new approach for functional brain parcellation.ipynb

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     "source": "Preface\n=======\nWork shown on this page heavily utilizes custom python code named `rsnetwork` currently on private [bitbucket repo](https://bitbucket.org/sangoh/rsnetwork). Access can be given upon request (warning: could change at any time)\n\nHuman Connectome Project (HCP) was used as source of data. Scan duration, resolution and initial pre-processing seems excellent.\n\nNotation\n--------\n\nLet $X \\in \\mathbb{R}^{n\\times p}$ denote a (column-wise standardized) resting state fMRI scan data in matrix of size corresponding to number of timepoints $n$ and number of voxels $p$. Assume that $X$ has been standardized so that each column $X_i$ for all $i=1,2,\\dots,p$ has zero mean and unit variance. For such data matrix $X$, the sample covariance matrix is $S = \\frac{1}{n} X'X$. Suppose each variable of $X$ is named such that the set of voxel ids is given by $V = \\{1,2,\\dots, p\\}$. \n\nFurther processing\n-------\nHCP [ICA-FIX resting state scan dataset](http://www.sciencedirect.com/science/article/pii/S1053811913011956) was further pre-preprocessed with the following steps (processing pipeline using [nipype](http://nipy.sourceforge.net/nipype/) can be found [here](http://nbviewer.ipython.org/gist/syoh/e8c3dd5c467342176849)):\n\n * Gray matter extraction using FreeSurfer output (supplied with each scan dataset)\n * Regressed out vascular and anatomical signal with [ANATICOR](http://www.sciencedirect.com/science/article/pii/S1053811910006580) using custom nipype interface\n * Applied band pass filter with [FSL temporal filter](http://nipy.sourceforge.net/nipype/interfaces/generated/nipype.interfaces.fsl.maths.html#temporalfilter) using\n $$ \\sigma_{Low} =  \\frac{1}{2\\ TR\\ \\lambda_L}\\\\\n \\sigma_{High} =  \\frac{1}{2\\ TR\\ \\lambda_H} $$\n where $\\lambda_L = 0.0083$, $\\lambda_H = 0.15$ and $TR = 0.72\\ sec.$\n"
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     "input": "import rsnetwork as rs\nimport nibabel as ni\nimport numpy as np\nimport pandas as pd\nimport nilearn.plotting as pl\nimport re\n\nimport inspect\nimport linecache\n\nfrom glob import glob\nfrom itertools import product\nfrom os.path import isfile\nfrom scipy.sparse import coo_matrix, csr_matrix\nfrom random import random\nfrom copy import copy, deepcopy\nfrom scipy.stats import gaussian_kde\n# import matplotlib.colors",
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     "language": "python",
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     "input": "subjid = ['103414']\nrepeat = ['1', '2']\nphase  = ['LR', 'RL']\n\ndtfiles = ['/home/syoh/Data/residuals/'+s+'/MNINonLinear/Results/rfMRI_REST'+r+'_'+p+'/resid4d_icafix_filt_de_masked.nii.gz' for s, r, p in product(subjid, repeat, phase)]\ngrfiles = ['/home/syoh/Projects/tmp/icafix_de/'+s+'/MNINonLinear/Results/rfMRI_REST'+r+'_'+p+'/resid4d_icafix_filt_de_masked.graph' for s, r, p in product(subjid, repeat, phase)]\ngrkeys = [s+'_'+r+'_'+p for s, r, p in product(subjid, repeat, phase)]",
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     "source": "Voxel-wise network reconstruction\n--------\nNetwork reconstruction used here employ modified [CONCORD](http://onlinelibrary.wiley.com/doi/10.1111/rssb.12088/abstract) method. CONCORD method performs sparse partial correlation model selection, which optimizes the following:\n$$ \\hat\\Omega_{la} = \\arg_{}\\min_\\Omega \\left\\{-\\log \\Omega_D + \\mbox{trace}(S\\Omega) + \\lambda_1\\|\\Omega\\|_1 \\right\\}, $$\nwhere $\\Omega_D$ is a diagonal matrix of $\\Omega$ by setting all off-diagonals to be zeros. $L_1$ penalty is defined as $\\|\\Omega\\|_1 = \\sum_{i\\neq j} |\\omega_{ij}|$\n\nModification of the algorithm is to add an $L_2$ penalty to account for correlated predictors. Elastic-net CONCORD optimizes\n$$ \\hat\\Omega_{en} = \\arg_{}\\min_\\Omega \\left\\{-\\log \\Omega_D + \\mbox{trace}(S\\Omega) + \\lambda_2\\|\\Omega\\|_2 + \\lambda_1\\|\\Omega\\|_1 \\right\\}, $$\nwhere $L_2$ penalty is defined as $\\|\\Omega\\|_2^2 = \\sum_{i\\neq j} \\omega_{ij}^2$. Parallelized solver was developed for Edison at NERSC to process each scan (1200 time points and 110K voxels). Using 512 processors, each scan can be processed in about 30 minutes. This optimization approach is [outlined here](http://papers.nips.cc/paper/5576-optimization-methods-for-sparse-pseudo-likelihood-graphical-model-selection).\n\nChoice of penalty parameters currently are $\\lambda_1 = 0.1$ and $\\lambda_2 = 0.2$ (the justification for this choice needs work)."
    },
    {
     "metadata": {},
     "cell_type": "markdown",
     "source": "Load scan data and computed network, $\\hat\\Omega_{en}$\n--------------"
    },
    {
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     "cell_type": "code",
     "input": "datlrg = rs.FmriData.from_nifti('/home/syoh/Data/residuals/103414/MNINonLinear/Results/rfMRI_REST1_LR/resid4d_icafix_filt_de_masked.nii.gz')\nnetlrg = rs.Network.from_triplet('/home/syoh/Projects/tmp/icafix_de/103414/MNINonLinear/Results/rfMRI_REST1_LR/resid4d_icafix_filt_de_masked.graph')\nnetlrg.fmri = datlrg",
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     "cell_type": "markdown",
     "source": "Convert $\\hat\\Omega_{en}$ to graph object and detect communities\n--------------\n\nOur key proposal is to use so called the graphical models to estimate functional brain regions. In order to do this, $\\hat\\Omega_{en}$ is converted into graph object, then communities in this graph are found by using [Louvain algorithm](https://en.wikipedia.org/wiki/Louvain_Modularity) (other hierarchical clustring methods can be used here). Louvain algorithm is a [community detection](https://en.wikipedia.org/wiki/Community_structure#Modularity_maximization) algorithm that maximizes [modularity](https://en.wikipedia.org/wiki/Modularity_(networks)). Each \"community\" would correspond to a parcellation. The implementation being used here is in [igraph](http://igraph.org/python/doc/igraph.GraphBase-class.html#community_multilevel) package for python."
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "netlrg.graph['imported'] = netlrg._graphify('imported')\nparlrg = rs.Parcellation(netlrg.graph['imported'])\nparlrg.detect_communities('multilevel', weights='w/d', return_levels=True)",
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     "cell_type": "markdown",
     "source": "Parcellations\n-------------\nHierarchical methods recursively merge clusters until modularity is maximized. Following plots show 3 different levels in the clustering hierarchy for a subject.\n\nFollowing plot shows the most coarse parcellation with 51 distinct regions"
    },
    {
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     "cell_type": "code",
     "input": "f = figure(figsize=(20,8))\n\npdat = parlrg.get_labels('multilevel', level=4, nifti_template=datlrg)\ncmap = rs.Utility.rand_cmap(int(pdat.get_data().max()))\n\npl.plot_stat_map(pdat, figure=f, cmap=cmap, cut_coords=(40, 10, -3))\nshow()",
     "prompt_number": 8,
     "outputs": [
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AFNrt9up2u715RGwUEVu2Wq3XRsTJEfG+dru9cUQcFBGnDGIX+50JcwAAAAAA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\n2feqNl7Y4sbfPXm/NtggXnjDbyMiP/+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       "text": "<matplotlib.figure.Figure at 0x7fd76da8e590>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "markdown",
     "source": "Following plot shows one of the finer parcellations with 2592 regions."
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "f = figure(figsize=(20,8))\n\npdat = parlrg.get_labels('multilevel', level=1, nifti_template=datlrg)\ncmap = rs.Utility.rand_cmap(int(pdat.get_data().max()))\n\npl.plot_stat_map(pdat, figure=f, cmap=cmap, cut_coords=(40, 10, -3))\nshow()",
     "prompt_number": 17,
     "outputs": [
      {
       "output_type": "display_data",
       "metadata": {},
       "png": 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       "text": "<matplotlib.figure.Figure at 0x7fd7c43a3ad0>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "markdown",
     "source": "We are led to ask, \"which is the better parcellation of the brain?\" \n\nThe answer to this question is unclear and likely depends on many factors."
    },
    {
     "metadata": {},
     "cell_type": "markdown",
     "source": "Post-selection Inference\n---------------------\n\nModified CONCORD algorithm uses $L_1$ and $L_2$ penalties. Recall that $L_1$ penalty induces sparsity and $L_2$ penalty helps with multi-collinearity of variables. Both of these penalties induce bias. We propose to re-compute the parameter estimates for the non-zero values only. \n\nSuppose that a partial correlation estimator $\\hat\\Omega$ is given. We first compute the residuals:\n\n$$ R = X(I - B), $$\n\nwhere the data is $X\\in \\mathbb{R}^{n\\times p}$ and matrix of regression coefficients $B = \\{\\beta_{ij}\\}$ is defined as\n\n$$ \\beta_{ij} = \n\\begin{cases}\n\\frac{\\omega_{ij}}{\\omega_{ii}},\\ \\mbox{ for }i\\neq j\\\\\n0,\\ \\mbox{ for }i = j\n\\end{cases}$$\n\nRecall that partial correlation is defined as (pairwise) correlation between residuals after removing effect of all other variables. Hence, we can infer estimates of partial correlations by \n\n$$\\mbox{cor} (X_i, X_j | X_{\\backslash i,j}) \\approx \\mbox{cor} (\\hat r_i, \\hat r_j)\\mbox{, where } r_k = X_k - \\sum_{m\\neq k} \\frac{\\omega_{km}}{\\omega_{kk}}X_m \\mbox{ and } k = \\{1,2,\\dots, p\\}$$\n\nNote that we compute partial correlation for only those non-zero edges in $\\hat\\Omega$.\n\n$$ \\tilde\\Omega = \n\\begin{cases}\n\\mbox{cor}(\\hat r_i, \\hat r_j)\\mbox{, if }\\hat\\omega_{ij} \\neq 0\\\\\n0\\mbox{, otherwise}\n\\end{cases}\n$$\n\nBelow, we compute the residual $R$."
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "clulrg, indlrg = parlrg.get_hierarchy('multilevel')\nreslrg = datlrg.compute_residual(netlrg.adjacency['imported'])",
     "prompt_number": 9,
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "markdown",
     "source": "`indlrg` is indexing variable which sorts the labels lexicographically."
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "tmpclu = clulrg[:, indlrg]\ntmpres = reslrg[:, indlrg]\ntmpnet = ((netlrg.adjacency['imported'].tocsr())[indlrg])[:, indlrg]",
     "prompt_number": 10,
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "markdown",
     "source": "Making sense of hierarchical results and adaptive tree cutting\n----------------------\n\nHierarchical results show us varying levels of detail in community detection. This hierarchical information is useful for deciding on a level of detail in our final parcellation. However, it is unclear how to choose one particular level in the hierarchy.\n\nCommunity detection algorithm chooses groupings of voxels that increase modularity score, which increase with higher number of intra-community edges (non-zero partial correlations) and vice versa. In addition, inter-community edges (non-zero partial correlations) can tell us how strongly correlated each pairwise voxels are in a community. In other words, how strong these inter-community edges are can tell us how functionally similar they are.\n\nStatistically speaking, in-cluster variance gets better as one increases number of clusters. We can use this principle to help us achieve desired level of average (or median) in-cluster variance.\n\nAdditional notation\n-------------------\n\nFor a fixed hierarchical level $k$, let $c_m^k$ denote $m$-th parcel, where $m=1,2,\\dots,M_k$. Of course, union of all $c_m^k$ is $V$.\n\n$$ V = \\cup_{m=1}^{M_k} c_m^k $$\n"
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "coherence = []\nvoxels = []\n\n## cycle through each level\nfor level in reversed(arange(5)):\n\n    parcs = unique(clulrg[level])\n\n    med_coherence = []\n    num_voxels= []\n\n    ## cycle through each parcellation\n    for one in parcs:\n\n        oneind = rs.Utility.get_index(tmpclu, one, level)\n        oneres = tmpres[:, oneind]\n        corr = corrcoef(oneres, rowvar=0)\n        nzs = (tmpnet[oneind])[:, oneind].tocoo()\n\n        # don't need the diagonal\n        d = find(nzs.row != nzs.col)\n        asdf = corr[nzs.row[d], nzs.col[d]]\n        med_coherence.append(median(asdf))\n        num_voxels.append(nzs.shape[0])\n\n    coherence.append(med_coherence)\n    voxels.append(num_voxels)",
     "prompt_number": 23,
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "markdown",
     "source": "Parcel median parcel correlation\n---------------\n\nLevel of detail on a parcellation should be driven by a measure of how functionally similar a parcel is. Although crude, one way to do this is to look at the average (or median) edge strength within a parcel. One can select a correlation threshold, and select increasingly finer parcellation given by the hierarchical clustering result.\n\nPlots below show distribution of median of non-zero correlations in $\\tilde\\Omega$"
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "f, a = subplots(5, 1, figsize=(15,10))\nfor s, a_ in zip(range(5), a):\n\n    l = len(coherence[s])\n    # print s, l\n    x = arange(l, dtype='float')/l\n\n    samp = abs(array(coherence[s]))\n    my_pdf = gaussian_kde(samp)\n\n    x = linspace(0, max(0.8, max(samp)), 100)\n    a_.plot(x, my_pdf(x), 'r')\n    a_.hist(samp, bins=28, normed=True)\n    a_.text(0.65, 0.95, ' '.join(['Level:', str(s), '/ Number of parcels:', str(l)]), \n            transform=a_.transAxes, fontsize=14, verticalalignment='top')\n\nshow()",
     "prompt_number": 36,
     "outputs": [
      {
       "png": 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QgWhk1aaQe7vp54GIiIiUNXGZgj/HipWkST4cPHiQWrXqc/TowfC2hIRKHDz4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\nYuUQlXiQf/M2/SjNr6EOR0RERCRPAh2kOeATM1tpZvfkR0AiYeOppyA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+8MzOJyfD8eOe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\nfOPgQWjcGJ57Dnr2BJJfzNp3c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       "text": "<matplotlib.figure.Figure at 0x7fd7c453ec10>",
       "output_type": "display_data",
       "metadata": {}
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "def parc_corr(pid, clu, res, net):\n\n    from rsnetwork.Utility import get_index\n    from numpy import corrcoef, where\n    \n    oneind = get_index(clu, pid)\n    oneres = res[:, oneind]\n    corr = corrcoef(oneres, rowvar=0)\n    nzs = (net[oneind])[:, oneind].tocoo()\n\n    # don't need the diagonal\n    d = where(nzs.row != nzs.col)\n    asdf = corr[nzs.row[d], nzs.col[d]]\n    return asdf\n\ndef check_parcs_corr(thr, clu, res, net):\n\n    from numpy import unique, corrcoef\n    from rsnetwork.Utility import get_index\n    from copy import deepcopy\n    \n    final = deepcopy(clu[0])\n    done = zeros_like(clu[0], dtype=int)\n    \n    for one in unique(final):\n\n        oneindx = get_index(clu, one)\n        # tsum = sum(clu[0, oneindx]) == thr\n        # tsum = abs(corrcoef(res[:, oneindx], rowvar=0)) > thr\n        corr = corrcoef(res[:, oneindx], rowvar=0)\n        nzs = (net[oneindx])[:, oneindx].tocoo()\n\n        # don't need the diagonal\n        d = where(nzs.row != nzs.col)\n        asdf = abs(corr[nzs.row[d], nzs.col[d]])\n\n#         print \"one:\", one, \"/ tsum:\", tsum, \"/ oneindx:\", len(oneindx)\n        \n        if median(asdf) > thr:\n            print one, \n            done[oneindx] += 1      # success\n        else:\n            print 'split', one\n            if len(clu) > 1:\n#                 print 'go down',\n                new_parc, new_status = check_parcs_corr(thr, clu[1:, oneindx], res[:, oneindx], (net[oneindx])[:, oneindx])\n                final[oneindx] = new_parc\n                done[oneindx] += new_status + 1\n            else:\n                print 'last one', one\n                done[oneindx] += 2  # failed to meet threshold\n            \n    return final, done\n\n# tclu = tmpclu[:, 39:89][::-1,:]\n# tres = tmpres[:, 39:89]\n# tnet = (tmpnet[39:89])[:, 39:89]\n\n# make all parcel ids unique across across levels in hierarchy\noffset = cumsum([0] + [len(unique(one)) for one in reversed(tmpclu)])[:-1]\ntclu = np.array([one + offset_ for one, offset_ in zip(tmpclu, reversed(offset))])\n\ntres = deepcopy(tmpres)\ntnet = deepcopy(tmpnet)\n\nasdf, qwer = check_parcs_corr(0.19, tclu[::-1, :], tres, tnet)\n\n# final = tclu[0]\n# done = zeros_like(tclu[0], dtype=bool)\n\n# thr = 1000\n# # pnext = max(final)\n# while any(logical_not(done)):\n    \n#     for one in unique(final[logical_not(done)]):\n#         oneindx = rs.Utility.get_index(tclu, one)\n#         print sum(final[oneindx])\n#         if sum(final[oneindx]) < thr:\n            \n#     break\n    \n# final",
     "prompt_number": 11,
     "outputs": [
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      },
      {
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       "stream": "stdout",
       "text": "split 22\nsplit"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " 76\nsplit"
      },
      {
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       "stream": "stdout",
       "text": " 194\nsplit 1153\n10136 10368 10379 10386 10393 split 10622\nlast one 10622\n10641 10650 split 1190\n10609 10610 10612 10894 10900 11207 11208 11211 "
      },
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       "text": "11214 11537 11846 11858 11862 12281 12292 12755 1194 1196 1226 split 1268\n10101 10104 10105 10373 10616 10619 10620 10621 "
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       "stream": "stdout",
       "text": "10623 split 10916\nlast one 10916\n10924 10935 10936 10937 11218 11223 split 11231\nlast one 11231\n11239 11240 11250 11251 11549 11557 11558 11567 11872 11880 11887 11897 11904 "
      },
      {
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       "stream": "stdout",
       "text": "split 1307\nsplit 3412\nlast one 3412\n10643 10903 10940 10944 10945 10960 11217 11222 11230 11265 split 11552\nlast one 11552\n11556 11563 11571 11600 11850 11856 11903 11905 11924 11948 "
      },
