FastHigashi_sciHiC_Ramani.ipynb 644 KB
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{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e7ac4888",
   "metadata": {},
   "source": [
    "There are two Ramani et al. datasets, one uses all libraries (used for benchmarking in scVI-3D (3DVI) paper) and one with only ML1 & ML3 library (Used in scHiCluster, Higashi and Fast-Higashi manuscript). We refer to them as ramani_all and ramani_subset. We'll run Fast-Higashi on both of these dataset. Let's try ramani_subset first. \n",
    "\n",
    "NOTE: for this dataset, because different library contains non-overlapping cell types and have different coverage, it's hard to evaluate batch correction / coverage correction method on this dataset, because the technical variability is highly corrrelated with biological ones."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "75c22cca",
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "542d8b25",
   "metadata": {},
   "outputs": [],
   "source": [
    "from fasthigashi.FastHigashi_Wrapper import *\n",
    "# Set the path to the configuration file, change it accordingly\n",
    "# The format of the config file is the same as the Higashi config JSON\n",
    "config = \"/home/rzhang/fast_higashi_git/config_dir/config_sciHiC_ramani_1m.JSON\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2a899a45",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "setting to gpu:1\n"
     ]
    }
   ],
   "source": [
    "# initialize the model\n",
    "wrapper = FastHigashi(config_path=config,\n",
    "                      path2input_cache=None, # when setting at None, will use the temp_dir on the JSON file\n",
    "                      path2result_dir=None, # same as above\n",
    "                      off_diag=100,\n",
    "                      filter=True,\n",
    "                      do_conv=True, # dataset with low coverage, turn on conv\n",
    "                      do_rwr=True, # dataset with low coverage, turn on partial rwr\n",
    "                      do_col=False,\n",
    "                      no_col=False)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a3246cff",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "generating start/end dict for chromosome\n",
      "extracting from filelist.txt\n"
     ]
    },
    {
     "data": {
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       "total": 620,
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      "text/plain": [
       "  0%|          | 0/620 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fast process finishes\n",
      "contact pairs to sparse mtx takes: 5.04 s\n"
     ]
    }
   ],
   "source": [
    "# From contact pairs to the sparse matrices and store them on disk\n",
    "if not os.path.exists(os.path.join(wrapper.temp_dir, \"raw\", \"%s_sparse_adj.npy\" % wrapper.chrom_list[0])):\n",
    "    start = time.time()\n",
    "    wrapper.fast_process_data()\n",
    "    print(\"contact pairs to sparse mtx takes: %.2f s\" % (time.time() - start))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c72ab19f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total number of cells that pass qc check 458 bad 162 total: 620\n",
      "cache file = /home/rzhang/Higashi/Temp/sciHiC_ramani_1m/cache_intra_1000000_offdiag_100_.pkl\n"
     ]
    },
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       "prefix": "packing sparse mtx into sparse tensors",
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      "text/plain": [
       "packing sparse mtx into sparse tensors:   0%|          | 0/23 [00:00<?, ?it/s]"
      ]
     },
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       "prefix": "Sorting indices in sparse tensors",
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       "unit": "it",
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       "unit_scale": false
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      "text/plain": [
       "Sorting indices in sparse tensors:   0%|          | 0/23 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "saving cached input to /home/rzhang/Higashi/Temp/sciHiC_ramani_1m/cache_intra_1000000_offdiag_100_.pkl\n",
      "gpu mem\n",
      "c_nvmlMemory_t(total: 25757220864 B, free: 25430523904 B, used: 326696960 B)\n",
      "sparsity 0.024508743583174338\n",
