len(datasets_from_list) > 1: diff --git a/datasets/flwr_datasets/preprocessor/merger_test.py b/datasets/flwr_datasets/preprocessor/merger_test.py index 137b0dd1a660..0dd534229eb0 100644 --- a/datasets/flwr_datasets/preprocessor/merger_test.py +++ b/datasets/flwr_datasets/preprocessor/merger_test.py @@ -16,7 +16,6 @@ import unittest -from typing import Dict, Tuple import pytest @@ -39,28 +38,28 @@ def setUp(self) -> None: def test_resplitting_train_size(self) -> None: """Test if resplitting for just renaming keeps the lengths correct.""" - strategy: Dict[str, Tuple[str, ...]] = {"new_train": ("train",)} + strategy: dict[str, tuple[str, ...]] = {"new_train": ("train",)} merger = Merger(strategy) new_dataset = merger(self.dataset_dict) self.assertEqual(len(new_dataset["new_train"]), 3) def test_resplitting_valid_size(self) -> None: """Test if resplitting for just renaming keeps the lengths correct.""" - strategy: Dict[str, Tuple[str, ...]] = {"new_valid": ("valid",)} + strategy: dict[str, tuple[str, ...]] = {"new_valid": ("valid",)} merger = Merger(strategy) new_dataset = merger(self.dataset_dict) self.assertEqual(len(new_dataset["new_valid"]), 2) def test_resplitting_test_size(self) -> None: """Test if resplitting for just renaming keeps the lengths correct.""" - strategy: Dict[str, Tuple[str, ...]] = {"new_test": ("test",)} + strategy: dict[str, tuple[str, ...]] = {"new_test": ("test",)} merger = Merger(strategy) new_dataset = merger(self.dataset_dict) self.assertEqual(len(new_dataset["new_test"]), 1) def test_resplitting_train_the_same(self) -> None: """Test if resplitting for just renaming keeps the dataset the same.""" - strategy: Dict[str, Tuple[str, ...]] = {"new_train": ("train",)} + strategy: dict[str, tuple[str, ...]] = {"new_train": ("train",)} merger = Merger(strategy) new_dataset = merger(self.dataset_dict) self.assertTrue( @@ -69,7 +68,7 @@ def test_resplitting_train_the_same(self) -> None: def test_combined_train_valid_size(self) -> None: """Test if the resplitting that combines the datasets has correct size.""" - strategy: Dict[str, Tuple[str, ...]] = { + strategy: dict[str, tuple[str, ...]] = { "train_valid_combined": ("train", "valid") } merger = Merger(strategy) @@ -78,7 +77,7 @@ def test_combined_train_valid_size(self) -> None: def test_resplitting_test_with_combined_strategy_size(self) -> None: """Test if the resplitting that combines the datasets has correct size.""" - strategy: Dict[str, Tuple[str, ...]] = { + strategy: dict[str, tuple[str, ...]] = { "train_valid_combined": ("train", "valid"), "test": ("test",), } @@ -88,7 +87,7 @@ def test_resplitting_test_with_combined_strategy_size(self) -> None: def test_invalid_resplit_strategy_exception_message(self) -> None: """Test if the resplitting raises error when non-existing split is given.""" - strategy: Dict[str, Tuple[str, ...]] = { + strategy: dict[str, tuple[str, ...]] = { "new_train": ("invalid_split",), "new_test": ("test",), } @@ -100,7 +99,7 @@ def test_invalid_resplit_strategy_exception_message(self) -> None: def test_nonexistent_split_in_strategy(self) -> None: """Test if the exception is raised when the nonexistent split name is given.""" - strategy: Dict[str, Tuple[str, ...]] = {"new_split": ("nonexistent_split",)} + strategy: dict[str, tuple[str, ...]] = {"new_split": ("nonexistent_split",)} merger = Merger(strategy) with self.assertRaisesRegex( ValueError, "The given dataset key 'nonexistent_split' is not present" @@ -109,7 +108,7 @@ def test_nonexistent_split_in_strategy(self) -> None: def test_duplicate_merge_split_name(self) -> None: """Test that the new split names are not the same.""" - strategy: Dict[str, Tuple[str, ...]] = { + strategy: dict[str, tuple[str, ...]] = { "new_train": ("train", "valid"), "test": ("train",), } @@ -119,7 +118,7 @@ def test_duplicate_merge_split_name(self) -> None: def test_empty_dataset_dict(self) -> None: """Test that the error is raised when the empty DatasetDict is given.""" empty_dataset = DatasetDict({}) - strategy: Dict[str, Tuple[str, ...]] = {"new_train": ("train",)} + strategy: dict[str, tuple[str, ...]] = {"new_train": ("train",)} merger = Merger(strategy) with self.assertRaisesRegex( ValueError, "The given dataset key 'train' is not present" diff --git a/datasets/flwr_datasets/utils.py b/datasets/flwr_datasets/utils.py index 388865a26cf6..1657c2a0ebd3 100644 --- a/datasets/flwr_datasets/utils.py +++ b/datasets/flwr_datasets/utils.py @@ -16,7 +16,7 @@ import warnings -from typing import Dict, List, Optional, Tuple, Union, cast +from typing import Optional, Union, cast from datasets import Dataset, DatasetDict, concatenate_datasets from flwr_datasets.partitioner import IidPartitioner, Partitioner @@ -57,8 +57,8 @@ def _instantiate_partitioners( - partitioners: Dict[str, Union[Partitioner, int]] -) -> Dict[str, Partitioner]: + partitioners: dict[str, Union[Partitioner, int]] +) -> dict[str, Partitioner]: """Transform the partitioners from the initial format to instantiated objects. Parameters @@ -71,8 +71,8 @@ def _instantiate_partitioners( partitioners : Dict[str, Partitioner] Partitioners specified as split to Partitioner object. """ - instantiated_partitioners: Dict[str, Partitioner] = {} - if isinstance(partitioners, Dict): + instantiated_partitioners: dict[str, Partitioner] = {} + if isinstance(partitioners, dict): for split, partitioner in partitioners.items(): if isinstance(partitioner, Partitioner): instantiated_partitioners[split] = partitioner @@ -95,10 +95,10 @@ def _instantiate_partitioners( def _instantiate_merger_if_needed( - merger: Optional[Union[Preprocessor, Dict[str, Tuple[str, ...]]]] + merger: Optional[Union[Preprocessor, dict[str, tuple[str, ...]]]] ) -> Optional[Preprocessor]: """Instantiate `Merger` if preprocessor is merge_config.""" - if merger and isinstance(merger, Dict): + if merger and isinstance(merger, dict): merger = Merger(merge_config=merger) return cast(Optional[Preprocessor], merger) @@ -113,8 +113,8 @@ def _check_if_dataset_tested(dataset: str) -> None: def divide_dataset( - dataset: Dataset, division: Union[List[float], Tuple[float, ...], Dict[str, float]] -) -> Union[List[Dataset], DatasetDict]: + dataset: Dataset, division: Union[list[float], tuple[float, ...], dict[str, float]] +) -> Union[list[Dataset], DatasetDict]: """Divide the dataset according to the `division`. The division support varying number of splits, which you can name. The splits are @@ -162,12 +162,12 @@ def divide_dataset( dataset_length = len(dataset) ranges = _create_division_indices_ranges(dataset_length, division) if isinstance(division, (list, tuple)): - split_partition: List[Dataset] = [] + split_partition: list[Dataset] = [] for single_range in ranges: split_partition.append(dataset.select(single_range)) return split_partition if isinstance(division, dict): - split_partition_dict: Dict[str, Dataset] = {} + split_partition_dict: dict[str, Dataset] = {} for split_name, single_range in zip(division.keys(), ranges): split_partition_dict[split_name] = dataset.select(single_range) return DatasetDict(split_partition_dict) @@ -179,8 +179,8 @@ def divide_dataset( def _create_division_indices_ranges( dataset_length: int, - division: Union[List[float], Tuple[float, ...], Dict[str, float]], -) -> List[range]: + division: Union[list[float], tuple[float, ...], dict[str, float]], +) -> list[range]: ranges = [] if isinstance(division, (list, tuple)): start_idx = 0 @@ -206,7 +206,7 @@ def _create_division_indices_ranges( def _check_division_config_types_correctness( - division: Union[List[float], Tuple[float, ...], Dict[str, float]] + division: Union[list[float], tuple[float, ...], dict[str, float]] ) -> None: if isinstance(division, (list, tuple)): if not all(isinstance(x, float) for x in division): @@ -225,7 +225,7 @@ def _check_division_config_types_correctness( def _check_division_config_values_correctness( - division: Union[List[float], Tuple[float, ...], Dict[str, float]] + division: Union[list[float], tuple[float, ...], dict[str, float]] ) -> None: if isinstance(division, (list, tuple)): if not all(0 < x <= 1 for x in division): @@ -263,7 +263,7 @@ def _check_division_config_values_correctness( def _check_division_config_correctness( - division: Union[List[float], Tuple[float, ...], Dict[str, float]] + division: Union[list[float], tuple[float, ...], dict[str, float]] ) -> None: _check_division_config_types_correctness(division) _check_division_config_values_correctness(division) @@ -271,7 +271,7 @@ def _check_division_config_correctness( def concatenate_divisions( partitioner: Partitioner, - partition_division: Union[List[float], Tuple[float, ...], Dict[str, float]], + partition_division: Union[list[float], tuple[float, ...], dict[str, float]], division_id: Union[int, str], ) -> Dataset: """Create a dataset by concatenation of divisions from all partitions. @@ -342,7 +342,7 @@ def concatenate_divisions( ) partition = divide_dataset(partition, partition_division) division = partition[division_id] - elif isinstance(partition_division, Dict): + elif isinstance(partition_division, dict): partition = divide_dataset(partition, partition_division) division = partition[division_id] else: diff --git a/datasets/flwr_datasets/utils_test.py b/datasets/flwr_datasets/utils_test.py index 4add9f88eeb5..3c94570471ac 100644 --- a/datasets/flwr_datasets/utils_test.py +++ b/datasets/flwr_datasets/utils_test.py @@ -14,7 +14,7 @@ # ============================================================================== """Utils tests.""" import unittest -from typing import Dict, List, Tuple, Union +from typing import Union from parameterized import parameterized_class @@ -62,8 +62,8 @@ class UtilsTests(unittest.TestCase): """Utils for tests.""" - partition_division: Union[List[float], Tuple[float, ...], Dict[str, float]] - sizes: Tuple[int] + partition_division: Union[list[float], tuple[float, ...], dict[str, float]] + sizes: tuple[int] division_id: Union[int, str] expected_concatenation_size: int diff --git a/datasets/flwr_datasets/visualization/bar_plot.py b/datasets/flwr_datasets/visualization/bar_plot.py index 352c99a572f5..2b09fb189c7a 100644 --- a/datasets/flwr_datasets/visualization/bar_plot.py +++ b/datasets/flwr_datasets/visualization/bar_plot.py @@ -15,7 +15,7 @@ """Label distribution bar plotting.""" -from typing import Any, Dict, Optional, Tuple, Union +from typing import Any, Optional, Union import numpy as np import pandas as pd @@ -28,15 +28,15 @@ def _plot_bar( dataframe: pd.DataFrame, axis: Optional[Axes], - figsize: Optional[Tuple[float, float]], + figsize: Optional[tuple[float, float]], title: str, colormap: Optional[Union[str, mcolors.Colormap]], partition_id_axis: str, size_unit: str, legend: bool, legend_title: Optional[str], - plot_kwargs: Optional[Dict[str, Any]], - legend_kwargs: Optional[Dict[str, Any]], + plot_kwargs: Optional[dict[str, Any]], + legend_kwargs: Optional[dict[str, Any]], ) -> Axes: if axis is None: if figsize is None: @@ -123,7 +123,7 @@ def _plot_bar( def _initialize_figsize( partition_id_axis: str, num_partitions: int, -) -> Tuple[float, float]: +) -> tuple[float, float]: figsize = (0.0, 0.0) if partition_id_axis == "x": figsize = (6.4, 4.8) @@ -132,7 +132,7 @@ def _initialize_figsize( return figsize -def _initialize_xy_labels(size_unit: str, partition_id_axis: str) -> Tuple[str, str]: +def _initialize_xy_labels(size_unit: str, partition_id_axis: str) -> tuple[str, str]: xlabel = "Partition ID" ylabel = "Count" if size_unit == "absolute" else "Percent %" diff --git a/datasets/flwr_datasets/visualization/comparison_label_distribution.py b/datasets/flwr_datasets/visualization/comparison_label_distribution.py index 554f6d78d59a..8a15452fb86d 100644 --- a/datasets/flwr_datasets/visualization/comparison_label_distribution.py +++ b/datasets/flwr_datasets/visualization/comparison_label_distribution.py @@ -15,7 +15,7 @@ """Comparison of label distribution plotting.""" -from typing import Any, Dict, List, Optional, Tuple, Union +from typing import Any, Optional, Union import matplotlib.colors as mcolors import matplotlib.pyplot as plt @@ -31,22 +31,22 @@ # pylint: disable=too-many-arguments,too-many-locals def plot_comparison_label_distribution( - partitioner_list: List[Partitioner], - label_name: Union[str, List[str]], + partitioner_list: list[Partitioner], + label_name: Union[str, list[str]], plot_type: str = "bar", size_unit: str = "percent", max_num_partitions: Optional[Union[int]] = 30, partition_id_axis: str = "y", - figsize: Optional[Tuple[float, float]] = None, + figsize: Optional[tuple[float, float]] = None, subtitle: str = "Comparison of Per Partition Label Distribution", - titles: Optional[List[str]] = None, + titles: Optional[list[str]] = None, cmap: Optional[Union[str, mcolors.Colormap]] = None, legend: bool = False, legend_title: Optional[str] = None, verbose_labels: bool = True, - plot_kwargs_list: Optional[List[Optional[Dict[str, Any]]]] = None, - legend_kwargs: Optional[Dict[str, Any]] = None, -) -> Tuple[Figure, List[Axes], List[pd.DataFrame]]: + plot_kwargs_list: Optional[list[Optional[dict[str, Any]]]] = None, + legend_kwargs: Optional[dict[str, Any]] = None, +) -> tuple[Figure, list[Axes], list[pd.DataFrame]]: """Compare the label distribution across multiple partitioners. Parameters @@ -143,7 +143,7 @@ def plot_comparison_label_distribution( num_partitioners = len(partitioner_list) if isinstance(label_name, str): label_name = [label_name] * num_partitioners - elif isinstance(label_name, List): + elif isinstance(label_name, list): pass else: raise TypeError( @@ -215,8 +215,8 @@ def plot_comparison_label_distribution( def _initialize_comparison_figsize( - figsize: Optional[Tuple[float, float]], num_partitioners: int -) -> Tuple[float, float]: + figsize: Optional[tuple[float, float]], num_partitioners: int +) -> tuple[float, float]: if figsize is not None: return figsize x_value = 4 + (num_partitioners - 1) * 2 @@ -227,7 +227,7 @@ def _initialize_comparison_figsize( def _initialize_comparison_xy_labels( plot_type: str, partition_id_axis: str -) -> Tuple[str, str]: +) -> tuple[str, str]: if plot_type == "bar": xlabel = "Partition ID" ylabel = "Class distribution" diff --git a/datasets/flwr_datasets/visualization/heatmap_plot.py b/datasets/flwr_datasets/visualization/heatmap_plot.py index 3c87de7693ae..b5a0e640eb1b 100644 --- a/datasets/flwr_datasets/visualization/heatmap_plot.py +++ b/datasets/flwr_datasets/visualization/heatmap_plot.py @@ -15,7 +15,7 @@ """Label distribution heatmap plotting.""" -from typing import Any, Dict, Optional, Tuple, Union +from typing import Any, Optional, Union import numpy as np import pandas as pd @@ -29,15 +29,15 @@ def _plot_heatmap( dataframe: pd.DataFrame, axis: Optional[Axes], - figsize: Optional[Tuple[float, float]], + figsize: Optional[tuple[float, float]], title: str, colormap: Optional[Union[str, mcolors.Colormap]], partition_id_axis: str, size_unit: str, legend: bool, legend_title: Optional[str], - plot_kwargs: Optional[Dict[str, Any]], - legend_kwargs: Optional[Dict[str, Any]], + plot_kwargs: Optional[dict[str, Any]], + legend_kwargs: Optional[dict[str, Any]], ) -> Axes: if axis is None: if figsize is None: @@ -90,7 +90,7 @@ def _initialize_figsize( partition_id_axis: str, num_partitions: int, num_labels: int, -) -> Tuple[float, float]: +) -> tuple[float, float]: figsize = (0.0, 0.0) if partition_id_axis == "x": figsize = (3 * np.sqrt(num_partitions), np.sqrt(num_labels)) diff --git a/datasets/flwr_datasets/visualization/label_distribution.py b/datasets/flwr_datasets/visualization/label_distribution.py index 0c47bd204a17..b1183c225b86 100644 --- a/datasets/flwr_datasets/visualization/label_distribution.py +++ b/datasets/flwr_datasets/visualization/label_distribution.py @@ -15,7 +15,7 @@ """Label distribution plotting.""" -from typing import Any, Dict, Optional, Tuple, Union +from typing import Any, Optional, Union import matplotlib.colors as mcolors import pandas as pd @@ -40,15 +40,15 @@ def plot_label_distributions( max_num_partitions: Optional[int] = None, partition_id_axis: str = "x", axis: Optional[Axes] = None, - figsize: Optional[Tuple[float, float]] = None, + figsize: Optional[tuple[float, float]] = None, title: str = "Per Partition Label Distribution", cmap: Optional[Union[str, mcolors.Colormap]] = None, legend: bool = False, legend_title: Optional[str] = None, verbose_labels: bool = True, - plot_kwargs: Optional[Dict[str, Any]] = None, - legend_kwargs: Optional[Dict[str, Any]] = None, -) -> Tuple[Figure, Axes, pd.DataFrame]: + plot_kwargs: Optional[dict[str, Any]] = None, + legend_kwargs: Optional[dict[str, Any]] = None, +) -> tuple[Figure, Axes, pd.DataFrame]: """Plot the label distribution of the partitions. Parameters diff --git a/datasets/pyproject.toml b/datasets/pyproject.toml index 46ecb56233d3..73523af2039e 100644 --- a/datasets/pyproject.toml +++ b/datasets/pyproject.toml @@ -31,7 +31,6 @@ classifiers = [ "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", - "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", @@ -92,7 +91,7 @@ known_first_party = ["flwr_datasets"] [tool.black] line-length = 88 -target-version = ["py38", "py39", "py310", "py311"] +target-version = ["py39", "py310", "py311"] [tool.pylint."MESSAGES CONTROL"] disable = "duplicate-code,too-few-public-methods,useless-import-alias" @@ -130,7 +129,7 @@ wrap-summaries = 88 wrap-descriptions = 88 [tool.ruff] -target-version = "py38" +target-version = "py39" line-length = 88 select = ["D", "E", "F", "W", "B", "ISC", "C4", "UP"] fixable = ["D", "E", "F", "W", "B", "ISC", "C4", "UP"] From dd22cd94ac542947a3d803e833936c8ca0e6068e Mon Sep 17 00:00:00 2001 From: Yan Gao Date: Mon, 16 Sep 2024 18:30:33 +0100 Subject: [PATCH 06/32] refactor(examples) Update get/set parameters functions for FlowerTune LLM example (#4219) --- .../flowertune_llm/client_app.py | 18 ++---------------- .../flowertune-llm/flowertune_llm/models.py | 19 +++++++++++++++++++ .../flowertune_llm/server_app.py | 3 +-- examples/flowertune-llm/pyproject.toml | 2 +- 4 files changed, 23 insertions(+), 19 deletions(-) diff --git a/examples/flowertune-llm/flowertune_llm/client_app.py b/examples/flowertune-llm/flowertune_llm/client_app.py index 992b0f1a3e09..b61a733b29cf 100644 --- a/examples/flowertune-llm/flowertune_llm/client_app.py +++ b/examples/flowertune-llm/flowertune_llm/client_app.py @@ -3,7 +3,6 @@ import os import warnings from typing import Dict, Tuple -from collections import OrderedDict import torch from flwr.client import ClientApp, NumPyClient @@ -12,7 +11,6 @@ from flwr.common.typing import NDArrays, Scalar from omegaconf import DictConfig -from peft import get_peft_model_state_dict, set_peft_model_state_dict from transformers import TrainingArguments from trl import SFTTrainer @@ -24,6 +22,8 @@ from flowertune_llm.models import ( cosine_annealing, get_model, + set_parameters, + get_parameters, ) # Avoid warnings @@ -96,20 +96,6 @@ def fit( ) -def set_parameters(model, parameters: NDArrays) -> None: - """Change the parameters of the model using the given ones.""" - peft_state_dict_keys = get_peft_model_state_dict(model).keys() - params_dict = zip(peft_state_dict_keys, parameters) - state_dict = OrderedDict({k: torch.Tensor(v) for k, v in params_dict}) - set_peft_model_state_dict(model, state_dict) - - -def get_parameters(model) -> NDArrays: - """Return the parameters of the current net.""" - state_dict = get_peft_model_state_dict(model) - return [val.cpu().numpy() for _, val in state_dict.items()] - - def client_fn(context: Context) -> FlowerClient: """Create a Flower client representing a single organization.""" partition_id = context.node_config["partition-id"] diff --git a/examples/flowertune-llm/flowertune_llm/models.py b/examples/flowertune-llm/flowertune_llm/models.py index 7d0c8f391687..e1609caeb2fc 100644 --- a/examples/flowertune-llm/flowertune_llm/models.py +++ b/examples/flowertune-llm/flowertune_llm/models.py @@ -2,13 +2,18 @@ import torch from omegaconf import DictConfig +from collections import OrderedDict from peft import ( LoraConfig, get_peft_model, + get_peft_model_state_dict, + set_peft_model_state_dict, ) from peft.utils import prepare_model_for_kbit_training from transformers import AutoModelForCausalLM, BitsAndBytesConfig +from flwr.common.typing import NDArrays + def cosine_annealing( current_round: int, @@ -56,3 +61,17 @@ def get_model(model_cfg: DictConfig): ) return get_peft_model(model, peft_config) + + +def set_parameters(model, parameters: NDArrays) -> None: + """Change the parameters of the model using the given ones.""" + peft_state_dict_keys = get_peft_model_state_dict(model).keys() + params_dict = zip(peft_state_dict_keys, parameters) + state_dict = OrderedDict({k: torch.Tensor(v) for k, v in params_dict}) + set_peft_model_state_dict(model, state_dict) + + +def get_parameters(model) -> NDArrays: + """Return the parameters of the current net.""" + state_dict = get_peft_model_state_dict(model) + return [val.cpu().numpy() for _, val in state_dict.items()] diff --git a/examples/flowertune-llm/flowertune_llm/server_app.py b/examples/flowertune-llm/flowertune_llm/server_app.py index 309166cc30a3..ff0da90c8b9b 100644 --- a/examples/flowertune-llm/flowertune_llm/server_app.py +++ b/examples/flowertune-llm/flowertune_llm/server_app.py @@ -9,9 +9,8 @@ from flwr.server.strategy import FedAvg from omegaconf import DictConfig -from flowertune_llm.models import get_model +from flowertune_llm.models import get_model, get_parameters, set_parameters from flowertune_llm.dataset import replace_keys -from flowertune_llm.client_app import get_parameters, set_parameters # Get function that will be executed by the strategy's evaluate() method diff --git a/examples/flowertune-llm/pyproject.toml b/examples/flowertune-llm/pyproject.toml index 20aa7267d9d5..5c057de2ea70 100644 --- a/examples/flowertune-llm/pyproject.toml +++ b/examples/flowertune-llm/pyproject.toml @@ -8,7 +8,7 @@ version = "1.0.0" description = "FlowerTune LLM: Federated LLM Fine-tuning with Flower" license = "Apache-2.0" dependencies = [ - "flwr[simulation]==1.11.0", + "flwr[simulation]==1.11.1", "flwr-datasets>=0.3.0", "trl==0.8.1", "bitsandbytes==0.43.0", From 99edb641913fc6409263bb73ca9b7706b6a47778 Mon Sep 17 00:00:00 2001 From: Chong Shen Ng Date: Mon, 16 Sep 2024 23:05:20 +0100 Subject: [PATCH 07/32] refactor(examples) Update `quickstart-pandas` example (#4007) Co-authored-by: jafermarq --- examples/quickstart-pandas/README.md | 92 ++++++++----------- examples/quickstart-pandas/client.py | 62 ------------- .../pandas_example/__init__.py | 1 + .../pandas_example/client_app.py | 59 ++++++++++++ .../pandas_example/server_app.py | 87 ++++++++++++++++++ examples/quickstart-pandas/pyproject.toml | 50 +++++++--- examples/quickstart-pandas/requirements.txt | 4 - examples/quickstart-pandas/run.sh | 13 --- examples/quickstart-pandas/server.py | 81 ---------------- 9 files changed, 221 insertions(+), 228 deletions(-) delete mode 100644 examples/quickstart-pandas/client.py create mode 100644 examples/quickstart-pandas/pandas_example/__init__.py create mode 100644 examples/quickstart-pandas/pandas_example/client_app.py create mode 100644 examples/quickstart-pandas/pandas_example/server_app.py delete mode 100644 examples/quickstart-pandas/requirements.txt delete mode 100755 examples/quickstart-pandas/run.sh delete mode 100644 examples/quickstart-pandas/server.py diff --git a/examples/quickstart-pandas/README.md b/examples/quickstart-pandas/README.md index 0b4b3a6ac78a..3f522b26834d 100644 --- a/examples/quickstart-pandas/README.md +++ b/examples/quickstart-pandas/README.md @@ -4,85 +4,69 @@ dataset: [Iris] framework: [pandas] --- -# Flower Example using Pandas +# Federated Learning with Pandas and Flower (Quickstart Example) -This introductory example to Flower uses Pandas, but deep knowledge of Pandas is not necessarily required to run the example. However, it will help you understand how to adapt Flower to your use case. This example uses [Flower Datasets](https://flower.ai/docs/datasets/) to -download, partition and preprocess the dataset. +> \[!CAUTION\] +> This example uses Flower's low-level API which remains a preview feature and subject to change. Both `ClientApp` and `ServerApp` operate directly on [Message](https://flower.ai/docs/framework/ref-api/flwr.common.Message.html) and [RecordSet](https://flower.ai/docs/framework/ref-api/flwr.common.RecordSet.html) objects. + +This introductory example to Flower uses [Pandas](https://pandas.pydata.org/), but deep knowledge of Pandas is not necessarily required to run the example. However, it will help you understand how to adapt Flower to your use case. This example uses [Flower Datasets](https://flower.ai/docs/datasets/) to +download, partition and preprocess the [Iris dataset](https://huggingface.co/datasets/scikit-learn/iris). Running this example in itself is quite easy. -## Project Setup +This example implements a form of Federated Analyics by which instead of training a model using locally available data, the nodes run a query on the data they own. In this example the query is to compute the histogram on specific columns of the dataset. These metrics are sent to the `ServerApp` for aggregation. -Start by cloning the example project. We prepared a single-line command that you can copy into your shell which will checkout the example for you: +## Set up the project -```shell -$ git clone --depth=1 https://github.com/adap/flower.git _tmp && mv _tmp/examples/quickstart-pandas . && rm -rf _tmp && cd quickstart-pandas -``` +### Clone the project -This will create a new directory called `quickstart-pandas` containing the following files: +Start by cloning the example project. ```shell --- pyproject.toml --- requirements.txt --- client.py --- server.py --- start.sh --- README.md +git clone --depth=1 https://github.com/adap/flower.git _tmp \ + && mv _tmp/examples/quickstart-pandas . \ + && rm -rf _tmp && cd quickstart-pandas ``` -If you don't plan on using the `run.sh` script that automates the run, you should first download the data and put it in a `data` folder, this can be done by executing: +This will create a new directory called `quickstart-pandas` with the following structure: ```shell -$ mkdir -p ./data -$ python -c "from sklearn.datasets import load_iris; load_iris(as_frame=True)['data'].to_csv('./data/client.csv')" +quickstart-pandas +├── pandas_example +│ ├── __init__.py +│ ├── client_app.py # Defines your ClientApp +│ └── server_app.py # Defines your ServerApp +├── pyproject.toml # Project metadata like dependencies and configs +└── README.md ``` -### Installing Dependencies - -Project dependencies (such as `pandas` and `flwr`) are defined in `pyproject.toml` and `requirements.txt`. We