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       "text": "12290 12295 12305 12306 12307 12313 12320 12326 12349 12350 12778 12782 12783 12791 12792 12795 12801 12808 13226 13239 13258 13271 13278 13575 13576 13578 13579 split 13582\nlast one 13582\n13586 13587 13866 13872 13878 13885 13890 "
      },
      {
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       "stream": "stdout",
       "text": "13901 13908 13914 13915 13933 14254 14272 14279 14289 14301 14306 14312 14313 14791 14795 14806 14814 14826 15225 15228 15229 15233 15234 15241 15242 15245 15248 15249 15254 15255 15256 15257 15263 15264 "
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       "text": "15626 15631 15638 15639 15640 15645 15646 16260 16272 16577 1352 1354 1356 1361 1400 1403 1404 1405 1435 1436 1492 1494 1558 1560 1561 "
      },
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       "stream": "stdout",
       "text": "1595 1712 1714 1715 1756 1758 1762 1799 "
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       "stream": "stdout",
       "text": "1800 1802 1804 1838 212 "
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       "text": "32 "
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "split 33\nsplit"
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      {
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       "stream": "stdout",
       "text": " 87\n208"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " split 225\n1874 1916 1917 1952 1953 2039 split 2081\n16214 16783 17726 17727 17732 split 18048\nlast one 18048\n18052"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " 18380 split 18381\nlast one 18381\n18679 18970 18977 19300 19304 19307 19308 19636 2082 "
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "split 2111\n17356 17361 17370 17374 17377 17723 17725 17731 split 18041\nlast one 18041\n18046 18047 18051 split 18367\nlast one 18367\nsplit 18368\nlast one 18368\n18374 18375 18379 18664 18673 18680 18953 18962 18972 19289 19292 19295 19298 19623 "
      },
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       "stream": "stdout",
       "text": "19624 19972 19982 19983 20376 20386 20401 20402 20411 20753 20755 20775 20791 20803 20804 20811 20814 21157 split 21166\nlast one 21166\n21185 21189 21530 21536 21549 21555 21559 21560 21562 21563 21889 21894 split 21895\nlast one 21895\n21896 21900 "
      },
      {
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       "text": "21901 21907 21908 21917 21918 22254 22259 22260 22264 22265 22270 22284 22565 22566 22568 22569 22579 22583 22584 22860 22864 23946 2234 "
      },
      {
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       "stream": "stdout",
       "text": "split 2342\n18690 18969 18974 18975 18981 18982 19286 19296 19299 19302 19303 19625 19630 split 19634\nlast one 19634\nsplit 19635\nlast one 19635\n19638 19974 19975 19980 19986 19995 19996 19997 20001 20393 20394 20398 20763 20780 20792 20805 20806"
      },
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       "text": " 21147 21158 21167 21175 21176 21181 21537 21550 22251 2504 2505 2506 2507 2577 2579 2711 2776 230 "
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       "text": "231 269 "
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       "text": "40 "
      },
      {
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       "stream": "stdout",
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       "stream": "stdout",
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      },
      {
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       "stream": "stdout",
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      },
      {
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       "stream": "stdout",
       "text": "44 "
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "45 "
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "46 "
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "47 "
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "48 "
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "49 "
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "50\n"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "from sklearn.preprocessing import LabelEncoder\nle = LabelEncoder()\nle.fit(unique(asdf))\nblah = le.transform(asdf)",
     "prompt_number": 12,
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "\n\n#pdat = parlrg.get_labels('multilevel', level=1, nifti_template=datlrg)\n#pdat = ni.Nifti1Image(rs.Utility.embed(asdf, datlrg.nonzeros, datlrg.shape[:3], nifti_template=datlrg))\npdat = rs.Utility.embed(qwer[indlrg.argsort()], datlrg.nonzeros, datlrg.shape[:3], datlrg.affine)\n# cmap = rs.Utility.rand_cmap(5)\nni.save(pdat, \"adaptive_cutting_changes.nii.gz\")\n\n#pl.plot_stat_map(pdat, figure=f, cmap=cmap, cut_coords=(40, 10, -3), display_mode='z')\npl.plot_stat_map(pdat, figure=figure(figsize=(20,8)), cmap=cmap, cut_coords=5, display_mode='x')\npl.plot_stat_map(pdat, figure=figure(figsize=(20,8)), cmap=cmap, cut_coords=5, display_mode='y')\npl.plot_stat_map(pdat, figure=figure(figsize=(20,8)), cmap=cmap, cut_coords=5, display_mode='z')\nshow()\n",
     "prompt_number": 13,
     "outputs": [
      {
       "output_type": "display_data",
       "metadata": {},
       "png": 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3r7Jm1pN1tSrRKO2KfIn7aVecS7y/K9XR7044qtuvGz0144KmrxVjqOJxIjpu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\nx5bI2CpZiheIrf2fuWm/XJ9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       "text": "<matplotlib.figure.Figure at 0x7fd7e4a03790>"
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       "text": "<matplotlib.figure.Figure at 0x7fd7e4a037d0>"
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z5dsm5gpv+uDHinrCU0+V9YQJ+13O/saUiznCnWSkx+1fV9ctZ3/v3dNBBnz+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\neWA0i78N+W/5PtcFBmgM+b+5U9p3f8+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       "text": "<matplotlib.figure.Figure at 0x7fd7e4a66fd0>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "!pwd",
     "prompt_number": 264,
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "/home/syoh/Projects/tmp/icafix_de\r\n"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "!fslview adaptive_cutting_changes.nii.gz",
     "prompt_number": 263,
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "f = figure(figsize=(20,8))\n\n#pdat = parlrg.get_labels('multilevel', level=1, nifti_template=datlrg)\n#pdat = ni.Nifti1Image(rs.Utility.embed(asdf, datlrg.nonzeros, datlrg.shape[:3], nifti_template=datlrg))\npdat = rs.Utility.embed(blah[indlrg.argsort()], datlrg.nonzeros, datlrg.shape[:3], datlrg.affine)\ncmap = rs.Utility.rand_cmap(len(unique(pdat.get_data()))+1)\nni.save(pdat, \"adaptive_cut_parcellation.nii.gz\")\npl.plot_stat_map(pdat, figure=f, cmap=cmap, cut_coords=(40, 10, 44))\nshow()\n",
     "prompt_number": 267,
     "outputs": [
      {
       "output_type": "display_data",
       "metadata": {},
       "png": 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       "text": "<matplotlib.figure.Figure at 0x7f474aef7210>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "!fslview adaptive_cut_parcellation.nii.gz",
     "prompt_number": 248,
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "f = figure(figsize=(20,8))\n\npdat = parlrg.get_labels('multilevel', level=4, nifti_template=datlrg)\n#pdat = ni.Nifti1Image(rs.Utility.embed(asdf, datlrg.nonzeros, datlrg.shape[:3], nifti_template=datlrg))\n#pdat = rs.Utility.embed(blah[indlrg.argsort()], datlrg.nonzeros, datlrg.shape[:3], datlrg.affine)\ncmap = rs.Utility.rand_cmap(len(unique(pdat.get_data()))+1)\nni.save(pdat, \"no_adaptive_cut_parcellation.nii.gz\")\npl.plot_stat_map(pdat, figure=f, cmap=cmap, cut_coords=(40, 10, 44))\nshow()\n",
     "prompt_number": 268,
     "outputs": [
      {
       "output_type": "display_data",
       "metadata": {},
       "png": 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PelbX29+5+1PS+tKlS4vavx78krTt5w67suvXayMLE+419HPy5Mk99amflq51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\nw4daey0OWa+c9896YETDxx++QTlXRTR3o5mtR1U3sNm8XTV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ZWAEAGDie/PN2bez9V23r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\n",
       "text": "<matplotlib.figure.Figure at 0x7f47511482d0>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "# coherence2 = []\n# for oneclu in reversed(clulrg):\n    \n#     parcs = unique(oneclu)\n#     med_coherence = []\n    \n#     for oneparc in parcs:\n#         nzcorr = parc_corr(oneparc, oneclu, tmpres, tmpnet)\n#         med_coherence.append(median(nzcorr))\n    \n#     coherence2.append(med_coherence)\n#     break\n\n# k = 0\n# for one in parcs:\n\n#     oneind = rs.Utility.get_index(tmpclu, one, level)\n#     oneres = tmpres[:, oneind]\n#     corr = corrcoef(oneres, rowvar=0)\n#     nzs = (tmpnet[oneind])[:, oneind].tocoo()\n\n#     # don't need the diagonal\n#     d = find(nzs.row != nzs.col)\n#     asdf = corr[nzs.row[d], nzs.col[d]]\n#     med_coherence.append(median(asdf))\n#     num_voxels.append(nzs.shape[0])\n    \n# coherence.append(med_coherence)\n# voxels.append(num_voxels)\n",
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "",
     "prompt_number": 21,
     "outputs": [
      {
       "text": "<reversed at 0x7fd7c4a400d0>",
       "output_type": "pyout",
       "metadata": {},
       "prompt_number": 21
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "\nlevel = 4\nparcs = unique(clulrg[level])\n\ntmpclu = clulrg[:, indlrg]\ntmpres = reslrg[:, indlrg]\ntmpnet = ((netlrg.adjacency['imported'].tocsr())[indlrg])[:, indlrg]\n\nmin_coherence = 0.22\n\nmed_coherence = []\nnum_voxels= []\n\nk = 0\nfor one in parcs:\n\n    oneind = rs.Utility.get_index(tmpclu, one, level)\n    oneres = tmpres[:, oneind]\n    corr = corrcoef(oneres, rowvar=0)\n    nzs = (tmpnet[oneind])[:, oneind].tocoo()\n\n    # don't need the diagonal\n    d = find(nzs.row != nzs.col)\n    asdf = corr[nzs.row[d], nzs.col[d]]\n    med_coherence.append(median(asdf))\n    num_voxels.append(nzs.shape[0])\n    \ncoherence.append(med_coherence)\nvoxels.append(num_voxels)",
     "prompt_number": 272,
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "level = 2\nparcs = unique(clulrg[level])\n\nmed_coherence = []\nnum_voxels= []\n\nk = 0\nfor one in parcs:\n\n    oneind = rs.Utility.get_index(tmpclu, one, level)\n    oneres = tmpres[:, oneind]\n    corr = corrcoef(oneres, rowvar=0)\n    nzs = (tmpnet[oneind])[:, oneind].tocoo()\n\n    # don't need the diagonal\n    d = find(nzs.row != nzs.col)\n    asdf = corr[nzs.row[d], nzs.col[d]]\n    med_coherence.append(median(asdf))\n    num_voxels.append(nzs.shape[0])\n    \ncoherence.append(med_coherence)\nvoxels.append(num_voxels)",
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "level = 1\nparcs = unique(clulrg[level])\n\nmed_coherence = []\nnum_voxels= []\n\nk = 0\nfor one in parcs:\n\n    oneind = rs.Utility.get_index(tmpclu, one, level)\n    oneres = tmpres[:, oneind]\n    corr = corrcoef(oneres, rowvar=0)\n    nzs = (tmpnet[oneind])[:, oneind].tocoo()\n\n    # don't need the diagonal\n    d = find(nzs.row != nzs.col)\n    asdf = corr[nzs.row[d], nzs.col[d]]\n    med_coherence.append(median(asdf))\n    num_voxels.append(nzs.shape[0])\n    \ncoherence.append(med_coherence)\nvoxels.append(num_voxels)",
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "level = 0\nparcs = unique(clulrg[level])\n\nmed_coherence = []\nnum_voxels= []\n\nk = 0\nfor one in parcs:\n\n    oneind = rs.Utility.get_index(tmpclu, one, level)\n    oneres = tmpres[:, oneind]\n    corr = corrcoef(oneres, rowvar=0)\n    nzs = (tmpnet[oneind])[:, oneind].tocoo()\n\n    # don't need the diagonal\n    d = find(nzs.row != nzs.col)\n    asdf = corr[nzs.row[d], nzs.col[d]]\n    med_coherence.append(median(asdf))\n    num_voxels.append(nzs.shape[0])\n    \ncoherence.append(med_coherence)\nvoxels.append(num_voxels)",
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "min_coherence = 0.20\nplot(med_coherence)\naxhline(min_coherence, c='red')\nshow()",
     "prompt_number": 254,
     "outputs": [
      {
       "output_type": "display_data",
       "metadata": {},
       "png": 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d3033GlG5fXd3sqsDMGHbtSt57BkWe7C2R0U5zXL20Pu/qUXsg2mdKxmuNM6+\n2pz2a9ea0F95pc1Sm+Y7GOaYY9zZV6WWTtpKYp/kC1CLsz/qKBPxJJfPS5bY5X14BOyIEXYpm+T5\njRb7pUutfG3EiOSvmYRZs2x0YxqWL68eVSQR654e++JXWqyimc7+1lvh/vvNFX/yk+ku7QOicvvf\n/MZcd1TZZphhw6wceE+/QufK7NzZt8zxoosq19u//LLdai2njSMs9kmmSggjEt25nMbZjxplRuPA\ngb7bt26Fd73Lrtauvz5d8UY548fbyTvp/6cRDCixr9XZz5ljv48da5FGVB4aphZnL2K5fZKpjssj\nnICkUU6jxb7REU5AXIdjJZYv7/2fVSKJ2O/da/00la4Omin2DzxgM1mmKb8tJ8rZJ83rA9Lk9jt2\n9HX2b32rvV95FPToo1aF08jBVGGCNYJrcfZQObfv6rLb6NHJX6f82O3dC+95D3zwg1asUC8ire+k\nHVBin9bZb9tmZ+fwhFFJo5xanD0kz+3zKPaN7JwNOPPMdAti9/TYcnvB1Vglkoh9VIQDtv3Agfqn\nciinq8s6uefNq+91Tj3V4oJgEZCASguWVCNNbl8e44wZY7n8Qw/13a+ZEQ7Y//bZZ02Yx45N//wL\nL7SKnHDn8q5dFuGkceJhsT90yJZ9PPXU+MFsaWh1bj+gxD5tB20Q4YT/yUnFPunCJeUkye23bLG/\no1KdcpLJ0A4dsi9x0tGFUF3sDxwwQW7Gl/iMM6wmO2l2/Nxz5ryrdWYmEeuoqRIg3WRqaXjsMfv/\n15rjBowZY1cGa9f23V5twZJKpHH25WIPlXP7ZnXOBkyaZFc1tbh6sO/sscf27VxOk9cHBMdOFT7+\ncRt9f9tt9UU35bQ6tx9QYj99eroYJ5zXByQR+337LHtPM3o2IImzf+AB68GvNDAmibPfscNcW9x6\nmmHa2qInJlu2zIZ4J8mC0zJ5suXmSVfxiotwoHclpmpxXDVnD82Jch580AafNYLy+Es1fYxTj7OH\n3nr74ER96BA8/nj6Duc01Cv20L8qJ01eHxCI/c0321Xv3Xc3vj/LnX0Vpk2zM2HSycbCeX1AErGv\nZfRsQJJa+6gIB5KJfdoIB+yDOm1aZdFtVoQTkCbKieucDYhz5gNd7Mtz+82b7eR+9NHJX6NeZ3/q\nqXYFFVyprlplAhU3rXY9TJpkVzT1iH15bl+rs7/jDpsn6P77Gz+ADOpz9uURXxIGlNiPHGkfhi1b\nku1fq7Of+gZBAAAYJklEQVQPFhqvhThn39NjH8SoScmSjKKtRewhOspphdg/8USyfZ96Kt7ZQ/7E\nfu9eiw4adRzLnX2Q16cxIPU6e5G+o2mbndeD/V+7u9NX4oR529vsanXvXrtfq7N/4AGb/qDaIjH1\nUKuzf/HF2vqFBpTYQ/LcvqvLHEL5lLxJxb6WvB4sa924MXq06pNP2gc6qlojySjaV17pOxtlUiqJ\n/aFDNltgMypxAoLcPglJYhyoX+wbndk/8oj9nZVKPWshcPZBhJI2r4f6nT30ze2bnddD71VDPc5+\n3Lje6QugNmd/xRWwaFGyz2Kt1OLsf/ELW8oyKhmoxoAU+yS5/TPP2Bm5vEc/TYxTCyNHmmBHtbFa\nhAPNi3GgstivXGnvOXly+tdLSuDs4zppX33VRCfJ/CJBiV4UUaNnAxrt7BsZ4YDFNUOG9IpB2rwe\n6nf2YJHIL35hfT2tcPZB0UE9Yg99o5xanP1b3mKDp5pJGmevCl/5Clx2mc2c+pd/mf79BpzYJy2/\nrJTXQ/OdPVhuv2aNDT557jn7ov7yl3ZJePfd+RL7Zkc4YCfdnp74D3YQuyWp4c5bjNNosRfpm9vX\nIvZJ5ngJiBL7I4+0z83999v3JulKZbXSCGcPfcW+FmffCpI6+1274A/+wBaDf/TRZOtSVCLJfPa5\nYsaMZJUdlfJ6MAe7c6dV24wcWfm5L71U34d6zhx473vtAxbcDjvMfp51VvW8LUnp5SuvpFvIOaCS\n2D/yCLzznelfKw0ivVFOtZNo0rweGhPj1LOKVphXX7Xj2ugqlWAhk/POMwNQbQnASgTD/pMQJfZg\n5uQLX7DPbpoKsFoIxH5qtbXwEvCmN1n12ZYttTn7VjBhgl0x7d0bPaZg5Upb2+Dtb7dJ9aI0KwkD\n0tkniXHCE6CFGTLELpGrucx6OmjBprI9eNBE+fnn7Qv78MPwn/9pc5pXG8kXZL7VhlHX6uzb2uzD\nHwwDV23eyNlyklTkJM3rIV/O/qGHTJAbXZoXLGSyfLnNh5NWaBsR44CJ/RNPND+vB2vDgw/WJ2pg\nZc3z5lkJZl6dfdwo2meesb/hs5+1aTjqPSYDTuyTdtBGOXuIj3JqHVAVUO/Ai7gop1axHzbMjl9Q\nLfTb35rgn3BCbe1MQ5KKnDRiH7eASSvFvtERTkDg7GuJcCB5B213t7nLqON1zjlmQpqd14N9d2qZ\nRbISQZSTV2cP0bm9Kvzpn9qqYVde2Zj3GnBin8TZb99uX/a2tsqPx4l9vc6+XuKinFrFHiwKWFda\nSyyYv76RowKjiKvICaqnkszoCPHOvtoIWhgYYv+GN9hnfcmS2sQ+qbMPphOI6isZMQJ+8IO+M7QO\nBAKxz6uzh+jc/q677Ht+/fWNe68BJ/ZTptg/b//+6H2eftpEI0rEqon9vn0Wc6SZiqDRNMvZQ9/c\nvlURDlin9Y4d0QK7dq1ddSRZvxPyU3q5aZP9Tc0o0Rs+3GaXvO++dHPiBCR19tUinID3vCfdRGJ5\n4MQTLfp47LF8O/tysd+5Ez7xCYtu4pafTMOAE/shQ0ysq0U5UXl9QDWxr2f0bKNopdg3uxInYMgQ\nE6yo3D5NhAONy+zTLnNZzoMPVp97v15OP936f2opGEjq7JOI/UAkmPJ427Z8O/vyGOdzn4OLL258\nH8mAE3uwy7MvfjH6i1otr4d4sa8nr28E1UbRdnVZvlqrUwnEfts266xNGps0gmq5favFftQoc03B\nKMtaaVaEEzBnjsU5Sa94wowda1VncUPrB6vYg2kFDBxnv2yZlWd/6UuNf68BKfZf/ap1Wv3f/1v5\n8aga+4BqYp91Xg/VR9G++qoJXa1OMhD7JUtsIfFml9KFiXP2aSf52rMneqRy3KAqqD/KUbVqj2aK\n/bvfbYug1IJIMnc/mMX+ggvsOAwEZ3/oEHzkI7Y4SjPmHxqQYj92LNxzD3z+8zaqL8yhQ7B6dfXL\n3jixz9rZV4tx6olwwHLxl1+2jqtW5fUBUc4+mNExjbMfMqR6HXmcs4f6O2nXrrWrg5NOqv014jjx\nxOiF15OQJLcvX6VqMHHEEVaIUO+0080i7OxvvdWqnhpVfVPOgBR7sC/Yt78Nf/iHfV3wunVWR1/t\niz51qh3gSjFQ3mOcesV+6FCrUvrBD1qX1wecfLJ1aO7e3Xf7li02wjbtca/mzFsh9kGEk2X/ThxJ\nnH35KlWDjXPPzboF0QTO/qWXYOFC+Md/bN7nacCKPcAll9gyYe9/f+/lfFznLFj+OWpUZaHIe4xT\nr9iDRTn79tmas61k2DC74ipfci/I69N+yKPE/uBBO3nEDUJplNjnmaTOfjCLfZ6ZONGq/z7yEbjm\nGluXulnEir2IzBeRtSLyrIjcWOHxK0RkuYisEJElInJa0uc2goULTUQ++1m7H5fXB0RFOXlw9s2M\nccDE/uyz7YTXaipFOWnz+oAosQ9cfdzJo57M/tAh6Oho3ACgZlH0zD7vBKNoV6yobXKzNFQVexEZ\nCnwDmA/MBi4XkfJ15Z8HzlfV04AvALeneG7dDB1qc0b88Ifw4x/HV+IERIl9Hpz9xIlWJfLaa/0f\na4TYv/Od5iKyoJLYp83rA+LEPo56nH0wz0/WxiAOd/b55/zzLa+vpeIqDXHOfi6wTlXXq2oXcBdw\naXgHVV2qqoF3eBSYlvS5jeLII61c6SMfsbnZ6xH7PDh7ETjqKOtILafWuezDXHghfOhD9b1GrVSa\nIydt2WVAlNjHjZ4NqEfsB0KEA+7sBwLf/S7Mn9/894kT+6lAeHKCTaVtUVwN3F/jc+virLOsNrWr\nK9lcL5XEfv9+u+WhMiEqymmEs8+SU0+10s9gMrb9+22OnlNquOZrhLOvNcYZKGLvzt4JEK0yhFBE\nfh+Yr6p/XLr/AeB3VbXfjA0iMg/4JnCequ5I+lwR0c+H7reXbo7jOE4vHaVbwEJAVROXNcQ5+81A\neBmB6ZhD70OpU/ZbwCWquiPNcwEWqL5+a1e1msgm3+77D+Xd7+q77ZGHlfPObc37x90+eKVy53f6\nbz/7LOWxR7NvXz23qz6s3H6b/f7tb9nfWsvrfO+flSv+qP/2H/2b8vv/M/75v1qivPmc9O/78etr\nb3Orb3d+R/nQB6vvM32asuGF7Nvqt+q3dtU+WpmWuGl2lgEzRaQNeBG4DLi8TOhnAPcAH1DVdWme\nmyWVYpx6liNsNFHllwM9xoG+M2DWmtdD9RgnyYjJWjL7X/zCCgFWrkz3vKzwzN4JqOrsVbUbuA5Y\nDKwGfqiqa0TkWhG5trTbTcBE4FYReVJEHqv23Cb9HampJPZ5GD0bMFgze+hbkdMssU+S2actvdy7\nF66+2qbpyEO/ThLiMvvubhtz0aiF0p38EjuBpqouAhaVbbst9Ps1QMVCvkrPzQuTJ5vjCS9PmIey\ny4DJk/uXKB44YO1NImR5Zs4cWLXKOtOTjouoRL1iP3GiCWFPT7K5hj77WZuJ8OKL07c1K+KcfWen\n7dOsWTud/FDYf3GwPGF4xrk8lF0GVIpxtm83V5/n4flJGDfOFqFZtMh+r/VKJaqaJqnYDxtm+yWZ\n8/3hh+FHP4Kvfz19O7MkbtFxj3CKQ2HFHvpHOXly9pVinMEQ4QSceSb80z/Vt+hHIGQ9PX23JxV7\nSFZ+uW+fTUb2j//YnNkIm0ncouMu9sXBxT4k9nly9pUmQxtsYv+Tn9Qn9sOG2ZVBuXNNI/aTJsV3\n0n7uczB3LlzalCGBzSWIcaKKN1zsi0MDF70aeFRy9nkR+6OOMsd56FDvnPODTey7u2ubEydMkNuH\nO0yTjqCF+IqcJUtsPdCnn66vnVkxfLj1Se3dW7kT1sW+OLizL4l9nkbPgrnWCRP6CtFgEvtA5Otd\nu7VSJ23aGCdK7Pfvhw9/GL75zfqnqMiSap20LvbFofDOPqh4ycPas+UEuf3kyXY/6KAdDEyaZJn9\nzJn1v049Yh9+/sGDNt/+hg12+8lP4E1vgv/xP+prY9YE5ZdTK0xW4mJfHAov9oGzz9OAqoAgtw/W\niX3lleauitRqPvjB+l8jSuyTLkN31FHwN39jS8G98op9BmbMsNusWfCJT9Tfxqyp5ux37MjP1azT\nXFzsS2Kfp7w+oLz88pVX4JxzsmtPHqnX2X/sYzah2YwZJvStXJO3VVQbWLVzpy1o7gx+Ci/2wfKE\neXT25eWXgymzbxSNiHHyvGxdI/DM3oGCd9COGQOjR5tY5NHZl5dfNmIu+8FGudirRleeFJU4Z+9i\nXwwKLfbQG+XkaUBVQKUYx519X8rFfu9eW25xMMYxteLO3gEX+9fFPk8DqgI8xomnXOzTRDhFwZ29\nAy72fZx93sQ+HOPs22cRRbPXqRxouNjH487eARf7Ps4+zzFO4OrzNA4gD5RPd5Bm9GxRcGfvgIs9\nU6fCc8+Zc87bJFeTJ5vYq3qEE4U7+3iinH1Xl02b7Z3ZxcDFfiosW2bTHefNNY8eDSNG2BfVxb4y\nEyea2AcTfbnY9yfK2Qdz2eftc+80Bxf7qbB2bf7y+oAgynGxr8zIkVZ9s3u33U8zerYoRDl7j3CK\nhYv