{ "cells": [ { "cell_type": "markdown", "id": "38424951", "metadata": {}, "source": [ "# Inputation and integration for simulation" ] }, { "cell_type": "markdown", "id": "c624b127", "metadata": {}, "source": [ "## loading package" ] }, { "cell_type": "code", "execution_count": 3, "id": "4649e3da", "metadata": {}, "outputs": [], "source": [ "import scanpy as sc\n", "import torch as th\n", "import torch.nn as nn\n", "from matplotlib import rcParams\n", "from SpaMIE.create_graph import Sagegraph\n", "from SpaMIE.spamie_main import Sagewrapper\n", "config = {\n", " \"font.family\":'Times New Roman', \n", " \"font.size\":20, \n", " \"axes.unicode_minus\": False \n", "}\n", "rcParams.update(config)" ] }, { "cell_type": "markdown", "id": "8e0e6adb", "metadata": {}, "source": [ "## Imputation" ] }, { "cell_type": "code", "execution_count": 2, "id": "17652a14", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/data/xiangdw/MODEL/SpaMIE/spamie_net.py:98: UserWarning: Implicit dimension choice for softmax has been deprecated. Change the call to include dim=X as an argument.\n", " self.alpha = F.softmax(torch.squeeze(self.vu) + 1e-6)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Early stopped.\n" ] } ], "source": [ "device = th.device('cuda:0' if th.cuda.is_available() else 'cpu')\n", "file_fold = '/data/xiangdw/data/data/'\n", "a = []\n", "layers_nums = 3\n", "seeds = 1\n", "adata_omics1 = sc.read_h5ad(file_fold + str(seeds) + '_simu_pred_mod2.h5ad')\n", "adata_omics2 = sc.read_h5ad(file_fold + str(seeds) + '_simu_pred_mod1.h5ad')\n", "\n", "modalities = [adata_omics1, adata_omics2]\n", "g_spatial_omics1, g_feature_omics1, adata_omics1, adata_omics2 = Sagegraph(modalities, device, datatype='simu', batch=False)\n", "output_dir = '/data/xiangdw/data/pred result/'\n", "weight = [0,0,1]\n", "\n", "pred_name = 'simu_SpaMIE_'+str(layers_nums)+'_pred.csv'\n", "true_name = 'simu_SpaMIE_'+str(layers_nums)+'_truth.csv'\n", "\n", "in_feat = adata_omics1.obsm['feat'].shape[1]\n", "out_feat = adata_omics2.X.shape[1]\n", "\n", "model = Sagewrapper(seed=(int(seeds)), device=device, in_feat=in_feat, n_hidden=256, out_feat=out_feat, task='prediction', datatype='simu',\n", " layers_nums=int(layers_nums), weight=weight, epoch=600, res_type='res_add', activation=nn.LeakyReLU\n", " , sagetype='mean', lr=2e-4, lr2 = 0.002)\n", "\n", "adata_omics1_pred, adata_omics2_pred, test_idx, train_idx,wt,alph = model.fit(adata_omics1, adata_omics2, g_spatial_omics1, g_feature_omics1, \n", " output_dir=output_dir, pred_name=pred_name, \n", " true_name=true_name, weight=True, save_csv=False)\n", "\n" ] }, { "cell_type": "markdown", "id": "3103d572", "metadata": {}, "source": [ "## Integration" ] }, { "cell_type": "code", "execution_count": 2, "id": "04cc3186", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/data/xiangdw/MODEL/SpaMIE/spamie_net.py:98: UserWarning: Implicit dimension choice for softmax has been deprecated. Change the call to include dim=X as an argument.\n", " self.alpha = F.softmax(torch.squeeze(self.vu) + 1e-6)\n", "/data/xiangdw/MODEL/SpaMIE/spamie_net.py:66: UserWarning: Implicit dimension choice for softmax has been deprecated. Change the call to include dim=X as an argument.\n", " self.alpha = F.softmax(torch.squeeze(self.vu) + 1e-6)\n" ] } ], "source": [ "import torch.nn.functional as F\n", "from SpaMIE.create_graph import Sagegraph\n", "from SpaMIE.spamie_main import Sagewrapper\n", "import numpy as np\n", "from model_integration import set_seed\n", "device = th.device('cuda:0' if th.cuda.is_available() else 'cpu')\n", "\n", "seeds = 1\n", "path = '/data/xiangdw/data/data/'\n", "adata_omics1 = sc.read_h5ad(path + str(seeds) + '_simu_pred_mod2.h5ad')\n", "adata_omics2 = sc.read_h5ad(path + str(seeds) + '_simu_pred_mod1.h5ad')\n", "\n", "test_idx = '/data/xiangdw/data/pred result/sage pred result/'+str(seeds)+'_simu_test_idx.csv'\n", "y_pred_name = '/data/xiangdw/data/pred result/SpaMIE pred result/'+str(seeds)+'simu_SpaMIE_new_res3_wt_pred_50.csv'\n", "\n", "set_seed(2024) \n", "modalities = [adata_omics1, adata_omics2]\n", "g_spatial_omics1, g_feature_omics1, g_spatial_omics2,g_feature_omics2, adata_omics1, adata_omics2 = Sagegraph(modalities, device, task=\"Integration\", test_idx_name=test_idx,\n", " y_pred_name=y_pred_name, pred_joint=True, datatype=\"simu\",batch=False)\n", "\n", "in_feat = adata_omics1.obsm['feat'].shape[1]\n", "out_feat = adata_omics2.X.shape[1]\n", "weight = [1,1,1]\n", "model = Sagewrapper(seed=(int(seeds)), device=device, in_feat=in_feat, n_hidden=256, out_feat=out_feat, task='integration', datatype='simu',\n", " layers_nums=int(3), weight=weight, epoch=600, res_type='res_add', activation=nn.LeakyReLU\n", " , sagetype='mean', lr=2e-4, lr2 = 0.002)\n", "\n", "output = model.fit(adata_omics1, adata_omics2, g_spatial_omics1, g_feature_omics1, g_spatial_omics2, g_feature_omics2, weight_factors=[1,5,1,1])\n", "\n", "adata_omics2.obsm['SpaMIE'] = output[0].detach().cpu().numpy()" ] }, { "cell_type": "markdown", "id": "4c54a675", "metadata": {}, "source": [ "## Visualisation" ] }, { "cell_type": "code", "execution_count": 3, "id": "6c4fbb2f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Searching resolution...\n", "resolution=0.401, cluster number=5\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/data/xiangdw/conda_env/GNNS/lib/python3.8/site-packages/scanpy/plotting/_tools/scatterplots.py:394: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from SpatialGlue.utils import clustering\n", "tool = 'louvain'\n", "clustering(adata_omics2, key='SpaMIE', add_key='SpaMIE',start=0.001, end=0.5, increment=0.1, n_clusters=5, method=tool, use_pca=False)\n", "sc.pl.embedding(adata_omics2, basis='spatial', color=['SpaMIE'], title='SpaMIE', s=300, show=False)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.18" } }, "nbformat": 4, "nbformat_minor": 5 }