recommend [Poetry](https://python-poetry.org/docs/) to install those dependencies and manage your virtual environment ([Poetry installation](https://python-poetry.org/docs/#installation)) or [pip](https://pip.pypa.io/en/latest/development/), but feel free to use a different way of installing dependencies and managing virtual environments if you have other preferences. - -#### Poetry +### Install dependencies and project -```shell -poetry install -poetry shell -``` - -Poetry will install all your dependencies in a newly created virtual environment. To verify that everything works correctly you can run the following command: +Install the dependencies defined in `pyproject.toml` as well as the `pandas_example` package. -```shell -poetry run python3 -c "import flwr" +```bash +pip install -e . ``` -If you don't see any errors you're good to go! +## Run the project -#### pip +You can run your Flower project in both _simulation_ and _deployment_ mode without making changes to the code. If you are starting with Flower, we recommend you using the _simulation_ mode as it requires fewer components to be launched manually. By default, `flwr run` will make use of the Simulation Engine. -Write the command below in your terminal to install the dependencies according to the configuration file requirements.txt. +### Run with the Simulation Engine -```shell -pip install -r requirements.txt +```bash +flwr run . ``` -## Run Federated Analytics with Pandas and Flower +You can also override some of the settings for your `ClientApp` and `ServerApp` defined in `pyproject.toml`. For example -Afterwards you are ready to start the Flower server as well as the clients. You can simply start the server in a terminal as follows: - -```shell -$ python3 server.py +```bash +flwr run . --run-config num-server-rounds=5 ``` -Now you are ready to start the Flower clients which will participate in the learning. To do so simply open two more terminal windows and run the following commands. - -Start client 1 in the first terminal: +> \[!TIP\] +> For a more detailed walk-through check our [quickstart PyTorch tutorial](https://flower.ai/docs/framework/tutorial-quickstart-pandas.html) -```shell -$ python3 client.py --partition-id 0 -``` - -Start client 2 in the second terminal: - -```shell -$ python3 client.py --partition-id 1 -``` +### Run with the Deployment Engine -You will see that the server is printing aggregated statistics about the dataset distributed amongst clients. Have a look to the [Flower Quickstarter documentation](https://flower.ai/docs/quickstart-pandas.html) for a detailed explanation. +> \[!NOTE\] +> An update to this example will show how to run this Flower application with the Deployment Engine and TLS certificates, or with Docker. diff --git a/examples/quickstart-pandas/client.py b/examples/quickstart-pandas/client.py deleted file mode 100644 index 5a501e3517e6..000000000000 --- a/examples/quickstart-pandas/client.py +++ /dev/null @@ -1,62 +0,0 @@ -import argparse -from typing import Dict, List, Tuple - -import flwr as fl -import numpy as np -import pandas as pd -from flwr_datasets import FederatedDataset - -column_names = ["sepal_length", "sepal_width"] - - -def compute_hist(df: pd.DataFrame, col_name: str) -> np.ndarray: - freqs, _ = np.histogram(df[col_name]) - return freqs - - -# Define Flower client -class FlowerClient(fl.client.NumPyClient): - def __init__(self, X: pd.DataFrame): - self.X = X - - def fit( - self, parameters: List[np.ndarray], config: Dict[str, str] - ) -> Tuple[List[np.ndarray], int, Dict]: - hist_list = [] - # Execute query locally - for c in self.X.columns: - hist = compute_hist(self.X, c) - hist_list.append(hist) - return ( - hist_list, - len(self.X), - {}, - ) - - -if __name__ == "__main__": - N_CLIENTS = 2 - - parser = argparse.ArgumentParser(description="Flower") - parser.add_argument( - "--partition-id", - type=int, - choices=range(0, N_CLIENTS), - required=True, - help="Specifies the partition id of artificially partitioned datasets.", - ) - args = parser.parse_args() - partition_id = args.partition_id - - # Load the partition data - fds = FederatedDataset(dataset="hitorilabs/iris", partitioners={"train": N_CLIENTS}) - - dataset = fds.load_partition(partition_id, "train").with_format("pandas")[:] - # Use just the specified columns - X = dataset[column_names] - - # Start Flower client - fl.client.start_client( - server_address="127.0.0.1:8080", - client=FlowerClient(X).to_client(), - ) diff --git a/examples/quickstart-pandas/pandas_example/__init__.py b/examples/quickstart-pandas/pandas_example/__init__.py new file mode 100644 index 000000000000..9e5b1a942dd8 --- /dev/null +++ b/examples/quickstart-pandas/pandas_example/__init__.py @@ -0,0 +1 @@ +"""pandas_example: A Flower / Pandas app.""" diff --git a/examples/quickstart-pandas/pandas_example/client_app.py b/examples/quickstart-pandas/pandas_example/client_app.py new file mode 100644 index 000000000000..0194b0dadf3a --- /dev/null +++ b/examples/quickstart-pandas/pandas_example/client_app.py @@ -0,0 +1,59 @@ +"""pandas_example: A Flower / Pandas app.""" + +import warnings + +import numpy as np +from flwr_datasets import FederatedDataset +from flwr_datasets.partitioner import IidPartitioner + +from flwr.client import ClientApp +from flwr.common import Context, Message, MetricsRecord, RecordSet + +fds = None # Cache FederatedDataset + +warnings.filterwarnings("ignore", category=UserWarning) + + +def get_clientapp_dataset(partition_id: int, num_partitions: int): + # Only initialize `FederatedDataset` once + global fds + if fds is None: + partitioner = IidPartitioner(num_partitions=num_partitions) + fds = FederatedDataset( + dataset="scikit-learn/iris", + partitioners={"train": partitioner}, + ) + + dataset = fds.load_partition(partition_id, "train").with_format("pandas")[:] + # Use just the specified columns + return dataset[["SepalLengthCm", "SepalWidthCm"]] + + +# Flower ClientApp +app = ClientApp() + + +@app.query() +def query(msg: Message, context: Context): + """Construct histogram of local dataset and report to `ServerApp`.""" + + # Read the node_config to fetch data partition associated to this node + partition_id = context.node_config["partition-id"] + num_partitions = context.node_config["num-partitions"] + + dataset = get_clientapp_dataset(partition_id, num_partitions) + + metrics = {} + # Compute some statistics for each column in the dataframe + for feature_name in dataset.columns: + # Compute histogram + freqs, _ = np.histogram(dataset[feature_name], bins=np.linspace(2.0, 10.0, 10)) + metrics[feature_name] = freqs.tolist() + + # Compute weighted average + metrics[f"{feature_name}_avg"] = dataset[feature_name].mean() * len(dataset) + metrics[f"{feature_name}_count"] = len(dataset) + + reply_content = RecordSet(metrics_records={"query_results": MetricsRecord(metrics)}) + + return msg.create_reply(reply_content) diff --git a/examples/quickstart-pandas/pandas_example/server_app.py b/examples/quickstart-pandas/pandas_example/server_app.py new file mode 100644 index 000000000000..95384c3fa978 --- /dev/null +++ b/examples/quickstart-pandas/pandas_example/server_app.py @@ -0,0 +1,87 @@ +"""pandas_example: A Flower / Pandas app.""" + +import random +import time +from logging import INFO + +import numpy as np + +from flwr.common import Context, MessageType, RecordSet, Message +from flwr.common.logger import log +from flwr.server import Driver, ServerApp + +app = ServerApp() + + +@app.main() +def main(driver: Driver, context: Context) -> None: + """This `ServerApp` construct a histogram from partial-histograms reported by the + `ClientApp`s.""" + + num_rounds = context.run_config["num-server-rounds"] + min_nodes = 2 + fraction_sample = context.run_config["fraction-sample"] + + for server_round in range(num_rounds): + log(INFO, "") # Add newline for log readability + log(INFO, "Starting round %s/%s", server_round + 1, num_rounds) + + # Loop and wait until enough nodes are available. + all_node_ids = [] + while len(all_node_ids) < min_nodes: + all_node_ids = driver.get_node_ids() + if len(all_node_ids) >= min_nodes: + # Sample nodes + num_to_sample = int(len(all_node_ids) * fraction_sample) + node_ids = random.sample(all_node_ids, num_to_sample) + break + log(INFO, "Waiting for nodes to connect...") + time.sleep(2) + + log(INFO, "Sampled %s nodes (out of %s)", len(node_ids), len(all_node_ids)) + + # Create messages + recordset = RecordSet() + messages = [] + for node_id in node_ids: # one message for each node + message = driver.create_message( + content=recordset, + message_type=MessageType.QUERY, # target `query` method in ClientApp + dst_node_id=node_id, + group_id=str(server_round), + ) + messages.append(message) + + # Send messages and wait for all results + replies = driver.send_and_receive(messages) + log(INFO, "Received %s/%s results", len(replies), len(messages)) + + # Aggregate partial histograms + aggregated_hist = aggregate_partial_histograms(replies) + + # Display aggregated histogram + log(INFO, "Aggregated histogram: %s", aggregated_hist) + + +def aggregate_partial_histograms(messages: Message): + """Aggregate partial histograms.""" + + aggregated_hist = {} + total_count = 0 + for rep in messages: + if rep.has_error(): + continue + query_results = rep.content.metrics_records["query_results"] + # Sum metrics + for k, v in query_results.items(): + if k in ["SepalLengthCm", "SepalWidthCm"]: + if k in aggregated_hist: + aggregated_hist[k] += np.array(v) + else: + aggregated_hist[k] = np.array(v) + if "_count" in k: + total_count += v + + # Verify aggregated histogram adds up to total reported count + assert total_count == sum([sum(v) for v in aggregated_hist.values()]) + return aggregated_hist diff --git a/examples/quickstart-pandas/pyproject.toml b/examples/quickstart-pandas/pyproject.toml index 4111815660f7..7df8ab86cb0c 100644 --- a/examples/quickstart-pandas/pyproject.toml +++ b/examples/quickstart-pandas/pyproject.toml @@ -1,17 +1,39 @@ [build-system] -requires = ["poetry-core>=1.4.0"] -build-backend = "poetry.core.masonry.api" +requires = ["hatchling"] +build-backend = "hatchling.build" -[tool.poetry] -name = "quickstart-pandas" -version = "0.1.0" -description = "Pandas Federated Analytics Quickstart with Flower" -authors = ["Ragy Haddad "] -maintainers = ["The Flower Authors "] +[project] +name = "pandas_example" +version = "1.0.0" +description = "Federated Learning with Pandas and Flower (Quickstart Example)" +license = "Apache-2.0" +authors = [ + { name = "The Flower Authors", email = "hello@flower.ai" }, + { name = "Ragy Haddad", email = "ragy202@gmail.com" }, +] +dependencies = [ + "flwr[simulation]>=1.11.1", + "flwr-datasets[vision]>=0.3.0", + "numpy==1.24.4", + "pandas==2.0.0", +] -[tool.poetry.dependencies] -python = ">=3.9,<3.11" -flwr = ">=1.0,<2.0" -flwr-datasets = { extras = ["vision"], version = ">=0.0.2,<1.0.0" } -numpy = "1.23.2" -pandas = "2.0.0" +[tool.hatch.build.targets.wheel] +packages = ["."] + +[tool.flwr.app] +publisher = "flwrlabs" + +[tool.flwr.app.components] +serverapp = "pandas_example.server_app:app" +clientapp = "pandas_example.client_app:app" + +[tool.flwr.app.config] +num-server-rounds = 3 +fraction-sample = 1.0 + +[tool.flwr.federations] +default = "local-simulation" + +[tool.flwr.federations.local-simulation] +options.num-supernodes = 4 diff --git a/examples/quickstart-pandas/requirements.txt b/examples/quickstart-pandas/requirements.txt deleted file mode 100644 index d44a3c6adab9..000000000000 --- a/examples/quickstart-pandas/requirements.txt +++ /dev/null @@ -1,4 +0,0 @@ -flwr>=1.0, <2.0 -flwr-datasets[vision]>=0.0.2, <1.0.0 -numpy==1.23.2 -pandas==2.0.0 diff --git a/examples/quickstart-pandas/run.sh b/examples/quickstart-pandas/run.sh deleted file mode 100755 index 2ae1e582b8cf..000000000000 --- a/examples/quickstart-pandas/run.sh +++ /dev/null @@ -1,13 +0,0 @@ -echo "Starting server" -python server.py & -sleep 3 # Sleep for 3s to give the server enough time to start - -for i in `seq 0 1`; do - echo "Starting client $i" - python client.py --partition-id ${i} & -done - -# This will allow you to use CTRL+C to stop all background processes -trap "trap - SIGTERM && kill -- -$$" SIGINT SIGTERM -# Wait for all background processes to complete -wait diff --git a/examples/quickstart-pandas/server.py b/examples/quickstart-pandas/server.py deleted file mode 100644 index 76cbd6194579..000000000000 --- a/examples/quickstart-pandas/server.py +++ /dev/null @@ -1,81 +0,0 @@ -from typing import Dict, List, Optional, Tuple, Union - -import flwr as fl -import numpy as np -from flwr.common import ( - EvaluateIns, - EvaluateRes, - FitIns, - FitRes, - Parameters, - Scalar, - ndarrays_to_parameters, - parameters_to_ndarrays, -) -from flwr.server.client_manager import ClientManager -from flwr.server.client_proxy import ClientProxy -from flwr.server.strategy import Strategy - - -class FedAnalytics(Strategy): - def initialize_parameters( - self, client_manager: Optional[ClientManager] = None - ) -> Optional[Parameters]: - return None - - def configure_fit( - self, server_round: int, parameters: Parameters, client_manager: ClientManager - ) -> List[Tuple[ClientProxy, FitIns]]: - config = {} - fit_ins = FitIns(parameters, config) - clients = client_manager.sample(num_clients=2, min_num_clients=2) - return [(client, fit_ins) for client in clients] - - def aggregate_fit( - self, - server_round: int, - results: List[Tuple[ClientProxy, FitRes]], - failures: List[Union[Tuple[ClientProxy, FitRes], BaseException]], - ) -> Tuple[Optional[Parameters], Dict[str, Scalar]]: - # Get results from fit - # Convert results - values_aggregated = [ - (parameters_to_ndarrays(fit_res.parameters)) for _, fit_res in results - ] - length_agg_hist = 0 - width_agg_hist = 0 - for val in values_aggregated: - length_agg_hist += val[0] - width_agg_hist += val[1] - - ndarr = np.concatenate( - (["Length:"], length_agg_hist, ["Width:"], width_agg_hist) - ) - return ndarrays_to_parameters(ndarr), {} - - def evaluate( - self, server_round: int, parameters: Parameters - ) -> Optional[Tuple[float, Dict[str, Scalar]]]: - agg_hist = [arr.item() for arr in parameters_to_ndarrays(parameters)] - return 0, {"Aggregated histograms": agg_hist} - - def configure_evaluate( - self, server_round: int, parameters: Parameters, client_manager: ClientManager - ) -> List[Tuple[ClientProxy, EvaluateIns]]: - pass - - def aggregate_evaluate( - self, - server_round: int, - results: List[Tuple[ClientProxy, EvaluateRes]], - failures: List[Union[Tuple[ClientProxy, EvaluateRes], BaseException]], - ) -> Tuple[Optional[float], Dict[str, Scalar]]: - pass - - -# Start Flower server -fl.server.start_server( - server_address="0.0.0.0:8080", - config=fl.server.ServerConfig(num_rounds=1), - strategy=FedAnalytics(), -) From 19101131c8e032fe0198122af0e09e5ee4535bc3 Mon Sep 17 00:00:00 2001 From: Charles Beauville Date: Tue, 17 Sep 2024 10:03:24 +0200 Subject: [PATCH 08/32] feat(examples) Update vertical-fl example (#3716) Co-authored-by: jafermarq Co-authored-by: Daniel J. Beutel --- examples/vertical-fl/.gitignore | 3 +- examples/vertical-fl/README.md | 508 ++---------------- examples/vertical-fl/_static/hfl.jpg | Bin 778069 -> 0 bytes examples/vertical-fl/_static/hfl.png | Bin 0 -> 810983 bytes examples/vertical-fl/_static/vfl-accuracy.png | Bin 33948 -> 0 bytes examples/vertical-fl/_static/vfl.jpg | Bin 667967 -> 0 bytes examples/vertical-fl/_static/vfl.png | Bin 0 -> 696066 bytes examples/vertical-fl/client.py | 27 - .../vertical-fl/{_static => }/data/train.csv | 0 examples/vertical-fl/plot.py | 8 - examples/vertical-fl/pyproject.toml | 48 +- examples/vertical-fl/requirements.txt | 6 - examples/vertical-fl/simulation.py | 27 - examples/vertical-fl/task.py | 90 ---- .../vertical-fl/vertical_fl/client_app.py | 41 ++ .../vertical-fl/vertical_fl/server_app.py | 25 + .../vertical-fl/{ => vertical_fl}/strategy.py | 33 +- examples/vertical-fl/vertical_fl/task.py | 139 +++++ 18 files changed, 280 insertions(+), 675 deletions(-) delete mode 100644 examples/vertical-fl/_static/hfl.jpg create mode 100644 examples/vertical-fl/_static/hfl.png delete mode 100644 examples/vertical-fl/_static/vfl-accuracy.png delete mode 100644 examples/vertical-fl/_static/vfl.jpg create mode 100644 examples/vertical-fl/_static/vfl.png delete mode 100644 examples/vertical-fl/client.py rename examples/vertical-fl/{_static => }/data/train.csv (100%) delete mode 100644 examples/vertical-fl/plot.py delete mode 100644 examples/vertical-fl/requirements.txt delete mode 100644 examples/vertical-fl/simulation.py delete mode 100644 examples/vertical-fl/task.py create mode 100644 examples/vertical-fl/vertical_fl/client_app.py create mode 100644 examples/vertical-fl/vertical_fl/server_app.py rename examples/vertical-fl/{ => vertical_fl}/strategy.py (66%) create mode 100644 examples/vertical-fl/vertical_fl/task.py diff --git a/examples/vertical-fl/.gitignore b/examples/vertical-fl/.gitignore index 64af4779185a..5d2a2d133ae3 100644 --- a/examples/vertical-fl/.gitignore +++ b/examples/vertical-fl/.gitignore @@ -1,2 +1 @@ -_static/results -!_static/data/train.csv +!data/train.csv diff --git a/examples/vertical-fl/README.md b/examples/vertical-fl/README.md index ab5d2210d8d5..a9f6fc383060 100644 --- a/examples/vertical-fl/README.md +++ b/examples/vertical-fl/README.md @@ -1,11 +1,10 @@ --- -title: Vertical FL Flower Example tags: [vertical, tabular, advanced] dataset: [Titanic] framework: [torch, pandas, scikit-learn] --- -# Vertical Federated Learning example +# Vertical Federated Learning with Flower This example will showcase how you can perform Vertical Federated Learning using Flower. We'll be using the [Titanic dataset](https://www.kaggle.com/competitions/titanic/data) @@ -14,89 +13,6 @@ more details below, but the main idea of Vertical Federated Learning is that each client is holding different feature sets of the same dataset and that the server is holding the labels of this dataset. -## Project Setup - -Start by cloning the example project. We prepared a single-line command that you -can copy into your shell which will checkout the example for you: - -```shell -git clone --depth=1 https://github.com/adap/flower.git _tmp && mv _tmp/examples/vertical-fl . && rm -rf _tmp && cd vertical-fl -``` - -This will create a new directory called `vertical-fl` containing the -following files: - -```shell --- pyproject.toml --- requirements.txt --- _static/data/train.csv --- client.py --- plot.py --- simulation.py --- strategy.py --- task.py --- README.md -``` - -### Installing Dependencies - -Project dependencies (such as `torch` and `flwr`) are defined in -`pyproject.toml` and `requirements.txt`. We recommend -[Poetry](https://python-poetry.org/docs/) to install those dependencies and -manage your virtual environment ([Poetry -installation](https://python-poetry.org/docs/#installation)) or -[pip](https://pip.pypa.io/en/latest/development/), but feel free to use a -different way of installing dependencies and managing virtual environments if -you have other preferences. - -#### Poetry - -```shell -poetry install -poetry shell -``` - -Poetry will install all your dependencies in a newly created virtual -environment. To verify that everything works correctly you can run the following -command: - -```shell -poetry run python3 -c "import flwr" -``` - -If you don't see any errors you're good to go! - -#### pip - -Write the command below in your terminal to install the dependencies according -to the configuration file requirements.txt. - -```shell -pip install -r requirements.txt -``` - -## Usage - -Once everything is installed, you can just run: - -```shell -poetry run python3 simulation.py -``` - -for `poetry`, otherwise just run: - -```shell -python3 simulation.py -``` - -This will start the Vertical FL training for 1000 rounds with 3 clients. -Eventhough the number of rounds is quite high, this should only take a few -seconds to run as the model is very small. - -## Explanations - -### Vertical FL vs Horizontal FL - | | Horizontal Federated Learning (HFL or just FL) | Vertical Federated Learning (VFL) | | --------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | Data Distribution | Clients have different data instances but share the same feature space. Think of different hospitals having different patients' data (samples) but recording the same types of information (features). | Each client holds different features for the same instances. Imagine different institutions holding various tests or measurements for the same group of patients. | @@ -106,412 +22,64 @@ seconds to run as the model is very small. | HFL | VFL | | :-----------------------------: | :-----------------------------: | -| ![HFL diagram](_static/hfl.jpg) | ![VFL diagram](_static/vfl.jpg) | +| ![HFL diagram](_static/hfl.png) | ![VFL diagram](_static/vfl.png) | Those diagrams illustrate HFL vs VFL using a simplified version of what we will be building in this example. Note that on the VFL side, the server holds the labels (the `Survived` column) and will be the only one capable of performing evaluation. -### Data - -#### About - -The Titanic Survival dataset is a popular dataset used to predict passenger survival on -the Titanic based on various features. - -You can see an exhaustive list of the features over on [Kaggle](https://www.kaggle.com/competitions/titanic/data). - -The data is stored as a CSV file in `_static/data/train.csv`, it contains 892 -samples with labels. - -#### Preprocessing - -In `task.py`, you'll find the preprocessing functions we'll apply to our data: - -- Passengers are grouped by age: 'Child' for 10 years and under, - 'Adult' for ages between 11 and 40, and 'Elderly' for those over 40. If the age - isn't listed, we'll label it as 'Unknown'. - - ```python - def _bin_age(age_series): - bins = [-np.inf, 10, 40, np.inf] - labels = ["Child", "Adult", "Elderly"] - return ( - pd.cut(age_series, bins=bins, labels=labels, right=True) - .astype(str) - .replace("nan", "Unknown") - ) - ``` - -- We pull out titles from passengers' names to help our model - understand social status and family roles, simplifying rare titles into a single - 'Rare' category and converting any French titles to their English equivalents. - - ```python - def _extract_title(name_series): - titles = name_series.str.extract(" ([A-Za-z]+)\.", expand=False) - rare_titles = { - "Lady", - "Countess", - "Capt", - "Col", - "Don", - "Dr", - "Major", - "Rev", - "Sir", - "Jonkheer", - "Dona", - } - titles = titles.replace(list(rare_titles), "Rare") - titles = titles.replace({"Mlle": "Miss", "Ms": "Miss", "Mme": "Mrs"}) - return titles - ``` - -- The first letter of each cabin number is used to identify the - cabin area, with any missing entries marked as 'Unknown'. This could provide - insight into the passenger's location on the ship. - -- We remove features like 'PassengerId', 'Name', and - 'Ticket' that won't be necessary for our model's predictions. - -- Lastly, we convert categorical data points such as 'Sex', - 'Pclass', 'Embarked', 'Title', 'Cabin', and the binned 'Age' into One-Hot - encodings. - - ```python - def _create_features(df): - # Convert 'Age' to numeric, coercing errors to NaN - df["Age"] = pd.to_numeric(df["Age"], errors="coerce") - df["Age"] = _bin_age(df["Age"]) - df["Cabin"] = df["Cabin"].str[0].fillna("Unknown") - df["Title"] = _extract_title(df["Name"]) - df.drop(columns=["PassengerId", "Name", "Ticket"], inplace=True) - all_keywords = set(df.columns) - df = pd.get_dummies( - df, columns=["Sex", "Pclass", "Embarked", "Title", "Cabin", "Age"] - ) - return df, all_keywords - ``` - -#### Partitioning - -In `task.py`, we also partition our data for our 3 clients to mirror real-life -collaborations where different organizations hold different feature sets: - -```python -def _partition_data(df, all_keywords): - partitions = [] - keywords_sets = [{"Parch", "Cabin", "Pclass"}, {"Sex", "Title"}] - keywords_sets.append(all_keywords - keywords_sets[0] - keywords_sets[1]) - - for keywords in keywords_sets: - partitions.append( - df[ - list( - { - col - for col in df.columns - for kw in keywords - if kw in col or "Survived" in col - } - ) - ] - ) - - return partitions -``` - -Client 1: This client looks at family connections and accommodations, working -with features like the number of parents and children each passenger had on -board ('Parch'), the cabin number ('Cabin'), and the ticket class ('Pclass'). - -Client 2: Here, the focus is on personal attributes. This client examines the -passengers' gender ('Sex') and societal roles as indicated by their titles -('Title'). - -Client 3: The final client handles the rest of the data that the first two don't -see. This includes the remaining features that give a broader view of the -passengers' information. - -Each client is going to train their models on their own unique data without any -idea of the passengers' survival outcomes, which we're trying to predict. - -Once all clients have done their part, we combine their insights to form a -comprehensive understanding, just as if different organizations were pooling -their knowledge while keeping their data private. This is the essence of -Vertical Federated Learning: separate but together, each contributing to a -collective intelligence without sharing sensitive information. - -Note that our final data processing function looks like that: - -```python -def get_partitions_and_label(): - df = pd.read_csv("_static/data/train.csv") - processed_df = df.dropna(subset=["Embarked", "Fare"]).copy() - processed_df, all_keywords = _create_features(processed_df) - raw_partitions = _partition_data(processed_df, all_keywords) - - partitions = [] - for partition in raw_partitions: - partitions.append(partition.drop("Survived", axis=1)) - return partitions, processed_df["Survived"].values -``` - -This returns the 3 partitions for our clients and the labels for our server. - -### Models - -#### Clients - -Each client's model is a neural network designed to operate on a distinct subset -of features held by a client. In this example we will use simple linear -regression models. - -```python -class ClientModel(nn.Module): - def __init__(self, input_size): - super(ClientModel, self).__init__() - self.fc = nn.Linear(input_size, 4) - - def forward(self, x): - return self.fc(x) -``` - -The `input_size` corresponds to the number of features each client has, and this -model maps those features to a 4-dimensional latent space. The outputs are -essentially feature embeddings that capture the patterns within each client's -data slice. These embeddings are then ready to be sent to the server for further -processing. - -#### Server - -The server's model acts as the central aggregator in the VFL system. It's also a -neural network but with a slightly different architecture tailored to its role -in aggregating the client models' outputs. - -```python -class ServerModel(nn.Module): - def __init__(self): - super(ServerModel, self).