9VHOFecvrA4KKHBf7aMJRjjv7/kQ5exf7YlF4sT/qKJsGNs/O3sW+OuEFSFzs++PO3gEXe4YM\nMVefV7EPyi9d7KNxZ1+dceOsI7a7u+92F/tiUXixB4ty8hzjeGZfHRf76ohYP0a5u3exLxYu9sCH\nPpTfybA8xonHxT6eSguPu9gXi0LPehnwJ3+SdQui8RgnHhf7eCotPO5iXyxinb2IzBeRtSLyrIjc\nWOHxk0VkqYgcEJFPlD32aRFZJSJPi8i/isjIRja+CHiME4+LfTzu7J2qYi8iQ4FvAPOB2cDlInJK\n2W7bgeuBr5Q9tw34Y+BMVX0jMBR4f0NaXSCCGGf7dp/eOIqw2Pt0CZWp5Ox9lapiEefs5wLrVHW9\nqnYBdwGXhndQ1ZdVdRnQVfbcXaVtY0RkGDAG2NyYZheHyZPhhRdsJO2oUVm3Jp+4s4+nUvmlO/ti\nESf2U4GNofubSttiUdVXgZuBDcCLwE5V/XktjSwyhx9uc7O7q4+mXOx9BG1/Kg2scrEvFnEdtFrr\nC4vIicCfAW1AJ/AjEblCVb9fvu+CBQte/729vZ329vZa33bQIWJRjuf10bizj8ed/cCno6ODjo6O\nmp8fJ/abgemh+9Mxd5+Es4Bfqep2ABG5BzgXqCr2Tn8mT3ZnXw0X+3gmTICNG/tuc7EfWJQb4YUL\nF6Z6flyMswyYKSJtIjICuAy4L2Lf8rnz1gLniMhoERHgQmB1qtY5gDv7OAKx7+qyUaLet9Efd/ZO\nVWevqt0ich2wGKumuUNV14jItaXHbxORo4HHgcOBHhG5AZitqstF5J+xE0YP8ARwexP/lkHLlCnu\nVqsxerTFXVu32nHyKXv7U57ZHzwIr70GY8dm1yantcQOqlLVRcCism23hX7fQt+oJ7zf3wJ/W2cb\nC8+sWb4cYRyTJlnVkp8UK1Pu7Ds77QTgJ8bi4CNoBwA39hvK5pQzaRKsX+9iH0W5s/cIp3j43DjO\noMCdfXXKnb2LffFwsXcGBe7sq+PO3nGxdwYFgbP3AVWVCZx9sFavi33xcLF3BgVHHOExTjVGjLAV\n2fbts/su9sXDxd4ZFEyaBBs2uNhXI5zbu9gXDxd7Z1AwaRLs3+9iX41wbu9iXzxc7J1BwaRJ9tPF\nPhp39sXGxd4ZFLjYxxNewMTFvni42DuDAhf7eMILmOzY4WJfNFzsnUGBi3085c7eV6kqFi72zqDA\nxT6esLP3GKd4uNg7g4KxY62O3MU+Gs/si42LvTMoEDF37yNoo3FnX2xc7J1Bw803w4knZt2K/BKU\nXr72mi304tNmFwuf4tgZNFxxRdYtyDfBoCqfy76YuLN3nIIQOHuPcIqJi73jFITA2bvYFxMXe8cp\nCO7si42LveMUBHf2xcbF3nEKwrhxNp/9K6+42BcRF3vHKQhDhtg4hA0bXOyLiIu94xSI8eNtRS8X\n++IRK/YiMl9E1orIsyJyY4XHTxaRpSJyQEQ+UfbYBBG5W0TWiMhqETmnkY13HCcdEybYwuwu9sWj\n6qAqERkKfAO4ENgMPC4i96nqmtBu24HrgfdWeImvA/er6h+IyDBgbGOa7ThOLYwfD88+62JfROKc\n/VxgnaquV9Uu4C7g0vAOqvqyqi4DusLbRWQ88FZV/U5pv25V7Wxc0x3HScuECfDSSy72RSRO7KcC\nG0P3N5W2JeF44GURuVNEnhCRb4mIz8bhOBkyfrz9dLEvHnFz42idr30mcJ2qPi4iXwM+BdxUvuOC\nBQte/729vZ329vY63tZxnCgCkXexH3h0dHTQ0dFR8/PjxH4zMD10fzrm7pOwCdikqo+X7t+NiX0/\nwmLvOE7zCJy9r1I18Cg3wgsXLkz1/LgYZxkwU0TaRGQEcBlwX8S+febQU9UtwEYRmVXadCGwKlXr\nHMdpKO7si0tVZ6+q3SJyHbAYGArcoaprROTa0uO3icjRwOPA4UCPiNwAzFbVPViVzvdLJ4rngA83\n8W9xHCeG8eNtRa/Ro7NuidNqRLWeWL4BDRDRrNvgOEXh7rvhT/8Utm3LuiVOvYgIqpp4VQIfQes4\nBWL8eI9wioqLveMUiOOPhzPOyLoVThZ4jOM4jjMA8RjHcRzH6YeLveM4TgFwsXccxykALvaO4zgF\nwMXecRynALjYO47jFAAXe8dxnALgYu84jlMAXOwdx3EKgIu94zhOAXCxdxzHKQAu9o7jOAXAxd5x\nHKcAuNg7juMUABd7x3GcAuBi7ziOUwBc7B3HcQqAi73jOE4BcLF3HMcpALFiLyLzRWStiDwrIjdW\nePxkEVkqIgdE5BMVHh8qIk+KyE8a1WjHcRwnHVXFXkSGAt8A5gOzgctF5JSy3bYD1wNfiXiZG4DV\ngK8qHkNHR0fWTcgNfix68WPRix+L2olz9nOBdaq6XlW7gLuAS8M7qOrLqroM6Cp/sohMA94FfBtI\nvAp6UfEPci9+LHrxY9GLH4vaiRP7qcDG0P1NpW1JuQX430BPynY5juM4DSRO7GuOXkTkPcA2VX0S\nd/WO4ziZIqrRei4i5wALVHV+6f6ngR5V/XKFfT8P7FHVm0v3/xr4X0A3MAo4HPixql5Z9jzP8h3H\ncWpAVRMb6TixHwb8BrgAeBF4DLhcVddU2HcBsDsQ+7LH3gZ8UlUvTtowx3Ecp3EMq/agqnaLyHXA\nYmAocIeqrhGRa0uP3yYiRwOPY869R0RuAGar6p7yl2t88x3HcZwkVHX2juM4zuAg0xG0cQO2BjMi\n8h0R2SoiT4e2TRKRn4nIMyLygIhMyLKNrUJEpovIQyKySkRWisjHS9sLdzxEZJSIPCoiT4nIahH5\nUml74Y4F9B+UWdTjACAi60VkRel4PFbalvh4ZCb2CQdsDWbuxP72MJ8Cfqaqs4AHS/eLQBfw56r6\nO8A5wMdKn4XCHQ9VPQDMU9XTgdOAeSLyFgp4LEqUD8os6nEAOwbtqnqGqs4tbUt8PLJ09rEDtgYz\nqvowsKNs8yXAd0u/fxd4b0sblRGqukVVnyr9vgdYg43nKOrx2Ff6dQTWV7aDAh6LiEGZhTsOZZRX\n3yQ+HlmKfb0DtgYjU1R1a+n3rcCULBuTBSLSBpwBPEpBj4eIDBGRp7C/+SFVXUUxj0WlQZlFPA4B\nCvxcRJaJyB+XtiU+HlWrcZqM9wxXQVW1aGMQRGQc8GPgBlXdLdJrYop0PFS1BzhdRMYDi0VkXtnj\ng/5YhAdlikh7pX2KcBzKOE9VXxKRo4Cficja8INxxyNLZ78ZmB66Px1z90Vma6mUFRE5BtiWcXta\nhogMx4T+e6p6b2lzYY8HgKp2Av8JvIniHYtzgUtE5LfAD4C3i8j3KN5xeB1Vfan082Xg37EoPPHx\nyFLslwEzRaRNREYAlwH3ZdiePHAf8MHS7x8E7q2y76BBzMLfAaxW1a+FHirc8RCRI4OKChEZDfwe\n8CQFOxaq+hlVna6qxwPvB/5LVf8XBTsOASIyRkQOK/0+FngH8DQpjkemdfYi8k7ga/QO2PpSZo1p\nMSLyA+BtwJFY1nYT8B/AvwEzgPXA+1R1Z1ZtbBWlapNfAivojfc+jY3YLtTxEJE3Yh1tQ0q376nq\n34nIJAp2LAJKI/A/oaqXFPU4iMjxmJsHi9+/r6pfSnM8fFCV4zhOAfBlCR3HcQqAi73jOE4BcLF3\nHMcpAC72juM4BcDF3nEcpwC42DuO4xQAF3vHcZwC4GLvOI5TAP4/rUwEKjHTdvMAAAAASUVORK5C\nYII=\n",
       "text": "<matplotlib.figure.Figure at 0x7fbc537b81d0>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "np.where",
     "prompt_number": 400,
     "outputs": [
      {
       "output_type": "pyout",
       "prompt_number": 400,
       "metadata": {},
       "text": "<function matplotlib.mlab.find>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "x = arange(10)\nt = zeros_like(x, dtype=bool)\nt[1] = True\nx[t]",
     "prompt_number": 423,
     "outputs": [
      {
       "output_type": "pyout",
       "prompt_number": 423,
       "metadata": {},
       "text": "array([1])"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "tclu.T",
     "prompt_number": 442,
     "outputs": [
      {
       "output_type": "pyout",
       "prompt_number": 442,
       "metadata": {},
       "text": "array([[   2,   50, 1263],\n       [   2,   50, 1263],\n       [   2,   50, 1263],\n       [   2,   50, 1263],\n       [   2,   50, 1263],\n       [   2,   50, 1264],\n       [   2,   50, 1264],\n       [   2,   50, 1264],\n       [   2,   50, 1264],\n       [   2,   50, 1551],\n       [   2,   50, 1551],\n       [   2,   50, 1551],\n       [   2,   50, 1551],\n       [   2,   50, 1551],\n       [   2,   50, 1552],\n       [   2,   50, 1552],\n       [   2,   50, 1552],\n       [   2,   50, 1552],\n       [   2,   50, 1893],\n       [   2,   50, 1893],\n       [   2,   50, 1893],\n       [   2,   50, 1893],\n       [   2,   50, 2206],\n       [   2,   50, 2206],\n       [   2,   50, 3394],\n       [   2,   50, 3394],\n       [   2,   51,   86],\n       [   2,   51,   86],\n       [   2,   51,   86],\n       [   2,   51,   86],\n       [   2,   51,   86],\n       [   2,   51,   86],\n       [   2,   51,   86],\n       [   2,   51,   86],\n       [   2,   51,   87],\n       [   2,   51,   87],\n       [   2,   51,   87],\n       [   2,   51,   87],\n       [   2,   51,   87],\n       [   2,   51,   87],\n       [   2,   51,   87],\n       [   2,   51,   87],\n       [   2,   51,   87],\n       [   2,   51,   87],\n       [   2,   51,   88],\n       [   2,   51,   88],\n       [   2,   51,   88],\n       [   2,   51,   89],\n       [   2,   51,   89],\n       [   2,   51,   89],\n       [   2,   51,  403]])"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "f, a = subplots(5, 1, figsize=(15,10))\nfor s, a_ in zip((range(5)), a):\n    l = len(coherence2[s])\n    print s, l\n    x = arange(l, dtype='float')/l\n    #plot(x, abs(array(coherence[s]))/sqrt(voxels[s]), '.')\n    samp = abs(array(coherence2[s]))\n    my_pdf = gaussian_kde(samp)\n    x = linspace(0, max((14, max(samp))), 100)\n    x = linspace(0, max(0.8, max(samp)), 100)\n    a_.plot(x, my_pdf(x), 'r')\n    a_.hist(samp, bins=28, normed=True)\n    break\nshow()",
     "prompt_number": 402,
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "0 51\n"
      },
      {
       "output_type": "display_data",
       "metadata": {},
       "png": 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7NwMrxm2voDPaNt6zgHOSACwDjkyytarOnXiwsbGx7c9brRatVmvwiiVJkiRp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\n",
       "text": "<matplotlib.figure.Figure at 0x7fbc5265d490>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "coherence2",
     "prompt_number": 398,
     "outputs": [
      {
       "output_type": "pyout",
       "prompt_number": 398,
       "metadata": {},
       "text": "[[0.24263502722378266,\n  0.22975777039414935,\n  0.20314227833103835,\n  0.1998618691731617,\n  0.20372023706673623,\n  0.21186729485899419,\n  0.21208484372515757,\n  0.22801795797831814,\n  0.20208321403390198,\n  0.20664065655156066,\n  0.20078401648662653,\n  0.19069211026687616,\n  0.20641695026185586,\n  0.20454977766785043,\n  0.20147819198086508,\n  0.19723577211810353,\n  0.20871734036384398,\n  0.21659413457978244,\n  0.19455850901687158,\n  0.19678859238024124,\n  0.20269919898151617,\n  0.1886316549428054,\n  0.19553765380675894,\n  0.23381475670372096,\n  0.18885789164307615,\n  0.19124997722398812,\n  0.19768910197085998,\n  0.2012256575178297,\n  0.21211301517645775,\n  0.21272377833115755,\n  0.20433810920640919,\n  0.21560168836104898,\n  0.16665779371798922,\n  0.19565879844983397,\n  0.20196473305712884,\n  0.20265607282200232,\n  0.20221944178843856,\n  0.21193421657243139,\n  0.2255506073831493,\n  0.21390921948918121,\n  0.20897965143557481,\n  0.21249727773631072,\n  0.21230632049343501,\n  0.29967667544756821,\n  0.22043849974049881,\n  0.21933012000845939,\n  0.20920395036506961,\n  0.21634757692787721,\n  0.19815174868684116,\n  0.20532208867329788,\n  0.20949446871455421]]"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "final = deepcopy(clulrg[-1])\n\n# [len(unique(one)) for one in clulrg]\nfor one in ",
     "prompt_number": 372,
     "outputs": [
      {
       "output_type": "pyout",
       "prompt_number": 372,
       "metadata": {},
       "text": "[21584, 2592, 186, 54, 51]"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "",
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "pindx = where(asarray(med_coherence) < min_coherence)",
     "prompt_number": 189,
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "indx = rs.Utility.get_index(clulrg, parcs[pindx][0], 4)\nunique(clulrg[1, indx])",
     "prompt_number": 220,
     "outputs": [
      {
       "output_type": "pyout",
       "prompt_number": 220,
       "metadata": {},
       "text": "array([102, 181, 186, 301, 404, 457])"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "level = 1\n\nindx = rs.Utility.get_index(clulrg, parcs[pindx][0], 4)\nparcs2 = unique(clulrg[level, indx]) # down to 1 is still same parcel\n\n# tmpclu = clulrg[:, indlrg]\n# tmpres = reslrg[:, indlrg]\n# tmpnet = ((netlrg.adjacency['imported'].tocsr())[indlrg])[:, indlrg]\n\n# min_coherence = 0.22\n\nmed_coherence2 = []\nvoxels2 = []\n\n# k = 0\nfor one in parcs2:\n\n    oneind = rs.Utility.get_index(tmpclu, one, level)\n    oneres = tmpres[:, oneind]\n    corr = corrcoef(oneres, rowvar=0)\n    nzs = (tmpnet[oneind])[:, oneind].tocoo()\n\n    # don't need the diagonal\n    d = find(nzs.row != nzs.col)\n    asdf = corr[nzs.row[d], nzs.col[d]]\n    med_coherence2.append(median(asdf))\n    voxels2.append(nzs.shape[0])",
     "prompt_number": 228,
     "outputs": [],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "print asarray(med_coherence)[pindx][0]\nprint vstack((parcs2, med_coherence2,array(voxels2).astype('int'))).T",
     "prompt_number": 241,
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "0.183655904115\n[[  1.02000000e+02   3.29189542e-01   9.00000000e+00]\n [  1.81000000e+02   1.78806055e-01   1.48100000e+03]\n [  1.86000000e+02   2.81687161e-01   1.60000000e+01]\n [  3.01000000e+02   1.94876261e-01   3.78000000e+02]\n [  4.04000000e+02   2.41126717e-01   5.00000000e+00]\n [  4.57000000e+02   2.57942678e-01   6.40000000e+01]]\n"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "print inspect.getsource(rs.Utility.get_breakout)",
     "prompt_number": 250,
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "def get_breakout(clusters, parcel, level):\n    from numpy import where, unique\n    index = get_index(clusters, parcel, level)\n    return unique(clusters[level-1, index])\n\n"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "rs.Utility.get_breakout(clulrg, 181, level=1)",
     "prompt_number": 251,
     "outputs": [
      {
       "output_type": "pyout",
       "prompt_number": 251,
       "metadata": {},
       "text": "array([ 306,  310,  484,  487,  491,  493,  502,  653,  658,  666,  671,\n        675,  679,  683,  731,  875,  879,  886,  892,  893,  898, 1142,\n       1143, 1144, 1145, 1151, 1159, 1160, 1167, 1171, 1172, 1179, 1414,\n       1415, 1417, 1418, 1419, 1420, 1421, 1424, 1428, 1429, 1433, 1438,\n       1445, 1446, 1451, 1454, 1480, 1481, 1489, 1748, 1749, 1750, 1751,\n       1752, 1756, 1757, 1763, 1764, 1766, 1767, 1777, 1784, 1792, 1799,\n       1806, 1807, 1812, 1820, 1825, 2093, 2094, 2095, 2098, 2099, 2103,\n       2104, 2105, 2108, 2109, 2112, 2113, 2114, 2119, 2121, 2122, 2123,\n       2134, 2146, 2147, 2151, 2161, 2165, 2179, 2460, 2465, 2466, 2475,\n       2477, 2480, 2487, 2494, 2496, 2497, 2498, 2509, 2510, 2511, 2526,\n       2537, 2864, 2869, 2874, 2879, 2880, 2881, 2886, 2888, 2889, 2892,\n       2893, 2894, 2904, 2905, 2906, 2911, 2912, 2913, 2917, 2927, 2928,\n       3255, 3257, 3259, 3263, 3264, 3280, 3282, 3283, 3284, 3285, 3289,\n       3290, 3291, 3292, 3298, 3299, 3300, 3305, 3306, 3640, 3641, 3643,\n       3644, 3646, 3654, 3655, 3661, 3666, 3670, 3671, 3678, 4016, 4036,\n       4053, 4064, 4396])"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "hist(abs(asdf))\nshow()",
     "prompt_number": 167,
     "outputs": [
      {
       "output_type": "display_data",
       "metadata": {},
       "png": "iVBORw0KGgoAAAANSUhEUgAAAYAAAAEACAYAAAC6d6FnAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nASBJjTIAJKlR/w/fqrtxWgNlFQAAAABJRU5ErkJggg==\n",
       "text": "<matplotlib.figure.Figure at 0x7fbc53f01bd0>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "level = 3\nparcs = unique(clulrg[level])\n\ntmpclu = clulrg[:, indlrg]\ntmpres = reslrg[:, indlrg]\ntmpnet = ((netlrg.adjacency['imported'].tocsr())[indlrg])[:, indlrg]\n\nbpnzs = []\nbpdata = []\nbplabel = []\n\nk = 0\nfor one in parcs:\n\n    oneind = rs.Utility.get_index(tmpclu, one, level)\n    oneclu = tmpclu[:, oneind]\n    oneres = tmpres[:, oneind]\n    corr = corrcoef(oneres, rowvar=0)\n    adj = (tmpnet[oneind])[:, oneind]\n    adj = multiply(corr, (adj.todense()!=0))\n\n    subparcs = rs.Utility.get_breakout(oneclu, one, level)\n    print one, ':', subparcs\n    \n    if len(subparcs) > 1:\n        lab = str(one)+':* ('+str(k)+'|'+str(len(oneind))+')'\n        dat = corr[triu_indices(len(corr), 1)].tolist()\n        nz = adj[triu_indices(adj.shape[0], 1)]\n        nz = abs(nz)[nz!=0].tolist()\n        bpdata.append(dat)\n        bplabel.append(lab)\n        bpnzs.append(nz)\n        k += 1\n        for subone in subparcs:\n            subind = rs.Utility.get_index(oneclu, subone, level-1)\n            subcorr = ((corr[subind])[:, subind])\n            subadj = ((adj[subind])[:, subind])\n            labone = str(one)+':'+str(subone)+' ('+str(k)+'|'+str(len(subind))+')'\n            datone = subcorr[triu_indices(len(subcorr), 1)].tolist()\n            nzone = subadj[triu_indices(subadj.shape[0], 1)]\n            nzone = abs(nzone)[nzone!=0].tolist()\n            bpdata.append(datone)\n            bplabel.append(labone)\n            bpnzs.append(nzone)\n            k += 1",
     "prompt_number": 17,
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "0 : [2 3]\n1"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [1 4 5 6 9]\n2"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [ 7  8 15 19]\n3"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [ 0 10 21]\n4"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [11 13 17 20]\n5"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [18]\n6"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [12 22]\n7"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [24 25]\n8"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [16 26 49]\n9"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [23 48]\n10"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [29 32 54]\n11"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [14 37]\n12"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [28 39 60]\n13"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [34 40]\n14"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [30 33 38 44 55]\n15"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [31 35 41 42 46 50 62 63 65]\n16"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [27 47]\n17"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [ 36  45  51  59  96  97 102]\n18"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [52 57 72]\n19"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [66 67 71]\n20"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [ 64  68  75 108 112]\n21"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [76 77]\n22"
      },
      {
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       "stream": "stdout",
       "text": " : [70 73 79]\n23"
      },
      {
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       "stream": "stdout",
       "text": " : [ 61  69  83 100]\n24"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [74 87]\n25"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [ 89 107]\n26"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [84 85 86 90]\n27"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [ 81  91  92  93 135 139 140]\n28"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [43 58 94]\n29"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [82 98 99]\n30"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [ 56  80  88 105 106 109]\n31"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [53]\n32"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [101 104 111]\n33"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [78]\n34"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [117]\n35"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [118]\n36"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [103 120 125 126 164]\n37"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [110 119 121 122 133 137]\n38"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [ 95 114 115 136]\n39"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [116 141 144]\n40"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [124 132 146 148 150 152]\n41"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [154]\n42"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [155]\n43"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [149 156]\n44"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [171 172 176 179 180]\n45"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [147 153 160 162]\n46"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [165]\n47"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [166]\n48"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [167]\n49"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [168]\n50"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [163 169]\n51"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [113 123 127 128 129 130 131 134 138 142 143 145 151 157 158 159 161 170\n 173 174 175 177 181 183 185]\n52"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [178 182]\n53"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": " : [184]\n"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "from collections import Counter\nasdf = clulrg[:, clulrg[4]==43]\nasdf.T",
