diff --git a/dhg/__init__.py b/dhg/__init__.py index ab2742f..238351d 100644 --- a/dhg/__init__.py +++ b/dhg/__init__.py @@ -10,7 +10,7 @@ from .structure import load_structure from .structure import BaseGraph, Graph, DiGraph, BiGraph -from .structure import BaseHypergraph, Hypergraph +from .structure import BaseHypergraph, Hypergraph, MultilayerHypergraph from ._global import AUTHOR_EMAIL, CACHE_ROOT, DATASETS_ROOT, REMOTE_DATASETS_ROOT @@ -37,4 +37,5 @@ "BiGraph", "BaseHypergraph", "Hypergraph", -} + "MultilayerHypergraph", +} \ No newline at end of file diff --git a/dhg/structure/__init__.py b/dhg/structure/__init__.py index 3b32e95..5ca1342 100644 --- a/dhg/structure/__init__.py +++ b/dhg/structure/__init__.py @@ -1,7 +1,7 @@ from .base import load_structure, BaseGraph, BaseHypergraph from .graphs import Graph, DiGraph, BiGraph from .hypergraphs import Hypergraph - +from .hypergraphs import MultilayerHypergraph __all__ = [ "load_structure", @@ -11,4 +11,5 @@ "DiGraph", "BiGraph", "Hypergraph", + "MultilayerHypergraph" ] diff --git a/dhg/structure/hypergraphs/__init__.py b/dhg/structure/hypergraphs/__init__.py index d9ed176..fda3eb2 100644 --- a/dhg/structure/hypergraphs/__init__.py +++ b/dhg/structure/hypergraphs/__init__.py @@ -1 +1,2 @@ from .hypergraph import Hypergraph +from .multilayer_hypergraph import MultilayerHypergraph diff --git a/dhg/structure/hypergraphs/multilayer_hypergraph.py b/dhg/structure/hypergraphs/multilayer_hypergraph.py new file mode 100644 index 0000000..62d3ced --- /dev/null +++ b/dhg/structure/hypergraphs/multilayer_hypergraph.py @@ -0,0 +1,153 @@ +import itertools +import random +import re +from typing import Iterable, List, Optional, Union + +import torch + +from .hypergraph import Hypergraph + + +class MultilayerHypergraph(Hypergraph): + """A hypergraph composed of multiple hypergraph layers.""" + + def __init__( + self, + num_v: int, + num_layers: int, + layers_list: List[Hypergraph], + e_list=None, + e_weight=None, + v_weight=None, + prob_inner_layer_connect: float = 0, + device: torch.device = torch.device("cpu"), + ) -> None: + super().__init__(num_v, e_list, e_weight, v_weight, device=device) + if num_v <= 1: + raise ValueError("num_v must be greater than 1") + if num_layers <= 1: + raise ValueError("num_layers must be greater than 1") + if layers_list is None or num_layers != len(layers_list): + raise ValueError("num_layers must equal the length of layers_list") + if not 0 <= prob_inner_layer_connect <= 1: + raise ValueError("prob_inner_layer_connect must be between 0 and 1") + + self.num_layers = num_layers + self.layers_list = list(layers_list) + self.prob_inner_layer_connect = prob_inner_layer_connect + self.node_layer: List[List[int]] = [] + + def _compute_offsets(self) -> List[int]: + """Return each layer's starting vertex index in the combined structure.""" + offsets = [] + total = 0 + for layer in self.layers_list: + offsets.append(total) + total += layer.num_v + return offsets + + def construct_multi_layer_hypergraph(self) -> Hypergraph: + """Build and return the flattened hypergraph for all layers.""" + offsets = self._compute_offsets() + layer_nodes = [ + self.select_nodes(range(layer.num_v), self.prob_inner_layer_connect) + for layer in self.layers_list + ] + self.node_layer = [ + [node + offset for node in nodes] + for nodes, offset in zip(layer_nodes, offsets) + ] + + inter_layer_hyperedges = list(itertools.product(*self.node_layer)) + layer_hyperedges = self._inter_layer_connect() + all_hyperedges = inter_layer_hyperedges + [ + edge for edges in layer_hyperedges for edge in edges + ] + return Hypergraph( + self.num_v_multi(), all_hyperedges, device=self.device + ) + + def num_v_multi(self) -> int: + """Return the total number of vertices across all layers.""" + return sum(layer.num_v for layer in self.layers_list) + + def _inter_layer_connect(self) -> List[list]: + """Return each layer's hyperedges with its global vertex offset applied.""" + offsets = self._compute_offsets() + return [ + self.add_numbers_list(layer.e[0], offset) + for layer, offset in zip(self.layers_list, offsets) + ] + + def load_interlayer_mapping( + self, + path: Optional[Union[str, List[str]]], + save: bool = False, + save_path=None, + ) -> List[tuple]: + """Load gene mappings and