__init__() - self.fc = nn.Linear(12, 1) - self.sigmoid = nn.Sigmoid() - - def forward(self, x): - x = self.fc(x) - return self.sigmoid(x) -``` - -It comprises a single linear layer that accepts the concatenated outputs from -all client models as its input. The number of inputs to this layer equals the -total number of outputs from the client models (3 x 4 = 12). After processing -these inputs, the linear layer's output is passed through a sigmoid activation -function (`nn.Sigmoid()`), which maps the result to a `(0, 1)` range, providing -a probability score indicative of the likelihood of survival. - -### Strategy - -The strategy we will write to perform the aggregation will inherit from `FedAvg` -and set the following additional attributes: - -```python -self.model = ServerModel(12) -self.initial_parameters = ndarrays_to_parameters( - [val.cpu().numpy() for _, val in self.model.state_dict().items()] -) -self.optimizer = optim.SGD(self.model.parameters(), lr=0.01) -self.criterion = nn.BCELoss() -self.label = torch.tensor(labels).float().unsqueeze(1) -``` - -With `labels` given as an argument to the strategy. +## Set up the project -We then redefine the `aggregate_fit` method: +### Clone the project -```python -def aggregate_fit( - self, - rnd, - results, - failures, -): - # Do not aggregate if there are failures and failures are not accepted - if not self.accept_failures and failures: - return None, {} +Start by cloning the example project: - # Convert results - embedding_results = [ - torch.from_numpy(parameters_to_ndarrays(fit_res.parameters)[0]) - for _, fit_res in results - ] - embeddings_aggregated = torch.cat(embedding_results, dim=1) - embedding_server = embeddings_aggregated.detach().requires_grad_() - output = self.model(embedding_server) - loss = self.criterion(output, self.label) - loss.backward() - - self.optimizer.step() - self.optimizer.zero_grad() - - grads = embedding_server.grad.split([4, 4, 4], dim=1) - np_grads = [grad.numpy() for grad in grads] - parameters_aggregated = ndarrays_to_parameters(np_grads) - - with torch.no_grad(): - correct = 0 - output = self.model(embedding_server) - predicted = (output > 0.5).float() - - correct += (predicted == self.label).sum().item() - - accuracy = correct / len(self.label) * 100 - - metrics_aggregated = {"accuracy": accuracy} - - return parameters_aggregated, metrics_aggregated +```shell +git clone --depth=1 https://github.com/adap/flower.git _tmp \ + && mv _tmp/examples/vertical-fl . \ + && rm -rf _tmp \ + && cd vertical-fl ``` -This is where all the magic happens. We first convert the `np.array`s that we -received from our clients to `tensor`s, before concatenating the 3 embeddings -together. This means that we go from 3 tensors of size `(892, 4)` to 1 tensor of -size `(892, 12)`. The combined embeddings are fed through the server model to -get the prediction output. The loss between the predicted output and the actual -labels is calculated. Backward propagation is then performed to calculate the -gradients, which are used to update the server model's parameters. - -The optimizer updates the server model's parameters based on the calculated -gradients, and the gradients are reset to zero to prepare for the next round of -aggregation. - -The gradients from the server model's embedding layer are then split according -to the size of the output from each client model (assuming equal size for -simplicity here), ready to be sent back to the respective client models. - -Finally, with no gradient calculation needed, the model's predictions are -compared to the true labels to calculate the accuracy of the model after the -update. - -Note that this `aggregate_fit` function returns gradients instead of trained -weights. This is because, in this setting, sharing gradients allows each -participant to benefit from the collective feedback gathered from the entire -pool of data without the need to align their different feature spaces (trained -weights are directly tied to specific features of the dataset but not gradients, -which are just a measure of the sensitivity of the loss function to changes in -the model's parameters). This shared feedback, encapsulated in the gradients, -guides each participant's model to adjust and improve, achieving optimization -not just based on its own data but also leveraging insights from the entire -network's data. - -We do not need to return parameters here because updates are completed locally -in VFL. But the server should still send the gradients back to all clients to -let them continue the back prop and update their local model. In Flower, the -parameters returned by `aggregate_fit` will be stored and sent to -`Client.evaluate` via `configure_fit`. So we take advantage of this and return -our gradients in `aggregate_fit` so that they'll be sent to `Client.evaluate` as -`parameters`. That's also why we can obtain gradients from the `parameters` -argument in `Client.evaluate` (see next section). - -The last thing we have to do is to redefine the `aggregate_evaluate` function to -disable distributed evaluation (as the clients do not hold any labels to test -their local models). +This will create a new directory called `vertical-fl` with the following structure: +following files: -```python -def aggregate_evaluate( - self, - rnd, - results, - failures, -): - return None, {} +```shell +vertical-fl +├── vertical_fl +│ ├── __init__.py +│ ├── client_app.py # Defines your ClientApp +│ ├── server_app.py # Defines your ServerApp +│ ├── strategy.py # Defines your Strategy +│ └── task.py # Defines your model, training and data loading +├── pyproject.toml # Project metadata like dependencies and configs +├── data/train.csv +└── README.md ``` -### Client class and function - -Our `FlowerClient` class is going to be quite straight forward. - -```python -class FlowerClient(fl.client.NumPyClient): - def __init__(self, cid, data): - self.cid = cid - self.train = torch.tensor(StandardScaler().fit_transform(data)).float() - self.model = ClientModel(input_size=self.train.shape[1]) - self.optimizer = torch.optim.SGD(self.model.parameters(), lr=0.01) - self.embedding = self.model(self.train) +### Install dependencies and project - def get_parameters(self, config): - pass +Install the dependencies defined in `pyproject.toml` as well as the `mlxexample` package. - def fit(self, parameters, config): - self.embedding = self.model(self.train) - return [self.embedding.detach().numpy()], 1, {} - - def evaluate(self, parameters, config): - self.model.zero_grad() - self.embedding.backward(torch.from_numpy(parameters[int(self.cid)])) - self.optimizer.step() - return None +```bash +pip install -e . ``` -After defining our model and data attributes (respectively `self.model` and -`self.train`), we define our `fit` function as such: the `self.model(self.train)` -performs a forward pass using the client's local training data (`self.train`). -This generates the embeddings (feature representations) for the data. To conform -with the return type of the `fit` function, we need to return a list of -`np.array`s (hence the conversion), the number of samples, which won't be used -on the server side, so we just return 1, and then an empty dict. - -For the `evaluate` function, we perform our model's backward pass using the -gradients sent by the server and then update our local model's parameters based -on those new gradients. Note that the `loss` and `num_examples` we return in our -evaluate function are bogus, as they won't be used on the server side. +## Run the project -The `client_fn` we will use in our `start_simulation` function to generate our 3 -clients will be very basic: +You can run your Flower project in both _simulation_ and _deployment_ mode without making changes to the code. If you are starting with Flower, we recommend you using the _simulation_ mode as it requires fewer components to be launched manually. By default, `flwr run` will make use of the Simulation Engine. -```python3 -partitions, label = get_partitions_and_label() +### Run with the Simulation Engine -def client_fn(cid): - return FlowerClient(cid, partitions[int(cid)]).to_client() +```bash +flwr run . ``` -We pass a `client_id` and its corresponding partition to each client. - -### Evaluation +You can also override some of the settings for your `ClientApp` and `ServerApp` defined in `pyproject.toml`. For example: -Please note that we do not perform distributed evaluation. This is because only -the server holds some labels to compare the results to. This is why the only -evaluation we perform is on the server side. - -In this example, we use the `FlowerClient` `evaluate` function for -backpropagation instead of using it for evaluation. We do this because we know -that the `evaluate` function of the clients will be called after the fit -function. This allows us to aggregate our models in `aggregate_fit` and then -send them back to the clients using this `evaluate` function and perform the -backpropagation. This is not done for evaluation, hence why we return `None` in -the `aggregate_evaluate` function of the strategy. - -### Starting the simulation - -Putting everything together, to start our simulation we use the following -function: - -```python -hist = fl.simulation.start_simulation( - client_fn=client_fn, - num_clients=3, - config=fl.server.ServerConfig(num_rounds=1000), - strategy=Strategy(label), -) +```bash +flwr run . --run-config "num-server-rounds=5 learning-rate=0.05" ``` -As mentioned before, we train for 1000 rounds but it should still last only -a few seconds. - -Note that we store the results of the simulation into `hist`, this will allow us -to use the `plot.py` file to plot the accuracy as a function of the number of -rounds. - -## Results - -Here we can observe the results after 1000 rounds: +### Run with the Deployment Engine -![Accuracy plot](_static/vfl-accuracy.png) +> \[!NOTE\] +> An update to this example will show how to run this Flower project with the 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-[tool.poetry.dependencies] -python = ">=3.9,<3.11" -flwr = { extras = ["simulation"], version = ">=1.0,<2.0" } -torch = "2.1.0" -matplotlib = "3.7.3" -scikit-learn = "1.3.2" -numpy = "1.24.4" -pandas = "2.0.3" +license = "Apache-2.0" +dependencies = [ + "flwr[simulation]>=1.11.0", + "flwr-datasets>=0.3.0", + "numpy==1.24.4", + "pandas==2.0.3", + "scikit-learn==1.3.2", + "torch==2.1.0", +] + +[tool.hatch.build.targets.wheel] +packages = ["."] + +[tool.flwr.app] +publisher = "flwrlabs" + +[tool.flwr.app.components] +serverapp = "vertical_fl.server_app:app" +clientapp = "vertical_fl.client_app:app" + +[tool.flwr.app.config] +num-server-rounds = 3 +learning-rate = 0.1 + +[tool.flwr.federations] +default = "local-simulation" + +[tool.flwr.federations.local-simulation] +options.num-supernodes = 3 # Note that this example will require changes to how VFL is implemented + diff --git a/examples/vertical-fl/requirements.txt b/examples/vertical-fl/requirements.txt deleted file mode 100644 index aee341e4c554..000000000000 --- a/examples/vertical-fl/requirements.txt +++ /dev/null @@ -1,6 +0,0 @@ -flwr[simulation]>=1.0, <2.0 -torch==2.1.0 -matplotlib==3.7.3 -scikit-learn==1.3.2 -numpy==1.24.4 -pandas==2.0.3 diff --git a/examples/vertical-fl/simulation.py b/examples/vertical-fl/simulation.py deleted file mode 100644 index 1aa1c341d5eb..000000000000 --- a/examples/vertical-fl/simulation.py +++ /dev/null @@ -1,27 +0,0 @@ -from pathlib import Path - -import flwr as fl -import numpy as np - -from client import FlowerClient -from strategy import Strategy -from task import get_partitions_and_label - -partitions, label = get_partitions_and_label() - - -def client_fn(cid): - return FlowerClient(cid, partitions[int(cid)]).to_client() - - -# Start Flower server -hist = fl.simulation.start_simulation( - client_fn=client_fn, - num_clients=3, - config=fl.server.ServerConfig(num_rounds=1000), - strategy=Strategy(label), -) - -results_dir = Path("_static/results") -results_dir.mkdir(exist_ok=True) -np.save(str(results_dir / "hist.npy"), hist) diff --git a/examples/vertical-fl/task.py b/examples/vertical-fl/task.py deleted file mode 100644 index 603a051822e9..000000000000 --- a/examples/vertical-fl/task.py +++ /dev/null @@ -1,90 +0,0 @@ -import numpy as np -import pandas as pd -import torch.nn as nn - - -def _bin_age(age_series): - bins = [-np.inf, 10, 40, np.inf] - labels = ["Child", "Adult", "Elderly"] - return ( - pd.cut(age_series, bins=bins, labels=labels, right=True) - .astype(str) - .replace("nan", "Unknown") - ) - - -def _extract_title(name_series): - titles = name_series.str.extract(" ([A-Za-z]+)\.", expand=False) - rare_titles = { - "Lady", - "Countess", - "Capt", - "Col", - "Don", - "Dr", - "Major", - "Rev", - "Sir", - "Jonkheer", - "Dona", - } - titles = titles.replace(list(rare_titles), "Rare") - titles = titles.replace({"Mlle": "Miss", "Ms": "Miss", "Mme": "Mrs"}) - return titles - - -def _create_features(df): - # Convert 'Age' to numeric, coercing errors to NaN - df["Age"] = pd.to_numeric(df["Age"], errors="coerce") - df["Age"] = _bin_age(df["Age"]) - df["Cabin"] = df["Cabin"].str[0].fillna("Unknown") - df["Title"] = _extract_title(df["Name"]) - df.drop(columns=["PassengerId", "Name", "Ticket"], inplace=True) - all_keywords = set(df.columns) - df = pd.get_dummies( - df, columns=["Sex", "Pclass", "Embarked", "Title", "Cabin", "Age"] - ) - return df, all_keywords - - -def get_partitions_and_label(): - df = pd.read_csv("_static/data/train.csv") - processed_df = df.dropna(subset=["Embarked", "Fare"]).copy() - processed_df, all_keywords = _create_features(processed_df) - raw_partitions = _partition_data(processed_df, all_keywords) - - partitions = [] - for partition in raw_partitions: - partitions.append(partition.drop("Survived", axis=1)) - return partitions, processed_df["Survived"].values - - -def _partition_data(df, all_keywords): - partitions = [] - keywords_sets = [{"Parch", "Cabin", "Pclass"}, {"Sex", "Title"}] - keywords_sets.append(all_keywords - keywords_sets[0] - keywords_sets[1]) - - for keywords in keywords_sets: - partitions.append( - df[ - list( - { - col - for col in df.columns - for kw in keywords - if kw in col or "Survived" in col - } - ) - ] - ) - - return partitions - - -class ClientModel(nn.Module): - def __init__(self, input_size): - super(ClientModel, self).__init__() - self.fc = nn.Linear(input_size, 4) - - def forward(self, x): - return self.fc(x) diff --git a/examples/vertical-fl/vertical_fl/client_app.py b/examples/vertical-fl/vertical_fl/client_app.py new file mode 100644 index 000000000000..d517480da1d4 --- /dev/null +++ b/examples/vertical-fl/vertical_fl/client_app.py @@ -0,0 +1,41 @@ +from flwr.client import ClientApp, NumPyClient +from flwr.common import Context +from sklearn.preprocessing import StandardScaler +import torch + +from vertical_fl.task import ClientModel, load_data + + +class FlowerClient(NumPyClient): + def __init__(self, v_split_id, data, lr): + self.v_split_id = v_split_id + self.data = torch.tensor(StandardScaler().fit_transform(data)).float() + self.model = ClientModel(input_size=self.data.shape[1]) + self.optimizer = torch.optim.SGD(self.model.parameters(), lr=lr) + + def get_parameters(self, config): + pass + + def fit(self, parameters, config): + embedding = self.model(self.data) + return [embedding.detach().numpy()], 1, {} + + def evaluate(self, parameters, config): + self.model.zero_grad() + embedding = self.model(self.data) + embedding.backward(torch.from_numpy(parameters[int(self.v_split_id)])) + self.optimizer.step() + return 0.0, 1, {} + + +def client_fn(context: Context): + partition_id = context.node_config["partition-id"] + num_partitions = context.node_config["num-partitions"] + partition, v_split_id = load_data(partition_id, num_partitions=num_partitions) + lr = context.run_config["learning-rate"] + return FlowerClient(v_split_id, partition, lr).to_client() + + +app = ClientApp( + client_fn=client_fn, +) diff --git a/examples/vertical-fl/vertical_fl/server_app.py b/examples/vertical-fl/vertical_fl/server_app.py new file mode 100644 index 000000000000..95620226b707 --- /dev/null +++ b/examples/vertical-fl/vertical_fl/server_app.py @@ -0,0 +1,25 @@ +from flwr.common import Context +from flwr.server import ServerApp, ServerAppComponents, ServerConfig + +from vertical_fl.strategy import Strategy +from vertical_fl.task import process_dataset + + +def server_fn(context: Context) -> ServerAppComponents: + """Construct components that set the ServerApp behaviour.""" + + # Get dataset + processed_df, _ = process_dataset() + + # Define the strategy + strategy = Strategy(processed_df["Survived"].values) + + # Construct ServerConfig + num_rounds = context.run_config["num-server-rounds"] + config = ServerConfig(num_rounds=num_rounds) + + return ServerAppComponents(strategy=strategy, config=config) + + +# Start Flower server +app = ServerApp(server_fn=server_fn) diff --git a/examples/vertical-fl/strategy.py b/examples/vertical-fl/vertical_fl/strategy.py similarity index 66% rename from examples/vertical-fl/strategy.py rename to examples/vertical-fl/vertical_fl/strategy.py index 0744fa83662a..9195416076b0 100644 --- a/examples/vertical-fl/strategy.py +++ b/examples/vertical-fl/vertical_fl/strategy.py @@ -17,37 +17,8 @@ def forward(self, x): class Strategy(fl.server.strategy.FedAvg): - def __init__( - self, - labels, - *, - fraction_fit=1, - fraction_evaluate=1, - min_fit_clients=2, - min_evaluate_clients=2, - min_available_clients=2, - evaluate_fn=None, - on_fit_config_fn=None, - on_evaluate_config_fn=None, - accept_failures=True, - initial_parameters=None, - fit_metrics_aggregation_fn=None, - evaluate_metrics_aggregation_fn=None, - ) -> None: - super().__init__( - fraction_fit=fraction_fit, - fraction_evaluate=fraction_evaluate, - min_fit_clients=min_fit_clients, - min_evaluate_clients=min_evaluate_clients, - min_available_clients=min_available_clients, - evaluate_fn=evaluate_fn, - on_fit_config_fn=on_fit_config_fn, - on_evaluate_config_fn=on_evaluate_config_fn, - accept_failures=accept_failures, - initial_parameters=initial_parameters, - fit_metrics_aggregation_fn=fit_metrics_aggregation_fn, - evaluate_metrics_aggregation_fn=evaluate_metrics_aggregation_fn, - ) + def __init__(self, labels, *args, **kwargs) -> None: + super().__init__(*args, **kwargs) self.model = ServerModel(12) self.initial_parameters = ndarrays_to_parameters( [val.cpu().numpy() for _, val in self.model.state_dict().items()] diff --git a/examples/vertical-fl/vertical_fl/task.py b/examples/vertical-fl/vertical_fl/task.py new file mode 100644 index 000000000000..8e76d9419a8a --- /dev/null +++ b/examples/vertical-fl/vertical_fl/task.py @@ -0,0 +1,139 @@ +from pathlib import Path +from logging import WARN +import torch.nn as nn +import numpy as np +import pandas as pd +import torch.nn as nn +from flwr.common.logger import log + +from datasets import Dataset +from flwr_datasets.partitioner import IidPartitioner + +NUM_VERTICAL_SPLITS = 3 + + +def _bin_age(age_series): + bins = [-np.inf, 10, 40, np.inf] + labels = ["Child", "Adult", "Elderly"] + return ( + pd.cut(age_series, bins=bins, labels=labels, right=True) + .astype(str) + .replace("nan", "Unknown") + ) + + +def _extract_title(name_series): + titles = name_series.str.extract(" ([A-Za-z]+)\.", expand=False) + rare_titles = { + "Lady", + "Countess", + "Capt", + "Col", + "Don", + "Dr", + "Major", + "Rev", + "Sir", + "Jonkheer", + "Dona", + } + titles = titles.replace(list(rare_titles), "Rare") + titles = titles.replace({"Mlle": "Miss", "Ms": "Miss", "Mme": "Mrs"}) + return titles + + +def _create_features(df): + # Convert 'Age' to numeric, coercing errors to NaN + df["Age"] = pd.to_numeric(df["Age"], errors="coerce") + df["Age"] = _bin_age(df["Age"]) + df["Cabin"] = df["Cabin"].str[0].fillna("Unknown") + df["Title"] = _extract_title(df["Name"]) + df.drop(columns=["PassengerId", "Name", "Ticket"], inplace=True) + all_keywords = set(df.columns) + df = pd.get_dummies( + df, columns=["Sex", "Pclass", "Embarked", "Title", "Cabin", "Age"] + ) + return df, all_keywords + + +def process_dataset(): + + df = pd.read_csv(Path(__file__).parents[1] / "data/train.csv") + processed_df = df.dropna(subset=["Embarked", "Fare"]).copy() + return _create_features(processed_df) + + +def load_data(partition_id: int, num_partitions: int): + """Partition the data vertically and then horizontally. + + We create three sets of features representing three types of nodes participating in + the federation. + + [{'Cabin', 'Parch', 'Pclass'}, {'Sex', 'Title'}, {'Age', 'Embarked', 'Fare', + 'SibSp', 'Survived'}] + + Once the whole dataset is split vertically and a set of features is selected based + on mod(partition_id, 3), it is split horizontally into `ceil(num_partitions/3)` + partitions. This function returns the partition with index `partition_id % 3`. + """ + + if num_partitions != NUM_VERTICAL_SPLITS: + log( + WARN, + "To run this example with num_partitions other than 3, you need to update how " + "the Vertical FL training is performed. This is because the shapes of the " + "gradients migh not be the same along the first dimension.", + ) + + # Read whole dataset and process + processed_df, features_set = process_dataset() + + # Vertical Split and select + v_partitions = _partition_data_vertically(processed_df, features_set) + v_split_id = np.mod(partition_id, NUM_VERTICAL_SPLITS) + v_partition = v_partitions[v_split_id] + + # Comvert to HuggingFace dataset + dataset = Dataset.from_pandas(v_partition) + + # Split horizontally with Flower Dataset partitioner + num_h_partitions = int(np.ceil(num_partitions / NUM_VERTICAL_SPLITS)) + partitioner = IidPartitioner(num_partitions=num_h_partitions) + partitioner.dataset = dataset + + # Extract partition of the `ClientApp` calling this function + partition = partitioner.load_partition(partition_id % num_h_partitions) + partition.remove_columns(["Survived"]) + + return partition.to_pandas(), v_split_id + + +def _partition_data_vertically(df, all_keywords): + partitions = [] + keywords_sets = [{"Parch", "Cabin", "Pclass"}, {"Sex", "Title"}] + keywords_sets.append(all_keywords - keywords_sets[0] - keywords_sets[1]) + + for keywords in keywords_sets: + partitions.append( + df[ + list( + { + col + for col in df.columns + for kw in keywords + if kw in col or "Survived" in col + } + ) + ] + ) + + return partitions + + +class ClientModel(nn.Module): + def __init__(self, input_size): + super().__init__() + self.fc = nn.Linear(input_size, 4) + + def forward(self, x): + return self.fc(x) From 99f5801615dcdcc099965ea4d9bfb19bae9e9d20 Mon Sep 17 00:00:00 2001 From: Mohammad Naseri Date: Tue, 17 Sep 2024 15:36:10 +0100 Subject: [PATCH 09/32] refactor(examples) Update `tensorflow-privacy` example (#4204) Co-authored-by: jafermarq --- examples/tensorflow-privacy/README.md | 62 ++++---- examples/tensorflow-privacy/client.py | 150 ------------------ examples/tensorflow-privacy/pyproject.toml | 29 +++- examples/tensorflow-privacy/server.py | 22 --- .../tensorflow-privacy/tf_privacy/__init__.py | 1 + .../tf_privacy/client_app.py | 93 +++++++++++ .../tf_privacy/server_app.py | 31 ++++ .../tensorflow-privacy/tf_privacy/task.py | 52 ++++++ 8 files changed, 230 insertions(+), 210 deletions(-) delete mode 100644 examples/tensorflow-privacy/client.py delete mode 100644 examples/tensorflow-privacy/server.py create mode 100644 examples/tensorflow-privacy/tf_privacy/__init__.py create mode 100644 examples/tensorflow-privacy/tf_privacy/client_app.py create mode 100644 examples/tensorflow-privacy/tf_privacy/server_app.py create mode 100644 examples/tensorflow-privacy/tf_privacy/task.py diff --git a/examples/tensorflow-privacy/README.md b/examples/tensorflow-privacy/README.md index 8156f92f60c9..af85865346bb 100644 --- a/examples/tensorflow-privacy/README.md +++ b/examples/tensorflow-privacy/README.md @@ -1,66 +1,64 @@ --- -tags: [basic, vision, fds, privacy, dp] +tags: [DP, DP-SGD, basic, vision, fds, privacy] dataset: [MNIST] framework: [tensorflow] --- # Training with Sample-Level Differential Privacy using TensorFlow-Privacy Engine -In this example, we demonstrate how to train a model with sample-level differential privacy (DP) using Flower. We employ TensorFlow and integrate the tensorflow-privacy Engine to achieve sample-level differential privacy. This setup ensures robust privacy guarantees during the client training phase. +In this example, we demonstrate how to train a model with sample-level differential privacy (DP) using Flower. We employ TensorFlow and integrate the tensorflow-privacy engine to achieve sample-level differential privacy. This setup ensures robust privacy guarantees during the client training phase. For more information about DP in Flower please refer to the [tutorial](https://flower.ai/docs/framework/how-to-use-differential-privacy.html). For additional information about tensorflow-privacy, visit the official [website](https://www.tensorflow.org/responsible_ai/privacy/guide). -## Environments Setup +## Set up the project -Start by cloning the example. We prepared a single-line command that you can copy into your shell which will checkout the example for you: +### Clone the project + +Start by cloning the example project: ```shell -git clone --depth=1 https://github.com/adap/flower.git && mv flower/examples/tensorflow-privacy . && rm -rf flower && cd tensorflow-privacy +git clone --depth=1 https://github.com/adap/flower.git \ + && mv flower/examples/tensorflow-privacy . \ + && rm -rf flower \ + && cd tensorflow-privacy ``` This will create a new directory called `tensorflow-privacy` containing the following files: ```shell --- pyproject.toml --- client.py --- server.py --- README.md +tensorflow-privacy +├── tf_privacy +│ ├── client_app.py # Defines your ClientApp +│ ├── server_app.py # Defines your ServerApp +│ └── task.py # Defines your model, training, and data loading +├── pyproject.toml # Project metadata like dependencies and configs +└── README.md ``` -### Installing dependencies - -Project dependencies are defined in `pyproject.toml`. Install them with: - -```shell -pip install . -``` +> \[!NOTE\] +> Please note that, at the current state, users cannot set `NodeConfig` for simulated `ClientApp`s. For this reason, the hyperparameter `noise_multiplier` is set in the `client_fn` method based on a condition check on `partition_id`. This will be modified in a future version of Flower to allow users to set `NodeConfig` for simulated `ClientApp`s. -## Run Flower with tensorflow-privacy and TensorFlow +### Install dependencies and project -### 1. Start the long-running Flower server (SuperLink) +Install the dependencies defined in `pyproject.toml` as well as the `tf_privacy` package. -```bash -flower-superlink --insecure +```shell +# From a new python environment, run: +pip install -e . ``` -### 2. Start the long-running Flower clients (SuperNodes) +## Run the project -Start 2 Flower `SuperNodes` in 2 separate terminal windows, using: +You can run your Flower project in both _simulation_ and _deployment_ mode without making changes to the code. If you are starting with Flower, we recommend you using the _simulation_ mode as it requires fewer components to be launched manually. By default, `flwr run` will make use of the Simulation Engine. -```bash -flower-client-app client:appA --insecure -``` +### Run with the Simulation Engine ```bash -flower-client-app client:appB --insecure +flwr run . ``` -tensorflow-privacy hyperparameters can be passed for each client in `ClientApp` instantiation (in `client.py`). In this example, `noise_multiplier=1.5` and `noise_multiplier=1` are used for the first and second client respectively. - -### 3. Run the Flower App - -With both the long-running server (SuperLink) and two clients (SuperNode) up and running, we can now run the actual Flower App: +You can also override some of the settings for your `ClientApp` and `ServerApp` defined in `pyproject.toml`. For example: ```bash -flower-server-app server:app --insecure +flwr run . --run-config "l2-norm-clip=1.5 num-server-rounds=5" ``` diff --git a/examples/tensorflow-privacy/client.py b/examples/tensorflow-privacy/client.py deleted file mode 100644 index 85ed8a3d4245..000000000000 --- a/examples/tensorflow-privacy/client.py +++ /dev/null @@ -1,150 +0,0 @@ -import argparse -import os - -import tensorflow as tf -import tensorflow_privacy -from flwr.client import ClientApp, NumPyClient -from flwr_datasets import FederatedDataset -from tensorflow_privacy.privacy.analysis.compute_dp_sgd_privacy_lib import ( - compute_dp_sgd_privacy_statement, -) - -# Make TensorFlow log less verbose -os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3" - - -def load_data(partition_id, batch_size): - fds = FederatedDataset(dataset="mnist", partitioners={"train": 2}) - partition = fds.load_partition(partition_id, "train") - partition.set_format("numpy") - - # Divide data on each node: 80% train, 20% test - partition = partition.train_test_split(test_size=0.2, seed=42) - x_train, y_train = partition["train"]["image"] / 255.0, partition["train"]["label"] - x_test, y_test = partition["test"]["image"] / 255.0, partition["test"]["label"] - - # Adjust the size of the training dataset to make it evenly divisible by the batch size - remainder = len(x_train) % batch_size - if remainder != 0: - x_train = x_train[:-remainder] - y_train = y_train[:-remainder] - - return (x_train, y_train), (x_test, y_test) - - -class FlowerClient(NumPyClient): - def __init__( - self, - model, - train_data, - test_data, - l2_norm_clip, - noise_multiplier, - num_microbatches, - learning_rate, - batch_size, - ) -> None: - super().