     "prompt_number": 60,
     "outputs": [
      {
       "output_type": "pyout",
       "prompt_number": 60,
       "metadata": {},
       "text": "array([[17168,  2461,   165,    46,    43],\n       [16793,  2461,   165,    46,    43],\n       [16793,  2461,   165,    46,    43],\n       [17168,  2461,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [17168,  2461,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [18714,  2461,   165,    46,    43],\n       [17163,  2341,   165,    46,    43],\n       [17163,  2341,   165,    46,    43],\n       [18348,  2219,   165,    46,    43],\n       [18348,  2219,   165,    46,    43],\n       [17163,  2341,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [18348,  2219,   165,    46,    43],\n       [19070,  2341,   165,    46,    43],\n       [19071,  2385,   165,    46,    43],\n       [17168,  2461,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [17163,  2341,   165,    46,    43],\n       [17163,  2341,   165,    46,    43],\n       [17974,  2219,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [18348,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [19070,  2341,   165,    46,    43],\n       [19071,  2385,   165,    46,    43],\n       [18352,  2461,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [18714,  2461,   165,    46,    43],\n       [18353,  2342,   165,    46,    43],\n       [17974,  2219,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [18348,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [19070,  2341,   165,    46,    43],\n       [19071,  2385,   165,    46,    43],\n       [18352,  2461,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [18714,  2461,   165,    46,    43],\n       [18353,  2342,   165,    46,    43],\n       [18715,  2342,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [18348,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [19070,  2341,   165,    46,    43],\n       [19071,  2385,   165,    46,    43],\n       [18352,  2461,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [18714,  2461,   165,    46,    43],\n       [18353,  2342,   165,    46,    43],\n       [18715,  2342,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [18348,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [19070,  2341,   165,    46,    43],\n       [19071,  2385,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [18714,  2461,   165,    46,    43],\n       [18353,  2342,   165,    46,    43],\n       [18715,  2342,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [18348,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [19070,  2341,   165,    46,    43],\n       [19071,  2385,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [18714,  2461,   165,    46,    43],\n       [19433,  2342,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [18348,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [19070,  2341,   165,    46,    43],\n       [19752,  2385,   165,    46,    43],\n       [20045,  2461,   165,    46,    43],\n       [17977,  2461,   165,    46,    43],\n       [17978,  2461,   165,    46,    43],\n       [18714,  2461,   165,    46,    43],\n       [19433,  2342,   165,    46,    43],\n       [20041,  2219,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [19070,  2341,   165,    46,    43],\n       [19752,  2385,   165,    46,    43],\n       [20045,  2461,   165,    46,    43],\n       [18714,  2461,   165,    46,    43],\n       [20041,  2219,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [20323,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [19070,  2341,   165,    46,    43],\n       [20045,  2461,   165,    46,    43],\n       [20330,  2461,   165,    46,    43],\n       [20330,  2461,   165,    46,    43],\n       [20041,  2219,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [20323,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [20045,  2461,   165,    46,    43],\n       [20330,  2461,   165,    46,    43],\n       [20330,  2461,   165,    46,    43],\n       [20041,  2219,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [20323,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [20876,  2461,   165,    46,    43],\n       [20045,  2461,   165,    46,    43],\n       [20330,  2461,   165,    46,    43],\n       [20330,  2461,   165,    46,    43],\n       [21128,  2461,   165,    46,    43],\n       [17975,  2219,   165,    46,    43],\n       [19431,  2341,   165,    46,    43],\n       [20876,  2461,   165,    46,    43],\n       [20045,  2461,   165,    46,    43],\n       [20330,  2461,   165,    46,    43],\n       [21128,  2461,   165,    46,    43],\n       [20876,  2461,   165,    46,    43],\n       [21128,  2461,   165,    46,    43]])"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "from ete2 import ClusterTree, TreeStyle\nimport scipy.cluster.hierarchy as sch\nimport scipy.spatial.distance\nimport matplotlib.pyplot as plt\nimport numpy as np\nfrom itertools import combinations\n\n\ntree = ClusterTree('(A:0.1,B:0.2,(C:0.3,D:0.4,(E:0.3,F:0.2):0.3):0.5);')\nleaves = tree.get_leaf_names()\nts = TreeStyle()\nts.show_leaf_name=True\nts.show_branch_length=True\nts.show_branch_support=True\n\nidx_dict = {'A':0,'B':1,'C':2,'D':3,'E':4,'F':5,'G':6,'H':7,'I':8}\nidx_labels = [idx_dict.keys()[idx_dict.values().index(i)] for i in range(0, len(idx_dict))]\n\n#just going through the construction in my head, this is what we should get in the end\nmy_link = [[0,1,0.3,2],\n        [2,3,0.7,2],\n        [4,5,1.0,4]]\n\nmy_link = np.array(my_link)\n\n\ndmat = np.zeros((6, 6))\n\nfor l1,l2 in combinations(leaves,2):\n    d = tree.get_distance(l1,l2)\n    dmat[idx_dict[l1],idx_dict[l2]] = dmat[idx_dict[l2],idx_dict[l1]] = d\n\nprint 'Distance:'\nprint dmat\n\n\nschlink = sch.linkage(scipy.spatial.distance.squareform(dmat),method='average',metric='euclidean')\n\nprint 'Linkage from scipy:'\nprint schlink\n\nprint 'My link:'\nprint my_link\n\nprint 'Did it right?: ', schlink == my_link\n\ndendro = sch.dendrogram(schlink,labels=idx_labels)\nplt.show()\n\ntree.show(tree_style=ts)",
     "prompt_number": 96,
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "Distance:\n[[ 0.   0.3  0.9  1.   1.2  1.1]\n [ 0.3  0.   1.   1.1  1.3  1.2]\n [ 0.9  1.   0.   0.7  0.9  0.8]\n [ 1.   1.1  0.7  0.   1.   0.9]\n [ 1.2  1.3  0.9  1.   0.   0.5]\n [ 1.1  1.2  0.8  0.9  0.5  0. ]]\nLinkage from scipy:\n[[ 0.   1.   0.3  2. ]\n [ 4.   5.   0.5  2. ]\n [ 2.   3.   0.7  2. ]\n [ 7.   8.   0.9  4. ]\n [ 6.   9.   1.1  6. ]]\nMy link:\n[[ 0.   1.   0.3  2. ]\n [ 2.   3.   0.7  2. ]\n [ 4.   5.   1.   4. ]]\nDid it right?:  False\n"
      },
      {
       "output_type": "display_data",
       "metadata": {},
       "png": 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9DH5B3llVXzn+UqcDPga8LkkvyXuT/G2SrgTBRxm8SXnc14FvAj8yn3LWzT3AT8y7iHUy\neg6bHi4Zs5vBOXsNQFUdv/3Hl4Afm1dRnfmSTpIfB+4HPgzcB3yiqrr0SYXjx7gX+BBwL3BHVX1m\nvlVNR5KnA+85PnSS5Ixhr0eNGD2HHfmE1wlJXs3gTfQNDN5IfyLwD8B1VfU/c6mpQz9fSVo3w3kK\nXg78O3BPVf3fXOsxvCWpPV0ZC5ak04rhLUkNMrwlqUGGtyQ1yPCWpAYZ3pLUIMNbkhr0/x+C5Ct2\nZqkDAAAAAElFTkSuQmCC\n",
       "text": "<matplotlib.figure.Figure at 0x7fbc46740a90>"
      }
     ],
     "language": "python",
     "trusted": true,
     "collapsed": false
    },
    {
     "metadata": {},
     "cell_type": "code",
     "input": "def get_\n\nfor one in range(4, -1, -1)[3:4]:\n    c = clulrg[one]\n    for p in unique(c):\n        idx = (c == p)\n        print find(idx)",
     "prompt_number": 94,
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "[ 108  109  120  121  138  139  155  156  405  431  454  455  484  509  952\n  987 1740]\n[113 125 143 144 160 161 173 174]\n[169 170 171 180 181 190 191 202]\n[   1    5   30   38   47  248  267  282  742  797 1508]\n[ 274  780  781  782 1513 1514 1515 1516 1517 1518 1519 1520 1547 1548 1549\n 1550 1551 1552]\n[  0   4  37  46 266 281 769]\n[   7    8   10   54   55   68  302  303  324  823  824  850 1598 1633 2606]\n[ 58  59  60 310 311 312 830 831 832 833]\n[  64   65  320  321  846  847 1629 1630 2603 2604 3740 3741 5053 6523 6524\n 6525]\n[  78   79  341  342  343  344  871  872  873  874  875 1622 1623 1624 1655\n 1656 1657 1658 1659 1660 1661 2628 2629 2630 2631 2632 2633 2634 3766 3767\n 3768 3769 3770 3771 8021]\n[   57    71    72    84    96   110   111   112   122   123   124   140\n   141   142   157   158   159   172   183   285   286   306   307   308\n   309   328   329   330   331   353   354   355   381   382   383   384\n   407   408   409   410   433   434   435   436   437   456   457   458\n   459   460   485   486   487   488   489   510   511   512   513   514\n   533   534   535   536   537   559   576   592   608   801   802   803\n   827   828   829   854   855   856   885   886   887   920   921   922\n   955   956   957   990  1023  1672  1673  1706  1707  1708  1743  1744\n  1745  1780  2579  2580  2610  2644  2645  2677  2678  2679  2713  2715\n  3780  3813  5060  5093  5094  5095  5126  5127  5128  5159  6532  6562\n  6592  6593  6625  6656  8124  8152  8182  8183  8212  8213  8243  9821\n  9855  9888  9899  9921  9952  9953  9981  9982 10010 11811 11812 11838\n 11839]\n[ 339  340  365  366  367  392  393  394  418  419  841  868  899  900  934\n  968 1004]\n[ 17  18 117 130 131 424 446 447 980]\n[ 187  196  197  198  549  563  564  565  566 1146 1147 1179 1948 1949 2919]\n[ 212  213  214  217  218  219  483  508  531  555  572  587  588  589  590\n  603  604  605  606 1186 1187 1211 1212 1213 1214 1239 1240 1241 1242 1266]\n[ 609  621  622  623  629  630  631 1275 1276 1277 1298 1299 1300 1301 1315\n 1316 2093]\n[653 654 667 668]\n[699 700 701 702 724 725 726 727 728]\n[ 259  260  261  262  761  762  763  764  765 1531 1532 1533 1534 1535 1536\n 2497 2498 2499 2500 2501 2502 2503 2504 2505 3638 3639 3640 3641 3642 3643\n 3644 3645 3646 4945 4946 4947 4948 4979 4980 4981 4982 4983 4984 6428 6460\n 6461 6462 6490 9849 9850 9851 9852]\n[287 288 289 804 805 806]\n[  41   50  275  276  296  297  298  790  791  792  817  818  819 1561 1562\n 1563 1564 1565 1589 1590 1591 1592 1593 1594 1595 2533 2534 2535 2536 2537\n 2538 2539 2540 2566 2567 2568 2569 2570 2571 2572 2573 2574 3673 3674 3675\n 3676 3677 3678 3679 3680 3702 3703 3704 3705 3706 3707 3708 3709 3710 5012\n 5013 5014 5015 5016 5017 5018 5019 6491 6492 6493 6494 6519 6520 6521 8117]\n[ 290  291  292  313  314  315  807  808  809  834  835  836 1578 1579 1580\n 2556]\n[ 318  319  843  844  845 1625 1626 1627 1628 2596 2597 2598 2599 2600 2601\n 2602 3732 3733 3734 3735 3736 3737 3738 6522]\n[ 345  346  876  877 1662 1663 2635 2636 3772 3773]\n[  89   90  368  369  370  904  905  906  907  908 1690 1691 1692 1693]\n[  14   19  104  118  119  132  133  134  150  151  399  400  401  425  426\n  427  448  449  450  451  477  478  946  947  948  981  982  983 1014 1015\n 1016 1017 1048 1734 1735 1736 1771 1772 1773 1807 1808 1809 1810 2704 2705\n 2741 2742 2778 2779 2780 3879 3880 3917 3918 3919 3956 5230 6655 6690]\n[ 135  136  428  429  430  452  453  984  985 1774 1775]\n[  49   97  356  357  358  386  888  889  890  925 1675 1711]\n[   16   126   127   195   206   385   411   412   413   438   439   440\n   441   461   462   463   464   465   466   490   491   515   516   517\n   538   539   540   560   561   562   577   578   579   593   594   595\n   612   923   924   958   959   960   993   994   995   996   997  1025\n  1026  1027  1028  1029  1032  1059  1060  1061  1062  1063  1064  1065\n  1066  1093  1094  1095  1096  1097  1098  1099  1100  1127  1128  1129\n  1130  1131  1132  1133  1160  1161  1162  1163  1164  1165  1166  1192\n  1193  1194  1195  1196  1197  1198  1221  1222  1223  1224  1225  1226\n  1249  1250  1251  1254  1604  1639  1674  1709  1710  1746  1747  1748\n  1782  1783  1784  1785  1786  1787  1788  1789  1815  1816  1817  1818\n  1819  1820  1821  1822  1850  1851  1852  1853  1854  1855  1856  1857\n  1887  1888  1889  1890  1891  1892  1893  1894  1895  1926  1927  1928\n  1929  1930  1931  1932  1933  1962  1963  1964  1965  1966  1967  1968\n  1969  1996  1997  1998  1999  2000  2001  2002  2003  2030  2031  2032\n  2033  2034  2035  2036  2060  2061  2062  2063  2065  2066  2680  2681\n  2710  2716  2717  2718  2719  2720  2721  2746  2752  2753  2754  2755\n  2756  2757  2758  2759  2787  2788  2789  2790  2791  2792  2793  2794\n  2823  2824  2825  2826  2827  2828  2829  2830  2858  2859  2860  2861\n  2862  2863  2864  2865  2866  2897  2898  2899  2900  2901  2902  2903\n  2904  2932  2933  2934  2935  2936  2937  2938  2939  2967  2968  2969\n  2970  2971  2972  2973  2999  3000  3001  3002  3003  3004  3031  3032\n  3033  3035  3036  3064  3065  3066  3782  3815  3816  3817  3818  3819\n  3845  3851  3852  3853  3854  3855  3856  3889  3890  3891  3892  3893\n  3894  3927  3928  3929  3930  3931  3932  3933  3934  3964  3965  3966\n  3967  3968  3969  3970  3971  3998  3999  4000  4001  4002  4003  4004\n  4005  4036  4037  4038  4039  4040  4041  4042  4043  4044  4075  4076\n  4077  4078  4079  4080  4081  4110  4111  4112  4113  4114  4115  4116\n  4117  4146  4147  4148  4150  4151  4152  4178  4179  4180  4181  4183\n  4184  4185  4216  4217  4221  4222  4259  4930  4932  4967  5096  5129\n  5130  5131  5132  5133  5134  5157  5161  5162  5163  5164  5165  5166\n  5167  5168  5169  5170  5198  5199  5200  5201  5202  5203  5204  5205\n  5206  5207  5237  5238  5239  5240  5241  5242  5243  5274  5275  5276\n  5277  5278  5279  5310  5311  5312  5313  5314  5347  5348  5349  5350\n  5351  5352  5353  5390  5391  5392  5393  5394  5428  5429  5430  5431\n  5432  5433  5434  5466  5467  5468  5469  5470  5471  5501  5502  5503\n  5504  5506  5507  5508  5538  5539  5540  5544  5545  5583  6508  6538\n  6539  6564  6568  6569  6570  6594  6595  6596  6600  6601  6602  6627\n  6628  6629  6630  6631  6632  6633  6634  6635  6636  6661  6662  6663\n  6664  6665  6666  6667  6668  6669  6674  6695  6696  6697  6698  6699\n  6729  6730  6731  6732  6733  6734  6766  6767  6768  6769  6770  6804\n  6805  6806  6807  6808  6846  6847  6848  6849  6887  6888  6889  6890\n  6927  6928  6929  6930  6965  6966  6967  6968  6969  6970  7002  7003\n  7004  7005  7006  7044  7045  8129  8130  8155  8156  8157  8158  8185\n  8186  8187  8188  8189  8190  8214  8215  8216  8217  8218  8219  8220\n  8245  8246  8247  8248  8249  8250  8251  8252  8278  8279  8280  8281\n  8282  8283  8284  8312  8313  8314  8315  8316  8317  8349  8350  8351\n  8352  8353  8386  8387  8388  8389  8390  8424  8425  8426  8427  8428\n  8468  8469  8470  8471  8472  8507  8508  8509  8510  8548  8549  8550\n  8587  8588  8589  8590  8591  8629  8630  8631  9790  9791  9792  9825\n  9826  9827  9828  9859  9860  9861  9862  9892  9893  9894  9924  9954\n  9955  9983  9984  9985  9986 10012 10013 10014 10015 10016 10024 10043\n 10044 10045 10046 10047 10076 10077 10078 10079 10080 10109 10110 10111\n 10112 10113 10141 10142 10143 10144 10145 10177 10178 10179 10180 10181\n 10213 10214 10215 10216 10217 10247 10248 10249 10250 10529 11840 11841\n 11868 11869 11870 11896 11897 11898 11930 11931 11932 11933 11934 11935\n 11961 11962 11963 11964 11965 11992 11993 11994 11995 11996 11997 12021\n 12022 12023 12024 12025 12026 12051 12052 12053 12054 12055 12084 12085\n 12086 12087 12118 12119 17644]\n[ 152  153  479  480 1049 1050 1841 1842 2814 3955 8239]\n[ 137  154  201  481  482  506  507  530  554  571  986 1018 1019 1051 1052\n 1085 1086 1119 1811 1843 1844 1879 2815]\n[  162   163   164   165   496   497   498   499   500   501   502  1073\n  1074  1075  1076  1077  1078  1079  1080  1081  1867  1868  1869  1870\n  1871  1872  1873  1874  1875  2839  2840  2841  2842  2843  2844  2845\n  2846  3978  3979  3980  3981  3982  3983  3984  3985  3986  5288  5289\n  5290  5291  5292  5293  5294  5295  5296  5297  6744  6745  6746  6747\n  6748  6749  6750  6751  6752  6753  8366  8367  8368  8369  8370  8371\n  8372 10129 10130]\n[  469   470   494   495   519   520   542   543   935   969  1005  1036\n  1037  1069  1070  1103  1104  1136  1137  1170  1721  1758  1794  1826\n  1827  1861  1898  1899  1937  1973  2007 13812]\n[ 1172  1173  1174  1175  1176  1177  1178  1976  1977  1978  1979  1980\n  1981  2948  2949  2950  2951  2952  2953  4090  4091  4092  4093  4094\n  4095  4096  5228  5408  5409  5410  5411  5412  5413  5414  6868  6869\n  6870  6871  6872  6873  8492  8493  8494  8495  8496  8497 10235 10236\n 10237 10238 12073 12074 12075 21617 25380]\n[ 617  618  627  628 1267 1268 1269 1292 1293 1294 1314 1882 1920 1956 1990\n 2023 2024 2025 2053 2054 2055 2083 2084 2085 2117 2118 2119 2152 2178]\n[ 222  671  672  673  674  675  676 1412 1413 1414 1415 1416 1417 1418 1419\n 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 3498 3499 3500 3501 3502\n 3503 3504 3505 3506 3507 3508 3509 4794 4795 4796 4797 4798 4799 4800 4801\n 4802 4803 4804 4805 4843 6284 6285 6286 6287 6288 6289 6290 6291 6292 6293\n 6294 7922 7923 7924 7925 7926 7927 7928 9689 9690 9691 9692 9693 9694 9723\n 9724 9725 9726 9750 9751 9752 9753 9754 9780 9781 9782 9783 9784]\n[ 683  684 1437 1438 1439]\n[  24  228  238  239  692  714  715 1476 1477 2443]\n[  28  244  245  736  737  738  739 1503 1504 1505 1506 2470 2471 2472 2473\n 3610 3611 3612 3613 4912 4913 4914 4915 4916 6396 6397 6398 6399 9912]\n[ 255  256  257  258  752  753  754  755 1521 2455 2486]\n[ 294  317  729  730  756  757  784  785  786  787  811  812  813  814  839\n  840  866  867 1491 1492 1522 1523 1524 1554 1555 1556 1583 1584 1613 1614\n 1647 1648 2397 2426 2457 2458 2487 2488 2489 2523 2524 2525 2557 2558 2559\n 2588 2617 2618 2652]\n[   3   42   43   44   45  277  278  279  280  793  794  795  796 1566 1567\n 1568 2541 2542 2543 3681 3682 3712 4985 4986]\n[  51   52  299  300  820  821 1596 1597 2575 3711 3742 5020 5054]\n[1601 1602 1603 1637 1638 1671]\n[  61   62   63   73   74   75   76   77   85   86   87   88   98   99  100\n  