      "sparsity below threshold, automatically col_normalize\n",
      "do_conv True do_rwr True do_col True\n",
      "recommend_bs_cell [458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458, 458] pinning memory\n",
      "packing sparse mtx takes: 7.19 s\n"
     ]
    }
   ],
   "source": [
    "# packing data from sparse matrices to sparse tensors\n",
    "start = time.time()\n",
    "wrapper.prep_dataset(batch_norm=True) # when there's a batch_id given in the JSON, it will try to pre-correct batch related coverage bias / off-diag ratio bias\n",
    "print(\"packing sparse mtx takes: %.2f s\" % (time.time() - start))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4ff26503",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dim1_0.6_rank_64_niterp_1_\n",
      "n_iter_parafac 1\n",
      "time elapsed: 0.00\n"
     ]
    },
    {
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       "prefix": "initializing params",
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      "text/plain": [
       "initializing params:   0%|          | 0/23 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
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    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "rwr iters: [5 5 4 4 4 4 4 4 5 4 4 4 4 4 4 4 4 4 4 4 4 4 4]\n",
      "time elapsed: 10.30\n",
      "finish init\n",
      "Starting iteration 0\n",
      "\n",
      "PARAFAC2 re=10.547 takes 2.0s\n",
      "Starting iteration 1\n",
      "\n",
      "PARAFAC2 re=0.337 9.99e-01 variation min1.0e+00 at chrom 20, max1.0e+00 at chrom 0 takes 1.9s\n",
      "Starting iteration 2\n",
      "\n",
      "PARAFAC2 re=0.331 3.98e-02 variation min2.4e-02 at chrom 4, max8.4e-02 at chrom 8 takes 1.9s\n",
      "Starting iteration 3\n",
      "\n",
      "PARAFAC2 re=0.326 2.89e-02 variation min2.5e-02 at chrom 22, max3.8e-02 at chrom 15 takes 1.9s\n",
      "Starting iteration 4\n",
      "\n",
      "PARAFAC2 re=0.324 1.31e-02 variation min9.9e-03 at chrom 20, max2.0e-02 at chrom 16 takes 1.9s\n",
      "Starting iteration 5\n",
      "\n",
      "PARAFAC2 re=0.323 6.58e-03 variation min5.0e-03 at chrom 13, max1.1e-02 at chrom 16 takes 1.9s\n",
      "Starting iteration 6\n",
      "\n",
      "PARAFAC2 re=0.322 3.94e-03 variation min3.0e-03 at chrom 13, max6.9e-03 at chrom 16 takes 1.9s\n",
      "Starting iteration 7\n",
      "\n",
      "PARAFAC2 re=0.321 2.71e-03 variation min2.1e-03 at chrom 22, max4.9e-03 at chrom 16 takes 2.0s\n",
      "Starting iteration 8\n",
      "\n",
      "PARAFAC2 re=0.321 2.03e-03 variation min1.6e-03 at chrom 22, max3.7e-03 at chrom 16 takes 1.9s\n",
      "Starting iteration 9\n",
      "\n",
      "PARAFAC2 re=0.321 1.61e-03 variation min1.3e-03 at chrom 22, max2.9e-03 at chrom 16 takes 1.9s\n",
      "n_iter_para 2\n",
      "Starting iteration 10\n",
      "\n",
      "PARAFAC2 re=0.321 1.33e-03 variation min1.1e-03 at chrom 3, max2.3e-03 at chrom 16 takes 2.0s\n",
      "Starting iteration 11\n",
      "\n",
      "PARAFAC2 re=0.320 1.83e-03 variation min1.4e-03 at chrom 3, max2.7e-03 at chrom 16 takes 2.0s\n",
      "Starting iteration 12\n",
      "\n",
      "PARAFAC2 re=0.320 1.47e-03 variation min1.2e-03 at chrom 3, max2.1e-03 at chrom 16 takes 2.0s\n",
      "Starting iteration 13\n",
      "\n",
      "PARAFAC2 re=0.320 1.24e-03 variation min9.6e-04 at chrom 3, max1.6e-03 at chrom 16 takes 2.0s\n",
      "Starting iteration 14\n",
      "\n",
      "PARAFAC2 re=0.320 1.07e-03 variation min7.8e-04 at chrom 20, max1.3e-03 at chrom 10 takes 2.0s\n",
      "Starting iteration 15\n",
      "\n",
      "PARAFAC2 re=0.320 9.31e-04 variation min6.3e-04 at chrom 20, max1.2e-03 at chrom 10 takes 2.0s\n",
      "Starting iteration 16\n",
      "\n",
      "PARAFAC2 re=0.319 8.24e-04 variation min5.0e-04 at chrom 20, max1.1e-03 at chrom 10 takes 2.0s\n",
      "Starting iteration 17\n",
      "\n",
      "PARAFAC2 re=0.319 7.37e-04 variation min4.2e-04 at chrom 20, max1.0e-03 at chrom 9 takes 2.0s\n",
      "Starting iteration 18\n",
      "\n",
      "PARAFAC2 re=0.319 6.61e-04 variation min3.5e-04 at chrom 20, max9.5e-04 at chrom 9 takes 2.0s\n",
      "Starting iteration 19\n",
      "\n",
      "PARAFAC2 re=0.319 6.01e-04 variation min2.8e-04 at chrom 20, max9.1e-04 at chrom 9 takes 2.0s\n",
      "n_iter_para 3\n",
      "Starting iteration 20\n",