__init__() - self.model = model - self.x_train, self.y_train = train_data - self.x_test, self.y_test = test_data - self.noise_multiplier = noise_multiplier - self.l2_norm_clip = l2_norm_clip - self.num_microbatches = num_microbatches - self.learning_rate = learning_rate - self.batch_size = batch_size - if self.batch_size % self.num_microbatches != 0: - raise ValueError( - f"Batch size {self.batch_size} is not divisible by the number of microbatches {self.num_microbatches}" - ) - - self.optimizer = tensorflow_privacy.DPKerasSGDOptimizer( - l2_norm_clip=l2_norm_clip, - noise_multiplier=noise_multiplier, - num_microbatches=num_microbatches, - learning_rate=learning_rate, - ) - loss = tf.keras.losses.SparseCategoricalCrossentropy( - reduction=tf.losses.Reduction.NONE - ) - self.model.compile(optimizer=self.optimizer, loss=loss, metrics=["accuracy"]) - - def get_parameters(self, config): - return self.model.get_weights() - - def fit(self, parameters, config): - self.model.set_weights(parameters) - - self.model.fit( - self.x_train, - self.y_train, - epochs=1, - batch_size=self.batch_size, - ) - - compute_dp_sgd_privacy_statement( - number_of_examples=self.x_train.shape[0], - batch_size=self.batch_size, - num_epochs=1, - noise_multiplier=self.noise_multiplier, - delta=1e-5, - ) - - return self.model.get_weights(), len(self.x_train), {} - - def evaluate(self, parameters, config): - self.model.set_weights(parameters) - self.model.compile( - optimizer=self.optimizer, - loss="sparse_categorical_crossentropy", - metrics=["accuracy"], - ) - loss, accuracy = self.model.evaluate(self.x_test, self.y_test) - return loss, len(self.x_test), {"accuracy": accuracy} - - -def client_fn_parameterized( - partition_id, - noise_multiplier, - l2_norm_clip=1.0, - num_microbatches=64, - learning_rate=0.01, - batch_size=64, -): - def client_fn(cid: str): - model = tf.keras.Sequential( - [ - tf.keras.layers.InputLayer(input_shape=(28, 28, 1)), - tf.keras.layers.Conv2D(32, kernel_size=(3, 3), activation="relu"), - tf.keras.layers.MaxPooling2D(pool_size=(2, 2)), - tf.keras.layers.Conv2D(64, kernel_size=(3, 3), activation="relu"), - tf.keras.layers.MaxPooling2D(pool_size=(2, 2)), - tf.keras.layers.Flatten(), - tf.keras.layers.Dense(128, activation="relu"), - tf.keras.layers.Dense(10, activation="softmax"), - ] - ) - train_data, test_data = load_data( - partition_id=partition_id, batch_size=batch_size - ) - return FlowerClient( - model, - train_data, - test_data, - noise_multiplier, - l2_norm_clip, - num_microbatches, - learning_rate, - batch_size, - ).to_client() - - return client_fn - - -appA = ClientApp( - client_fn=client_fn_parameterized(partition_id=0, noise_multiplier=1.0), -) - -appB = ClientApp( - client_fn=client_fn_parameterized(partition_id=1, noise_multiplier=1.5), -) diff --git a/examples/tensorflow-privacy/pyproject.toml b/examples/tensorflow-privacy/pyproject.toml index 884ba3b5f07b..48248cb31195 100644 --- a/examples/tensorflow-privacy/pyproject.toml +++ b/examples/tensorflow-privacy/pyproject.toml @@ -4,14 +4,11 @@ build-backend = "hatchling.build" [project] name = "tensorflow-privacy-fl" -version = "0.1.0" +version = "1.0.0" description = "Sample-level Differential Privacy with Tensorflow-Privacy in Flower" -authors = [ - { name = "The Flower Authors", email = "hello@flower.ai" }, -] dependencies = [ - "flwr>=1.8.0,<2.0", - "flwr-datasets[vision]>=0.1.0,<1.0.0", + "flwr[simulation]>=1.11.0", + "flwr-datasets[vision]>=0.3.0", "tensorflow-estimator~=2.4", "tensorflow-probability~=0.22.0", "tensorflow>=2.4.0,<=2.15.0", @@ -20,3 +17,23 @@ dependencies = [ [tool.hatch.build.targets.wheel] packages = ["."] + +[tool.flwr.app] +publisher = "flwrlabs" + +[tool.flwr.app.components] +serverapp = "tf_privacy.server_app:app" +clientapp = "tf_privacy.client_app:app" + +[tool.flwr.app.config] +num-server-rounds = 3 +l2-norm-clip = 1.0 +num-microbatches = 64 +learning-rate = 0.01 +batch-size = 64 + +[tool.flwr.federations] +default = "local-simulation" + +[tool.flwr.federations.local-simulation] +options.num-supernodes = 2 diff --git a/examples/tensorflow-privacy/server.py b/examples/tensorflow-privacy/server.py deleted file mode 100644 index 5b2ac6a3c4df..000000000000 --- a/examples/tensorflow-privacy/server.py +++ /dev/null @@ -1,22 +0,0 @@ -from typing import List, Tuple - -from flwr.common import Metrics -from flwr.server import ServerApp, ServerConfig -from flwr.server.strategy import FedAvg - - -def weighted_average(metrics: List[Tuple[int, Metrics]]) -> Metrics: - accuracies = [num_examples * m["accuracy"] for num_examples, m in metrics] - examples = [num_examples for num_examples, _ in metrics] - - return {"accuracy": sum(accuracies) / sum(examples)} - - -strategy = FedAvg(evaluate_metrics_aggregation_fn=weighted_average) - -config = ServerConfig(num_rounds=3) - -app = ServerApp( - config=config, - strategy=strategy, -) diff --git a/examples/tensorflow-privacy/tf_privacy/__init__.py b/examples/tensorflow-privacy/tf_privacy/__init__.py new file mode 100644 index 000000000000..252b33cdd1c5 --- /dev/null +++ b/examples/tensorflow-privacy/tf_privacy/__init__.py @@ -0,0 +1 @@ +"""tf_privacy: Training with Sample-Level Differential Privacy using TensorFlow-Privacy Engine.""" diff --git a/examples/tensorflow-privacy/tf_privacy/client_app.py b/examples/tensorflow-privacy/tf_privacy/client_app.py new file mode 100644 index 000000000000..977d98bbbe43 --- /dev/null +++ b/examples/tensorflow-privacy/tf_privacy/client_app.py @@ -0,0 +1,93 @@ +"""tf_privacy: Training with Sample-Level Differential Privacy using TensorFlow-Privacy Engine.""" + +import os + +import tensorflow as tf +import tensorflow_privacy +from flwr.client import ClientApp, NumPyClient +from tensorflow_privacy.privacy.analysis.compute_dp_sgd_privacy_lib import ( + compute_dp_sgd_privacy_statement, +) +from flwr.common import Context + +from tf_privacy.task import load_data, load_model +import numpy as np + + +# Make TensorFlow log less verbose +os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3" + + +class FlowerClient(NumPyClient): + def __init__( + self, + train_data, + test_data, + noise_multiplier, + run_config, + ) -> None: + super().__init__() + self.model = load_model() + self.x_train, self.y_train = train_data + self.x_train = np.expand_dims(self.x_train, axis=-1) + self.x_test, self.y_test = test_data + self.x_test = np.expand_dims(self.x_test, axis=-1) + self.noise_multiplier = noise_multiplier + self.run_config = run_config + if self.run_config["batch-size"] % self.run_config["num-microbatches"] != 0: + raise ValueError( + f"Batch size {self.run_config['batch-size']} is not divisible by the number of microbatches {self.run_config['num-microbatches']}" + ) + + self.optimizer = tensorflow_privacy.DPKerasSGDOptimizer( + l2_norm_clip=self.run_config["l2-norm-clip"], + noise_multiplier=self.noise_multiplier, + num_microbatches=self.run_config["num-microbatches"], + learning_rate=self.run_config["learning-rate"], + ) + loss = tf.keras.losses.SparseCategoricalCrossentropy( + reduction=tf.losses.Reduction.NONE + ) + self.model.compile(optimizer=self.optimizer, loss=loss, metrics=["accuracy"]) + + def fit(self, parameters, config): + self.model.set_weights(parameters) + self.model.fit( + self.x_train, + self.y_train, + epochs=1, + batch_size=self.run_config["batch-size"], + ) + + dp_statement = compute_dp_sgd_privacy_statement( + number_of_examples=self.x_train.shape[0], + batch_size=self.run_config["batch-size"], + num_epochs=1, + noise_multiplier=self.noise_multiplier, + delta=1e-5, + ) + print(dp_statement) + + return self.model.get_weights(), len(self.x_train), {} + + def evaluate(self, parameters, config): + self.model.set_weights(parameters) + loss, accuracy = self.model.evaluate(self.x_test, self.y_test) + return loss, len(self.x_test), {"accuracy": accuracy} + + +def client_fn(context: Context): + partition_id = context.node_config["partition-id"] + run_config = context.run_config + noise_multiplier = 1.0 if partition_id % 2 == 0 else 1.5 + + train_data, test_data = load_data( + partition_id=partition_id, + num_partitions=context.node_config["num-partitions"], + batch_size=context.run_config["batch-size"], + ) + + return FlowerClient(train_data, test_data, noise_multiplier, run_config).to_client() + + +app = ClientApp(client_fn=client_fn) diff --git a/examples/tensorflow-privacy/tf_privacy/server_app.py b/examples/tensorflow-privacy/tf_privacy/server_app.py new file mode 100644 index 000000000000..5348492a3ac4 --- /dev/null +++ b/examples/tensorflow-privacy/tf_privacy/server_app.py @@ -0,0 +1,31 @@ +"""tf_privacy: Training with Sample-Level Differential Privacy using TensorFlow-Privacy Engine.""" + +from typing import List, Tuple + +from flwr.common import Metrics +from flwr.server import ServerApp, ServerConfig, ServerAppComponents +from flwr.server.strategy import FedAvg +from flwr.common import Context, ndarrays_to_parameters +from .task import load_model + + +def weighted_average(metrics: List[Tuple[int, Metrics]]) -> Metrics: + accuracies = [num_examples * m["accuracy"] for num_examples, m in metrics] + examples = [num_examples for num_examples, _ in metrics] + + return {"accuracy": sum(accuracies) / sum(examples)} + + +def server_fn(context: Context) -> ServerAppComponents: + parameters = ndarrays_to_parameters(load_model().get_weights()) + strategy = FedAvg( + evaluate_metrics_aggregation_fn=weighted_average, + initial_parameters=parameters, + ) + num_rounds = context.run_config["num-server-rounds"] + config = ServerConfig(num_rounds=num_rounds) + + return ServerAppComponents(config=config, strategy=strategy) + + +app = ServerApp(server_fn=server_fn) diff --git a/examples/tensorflow-privacy/tf_privacy/task.py b/examples/tensorflow-privacy/tf_privacy/task.py new file mode 100644 index 000000000000..7bbf2a3e9c09 --- /dev/null +++ b/examples/tensorflow-privacy/tf_privacy/task.py @@ -0,0 +1,52 @@ +"""tf_privacy: Training with Sample-Level Differential Privacy using TensorFlow-Privacy Engine.""" + +import tensorflow as tf + +from flwr_datasets import FederatedDataset +from flwr_datasets.partitioner import IidPartitioner + +fds = None # Cache FederatedDataset + + +def load_model(): + model = tf.keras.Sequential( + [ + tf.keras.layers.InputLayer(input_shape=(28, 28, 1)), + tf.keras.layers.Conv2D(32, kernel_size=(3, 3), activation="relu"), + tf.keras.layers.MaxPooling2D(pool_size=(2, 2)), + tf.keras.layers.Conv2D(64, kernel_size=(3, 3), activation="relu"), + tf.keras.layers.MaxPooling2D(pool_size=(2, 2)), + tf.keras.layers.Flatten(), + tf.keras.layers.Dense(128, activation="relu"), + tf.keras.layers.Dense(10, activation="softmax"), + ] + ) + + return model + + +def load_data(partition_id: int, num_partitions: int, batch_size): + + global fds + if fds is None: + partitioner = IidPartitioner(num_partitions=num_partitions) + fds = FederatedDataset( + dataset="ylecun/mnist", + partitioners={"train": partitioner}, + ) + + partition = fds.load_partition(partition_id) + partition.set_format("numpy") + + # Divide data on each node: 80% train, 20% test + partition = partition.train_test_split(test_size=0.2, seed=42) + x_train, y_train = partition["train"]["image"] / 255.0, partition["train"]["label"] + x_test, y_test = partition["test"]["image"] / 255.0, partition["test"]["label"] + + # Adjust the size of the training dataset to make it evenly divisible by the batch size + remainder = len(x_train) % batch_size + if remainder != 0: + x_train = x_train[:-remainder] + y_train = y_train[:-remainder] + + return (x_train, y_train), (x_test, y_test) From e8494058e5555253bac28071bbbf7938e926ee1e Mon Sep 17 00:00:00 2001 From: Mohammad Naseri Date: Tue, 17 Sep 2024 16:01:33 +0100 Subject: [PATCH 10/32] refactor(examples:skip) Update quickstart-tensorflow example (#4227) --- examples/quickstart-tensorflow/tfexample/client_app.py | 4 ---- examples/quickstart-tensorflow/tfexample/server_app.py | 1 - 2 files changed, 5 deletions(-) diff --git a/examples/quickstart-tensorflow/tfexample/client_app.py b/examples/quickstart-tensorflow/tfexample/client_app.py index 05bf15e074c2..fcea79ba7391 100644 --- a/examples/quickstart-tensorflow/tfexample/client_app.py +++ b/examples/quickstart-tensorflow/tfexample/client_app.py @@ -21,10 +21,6 @@ def __init__( self.batch_size = batch_size self.verbose = verbose - def get_parameters(self, config): - """Return the parameters of the model of this client.""" - return self.model.get_weights() - def fit(self, parameters, config): """Train the model with data of this client.""" self.model.set_weights(parameters) diff --git a/examples/quickstart-tensorflow/tfexample/server_app.py b/examples/quickstart-tensorflow/tfexample/server_app.py index 053e92588e67..a09ceccfb3f2 100644 --- a/examples/quickstart-tensorflow/tfexample/server_app.py +++ b/examples/quickstart-tensorflow/tfexample/server_app.py @@ -22,7 +22,6 @@ def server_fn(context: Context): """Construct components that set the ServerApp behaviour.""" # Let's define the global model and pass it to the strategy - # Note this is optional. parameters = ndarrays_to_parameters(load_model().get_weights()) # Define the strategy From 2e8ca6c815d3436d4dc46fdd0968f9027a1b1661 Mon Sep 17 00:00:00 2001 From: Ray Sun Date: Tue, 17 Sep 2024 17:00:44 +0100 Subject: [PATCH 11/32] docs(framework) Add new blockchain example to FAQ (#3993) --- doc/source/ref-faq.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/doc/source/ref-faq.rst b/doc/source/ref-faq.rst index 26b7dca4a0a7..e3bd754d481c 100644 --- a/doc/source/ref-faq.rst +++ b/doc/source/ref-faq.rst @@ -25,6 +25,9 @@ This page collects answers to commonly asked questions about Federated Learning Yes, of course. A list of available examples using Flower within a blockchain environment is available here: + * `FLock: A Decentralised AI Training Platform `_. + * Contribute to on-chain training the model and earn rewards. + * Local blockchain with federated learning simulation. * `Flower meets Nevermined GitHub Repository `_. * `Flower meets Nevermined YouTube video `_. * `Flower meets KOSMoS `_. From 33710c5fb7e43690a1cadff067b15666c76cef8c Mon Sep 17 00:00:00 2001 From: Yan Gao Date: Wed, 18 Sep 2024 07:57:25 +0100 Subject: [PATCH 12/32] refactor(benchmarks) Update llm leaderboard Readmes (#4228) --- benchmarks/flowertune-llm/README.md | 21 ++++++++++--------- .../flowertune-llm/evaluation/README.md | 2 +- 2 files changed, 12 insertions(+), 11 deletions(-) diff --git a/benchmarks/flowertune-llm/README.md b/benchmarks/flowertune-llm/README.md index ed2f8821cd88..f45b7a6198b7 100644 --- a/benchmarks/flowertune-llm/README.md +++ b/benchmarks/flowertune-llm/README.md @@ -1,4 +1,4 @@ -![](_static/flower_llm.png) +[![FlowerTune LLM Leaderboard](_static/flower_llm.png)](https://flower.ai/benchmarks/llm-leaderboard) # FlowerTune LLM Leaderboard @@ -27,15 +27,16 @@ flwr new --framework=FlowerTune The `flwr new` command will generate a directory with the following structure: ```bash - - ├── README.md # <- Instructions - ├── pyproject.toml # <- Environment dependencies and configs - └── - ├── client_app.py # <- Flower ClientApp build - ├── dataset.py # <- Dataset and tokenizer build - ├── models.py # <- Model build - ├── server_app.py # <- Flower ServerApp build - └── strategy.py # <- Flower strategy build + +├── README.md # Instructions +├── pyproject.toml # Environment dependencies and configs +└── + ├── __init__.py + ├── client_app.py # Flower ClientApp build + ├── dataset.py # Dataset and tokenizer build + ├── models.py # Model build + ├── server_app.py # Flower ServerApp build + └── strategy.py # Flower strategy build ``` This can serve as the starting point for you to build up your own federated LLM fine-tuning methods. diff --git a/benchmarks/flowertune-llm/evaluation/README.md b/benchmarks/flowertune-llm/evaluation/README.md index d7216c089d8a..e2a7477fca76 100644 --- a/benchmarks/flowertune-llm/evaluation/README.md +++ b/benchmarks/flowertune-llm/evaluation/README.md @@ -5,7 +5,7 @@ If you are participating [LLM Leaderboard](https://flower.ai/benchmarks/llm-lead ## How to run -Navigate to the directory corresponding to your selected challenge (`general NLP`, `finance`, `medical`, or `code`) and follow the instructions there to execute the evaluation. +Navigate to the directory corresponding to your selected challenge ([`general NLP`](https://github.com/adap/flower/tree/main/benchmarks/flowertune-llm/evaluation/general-nlp), [`finance`](https://github.com/adap/flower/tree/main/benchmarks/flowertune-llm/evaluation/finance), [`medical`](https://github.com/adap/flower/tree/main/benchmarks/flowertune-llm/evaluation/medical), or [`code`](https://github.com/adap/flower/tree/main/benchmarks/flowertune-llm/evaluation/code)) and follow the instructions there to execute the evaluation. > [!NOTE] > If you wish to participate in the LLM Leaderboard, you must not modify the evaluation code and should use the exact command provided in the respective directory to run the evaluation. From 1d02874f78c61ac07ee082c752054581953c8907 Mon Sep 17 00:00:00 2001 From: Mohammad Naseri Date: Wed, 18 Sep 2024 16:33:49 +0100 Subject: [PATCH 13/32] refactor(framework) Migrate ID handling from sint64 to uint64 (#4170) Co-authored-by: Heng Pan Co-authored-by: Daniel J. Beutel --- src/proto/flwr/proto/clientappio.proto | 6 +- src/proto/flwr/proto/driver.proto | 4 +- src/proto/flwr/proto/exec.proto | 4 +- src/proto/flwr/proto/message.proto | 8 +- src/proto/flwr/proto/node.proto | 2 +- src/proto/flwr/proto/run.proto | 4 +- src/proto/flwr/proto/task.proto | 4 +- src/py/flwr/proto/clientappio_pb2.py | 2 +- src/py/flwr/proto/driver_pb2.py | 2 +- src/py/flwr/proto/exec_pb2.py | 2 +- src/py/flwr/proto/message_pb2.py | 2 +- src/py/flwr/proto/node_pb2.py | 2 +- src/py/flwr/proto/run_pb2.py | 2 +- src/py/flwr/proto/task_pb2.py | 2 +- .../server/superlink/state/sqlite_state.py | 118 +++++++++++++++--- src/py/flwr/server/superlink/state/utils.py | 100 ++++++++++++++- .../flwr/server/superlink/state/utils_test.py | 92 ++++++++++++++ 17 files changed, 312 insertions(+), 44 deletions(-) create mode 100644 src/py/flwr/server/superlink/state/utils_test.py diff --git a/src/proto/flwr/proto/clientappio.proto b/src/proto/flwr/proto/clientappio.proto index 0ec73b8e569a..19d2db50501a 100644 --- a/src/proto/flwr/proto/clientappio.proto +++ b/src/proto/flwr/proto/clientappio.proto @@ -45,9 +45,9 @@ message ClientAppOutputStatus { } message GetTokenRequest {} -message GetTokenResponse { sint64 token = 1; } +message GetTokenResponse { uint64 token = 1; } -message PullClientAppInputsRequest { sint64 token = 1; } +message PullClientAppInputsRequest { uint64 token = 1; } message PullClientAppInputsResponse { Message message = 1; Context context = 2; @@ -56,7 +56,7 @@ message PullClientAppInputsResponse { } message PushClientAppOutputsRequest { - sint64 token = 1; + uint64 token = 1; Message message = 2; Context context = 3; } diff --git a/src/proto/flwr/proto/driver.proto b/src/proto/flwr/proto/driver.proto index 63a2f78e6f6d..c7ae7dcf30f0 100644 --- a/src/proto/flwr/proto/driver.proto +++ b/src/proto/flwr/proto/driver.proto @@ -50,10 +50,10 @@ message CreateRunRequest { map override_config = 3; Fab fab = 4; } -message CreateRunResponse { sint64 run_id = 1; } +message CreateRunResponse { uint64 run_id = 1; } // GetNodes messages -message GetNodesRequest { sint64 run_id = 1; } +message GetNodesRequest { uint64 run_id = 1; } message GetNodesResponse { repeated Node nodes = 1; } // PushTaskIns messages diff --git a/src/proto/flwr/proto/exec.proto b/src/proto/flwr/proto/exec.proto index 65faf4386ea0..ad0723c0480c 100644 --- a/src/proto/flwr/proto/exec.proto +++ b/src/proto/flwr/proto/exec.proto @@ -33,6 +33,6 @@ message StartRunRequest { map override_config = 2; map federation_config = 3; } -message StartRunResponse { sint64 run_id = 1; } -message StreamLogsRequest { sint64 run_id = 1; } +message StartRunResponse { uint64 run_id = 1; } +message StreamLogsRequest { uint64 run_id = 1; } message StreamLogsResponse { string log_output = 1; } diff --git a/src/proto/flwr/proto/message.proto b/src/proto/flwr/proto/message.proto index 3230ab0609a9..7066da5b7e76 100644 --- a/src/proto/flwr/proto/message.proto +++ b/src/proto/flwr/proto/message.proto @@ -28,17 +28,17 @@ message Message { } message Context { - sint64 node_id = 1; + uint64 node_id = 1; map node_config = 2; RecordSet state = 3; map run_config = 4; } message Metadata { - sint64 run_id = 1; + uint64 run_id = 1; string message_id = 2; - sint64 src_node_id = 3; - sint64 dst_node_id = 4; + uint64 src_node_id = 3; + uint64 dst_node_id = 4; string reply_to_message = 5; string group_id = 6; double ttl = 7; diff --git a/src/proto/flwr/proto/node.proto b/src/proto/flwr/proto/node.proto index e61d44f0f783..ec72b51b44ec 100644 --- a/src/proto/flwr/proto/node.proto +++ b/src/proto/flwr/proto/node.proto @@ -18,6 +18,6 @@ syntax = "proto3"; package flwr.proto; message Node { - sint64 node_id = 1; + uint64 node_id = 1; bool anonymous = 2; } diff --git a/src/proto/flwr/proto/run.proto b/src/proto/flwr/proto/run.proto index 6adca5c2437b..fc3294f7a583 100644 --- a/src/proto/flwr/proto/run.proto +++ b/src/proto/flwr/proto/run.proto @@ -20,11 +20,11 @@ package flwr.proto; import "flwr/proto/transport.proto"; message Run { - sint64 run_id = 1; + uint64 run_id = 1; string fab_id = 2; string fab_version = 3; map override_config = 4; string fab_hash = 5; } -message GetRunRequest { sint64 run_id = 1; } +message GetRunRequest { uint64 run_id = 1; } message GetRunResponse { Run run = 1; } diff --git a/src/proto/flwr/proto/task.proto b/src/proto/flwr/proto/task.proto index 936b8120e495..324a70a5359c 100644 --- a/src/proto/flwr/proto/task.proto +++ b/src/proto/flwr/proto/task.proto @@ -37,13 +37,13 @@ message Task { message TaskIns { string task_id = 1; string group_id = 2; - sint64 run_id = 3; + uint64 run_id = 3; Task task = 4; } message TaskRes { string task_id = 1; string group_id = 2; - sint64 run_id = 3; + uint64 run_id = 3; Task task = 4; } diff --git a/src/py/flwr/proto/clientappio_pb2.py b/src/py/flwr/proto/clientappio_pb2.py index 9fd5302fe6cd..3fdc9f8a6ece 100644 --- a/src/py/flwr/proto/clientappio_pb2.py +++ b/src/py/flwr/proto/clientappio_pb2.py @@ -17,7 +17,7 @@ from flwr.proto import message_pb2 as flwr_dot_proto_dot_message__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1c\x66lwr/proto/clientappio.proto\x12\nflwr.proto\x1a\x14\x66lwr/proto/fab.proto\x1a\x14\x66lwr/proto/run.proto\x1a\x18\x66lwr/proto/message.proto\"W\n\x15\x43lientAppOutputStatus\x12-\n\x04\x63ode\x18\x01 \x01(\x0e\x32\x1f.flwr.proto.ClientAppOutputCode\x12\x0f\n\x07message\x18\x02 \x01(\t\"\x11\n\x0fGetTokenRequest\"!