293  316  332  333  334  335  336  337  338  359  360  361  362  363  387\n  388  389  390  414  415  416  783  810  837  838  857  858  859  860  861\n  862  863  864  865  891  892  893  894  895  896  897  926  927  928  929\n  930  931  932  961  962  963  964  965  966  998  999 1000 1001 1002 1030\n 1031 1033 1553 1572 1573 1574 1575 1576 1577 1581 1582 1605 1606 1607 1608\n 1609 1610 1611 1612 1640 1641 1642 1643 1644 1645 1646 1676 1677 1678 1679\n 1680 1681 1682 1712 1713 1714 1715 1716 1717 1718 1749 1750 1751 1752 1753\n 1754 1755 1790 1791 1823 1824 1858 2522 2551 2552 2553 2554 2555 2582 2583\n 2584 2585 2586 2587 2611 2612 2613 2614 2615 2616 2646 2647 2648 2649 2650\n 2651 2682 2683 2684 2685 2686 2687 2688 2722 2723 2724 2725 2760 2761 2795\n 2796 2831 2832 3691 3692 3693 3721 3722 3723 3724 3750 3751 3752 3753 3754\n 3755 3756 3783 3784 3785 3786 3787 3788 3789 3820 3821 3822 3823 3857 3858\n 3859 3860 3861 3895 3896 3897 3898 3899 3935 3936]\n[   6    9   11   12   53   67   81   82   92   93   94  107  301  323  349\n  350  376  377  378  404  822  849  880  881  914  915  916  951 1632 1666\n 1667 1700 1701 1702 1739 1776 2639 2640 2671 2672 2673 2709 3713 3743 3744\n 3776 3809 5056]\n[ 374  375  912  913 1698 1699 2670]\n[ 101  395  396  939  940  941  942  943 1726 1727 1728 1729 1730 1731 2697\n 2698 2699 2700 2701 2702 3835 3836 3837 3838]\n[ 105  106  402  403  949  950 1737 1738 2706 2707 2708 3842]\n[  114   115   420   421   422   974   975   976   977   978  1764  1765\n  1766  1767  1768  1769  1770  2735  2736  2737  2738  2739  2740  3146\n  3872  3873  3874  3875  3876  3877  3878  5182  5183  5184  5185  5186\n  5187  5188  5189  5190  6646  6647  6648  6649  6650  6651  6652  6653\n  6654  8262  8263  8264  8265  8266  8267  8268  8269  8270 15827]\n[  128   129   442   443   444   445  1008  1009  1010  1011  1012  1013\n  1801  1802  1803  1804  1805  1806  2771  2772  2773  2774  2775  2776\n  2777  3909  3910  3911  3912  3913  3914  3915  3916  5219  5220  5221\n  5222  5223  5224  5225  5226  5227  6679  6680  6681  6682  6683  6684\n  6685  6686  6687  8294  8295  8296  8297  8298  8299  9911 10061 10062\n 10063 10064 11771 15787 17735]\n[  145   146   147   148   149   471   472   473   474   475   476  1040\n  1041  1042  1043  1044  1045  1046  1047  1834  1835  1836  1837  1838\n  1839  1840  2806  2807  2808  2809  2810  2811  2812  3946  3947  3948\n  3949  3950  3951  3952  3953  5254  5255  5256  5257  5258  5259  5260\n  5261  6709  6710  6711  6712  6713  6714  6715  8328  8329  8330  8331\n  8332  8333 17661]\n[  175   176   521   522   523   524   525  1106  1107  1108  1109  1110\n  1111  1112  1113  1114  1905  1906  1907  1908  1909  1910  1911  1912\n  1913  2876  2877  2878  2879  2880  2881  2882  2883  2884  2885  4014\n  4015  4016  4017  4018  4019  4020  4021  4022  4023  4024  4025  5324\n  5325  5326  5327  5328  5329  5330  5331  5332  5333  5334  6782  6783\n  6784  6785  6786  6787  6788  6789  6790  8405  8406  8407  8408  8409\n  8410  8411 10164 10165 10166 23424]\n[ 166  167  168  177  178  179  188  189  503  504  505  526  527  528  529\n  550  551  552  553  570 1082 1083 1084 1115 1116 1117 1118 1148 1149 1150\n 1151 1184 1210 1238 1876 1877 1878 1914 1915 1916 1917 1950 1951 1952 1953\n 1987 2847 2848 2850 2886 2887 2888 2921 2922 2923 2958 3989 3990 4026 4027\n 4028 4064 4065 5229 5265 5266 5301 5302 5338 6688 6721]\n[  184   185   186   544   545   546   547   548  1139  1140  1141  1142\n  1143  1144  1145  1942  1943  1944  1945  1946  1947  2913  2914  2915\n  2916  2917  2918  4052  4053  4054  4055  4056  4057  4058  4059  4060\n  5367  5368  5369  5370  5371  5372  5373  5374  5375  6826  6827  6828\n  6829  6830  6831  6832  8448  8449  8450  8451  8452  8453  8454 10198\n 10199 10200 10201 10202 10203 17623 39725]\n[ 569  586 1182 1183 1208 1985 1986 2019 2956 2957 2989]\n[ 199  200  210  211  567  568  584  585 1180 1181 1205 1206 1207 1982 1983\n 1984 2016 2017 2018 2920 2954 2955 2986 2987 2988 4061 4062 4063]\n[   15    20   216   596   597   598   599   600   601   602   614   615\n   616  1229  1230  1231  1232  1233  1234  1235  1236  1257  1258  1259\n  1260  1261  1262  1263  1285  1286  1287  1288  1289  1308  1309  1310\n  1311  1319  1320  1321  1322  2040  2041  2042  2043  2044  2045  2046\n  2047  2048  2049  2072  2073  2074  2075  2076  2077  2078  2079  2104\n  2105  2106  2107  2108  2109  2110  2111  2112  2113  2137  2138  2139\n  2140  2141  2142  2143  2144  2145  2146  2167  2168  2169  2170  2171\n  2172  2173  2174  2187  2188  2189  2190  2191  2192  2193  2211  2212\n  2213  2214  3013  3014  3015  3016  3017  3018  3019  3020  3021  3044\n  3045  3046  3047  3048  3049  3050  3051  3052  3078  3079  3080  3081\n  3082  3083  3084  3085  3086  3087  3088  3113  3114  3115  3116  3117\n  3118  3119  3120  3121  3122  3147  3148  3149  3150  3151  3152  3153\n  3154  3155  3176  3177  3178  3179  3180  3181  3182  3183  3184  3185\n  3206  3207  3208  3209  3210  3211  3212  3213  3234  3235  3236  3237\n  4165  4166  4167  4168  4169  4170  4197  4198  4199  4200  4201  4202\n  4203  4204  4231  4232  4233  4234  4235  4236  4237  4238  4239  4240\n  4241  4268  4269  4270  4271  4272  4273  4274  4275  4276  4277  4278\n  4306  4307  4308  4309  4310  4311  4312  4313  4314  4315  4344  4345\n  4346  4347  4348  4349  4350  4351  4352  4353  4381  4382  4383  4384\n  4385  4386  4387  4388  4389  4390  4418  4419  4420  4421  4422  4423\n  4424  4425  4426  4427  4451  4452  4453  4454  5490  5522  5524  5525\n  5559  5560  5561  5562  5563  5564  5565  5566  5595  5596  5597  5598\n  5599  5600  5601  5602  5603  5604  5636  5637  5638  5639  5640  5641\n  5642  5643  5644  5645  5646  5678  5679  5680  5681  5682  5683  5684\n  5685  5686  5687  5718  5719  5720  5721  5722  5723  5724  5725  5726\n  5727  5757  5758  5759  5760  5761  5762  5763  5764  5796  5797  5798\n  5799  5800  5801  5802  5803  5835  5836  5837  5869  5870  5871  6986\n  7022  7023  7024  7025  7026  7027  7028  7029  7030  7031  7062  7063\n  7064  7065  7066  7067  7068  7069  7070  7071  7072  7104  7105  7106\n  7107  7108  7109  7110  7111  7112  7113  7114  7147  7148  7149  7150\n  7151  7152  7153  7154  7155  7185  7186  7187  7188  7189  7190  7191\n  7223  7224  7225  7226  7227  7228  7229  7261  7262  7263  7264  7265\n  7266  7267  7268  7301  7302  7303  7340  7341  7342  7343  8651  8652\n  8693  8694  8737  8738  8776  8966  8967  8968  8970  8971  8972  9005\n 15820 17760 32441]\n[1326 1327 2090 2091 2092 2120 2121 2122 2123 2124 2125 2126 2153 2154 2155\n 2156 2157 2158 2159 2179 2180 2181 2182 2198 2199 2200]\n[1312 1313 1323 1324 2150 2151 2176 2177 2196 2993 2994 3025 3026 3056 3057\n 3058 3091 3092 3093 3126 3127 3128 3159 3190 3219 3242 4320 4359 4396 4433\n 4461]\n[  220   635   636   639   640   641   646   647  1338  1342  1343  1344\n  1345  1354  1355  1356  1369  1370  2246  2247  2264  2265  2281  2282\n  2283  2284  2302  2303  2304  2305  2325  2326  3302  3304  3305  3316\n  3317  3318  3335  3336  3337  3358  3359  3360  3361  3385  3386  3387\n  3388  3416  3417  3418  3419  3447  3448  4577  4578  4596  4597  4598\n  4621  4622  4623  4624  4647  4648  4649  4650  4651  4652  4677  4678\n  4679  4680  4681  4709  4710  4711  4712  4741  4742  4743  6051  6052\n  6076  6077  6078  6103  6104  6105  6106  6107  6134  6135  6136  6137\n  6164  6165  6166  6167  6168  6169  6198  6199  6200  6201  6230  6231\n  6232  6234  7678  7679  7707  7708  7738  7739  7769  7770  7771  7801\n  7802  7803  7804  7805  7806  7834  7835  7837  7838  7839  9526  9527\n  9564  9565  9566  9567  9602  9603 11402 11442]\n[  21   22   25   26   27  182  223  224  229  230  231  240  241  242  243\n  253  254  642  648  649  650  651  652  662  663  664  665  666  677  678\n  679  680  681  682  691  693  694  695  696  697  698  716  717  718  719\n  720  721  722  723  747  748  749  750  751  774  775  776  777  778  779\n 1357 1358 1359 1360 1371 1372 1373 1374 1375 1376 1377 1378 1379 1394 1395\n 1396 1397 1398 1399 1400 1401 1402 1403 1420 1421 1422 1423 1424 1425 1426\n 1427 1428 1429 1447 1448 1449 1450 1451 1452 1478 1479 1480 1481 1482 1483\n 1544 1545 1546 2306 2307 2308 2309 2327 2328 2329 2330 2331 2332 2333 2334\n 2335 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2382 2383 2384 2385\n 2386 2387 2388 2389 2390 2391 2392 2411 2412 2413 2414 2415 2416 2417 2418\n 2419 2420 2444 2445 2446 2447 2448 2449 3420 3421 3422 3423 3449 3450 3451\n 3452 3453 3454 3455 3456 3457 3479 3480 3481 3482 3483 3484 3485 3486 3487\n 3510 3511 3512 3513 3514 3515 3516 3517 3518 3519 3545 3546 3547 3548 3549\n 3550 3551 3552 3553 3581 3583 3584 3585 3954 4713 4714 4744 4745 4746 4747\n 4748 4775 4776 4777 4778 4779 4780 4781 4782 4806 4807 4808 4809 4810 4811\n 4812 4813 4814 4844 4845 4846 4847 4848 4849 4850 4851 4852 4853 4882 4883\n 4884 4885 4886 4887 4888 4889 4890 4891 4892 4893 4920 4921 4922 4923 4924\n 4925 4957 4958 4959 4960 4961 4962 4963 4992 4993 4994 4995 4996 4997 5027\n 5028 5029 5030 5061 5062 6233 6264 6265 6295 6296 6297 6331 6332 6333 6368\n 7836 7865 7866 7867 7895 7896 7897 7898 7929 7930 7931 7963 7964 9598 9599\n 9600 9601 9632 9633 9634 9635 9636 9663 9664 9665 9666 9695 9696 9727]\n[ 643  644  645 1364 1365 1366 1367 1368 2319 2320 2321 2322 2323 2324 3440\n 3441 3442 3443 3444 3445 3446 4734 4735 4736 4737 4738 4739 4740 6224 6225\n 6226 6227 6228 6229 7862 7863 7864 7891 7892 7893 7894]\n[ 221  657  658  659  660  661 1388 1389 1390 1391 1392 1393 2346 2347 2348\n 2349 2350 2351 2352 3470 3471 3472 3473 3474 3475 3476 3477 3478 4766 4767\n 4768 4769 4770 4771 4772 4773 4774 6255 6256 6257 6258 6259 6260 6261 6262\n 6263]"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n[ 655  656  669  670 1380 1381 1382 1404 1405 1406 1407 1430 1431 1432 1433\n 1434 1458 1459 1460 1461 1489 1490 2336 2337 2338 2363 2364 2365 2393 2394\n 2395 2421 2422 2423 2424 3458 3488 3489 3520 3521 3522 3523 3524 3555 3556\n 3557 3558 3559 3592 3593 3594 3626 3627 3628 4815 4816 4817 4854 4855 4856\n 6304 6305 6306 6307 6308 6340 6341 6342 6343 6344 6345 6373 6374 6375 6376\n 6377 6378 6379 6413 6414 7937 7938 7970 7971 7972 8004 8008]\n[  23   29  233  234  235  236  237  246  247  708  709  710  711  712  713\n  740  741 1469 1470 1471 1472 1473 1474 1475 1507 2437 2438 2439 2440 2441\n 2442 3575 3576 3577 3578 3579 3580 4875 4876 4877 4878 4879 4880 4881 6362\n 6363 6364 6365 6366 6367]\n[ 732  733  734  735 1499 1500 1501 1502 2465 2466 2467 2468 2469]\n[  34   35   36  263  264  265  766  767  768 1537 1538 1539 2506 2507 2508\n 3647 3648 4949 4950 4951 4952]\n[   2   31   32   33   39   40   48   56   69   70   83   95  249  250  251\n  252  268  269  270  271  272  273  283  284  304  305  325  326  327  351\n  352  379  380  406  432  743  744  745  746  770  771  772  773  798  799\n  800  825  826  851  852  853  882  883  917  918  953 1509 1510 1511 1512\n 1540 1541 1542 1543 1569 1570 1599 1600 1634 1635 1636 1668 1669 1703 1704\n 1741 2474 2475 2509 2510 2511 2544 2545 2546 2576 2577 2578 2607 2608 2609\n 2641 2642 2674 2675 2711 3614 3615 3649 3650 3651 3683 3684 3685 3714 3715\n 3716 3745 3746 3747 3777 3810 4917 4918 4919 4954 4955 4956 4989 4990 4991\n 5024 5025 5026 5058 5059 5092 5125 6400 6401 6429 6430 6431 6464 6465 6466\n 6498 6499 6500 6530 6531 6560 6561 6590]\n[ 731  759  760  788  789  815  816  842  869  870  901  902  903  936  937\n  938  970  971  972 1006 1007 1465 1494 1495 1496 1497 1498 1526 1527 1528\n 1529 1530 1558 1559 1560 1586 1587 1588 1616 1617 1618 1650 1651 1652 1653\n 1685 1686 1687 1688 1722 1723 1724 1761 2430 2431 2432 2461 2462 2463 2464\n 2492 2493 2494 2495 2527 2528 2529 2530 2531 2561 2562 2563 2564 2565 2590\n 2591 2592 2594 2620 2621 2622 2623 2624 2655 2656 2658 2691 2692 3529 3530\n 3565 3566 3600 3601 3632 3633 3634 3635 3667 3668 3669 3670 3696 3697 3698\n 3699 3700 3701 3727 3728 3729 3730 3731 3760 3761 3762 3763 3794 3795 4935\n 4971 4973 5004 5006 5037 5039 5040 5073 5108 6446 6447 6479 6480 6481 6510\n 6511 6512 6542]\n[  66   80  322  347  348  848  878  879 1631 1664 1665 2605 2637 2638 3774\n 4987 5021 5055 5088 5089]\n[ 884  919 1670 1705 1742 1779 2643 2676 2712 3779 3812 3847]\n[ 372  373  910  911 1696 1697 2668 2669 3805 3806 3807 5115 5116 5117 5118\n 5119 5120 5121 6581 6582 6583 6584 6585 6586]\n[2560 2589 2619 2654 2690]\n[  13  102  103  116  397  398  423  944  945  979 1732 1733 2703]\n[ 2748  2784  2819  2854  2892  2927  2962  2995  3027  3059  3923  3960\n  3994  4032  4070  4105  4141  4174  4210  5270  5306  5343  5385  5423\n  5461  5497  5533  6762  6800  6841  6882  6922  6961  6998  8242  8382\n  8420  8464  8503  8543  8583  8625  8667 10173 10209 10277 10319 10364\n 10406 10448 10488 12080 12113 12151 12193 12233 12270 12307 12340 12374\n 12409 12453 12499 12546 12590]\n[  207   208   209   580   581   582   583  1199  1200  1201  1202  1203\n  1204  2009  2010  2011  2012  2013  2014  2015  2981  2982  2983  2984\n  2985  4128  4129  4130  4131  4132  4133  4163  4164  4195  4196  5447\n  5448  5449  5450  5451  5452  5486  5487  5488  5489  5520  5521  5523\n  5557  6910  6911  6912  6913  6914  6915  6949  6950  6951  6952  6953\n  6985  6987  6988  6989  6990  8532  8533  8534  8535  8536  8570  8571\n  8572  8573  8574  8575  8610  8611  8612  8613  8614 10239 10267 10268\n 10269 10270 10303 10304 10305 10306 10307 10346 10347 10349 10350 12102\n 12103 12139 12140 14005]\n[  991   992  1024  1057  1058  1091  1092  1124  1125  1126  1157  1158\n  1159  1190  1191  1216  1217  1218  1219  1220  1244  1245  1246  1247\n  1248  1271  1272  1273  1274  1296  1297  1849  1885  1886  1923  1924\n  1925  1959  1960  1961  1993  1994  1995  2026  2027  2028  2029  2056\n  2057  2058  2059  2086  2087  2088  2089  2714  2750  2821  2856  2894\n  2895  2896  2929  2930  2931  2964  2965  2966  2996  2997  2998  3028\n  3029  3030  3060  3061  3749  3781  3814  3849  3887  3925  3962  3996\n  4034  4072  4073  4074  4107  4108  4109  4142  4143  4144  4145  4175\n  4176  4177  4211  4212  5160  5196  5235  5272  5308  5345  5387  5388\n  5389  5425  5426  5427  5462  5463  5464  5465  5498  5499  5534  5535\n  6659  6693  6726  6727  6763  6764  6801  6802  6842  6843  6844  6845\n  6883  6884  6885  6886  6923  6924  6925  6926  6962  6963  6964  6999\n  7000  7001  7039  8309  8346  8383  8384  8421  8422  8465  8466  8467\n  8504  8505  8506  8544  8545  8546  8547  8584  8585  8586  8626  8627\n  8669 10138 10174 10210 10244 10245 10278 10279 10320 10321 10322 10365\n 10366 12019 12049 12082 12115 12153 12195]\n[ 610  611  625  626  633 1252 1253 1279 1280 1281 1303 1304 1305 2064 2095\n 2096 2097 2129 2130 2131 2163 2164 3034 3068 3069 3070 3104 3105 3106 3141\n 4220]\n[1039 1284 1307 2039 2069 2100 2134 2166 2210 3007 3039 3073 3109 3144 3175\n 3204 3233 4120 4155 4188 4225 4262 4300 4337 4375 4413 4450 5626 5668 5709\n 7093 7094 7135 7136 7173 7174 7211]\n[ 613 1255 1256 1282 1283 1306 2067 2098 2132 3037 3071 3107 4186 4223 4260]\n[  620  3062  3063  3095  3096  3097  3098  3099  3100  3101  3130  3131\n  3132  3133  3134  3135  3136  3162  3163  3166  3192  4213  4214  4215\n  4248  4249  4250  4251  4252  4253  4254  4286  4287  4288  4289  4290\n  4291  4292  4323  4324  4325  5500  5536  5537  5573  5574  5575  5576\n  5577  5612  5613  5614  5615  5616  5617  5618  5654  5655  5656  5657\n  5658  5659  5696  5697  5698  5699  5700  7037  7038  7080  7081  7082\n  7083  7084  7122  7123  7124  7125  7126  7127  7128  7164  7165  7166\n  7167  7201  7202 10281 10282 10283 10323 10324 10325 10326 10368 10369\n 12116 12117 12154 12155 12156 12157 12158 12196 12197 12198 12199 12236\n 12237 12238 14058 14059 14060 14098 14099 14100 14101 14139 14140 14174\n 15833 15858 15859 15879 15880 15907 15908 15909 15940 15941 15942 15977\n 15978 15979 15980 16016 16017 16018 16019 16020 16058 16059 16060 16093]\n[2194 2195 2215 2216 2217 2230 2231 2232 3188 3215 3216 3217 3238 3239 3240\n 3258 3259 3274 3275 4429 4430 4431 4457 4458 4459 4485 4486 4487 4506 4507\n 4508 4527 5158]\n[ 1346  2248  2253  2254  2255  2266  2267  2268  2285  2286  2287  2288\n  3319  3320  3321  3338  3339  3340  3341  3362  3363  3364  3389  3390\n  3391  3392  4569  4579  4580  4581  4582  4599  4600  4601  4602  4625\n  4626  4653  4654  4682  4683  4684  4715  4716  4717  4749  4750  4751\n  6053  6054  6055  6056  6079  6080  6081  6082  6108  6109  6110  6111\n  6138  6139  6140  6141  6142  6170  6171  6172  6173  6202  6203  6204\n  6205  6206  6235  6236  6237  6238  6239  6240  6266  6267  6268  6269\n  6270  6271  6298  6299  6300  6301  6302  6303  6334  6335  6336  6337\n  6338  6339  6369  6370  6371  6372  6404  6405  6406  6407  7710  7711\n  7712  7713  7740  7741  7742  7743  7744  7745  7772  7773  7774  7775\n  7776  7777  7807  7808  7809  7840  7841  7842  7868  7869  7870  7871\n  7872  7873  7899  7900  7901  7902  7903  7904  7905  7932  7933  7934\n  7935  7936  7965  7966  7967  7968  7969  7997  7998  7999  8000  8001\n  8002  8003  8030  8031  8032  8033  9494  9495  9496  9497  9498  9528\n  9529  9530  9531  9532  9533  9568  9569  9570  9571  9604  9605  9606\n  9637  9638  9639  9640  9667  9668  9669  9670  9697  9698  9699  9700\n  9701  9728  9729  9730  9756  9757  9758  9759 11367 11368 11369 11370\n 11371 11403 11404 11405 11406 11407 11408 11443 11444 11445 11446 11447\n 11448 11483 11484 11485 11516 11517 11543 11544 11545 11570 11571 11572\n 11573 11599 11600 11601 11602 11631 11632 11633 11634 13308 13309 13310\n 13342 13343 13344 13345 13346 13382 13383 13384 13385 13386 13387 13423\n 13424 13425 13426 13427 13499 13500 13519 13520 13521 13522 13547 13548\n 15305 15306 15307 15342 15343 15344 15345 15346 15380 15381 15382 15383\n 15384 15416 15417 17309 17342 17343 17344 17370 17371 17372 17373 17374\n 17375 17401 17402 17403 17404 17405 19257 19260 19288 19289 19313 19314\n 19338]\n[ 634  637  638 1336 1337 1339 1340 1341 1350 1351 1352 1353 2249 2250 2251\n 2252 2257 2258 2259 2260 2261 2262 2263 2274 2275 2276 2277 