      "\n",
      "PARAFAC2 re=0.319 5.55e-04 variation min2.3e-04 at chrom 20, max8.8e-04 at chrom 9 takes 2.1s\n",
      "Starting iteration 21\n",
      "\n",
      "PARAFAC2 re=0.319 6.76e-04 variation min2.7e-04 at chrom 20, max1.1e-03 at chrom 9 takes 2.2s\n",
      "Starting iteration 22\n",
      "\n",
      "PARAFAC2 re=0.319 6.10e-04 variation min2.0e-04 at chrom 20, max1.0e-03 at chrom 9 takes 2.3s\n",
      "Starting iteration 23\n",
      "\n",
      "PARAFAC2 re=0.319 5.57e-04 variation min1.4e-04 at chrom 20, max9.3e-04 at chrom 9 takes 2.2s\n",
      "Starting iteration 24\n",
      "\n",
      "PARAFAC2 re=0.319 5.11e-04 variation min1.1e-04 at chrom 20, max8.6e-04 at chrom 9 takes 2.2s\n",
      "Starting iteration 25\n",
      "\n",
      "PARAFAC2 re=0.319 4.72e-04 variation min9.4e-05 at chrom 20, max7.9e-04 at chrom 9 takes 2.1s\n",
      "Starting iteration 26\n",
      "\n",
      "PARAFAC2 re=0.319 4.35e-04 variation min8.7e-05 at chrom 20, max7.3e-04 at chrom 9 takes 2.1s\n",
      "Starting iteration 27\n",
      "\n",
      "PARAFAC2 re=0.318 4.03e-04 variation min7.8e-05 at chrom 20, max6.7e-04 at chrom 9 takes 2.1s\n",
      "Starting iteration 28\n",
      "\n",
      "PARAFAC2 re=0.318 3.75e-04 variation min7.9e-05 at chrom 20, max6.2e-04 at chrom 9 takes 2.1s\n",
      "Starting iteration 29\n",
      "\n",
      "PARAFAC2 re=0.318 3.49e-04 variation min7.8e-05 at chrom 20, max5.7e-04 at chrom 9 takes 2.1s\n",
      "start transform\n",
      "takes: 71.32 s\n"
     ]
    }
   ],
   "source": [
    "\n",
    "wrapper.run_model(extra=\"\", # can be any words, this will be appended to the model name when the model is saved. Used as an identifier.\n",
    "                  rank=64, # there are only a little number of cells, so adjust the rank accordingly\n",
    "                  n_iter_parafac=1,\n",
    "                  tol=2e-5 # In the original manuscript, we use this 3e-4 tolerance, but later we found that setting it to smaller ones might lead to better performance on some data. For this dataset, it leads to more robust results to the initialization\n",
    "                  )\n",
    "\n",
    "# loading existing trained models\n",
    "# This operation is optional when the model is just trained\n",
    "wrapper.load_model(extra=\"\",\n",
    "                   rank=64,\n",
    "                   n_iter_parafac=1\n",
    "                   )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "994fa04c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dict_keys(['embed_all', 'embed_raw', 'embed_l2_norm', 'restore_order', 'embed_correct_coverage_fh', 'embed_l2_norm_correct_coverage_fh'])\n"
     ]
    }
   ],
   "source": [
    "# getting embedding\n",
    "embed = wrapper.fetch_cell_embedding(final_dim=64,\n",
    "                                     restore_order=False)\n",
    "\n",
    "# 'embed_l2_norm' or 'embed_l2_norm_correct_coverage_fh' usually yields the best results, the latter one represents linear correction of sequencing depth bias.\n",
    "print (embed.keys())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "1afded92",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['index', 'cell type', 'coverage_fh'], dtype='object')\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2022-11-28 14:06:56.286584: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE4.1 SSE4.2 AVX AVX2 FMA\n",
      "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Check available label information\n",
    "print (wrapper.label_info.columns)\n",
    "from umap import UMAP\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import math\n",
    "embedding = embed['embed_l2_norm']\n",
    "vec = UMAP(n_components=2, n_neighbors=15, random_state=0, min_dist=0.1).fit_transform(embedding)\n",
    "\n",
    "fig = plt.figure(figsize=(14, 7))\n",
    "col = 'cell type'\n",
    "ax=sns.scatterplot(x=vec[:, 0], y=vec[:, 1], hue=wrapper.label_info[col], s=15, alpha=0.8, linewidth=0, palette=None, hue_order=np.unique(wrapper.label_info[col]))\n",
    "handles, labels = ax.get_legend_handles_labels()\n",
    "labels, handles = zip(*sorted(zip(labels, handles), key=lambda t: t[0]))\n",
    "ax.legend(handles=handles, labels=labels, bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0., ncol=2, prop={'size':8})\n",
    "ax.grid(False)\n",