\n\x10GetTokenResponse\x12\r\n\x05token\x18\x01 \x01(\x12\"+\n\x1aPullClientAppInputsRequest\x12\r\n\x05token\x18\x01 \x01(\x12\"\xa5\x01\n\x1bPullClientAppInputsResponse\x12$\n\x07message\x18\x01 \x01(\x0b\x32\x13.flwr.proto.Message\x12$\n\x07\x63ontext\x18\x02 \x01(\x0b\x32\x13.flwr.proto.Context\x12\x1c\n\x03run\x18\x03 \x01(\x0b\x32\x0f.flwr.proto.Run\x12\x1c\n\x03\x66\x61\x62\x18\x04 \x01(\x0b\x32\x0f.flwr.proto.Fab\"x\n\x1bPushClientAppOutputsRequest\x12\r\n\x05token\x18\x01 \x01(\x12\x12$\n\x07message\x18\x02 \x01(\x0b\x32\x13.flwr.proto.Message\x12$\n\x07\x63ontext\x18\x03 \x01(\x0b\x32\x13.flwr.proto.Context\"Q\n\x1cPushClientAppOutputsResponse\x12\x31\n\x06status\x18\x01 \x01(\x0b\x32!.flwr.proto.ClientAppOutputStatus*L\n\x13\x43lientAppOutputCode\x12\x0b\n\x07SUCCESS\x10\x00\x12\x15\n\x11\x44\x45\x41\x44LINE_EXCEEDED\x10\x01\x12\x11\n\rUNKNOWN_ERROR\x10\x02\x32\xad\x02\n\x0b\x43lientAppIo\x12G\n\x08GetToken\x12\x1b.flwr.proto.GetTokenRequest\x1a\x1c.flwr.proto.GetTokenResponse\"\x00\x12h\n\x13PullClientAppInputs\x12&.flwr.proto.PullClientAppInputsRequest\x1a\'.flwr.proto.PullClientAppInputsResponse\"\x00\x12k\n\x14PushClientAppOutputs\x12\'.flwr.proto.PushClientAppOutputsRequest\x1a(.flwr.proto.PushClientAppOutputsResponse\"\x00\x62\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1c\x66lwr/proto/clientappio.proto\x12\nflwr.proto\x1a\x14\x66lwr/proto/fab.proto\x1a\x14\x66lwr/proto/run.proto\x1a\x18\x66lwr/proto/message.proto\"W\n\x15\x43lientAppOutputStatus\x12-\n\x04\x63ode\x18\x01 \x01(\x0e\x32\x1f.flwr.proto.ClientAppOutputCode\x12\x0f\n\x07message\x18\x02 \x01(\t\"\x11\n\x0fGetTokenRequest\"!\n\x10GetTokenResponse\x12\r\n\x05token\x18\x01 \x01(\x04\"+\n\x1aPullClientAppInputsRequest\x12\r\n\x05token\x18\x01 \x01(\x04\"\xa5\x01\n\x1bPullClientAppInputsResponse\x12$\n\x07message\x18\x01 \x01(\x0b\x32\x13.flwr.proto.Message\x12$\n\x07\x63ontext\x18\x02 \x01(\x0b\x32\x13.flwr.proto.Context\x12\x1c\n\x03run\x18\x03 \x01(\x0b\x32\x0f.flwr.proto.Run\x12\x1c\n\x03\x66\x61\x62\x18\x04 \x01(\x0b\x32\x0f.flwr.proto.Fab\"x\n\x1bPushClientAppOutputsRequest\x12\r\n\x05token\x18\x01 \x01(\x04\x12$\n\x07message\x18\x02 \x01(\x0b\x32\x13.flwr.proto.Message\x12$\n\x07\x63ontext\x18\x03 \x01(\x0b\x32\x13.flwr.proto.Context\"Q\n\x1cPushClientAppOutputsResponse\x12\x31\n\x06status\x18\x01 \x01(\x0b\x32!.flwr.proto.ClientAppOutputStatus*L\n\x13\x43lientAppOutputCode\x12\x0b\n\x07SUCCESS\x10\x00\x12\x15\n\x11\x44\x45\x41\x44LINE_EXCEEDED\x10\x01\x12\x11\n\rUNKNOWN_ERROR\x10\x02\x32\xad\x02\n\x0b\x43lientAppIo\x12G\n\x08GetToken\x12\x1b.flwr.proto.GetTokenRequest\x1a\x1c.flwr.proto.GetTokenResponse\"\x00\x12h\n\x13PullClientAppInputs\x12&.flwr.proto.PullClientAppInputsRequest\x1a\'.flwr.proto.PullClientAppInputsResponse\"\x00\x12k\n\x14PushClientAppOutputs\x12\'.flwr.proto.PushClientAppOutputsRequest\x1a(.flwr.proto.PushClientAppOutputsResponse\"\x00\x62\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) diff --git a/src/py/flwr/proto/driver_pb2.py b/src/py/flwr/proto/driver_pb2.py index dde72620f5bf..1322660cfac1 100644 --- a/src/py/flwr/proto/driver_pb2.py +++ b/src/py/flwr/proto/driver_pb2.py @@ -19,7 +19,7 @@ from flwr.proto import transport_pb2 as flwr_dot_proto_dot_transport__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x17\x66lwr/proto/driver.proto\x12\nflwr.proto\x1a\x15\x66lwr/proto/node.proto\x1a\x15\x66lwr/proto/task.proto\x1a\x14\x66lwr/proto/run.proto\x1a\x14\x66lwr/proto/fab.proto\x1a\x1a\x66lwr/proto/transport.proto\"\xeb\x01\n\x10\x43reateRunRequest\x12\x0e\n\x06\x66\x61\x62_id\x18\x01 \x01(\t\x12\x13\n\x0b\x66\x61\x62_version\x18\x02 \x01(\t\x12I\n\x0foverride_config\x18\x03 \x03(\x0b\x32\x30.flwr.proto.CreateRunRequest.OverrideConfigEntry\x12\x1c\n\x03\x66\x61\x62\x18\x04 \x01(\x0b\x32\x0f.flwr.proto.Fab\x1aI\n\x13OverrideConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\"#\n\x11\x43reateRunResponse\x12\x0e\n\x06run_id\x18\x01 \x01(\x12\"!\n\x0fGetNodesRequest\x12\x0e\n\x06run_id\x18\x01 \x01(\x12\"3\n\x10GetNodesResponse\x12\x1f\n\x05nodes\x18\x01 \x03(\x0b\x32\x10.flwr.proto.Node\"@\n\x12PushTaskInsRequest\x12*\n\rtask_ins_list\x18\x01 \x03(\x0b\x32\x13.flwr.proto.TaskIns\"\'\n\x13PushTaskInsResponse\x12\x10\n\x08task_ids\x18\x02 \x03(\t\"F\n\x12PullTaskResRequest\x12\x1e\n\x04node\x18\x01 \x01(\x0b\x32\x10.flwr.proto.Node\x12\x10\n\x08task_ids\x18\x02 \x03(\t\"A\n\x13PullTaskResResponse\x12*\n\rtask_res_list\x18\x01 \x03(\x0b\x32\x13.flwr.proto.TaskRes2\xc7\x03\n\x06\x44river\x12J\n\tCreateRun\x12\x1c.flwr.proto.CreateRunRequest\x1a\x1d.flwr.proto.CreateRunResponse\"\x00\x12G\n\x08GetNodes\x12\x1b.flwr.proto.GetNodesRequest\x1a\x1c.flwr.proto.GetNodesResponse\"\x00\x12P\n\x0bPushTaskIns\x12\x1e.flwr.proto.PushTaskInsRequest\x1a\x1f.flwr.proto.PushTaskInsResponse\"\x00\x12P\n\x0bPullTaskRes\x12\x1e.flwr.proto.PullTaskResRequest\x1a\x1f.flwr.proto.PullTaskResResponse\"\x00\x12\x41\n\x06GetRun\x12\x19.flwr.proto.GetRunRequest\x1a\x1a.flwr.proto.GetRunResponse\"\x00\x12\x41\n\x06GetFab\x12\x19.flwr.proto.GetFabRequest\x1a\x1a.flwr.proto.GetFabResponse\"\x00\x62\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x17\x66lwr/proto/driver.proto\x12\nflwr.proto\x1a\x15\x66lwr/proto/node.proto\x1a\x15\x66lwr/proto/task.proto\x1a\x14\x66lwr/proto/run.proto\x1a\x14\x66lwr/proto/fab.proto\x1a\x1a\x66lwr/proto/transport.proto\"\xeb\x01\n\x10\x43reateRunRequest\x12\x0e\n\x06\x66\x61\x62_id\x18\x01 \x01(\t\x12\x13\n\x0b\x66\x61\x62_version\x18\x02 \x01(\t\x12I\n\x0foverride_config\x18\x03 \x03(\x0b\x32\x30.flwr.proto.CreateRunRequest.OverrideConfigEntry\x12\x1c\n\x03\x66\x61\x62\x18\x04 \x01(\x0b\x32\x0f.flwr.proto.Fab\x1aI\n\x13OverrideConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\"#\n\x11\x43reateRunResponse\x12\x0e\n\x06run_id\x18\x01 \x01(\x04\"!\n\x0fGetNodesRequest\x12\x0e\n\x06run_id\x18\x01 \x01(\x04\"3\n\x10GetNodesResponse\x12\x1f\n\x05nodes\x18\x01 \x03(\x0b\x32\x10.flwr.proto.Node\"@\n\x12PushTaskInsRequest\x12*\n\rtask_ins_list\x18\x01 \x03(\x0b\x32\x13.flwr.proto.TaskIns\"\'\n\x13PushTaskInsResponse\x12\x10\n\x08task_ids\x18\x02 \x03(\t\"F\n\x12PullTaskResRequest\x12\x1e\n\x04node\x18\x01 \x01(\x0b\x32\x10.flwr.proto.Node\x12\x10\n\x08task_ids\x18\x02 \x03(\t\"A\n\x13PullTaskResResponse\x12*\n\rtask_res_list\x18\x01 \x03(\x0b\x32\x13.flwr.proto.TaskRes2\xc7\x03\n\x06\x44river\x12J\n\tCreateRun\x12\x1c.flwr.proto.CreateRunRequest\x1a\x1d.flwr.proto.CreateRunResponse\"\x00\x12G\n\x08GetNodes\x12\x1b.flwr.proto.GetNodesRequest\x1a\x1c.flwr.proto.GetNodesResponse\"\x00\x12P\n\x0bPushTaskIns\x12\x1e.flwr.proto.PushTaskInsRequest\x1a\x1f.flwr.proto.PushTaskInsResponse\"\x00\x12P\n\x0bPullTaskRes\x12\x1e.flwr.proto.PullTaskResRequest\x1a\x1f.flwr.proto.PullTaskResResponse\"\x00\x12\x41\n\x06GetRun\x12\x19.flwr.proto.GetRunRequest\x1a\x1a.flwr.proto.GetRunResponse\"\x00\x12\x41\n\x06GetFab\x12\x19.flwr.proto.GetFabRequest\x1a\x1a.flwr.proto.GetFabResponse\"\x00\x62\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) diff --git a/src/py/flwr/proto/exec_pb2.py b/src/py/flwr/proto/exec_pb2.py index 3fe109067296..574f39eaa18d 100644 --- a/src/py/flwr/proto/exec_pb2.py +++ b/src/py/flwr/proto/exec_pb2.py @@ -16,7 +16,7 @@ from flwr.proto import transport_pb2 as flwr_dot_proto_dot_transport__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x15\x66lwr/proto/exec.proto\x12\nflwr.proto\x1a\x14\x66lwr/proto/fab.proto\x1a\x1a\x66lwr/proto/transport.proto\"\xdf\x02\n\x0fStartRunRequest\x12\x1c\n\x03\x66\x61\x62\x18\x01 \x01(\x0b\x32\x0f.flwr.proto.Fab\x12H\n\x0foverride_config\x18\x02 \x03(\x0b\x32/.flwr.proto.StartRunRequest.OverrideConfigEntry\x12L\n\x11\x66\x65\x64\x65ration_config\x18\x03 \x03(\x0b\x32\x31.flwr.proto.StartRunRequest.FederationConfigEntry\x1aI\n\x13OverrideConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\x1aK\n\x15\x46\x65\x64\x65rationConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\"\"\n\x10StartRunResponse\x12\x0e\n\x06run_id\x18\x01 \x01(\x12\"#\n\x11StreamLogsRequest\x12\x0e\n\x06run_id\x18\x01 \x01(\x12\"(\n\x12StreamLogsResponse\x12\x12\n\nlog_output\x18\x01 \x01(\t2\xa0\x01\n\x04\x45xec\x12G\n\x08StartRun\x12\x1b.flwr.proto.StartRunRequest\x1a\x1c.flwr.proto.StartRunResponse\"\x00\x12O\n\nStreamLogs\x12\x1d.flwr.proto.StreamLogsRequest\x1a\x1e.flwr.proto.StreamLogsResponse\"\x00\x30\x01\x62\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x15\x66lwr/proto/exec.proto\x12\nflwr.proto\x1a\x14\x66lwr/proto/fab.proto\x1a\x1a\x66lwr/proto/transport.proto\"\xdf\x02\n\x0fStartRunRequest\x12\x1c\n\x03\x66\x61\x62\x18\x01 \x01(\x0b\x32\x0f.flwr.proto.Fab\x12H\n\x0foverride_config\x18\x02 \x03(\x0b\x32/.flwr.proto.StartRunRequest.OverrideConfigEntry\x12L\n\x11\x66\x65\x64\x65ration_config\x18\x03 \x03(\x0b\x32\x31.flwr.proto.StartRunRequest.FederationConfigEntry\x1aI\n\x13OverrideConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\x1aK\n\x15\x46\x65\x64\x65rationConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\"\"\n\x10StartRunResponse\x12\x0e\n\x06run_id\x18\x01 \x01(\x04\"#\n\x11StreamLogsRequest\x12\x0e\n\x06run_id\x18\x01 \x01(\x04\"(\n\x12StreamLogsResponse\x12\x12\n\nlog_output\x18\x01 \x01(\t2\xa0\x01\n\x04\x45xec\x12G\n\x08StartRun\x12\x1b.flwr.proto.StartRunRequest\x1a\x1c.flwr.proto.StartRunResponse\"\x00\x12O\n\nStreamLogs\x12\x1d.flwr.proto.StreamLogsRequest\x1a\x1e.flwr.proto.StreamLogsResponse\"\x00\x30\x01\x62\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) diff --git a/src/py/flwr/proto/message_pb2.py b/src/py/flwr/proto/message_pb2.py index 7e2555972a8a..d2201cb07b56 100644 --- a/src/py/flwr/proto/message_pb2.py +++ b/src/py/flwr/proto/message_pb2.py @@ -17,7 +17,7 @@ from flwr.proto import transport_pb2 as flwr_dot_proto_dot_transport__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x18\x66lwr/proto/message.proto\x12\nflwr.proto\x1a\x16\x66lwr/proto/error.proto\x1a\x1a\x66lwr/proto/recordset.proto\x1a\x1a\x66lwr/proto/transport.proto\"{\n\x07Message\x12&\n\x08metadata\x18\x01 \x01(\x0b\x32\x14.flwr.proto.Metadata\x12&\n\x07\x63ontent\x18\x02 \x01(\x0b\x32\x15.flwr.proto.RecordSet\x12 \n\x05\x65rror\x18\x03 \x01(\x0b\x32\x11.flwr.proto.Error\"\xbf\x02\n\x07\x43ontext\x12\x0f\n\x07node_id\x18\x01 \x01(\x12\x12\x38\n\x0bnode_config\x18\x02 \x03(\x0b\x32#.flwr.proto.Context.NodeConfigEntry\x12$\n\x05state\x18\x03 \x01(\x0b\x32\x15.flwr.proto.RecordSet\x12\x36\n\nrun_config\x18\x04 \x03(\x0b\x32\".flwr.proto.Context.RunConfigEntry\x1a\x45\n\x0fNodeConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\x1a\x44\n\x0eRunConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\"\xbb\x01\n\x08Metadata\x12\x0e\n\x06run_id\x18\x01 \x01(\x12\x12\x12\n\nmessage_id\x18\x02 \x01(\t\x12\x13\n\x0bsrc_node_id\x18\x03 \x01(\x12\x12\x13\n\x0b\x64st_node_id\x18\x04 \x01(\x12\x12\x18\n\x10reply_to_message\x18\x05 \x01(\t\x12\x10\n\x08group_id\x18\x06 \x01(\t\x12\x0b\n\x03ttl\x18\x07 \x01(\x01\x12\x14\n\x0cmessage_type\x18\x08 \x01(\t\x12\x12\n\ncreated_at\x18\t \x01(\x01\x62\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x18\x66lwr/proto/message.proto\x12\nflwr.proto\x1a\x16\x66lwr/proto/error.proto\x1a\x1a\x66lwr/proto/recordset.proto\x1a\x1a\x66lwr/proto/transport.proto\"{\n\x07Message\x12&\n\x08metadata\x18\x01 \x01(\x0b\x32\x14.flwr.proto.Metadata\x12&\n\x07\x63ontent\x18\x02 \x01(\x0b\x32\x15.flwr.proto.RecordSet\x12 \n\x05\x65rror\x18\x03 \x01(\x0b\x32\x11.flwr.proto.Error\"\xbf\x02\n\x07\x43ontext\x12\x0f\n\x07node_id\x18\x01 \x01(\x04\x12\x38\n\x0bnode_config\x18\x02 \x03(\x0b\x32#.flwr.proto.Context.NodeConfigEntry\x12$\n\x05state\x18\x03 \x01(\x0b\x32\x15.flwr.proto.RecordSet\x12\x36\n\nrun_config\x18\x04 \x03(\x0b\x32\".flwr.proto.Context.RunConfigEntry\x1a\x45\n\x0fNodeConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\x1a\x44\n\x0eRunConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\"\xbb\x01\n\x08Metadata\x12\x0e\n\x06run_id\x18\x01 \x01(\x04\x12\x12\n\nmessage_id\x18\x02 \x01(\t\x12\x13\n\x0bsrc_node_id\x18\x03 \x01(\x04\x12\x13\n\x0b\x64st_node_id\x18\x04 \x01(\x04\x12\x18\n\x10reply_to_message\x18\x05 \x01(\t\x12\x10\n\x08group_id\x18\x06 \x01(\t\x12\x0b\n\x03ttl\x18\x07 \x01(\x01\x12\x14\n\x0cmessage_type\x18\x08 \x01(\t\x12\x12\n\ncreated_at\x18\t \x01(\x01\x62\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) diff --git a/src/py/flwr/proto/node_pb2.py b/src/py/flwr/proto/node_pb2.py index b300f2c562c2..f94691db6c3f 100644 --- a/src/py/flwr/proto/node_pb2.py +++ b/src/py/flwr/proto/node_pb2.py @@ -14,7 +14,7 @@ -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x15\x66lwr/proto/node.proto\x12\nflwr.proto\"*\n\x04Node\x12\x0f\n\x07node_id\x18\x01 \x01(\x12\x12\x11\n\tanonymous\x18\x02 \x01(\x08\x62\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x15\x66lwr/proto/node.proto\x12\nflwr.proto\"*\n\x04Node\x12\x0f\n\x07node_id\x18\x01 \x01(\x04\x12\x11\n\tanonymous\x18\x02 \x01(\x08\x62\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) diff --git a/src/py/flwr/proto/run_pb2.py b/src/py/flwr/proto/run_pb2.py index 4892091a6a46..13fc43f90f8c 100644 --- a/src/py/flwr/proto/run_pb2.py +++ b/src/py/flwr/proto/run_pb2.py @@ -15,7 +15,7 @@ from flwr.proto import transport_pb2 as flwr_dot_proto_dot_transport__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x14\x66lwr/proto/run.proto\x12\nflwr.proto\x1a\x1a\x66lwr/proto/transport.proto\"\xd5\x01\n\x03Run\x12\x0e\n\x06run_id\x18\x01 \x01(\x12\x12\x0e\n\x06\x66\x61\x62_id\x18\x02 \x01(\t\x12\x13\n\x0b\x66\x61\x62_version\x18\x03 \x01(\t\x12<\n\x0foverride_config\x18\x04 \x03(\x0b\x32#.flwr.proto.Run.OverrideConfigEntry\x12\x10\n\x08\x66\x61\x62_hash\x18\x05 \x01(\t\x1aI\n\x13OverrideConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\"\x1f\n\rGetRunRequest\x12\x0e\n\x06run_id\x18\x01 \x01(\x12\".\n\x0eGetRunResponse\x12\x1c\n\x03run\x18\x01 \x01(\x0b\x32\x0f.flwr.proto.Runb\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x14\x66lwr/proto/run.proto\x12\nflwr.proto\x1a\x1a\x66lwr/proto/transport.proto\"\xd5\x01\n\x03Run\x12\x0e\n\x06run_id\x18\x01 \x01(\x04\x12\x0e\n\x06\x66\x61\x62_id\x18\x02 \x01(\t\x12\x13\n\x0b\x66\x61\x62_version\x18\x03 \x01(\t\x12<\n\x0foverride_config\x18\x04 \x03(\x0b\x32#.flwr.proto.Run.OverrideConfigEntry\x12\x10\n\x08\x66\x61\x62_hash\x18\x05 \x01(\t\x1aI\n\x13OverrideConfigEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12!\n\x05value\x18\x02 \x01(\x0b\x32\x12.flwr.proto.Scalar:\x02\x38\x01\"\x1f\n\rGetRunRequest\x12\x0e\n\x06run_id\x18\x01 \x01(\x04\".\n\x0eGetRunResponse\x12\x1c\n\x03run\x18\x01 \x01(\x0b\x32\x0f.flwr.proto.Runb\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) diff --git a/src/py/flwr/proto/task_pb2.py b/src/py/flwr/proto/task_pb2.py index 3e044f9ec846..75b022dc65ea 100644 --- a/src/py/flwr/proto/task_pb2.py +++ b/src/py/flwr/proto/task_pb2.py @@ -17,7 +17,7 @@ from flwr.proto import error_pb2 as flwr_dot_proto_dot_error__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x15\x66lwr/proto/task.proto\x12\nflwr.proto\x1a\x15\x66lwr/proto/node.proto\x1a\x1a\x66lwr/proto/recordset.proto\x1a\x16\x66lwr/proto/error.proto\"\x89\x02\n\x04Task\x12\"\n\x08producer\x18\x01 \x01(\x0b\x32\x10.flwr.proto.Node\x12\"\n\x08\x63onsumer\x18\x02 \x01(\x0b\x32\x10.flwr.proto.Node\x12\x12\n\ncreated_at\x18\x03 \x01(\x01\x12\x14\n\x0c\x64\x65livered_at\x18\x04 \x01(\t\x12\x11\n\tpushed_at\x18\x05 \x01(\x01\x12\x0b\n\x03ttl\x18\x06 \x01(\x01\x12\x10\n\x08\x61ncestry\x18\x07 \x03(\t\x12\x11\n\ttask_type\x18\x08 \x01(\t\x12(\n\trecordset\x18\t \x01(\x0b\x32\x15.flwr.proto.RecordSet\x12 \n\x05\x65rror\x18\n \x01(\x0b\x32\x11.flwr.proto.Error\"\\\n\x07TaskIns\x12\x0f\n\x07task_id\x18\x01 \x01(\t\x12\x10\n\x08group_id\x18\x02 \x01(\t\x12\x0e\n\x06run_id\x18\x03 \x01(\x12\x12\x1e\n\x04task\x18\x04 \x01(\x0b\x32\x10.flwr.proto.Task\"\\\n\x07TaskRes\x12\x0f\n\x07task_id\x18\x01 \x01(\t\x12\x10\n\x08group_id\x18\x02 \x01(\t\x12\x0e\n\x06run_id\x18\x03 \x01(\x12\x12\x1e\n\x04task\x18\x04 \x01(\x0b\x32\x10.flwr.proto.Taskb\x06proto3') +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x15\x66lwr/proto/task.proto\x12\nflwr.proto\x1a\x15\x66lwr/proto/node.proto\x1a\x1a\x66lwr/proto/recordset.proto\x1a\x16\x66lwr/proto/error.proto\"\x89\x02\n\x04Task\x12\"\n\x08producer\x18\x01 \x01(\x0b\x32\x10.flwr.proto.Node\x12\"\n\x08\x63onsumer\x18\x02 \x01(\x0b\x32\x10.flwr.proto.Node\x12\x12\n\ncreated_at\x18\x03 \x01(\x01\x12\x14\n\x0c\x64\x65livered_at\x18\x04 \x01(\t\x12\x11\n\tpushed_at\x18\x05 \x01(\x01\x12\x0b\n\x03ttl\x18\x06 \x01(\x01\x12\x10\n\x08\x61ncestry\x18\x07 \x03(\t\x12\x11\n\ttask_type\x18\x08 \x01(\t\x12(\n\trecordset\x18\t \x01(\x0b\x32\x15.flwr.proto.RecordSet\x12 \n\x05\x65rror\x18\n \x01(\x0b\x32\x11.flwr.proto.Error\"\\\n\x07TaskIns\x12\x0f\n\x07task_id\x18\x01 \x01(\t\x12\x10\n\x08group_id\x18\x02 \x01(\t\x12\x0e\n\x06run_id\x18\x03 \x01(\x04\x12\x1e\n\x04task\x18\x04 \x01(\x0b\x32\x10.flwr.proto.Task\"\\\n\x07TaskRes\x12\x0f\n\x07task_id\x18\x01 \x01(\t\x12\x10\n\x08group_id\x18\x02 \x01(\t\x12\x0e\n\x06run_id\x18\x03 \x01(\x04\x12\x1e\n\x04task\x18\x04 \x01(\x0b\x32\x10.flwr.proto.Taskb\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) diff --git a/src/py/flwr/server/superlink/state/sqlite_state.py b/src/py/flwr/server/superlink/state/sqlite_state.py index 4bb31fa6cea5..286ab881f891 100644 --- a/src/py/flwr/server/superlink/state/sqlite_state.py +++ b/src/py/flwr/server/superlink/state/sqlite_state.py @@ -33,7 +33,14 @@ from flwr.server.utils.validator import validate_task_ins_or_res from .state import State -from .utils import generate_rand_int_from_bytes, make_node_unavailable_taskres +from .utils import ( + convert_sint64_to_uint64, + convert_sint64_values_in_dict_to_uint64, + convert_uint64_to_sint64, + convert_uint64_values_in_dict_to_sint64, + generate_rand_int_from_bytes, + make_node_unavailable_taskres, +) SQL_CREATE_TABLE_NODE = """ CREATE TABLE IF NOT EXISTS node( @@ -223,6 +230,12 @@ def store_task_ins(self, task_ins: TaskIns) -> Optional[UUID]: # Store TaskIns task_ins.task_id = str(task_id) data = (task_ins_to_dict(task_ins),) + + # Convert values from uint64 to sint64 for SQLite + convert_uint64_values_in_dict_to_sint64( + data[0], ["run_id", "producer_node_id", "consumer_node_id"] + ) + columns = ", ".join([f":{key}" for key in data[0]]) query = f"INSERT INTO task_ins VALUES({columns});" @@ -284,6 +297,9 @@ def get_task_ins( AND delivered_at = "" """ else: + # Convert the uint64 value to sint64 for SQLite + data["node_id"] = convert_uint64_to_sint64(node_id) + # Retrieve all TaskIns for node_id query = """ SELECT task_id @@ -292,7 +308,6 @@ def get_task_ins( AND consumer_node_id == :node_id AND delivered_at = "" """ - data["node_id"] = node_id if limit is not None: query += " LIMIT :limit" @@ -322,6 +337,12 @@ def get_task_ins( # Run query rows = self.query(query, data) + for row in rows: + # Convert values from sint64 to uint64 + convert_sint64_values_in_dict_to_uint64( + row, ["run_id", "producer_node_id", "consumer_node_id"] + ) + result = [dict_to_task_ins(row) for row in rows] return result @@ -354,6 +375,12 @@ def store_task_res(self, task_res: TaskRes) -> Optional[UUID]: # Store TaskIns task_res.task_id = str(task_id) data = (task_res_to_dict(task_res),) + + # Convert values from uint64 to sint64 for SQLite + convert_uint64_values_in_dict_to_sint64( + data[0], ["run_id", "producer_node_id", "consumer_node_id"] + ) + columns = ", ".join([f":{key}" for key in data[0]]) query = f"INSERT INTO task_res VALUES({columns});" @@ -431,6 +458,12 @@ def get_task_res(self, task_ids: set[UUID], limit: Optional[int]) -> list[TaskRe # Run query rows = self.query(query, data) + for row in rows: + # Convert values from sint64 to uint64 + convert_sint64_values_in_dict_to_uint64( + row, ["run_id", "producer_node_id", "consumer_node_id"] + ) + result = [dict_to_task_res(row) for row in rows] # 1. Query: Fetch consumer_node_id of remaining task_ids @@ -474,6 +507,13 @@ def get_task_res(self, task_ids: set[UUID], limit: Optional[int]) -> list[TaskRe for row in task_ins_rows: if limit and len(result) == limit: break + + for row in rows: + # Convert values from sint64 to uint64 + convert_sint64_values_in_dict_to_uint64( + row, ["run_id", "producer_node_id", "consumer_node_id"] + ) + task_ins = dict_to_task_ins(row) err_taskres = make_node_unavailable_taskres( ref_taskins=task_ins, @@ -544,8 +584,11 @@ def create_node( self, ping_interval: float, public_key: Optional[bytes] = None ) -> int: """Create, store in state, and return `node_id`.""" - # Sample a random int64 as node_id - node_id = generate_rand_int_from_bytes(NODE_ID_NUM_BYTES) + # Sample a random uint64 as node_id + uint64_node_id = generate_rand_int_from_bytes(NODE_ID_NUM_BYTES) + + # Convert the uint64 value to sint64 for SQLite + sint64_node_id = convert_uint64_to_sint64(uint64_node_id) query = "SELECT node_id FROM node WHERE public_key = :public_key;" row = self.query(query, {"public_key": public_key}) @@ -562,17 +605,28 @@ def create_node( try: self.query( - query, (node_id, time.time() + ping_interval, ping_interval, public_key) + query, + ( + sint64_node_id, + time.time() + ping_interval, + ping_interval, + public_key, + ), ) except sqlite3.IntegrityError: log(ERROR, "Unexpected node registration failure.") return 0 - return node_id + + # Note: we need to return the uint64 value of the node_id + return uint64_node_id def delete_node(self, node_id: int, public_key: Optional[bytes] = None) -> None: """Delete a node.""" + # Convert the uint64 value to sint64 for SQLite + sint64_node_id = convert_uint64_to_sint64(node_id) + query = "DELETE FROM node WHERE node_id = ?" - params = (node_id,) + params = (sint64_node_id,) if public_key is not None: query += " AND public_key = ?" @@ -597,15 +651,20 @@ def get_nodes(self, run_id: int) -> set[int]: If the provided `run_id` does not exist or has no matching nodes, an empty `Set` MUST be returned. """ + # Convert the uint64 value to sint64 for SQLite + sint64_run_id = convert_uint64_to_sint64(run_id) + # Validate run ID query = "SELECT COUNT(*) FROM run WHERE run_id = ?;" - if self.query(query, (run_id,))[0]["COUNT(*)"] == 0: + if self.query(query, (sint64_run_id,))[0]["COUNT(*)"] == 0: return set() # Get nodes query = "SELECT node_id FROM node WHERE online_until > ?;" rows = self.query(query, (time.time(),)) - result: set[int] = {row["node_id"] for row in rows} + + # Convert sint64 node_ids to uint64 + result: set[int] = {convert_sint64_to_uint64(row["node_id"]) for row in rows} return result def get_node_id(self, node_public_key: bytes) -> Optional[int]: @@ -614,7 +673,11 @@ def get_node_id(self, node_public_key: bytes) -> Optional[int]: row = self.query(query, {"public_key": node_public_key}) if len(row) > 0: node_id: int = row[0]["node_id"] - return node_id + + # Convert the sint64 value to uint64 after reading from SQLite + uint64_node_id = convert_sint64_to_uint64(node_id) + + return uint64_node_id return None def create_run( @@ -626,12 +689,15 @@ def create_run( ) -> int: """Create a new run for the specified `fab_id` and `fab_version`.""" # Sample a random int64 as run_id - run_id = generate_rand_int_from_bytes(RUN_ID_NUM_BYTES) + uint64_run_id = generate_rand_int_from_bytes(RUN_ID_NUM_BYTES) + + # Convert the uint64 value to sint64 for SQLite + sint64_run_id = convert_uint64_to_sint64(uint64_run_id) # Check conflicts query = "SELECT COUNT(*) FROM run WHERE run_id = ?;" - # If run_id does not exist - if self.query(query, (run_id,))[0]["COUNT(*)"] == 0: + # If sint64_run_id does not exist + if self.query(query, (sint64_run_id,))[0]["COUNT(*)"] == 0: query = ( "INSERT INTO run " "(run_id, fab_id, fab_version, fab_hash, override_config)" @@ -639,14 +705,22 @@ def create_run( ) if fab_hash: self.query( - query, (run_id, "", "", fab_hash, json.dumps(override_config)) + query, + (sint64_run_id, "", "", fab_hash, json.dumps(override_config)), ) else: self.query( query, - (run_id, fab_id, fab_version, "", json.dumps(override_config)), + ( + sint64_run_id, + fab_id, + fab_version, + "", + json.dumps(override_config), + ), ) - return run_id + # Note: we need to return the uint64 value of the run_id + return uint64_run_id log(ERROR, "Unexpected run creation failure.") return 0 @@ -705,11 +779,13 @@ def get_node_public_keys(self) -> set[bytes]: def get_run(self, run_id: int) -> Optional[Run]: """Retrieve information about the run with the specified `run_id`.""" + # Convert the uint64 value to sint64 for SQLite + sint64_run_id = convert_uint64_to_sint64(run_id) query = "SELECT * FROM run WHERE run_id = ?;" try: - row = self.query(query, (run_id,))[0] + row = self.query(query, (sint64_run_id,))[0] return Run( - run_id=run_id, + run_id=convert_sint64_to_uint64(row["run_id"]), fab_id=row["fab_id"], fab_version=row["fab_version"], fab_hash=row["fab_hash"], @@ -721,10 +797,14 @@ def get_run(self, run_id: int) -> Optional[Run]: def acknowledge_ping(self, node_id: int, ping_interval: float) -> bool: """Acknowledge a ping received from a node, serving as a heartbeat.""" + sint64_node_id = convert_uint64_to_sint64(node_id) + # Update `online_until` and `ping_interval` for the given `node_id` query = "UPDATE node SET online_until = ?, ping_interval = ? WHERE node_id = ?;" try: - self.query(query, (time.time() + ping_interval, ping_interval, node_id)) + self.query( + query, (time.time() + ping_interval, ping_interval, sint64_node_id) + ) return True except sqlite3.IntegrityError: log(ERROR, "`node_id` does not exist.") diff --git a/src/py/flwr/server/superlink/state/utils.py b/src/py/flwr/server/superlink/state/utils.py index b12a87ac998d..00ba02d2e43b 100644 --- a/src/py/flwr/server/superlink/state/utils.py +++ b/src/py/flwr/server/superlink/state/utils.py @@ -33,8 +33,104 @@ def generate_rand_int_from_bytes(num_bytes: int) -> int: - """Generate a random `num_bytes` integer.""" - return int.from_bytes(urandom(num_bytes), "little", signed=True) + """Generate a random unsigned integer from `num_bytes` bytes.""" + return int.from_bytes(urandom(num_bytes), "little", signed=False) + + +def convert_uint64_to_sint64(u: int) -> int: + """Convert a uint64 value to a sint64 value with the same bit sequence. + + Parameters + ---------- + u : int + The unsigned 64-bit integer to convert. + + Returns + ------- + int + The signed 64-bit integer equivalent. + + The signed 64-bit integer will have the same bit pattern as the + unsigned 64-bit integer but may have a different decimal value. + + For numbers within the range [0, `sint64` max value], the decimal + value remains the same. However, for numbers greater than the `sint64` + max value, the decimal value will differ due to the wraparound caused + by the sign bit. + """ + if u >= (1 << 63): + return u - (1 << 64) + return u + + +def convert_sint64_to_uint64(s: int) -> int: + """Convert a sint64 value to a uint64 value with the same bit sequence. + + Parameters + ---------- + s : int + The signed 64-bit integer to convert. + + Returns + ------- + int + The unsigned 64-bit integer equivalent. + + The unsigned 64-bit integer will have the same bit pattern as the + signed 64-bit integer but may have a different decimal value. + + For negative `sint64` values, the conversion adds 2^64 to the + signed value to obtain the equivalent `uint64` value. For non-negative + `sint64` values, the decimal value remains unchanged in the `uint64` + representation. + """ + if s < 0: + return s + (1 << 64) + return s + + +def convert_uint64_values_in_dict_to_sint64( + data_dict: dict[str, int], keys: list[str] +) -> None: + """Convert uint64 values to sint64 in the given dictionary. + + Parameters + ---------- + data_dict : dict[str, int] + A dictionary where the values are integers to be converted. + keys : list[str] + A list of keys in the dictionary whose values need to be converted. + + Returns + ------- + None + This function does not return a value. It modifies `data_dict` in place. + """ + for key in keys: + if key in data_dict: + data_dict[key] = convert_uint64_to_sint64(data_dict[key]) + + +def convert_sint64_values_in_dict_to_uint64( + data_dict: dict[str, int], keys: list[str] +) -> None: + """Convert sint64 values to uint64 in the given dictionary. + + Parameters + ---------- + data_dict : dict[str, int] + A dictionary where the values are integers to be converted. + keys : list[str] + A list of keys in the dictionary whose values need to be converted. + + Returns + ------- + None + This function does not return a value. It modifies `data_dict` in place. + """ + for key in keys: + if key in data_dict: + data_dict[key] = convert_sint64_to_uint64(data_dict[key]) def make_node_unavailable_taskres(ref_taskins: TaskIns) -> TaskRes: diff --git a/src/py/flwr/server/superlink/state/utils_test.py b/src/py/flwr/server/superlink/state/utils_test.py new file mode 100644 index 000000000000..93e678ddd38a --- /dev/null +++ b/src/py/flwr/server/superlink/state/utils_test.py @@ -0,0 +1,92 @@ +# 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. +# ============================================================================== +"""Utils tests.""" + +import unittest + +from parameterized import parameterized + +from .utils import ( + convert_sint64_to_uint64, + convert_uint64_to_sint64, + generate_rand_int_from_bytes, +) + + +class UtilsTest(unittest.TestCase): + """Test utils code.""" + + @parameterized.expand( # type: ignore + [ + # Test values within the positive range of sint64 (below 2^63) + (0, 0), # Minimum positive value + (1, 1), # 1 remains 1 in both uint64 and sint64 + (2**62, 2**62), # Mid-range positive value + (2**63 - 1, 2**63 - 1), # Maximum positive value for sint64 + # Test values at or above 2^63 (become negative in sint64) + (2**63, -(2**63)), # Minimum negative value for sint64 + (2**63 + 1, -(2**63) + 1), # Slightly above the boundary + (9223372036854775811, -9223372036854775805), # Some value > sint64 max + (2**64 - 1, -1), # Maximum uint64 value becomes -1 in sint64 + ] + ) + def test_convert_uint64_to_sint64(self, before: int, after: int) -> None: + """Test conversion from uint64 to sint64.""" + self.assertEqual(convert_uint64_to_sint64(before), after) + + @parameterized.expand( # type: ignore + [ + # Test values within the negative range of sint64 + (-(2**63), 2**63), # Minimum sint64 value becomes 2^63 in uint64 + (-(2**63) + 1, 2**63 + 1), # Slightly above the minimum + (-9223372036854775805, 9223372036854775811), # Some value > sint64 max + # Test zero-adjacent inputs + (-1, 2**64 - 1), # -1 in sint64 becomes 2^64 - 1 in uint64 + (0, 0), # 0 remains 0 in both sint64 and uint64 + (1, 1), # 1 remains 1 in both sint64 and uint64 + # Test values within the positive range of sint64 + (2**63 - 1, 2**63 - 1), # Maximum positive value in sint64 + # Test boundary and maximum uint64 value + (2**63, 2**63), # Exact boundary value for sint64 + (2**64 - 1, 2**64 - 1), # Maximum uint64 value, stays the same + ] + ) + def test_sint64_to_uint64(self, before: int, after: int) -> None: + """Test conversion from sint64 to uint64.""" + self.assertEqual(convert_sint64_to_uint64(before), after) + + @parameterized.expand( # type: ignore + [ + (0), + (1), + (2**62), + (2**63 - 1), + (2**63), + (2**63 + 1), + (9223372036854775811), + (2**64 - 1), + ] + ) + def test_uint64_to_sint64_to_uint64(self, expected: int) -> None: + """Test conversion from sint64 to uint64.""" + actual = convert_sint64_to_uint64(convert_uint64_to_sint64(expected)) + self.assertEqual(expected, actual) + + def test_generate_rand_int_from_bytes_unsigned_int(self) -> None: + """Test that the generated integer is unsigned (non-negative).""" + for num_bytes in range(1, 9): + with self.subTest(num_bytes=num_bytes): + rand_int = generate_rand_int_from_bytes(num_bytes) + self.assertGreaterEqual(rand_int, 0) From 89618b04ca6ac84303099014f8ee67697bdb9544 Mon Sep 17 00:00:00 2001 From: Chong Shen Ng Date: Wed, 18 Sep 2024 18:25:20 +0100 Subject: [PATCH 14/32] docs(framework) Update Quickstart Tutorial documentation for TensorFlow with `flwr run` (#3338) Co-authored-by: Javier Co-authored-by: Charles Beauville --- doc/source/tutorial-quickstart-tensorflow.rst | 452 ++++++++++++------ 1 file changed, 294 insertions(+), 158 deletions(-) diff --git a/doc/source/tutorial-quickstart-tensorflow.rst b/doc/source/tutorial-quickstart-tensorflow.rst index bd63eb461d21..ffcd9efeb9bc 100644 --- a/doc/source/tutorial-quickstart-tensorflow.rst +++ b/doc/source/tutorial-quickstart-tensorflow.rst @@ -1,171 +1,307 @@ .. _quickstart-tensorflow: +####################### + Quickstart TensorFlow +####################### + +In this tutorial we will learn how to train a Convolutional Neural +Network on CIFAR-10 using the Flower framework and TensorFlow. First of +all, it is recommended to create a virtual environment and run +everything within a :doc:`virtualenv +`. + +Let's use `flwr new` to create a complete Flower+TensorFlow project. It +will generate all the files needed to run, by default with the Flower +Simulation Engine, a federation of 10 nodes using `FedAvg +`_. +The dataset will be partitioned using Flower Dataset's `IidPartitioner +`_. + +Now that we have a rough idea of what this example is about, let's get +started. First, install Flower in your new environment: + +.. code:: shell + + # In a new Python environment + $ pip install flwr + +Then, run the command below. You will be prompted to select one of the +available templates (choose ``TensorFlow``), give a name to your +project, and type in your developer name: + +.. code:: shell + + $ flwr new + +After running it you'll notice a new directory with your project name +has been created. It should have the following structure: + +.. code:: shell + + + ├── + │ ├── __init__.py + │ ├── client_app.py # Defines your ClientApp + │ ├── server_app.py # Defines your ServerApp + │ └── task.py # Defines your model, training and data loading + ├── pyproject.toml # Project metadata like dependencies and configs + └── README.md + +If you haven't yet installed the project and its dependencies, you can +do so by: + +.. code:: shell + + # From the directory where your pyproject.toml is + $ pip install -e . + +To run the project, do: + +.. code:: shell + + # Run with default arguments + $ flwr run . + +With default arguments you will see an output like this one: + +.. code:: shell + + Loading project configuration... + Success + INFO : Starting Flower ServerApp, config: num_rounds=3, no round_timeout + INFO : + INFO : [INIT] + INFO : Using initial global parameters provided by strategy + INFO : Starting evaluation of initial global parameters + INFO : Evaluation returned no results (`None`) + INFO : + INFO : [ROUND 1] + INFO : configure_fit: strategy sampled 10 clients (out of 10) + INFO : aggregate_fit: received 10 results and 0 failures + WARNING : No fit_metrics_aggregation_fn provided + INFO : configure_evaluate: strategy sampled 10 clients (out of 10) + INFO : aggregate_evaluate: received 10 results and 0 failures + WARNING : No evaluate_metrics_aggregation_fn provided + INFO : + INFO : [ROUND 2] + INFO : configure_fit: strategy sampled 10 clients (out of 10) + INFO : aggregate_fit: received 10 results and 0 failures + INFO : configure_evaluate: strategy sampled 10 clients (out of 10) + INFO : aggregate_evaluate: received 10 results and 0 failures + INFO : + INFO : [ROUND 3] + INFO : configure_fit: strategy sampled 10 clients (out of 10) + INFO : aggregate_fit: received 10 results and 0 failures + INFO : configure_evaluate: strategy sampled 10 clients (out of 10) + INFO : aggregate_evaluate: received 10 results and 0 failures + INFO : + INFO : [SUMMARY] + INFO : Run finished 3 round(s) in 31.31s + INFO : History (loss, distributed): + INFO : round 1: 1.9066195368766785 + INFO : round 2: 1.657227087020874 + INFO : round 3: 1.559039831161499 + INFO : + +You can also override the parameters defined in the +``[tool.flwr.app.config]`` section in ``pyproject.toml`` like this: + +.. code:: shell + + # Override some arguments + $ flwr run . --run-config "num-server-rounds=5 batch-size=16" + +********** + The Data +********** + +This tutorial uses `Flower Datasets `_ +to easily download and partition the `CIFAR-10` dataset. In this example +you'll make use of the `IidPartitioner +`_ +to generate `num_partitions` partitions. You can choose `other +partitioners +`_ +available in Flower Datasets. Each ``ClientApp`` will call this function +to create the ``NumPy`` arrays that correspond to their data partition. + +.. code:: python + + partitioner = IidPartitioner(num_partitions=num_partitions) + fds = FederatedDataset( + dataset="uoft-cs/cifar10", + partitioners={"train": partitioner}, + ) + partition = fds.load_partition(partition_id, "train") + partition.set_format("numpy") + + # Divide data on each node: 80% train, 20% test + partition = partition.train_test_split(test_size=0.2) + x_train, y_train = partition["train"]["img"] / 255.0, partition["train"]["label"] + x_test, y_test = partition["test"]["img"] / 255.0, partition["test"]["label"] + +*********** + The Model +*********** + +Next, we need a model. We defined a simple Convolutional Neural Network +(CNN), but feel free to replace it with a more sophisticated model if +you'd like: + +.. code:: python + + def load_model(learning_rate: float = 0.001): + # Define a simple CNN for CIFAR-10 and set Adam optimizer + model = keras.Sequential( + [ + keras.Input(shape=(32, 32, 3)), + layers.Conv2D(32, kernel_size=(3, 3), activation="relu"), + layers.MaxPooling2D(pool_size=(2, 2)), + layers.Conv2D(64, kernel_size=(3, 3), activation="relu"), + layers.MaxPooling2D(pool_size=(2, 2)), + layers.Flatten(), + layers.Dropout(0.5), + layers.Dense(10, activation="softmax"), + ] + ) + model.compile( + "adam", + loss="sparse_categorical_crossentropy", + metrics=["accuracy"], + ) + return model + +*************** + The ClientApp +*************** + +With `TensorFlow`, we can use the built-in ``get_weights()`` and +``set_weights()`` functions, which simplifies the implementation with +`Flower`. The rest of the functionality in the ClientApp is directly +inspired by the centralized case. The ``fit()`` method in the client +trains the model using the local dataset. Similarly, the ``evaluate()`` +method is used to evaluate the model received on a held-out validation +set that the client might have: + +.. code:: python + + class FlowerClient(NumPyClient): + def __init__(self, model, data, epochs, batch_size, verbose): + self.model = model + self.x_train, self.y_train, self.x_test, self.y_test = data + self.epochs = epochs + self.batch_size = batch_size + self.verbose = verbose + + def fit(self, parameters, config): + self.model.set_weights(parameters) + self.model.fit( + self.x_train, + self.y_train, + epochs=self.epochs, + batch_size=self.batch_size, + verbose=self.verbose, + ) + return self.model.get_weights(), len(self.x_train), {} + + def evaluate(self, parameters, config): + self.model.set_weights(parameters) + loss, accuracy = self.model.evaluate(self.x_test, self.y_test, verbose=0) + return loss, len(self.x_test), {"accuracy": accuracy} + +Finally, we can construct a ``ClientApp`` using the ``FlowerClient`` +defined above by means of a ``client_fn()`` callback. Note that the +`context` enables you to get access to hyperparameters defined in your +``pyproject.toml`` to configure the run. For example, in this tutorial +we access the `local-epochs` setting to control the number of epochs a +``ClientApp`` will perform when running the ``fit()`` method, in +addition to `batch-size`. You could define additional hyperparameters in +``pyproject.toml`` and access them here. + +.. code:: python + + def client_fn(context: Context): + # Load model and data + net = load_model() + + partition_id = context.node_config["partition-id"] + num_partitions = context.node_config["num-partitions"] + data = load_data(partition_id, num_partitions) + epochs = context.run_config["local-epochs"] + batch_size = context.run_config["batch-size"] + verbose = context.run_config.get("verbose") + + # Return Client instance + return FlowerClient( + net, data, epochs, batch_size, verbose + ).to_client() + + + # Flower ClientApp + app = ClientApp(client_fn=client_fn) + +*************** + The ServerApp +*************** + +To construct a ``ServerApp`` we define a ``server_fn()`` callback with +an identical signature to that of ``client_fn()`` but the return type is +`ServerAppComponents +`_ +as opposed to a `Client +`_. +In this example we use the `FedAvg`. To it we pass a randomly +initialized model that will serve as the global model to federate. + +.. code:: python + + def server_fn(context: Context): + # Read from config + num_rounds = context.run_config["num-server-rounds"] + + # Get parameters to initialize global model + parameters = ndarrays_to_parameters(load_model().get_weights()) + + # Define strategy + strategy = strategy = FedAvg( + fraction_fit=1.0, + fraction_evaluate=1.0, + min_available_clients=2, + initial_parameters=parameters, + ) + config = ServerConfig(num_rounds=num_rounds) + + return ServerAppComponents(strategy=strategy, config=config) + + # Create ServerApp + app = ServerApp(server_fn=server_fn) -Quickstart TensorFlow -===================== - -.. meta:: - :description: Check out this Federated Learning quickstart tutorial for using Flower with TensorFlow to train a MobilNetV2 model on CIFAR-10. - -.. youtube:: FGTc2TQq7VM - :width: 100% - -Let's build a federated learning system in less than 20 lines of code! - -Before Flower can be imported we have to install it: - -.. code-block:: shell - - $ pip install flwr - -Since we want to use the Keras API of TensorFlow (TF), we have to install TF as well: - -.. code-block:: shell - - $ pip install tensorflow - - -Flower Client -------------- - -Next, in a file called :code:`client.py`, import Flower and TensorFlow: - -.. code-block:: python - - import flwr as fl - import tensorflow as tf - -We use the Keras utilities of TF to load CIFAR10, a popular colored image classification -dataset for machine learning. The call to -:code:`tf.keras.datasets.cifar10.load_data()` downloads CIFAR10, caches it locally, -and then returns the entire training and test set as NumPy ndarrays. - -.. code-block:: python - - (x_train, y_train), (x_test, y_test) = tf.keras.datasets.cifar10.load_data() - -Next, we need a model. For the purpose of this tutorial, we use MobilNetV2 with 10 output classes: - -.. code-block:: python - - model = tf.keras.applications.MobileNetV2((32, 32, 3), classes=10, weights=None) - model.compile("adam", "sparse_categorical_crossentropy", metrics=["accuracy"]) - -The Flower server interacts with clients through an interface called -:code:`Client`. When the server selects a particular client for training, it -sends training instructions over the network. The client receives those -instructions and calls one of the :code:`Client` methods to run your code -(i.e., to train the neural network we defined earlier). - -Flower provides a convenience class called :code:`NumPyClient` which makes it -easier to implement the :code:`Client` interface when your workload uses Keras. -The :code:`NumPyClient` interface defines three methods which can be -implemented in the following way: - -.. code-block:: python - - class CifarClient(fl.client.NumPyClient): - def get_parameters(self, config): - return model.get_weights() - - def fit(self, parameters, config): - model.set_weights(parameters) - model.fit(x_train, y_train, epochs=1, batch_size=32, steps_per_epoch=3) - return model.get_weights(), len(x_train), {} - - def evaluate(self, parameters, config): - model.set_weights(parameters) - loss, accuracy = model.evaluate(x_test, y_test) - return loss, len(x_test), {"accuracy": float(accuracy)} - - -We can now create an instance of our class :code:`CifarClient` and add one line -to actually run this client: - -.. code-block:: python - - fl.client.start_client(server_address="[::]:8080", client=CifarClient().to_client()) - - -That's it for the client. We only have to implement :code:`Client` or -:code:`NumPyClient` and call :code:`fl.client.start_client()`. If you implement a client of type :code:`NumPyClient` you'll need to first call its :code:`to_client()` method. The string :code:`"[::]:8080"` tells the client which server to connect to. In our case we can run the server and the client on the same machine, therefore we use -:code:`"[::]:8080"`. If we run a truly federated workload with the server and -clients running on different machines, all that needs to change is the -:code:`server_address` we point the client at. - - -Flower Server -------------- - -For simple workloads we can start a Flower server and leave all the -configuration possibilities at their default values. In a file named -:code:`server.py`, import Flower and start the server: - -.. code-block:: python - - import flwr as fl - - fl.server.start_server(config=fl.server.ServerConfig(num_rounds=3)) - - -Train the model, federated! ---------------------------- - -With both client and server ready, we can now run everything and see federated -learning in action. FL systems usually have a server and multiple clients. We -therefore have to start the server first: - -.. code-block:: shell - - $ python server.py - -Once the server is running we can start the clients in different terminals. -Open a new terminal and start the first client: +Congratulations! You've successfully built and run your first federated +learning system. -.. code-block:: shell +.. note:: - $ python client.py + Check the source code of the extended version of this tutorial in + |quickstart_tf_link|_ in the Flower GitHub repository. -Open another terminal and start the second client: +.. |quickstart_tf_link| replace:: -.. code-block:: shell + :code:`examples/quickstart-tensorflow` - $ python client.py +.. _quickstart_tf_link: https://github.com/adap/flower/blob/main/examples/quickstart-tensorflow -Each client will have its own dataset. +**************** + Video tutorial +**************** -You should now see how the training does in the very first terminal (the one -that started the server): +.. note:: -.. code-block:: shell + The video shown below shows how to setup a TensorFlow + Flower + project using our previously recommended APIs. A new video tutorial + will be released that shows the new APIs (as the content above does) - INFO flower 2021-02-25 14:15:46,741 | app.py:76 | Flower server running (insecure, 3 rounds) - INFO flower 2021-02-25 14:15:46,742 | server.py:72 | Getting initial parameters - INFO flower 2021-02-25 14:16:01,770 | server.py:74 | Evaluating initial parameters - INFO flower 2021-02-25 14:16:01,770 | server.py:87 | [TIME] FL starting - DEBUG flower 2021-02-25 14:16:12,341 | server.py:165 | fit_round: strategy sampled 2 clients (out of 2) - DEBUG flower 2021-02-25 14:21:17,235 | server.py:177 | fit_round received 2 results and 0 failures - DEBUG flower 2021-02-25 14:21:17,512 | server.py:139 | evaluate: strategy sampled 2 clients - DEBUG flower 2021-02-25 14:21:29,628 | server.py:149 | evaluate received 2 results and 0 failures - DEBUG flower 2021-02-25 14:21:29,696 | server.py:165 | fit_round: strategy sampled 2 clients (out of 2) - DEBUG flower 2021-02-25 14:25:59,917 | server.py:177 | fit_round received 2 results and 0 failures - DEBUG flower 2021-02-25 14:26:00,227 | server.py:139 | evaluate: strategy sampled 2 clients - DEBUG flower 2021-02-25 14:26:11,457 | server.py:149 | evaluate received 2 results and 0 failures - DEBUG flower 2021-02-25 14:26:11,530 | server.py:165 | fit_round: strategy sampled 2 clients (out of 2) - DEBUG flower 2021-02-25 14:30:43,389 | server.py:177 | fit_round received 2 results and 0 failures - DEBUG flower 2021-02-25 14:30:43,630 | server.py:139 | evaluate: strategy sampled 2 clients - DEBUG flower 2021-02-25 14:30:53,384 | server.py:149 | evaluate received 2 results and 0 failures - INFO flower 2021-02-25 14:30:53,384 | server.py:122 | [TIME] FL finished in 891.6143046000007 - INFO flower 2021-02-25 14:30:53,385 | app.py:109 | app_fit: losses_distributed [(1, 2.3196680545806885), (2, 2.3202896118164062), (3, 2.1818180084228516)] - INFO flower 2021-02-25 14:30:53,385 | app.py:110 | app_fit: accuracies_distributed [] - INFO flower 2021-02-25 14:30:53,385 | app.py:111 | app_fit: losses_centralized [] - INFO flower 2021-02-25 14:30:53,385 | app.py:112 | app_fit: accuracies_centralized [] - DEBUG flower 2021-02-25 14:30:53,442 | server.py:139 | evaluate: strategy sampled 2 clients - DEBUG flower 2021-02-25 14:31:02,848 | server.py:149 | evaluate received 2 results and 0 failures - INFO flower 2021-02-25 14:31:02,848 | app.py:121 | app_evaluate: federated loss: 2.1818180084228516 - INFO flower 2021-02-25 14:31:02,848 | app.py:125 | app_evaluate: results [('ipv4:127.0.0.1:57158', EvaluateRes(loss=2.1818180084228516, num_examples=10000, accuracy=0.0, metrics={'accuracy': 0.21610000729560852})), ('ipv4:127.0.0.1:57160', EvaluateRes(loss=2.1818180084228516, num_examples=10000, accuracy=0.0, metrics={'accuracy': 0.21610000729560852}))] - INFO flower 2021-02-25 14:31:02,848 | app.py:127 | app_evaluate: failures [] flower 2020-07-15 10:07:56,396 | app.py:77 | app_evaluate: failures [] +.. meta:: + :description: Check out this Federated Learning quickstart tutorial for using Flower with TensorFlow to train a CNN model on CIFAR-10. -Congratulations! You've successfully built and run your first federated -learning system. The full `source code `_ for this can be found in -:code:`examples/quickstart-tensorflow/client.py`. +.. youtube:: FGTc2TQq7VM + :width: 100% From 87712d46ad6cd4256571b83803d12721d56580fb Mon Sep 17 00:00:00 2001 From: Chong Shen Ng Date: Wed, 18 Sep 2024 18:32:42 +0100 Subject: [PATCH 15/32] docs(framework) Update quickstart tutorial documentation for Hugging Face with `flwr run` (#3341) Co-authored-by: Javier --- .../tutorial-quickstart-huggingface.rst | 634 ++++++++++++------ 1 file changed, 421 insertions(+), 213 deletions(-) diff --git a/doc/source/tutorial-quickstart-huggingface.rst b/doc/source/tutorial-quickstart-huggingface.rst index 7d8128230901..e5caa3b19dd6 100644 --- a/doc/source/tutorial-quickstart-huggingface.rst +++ b/doc/source/tutorial-quickstart-huggingface.rst @@ -1,229 +1,437 @@ .. _quickstart-huggingface: +########################### + Quickstart 🤗 Transformers +########################### + +In this federated learning tutorial we will learn how to train a large +language model (LLM) on the `IMDB +`_ dataset using +Flower and the 🤗 Hugging Face Transformers library. It is recommended to +create a virtual environment and run everything within a +:doc:`virtualenv `. + +Let's use ``flwr new`` to create a complete Flower+🤗 Hugging Face +project. It will generate all the files needed to run, by default with +the Flower Simulation Engine, a federation of 10 nodes using |fedavg|_ +The dataset will be partitioned using |flowerdatasets|_'s +|iidpartitioner|_. + +Now that we have a rough idea of what this example is about, let's get +started. First, install Flower in your new environment: + +.. code:: shell + + # In a new Python environment + $ pip install flwr + +Then, run the command below. You will be prompted to select one of the +available templates (choose ``HuggingFace``), give a name to your +project, and type in your developer name: + +.. code:: shell + + $ flwr new + +After running it you'll notice a new directory with your project name +has been created. It should have the following structure: + +.. code:: shell + + + ├── + │ ├── __init__.py + │ ├── client_app.py # Defines your ClientApp + │ ├── server_app.py # Defines your ServerApp + │ └── task.py # Defines your model, training and data loading + ├── pyproject.toml # Project metadata like dependencies and configs + └── README.md + +If you haven't yet installed the project and its dependencies, you can +do so by: + +.. code:: shell + + # From the directory where your pyproject.toml is + $ pip install -e . + +To run the project, do: + +.. code:: shell + + # Run with default arguments + $ flwr run . + +With default arguments you will see an output like this one: + +.. code:: shell + + Loading project configuration... + Success + INFO : Starting Flower ServerApp, config: num_rounds=3, no round_timeout + INFO : + INFO : [INIT] + INFO : Using initial global parameters provided by strategy + INFO : Starting evaluation of initial global parameters + INFO : Evaluation returned no results (`None`) + INFO : + INFO : [ROUND 1] + INFO : configure_fit: strategy sampled 2 clients (out of 10) + INFO : aggregate_fit: received 2 results and 0 failures + WARNING : No fit_metrics_aggregation_fn provided + INFO : configure_evaluate: strategy sampled 10 clients (out of 10) + INFO : aggregate_evaluate: received 10 results and 0 failures + WARNING : No evaluate_metrics_aggregation_fn provided + INFO : + INFO : [ROUND 2] + INFO : configure_fit: strategy sampled 5 clients (out of 10) + INFO : aggregate_fit: received 5 results and 0 failures + INFO : configure_evaluate: strategy sampled 10 clients (out of 10) + INFO : aggregate_evaluate: received 10 results and 0 failures + INFO : + INFO : [ROUND 3] + INFO : configure_fit: strategy sampled 5 clients (out of 10) + INFO : aggregate_fit: received 5 results and 0 failures + INFO : configure_evaluate: strategy sampled 10 clients (out of 10) + INFO : aggregate_evaluate: received 10 results and 0 failures + INFO : + INFO : [SUMMARY] + INFO : Run finished 3 round(s) in 249.11s + INFO : History (loss, distributed): + INFO : round 1: 0.02111011856794357 + INFO : round 2: 0.019722302150726317 + INFO : round 3: 0.018227258533239362 + INFO : + +You can also run the project with GPU as follows: + +.. code:: shell + + # Run with default arguments + $ flwr run . localhost-gpu + +This will use the default arguments where each ``ClientApp`` will use 2 +CPUs and at most 4 ``ClientApp``\s will run in a given GPU. + +You can also override the parameters defined in the +``[tool.flwr.app.config]`` section in ``pyproject.toml`` like this: + +.. code:: shell + + # Override some arguments + $ flwr run . --run-config "num-server-rounds=5 fraction-fit=0.2" + +What follows is an explanation of each component in the project you just +created: dataset partition, the model, defining the ``ClientApp`` and +defining the ``ServerApp``. + +********** + The Data +********** + +This