2278 2279 2280\n 2296 2297 2298 2299 2300 2301 3310 3311 3312 3313 3314 3315 3327 3328 3329\n 3330 3331 3332 3333 3334 3348 3349 3350 3351 3352 3353 3354 3355 3356 3357\n 3375 3376 3377 3378 3379 3380 3381 3382 3383 3384 3406 3407 3408 3409 3410\n 3411 3412 3413 3414 3415 3438 3439 4575 4589 4590 4591 4592 4593 4594 4595\n 4613 4614 4615 4616 4617 4618 4619 4620 4639 4640 4641 4642 4643 4644 4645\n 4646 4667 4668 4669 4670 4671 4672 4673 4674 4675 4676 4699 4700 4701 4702\n 4703 4704 4705 4706 4707 4708 4732 4733 4793 6049 6071 6072 6073 6074 6075\n 6096 6097 6098 6099 6100 6101 6102 6126 6127 6128 6129 6130 6131 6132 6133\n 6157 6158 6159 6160 6161 6162 6163 6188 6189 6190 6191 6192 6193 6194 6195\n 6196 6197 6221 6222 6223 6252 6253 6254 6283 6321 6459 7676 7702 7705 7732\n 7733 7734 7735 7736 7764 7765 7766 7767 7768 7797 7798 7799 7800 7830 7831\n 7832 7833 7919 9391 9392 9421 9422 9452 9453 9485 9486 9487 9490 9519 9520\n 9521 9524 9558 9559 9560 9561 9562 9589 9594 9595 9596 9597 9624 9629 9630\n 9631 9656 9661 9662 9687 9719]\n[1347 1348 1349 1361 1362 2289 2310 2311 3393 3424 3425 4718]\n[ 225  226  227  685  686  687  688  689  690 1440 1441 1442 1443 1444 1445\n 1446 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 3535 3536 3537 3538\n 3539 3540 3541 3542 3543 3544 4833 4834 4835 4836 4837 4838 4839 4840 4841\n 4842 6322 6323 6324 6325 6326 6327 6328 6329 6330 7956 7957 7958 7959 7960\n 7961 7962]\n[ 704 1436 1463 2398 2399 2427 3525 3526 3560 4818 4819 4820 4857 4858 4859\n 4894 4895 4931 8040 8070 8101]\n[ 1453  1454  1455  1456  1457  1484  1485  1486  1487  1488  2450  2451\n  2452  2453  2454  2477  2478  2479  2480  2481  2482  2483  2484  2485\n  2516  2517  2518  2519  2520  2521  3554  3586  3587  3588  3589  3590\n  3591  3620  3621  3622  3623  3624  3625  3658  3659  3660  3661  4926\n  4927  4928  4929  4964  4965  4966  6408  6409  6410  6411  6439  6440\n  6441  6473  6474  6475  6476  8005  8036  8037  8068  9731  9732  9760\n  9761  9762  9795  9796 11603 11604 11635 11636 11637 11671 11672 13523\n 13551 13552 13585 13618 15489 15490 15513 15514 26856]\n[ 758 1464 1493 1525 1557 2428 2429 2459 2460 2490 2491 2526 3561 3596 3597\n 3630 3631 3665 3666 3695 4860 4897 4934 4970 5003 5036 6346 6380 6415 6444\n 6445 6477 6478 6509 6541]\n[1571 2476 2512 2513 2514 2515 2547 2548 2549 2550 2581 3582 3616 3617 3618\n 3619 3652 3653 3654 3655 3656 3657 3686 3687 3688 3689 3690 3717 3718 3719\n 3720 3748]\n[  91  371  909 1694 1695 2662 2663 2664 2665 2666 2667 3801 3802 3803 3804]\n[ 973 1620 1621 1654 1689 1725 1762 1763 1799 1800 2595 2625 2626 2627 2659\n 2660 2694 2695 2696 2731 2732 2733 2734 2767 2769 2770 3796 3797 3829 3830\n 3831 3868 3869 3906 3907 3908 5177 5178 5215 5216 6442 6676]\n[ 192  193  194  203  204  205  215  532  556  557  558  573  574  575  591\n  607  619  954  989 1021 1022 1054 1055 1056 1088 1089 1090 1121 1122 1123\n 1154 1155 1156 1188 1189 1215 1243 1270 1295 1813 1814 1847 1848 1883 1884\n 1921 1922 1957 1958 1991 1992 2749 2785 2820 2855 2893 2928 2963 3848 3886\n 3924 3961 3995 4033 4071 4106 5234 5271 5307 5344 5386 5424]\n[2871 2872 2910 2911 2945 2946 3973 3974 4010 4011 4050 4051]\n[2947 2980 3012 4088 4089 4126 4127 4162 5366 5406 5407 5445 5446 5485 6825\n 6867 6909 6948 8447 8491]\n[2979 3010 3011 3042 3043 4009 4049 4086 4087 4122 4123 4124 4157 4158 4159\n 4190 4191 4192 4227 4228 5513 5550]\n[ 2080  2114  2147  3054  3089  3123  3124  3156  3157  3186  3187  4206\n  4207  4242  4243  4279  4280  4281  4316  4317  4318  4355  4356  4357\n  4393  4394  4395  5531  5568  5569  5605  5606  5607  5647  5648  5649\n  5689  5690  7033  7073  7074  7075  7115  7116  7117  7157  8746 10518]\n[ 624  632 1278 1302 1318 2094 2128 3067 3103 4149 4182 4218 4219 4256]\n[ 1317  2070  2101  2127  2135  2160  2161  2162  2183  2184  2185  2186\n  2205  2206  2207  2208  2225  2226  2227  2228  2238  2239  2908  2943\n  2977  3008  3040  3074  3102  3110  3137  3138  3139  3140  3145  3167\n  3168  3169  3170  3171  3172  3199  3200  3201  3202  3205  3231  3255\n  4048  4085  4121  4156  4189  4226  4255  4257  4258  4263  4293  4294\n  4295  4296  4297  4301  4329  4330  4331  4332  4333  4334  4338  4370\n  4371  4372  4373  4376  4411  4414  4448  5245  5280  5316  5317  5356\n  5357  5397  5398  5437  5438  5474  5475  5505  5510  5511  5541  5542\n  5543  5547  5548  5578  5579  5580  5581  5582  5586  5587  5619  5620\n  5621  5622  5623  5627  5660  5661  5662  5663  5664  5665  5669  5704\n  5705  5706  5707  5710  5745  5748  5786  5789  6972  6973  7008  7009\n  7041  7042  7043  7047  7048  7085  7086  7087  7088  7089  7090  7129\n  7130  7131  7132  7170  7171  7208  7249  8632  8672  8673  8674  8675\n  8715  8716  8717  8718  8719  8721  8759  8760  8761  8762  8798  8800\n 10251 10284 10285 10327 10328 10370 10371 10372 10411 10412 10413 10414\n 10415 10454 10455 10456 10457 10494 10495 10528 12120 12159 12160 12200\n 12201 12202 12203 12239 12240 12241 12242 12275 12276 12277 12278 12312\n 14061 14062 14102 14103 14104 14141 14142 14143 14175]\n[1328 1329 1330 1331 1332 1333 1334 1335 2201 2202 2203 2204 2219 2220 2221\n 2222 2223 2224 2233 2234 2235 2236 2237 2240 2241 2242 2243 2244 2245 3164\n 3165 3193 3194 3195 3196 3197 3198 3221 3222 3223 3224 3225 3226 3227 3228\n 3229 3230 3243 3244 3245 3246 3247 3248 3249 3250 3251 3252 3253 3254 3261\n 3262 3263 3264 3265 3266 3267 3268 3269 3270 3271 3272 3273 3276 3277 3278\n 3279 3280 3281 3282 3283 3284 3285 3286 3287 3288 3289 3290 3291 3292 3293\n 3294 3295 3296 3297 3298 3299 3300 3301 4326 4327 4328 4362 4363 4364 4365\n 4366 4367 4368 4369 4399 4400 4401 4402 4403 4404 4405 4406 4407 4408 4409\n 4410 4435 4436 4437 4438 4439 4440 4441 4442 4443 4444 4445 4446 4447 4462\n 4463 4464 4465 4466 4467 4468 4469 4470 4471 4472 4473 4474 4475 4476 4477\n 4489 4490 4491 4492 4493 4494 4495 4496 4497 4498 4499 4500 4501 4502 4503\n 4504 4510 4511 4512 4513 4514 4515 4516 4517 4518 4519 4520 4521 4522 4523\n 4524 4525 4529 4530 4531 4532 4533 4534 4535 4536 4537 4538 4539 4540 4541\n 4543 4544 4545 4546 5702 5703 5743 5744 5782 5783 5784 5785 5822 5823 5824\n 5825 5826 5827 5860 5861 5862 5863 5864 5865 5893 5894 5895 5896 5897 5898\n 5899 5918 5919 5920 5921 5922 5923 5924 5936 5937 5938 5939 5940 7134 7172\n 7209 7248 7250 7289 7290 7291 7330 7331 7332 7371 7372 7405 7406 7435]\n[2209 2229 3203 3232 3256 4374 4412 4449 4542 5708 5746 5747 5787 5788 5828\n 5829 5866 5867 5900 5925]\n[2269 2270 2271 2272 2290 3365 3366 3394 4685]\n[2345 3468 3469 4763 4764 4765]\n[2400 3533 3534 3569 4831 4832 4870 6358]\n[ 232  705  706  707 1466 1467 1468 2434 2435 2436 3572 3573 3574 4872 4873\n 4874 6359 6360 6361]\n[2433 3570 3571 3603 3605 3606 3607 3608 3609 4871 4906 4907 4908 4909 4910\n 4911 6392 6393 6394 6395 8022 8023 8024 9816 9817 9818]\n[3595 3629 3664 4896 4933 4969 5002]\n[3739 5045 5046 5047 5048 5049 5050 5051 5052]\n[5080 5081 5082 5083 5084 5085 5086 5087 6556]\n[2743 2744 2745 2781 2816 2849 3775 3808 3843 3844 3881 3882 3883 3920 3957\n 5090 5091 5122 5123 5124 5155 5156 5191 5192 5193 5194 5231 6557 6558 6587\n 6588 6589 6620 6622 6657 8176 8177 8206 9945]\n[5035 5067 5068 5101 5102 5103 5135 5136 5137 6412]\n[4998 4999 5000 5001 5031 5032 5033 5034 5063 5064 5065 5066 5097 5098 5099\n 5100]\n[1781 2751 2786 2822 2857 3850 3888 3926 3963 3997 4035 5197 5236 5273 5309\n 5346]\n[5319 5359 5400 5401 5440 5441 5477 5478 5514]\n[ 467  468  492  493  518  541  898  933  967 1003 1034 1035 1067 1068 1101\n 1102 1134 1135 1167 1168 1169 1227 1228 1859 1860 1896 1897 1934 1935 1936\n 1970 1971 1972 2004 2005 2006 2037 2038 2068 2099 2133 2867 2868 2869 2905\n 2906 2907 2940 2941 2942 2974 2975 2976 3005 3006 3038 3072 3108 3937 3972\n 4006 4007 4008 4045 4046 4047 4082 4083 4084 4118 4119 4153 4154 4187 4224\n 4261 5315 5354 5355 5395 5396 5435 5436 5472 5473 5509 5546 5585 6700 6735\n 6771 6772 6809 6810 6811 6812 6850 6851 6852 6853 6854 6892 6893 6894 6895\n 6931 6932 6933 6934 6971 7007 7046]\n[3094 3129 3161 4247 4285 4322 4361 4398 5572 5611 5653 5695 5735 7036 7079\n 7121]\n[2165 3142 3173 4298 4335 5584 5624 5666 7091 7133]\n[3143 3174 4299 4336 5625 5667 7092]\n[ 3214  4354  4391  4428  4455  4456  4478  4479  4480  4481  4482  4483\n  4484  4505  4526  5688  5728  5765  5766  5767  5804  5805  5806  5807\n  5838  5839  5840  5841  5842  5843  5844  5845  5872  5873  5874  5875\n  5876  5877  5878  5904  5905  5926  7156  7192  7193  7194  7230  7231\n  7232  7269  7270  7271  7304  7305  7306  7307  7308  7309  7310  7311\n  7344  7345  7346  7347  7348  7349  7350  7351  7381  7382  7383  7384\n  7385  7386  7412  7413  7414  7415  7416  7417  7437  7438  7439  7440\n  7441  8821  8822  8857  8858  8895  8896  8897  8936  8937  8938  8939\n  8977  8978  8979  8980  9013  9014  9015  9016  9017  9018  9048  9049\n  9050  9051  9052  9053  9080  9081  9082  9104 10548 10580 10619 10620\n 10663 10664 10665 10666 10708 10709 10710 10749 10750 10751 10787 10788\n 10789 10824 10825 10826 10855 10856 10857 12581 12582 12583 12623 12624\n 12625 12665 12666 12667 12696 12697 12698 16400]\n[ 4666  6125  6155  7728  7759  7789  9449  9480  9513  9547 11254 11285\n 11318 11352 11386 11422 11461 11495 11525 13195 13227 13261 13293 13326\n 13361 13400 13435 13460 13483 15289 15322 15359 15395 15396 15423 15424\n 15444 15518 15751 17321 17352 17382 17410 17707]\n[3527 3528 3562 3563 3564 3598 3599 4821 4822 4823 4861 4862 4863 4898 4899\n 4900 4937 6312 6349 6381 6416 7975 8010 9867]\n[6402 6403 6432 6433 6434 6435 6436 6437 6438 6467 6468 6469 6470 6471 6472\n 6501 6502 6503 6504 6533 6534 6563]"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n[4953 4988 5022 5023 5057 6463 6495 6496 6497 6526 6527 6528 6529 6559 8119]\n[6551 6552 6553 6554 6555]\n[6505 6506 6507 6535 6536 6537 6565 6566 6567 6597 6598 6599]\n[ 5112  5113  5114  6578  6579  6580  6609  6610  6611  6612  8229  8230\n  8261 10030 15781]\n[ 3839  3840  3841  5147  5148  5149  5150  5151  5152  5153  6613  6614\n  6615  6616  6617  6618  6619  8231  8232  8233  8234  8235  8236  8237\n 10000 10001 10002 10003 10004 17655 19556 19557]\n[ 1866  2661  2803  2804  2805  2837  2838  2873  2875  3798  3799  3800\n  3832  3833  3834  3867  3870  3871  3905  3942  3943  3944  3945  3976\n  3977  5142  5143  5144  5145  5146  5179  5180  5181  5213  5214  5217\n  5218  5249  5250  5251  5252  5253  5284  5285  5286  5287  6607  6641\n  6642  6643  6644  6645  6675  6677  6678  6704  6705  6706  6707  6708\n  6741  6742  6743  6779  6780  6781  8195  8197  8228  8257  8258  8259\n  8288  8289  8290  8291  8292  8293  8321  8322  8323  8324  8325  8326\n  8327  8358  8360  8361  8362  8363  8364  8365  8400  8401  8402  8403\n  8443  9966  9967  9994  9995 10026 10028 10029 10054 10055 10056 10057\n 10058 10059 10060 10087 10088 10089 10090 10091 10092 10093 10121 10122\n 10123 10124 10125 10126 10127 10156 10157 10158 10159 10193 10194 11736\n 11764 11793 11822 11852 11853 11879 11880 11881 11884 11885 11907 11908\n 11909 11910 11911 11912 11913 11914 11915 11940 11941 11942 11943 11944\n 11945 11946 11947 11948 11949 11974 11975 11976 11977 11978 11979 11980\n 12003 12004 12005 12006 12007 12033 12034 12035 12066 13718 13719 13749\n 13750 13751 13757 13781 13782 13783 13785 13787 13788 13789 13790 13791\n 13815 13816 13817 13818 13819 13820 13821 13822 13823 13850 13851 13852\n 13853 13854 13855 13856 13857 13858 13859 13884 13885 13886 13887 13888\n 13889 13910 13911 13912 13932 13933 15683 15684 15685 15686 15687 15720\n 15721 15722 15723 15746 15748 15752 15753 15754 15755 15779 15780 15784\n 15785 15786 15811 15814 15815 15816 15817 15818 15819 15845 15846 17617\n 17618 17619 17649 17650 17651 17652 17653 17654 17678 17679 17680 17681\n 17682 17683 17684 17703 17708 17709 17710 17711 17729 17730 17731 17732\n 17733 17734 17752 17753 17758 19526 19527 19528 19549 19550 19551 19552\n 19553 19554 19576 19577 19578 19579 19580 19601 19602 19603 19604 19605\n 19626 19627 19628 19643 19651 19679 21439 21440 23350 23351 23352 23414\n 23416 25282 25283 25284 25285 27190 27191 27192 27193 28951 28952 28971\n 28972 28973 28974 30567 30568 30569 30570 30587 30588 30604 30605 30606\n 30607 30621 30622 30623 30624 30625 30626 30636 30637 30638 30639 30640\n 32113 32114 32128 32129 32130 32131 32132 32141 32142 32143 32144 32145\n 32146 32156 32157 32158 32159 32160 32172 32173 32174]\n[ 1020  1053  1087  1120  1152  1153  1185  1265  1812  1845  1880  1881\n  1918  1919  1954  1955  1988  1989  2022  2052  2082  2116  2149  2175\n  2782  2817  2851  2852  2889  2890  2924  2925  2959  2960  2992  3884\n  3921  3958  3991  3992  4029  4030  4067  4068  4102  4103  4139  5154\n  5195  5232  5267  5268  5303  5304  5340  5341  5382  5383  5420  5421\n  5459  6692  6723  6724  6759  6760  6797  6798  6838  6839  6880  8240\n  8241  8274  8275  8306  8307  8343  8344  8379  8380  8417  8418  8461\n  8462  9948  9977 10005 10006 10038 10071]\n[ 988 1778 1846 2747 2783 2818 2853 2891 2926 2961 3778 3811 3846 3885 3922\n 3959 3993 4031 4069 4104 4140 4173 4209 4246 4284 5233 5269 5305 5342 5384\n 5422 5460 5496 5532 5571 5610 6591 6624 6725 6761 6799 6840 6881 6921 6960\n 6997 7035 7078 8308 8345 8381 8419 8463]\n[5365 5405 6824 6866 6908]\n[6814 6856 6897 6936 6975 8394 8435]\n[ 1209  1237  1264  1290  1291  1777  2020  2021  2050  2051  2081  2115\n  2148  2990  2991  3022  3023  3024  3053  3055  3090  3125  4066  4097\n  4098  4099  4100  4101  4134  4135  4136  4137  4138  4171  4172  4205\n  5335  5336  5337  5339  5376  5377  5378  5379  5380  5381  5415  5416\n  5417  5418  5419  5453  5454  5455  5456  5457  5458  5491  5492  5493\n  5494  5495  5526  5527  5528  5529  5530  5567  6689  6691  6722  6756\n  6757  6758  6791  6792  6793  6794  6795  6796  6833  6834  6835  6836\n  6837  6874  6875  6876  6877  6878  6879  6916  6917  6918  6919  6920\n  6954  6955  6956  6957  6958  6959  6991  6992  6993  6994  6995  6996\n  7032  7158  8303  8304  8305  8341  8342  8376  8377  8378  8412  8413\n  8414  8415  8455  8456  8457  8458  8459  8498  8499  8500  8501  8502\n  8537  8538  8539  8540  8541  8576  8577  8578  8579  8580  8581  8615\n  8616  8617  8618  8619  8620  8621  8622  8623  8661  8662  8703  8704\n  8747  8786 10037 10068 10069 10070 10101 10102 10103 10104 10131 10132\n 10133 10134 10135 10167 10168 10169 10170 10171 10204 10205 10206 10207\n 10208 10240 10241 10242 10243 10271 10272 10273 10274 10275 10276 10308\n 10309 10310 10311 10312 10313 10314 10315 10351 10352 10353 10354 10355\n 10356 10357 10358 10359 10392 10393 10394 10395 10396 10397 10398 10399\n 10400 10401 10434 10435 10436 10437 10438 10439 10440 10441 10442 10443\n 10475 10476 10477 10478 10479 10480 10481 10482 10483 10510 10511 10512\n 10513 10519 11889 11890 11921 11922 11923 11924 11954 11955 11956 11957\n 11984 11985 11986 11987 11988 12014 12015 12016 12017 12018 12044 12045\n 12046 12047 12076 12077 12078 12079 12104 12105 12106 12107 12108 12109\n 12141 12142 12143 12144 12145 12146 12181 12182 12183 12184 12185 12186\n 12187 12188 12222 12223 12224 12225 12226 12227 12228 12258 12259 12260\n 12261 12262 12263 12264 12265 12293 12294 12295 12296 12297 12298 12299\n 12300 12302 12325 12326 12327 12328 12329 12330 12361 12362 12363 12364\n 12395 12396 12397 12398 12439 12440 12441 15561 15854 25406]\n[4125 4161 4194 5404 5443 5444 5482 5483 5484 5517 5518 5519 5554 5555 5556\n 6823 6865 6907 6946 6947 6982 6983 7018 7019]\n[4160 4193 4229 4230 5442 5479 5515 6938 6977 7013]\n[6773 6774 6813 6855 6896 6935 6974 7010 7049 7095 8478]\n[6906 6945 6981 7017 7057 7058 7059]\n[ 2071  2102  2103  2136  2870  2909  2944  2978  3009  3041  3075  3076\n  3077  3111  3112  4264  4265  4266  4302  4303  4339  4340  4341  4377\n  4378  4415  4416  5176  5211  5247  5281  5282  5318  5358  5399  5439\n  5476  5512  5549  5551  5588  5589  5590  5591  5592  5628  5629  5630\n  5631  5632  5670  5671  5672  5673  5674  5711  5712  5713  5714  5749\n  5750  5751  5752  5790  5791  5792  5830  5831  5868  7011  7012  7050\n  7051  7052  7053  7096  7097  7098  7099  7138  7139  7140  7141  7176\n  7177  7178  7179  7180  7213  7214  7215  7216  7217  7254  7255  7256\n  7295  7296  7336  7337  8392  8433  8477  8516  8517  8555  8556  8596\n  8597  8636  8637  8678  8679  8680  8722  8723  8724  8725  8726  8727\n  8763  8764  8765  8766  8767  8768  8805  8806  8807  8808  8809  8839\n  8840  8841  8842  8843  8878  8879  8880  8881  8921  8922  8923  8964\n  8965 10052 10221 10253 10254 10287 10288 10330 10331 10373 10374 10375\n 10376 10416 10417 10418 10419 10458 10459 10460 10496 10497 10498 10499\n 10531 10534 10535 10563 10566 10567 10568 10600 10603 10604 10605 10647\n 10648 10649 10693 10694 12090 12123 12163 12205 12206 12207 12243 12244\n 12245 12279 12280 13989 14026 14065 14107 14145 15985 16026 16064 16096\n 17973 18008]\n[4392 5729 5730 5768 5769 5808 5809 5846 5847 5879 5880 5906 5927 7312 7352\n 7387 7418 7442 7443]\n[7210 7251 7252 7292 7293 7333 7334 7373 7374 7407 7408 7436]\n[ 1325  4547  4548 ..., 20469 20507 36945]\n[11027 11042 11056 11070 11080 11088 12905 12923 12941 12963 12984 12997\n 13004 28176]\n[ 3303  4566  4567  4568  4576  5996  6001  6002  6013  6014  6015  6016\n  6017  6030  6031  6032  6033  6034  6050  7580  7581  7582  7589  7590\n  7591  7592  7593  7607  7608  7609  7610  7611  7629  7630  7631  7632\n  7633  7652  7653  7654  7655  7656  7677  7680  7681  7706  7709  7737\n  9270  9271  9273  9274  9275  9276  9282  9283  9284  9295  9296  9297\n  9298  9314  9315  9316  9317  9341  9342  9343  9344  9345  9369  9370\n  9371  9372  9373  9396  9397  9398  9399  9400  9427  9428  9429  9430\n  9431  9458  9459  9460  9461  9491  9492  9493  9525  9563 11092 11098\n 11107 11108 11126 11127 11128 11129 11149 11150 11151 11152 11176 11177\n 11178 11179 11203 11204 11205 11206 11207 11231 11232 11233 11234 11235\n 11236 11262 11263 11264 11265 11266 11267 11295 11296 11297 11298 11299\n 11300 11331 11332 11333 11334 11335 11364 11365 11366 11400 11401 11440\n 11441 11479 11744 13015 13028 13043 13044 13066 13067 13068 13069 13092\n 13093 13094 13095 13120 13121 