    "# Hide axes ticks\n",
    "ax.set_xticks([])\n",
    "ax.set_yticks([])\n",
    "ax.set_xlabel('UMAP-1')\n",
    "ax.set_ylabel('UMAP-2')\n",
    "ax.set_title( \"Ramani et al. Nature Methods 2017 sciHi-C cell lines\")\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "42ea53a3",
   "metadata": {},
   "source": [
    "OK, Now let's try ramani_all"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "4e81c748",
   "metadata": {},
   "outputs": [],
   "source": [
    "from fasthigashi.FastHigashi_Wrapper import *\n",
    "# Set the path to the configuration file, change it accordingly\n",
    "# The format of the config file is the same as the Higashi config JSON\n",
    "config = \"/home/rzhang/fast_higashi_git/config_dir/config_sciHiC_ramani_all_1m.JSON\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "6bf4fb10",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "setting to gpu:5\n"
     ]
    }
   ],
   "source": [
    "# initialize the model\n",
    "wrapper_all = FastHigashi(config_path=config,\n",
    "                      path2input_cache=None, # when setting at None, will use the temp_dir on the JSON file\n",
    "                      path2result_dir=None, # same as above\n",
    "                      off_diag=100,\n",
    "                      filter=True,\n",
    "                      do_conv=True, # dataset with low coverage, turn on conv\n",
    "                      do_rwr=True, # dataset with low coverage, turn on partial rwr\n",
    "                      do_col=False,\n",
    "                      no_col=False)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b3e80d43",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "generating start/end dict for chromosome\n",
      "extracting from filelist.txt\n"
     ]
    },
    {
     "data": {
      "application/json": {
       "ascii": false,
       "bar_format": null,
       "colour": null,
       "elapsed": 0.01100778579711914,
       "initial": 0,
       "n": 0,
       "ncols": null,
       "nrows": 59,
       "postfix": null,
       "prefix": "",
       "rate": null,
       "total": 2271,
       "unit": "it",
       "unit_divisor": 1000,
       "unit_scale": false
      },
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c050b2dbb6194fe4a05db967be64941f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/2271 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fast process finishes\n",
      "contact pairs to sparse mtx takes: 16.51 s\n"
     ]
    }
   ],
   "source": [
    "# From contact pairs to the sparse matrices and store them on disk\n",
    "if not os.path.exists(os.path.join(wrapper_all.temp_dir, \"raw\", \"%s_sparse_adj.npy\" % wrapper_all.chrom_list[0])):\n",
    "    start = time.time()\n",
    "    wrapper_all.fast_process_data()\n",
    "    print(\"contact pairs to sparse mtx takes: %.2f s\" % (time.time() - start))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f340e307",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total number of cells that pass qc check 1584 bad 687 total: 2271\n",
      "cache file = /home/rzhang/Higashi/Temp/sciHiC_ramani_all_1m/cache_intra_1000000_offdiag_100_.pkl\n",
      "will do per batch normalization\n"
     ]
    },
    {
     "data": {
      "application/json": {
       "ascii": false,
       "bar_format": null,
       "colour": null,
       "elapsed": 0.0110931396484375,
       "initial": 0,
       "n": 0,
       "ncols": null,
       "nrows": 59,
       "postfix": null,
       "prefix": "packing sparse mtx into sparse tensors",
       "rate": null,
       "total": 23,
       "unit": "it",
       "unit_divisor": 1000,
       "unit_scale": false
      },
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f429ef323aac4e8b8a947e2ce38ea1eb",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "packing sparse mtx into sparse tensors:   0%|          | 0/23 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/json": {
       "ascii": false,
       "bar_format": null,
       "colour": null,
       "elapsed": 0.010379552841186523,
       "initial": 0,
       "n": 0,
       "ncols": null,
       "nrows": 59,
       "postfix": null,
       "prefix": "Sorting indices in sparse tensors",
       "rate": null,
       "total": 23,
       "unit": "it",
       "unit_divisor": 1000,
       "unit_scale": false
      },