tutorial uses |flowerdatasets|_ to easily download and partition +the `IMDB `_ dataset. +In this example you'll make use of the |iidpartitioner|_ to generate +``num_partitions`` partitions. You can choose |otherpartitioners|_ +available in Flower Datasets. To tokenize the text, we will also load +the tokenizer from the pre-trained Transformer model that we'll use +during training - more on that in the next section. Each ``ClientApp`` +will call this function to create dataloaders with the data that +correspond to their data partition. + +.. code:: python + + partitioner = IidPartitioner(num_partitions=num_partitions) + fds = FederatedDataset( + dataset="stanfordnlp/imdb", + partitioners={"train": partitioner}, + ) + partition = fds.load_partition(partition_id) + # Divide data: 80% train, 20% test + partition_train_test = partition.train_test_split(test_size=0.2, seed=42) + + tokenizer = AutoTokenizer.from_pretrained(model_name) + + def tokenize_function(examples): + return tokenizer( + examples["text"], truncation=True, add_special_tokens=True, max_length=512 + ) + + partition_train_test = partition_train_test.map(tokenize_function, batched=True) + partition_train_test = partition_train_test.remove_columns("text") + partition_train_test = partition_train_test.rename_column("label", "labels") + + data_collator = DataCollatorWithPadding(tokenizer=tokenizer) + trainloader = DataLoader( + partition_train_test["train"], + shuffle=True, + batch_size=32, + collate_fn=data_collator, + ) + + testloader = DataLoader( + partition_train_test["test"], batch_size=32, collate_fn=data_collator + ) + +*********** + The Model +*********** + +We will leverage 🤗 Hugging Face to federate the training of language +models over multiple clients using Flower. More specifically, we will +fine-tune a pre-trained Transformer model (|berttiny|_) for sequence +classification over the dataset of IMDB ratings. The end goal is to +detect if a movie rating is positive or negative. If you have access to +larger GPUs, feel free to use larger models! + +.. code:: python + + net = AutoModelForSequenceClassification.from_pretrained( + model_name, num_labels=num_labels + ) + +Note that here, ``model_name`` is a string that will be loaded from the +``Context`` in the ClientApp and ServerApp. + +In addition to loading the pretrained model weights and architecture, we +also include two utility functions to perform both training (i.e. +``train()``) and evaluation (i.e. ``test()``) using the above model. +These functions should look fairly familiar if you have some prior +experience with PyTorch. Note these functions do not have anything +specific to Flower. That being said, the training function will normally +be called, as we'll see later, from a Flower client passing its own +data. In summary, your clients can use standard training/testing +functions to perform local training or evaluation: + +.. code:: python + + def train(net, trainloader, epochs, device): + optimizer = AdamW(net.parameters(), lr=5e-5) + net.train() + for _ in range(epochs): + for batch in trainloader: + batch = {k: v.to(device) for k, v in batch.items()} + outputs = net(**batch) + loss = outputs.loss + loss.backward() + optimizer.step() + optimizer.zero_grad() + + + def test(net, testloader, device): + metric = load_metric("accuracy") + loss = 0 + net.eval() + for batch in testloader: + batch = {k: v.to(device) for k, v in batch.items()} + with torch.no_grad(): + outputs = net(**batch) + logits = outputs.logits + loss += outputs.loss.item() + predictions = torch.argmax(logits, dim=-1) + metric.add_batch(predictions=predictions, references=batch["labels"]) + loss /= len(testloader.dataset) + accuracy = metric.compute()["accuracy"] + return loss, accuracy + +*************** + The ClientApp +*************** + +The main changes we have to make to use 🤗 Hugging Face with Flower will +be found in the ``get_weights()`` and ``set_weights()`` functions. Under +the hood, the ``transformers`` library uses PyTorch, which means we can +reuse the ``get_weights()`` and ``set_weights()`` code that we defined +in the :doc:`Quickstart PyTorch ` tutorial. +As a reminder, in ``get_weights()``, PyTorch model parameters are +extracted and represented as a list of NumPy arrays. The +``set_weights()`` function that's the opposite: given a list of NumPy +arrays it applies them to an existing PyTorch model. Doing this in +fairly easy in PyTorch. + +.. note:: + + The specific implementation of ``get_weights()`` and + ``set_weights()`` depends on the type of models you use. The ones + shown below work for a wide range of PyTorch models but you might + need to adjust them if you have more exotic model architectures. + +.. code:: python + + def get_weights(net): + return [val.cpu().numpy() for _, val in net.state_dict().items()] + + def set_weights(net, parameters): + params_dict = zip(net.state_dict().keys(), parameters) + state_dict = OrderedDict({k: torch.tensor(v) for k, v in params_dict}) + net.load_state_dict(state_dict, strict=True) + +The rest of the functionality is directly inspired by the centralized +case. The ``fit()`` method in the client trains the model using the +local dataset. Similarly, the ``evaluate()`` method is used to evaluate +the model received on a held-out validation set that the client might +have: + +.. code:: python + + class FlowerClient(NumPyClient): + def __init__(self, net, trainloader, testloader, local_epochs): + self.net = net + self.trainloader = trainloader + self.testloader = testloader + self.local_epochs = local_epochs + self.device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu") + self.net.to(self.device) + + def fit(self, parameters, config): + set_weights(self.net, parameters) + train(self.net, self.trainloader, epochs=self.local_epochs, device=self.device) + return get_weights(self.net), len(self.trainloader), {} + + def evaluate(self, parameters, config): + set_weights(self.net, parameters) + loss, accuracy = test(self.net, self.testloader, self.device) + return float(loss), len(self.testloader), {"accuracy": accuracy} + +Finally, we can construct a ``ClientApp`` using the ``FlowerClient`` +defined above by means of a ``client_fn()`` callback. Note that the +`context` enables you to get access to hyperparemeters defined in your +``pyproject.toml`` to configure the run. In this tutorial we access the +``local-epochs`` setting to control the number of epochs a ``ClientApp`` +will perform when running the ``fit()`` method. You could define +additional hyperparameters in ``pyproject.toml`` and access them here. + +.. code:: python -Quickstart 🤗 Transformers -========================== + def client_fn(context: Context): -.. meta:: - :description: Check out this Federating Learning quickstart tutorial for using Flower with HuggingFace Transformers in order to fine-tune an LLM. - -Let's build a federated learning system using Hugging Face Transformers and Flower! - -We will leverage Hugging Face to federate the training of language models over multiple clients using Flower. -More specifically, we will fine-tune a pre-trained Transformer model (distilBERT) -for sequence classification over a dataset of IMDB ratings. -The end goal is to detect if a movie rating is positive or negative. - -Dependencies ------------- - -To follow along this tutorial you will need to install the following packages: -:code:`datasets`, :code:`evaluate`, :code:`flwr`, :code:`torch`, and :code:`transformers`. -This can be done using :code:`pip`: - -.. code-block:: shell - - $ pip install datasets evaluate flwr torch transformers - - -Standard Hugging Face workflow ------------------------------- - -Handling the data -^^^^^^^^^^^^^^^^^ - -To fetch the IMDB dataset, we will use Hugging Face's :code:`datasets` library. -We then need to tokenize the data and create :code:`PyTorch` dataloaders, -this is all done in the :code:`load_data` function: - -.. code-block:: python - - import random - import torch - from datasets import load_dataset - from torch.utils.data import DataLoader - from transformers import AutoTokenizer, DataCollatorWithPadding - - DEVICE = torch.device("cuda:0" if torch.cuda.is_available() else "cpu") - CHECKPOINT = "distilbert-base-uncased" - - def load_data(): - """Load IMDB data (training and eval)""" - raw_datasets = load_dataset("imdb") - raw_datasets = raw_datasets.shuffle(seed=42) - # remove unnecessary data split - del raw_datasets["unsupervised"] - tokenizer = AutoTokenizer.from_pretrained(CHECKPOINT) - def tokenize_function(examples): - return tokenizer(examples["text"], truncation=True) - # We will take a small sample in order to reduce the compute time, this is optional - train_population = random.sample(range(len(raw_datasets["train"])), 100) - test_population = random.sample(range(len(raw_datasets["test"])), 100) - tokenized_datasets = raw_datasets.map(tokenize_function, batched=True) - tokenized_datasets["train"] = tokenized_datasets["train"].select(train_population) - tokenized_datasets["test"] = tokenized_datasets["test"].select(test_population) - tokenized_datasets = tokenized_datasets.remove_columns("text") - tokenized_datasets = tokenized_datasets.rename_column("label", "labels") - data_collator = DataCollatorWithPadding(tokenizer=tokenizer) - trainloader = DataLoader( - tokenized_datasets["train"], - shuffle=True, - batch_size=32, - collate_fn=data_collator, - ) - testloader = DataLoader( - tokenized_datasets["test"], batch_size=32, collate_fn=data_collator - ) - return trainloader, testloader - - -Training and testing the model -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -Once we have a way of creating our trainloader and testloader, -we can take care of the training and testing. -This is very similar to any :code:`PyTorch` training or testing loop: - -.. code-block:: python - - from evaluate import load as load_metric - from transformers import AdamW - - def train(net, trainloader, epochs): - optimizer = AdamW(net.parameters(), lr=5e-5) - net.train() - for _ in range(epochs): - for batch in trainloader: - batch = {k: v.to(DEVICE) for k, v in batch.items()} - outputs = net(**batch) - loss = outputs.loss - loss.backward() - optimizer.step() - optimizer.zero_grad() - def test(net, testloader): - metric = load_metric("accuracy") - loss = 0 - net.eval() - for batch in testloader: - batch = {k: v.to(DEVICE) for k, v in batch.items()} - with torch.no_grad(): - outputs = net(**batch) - logits = outputs.logits - loss += outputs.loss.item() - predictions = torch.argmax(logits, dim=-1) - metric.add_batch(predictions=predictions, references=batch["labels"]) - loss /= len(testloader.dataset) - accuracy = metric.compute()["accuracy"] - return loss, accuracy - - -Creating the model itself -^^^^^^^^^^^^^^^^^^^^^^^^^ - -To create the model itself, -we will just load the pre-trained distillBERT model using Hugging Face’s :code:`AutoModelForSequenceClassification` : - -.. code-block:: python - - from transformers import AutoModelForSequenceClassification - - net = AutoModelForSequenceClassification.from_pretrained( - CHECKPOINT, num_labels=2 - ).to(DEVICE) - - -Federating the example ----------------------- - -Creating the IMDBClient -^^^^^^^^^^^^^^^^^^^^^^^ - -To federate our example to multiple clients, -we first need to write our Flower client class (inheriting from :code:`flwr.client.NumPyClient`). -This is very easy, as our model is a standard :code:`PyTorch` model: - -.. code-block:: python - - from collections import OrderedDict - import flwr as fl - - class IMDBClient(fl.client.NumPyClient): - def get_parameters(self, config): - return [val.cpu().numpy() for _, val in net.state_dict().items()] - def set_parameters(self, parameters): - params_dict = zip(net.state_dict().keys(), parameters) - state_dict = OrderedDict({k: torch.Tensor(v) for k, v in params_dict}) - net.load_state_dict(state_dict, strict=True) - def fit(self, parameters, config): - self.set_parameters(parameters) - print("Training Started...") - train(net, trainloader, epochs=1) - print("Training Finished.") - return self.get_parameters(config={}), len(trainloader), {} - def evaluate(self, parameters, config): - self.set_parameters(parameters) - loss, accuracy = test(net, testloader) - return float(loss), len(testloader), {"accuracy": float(accuracy)} - - -The :code:`get_parameters` function lets the server get the client's parameters. -Inversely, the :code:`set_parameters` function allows the server to send its parameters to the client. -Finally, the :code:`fit` function trains the model locally for the client, -and the :code:`evaluate` function tests the model locally and returns the relevant metrics. - -Starting the server -^^^^^^^^^^^^^^^^^^^ + # Get this client's dataset partition + partition_id = context.node_config["partition-id"] + num_partitions = context.node_config["num-partitions"] + model_name = context.run_config["model-name"] + trainloader, valloader = load_data(partition_id, num_partitions, model_name) + + # Load model + num_labels = context.run_config["num-labels"] + net = AutoModelForSequenceClassification.from_pretrained( + model_name, num_labels=num_labels + ) + + local_epochs = context.run_config["local-epochs"] + + # Return Client instance + return FlowerClient(net, trainloader, valloader, local_epochs).to_client() + + # Flower ClientApp + app = ClientApp(client_fn) + +*************** + The ServerApp +*************** + +To construct a ``ServerApp`` we define a ``server_fn()`` callback with +an identical signature to that of ``client_fn()`` but the return type is +|serverappcomponents|_ as opposed to a |client|_ In this example we use +the `FedAvg` strategy. To it we pass a randomly initialized model that +will server as the global model to federated. Note that the value of +``fraction_fit`` is read from the run config. You can find the default +value defined in the ``pyproject.toml``. + +.. code:: python + + def server_fn(context: Context): + # Read from config + num_rounds = context.run_config["num-server-rounds"] + fraction_fit = context.run_config["fraction-fit"] + + # Initialize global model + model_name = context.run_config["model-name"] + num_labels = context.run_config["num-labels"] + net = AutoModelForSequenceClassification.from_pretrained( + model_name, num_labels=num_labels + ) + + weights = get_weights(net) + initial_parameters = ndarrays_to_parameters(weights) + + # Define strategy + strategy = FedAvg( + fraction_fit=fraction_fit, + fraction_evaluate=1.0, + initial_parameters=initial_parameters, + ) + config = ServerConfig(num_rounds=num_rounds) + + return ServerAppComponents(strategy=strategy, config=config) + + + # Create ServerApp + app = ServerApp(server_fn=server_fn) + +Congratulations! You've successfully built and run your first federated +learning system for an LLM. + +.. note:: + + Check the source code of the extended version of this tutorial in + |quickstart_hf_link|_ in the Flower GitHub repository. For a + comprehensive example of a federated fine-tuning of an LLM with + Flower, refer to the |flowertune|_ example in the Flower GitHub + repository. -Now that we have a way to instantiate clients, we need to create our server in order to aggregate the results. -Using Flower, this can be done very easily by first choosing a strategy (here, we are using :code:`FedAvg`, -which will define the global weights as the average of all the clients' weights at each round) -and then using the :code:`flwr.server.start_server` function: - -.. code-block:: python - - def weighted_average(metrics): - accuracies = [num_examples * m["accuracy"] for num_examples, m in metrics] - losses = [num_examples * m["loss"] for num_examples, m in metrics] - examples = [num_examples for num_examples, _ in metrics] - return {"accuracy": sum(accuracies) / sum(examples), "loss": sum(losses) / sum(examples)} - - # Define strategy - strategy = fl.server.strategy.FedAvg( - fraction_fit=1.0, - fraction_evaluate=1.0, - evaluate_metrics_aggregation_fn=weighted_average, - ) - - # Start server - fl.server.start_server( - server_address="0.0.0.0:8080", - config=fl.server.ServerConfig(num_rounds=3), - strategy=strategy, - ) +.. |quickstart_hf_link| replace:: + ``examples/quickstart-huggingface`` -The :code:`weighted_average` function is there to provide a way to aggregate the metrics distributed amongst -the clients (basically this allows us to display a nice average accuracy and loss for every round). +.. |fedavg| replace:: -Putting everything together ---------------------------- + ``FedAvg`` -We can now start client instances using: +.. |iidpartitioner| replace:: -.. code-block:: python + ``IidPartitioner`` - fl.client.start_client( - server_address="127.0.0.1:8080", - client=IMDBClient().to_client() - ) +.. |otherpartitioners| replace:: + other partitioners -And they will be able to connect to the server and start the federated training. +.. |berttiny| replace:: -If you want to check out everything put together, -you should check out the `full code example `_ . + ``bert-tiny`` -Of course, this is a very basic example, and a lot can be added or modified, -it was just to showcase how simply we could federate a Hugging Face workflow using Flower. +.. |serverappcomponents| replace:: -Note that in this example we used :code:`PyTorch`, but we could have very well used :code:`TensorFlow`. + ``ServerAppComponents`` + +.. |client| replace:: + + ``Client`` + +.. |flowerdatasets| replace:: + + Flower Datasets + +.. |flowertune| replace:: + + FlowerTune LLM + +.. _berttiny: https://huggingface.co/prajjwal1/bert-tiny + +.. _client: ref-api/flwr.client.Client.html#client + +.. _fedavg: ref-api/flwr.server.strategy.FedAvg.html#flwr.server.strategy.FedAvg + +.. _flowerdatasets: https://flower.ai/docs/datasets/ + +.. _flowertune: https://github.com/adap/flower/tree/main/examples/flowertune-llm + +.. _iidpartitioner: https://flower.ai/docs/datasets/ref-api/flwr_datasets.partitioner.IidPartitioner.html#flwr_datasets.partitioner.IidPartitioner + +.. _otherpartitioners: https://flower.ai/docs/datasets/ref-api/flwr_datasets.partitioner.html + +.. _quickstart_hf_link: https://github.com/adap/flower/tree/main/examples/quickstart-huggingface + +.. _serverappcomponents: ref-api/flwr.server.ServerAppComponents.html#serverappcomponents + +.. meta:: + :description: Check out this Federating Learning quickstart tutorial for using Flower with 🤗 HuggingFace Transformers in order to fine-tune an LLM. From 13d5f4068d9ac2832bcbec875122ba2daceb1d48 Mon Sep 17 00:00:00 2001 From: Javier Date: Wed, 18 Sep 2024 20:12:05 +0200 Subject: [PATCH 16/32] docs(framework) Update fastai quickstart tutorial (#4151) --- doc/source/tutorial-quickstart-fastai.rst | 113 ++++++++++++++++++++-- 1 file changed, 107 insertions(+), 6 deletions(-) diff --git a/doc/source/tutorial-quickstart-fastai.rst b/doc/source/tutorial-quickstart-fastai.rst index 63f5ac176082..e42328e6f712 100644 --- a/doc/source/tutorial-quickstart-fastai.rst +++ b/doc/source/tutorial-quickstart-fastai.rst @@ -1,12 +1,113 @@ .. _quickstart-fastai: +################### + Quickstart fastai +################### -Quickstart fastai -================= +In this federated learning tutorial we will learn how to train a +SqueezeNet model on MNIST using Flower and fastai. It is recommended to +create a virtual environment and run everything within a +:doc:`virtualenv `. -.. meta:: - :description: Check out this Federated Learning quickstart tutorial for using Flower with FastAI to train a vision model on CIFAR-10. +Then, clone the code example directly from GitHub: -Let's build a federated learning system using fastai and Flower! +.. code:: shell -Please refer to the `full code example `_ to learn more. + git clone --depth=1 https://github.com/adap/flower.git _tmp \ + && mv _tmp/examples/quickstart-fastai . \ + && rm -rf _tmp && cd quickstart-fastai + +This will create a new directory called `quickstart-fastai` containing +the following files: + +.. code:: shell + + quickstart-fastai + ├── fastai_example + │ ├── client_app.py # Defines your ClientApp + │ ├── server_app.py # Defines your ServerApp + │ └── task.py # Defines your model, training and data loading + ├── pyproject.toml # Project metadata like dependencies and configs + └── README.md + +Next, activate your environment, then run: + +.. code:: shell + + # Navigate to the example directory + $ cd path/to/quickstart-fastai + + # Install project and dependencies + $ pip install -e . + +This example by default runs the Flower Simulation Engine, creating a +federation of 10 nodes using `FedAvg +`_ +as the aggregation strategy. The dataset will be partitioned using +Flower Dataset's `IidPartitioner +`_. +Let's run the project: + +.. code:: shell + + # Run with default arguments + $ flwr run . + +With default arguments you will see an output like this one: + +.. code:: shell + + Loading project configuration... + Success + INFO : Starting Flower ServerApp, config: num_rounds=3, no round_timeout + INFO : + INFO : [INIT] + INFO : Using initial global parameters provided by strategy + INFO : Starting evaluation of initial global parameters + INFO : Evaluation returned no results (`None`) + INFO : + INFO : [ROUND 1] + INFO : configure_fit: strategy sampled 5 clients (out of 10) + INFO : aggregate_fit: received 5 results and 0 failures + WARNING : No fit_metrics_aggregation_fn provided + INFO : configure_evaluate: strategy sampled 5 clients (out of 10) + INFO : aggregate_evaluate: received 5 results and 0 failures + INFO : + INFO : [ROUND 2] + INFO : configure_fit: strategy sampled 5 clients (out of 10) + INFO : aggregate_fit: received 5 results and 0 failures + INFO : configure_evaluate: strategy sampled 5 clients (out of 10) + INFO : aggregate_evaluate: received 5 results and 0 failures + INFO : + INFO : [ROUND 3] + INFO : configure_fit: strategy sampled 5 clients (out of 10) + INFO : aggregate_fit: received 5 results and 0 failures + INFO : configure_evaluate: strategy sampled 5 clients (out of 10) + INFO : aggregate_evaluate: received 5 results and 0 failures + INFO : + INFO : [SUMMARY] + INFO : Run finished 3 round(s) in 143.02s + INFO : History (loss, distributed): + INFO : round 1: 2.699497365951538 + INFO : round 2: 0.9549586296081543 + INFO : round 3: 0.6627192616462707 + INFO : History (metrics, distributed, evaluate): + INFO : {'accuracy': [(1, 0.09766666889190674), + INFO : (2, 0.6948333323001862), + INFO : (3, 0.7721666693687439)]} + INFO : + +You can also override the parameters defined in the +``[tool.flwr.app.config]`` section in ``pyproject.toml`` like this: + +.. code:: shell + + # Override some arguments + $ flwr run . --run-config num-server-rounds=5 + +.. note:: + + Check the `source code + `_ + of this tutorial in ``examples/quickstart-fasai`` in the Flower + GitHub repository. From c9d2ff683415d059d2dafd8020c024d3c195e82c Mon Sep 17 00:00:00 2001 From: Javier Date: Wed, 18 Sep 2024 20:24:45 +0200 Subject: [PATCH 17/32] docs(framework) Update pytorch-lightning quickstart tutorial (#4152) --- .../tutorial-quickstart-pytorch-lightning.rst | 119 +++++++++++++++++- 1 file changed, 113 insertions(+), 6 deletions(-) diff --git a/doc/source/tutorial-quickstart-pytorch-lightning.rst b/doc/source/tutorial-quickstart-pytorch-lightning.rst index acfbecf41260..7c74c9a1682f 100644 --- a/doc/source/tutorial-quickstart-pytorch-lightning.rst +++ b/doc/source/tutorial-quickstart-pytorch-lightning.rst @@ -1,12 +1,119 @@ .. _quickstart-pytorch-lightning: +############################## + Quickstart PyTorch Lightning +############################## -Quickstart PyTorch Lightning -============================ +In this federated learning tutorial we will learn how to train an +AutoEncoder model on MNIST using Flower and PyTorch Lightning. It is +recommended to create a virtual environment and run everything within a +:doc:`virtualenv `. -.. meta:: - :description: Check out this Federated Learning quickstart tutorial for using Flower with PyTorch Lightning to train an Auto Encoder model on MNIST. +Then, clone the code example directly from GitHub: -Let's build a horizontal federated learning system using PyTorch Lightning and Flower! +.. code:: shell -Please refer to the `full code example `_ to learn more. + git clone --depth=1 https://github.com/adap/flower.git _tmp \ + && mv _tmp/examples/quickstart-pytorch-lightning . \ + && rm -rf _tmp && cd quickstart-pytorch-lightning + +This will create a new directory called `quickstart-pytorch-lightning` +containing the following files: + +.. code:: shell + + quickstart-pytorch-lightning + ├── pytorchlightning_example + │ ├── client_app.py # Defines your ClientApp + │ ├── server_app.py # Defines your ServerApp + │ └── task.py # Defines your model, training and data loading + ├── pyproject.toml # Project metadata like dependencies and configs + └── README.md + +Next, activate your environment, then run: + +.. code:: shell + + # Navigate to the example directory + $ cd path/to/quickstart-pytorch-lightning + + # Install project and dependencies + $ pip install -e . + +By default, Flower Simulation Engine will be started and it will create +a federation of 4 nodes using `FedAvg +`_ +as the aggregation strategy. The dataset will be partitioned using +Flower Dataset's `IidPartitioner +`_. +To run the project, do: + +.. code:: shell + + # Run with default arguments + $ flwr run . + +With default arguments you will see an output like this one: + +.. code:: shell + + Loading project configuration... + Success + INFO : Starting Flower ServerApp, config: num_rounds=3, no round_timeout + INFO : + INFO : [INIT] + INFO : Using initial global parameters provided by strategy + INFO : Starting evaluation of initial global parameters + INFO : Evaluation returned no results (`None`) + INFO : + INFO : [ROUND 1] + INFO : configure_fit: strategy sampled 2 clients (out of 4) + INFO : aggregate_evaluate: received 2 results and 0 failures + WARNING : No evaluate_metrics_aggregation_fn provided + INFO : + INFO : [ROUND 2] + INFO : configure_fit: strategy sampled 2 clients (out of 4) + INFO : aggregate_fit: received 2 results and 0 failures + INFO : configure_evaluate: strategy sampled 2 clients (out of 4) + INFO : aggregate_evaluate: received 2 results and 0 failures + INFO : + INFO : [ROUND 3] + INFO : configure_fit: strategy sampled 2 clients (out of 4) + INFO : aggregate_fit: received 2 results and 0 failures + INFO : configure_evaluate: strategy sampled 2 clients (out of 4) + INFO : aggregate_evaluate: received 2 results and 0 failures + INFO : + INFO : [SUMMARY] + INFO : Run finished 3 round(s) in 136.92s + INFO : History (loss, distributed): + INFO : round 1: 0.04982871934771538 + INFO : round 2: 0.046457378193736076 + INFO : round 3: 0.04506748169660568 + INFO : + +Each simulated `ClientApp` (two per round) will also log a summary of +their local training process. Expect this output to be similar to: + +.. code:: shell + + # The left part indicates the process ID running the `ClientApp` + (ClientAppActor pid=38155) ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ + (ClientAppActor pid=38155) ┃ Test metric ┃ DataLoader 0 ┃ + (ClientAppActor pid=38155) ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ + (ClientAppActor pid=38155) │ test_loss │ 0.045175597071647644 │ + (ClientAppActor pid=38155) └───────────────────────────┴───────────────────────────┘ + +You can also override the parameters defined in the +``[tool.flwr.app.config]`` section in ``pyproject.toml`` like this: + +.. code:: shell + + # Override some arguments + $ flwr run . --run-config num-server-rounds=5 + +.. note:: + + Check the `source code + `_ + of this tutorial in ``examples/quickstart-pytorch-lightning`` in the + Flower GitHub repository. From f60658a6b3157926965f1e8d65bad096e20ea8ec Mon Sep 17 00:00:00 2001 From: Adam Narozniak <51029327+adam-narozniak@users.noreply.github.com> Date: Thu, 19 Sep 2024 09:54:24 +0200 Subject: [PATCH 18/32] feat(datasets) Add SizePartitioner (#4111) Co-authored-by: jafermarq --- .../flwr_datasets/partitioner/__init__.py | 2 + .../partitioner/size_partitioner.py | 128 ++++++ .../partitioner/size_partitioner_test.py | 392 ++++++++++++++++++ 3 files changed, 522 insertions(+) create mode 100644 datasets/flwr_datasets/partitioner/size_partitioner.py create mode 100644 datasets/flwr_datasets/partitioner/size_partitioner_test.py diff --git a/datasets/flwr_datasets/partitioner/__init__.py b/datasets/flwr_datasets/partitioner/__init__.py index 3fed4446db42..a14efa1cc905 100644 --- a/datasets/flwr_datasets/partitioner/__init__.py +++ b/datasets/flwr_datasets/partitioner/__init__.py @@ -27,6 +27,7 @@ from .partitioner import Partitioner from .pathological_partitioner import PathologicalPartitioner from .shard_partitioner import ShardPartitioner +from .size_partitioner import SizePartitioner from .square_partitioner import SquarePartitioner __all__ = [ @@ -42,5 +43,6 @@ "Partitioner", "PathologicalPartitioner", "ShardPartitioner", + "SizePartitioner", "SquarePartitioner", ] diff --git a/datasets/flwr_datasets/partitioner/size_partitioner.py b/datasets/flwr_datasets/partitioner/size_partitioner.py new file mode 100644 index 000000000000..a79b6b7249f2 --- /dev/null +++ b/datasets/flwr_datasets/partitioner/size_partitioner.py @@ -0,0 +1,128 @@ +# 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. +# ============================================================================== +"""SizePartitioner class.""" + + +import warnings +from collections.abc import Sequence + +import datasets +from flwr_datasets.partitioner.partitioner import Partitioner + + +class SizePartitioner(Partitioner): + """Partitioner that creates each partition with the size specified by a user. + + Parameters + ---------- + partition_sizes : Sequence[int] + The size of each partition. partition_id 0 will have partition_sizes[0] + samples, partition_id 1 will have partition_sizes[1] samples, etc. + + Examples + -------- + >>> from flwr_datasets import FederatedDataset + >>> from flwr_datasets.partitioner import SizePartitioner + >>> + >>> partition_sizes = [15_000, 5_000, 30_000] + >>> partitioner = SizePartitioner(partition_sizes) + >>> fds = FederatedDataset(dataset="cifar10", partitioners={"train": partitioner}) + """ + + def __init__(self, partition_sizes: Sequence[int]) -> None: + super().