13122 13123 13146 13147 13148 13149 13173\n 13174 13175 13176 13177 13178 13204 13205 13206 13207 13208 13209 13239\n 13240 13241 13242 13243 13244 13245 13246 13274 13275 13276 13277 13278\n 13279 13305 13306 13307 13339 13340 13379 13420 15010 15037 15059 15060\n 15061 15084 15085 15086 15087 15113 15114 15115 15116 15140 15141 15142\n 15143 15144 15169 15170 15171 15172 15173 15174 15202 15203 15204 15205\n 15206 15207 15236 15237 15238 15239 15240 15241 15269 15270 15271 15272\n 15273 15274 15301 15302 15303 15304 15338 15339 15340 15376 15377 15378\n 15413 17097 17098 17122 17123 17124 17148 17149 17150 17151 17152 17176\n 17177 17178 17179 17180 17181 17206 17207 17208 17209 17210 17211 17238\n 17239 17240 17241 17242 17243 17271 17272 17273 17274 17305 17306 17307\n 17308 17339 17340 17341 17369 19114 19115 19133 19134 19135 19150 19151\n 19152 19153 19154 19173 19174 19175 19176 19177 19178 19179 19200 19201\n 19202 19203 19229 19230 19231 19258 19259 19287 21094 21097 21120 21121\n 21143 21144 21145 21166 21167 21168 21169 21191 21192 21193 21194]\n[7699 7700 7701 7729 7730 7731 7761 7762 7763 7794 7795 7796 7826 7827 7828\n 7829 7859 7860 7861 7889 7890]\n[ 4830  6282  6320  7825  7857  7858  7887  7888  7920  7921  7954  7955\n  7987  9721  9722  9778 11560 11590 11620]\n[7988 7989 7990 7991 7992 7993 7994 7995]\n[ 6390  6424  8020  8052  8084  9747  9814  9815  9847 11688]\n[4905 6391 6425 6457 8053 8085 8114 9880]\n[8061 8062 8063 8095 8096 8097 8127 8128]\n[8034 8035 8064 8065 8066 8067 8098 8099 8100]\n[8025 8055 8056 8089 8090 8121 8122 8150 8181 8211 8273]\n[8042 8072 8103 8104 8132 8133 8162]\n[8026 8057 8091 8123 8151]\n[7996 8027 8028 8029 8058 8059 8060 8092 8093 8094 8125 8126 8153 8154 8184]\n[8171 8172 8173 8174 8175 8201 8202 8203 8204 8205]\n[8120 8148 8149 8179 8180 8208 8209 8210]\n[  364   391   417  1038  1071  1072  1105  1138  1171  1585  1615  1649\n  1683  1684  1719  1720  1756  1757  1759  1760  1792  1793  1795  1796\n  1797  1798  1825  1828  1829  1830  1831  1832  1833  1862  1863  1864\n  1865  1900  1901  1902  1903  1938  1939  1940  1941  1974  1975  2008\n  2653  2657  2689  2693  2726  2727  2728  2729  2730  2762  2763  2764\n  2765  2766  2768  2797  2798  2799  2800  2801  2802  2833  2834  2835\n  2836  2912  3725  3726  3757  3758  3759  3790  3791  3792  3793  3824\n  3825  3826  3827  3828  3862  3863  3864  3865  3866  3900  3901  3902\n  3903  3904  3938  3939  3940  3941  3975  4972  5005  5038  5069  5070\n  5071  5072  5104  5105  5106  5107  5138  5139  5140  5141  5171  5172\n  5173  5174  5175  5208  5209  5210  5212  5244  5246  5248  6540  6571\n  6572  6573  6603  6604  6605  6637  6638  6639  6670  6671  8041  8071\n  8102  8131  8159  8160  8161  8191  8192  8193  8194  8221  8222  8223\n  8224  8225  8253  8254  8255  8256  8285  8286  9738  9963  9993 10023\n 10053]\n[ 5283  5320  5360  6606  6640  6672  6673  6701  6702  6703  6736  6737\n  6738  6775  8287  8318  8319  8320  8354  8355  8356  8357  8393  8434\n 10085 10086]\n[ 6626  8244  8276  8310  8347 10011 10041 10074 10107 10139 10175 10211\n 11866 11894 11928 13802 13837]\n[ 3987  3988  5263  5264  5298  5299  5300  6719  6720  6754  6755  8337\n  8338  8339  8340  8373  8374  8375 10100]\n[ 1904  2874  4013  5321  5322  5323  5361  5362  5363  6739  6740  6776\n  6777  6778  6816  6817  6818  6858  6859  6860  6899  6900  6901  8359\n  8396  8397  8398  8437  8438  8439  8481  8482  8483  8520  8521  8522\n 10118 10119 10120 10151 10152 10153 10189 10190 10225 10226 10227 10257\n 10258 11972 11973 12002 12062 12063 12093 13958 15714 15747 17705]\n[6891 8511 8512 8513 8551 8592]\n[6905 6944 6980 7016 7056 8444 8488 8528 8566 8606 8645 8687 8688 8731 8732\n 8771]\n[4304 4342 4379 5593 5634 6822 6864 6984 7020 7060 8445 8489 8529 8531 8567\n 8568 8569 8607 8608 8609 8646 8647 8648 8689 8690 8733]\n[8653 8654 8655 8656 8657 8658 8659 8660 8695 8696 8697 8698 8699 8700 8701\n 8702 8739 8740 8741 8742 8743 8744 8745 8781 8782 8783 8784 8785]\n[ 4208  4245  4283  5570  5609  5651  7034  7077  7119  8665  8707  8750\n 10362 10404 10446 10486 12111 12149 12191 12231 12268 12305 12338 13976\n 14013 14051 14092 14133 14169]\n[ 8552  8593  8594  8633  8634  8635  8676  8677  8720 11971]\n[ 4267  4305  4343  4380  5558  5594  5635  5676  5677  5715  5716  5717\n  5754  5755  5756  5793  5794  5832  7021  7061  7101  7102  7103  7143\n  7144  7145  7146  7181  7182  7183  7184  7219  7220  7221  7222  7257\n  7258  7259  7297  7298  7299  7300  8649  8650  8691  8692  8734  8735\n  8736  8772  8773  8774  8775  8810  8811  8812  8813  8814  8845  8846\n  8847  8848  8849  8883  8884  8885  8886  8927 10389 10390 10431 10432\n 10472 10473 10474 10507 10508 10509 10539 10540 10541 10542 10570 10571\n 10572 10573 10608 10609 10610 10654 10655 10698 12179 12220 12257 12324\n 12358 12359 12360 12392 12393 12394 12435 12436 12527 12528 14123 14331\n 14332 14333 14424 16510 22268 25596 25621]\n[ 7040  8628  8670  8671  8712  8713  8714  8755  8756  8757  8794  8795\n 10367 10408 10409 10410 10450 10451 10452 10453 10491 10492 10493 10527]\n[8777 8778 8779 8780 8815 8816 8817 8818 8819 8820 8850 8851 8852 8853 8854\n 8855 8856 8887 8888 8889 8929 8930 8931]\n[ 5691  5731  5770  5810  5848  5881  5907  5908  7159  7196  7235  7274\n  7314  7354  7389  8823  8860  8900  8942  8983  9021 10550 10582 10623\n 10669 10713]\n[8799 8833 8834 8872 8873]\n[7137 7175 7212 7253 7294 8804 8838 8877 8920]\n[ 5693  5733  5772  5812  7161  7198  7237  7276  7316  7356  7390  8789\n  8825  8862  8902  8944  8985  9023  9057 10522 10552 10584 10625 10671\n 10715 10756 10794 10831]\n[ 2197  3160  3191  3220  4321  4360  4397  4434  4528  5652  5694  5734\n  5773  5774  5813  5814  5851  5852  5853  5884  5885  5886  5909  5910\n  5911  5928  5929  5941  5942  5943  5951  5952  5953  5961  7120  7162\n  7163  7199  7200  7238  7239  7240  7241  7277  7278  7279  7280  7317\n  7318  7319  7320  7357  7358  7359  7360  7391  7392  7393  7394  7420\n  7421  7422  7423  7446  7447  7448  7460  7461  7462  7474  7475  7486\n  7500  8542  8624  8666  8668  8708  8709  8710  8711  8751  8752  8753\n  8754  8790  8791  8792  8793  8826  8827  8828  8829  8863  8864  8865\n  8866  8903  8904  8905  8906  8945  8946  8947  8948  8986  8987  8988\n  8989  9024  9025  9026  9027  9058  9059  9060  9061  9087  9088  9089\n  9109 10318 10363 10405 10407 10447 10449 10487 10489 10490 10523 10524\n 10525 10526 10553 10554 10555 10585 10586 10587 10588 10626 10627 10628\n 10629 10630 10672 10673 10674 10675 10676 10716 10717 10718 10719 10720\n 10757 10758 10759 10760 10761 10795 10796 10797 10798 10799 10833 10834\n 10835 10864 12112 12150 12192 12232 12269 12306 12339 12341 12342 12373\n 12375 12376 12410 12411 12454 12455 12456 12500 12501 12502 12547 12548\n 12549 12591 12592 12593 12633 12634 12635 12674]\n[8801 8835 8874 8917 8960 9001]\n[5902 5903 7379 7380 9011 9012]\n[ 5990  5992  5994  7502  7514  7515  7516  7527  7528  7529  7540  7541\n  7542  7553  7554  7555  7567  7568  7569  7577  9143  9158  9159  9175\n  9176  9192  9193  9194  9208  9209  9210  9222  9223  9224  9236  9237\n  9238  9249  9250  9251  9261  9262  9263  9269 10912 10931 10932 10953\n 10954 10975 10976 10977 10996 10997 10998 10999 11012 11013 11014 11029\n 11030 11031 11044 11045 11046 11058 11059 11060 11072 11073 11074 11082\n 11083 11084 12835 12858 12859 12860 12883 12884 12885 12907 12908 12925\n 12926 12927 12943 12944 12945 12965 12966 12967 12986 12987 12988 12999\n 14846 14869 14870 14892 14893 14915 14916 14939 14940 14954 14962 14969\n 14974]\n[ 7526  7539  7552  7566  7576  9207  9221  9235  9248  9260 11011 11028\n 11043 11057 11071 11081]\n[ 5993  7524  7525  7536  7537  7538  7548  7549  7550  7551  7562  7563\n  7564  7565  7573  7574  7575  7578  9189  9190  9191  9204  9205  9206\n  9218  9219  9220  9232  9233  9234  9245  9246  9247  9257  9258  9259\n  9268 10993 10994 10995 11009 11010 11026 11041 11055 11069 11079 11087\n 12855 12856 12880 12881 12904 12922 12940 12962 12983 12996 13003]"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n[  703  1363  1383 ..., 23086 24983 63986]\n[7626 9311 9336 9337 9364 9365]\n[ 6047  7649  7650  7673  7674  7703  9338  9366  9393  9394  9423  9424\n  9454  9455  9488  9522  9523 11145 11171 11172 11173 11199 11200 11227\n 11228 11258 11259 11260 11291 11292 11293 11326 11327 11328 11359 11360\n 11361 11395 11396 11397 11435 11436 11437 11474 11475 11476 13062 13087\n 13088 13115 13116 13117 13141 13142 13143 13168 13169 13170 13199 13200\n 13201 13234 13235 13236 13237 13269 13270 13271 13301 13302 13335 13336\n 13375 13376 13416 13417 13450 13451 15055]\n[9335 9363 9390 9420 9450 9451 9483 9484 9517 9518 9555 9556]\n[9557 9591 9592 9593 9625 9626 9627 9628 9657 9658 9659 9660 9688]\n[ 4760  6249  6277  7883  7913  7945  9649  9678  9710 11524 11550 11581\n 11612 13459 13482 13503]\n[ 2496  2532  3497  3531  3532  3567  3568  3602  3636  3637  3671  3672\n  4787  4791  4792  4826  4827  4828  4829  4866  4867  4868  4903  4904\n  4940  4941  4942  4977  4978  5010  6220  6280  6281  6315  6316  6317\n  6318  6352  6353  6354  6385  6386  6387  6388  6420  6421  6422  6423\n  6450  6451  6453  6484  7792  7823  7824  7855  7856  7885  7886  7915\n  7916  7917  7918  7947  7948  7949  7950  7951  7981  7982  7983  7984\n  8014  8015  8016  8017  8046  8047  8076  8077  8107  8108  9550  9551\n  9586  9587  9618  9619  9620  9621  9650  9651  9652  9653  9654  9679\n  9680  9681  9682  9683  9684  9711  9712  9713  9714  9715  9716  9740\n  9741  9742  9743  9744  9745  9773  9774  9807  9808  9841  9869  9874\n  9900  9905  9935 11390 11425 11426 11462 11464 11465 11496 11497 11498\n 11499 11526 11527 11528 11529 11551 11552 11553 11554 11555 11582 11583\n 11584 11585 11586 11613 11614 11615 11616 11617 11644 11679 13401 13436\n 13461 13484 13504 13529 13530]\n[ 6355  7985  8018  9776 11653 13568]\n[ 3764  3765  4902  4939  4975  4976  5008  5009  5011  5041  5042  5043\n  5044  5075  5076  5077  5078  5079  5109  5110  5111  6452  6454  6455\n  6456  6483  6485  6486  6487  6488  6513  6514  6515  6516  6517  6518\n  6545  6546  6547  6548  6549  6550  6575  6576  6577  6608  8048  8049\n  8050  8078  8079  8080  8081  8082  8083  8109  8110  8111  8112  8113\n  8136  8137  8138  8139  8140  8141  8165  8166  8167  8168  8169  8170\n  8196  8198  8199  8200  8226  8227  8260  9775  9809  9810  9811  9812\n  9842  9843  9844  9845  9846  9875  9876  9906  9907  9936  9937  9938\n  9939  9968  9969  9970  9996  9997  9998  9999 10027 11618 11649 11650\n 11651 11684 11685 11686 11711 11712 11713 11714 11715 11716 11738 11739\n 11740 11741 11742 11743 11766 11767 11768 11769 11770 11795 11796 11828\n 11854 11855 11856 11882 11883 13564 13849 19521]\n[9755 9786 9787 9788 9789 9822 9823 9824 9856 9857 9858 9889 9890 9891 9922\n 9923]\n[9797 9798 9829 9830 9831 9832 9833 9863 9864 9865]\n[9785 9820 9854 9887]\n[9877 9878 9879 9908 9909 9910]\n[3604 4943 4944 6426 6427 6458 6489 8115 8116 8142 8143 8144 8145 9913 9914\n 9915]\n[9804 9838 9871 9902 9932]\n[ 6621  8146  8147  8178  8207  8238  9916  9946  9947  9975  9976 11750\n 11776 11777 11778 11805 11806 11807 11808 11832 11833 11835 11861 13680\n 13681 13704 13705 13706 13734 17691 17718 17741]\n[ 6443  9819  9853  9885  9886  9917  9918  9919  9949  9950  9978  9979\n 10036 11693 11694 11722 11723 11751 11752 11779 11780 11809 11810 11836\n 11837 11864 11865 11893 11927 15631 15632 15633]\n[ 9940  9941  9942  9943  9944  9971  9972  9973  9974 11800 11801 11802\n 11803 11804]\n[ 9920  9951  9980 10009]\n[10031 10032 10033 10034 10035 11886 11887 11888 23423]\n[ 6660  6694  6728  6765  6803  8277  8311  8348  8385  8423 10042 10075\n 10108 10140 10176 10212 10246 10280 11867 11895 11929 11960 11991 12020\n 12050 12083 13768 13803 13838 13872 15734 15768 15800 17693 17720 23526]\n[ 5262  6716  6717  6718  8300  8301  8334  8335  8336 10065 10066 10067\n 10097 10098 10099 11916 11917 11918 11919 11920 13829]\n[10007 10008 10040 10073 10106 10137]\n[10039 10072 10105 10136 10172]\n[ 8391  8429  8430  8431  8432  8473  8474  8475  8476  8514  8553 10146\n 10147 10182 10183 10184 10185 10186 10218 10219 10220 10222 11998 11999\n 12027 12028 12029 12059 13906 13907 13928 13929 13955 15884]\n[ 8515  8554  8595 10252 10286 10329]\n[ 6815  6857  6898  6937  6976  8395  8436  8479  8480  8518  8519  8557\n  8558  8559  8598  8599  8600  8638  8639  8640  8681 10150 10188 10223\n 10224 10255 10256 10289 10290 10291 10332 10333 10334 10377 10378 10420\n 10421 10461 12031 12125 12126 12165 12166 12208 12209]\n[ 8527  8565  8605  8644  8686  8730 10231 10264 10299 10342 12036 12069\n 12099 12134 12175 14001 27710]\n[10195 10196 10232 10233 10265 10266 10300 10301 10343 10344 10386 10387]\n[10514 10515 10516 10517 10543 10544 10545 10546 10547 10574 10575 10576\n 10577 10578 10579 10611 10612 10613 10614 10615 10616 10617 10618 10657\n 10658 12437 12438]\n[ 7195  7233  7234  7272  7273  7313  7353  7388  7419  8859  8898  8899\n  8940  8941  8981  8982  9019  9020  9054  9055  9083 10549 10581 10621\n 10622 10667 10668 10711 10712 10752 10753 10790 10827]\n[ 8890  8891  8892  8893  8894  8932  8933  8934  8935  8973  8974  8975\n  8976 10659 10660 10661 10662 10703 10704 10705 10706 10707 12485 12486\n 12487 12488 12489 12532 12533 12534 12535 12536 14385 14386 14429 14430\n 14431 14432 14433 14471 14472 14473 14474 14475 14476]\n[10744 10745 10746 10747 10748 10781 10782 10783 10784 10785 10786 12576\n 12577 12578 12579 12580 12618 12619 12620 12621 12622 14514 14515 14516\n 14551 14552 14553 14584 16450 16451 16452 16487 16488 16489 16522 18457\n 18495 20375 23973]\n[ 9077  9078  9079  9101  9102  9103 10821 10822 10823 10852 10853 10854\n 12662 12663 12664 12693 12694 12695]\n[ 7444  7445  7458  7459  7472  7473  7498  7499  7512  7513  9084  9085\n  9086  9105  9106  9107  9108  9121  9122  9123  9124  9125  9137  9138\n  9139  9152  9153  9154  9170  9171  9172  9173  9187  9188 10793 10830\n 10832 10859 10860 10861 10862 10863 10884 10885 10886 10887 10888 10904\n 10905 10906 10907 10908 10924 10925 10926 10927 10946 10947 10948 10949\n 10970 10971 10972 12408 12452 12498 12545 12589 12631 12632 12672 12673\n 12703 12704 12705 12733 12734 12735 12736 12737 12763 12764 12765 12766\n 12767 12784 12785 12786 12787 12804 12805 12806 12807 12808 12830 12831\n 12832 14440 14484 14521 14523 14524 14555 14556 14557 14558 14559 14590\n 14591 14592 14593 14594 14622 14624 14625 14626 14627 14661 14662 14663\n 14664 14665 14691 14692 14693 14694 14713 14714 14715 14716 14717 14737\n 14742 14743 14744 14769 14770 14771 16602 16603 16604 16636 16637 16638\n 16639 16659 16660 16661 16662 16681 16685 16686 16687 16711 16712 16713\n 16738 16763]\n[ 9211  9225  9239  9252  9264 11015 11032 11047 11061 11075]\n[ 7793  9482  9516  9553  9554  9590 11288 11322 11323 11355 11356 11391\n 11392 11431 11432 11470 11471 11505 11506 11534 11561 11591 11621 11622]\n[ 3405  3437  3495  3496  4697  4698  4730  4731  4761  4762  4789  4790\n  4824  4825  4864  4865  4901  4938  4974  5007  6156  6185  6186  6187\n  6218  6219  6250  6251  6278  6279  6313  6314  6350  6351  6384  6419\n  6449  6482  6543  7760  7790  7791  7820  7821  7822  7853  7854  7884\n  7914  7946  7980  8013  8045  8074  8075  8105  8106  8134  8135  8163\n  8164  9419  9481  9514  9515  9548  9549  9583  9584  9585  9617  9870\n  9901  9931 11255 11286 11319 11353 11354 11387 11388 11389 11423 11424\n 11463 13196 13228 13262 13294 13295 13327 13328 13329 13362 13363 13364\n 13402 13437 13462 13485 13505 15225 15259 15290 15323 15324 15360 15361\n 15397 15398 15425 15426 15445 15446 15460 15461 15474 17290 17322 17353\n 17383]\n[11324 11325 11357 11358 11393 11394 11433 11434 11472 11473]\n[ 7979  9622  9685  9717 11427 11428 11429 11466 11467 11500 11501 11502\n 11530 11531 11556 11557 11558 11587 11588 11647 11648 11682 11683 13365\n 13366 13367 13368 13403 13404 13405 13406 13407 13438 13439 13440 13441\n 13442 13463 13464 13465 13466 13467 13486 13487 13488 13489 13506 13507\n 13508 13532 13533 13534 13562 13563 13693 15362 15365 15399 15401 15402\n 15427 15429 15430 15447 15448 15449 15450 15462 15463 15464 15475 15476\n 15477 15494 15495 15496 15497 17387 17415 17429 17441 17442 17453 17454\n 17704 19621]\n[11480 11481 11482 11513 11514 11515 11540 11541 11542 11568 11569]\n[11507 11508 11509 11510 11535 11536 11537 11538 11562 11563 11564 11565\n 11566]\n[11511 11512 11539 11567]\n[ 9552  9588  9623  9655 11430 11468 11469 11503 11504 11532 11559 11589\n 11619]\n[ 7952  9686  9718  9746  9779 11594 11595 11596 11597 11624 11625 11626\n 11627 11655 11656 11657 11658 11659 11660 11689 11690 11691 11692 13600\n 13601 15661]\n[ 6311  6348  6382  6383  6417  6418  6448  7978  8011  8012  8043  8044\n  8073  9706  9735  9765  9768  9769  9799  9801  9802  9803  9834  9836\n  9837  9868 11643 11676 11677 11678 11707 11708 11735 13528 13557 13558\n 13588 13589]\n[ 6356  6389  7986  8019  8051  9777  9813 11654 11687]\n[ 8086  8087  9882  9883  9884 11718 11719 11720 11721]\n[11598 11628 11629 11630 11662 11663 11664 11665 11696 11697 11698 11699\n 11725 11726 11727 11728 11754 11755 11756 11757 11782 11783]\n[ 9881 11772 11773 11774 11775]\n[11661 11695 11724 11753 11781]\n[11829 11830 11831 11857 11858 11859 11860]\n[  295  9793  9794  9866  9895  9896  9897  9898  9925  9926  9927  9928\n  9929  9930  9956  9957  9958  9959  9960  9961  9962  9987  9988  9989\n  9990  9991  9992 10017 10018 10019 10020 10021 10022 10048 10049 10050\n 10051 10081 11666 11667 11668 11669 11670 11700 11701 11702 11703 11704\n 11705 11706 11729 11730 11731 11732 11733 11734 11758 11759 11760 11761\n 11762 11763 11784 11785 11786 11787 11788 11789 11790 11791 11813 11814\n 11815 11816 11817 11818 11819 11820 11821 11842 11843 11844 11845 11846\n 11847 11848 11849 11871 11872 11873 11874 11875 11876 11899 11900 11901\n 11902 11903 13549 13550 13580 13581 13582 13583 13584 13613 13614 13615\n 13616 13617 13641 13642 13643 13664 13665 13687 13688 13689 13711 13712\n 13713 13739 13740 13741 13771 13772 13773 13774 13775 13776 13806 13807\n 13808 13809 13810 13841 