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "3652b211e7804cb7a9331830e8d4a845",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Sorting indices in sparse tensors:   0%|          | 0/23 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "saving cached input to /home/rzhang/Higashi/Temp/sciHiC_ramani_all_1m/cache_intra_1000000_offdiag_100_.pkl\n",
      "gpu mem\n",
      "c_nvmlMemory_t(total: 25757220864 B, free: 25430523904 B, used: 326696960 B)\n",
      "sparsity 0.025970532506857172\n",
      "sparsity below threshold, automatically col_normalize\n",
      "do_conv True do_rwr True do_col True\n",
      "recommend_bs_cell [1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584, 1584] pinning memory\n",
      "packing sparse mtx takes: 18.21 s\n"
     ]
    }
   ],
   "source": [
    "# packing data from sparse matrices to sparse tensors\n",
    "start = time.time()\n",
    "wrapper_all.prep_dataset(batch_norm=True) # when there's a batch_id given in the JSON, it will try to pre-correct batch related coverage bias / off-diag ratio bias\n",
    "print(\"packing sparse mtx takes: %.2f s\" % (time.time() - start))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "8e176a91",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dim1_0.6_rank_64_niterp_1_\n",
      "n_iter_parafac 1\n",
      "time elapsed: 0.99\n"
     ]
    },
    {
     "data": {
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       "elapsed": 0.010726451873779297,
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       "postfix": null,
       "prefix": "initializing params",
       "rate": null,
       "total": 23,
       "unit": "it",
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       "unit_scale": false
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      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c1ab120202a143dbae020662eed4a827",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "initializing params:   0%|          | 0/23 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "rwr iters: [5 5 4 4 4 4 4 4 5 4 4 4 4 4 4 4 4 4 4 4 4 4 4]\n",
      "time elapsed: 25.13\n",
      "finish init\n",
      "Starting iteration 0\n",
      "\n",
      "PARAFAC2 re=10.463 takes 2.5s\n",
      "Starting iteration 1\n",
      "\n",
      "PARAFAC2 re=0.349 9.99e-01 variation min1.0e+00 at chrom 21, max1.0e+00 at chrom 0 takes 2.6s\n",
      "Starting iteration 2\n",
      "\n",
      "PARAFAC2 re=0.345 2.76e-02 variation min1.8e-02 at chrom 4, max8.0e-02 at chrom 20 takes 2.6s\n",
      "Starting iteration 3\n",
      "\n",
      "PARAFAC2 re=0.343 8.94e-03 variation min7.3e-03 at chrom 6, max2.0e-02 at chrom 21 takes 2.8s\n",
      "Starting iteration 4\n",
      "\n",
      "PARAFAC2 re=0.342 3.30e-03 variation min1.4e-03 at chrom 20, max6.2e-03 at chrom 21 takes 2.7s\n",
      "Starting iteration 5\n",
      "\n",
      "PARAFAC2 re=0.342 1.73e-03 variation min-3.2e-04 at chrom 20, max3.3e-03 at chrom 5 takes 3.0s\n",
      "Starting iteration 6\n",
      "\n",
      "PARAFAC2 re=0.342 1.11e-03 variation min-4.3e-04 at chrom 20, max2.1e-03 at chrom 5 takes 2.8s\n",
      "Starting iteration 7\n",
      "\n",
      "PARAFAC2 re=0.342 7.96e-04 variation min-3.7e-04 at chrom 20, max1.5e-03 at chrom 21 takes 3.0s\n",
      "Starting iteration 8\n",
      "\n",
      "PARAFAC2 re=0.342 6.17e-04 variation min-3.2e-04 at chrom 20, max1.2e-03 at chrom 21 takes 2.7s\n",
      "Starting iteration 9\n",
      "\n",
      "PARAFAC2 re=0.342 5.00e-04 variation min-2.4e-04 at chrom 20, max9.6e-04 at chrom 21 takes 2.9s\n",
      "n_iter_para 2\n",
      "Starting iteration 10\n",
      "\n",
      "PARAFAC2 re=0.342 4.20e-04 variation min-2.0e-04 at chrom 20, max8.1e-04 at chrom 21 takes 2.7s\n",
      "Starting iteration 11\n",
      "\n",
      "PARAFAC2 re=0.341 5.80e-04 variation min1.6e-06 at chrom 20, max9.4e-04 at chrom 21 takes 2.9s\n",
      "Starting iteration 12\n",
      "\n",
      "PARAFAC2 re=0.341 4.70e-04 variation min-1.3e-04 at chrom 20, max6.9e-04 at chrom 5 takes 2.6s\n",
      "Starting iteration 13\n",
      "\n",
      "PARAFAC2 re=0.341 3.99e-04 variation min-1.5e-04 at chrom 20, max5.8e-04 at chrom 5 takes 2.9s\n",
      "Starting iteration 14\n",
      "\n",
      "PARAFAC2 re=0.341 3.41e-04 variation min-1.3e-04 at chrom 20, max4.9e-04 at chrom 5 takes 3.0s\n",
      "Starting iteration 15\n",