__init__() + self._pre_ds_validate_partition_sizes(partition_sizes) + self._partition_sizes = partition_sizes + self._partition_id_to_indices: dict[int, list[int]] = {} + self._partition_id_to_indices_determined = False + + def load_partition(self, partition_id: int) -> datasets.Dataset: + """Load a single partition of the size of partition_sizes[partition_id]. + + For example if given partition_sizes=[20_000, 10_000, 30_000], + then partition_id=0 will return a partition of size 20_000, + partition_id=1 will return a partition of size 10_000, etc. + + Parameters + ---------- + partition_id : int + The index that corresponds to the requested partition. + + Returns + ------- + dataset_partition : Dataset + Single dataset partition. + """ + self._determine_partition_id_to_indices_if_needed() + return self.dataset.select(self._partition_id_to_indices[partition_id]) + + @property + def num_partitions(self) -> int: + """Total number of partitions.""" + self._determine_partition_id_to_indices_if_needed() + return len(self._partition_sizes) + + @property + def partition_id_to_indices(self) -> dict[int, list[int]]: + """Partition id to indices (the result of partitioning).""" + self._determine_partition_id_to_indices_if_needed() + return self._partition_id_to_indices + + def _determine_partition_id_to_indices_if_needed( + self, + ) -> None: + """Create an assignment of indices to the partition indices.""" + if self._partition_id_to_indices_determined: + return + self._post_ds_validate_partition_sizes() + start = 0 + end = 0 + for partition_id, partition_size in enumerate(self._partition_sizes): + end += partition_size + indices = list(range(start, end)) + self._partition_id_to_indices[partition_id] = indices + start = end + self._partition_id_to_indices_determined = True + + def _pre_ds_validate_partition_sizes(self, partition_sizes: Sequence[int]) -> None: + """Check if the partition sizes are valid (no information about the dataset).""" + if not isinstance(partition_sizes, Sequence): + raise ValueError("Partition sizes must be a sequence.") + if len(partition_sizes) == 0: + raise ValueError("Partition sizes must not be empty.") + if not all( + isinstance(partition_size, int) for partition_size in partition_sizes + ): + raise ValueError("All partition sizes must be integers.") + if not all(partition_size > 0 for partition_size in partition_sizes): + raise ValueError("All partition sizes must be greater than zero.") + + def _post_ds_validate_partition_sizes(self) -> None: + """Validate the partition sizes against the dataset size.""" + desired_partition_sizes = sum(self._partition_sizes) + dataset_size = len(self.dataset) + if desired_partition_sizes > dataset_size: + raise ValueError( + f"The sum of partition sizes sum({self._partition_sizes})" + f"= {desired_partition_sizes} is greater than the size of" + f" the dataset {dataset_size}." + ) + if desired_partition_sizes < dataset_size: + warnings.warn( + f"The sum of partition sizes is {desired_partition_sizes}, which is" + f"smaller than the size of the dataset: {dataset_size}. " + f"Ignore this warning if it is the desired behavior.", + stacklevel=1, + ) diff --git a/datasets/flwr_datasets/partitioner/size_partitioner_test.py b/datasets/flwr_datasets/partitioner/size_partitioner_test.py new file mode 100644 index 000000000000..be8edf9d2764 --- /dev/null +++ b/datasets/flwr_datasets/partitioner/size_partitioner_test.py @@ -0,0 +1,392 @@ +# Copyright 2023 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 ShardPartitioner.""" + + +# pylint: disable=W0212, R0913 +import unittest +from typing import Optional + +from datasets import Dataset +from flwr_datasets.partitioner.shard_partitioner import ShardPartitioner + + +def _dummy_setup( + num_rows: int, + partition_by: str, + num_partitions: int, + num_shards_per_partition: Optional[int], + shard_size: Optional[int], + keep_incomplete_shard: bool = False, +) -> tuple[Dataset, ShardPartitioner]: + """Create a dummy dataset for testing.""" + data = { + partition_by: [i % 3 for i in range(num_rows)], + "features": list(range(num_rows)), + } + dataset = Dataset.from_dict(data) + partitioner = ShardPartitioner( + num_partitions=num_partitions, + num_shards_per_partition=num_shards_per_partition, + partition_by=partition_by, + shard_size=shard_size, + keep_incomplete_shard=keep_incomplete_shard, + ) + partitioner.dataset = dataset + return dataset, partitioner + + +class TestShardPartitionerSpec1(unittest.TestCase): + """Test first possible initialization of ShardPartitioner. + + Specify num_shards_per_partition and shard_size arguments. + """ + + def test_correct_num_partitions(self) -> None: + """Test the correct number of partitions is created.""" + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = 3 + shard_size = 10 + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + _ = partitioner.load_partition(0) + num_partitions_created = len(partitioner._partition_id_to_indices.keys()) + self.assertEqual(num_partitions_created, num_partitions) + + def test_correct_partition_sizes(self) -> None: + """Test if the partitions sizes are as theoretically calculated.""" + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = 3 + shard_size = 10 + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + sizes = [len(partitioner.load_partition(i)) for i in range(num_partitions)] + sizes = sorted(sizes) + self.assertEqual(sizes, [30, 30, 30]) + + def test_unique_samples(self) -> None: + """Test if each partition has unique samples. + + (No duplicates along partitions). + """ + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = 3 + shard_size = 10 + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + partitions = [ + partitioner.load_partition(i)["features"] for i in range(num_partitions) + ] + combined_list = [item for sublist in partitions for item in sublist] + combined_set = set(combined_list) + self.assertEqual(len(combined_list), len(combined_set)) + + +class TestShardPartitionerSpec2(unittest.TestCase): + """Test second possible initialization of ShardPartitioner. + + Specify shard_size and keep_incomplete_shard=False. This setting creates partitions + that might have various sizes (each shard is same size). + """ + + def test_correct_num_partitions(self) -> None: + """Test the correct number of partitions is created.""" + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = None + shard_size = 10 + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + _ = partitioner.load_partition(0) + num_partitions_created = len(partitioner._partition_id_to_indices.keys()) + self.assertEqual(num_partitions_created, num_partitions) + + def test_correct_partition_sizes(self) -> None: + """Test if the partitions sizes are as theoretically calculated.""" + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = None + shard_size = 10 + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + sizes = [len(partitioner.load_partition(i)) for i in range(num_partitions)] + sizes = sorted(sizes) + self.assertEqual(sizes, [30, 40, 40]) + + def test_unique_samples(self) -> None: + """Test if each partition has unique samples. + + (No duplicates along partitions). + """ + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = None + shard_size = 10 + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + partitions = [ + partitioner.load_partition(i)["features"] for i in range(num_partitions) + ] + combined_list = [item for sublist in partitions for item in sublist] + combined_set = set(combined_list) + self.assertEqual(len(combined_list), len(combined_set)) + + +class TestShardPartitionerSpec3(unittest.TestCase): + """Test third possible initialization of ShardPartitioner. + + Specify shard_size and keep_incomplete_shard=True. This setting creates partitions + that might have various sizes (each shard is same size). + """ + + def test_correct_num_partitions(self) -> None: + """Test the correct number of partitions is created.""" + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = None + shard_size = 10 + keep_incomplete_shard = True + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + _ = partitioner.load_partition(0) + num_partitions_created = len(partitioner._partition_id_to_indices.keys()) + self.assertEqual(num_partitions_created, num_partitions) + + def test_correct_partition_sizes(self) -> None: + """Test if the partitions sizes are as theoretically calculated.""" + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = None + shard_size = 10 + keep_incomplete_shard = True + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + sizes = [len(partitioner.load_partition(i)) for i in range(num_partitions)] + sizes = sorted(sizes) + self.assertEqual(sizes, [33, 40, 40]) + + def test_unique_samples(self) -> None: + """Test if each partition has unique samples. + + (No duplicates along partitions). + """ + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = None + shard_size = 10 + keep_incomplete_shard = True + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + partitions = [ + partitioner.load_partition(i)["features"] for i in range(num_partitions) + ] + combined_list = [item for sublist in partitions for item in sublist] + combined_set = set(combined_list) + self.assertEqual(len(combined_list), len(combined_set)) + + +class TestShardPartitionerSpec4(unittest.TestCase): + """Test fourth possible initialization of ShardPartitioner. + + Specify num_shards_per_partition but not shard_size arguments. + """ + + def test_correct_num_partitions(self) -> None: + """Test the correct number of partitions is created.""" + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = 3 + shard_size = None + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + _ = partitioner.load_partition(0) + num_partitions_created = len(partitioner._partition_id_to_indices.keys()) + self.assertEqual(num_partitions_created, num_partitions) + + def test_correct_partition_sizes(self) -> None: + """Test if the partitions sizes are as theoretically calculated.""" + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = 3 + shard_size = None + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + sizes = [len(partitioner.load_partition(i)) for i in range(num_partitions)] + sizes = sorted(sizes) + self.assertEqual(sizes, [36, 36, 36]) + + def test_unique_samples(self) -> None: + """Test if each partition has unique samples. + + (No duplicates along partitions). + """ + partition_by = "label" + num_rows = 113 + num_partitions = 3 + num_shards_per_partition = 3 + shard_size = None + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + partitions = [ + partitioner.load_partition(i)["features"] for i in range(num_partitions) + ] + combined_list = [item for sublist in partitions for item in sublist] + combined_set = set(combined_list) + self.assertEqual(len(combined_list), len(combined_set)) + + +class TestShardPartitionerIncorrectSpec(unittest.TestCase): + """Test the incorrect specification cases. + + The lack of correctness can be caused by the num_partitions, shard_size and + num_shards_per_partition can create. + """ + + def test_incorrect_specification(self) -> None: + """Test if the given specification makes the partitioning possible.""" + partition_by = "label" + num_rows = 10 + num_partitions = 3 + num_shards_per_partition = 2 + shard_size = 10 + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + with self.assertRaises(ValueError): + _ = partitioner.load_partition(0) + + def test_too_big_shard_size(self) -> None: + """Test if it is impossible to create an empty partition.""" + partition_by = "label" + num_rows = 20 + num_partitions = 3 + num_shards_per_partition = None + shard_size = 10 + keep_incomplete_shard = False + _, partitioner = _dummy_setup( + num_rows, + partition_by, + num_partitions, + num_shards_per_partition, + shard_size, + keep_incomplete_shard, + ) + with self.assertRaises(ValueError): + _ = partitioner.load_partition(2).num_rows + + +if __name__ == "__main__": + unittest.main() From 22875a74ac0747333f91d97ba16ba0d35d1b0397 Mon Sep 17 00:00:00 2001 From: Javier Date: Thu, 19 Sep 2024 10:25:58 +0200 Subject: [PATCH 19/32] refactor(examples) Update `advanced-pytorch` example (#4130) Co-authored-by: Chong Shen Ng --- examples/advanced-pytorch/.gitignore | 3 + examples/advanced-pytorch/README.md | 105 +++++++----- .../_static/fmnist_50_lda.png | Bin 0 -> 33801 bytes .../advanced-pytorch/_static/wandb_plots.png | Bin 0 -> 251711 bytes examples/advanced-pytorch/client.py | 160 ------------------ examples/advanced-pytorch/pyproject.toml | 58 +++++-- .../pytorch_example/__init__.py | 1 + .../pytorch_example/client_app.py | 122 +++++++++++++ .../pytorch_example/server_app.py | 96 +++++++++++ .../pytorch_example/strategy.py | 116 +++++++++++++ .../advanced-pytorch/pytorch_example/task.py | 159 +++++++++++++++++ examples/advanced-pytorch/requirements.txt | 5 - examples/advanced-pytorch/run.sh | 16 -- examples/advanced-pytorch/server.py | 121 ------------- examples/advanced-pytorch/utils.py | 117 ------------- 15 files changed, 598 insertions(+), 481 deletions(-) create mode 100644 examples/advanced-pytorch/.gitignore create mode 100644 examples/advanced-pytorch/_static/fmnist_50_lda.png create mode 100644 examples/advanced-pytorch/_static/wandb_plots.png delete mode 100644 examples/advanced-pytorch/client.py create mode 100644 examples/advanced-pytorch/pytorch_example/__init__.py create mode 100644 examples/advanced-pytorch/pytorch_example/client_app.py create mode 100644 examples/advanced-pytorch/pytorch_example/server_app.py create mode 100644 examples/advanced-pytorch/pytorch_example/strategy.py create mode 100644 examples/advanced-pytorch/pytorch_example/task.py delete mode 100644 examples/advanced-pytorch/requirements.txt delete mode 100755 examples/advanced-pytorch/run.sh delete mode 100644 examples/advanced-pytorch/server.py delete mode 100644 examples/advanced-pytorch/utils.py diff --git a/examples/advanced-pytorch/.gitignore b/examples/advanced-pytorch/.gitignore new file mode 100644 index 000000000000..014ee796bf45 --- /dev/null +++ b/examples/advanced-pytorch/.gitignore @@ -0,0 +1,3 @@ +__pycache__/ +outputs/ +wandb/ diff --git a/examples/advanced-pytorch/README.md b/examples/advanced-pytorch/README.md index ac0737673407..1771173c3925 100644 --- a/examples/advanced-pytorch/README.md +++ b/examples/advanced-pytorch/README.md @@ -1,77 +1,90 @@ --- -tags: [advanced, vision, fds] -dataset: [CIFAR-10] +tags: [advanced, vision, fds, wandb] +dataset: [Fashion-MNIST] framework: [torch, torchvision] --- -# Advanced Flower Example (PyTorch) +# Federated Learning with PyTorch and Flower (Advanced Example) -This example demonstrates an advanced federated learning setup using Flower with PyTorch. This example uses [Flower Datasets](https://flower.ai/docs/datasets/) and it differs from the quickstart example in the following ways: +> \[!TIP\] +> This example shows intermediate and advanced functionality of Flower. It you are new to Flower, it is recommended to start from the [quickstart-pytorch](https://github.com/adap/flower/tree/main/examples/quickstart-pytorch) example or the [quickstart PyTorch tutorial](https://flower.ai/docs/framework/tutorial-quickstart-pytorch.html). -- 10 clients (instead of just 2) -- Each client holds a local dataset of 5000 training examples and 1000 test examples (note that using the `run.sh` script will only select 10 data samples by default, as the `--toy` argument is set). -- Server-side model evaluation after parameter aggregation -- Hyperparameter schedule using config functions -- Custom return values -- Server-side parameter initialization +This example shows how to extend your `ClientApp` and `ServerApp` capabilities compared to what's shown in the [`quickstart-pytorch`](https://github.com/adap/flower/tree/main/examples/quickstart-pytorch) example. In particular, it will show how the `ClientApp`'s state (and object of type [RecordSet](https://flower.ai/docs/framework/ref-api/flwr.common.RecordSet.html)) can be used to enable stateful clients, facilitating the design of personalized federated learning strategies, among others. The `ServerApp` in this example makes use of a custom strategy derived from the built-in [FedAvg](https://flower.ai/docs/framework/ref-api/flwr.server.strategy.FedAvg.html). In addition, it will also showcase how to: -## Project Setup +1. Save model checkpoints +2. Save the metrics available at the strategy (e.g. accuracies, losses) +3. Log training artefacts to [Weights & Biases](https://wandb.ai/site) +4. Implement a simple decaying learning rate schedule across rounds -Start by cloning the example project. We prepared a single-line command that you can copy into your shell which will checkout the example for you: +The structure of this directory is as follows: ```shell -git clone --depth=1 https://github.com/adap/flower.git && mv flower/examples/advanced-pytorch . && rm -rf flower && cd advanced-pytorch +advanced-pytorch +├── pytorch_example +│ ├── __init__.py +│ ├── client_app.py # Defines your ClientApp +│ ├── server_app.py # Defines your ServerApp +│ ├── strategy.py # Defines a custom strategy +│ └── task.py # Defines your model, training and data loading +├── pyproject.toml # Project metadata like dependencies and configs +└── README.md ``` -This will create a new directory called `advanced-pytorch` containing the following files: +> \[!NOTE\] +> By default this example will log metrics to Weights & Biases. For this, you need to ensure that your system has logged in. Often it's as simple as executing `wandb login` on the terminal after installing `wandb`. Please, refer to this [quickstart guide](https://docs.wandb.ai/quickstart#2-log-in-to-wb) for more information. -```shell --- pyproject.toml --- requirements.txt --- client.py --- server.py --- README.md --- run.sh -``` +This examples uses [Flower Datasets](https://flower.ai/docs/datasets/) with the [Dirichlet Partitioner](https://flower.ai/docs/datasets/ref-api/flwr_datasets.partitioner.DirichletPartitioner.html#flwr_datasets.partitioner.DirichletPartitioner) to partition the [Fashion-MNIST](https://huggingface.co/datasets/zalando-datasets/fashion_mnist) dataset in a non-IID fashion into 50 partitions. -### Installing Dependencies +![](_static/fmnist_50_lda.png) -Project dependencies (such as `torch` and `flwr`) are defined in `pyproject.toml` and `requirements.txt`. We recommend [Poetry](https://python-poetry.org/docs/) to install those dependencies and manage your virtual environment ([Poetry installation](https://python-poetry.org/docs/#installation)) or [pip](https://pip.pypa.io/en/latest/development/), but feel free to use a different way of installing dependencies and managing virtual environments if you have other preferences. +> \[!TIP\] +> You can use Flower Datasets [built-in visualization tools](https://flower.ai/docs/datasets/tutorial-visualize-label-distribution.html) to easily generate plots like the one above. -#### Poetry +### Install dependencies and project -```shell -poetry install -poetry shell +Install the dependencies defined in `pyproject.toml` as well as the `pytorch_example` package. + +```bash +pip install -e . ``` -Poetry will install all your dependencies in a newly created virtual environment. To verify that everything works correctly you can run the following command: +## Run the project -```shell -poetry run python3 -c "import flwr" -``` +You can run your Flower project in both _simulation_ and _deployment_ mode without making changes to the code. If you are starting with Flower, we recommend you using the _simulation_ mode as it requires fewer components to be launched manually. By default, `flwr run` will make use of the Simulation Engine. -If you don't see any errors you're good to go! +When you run the project, the strategy will create a directory structure in the form of `outputs/date/time` and store two `JSON` files: `config.json` containing the `run-config` that the `ServerApp` receives; and `results.json` containing the results (accuracies, losses) that are generated at the strategy. -#### pip +By default, the metrics: {`centralized_accuracy`, `centralized_loss`, `federated_evaluate_accuracy`, `federated_evaluate_loss`} will be logged to Weights & Biases (they are also stored to the `results.json` previously mentioned). Upon executing `flwr run` you'll see a URL linking to your Weight&Biases dashboard wher you can see the metrics. -Write the command below in your terminal to install the dependencies according to the configuration file requirements.txt. +![](_static/wandb_plots.png) -```shell -pip install -r requirements.txt +### Run with the Simulation Engine + +With default parameters, 25% of the total 50 nodes (see `num-supernodes` in `pyproject.toml`) will be sampled for `fit` and 50% for an `evaluate` round. By default `ClientApp` objects will run on CPU. + +> \[!TIP\] +> To run your `ClientApps` on GPU or to adjust the degree or parallelism of your simulation, edit the `[tool.flwr.federations.local-simulation]` section in the `pyproject.tom`. + +```bash +flwr run . + +# To disable W&B +flwr run . --run-config use-wandb=false ``` -## Run Federated Learning with PyTorch and Flower +You can run the app using another federation (see `pyproject.toml`). For example, if you have a GPU available, select the `local-sim-gpu` federation: -The included `run.sh` will start the Flower server (using `server.py`), -sleep for 2 seconds to ensure that the server is up, and then start 10 Flower clients (using `client.py`) with only a small subset of the data (in order to run on any machine), -but this can be changed by removing the `--toy` argument in the script. You can simply start everything in a terminal as follows: +```bash +flwr run . local-sim-gpu +``` -```shell -# After activating your environment -./run.sh +You can also override some of the settings for your `ClientApp` and `ServerApp` defined in `pyproject.toml`. For example: + +```bash +flwr run . --run-config "num-server-rounds=5 fraction-fit=0.5" ``` -The `run.sh` script starts processes in the background so that you don't have to open eleven terminal windows. If you experiment with the code example and something goes wrong, simply using `CTRL + C` on Linux (or `CMD + C` on macOS) wouldn't normally kill all these processes, which is why the script ends with `trap "trap - SIGTERM && kill -- -$$" SIGINT SIGTERM EXIT` and `wait`. This simply allows you to stop the experiment using `CTRL + C` (or `CMD + C`). If you change the script and anything goes wrong you can still use `killall python` (or `killall python3`) to kill all background processes (or a more specific command if you have other Python processes running that you don't want to kill). +### Run with the Deployment Engine -You can also manually run `python3 server.py` and `python3 client.py --client-id ` for as many clients as you want but you have to make sure that each command is run in a different terminal window (or a different computer on the network). In addition, you can make your clients use either `EfficienNet` (default) or `AlexNet` (but all clients in the experiment should use the same). 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