return hyperedges for genes shared across layers. + + ``path`` may be one file containing ``gene [codes]`` records, or a list + of tab-separated ``genecode`` files, one per layer. + """ + if isinstance(path, str): + gene_encoding = {} + with open(path, "r", encoding="utf-8") as file: + for line in file: + match = re.findall(r"([^\[]+)\s+\[([^\]]+)\]", line) + if not match: + continue + gene, codes = match[0] + gene_encoding[gene.strip()] = [ + int(code.strip()) for code in codes.split(",") + ] + elif isinstance(path, list): + gene_encoding = {} + for file_path in path: + with open(file_path, "r", encoding="utf-8") as file: + for line in file: + gene, code = line.rstrip("\n").split("\t", 1) + gene_encoding.setdefault(gene, []).append(int(code)) + else: + raise TypeError("path must be a file path or a list of file paths") + + if save: + if save_path is None: + raise ValueError("save_path is required when save=True") + with open(save_path, "w", encoding="utf-8") as file: + for gene, codes in gene_encoding.items(): + file.write(f"{gene} {codes}\n") + + return [tuple(codes) for codes in gene_encoding.values() if len(codes) > 1] + + def node_layer_list(self) -> List[List[int]]: + """Return the vertices in each layer using flattened global indices.""" + offsets = self._compute_offsets() + return [ + [node + offset for node in layer.v] + for layer, offset in zip(self.layers_list, offsets) + ] + + @staticmethod + def select_nodes(num_v: Iterable[int], prob: float) -> list: + """Select each vertex independently with probability ``prob``.""" + return [node for node in num_v if random.random() < prob] + + @staticmethod + def add_numbers_list(lst: Iterable[Iterable[int]], num: int) -> list: + """Add ``num`` to every vertex in each hyperedge.""" + return [tuple(vertex + num for vertex in edge) for edge in lst] + + def __str__(self): + return ( + "MultilayerHypergraph(num_v={}, num_e={}, num_layers={}, " + "layers_list={}, prob_inner_layer_connect={})" + ).format( + self.num_v, + self.num_e, + self.num_layers, + self.layers_list, + self.prob_inner_layer_connect, + ) + + __repr__ = __str__ \ No newline at end of file diff --git a/examples/plot_multilayer_hg.ipynb b/examples/plot_multilayer_hg.ipynb new file mode 100644 index 0000000..8ee3e7d --- /dev/null +++ b/examples/plot_multilayer_hg.ipynb @@ -0,0 +1,366 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [], + "source": [ + "import sys\n", + "from dhg import MultilayerHypergraph\n", + "from dhg.random import hypergraph_Gnm\n", + "import matplotlib.pyplot as plt\n", + "import dhg" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "pycharm": { + "name": "#%% md\n" + } + }, + "source": [ + "### 先画一个大型图" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [], + "source": [ + "big_hg1 = hypergraph_Gnm(30, 30)\n", + "big_hg2 = hypergraph_Gnm(30, 30)\n", + "big_hg3 = hypergraph_Gnm(30, 30)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "big_v_label_1 = [str(i) for i in range(big_hg1.num_v)]\n", + "e_color_1 = ['r'] * 30 \n", + "v_color_1 = ['r'] * 30 # 节点和边的颜色数平分\n", + "big_hg1.draw(v_label=big_v_label_1, v_color=v_color_1, e_color=e_color_1)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "big_v_label_2 = [str(i) for i in range(big_hg2.num_v)]\n", + "e_color_2 = ['b'] * 30 \n", + "v_color_2 = ['b'] * 30 # 节点和边的颜色数平分\n", + "big_hg2.draw(v_label=big_v_label_2, v_color=v_color_2, e_color=e_color_2)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "big_v_label_3 = [str(i) for i in range(big_hg3.num_v)]\n", + "e_color_3 = ['g'] * 30 \n", + "v_color_3 = ['g'] * 30 # 节点和边的颜色数平分\n", + "big_hg3.draw(v_label=big_v_label_3, v_color=v_color_3, e_color=e_color_3)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hypergraph(num_v=90, num_e=90)\n" + ] + } + ], + "source": [ + "big_mhg = MultilayerHypergraph(num_v=90, num_layers=3, layers_list=[big_hg1, big_hg2, big_hg3])\n", + "big_mhg = big_mhg.construct_multi_layer_hypergraph()\n", + "print(big_mhg)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "big_v_label = [str(i) for i in range(big_mhg.num_v)]\n", + "e_color = ['r'] * 30 + ['b'] * 30 + ['g'] * 30\n", + "v_color = ['r'] * 30 + ['b'] * 30 + ['g'] * 30 # 节点和边的颜色数平分\n", + "big_mhg.draw(v_label=big_v_label, v_color=v_color, e_color=e_color)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "pycharm": { + "name": "#%% md\n" + } + }, + "source": [ + "#### 可自定义层内连接及控制连边概率" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hypergraph(num_v=10, num_e=6)\n" + ] + } + ], + "source": [ + "small_hg1 = dhg.Hypergraph(5, [(0, 1, 2), (2, 3), (0, 4)])\n", + "small_hg2 = dhg.Hypergraph(5, [(1, 3, 2), (0, 3), (2, 4)])\n", + "small_mhg = MultilayerHypergraph(10, 2, layers_list=[small_hg1, small_hg2])\n", + "small_mhg = small_mhg.construct_multi_layer_hypergraph()\n", + "print(small_mhg)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "small_v_label = [str(i) for i in range(small_mhg.num_v)]\n", + "e_color = ['r'] * 3 + ['b'] * 3\n", + "v_color = ['r'] * 5 + ['b'] * 5\n", + "small_mhg.draw(v_label=small_v_label, v_color=v_color, e_color=e_color)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hypergraph(num_v=10, num_e=8)\n" + ] + } + ], + "source": [ + "small_mhg.add_hyperedges([[4, 7], [2, 5]])\n", + "print(small_mhg)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "small_v_label = [str(i) for i in range(small_mhg.num_v)]\n", + "e_color = ['r'] * 4 + ['b'] * 4\n", + "v_color = ['r'] * 5 + ['b'] * 5\n", + "small_mhg.draw(v_label=small_v_label, v_color=v_color, e_color=e_color)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hypergraph(num_v=10, num_e=21)\n" + ] + } + ], + "source": [ + "small_hg1_temp = dhg.Hypergraph(5, [(0, 1, 2), (2, 3), (0, 4)])\n", + "small_hg2_temp = dhg.Hypergraph(5, [(1, 3, 2), (0, 3), (2, 4)])\n", + "small_mhg_temp = MultilayerHypergraph(10, 2, layers_list=[small_hg1_temp, small_hg2_temp], prob_inner_layer_connect=0.7)\n", + "small_mhg_temp = small_mhg_temp.construct_multi_layer_hypergraph()\n", + "print(small_mhg_temp)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "small_v_label_temp = [str(i) for i in range(small_mhg_temp.num_v)]\n", + "e_color = ['r'] * 7 + ['b'] * 8\n", + "v_color = ['r'] * 5 + ['b'] * 5\n", + "small_mhg.draw(v_label=small_v_label_temp, v_color=v_color, e_color=e_color)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "use_dhg", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.19" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tests/structure/test_multilayer_hypergraph.py b/tests/structure/test_multilayer_hypergraph.py new file mode 100644 index 0000000..62110b0 --- /dev/null +++ b/tests/structure/test_multilayer_hypergraph.py @@ -0,0 +1,64 @@ +import torch +import pytest + +from dhg import Hypergraph, MultilayerHypergraph + + +@pytest.fixture +def g1(): + return Hypergraph(6, [(0, 1, 2, 5), (0, 1), (2, 3, 4), (3, 2, 4)]) + + +@pytest.fixture +def g2(): + return Hypergraph(5, [(1, 2, 3), (0, 1, 3), (0, 1), (2, 4, 3), (2, 3)]) + + +def test_construct_multilayer_hypergraph(g1, g2): + mhg = MultilayerHypergraph(11, 2, [g1, g2]) + + assert mhg.num_layers == 2 + assert mhg.layers_list == [g1, g2] + assert mhg.num_v == 11 + assert mhg.prob_inner_layer_connect == 0 + assert mhg.device == torch.device("cpu") + + combined = mhg.construct_multi_layer_hypergraph() + assert type(combined) is Hypergraph + assert combined.num_v == 11 + assert combined.num_e == g1.num_e + g2.num_e + + +def test_offsets_are_local_and_repeatable(g1, g2): + mhg = MultilayerHypergraph(11, 2, [g1, g2]) + + assert mhg.node_layer_list() == [list(g1.v), [v + 6 for v in g2.v]] + first = mhg._inter_layer_connect() + second = mhg._inter_layer_connect() + assert first == second + assert mhg.construct_multi_layer_hypergraph().num_e == g1.num_e + g2.num_e + + +def test_select_nodes_accepts_range(monkeypatch): + monkeypatch.setattr( + "dhg.structure.hypergraphs.multilayer_hypergraph.random.random", + lambda: 0, + ) + assert MultilayerHypergraph.select_nodes(range(3), 1.0) == [0, 1, 2] + + +def test_mapping_save_writes_once(g1, g2, tmp_path): + source_a = tmp_path / "a.txt" + source_b = tmp_path / "b.txt" + source_a.write_text("geneA\t1\ngeneB\t2\n", encoding="utf-8") + source_b.write_text("geneA\t7\ngeneB\t8\n", encoding="utf-8") + output = tmp_path / "merged.txt" + mhg = MultilayerHypergraph(11, 2, [g1, g2]) + + assert mhg.load_interlayer_mapping( + [str(source_a), str(source_b)], True, output + ) == [(1, 7), (2, 8)] + assert output.read_text(encoding="utf-8").splitlines() == [ + "geneA [1, 7]", + "geneB [2, 8]", + ] \ No newline at end of file