      "\n",
      "PARAFAC2 re=0.341 3.05e-04 variation min-1.1e-04 at chrom 20, max4.1e-04 at chrom 5 takes 2.8s\n",
      "Starting iteration 16\n",
      "\n",
      "PARAFAC2 re=0.341 2.66e-04 variation min-9.7e-05 at chrom 20, max3.4e-04 at chrom 5 takes 3.1s\n",
      "Starting iteration 17\n",
      "\n",
      "PARAFAC2 re=0.341 2.41e-04 variation min-7.4e-05 at chrom 20, max3.2e-04 at chrom 6 takes 2.6s\n",
      "Starting iteration 18\n",
      "\n",
      "PARAFAC2 re=0.341 2.19e-04 variation min-4.2e-05 at chrom 20, max2.9e-04 at chrom 6 takes 2.6s\n",
      "Starting iteration 19\n",
      "\n",
      "PARAFAC2 re=0.341 1.99e-04 variation min-1.3e-05 at chrom 20, max2.7e-04 at chrom 6 takes 2.6s\n",
      "n_iter_para 3\n",
      "Starting iteration 20\n",
      "\n",
      "PARAFAC2 re=0.341 1.83e-04 variation min-9.4e-07 at chrom 18, max2.5e-04 at chrom 6 takes 2.7s\n",
      "Starting iteration 21\n",
      "\n",
      "PARAFAC2 re=0.341 2.23e-04 variation min3.1e-05 at chrom 18, max2.9e-04 at chrom 6 takes 2.7s\n",
      "Starting iteration 22\n",
      "\n",
      "PARAFAC2 re=0.341 1.98e-04 variation min6.6e-06 at chrom 18, max2.6e-04 at chrom 11 takes 2.7s\n",
      "Starting iteration 23\n",
      "\n",
      "PARAFAC2 re=0.341 1.83e-04 variation min-4.7e-06 at chrom 18, max2.4e-04 at chrom 7 takes 2.6s\n",
      "Starting iteration 24\n",
      "\n",
      "PARAFAC2 re=0.341 1.68e-04 variation min-1.1e-05 at chrom 18, max2.3e-04 at chrom 7 takes 2.6s\n",
      "Starting iteration 25\n",
      "\n",
      "PARAFAC2 re=0.341 1.57e-04 variation min-1.2e-05 at chrom 18, max2.2e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 26\n",
      "\n",
      "PARAFAC2 re=0.341 1.42e-04 variation min-1.0e-05 at chrom 18, max2.1e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 27\n",
      "\n",
      "PARAFAC2 re=0.341 1.33e-04 variation min-8.4e-06 at chrom 18, max1.9e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 28\n",
      "\n",
      "PARAFAC2 re=0.341 1.24e-04 variation min-1.0e-05 at chrom 18, max1.8e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 29\n",
      "\n",
      "PARAFAC2 re=0.341 1.16e-04 variation min-2.8e-06 at chrom 18, max1.7e-04 at chrom 7 takes 2.7s\n",
      "n_iter_para 4\n",
      "Starting iteration 30\n",
      "\n",
      "PARAFAC2 re=0.341 1.08e-04 variation min4.7e-06 at chrom 18, max1.6e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 31\n",
      "\n",
      "PARAFAC2 re=0.341 1.25e-04 variation min1.6e-05 at chrom 18, max1.7e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 32\n",
      "\n",
      "PARAFAC2 re=0.341 1.14e-04 variation min1.4e-05 at chrom 18, max1.6e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 33\n",
      "\n",
      "PARAFAC2 re=0.341 1.04e-04 variation min5.6e-06 at chrom 18, max1.5e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 34\n",
      "\n",
      "PARAFAC2 re=0.341 9.91e-05 variation min2.4e-06 at chrom 20, max1.4e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 35\n",
      "\n",
      "PARAFAC2 re=0.341 8.98e-05 variation min-5.7e-06 at chrom 20, max1.3e-04 at chrom 4 takes 2.7s\n",
      "Starting iteration 36\n",
      "\n",
      "PARAFAC2 re=0.341 8.75e-05 variation min-1.3e-05 at chrom 20, max1.2e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 37\n",
      "\n",
      "PARAFAC2 re=0.341 7.90e-05 variation min-1.7e-05 at chrom 20, max1.1e-04 at chrom 4 takes 2.7s\n",
      "Starting iteration 38\n",
      "\n",
      "PARAFAC2 re=0.341 7.74e-05 variation min-2.4e-05 at chrom 20, max1.0e-04 at chrom 7 takes 2.7s\n",
      "Starting iteration 39\n",
      "\n",
      "PARAFAC2 re=0.341 7.07e-05 variation min-2.1e-05 at chrom 20, max9.6e-05 at chrom 7 takes 2.7s\n",
      "n_iter_para 5\n",
      "Starting iteration 40\n",
      "\n",
      "PARAFAC2 re=0.341 6.89e-05 variation min-2.3e-05 at chrom 20, max9.3e-05 at chrom 4 takes 2.7s\n",
      "Starting iteration 41\n",
      "\n",
      "PARAFAC2 re=0.341 7.34e-05 variation min-1.9e-05 at chrom 20, max9.7e-05 at chrom 1 takes 2.7s\n",
      "Starting iteration 42\n",
      "\n",
      "PARAFAC2 re=0.341 6.99e-05 variation min-2.0e-05 at chrom 20, max9.4e-05 at chrom 4 takes 2.7s\n",
      "Starting iteration 43\n",
      "\n",
      "PARAFAC2 re=0.341 6.63e-05 variation min-2.0e-05 at chrom 20, max9.1e-05 at chrom 1 takes 2.7s\n",
      "Starting iteration 44\n",
      "\n",
      "PARAFAC2 re=0.341 6.13e-05 variation min-2.1e-05 at chrom 20, max8.7e-05 at chrom 1 takes 2.8s\n",
      "Starting iteration 45\n",
      "\n",
      "PARAFAC2 re=0.340 5.99e-05 variation min-1.9e-05 at chrom 20, max8.4e-05 at chrom 1 takes 2.7s\n",
      "Starting iteration 46\n",
      "\n",
      "PARAFAC2 re=0.340 5.53e-05 variation min-1.8e-05 at chrom 20, max8.0e-05 at chrom 1 takes 2.7s\n",
      "Starting iteration 47\n",
      "\n",
      "PARAFAC2 re=0.340 5.27e-05 variation min-1.5e-05 at chrom 20, max7.9e-05 at chrom 1 takes 2.8s\n",
      "Starting iteration 48\n",
      "\n",
      "PARAFAC2 re=0.340 5.00e-05 variation min-1.7e-05 at chrom 20, max7.5e-05 at chrom 1 takes 2.7s\n",
      "Starting iteration 49\n",
      "\n",
      "PARAFAC2 re=0.340 4.65e-05 variation min-1.1e-05 at chrom 20, max7.3e-05 at chrom 4 takes 2.7s\n",
      "n_iter_para 6\n",
      "Starting iteration 50\n",
      "\n",
      "PARAFAC2 re=0.340 4.85e-05 variation min-1.2e-05 at chrom 20, max7.1e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 51\n",
      "\n",
      "PARAFAC2 re=0.340 4.87e-05 variation min-1.5e-05 at chrom 20, max7.4e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 52\n",
      "\n",
      "PARAFAC2 re=0.340 4.76e-05 variation min-7.3e-06 at chrom 20, max7.4e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 53\n",
      "\n",
      "PARAFAC2 re=0.340 4.46e-05 variation min-1.1e-05 at chrom 20, max7.1e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 54\n",
      "\n",
      "PARAFAC2 re=0.340 4.38e-05 variation min-8.1e-06 at chrom 20, max6.8e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 55\n",
      "\n",
      "PARAFAC2 re=0.340 4.17e-05 variation min-1.1e-05 at chrom 20, max6.7e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 56\n",
      "\n",
      "PARAFAC2 re=0.340 3.81e-05 variation min-1.3e-05 at chrom 20, max6.3e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 57\n",
      "\n",
      "PARAFAC2 re=0.340 3.68e-05 variation min-1.5e-05 at chrom 20, max6.1e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 58\n",
      "\n",
      "PARAFAC2 re=0.340 3.71e-05 variation min-1.2e-05 at chrom 21, max5.8e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 59\n",
      "\n",
      "PARAFAC2 re=0.340 3.27e-05 variation min-1.6e-05 at chrom 21, max5.9e-05 at chrom 4 takes 2.8s\n",
      "n_iter_para 7\n",
      "Starting iteration 60\n",
      "\n",
      "PARAFAC2 re=0.340 3.23e-05 variation min-1.7e-05 at chrom 21, max5.4e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 61\n",
      "\n",
      "PARAFAC2 re=0.340 3.39e-05 variation min-1.9e-05 at chrom 21, max5.6e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 62\n",
      "\n",
      "PARAFAC2 re=0.340 3.56e-05 variation min-1.9e-05 at chrom 21, max5.7e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 63\n",
      "\n",
      "PARAFAC2 re=0.340 3.15e-05 variation min-2.0e-05 at chrom 21, max5.3e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 64\n",
      "\n",
      "PARAFAC2 re=0.340 3.20e-05 variation min-2.4e-05 at chrom 21, max5.3e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 65\n",
      "\n",
      "PARAFAC2 re=0.340 2.88e-05 variation min-2.5e-05 at chrom 21, max5.1e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 66\n",
      "\n",
      "PARAFAC2 re=0.340 2.78e-05 variation min-2.5e-05 at chrom 21, max4.7e-05 at chrom 4 takes 2.8s\n",
      "Starting iteration 67\n",
      "\n",
      "PARAFAC2 re=0.340 2.76e-05 variation min-2.8e-05 at chrom 21, max4.7e-05 at chrom 4 takes 2.9s\n",
      "Starting iteration 68\n",
      "\n",
      "PARAFAC2 re=0.340 2.63e-05 variation min-2.7e-05 at chrom 21, max4.8e-05 at chrom 4 takes 2.8s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting iteration 69\n",
      "\n",
      "PARAFAC2 re=0.340 2.58e-05 variation min-2.6e-05 at chrom 21, max4.3e-05 at chrom 4 takes 2.9s\n",
      "n_iter_para 8\n",
      "Starting iteration 70\n",
      "\n",
      "PARAFAC2 re=0.340 2.43e-05 variation min-3.4e-05 at chrom 21, max4.1e-05 at chrom 4 takes 2.9s\n",
      "Starting iteration 71\n",
      "\n",
      "PARAFAC2 re=0.340 2.68e-05 variation min-2.5e-05 at chrom 21, max4.4e-05 at chrom 4 takes 2.9s\n",
      "Starting iteration 72\n",
      "\n",
      "PARAFAC2 re=0.340 2.59e-05 variation min-2.8e-05 at chrom 21, max4.3e-05 at chrom 4 takes 2.9s\n",
      "Starting iteration 73\n",
      "\n",
      "PARAFAC2 re=0.340 2.36e-05 variation min-3.1e-05 at chrom 21, max4.0e-05 at chrom 4 takes 2.9s\n",
      "converged in 73 iterations.\n",
      "start transform\n",
      "takes: 230.51 s\n"
     ]
    }
   ],
   "source": [
    "\n",
    "wrapper_all.run_model(extra=\"\", # can be any words, this will be appended to the model name when the model is saved. Used as an identifier.\n",
    "                  rank=64,\n",
    "                  n_iter_parafac=1,\n",
    "                  tol=2e-5 # In the original manuscript, we use this 3e-4 tolerance, but later we found that setting it to smaller ones might lead to better performance on some data. For this dataset, it leads to more robust results to the initialization\n",
    "                  )\n",
    "\n",
    "# loading existing trained models\n",
    "# This operation is optional when the model is just trained\n",
    "wrapper_all.load_model(extra=\"\",\n",
    "                   rank=64,\n",
    "                   n_iter_parafac=1\n",
    "                   )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "f981a06b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dict_keys(['embed_all', 'embed_raw', 'embed_l2_norm', 'restore_order', 'embed_correct_coverage_fh', 'embed_l2_norm_correct_coverage_fh'])\n"
     ]
    }
   ],
   "source": [
    "# getting embedding\n",
    "embed = wrapper_all.fetch_cell_embedding(final_dim=64,\n",
    "                                     restore_order=False)\n",
    "\n",
    "# 'embed_l2_norm' or 'embed_l2_norm_correct_coverage_fh' usually yields the best results, the latter one represents linear correction of sequencing depth bias.\n",
    "print (embed.keys())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "7930572c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['index', 'cell type', 'batch', 'coverage_fh'], dtype='object')\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x3000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Check available label information\n",
    "print (wrapper_all.label_info.columns)\n",
    "from umap import UMAP\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import math\n",
    "embedding = embed['embed_l2_norm']\n",
    "vec = UMAP(n_components=2, n_neighbors=25, random_state=0, min_dist=0.3).fit_transform(embedding)\n",
    "\n",
    "\n",
    "fig = plt.figure(figsize=(10, 30))\n",
    "for col_index, col in enumerate([\"cell type\", \"batch\"]):\n",
    "    ax = plt.subplot(6, 1, col_index + 1)\n",
    "    sns.scatterplot(x=vec[:, 0], y=vec[:, 1], hue=wrapper_all.label_info[col], ax=ax, s=15, alpha=0.8, linewidth=0, palette=None, hue_order=np.unique(wrapper_all.label_info[col]))\n",
    "    handles, labels = ax.get_legend_handles_labels()\n",
    "    labels, handles = zip(*sorted(zip(labels, handles), key=lambda t: t[0]))\n",
    "    ax.legend(handles=handles, labels=labels, bbox_to_anchor=(1.05, 1), loc=2, \n",
    "              borderaxespad=0., ncol=int(math.ceil(len(labels)) / 40 + 1), prop={'size': 6})\n",
    "    ax.set_title(col)\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "plt.close('all')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "98b2f07a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(14, 7))\n",
    "col = 'cell type'\n",
    "ax=sns.scatterplot(x=vec[:, 0], y=vec[:, 1], hue=wrapper_all.label_info[col], s=15, alpha=0.8, linewidth=0, palette=None, hue_order=np.unique(wrapper_all.label_info[col]))\n",
    "handles, labels = ax.get_legend_handles_labels()\n",
    "labels, handles = zip(*sorted(zip(labels, handles), key=lambda t: t[0]))\n",
    "ax.legend(handles=handles, labels=labels, bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0., ncol=2, prop={'size':8})\n",
    "ax.grid(False)\n",
    "# Hide axes ticks\n",
    "ax.set_xticks([])\n",
    "ax.set_yticks([])\n",
    "ax.set_xlabel('UMAP-1')\n",
    "ax.set_ylabel('UMAP-2')\n",
    "ax.set_title( \"Ramani et al. Nature Methods 2017 sciHi-C cell lines\")\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "14ce44a1",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.10.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}