13842 13843 13844 13875 13876 13877 15512 15544\n 15545 15576 17511 17692 17719 17742]\n[11834 11862 11863 11892 11926 11959 11990]\n[11891 11925 11958 11989 13628 13732 13733 13763 13764 13765 13797 13798\n 13799 13800 13833 13834 13835 13869 13870 13871 13898 13899]\n[ 8404 10160 10161 10162 10163 12008 12009 12010 12011 12012 12013 13913\n 13914 13915 13916 15847 15869 15870 15871 15872 15873 17782 17783 17784\n 17785 17786 17787]\n[ 5364  5403  6819  6820  6821  6862  6863  6904  8399  8440  8441  8442\n  8485  8486  8487  8525  8526 10154 10155 10191 10192 10228 10229 10230\n 10261 10262 10297 12032 12064 12065 12095 12096 12131 13931 13959 13960\n 13961 13996 13997 14034 14035]\n[ 5402  5480  5481  5516  5552  5553  5633  5675  6861  6902  6903  6939\n  6940  6941  6942  6943  6978  6979  7014  7015  7054  7055  7100  7142\n  8484  8523  8524  8560  8561  8562  8563  8564  8601  8602  8603  8604\n  8641  8642  8643  8682  8683  8684  8685  8728  8729  8769  8770 10259\n 10260 10292 10293 10294 10295 10296 10335 10336 10337 10338 10339 10379\n 10380 10381 10382 10422 10423 10424 10462 10463 10464 10465 10500 10501\n 10536 10537 12094 12127 12128 12129 12130 12167 12168 12169 12170 12171\n 12210 12211 12212 12246 12247 12248 12281 12282 12283 12284 12315 12316\n 12317 12352 12353 12388 12389 12430 12431 13994 13995 14030 14031 14032\n 14033 14069 14070 14071 14072 14073 14109 14110 14111 14112 14113 14146\n 14147 14148 14149 14150 14177 14178 14179 14180 14181 14208 14209 14210\n 14211 14242 14243 14244 14280 14281 14282 14283 14324 14325 14326 14327\n 14370 14371 14372 14416 14417 14418 15887 15917 15951 15991 16030 16031\n 16066 16067 16099 16100 16130 16131 16160 16161 16197 16198 16236 16237\n 16238 16279 16280]\n[ 2218  3158  3189  3218  3241  3260  4244  4282  4319  4358  4432  4460\n  4488  4509  5608  5650  5692  5732  5771  5811  5849  5850  5882  5883\n  7076  7118  7160  7197  7236  7275  7315  7355  8664  8706  8749  8788\n  8824  8861  8901  8943  8984  9022 10317 10361 10403 10445 10485 10521\n 10551 10583 10624 10670 10714 10755 12110 12148 12190 12230 12267 12304]\n[10348 10391 10433 12138 12180 12221]\n[ 8416  8460  8582  8663  8705  8748  8787 10316 10360 10402 10444 10484\n 10520 12147 12189 12229 12266 12303 12337 12371]\n[12235 12272 12273 12274 12309 12310 12311 12343]\n[12331 12332 12333 12334 12365 12366 12367 12368 12399 12400 12401 12402\n 12442 12443 12444 12445 12490 12491 12537 12538]\n[ 7335  8803  8837  8876  8919  8962  8963  9003  9004  9041  9075  9120\n 10530 10532 10533 10561 10562 10564 10565 10598 10599 10601 10602 10642\n 10643 10644 10645 10646 10688 10689 10690 10691 10692 10732 10733 10734\n 10735 10736 10773 10774 10775 10812 10813 10814 10848 10849 10874 10875\n 10901 10902 12345 12346 12347 12348 12349 12380 12381 12382 12383 12384\n 12423 12424 12425 12426 12469 12470 12471 12515 12516 12517 12562 12563\n 12564 12606 12607 12608 12647 12648 12649 12683 12684 12717 12718 12752\n 14239 14240 14241 14273 14274 14275 14276 14277 14278 14319 14320 14321\n 14365 14366 14367 14411 14412 14413 14457 14458 14459 14499 14500 14501\n 14536 14537 14567 14568 14601 14602 14640 14641 14680 16156 16190 16191\n 16192 16193 16226 16227 16228 16229 16230 16231 16269 16271 16272 16273\n 16311 16312 16313 16352 16353 16354 16393 16394 16395 16433 16434 16435\n 16470 16471 16472 16504 16505 16540 16541 16581 16582 16621 18089 18122\n 18123 18124 18125 18160 18161 18162 18163 18202 18203 18204 18241 18242\n 18243 18284 18285 18286 18324 18325 18326 18364 18365 18366 18403 18404\n 18438 18439 18474 18475 18515 18516 18555 18556 18589 18590 20045 20046\n 20047 20082 20083 20084 20085 20122 20123 20124 20125 20163 20164 20165\n 20201 20202 20203 20240 20241 20242 20280 20281 20282 20321 20322 20357\n 20391 20430 20471 20508 21946 21947 21983 21984 22026 22067 22106 22144\n 22184 22224 22260 22297 22337 22379 22415 23831 23832 23870 23871 23910\n 23911 23952 23953 23995 23996 24037 24038 24039 24080 24081 24082 24123\n 24124 24161 24195 24233]\n[12314 12351 12387 12429 12474 12475 12520 12521 12522 12567]\n[ 5901  7375  7376  7377  7378  8928  9008  9009  9010 10700 10741 10742\n 10743 12573 12574 12575]"
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14950 14958]\n[ 9202 10969 10990 10991 11007 11024 11039 11053 11067 12829 12852 12853\n 12877 12878 12901 12902 12919 12920 12937 12938 12959 12960 12981 12994\n 14741 14767 14768 14794 14795 14819 14820 14840 14841 14863 14864 14886\n 14887 14909 14910 14933 14934 14948 14949 14957 14967 16710 16734 16735\n 16759 16760 16782 16783 16804 16805 16829 16830 16854 16855 16877 16895\n 16909 16924 16939 16952 16961 18668 18693 18694 18718 18719 18741 18742\n 18766 18767 18792 18793 18817 18839 18857 18875 18893 20617 20709 20733\n 20756 20759 26457]\n[ 9226  9240  9253  9265 11016 11033 11048 11062 11076 11085 12886 12909\n 12928 12946 12968 12989]\n[12916 12917 12934 12935 12956 12957 12978 12979]\n[11068 11078 11086 12961 12982 12995 13002]\n[ 4574  5995  6000  6012  6029  6048  7588  7606  7628  7651  7675  7704\n  9313  9340  9368  9395  9425  9426  9456  9489 11175 11202 11230 11261\n 11294 11329 11362 11398 11438 11477 13119 13145 13172 13203 13238 13272\n 13303 13337 13377 13418]\n[11170 11197 11198 11225 11226 11256 11257 11289 11290 13139 13140 13167]\n[ 9457 11330 11363 11399 11439 11478 13273 13304 13338 13378 13419]\n[11533 13231 13265 13296 13330 13370 13411 13445 13470 13494 13513 13538]\n[ 9720  9748  9749 11592 11593 13166 13197 13198 13232 13233 13266 13267\n 13268 13297 13298 13299 13331 13332 13333 13371 13372 13373 13412 13413\n 13414 13446 13447 13448 13471 13472 13473 13495 13496 13497 13514 13515\n 13516 13539]\n[13300 13334 13374 13415 13449 13474 13475 13498]\n[13380 13421 13452 13476]\n[13341 13381 13422 13453 13454 13477 13478]\n[13369 13409 13410 13443 13444 13468 13469 13492 13493 13511 13512 13537]\n[ 9733 11605 11606 11607 11638 11639 11673 11674 11675 13501 13502 13524\n 13525 13526 13527 13553 13554 13555 13556 13586 13587 15491 15492 15515\n 15516 15517 15546 15547 17483]\n[11623 13517 13518 13540 13541 13542 13543 13544 13571 13572 13573 13574\n 13575 13602 13603 13604 13605 15484 15485 15486 15503 15504 15505 15506\n 15507 15532 15533 15534 15535 15536 15566]\n[13561 13593 13622 13646 13669 13695 15522]\n[11717 13652 13653 13654 13655 13656 13657]\n[13607 13608 13635 13636 13660 13661 13685]\n[ 9848 11745 11746 11747 11748 11749 13674 13675 13676 13677 13678]\n[ 8272 13606 13634 13658 13659 13682 13683 13684 13707 13708 13735 13736\n 13766 13767 13801 13836]\n[13545 13546 13576 13577 13578 13579 13609 13610 13611 13612 13637 13638\n 13639 13640 13662 13663 13686 13710]\n[ 8271 13698 13699 13700 13701 15689 15690 15691 15692 23381]\n[13727 13728 13729 13730]\n[13825 13826 13827 13828]\n[ 6623  6658 13738 13770 13805 13840 13874 13901]\n[10094 10095 10096 11950 11951 11952 11953 13860 13861 13862 13863 13864\n 13865 15822 15823 15824 15825 15826 17761 17762 17763 17764 21533 21534]\n[13831 13832 13866 13867 13868 13894 13895 13896 13897 13917 13918 13919\n 13920 13941 13942 13943 13970 13971 13972 13973 13974 14006 14007 14008\n 14009 14010 14011 14045 14046 14047 14048 14049 14090 14131]\n[13902 13903 13904 13905 13924 13925 13926 13927 13949 13950 13951 13952\n 13984 13985 14021]\n[13769 13804 13839 13873 13900 13921 13922 13923 13946 13947 13948 13981\n 13982 13983 14018 14019 14020 14056 14057 14097]\n[15875 15900 15901 15933 15934 15971 15972 16012 16013 16053 16054 17816\n 17846 17881 17919 17962]\n[13945 13980 14017 14055 14096 14137 14172 14203]\n[13975 14012 14050 14091 14132 14168]\n[13944 13977 13978 14014 14015 14052 14053 14093 14094 14134 14135 14170\n 14201 14234]\n[14084 14085 14086 14087 14088 14124 14125 14126 14127 14128 14129 14163\n 14164 14165 14196 14197]\n[ 7260 10302 10345 10385 10388 10427 10428 10429 10430 10469 10470 10471\n 10503 10504 10505 10506 10538 12135 12176 12177 12178 12216 12217 12218\n 12219 12253 12254 12255 12256 12289 12290 12291 12292 12321 12322 12323\n 12357 14041 14080 14081 14082 14119 14120 14121 14122 14156 14157 14158\n 14159 14187 14188 14189 14190 14191 14217 14218 14219 14220 14221 14252\n 16002 16003 16042 16043 16077 16078 16079 16080 16111 16112 16113 16139\n 16140 16141 16142 16170 16171 16172 16173 16206 16207 18023 18024 18049\n 18050 18074 18075 18076 18103 18104 18139 25893 33898 35384 36913 38391\n 38409 39737 41090]\n[12048 12081 12114 12152 12194 12234 12271 12308 13979 14016 14054 14095\n 14136 14171 14202 14235 14268]\n[14089 14130 14166 14167 14198 14199 14228 14229 14230 14231 14261 14262\n 14263 14264 14298 14299 14300 14301 14342 14343 14344 14345 14387 14388\n 14389 14390 14391 14434 14435 14436 14477 14478 14479 14517 14518 14554\n 14585]\n[14200 14233 14266 14305 14349 14395]\n[10701 10702 12529 12530 12531 14426 14427 14428 14606 16368 16369 16370\n 16371 16372 16409 16410 16411 18302 18303 18304 18305 18306 18341 18342\n 18343 18344 18345 20219 20220 20221 20222 20257 20258 20259 20260 22124\n 22125 22163 22164 22165 22206 23932 24017 24018 24059 24060 24104 25820\n 25902 25945 25946 25986 27646 27709 27741 29347 29390 29413 30945 31005\n 32451 32498]\n[14304 14347 14348 14393 14394 14438 14439 14482 14483 14522]\n[14267 14306 14350 14396 14441 14485]\n[14138 14173 14204 14205 14206 14236 14237 14238 14269 14270 14271 14272\n 14307 14308 14309 14310 14311 14312 14313 14314 14315 14316 14351 14352\n 14353 14354 14355 14356 14357 14358 14359 14360 14361 14397 14398 14399\n 14400 14401 14402 14403 14404 14405 14406 14442 14443 14444 14445 14446\n 14447 14448 14449 14450 14451 14452 14486 14487 14488 14489 14490 14491\n 14492 14493 14494 14525 14526 14527 14528 14529 14560 16266 16267 16268\n 16303 16304 16305 16306 16307 16342 16343 16344 16345 16346 16347 16383\n 16384 16385 16386 16387 16388 16423 16424 16425 16426 16427 16428 16461\n 16462 16463 16464 16465 16496 16497 16498 16533 16534 16573 16574 16575]\n[10851 10878 10879 10880 10881 12692 12725 12726 12727 12728 14581 14582\n 14583 14614 14615 14616 14617 16519 16520 16521 16554 16555 16556 16557\n 18455 18456 18492 18493 18494 20373 20374 20408 20410 20411 22315 22317\n 24175 24211 24213]\n[12350 12385 12386 12427 12428 12472 12473 12518 12519 12565 12566 12609\n 12610 12650 12651 12652 12685 12686 12719 12720 12753 14279 14322 14323\n 14368 14369 14414 14415 14460 14461 14502 14503 14538 14539 14569 14570\n 14603 14604 14642 14643 16506 16542 16543 16583 16584 16622 16623]\n[10903 12757 12758 14653 14654 14685 14686 16594 16595 16630 18532 20447\n 20448 20485]\n[12871 12872 12873 ..., 38705 38717 42810]\n[12882 12906 12924 12942 12964 12985 12998 14845 14868 14891 14914 14938\n 14953 14961 14963 14968 14970 14973 14975 16787 16809 16834 16859 16882\n 16900 16914 16929 16943]\n[14859 14860 14882 14883 14905 14906 14929 14930]\n[14798 14823 14844 14867 14890 14913 14937 14952 14960]\n[ 9277  9285  9299  9300  9301  9318  9319  9320  9347 11100 11110 11111\n 11112 11130 11131 11132 11153 11154 11155 11180 11181 11182 11208 11209\n 13017 13018 13019 13020 13021 13022 13030 13031 13032 13033 13034 13035\n 13036 13037 13046 13047 13048 13049 13070 13071 13072 13073 13096 13097\n 13098 13099 13124 13125 13126 13150 13151 14977 14978 14984 14986 14987\n 14988 14989 14990 14991 14992 14999 15001 15002 15003 15004 15005 15006\n 15007 15008 15019 15020 15021 15022 15023 15024 15025 15026 15039 15040\n 15041 15042 15043 15044 15045 15063 15064 15065 15066 15067 15068 15088\n 15089 15090 15091 15092 15093 15094 15117 15118 15119 15145 16973 16974\n 16975 16976 16977 16978 16979 16989 16990 16991 16992 16993 16994 16995\n 16996 16997 17010 17011 17012 17013 17014 17015 17016 17017 17018 17032\n 17033 17034 17035 17036 17037 17038 17039 17040 17054 17055 17056 17057\n 17058 17059 17076 17077 17078 17079 17080 17100 17101 17102 17103 17104\n 17105 17125 17126 17127 17128 17153 17182 18949 18950 18951 18952 18961\n 18962 18963 18964 18965 18966 18967 18968 18969 18970 18980 18981 18982\n 18983 18984 18985 18986 18987 18988 18989 18990 19005 19006 19007 19008\n 19009 19010 19011 19012 19013 19029 19030 19031 19032 19033 19034 19035\n 19036 19054 19055 19056 19057 19058 19059 19060 19076 19077 19078 19079\n 19080 19081 19097 19098 19099 19100 19101 19116 19117 19118 20888 20889\n 20890 20891 20892 20893 20894 20904 20905 20906 20907 20908 20909 20910\n 20911 20912 20913 20914 20927 20928 20929 20930 20931 20932 20933 20934\n 20935 20936 20937 20938 20939 20953 20954 20955 20956 20957 20958 20959\n 20960 20961 20962 20963 20964 20965 20981 20982 20983 20984 20985 20986\n 20987 20988 20989 20990 21006 21007 21008 21009 21010 21011 21012 21030\n 21031 21032 21033 21034 21035 21036 21052 21053 21054 21055 21071 21072\n 22844 22854 22867 22868 22869 22870 22877 22878 22893 22894 22895 22896\n 22919 22920 22921 22922 22943 22944 22945 22946 22970 22971 22972 22994\n 22995 24768 24791 24792 24793 24794 24819 24820 24821 24822 24845 24846\n 24847 24848 24871 24872 24873 24896 24897 26647 26648 26669 26670 26671\n 26672 26673 26695 26696 26697 26698 26699 26722 26723 26724 26746 26747\n 26770 26771 28407 28431 28432 28458 28459 28460 28483 28484 28485 28510\n 28511 30084 30108 30109 30133 30134]\n[11093 11099 11109 13009 13016 13029 13045 14985 15000 15018 15038 15062\n 17075 17099]\n[ 7579  9281  9294 11125 11148 13065 13091 15058 15083]\n[11103 11123 11146 13039 13063 13089 15033 15056 15081 15110 15137 17050\n 17072 17094]\n[15108 15109 15135 15136 15164 15165 15166 15197 15198 15199 15231 15232\n 15233 15264 15265 15266 15296 15297 15298 15333 15334 15335 15371 15372\n 15373 15408 15409 15410 15437 15438 15458 15459]\n[15200 15234 15235 15267 15268 15299 15300 15336 15337 15374 15375 15411\n 15412 15439]\n[11287 11320 11321 13229 13230 13263 13264 13408 13490 13509 15161 15192\n 15193 15194 15226 15227 15228 15260 15261 15291 15292 15325 15326 15327\n 15328 15363 15364 15366 15400 15403 15428 15431 15451 15465 15523 15553\n 15581 15606 15626 15651 17168 17169 17197 17198 17199 17228 17229 17230\n 17260 17261 17262 17263 17291 17292 17293 17294 17295 17323 17324 17325\n 17326 17327 17328 17354 17355 17356 17357 17358 17384 17385 17386 17388\n 17411 17412 17413 17414 17416 17424 17425 17426 17427 17428 17430 17438\n 17439 17440 17443 17452 17467 17468 17489 17490 19145 19146 19166 19167\n 19168 19192 19193 19194 19195 19220 19221 19222 19223 19224 19246 19247\n 19248 19249 19250 19271 19272 19273 19274 19275 19276 19277 19297 19298\n 19299 19300 19301 19302 19321 19322 19323 19324 19325 19326 19327 19340\n 19341 19342 19343 19344 19345 19352 19353 19354 19355 19356 19363 19366\n 19367 19379 19380 21090 21109 21110 21111 21112 21133 21134 21135 21136\n 21157 21158 21159 21160 21181 21182 21183 21184 21185 21205 21206 21207\n 21208 21209 21210 21229 21230 21231 21232 21233 21234 21235 21249 21250\n 21251 21252 21253 21254 21255 21264 21265 21266 21267 21268 21275 21278\n 21290 21503 23030 23042 23043 23044 23045 23046 23059 23060 23061 23062\n 23074 23075 23076 23077 23078 23092 23093 23094 23095 23111 23113 23114\n 23115 23116 23117 23131 23133 23134 23135 23136 23137 23146 23148 23149\n 23150 23151 23152 23161 23164 23165 23166 23167 23180 23181 24959 24960\n 24974 24975 24976 24977 24978 24989 24990 24991 24992 24993 25002 25004\n 25005 25006 25007 25008 25020 25022 25023 25024 25025 25026 25039 25041\n 25042 25043 25044 25045 25055 25057 25058 25059 25060 25070 25072 25073\n 25075 25088 25103 25118 26830 26846 26847 26848 26849 26850 26851 26866\n 26867 26868 26869 26870 26871 26886 26887 26888 26889 26890 26891 26904\n 26905 26906 26907 26908 26921 26922 26923 26924 26925 26939 26940 26941\n 26955 26956 26957 26968 26969 26981 26997 28599 28600 28618 28619 28620\n 28621 28622 28623 28639 28640 28641 28642 28643 28644 28645 28660 28661\n 28662 28663 28664 28665 28666 28678 28680 28681 28682 28683 28696 28698\n 28699 28719 28720 28732 28733 28744 28754 28770 30232 30233 30248 30249\n 30250 30251 30252 30268 30269 30270 30271 30272 30273 30274 30289 30290\n 30291 30292 30293 30294 30295 30311 30313 30314 30315 30316 30333 30334\n 30356 30357 30372 30373 31760 31761 31777 31778 31779 31780 31797 31798\n 31799 31800 31801 31802 31821 31823 31824 31825 31826 31827 31849 31850\n 31851 31852 31874 31875 31876 31877 31897 31898 31899 33273 33274 33287\n 33288 33289 33290 33305 33307 33308 33309 33310 33311 33334 33335 33336\n 33337 33338 33364 33365 33366 33367 33368 33397 33398 33399 33400 33401\n 33423 34780 34781 34782 34792 34793 34794 34795 34796 34813 34814 34815\n 34816 34817 34842 34843 34844 34873 34874 34875 34908 34909 36294 36295\n 36296 36297 36313 36314 36315 36316 36317 36318 36339 36340 39110 39136\n 39164 39168 40468]\n[15341 15379 15415 15440 15441]\n[ 8054 11652 13536 13567 15433 15434 15435 15436 15454 15455 15456 15457\n 15469 15470 15471 15472 15480 15481 15482 15483 15500 15501 15502 15529\n 15531]\n[15593 15594 15615 15616 15617 15636 15659 15660 17600]\n[15537 15538 15569 15598 15621 15642 15667]\n[11904 13666 13667 13690 13691 13692 13714 13715 13716 13717 13742 13743\n 13744 13745 13746 13777 13778 15646 15647 15648 15672 15673 15674 15704\n 15705 15706 15707 15708 15709 15738 15739 15740 15741 15742 15772 15773\n 15774 15804 15805 15835 15836 15837 15860 15861 15862 15881 15882 15883\n 15910 17609 17638 17639 17668 17669 19539 19566]\n[ 9964 10025 11797 11798 11799 11823 11825 11826 11827 11850 11851 11878\n 11906 13670 13671 13696 13697 13721 13722 13723 13724 13725 13726 13747\n 13752 13753 13754 13755 13756 13814 15649 15652 15675 15676 15677 15678\n 15679 15680 15681 15682 15710 15711 15712 15713 15715 15716 15717 15718\n 15719 15743 15749 17611 17613 17640 17641 17642 17643 17645 17646 17647\n 17648 17670 17671 17672 17673 17674 17675 17676 17677 17700 17702 17728\n 19540 19541 19543 19548 19567 19568 19569 19571 19572 19573 19574 19575\n 19594 19595 19617 19618 19619 21454 21457 21477 21478 21479 21498 21499\n 21501 21520 21521 23389 23412]\n[ 8302 13709 13737 15567 15568 15595 15596 15597 15618 15619 15620 15637\n 15638 15639 15640 15641 15662 15663 15664 15665 15666 15698 15699 15700\n 15733 15766 15799 17601 17627 17628 17629]\n[13702 13731 13758 13759 13760 13761 13762 15724 15725 15726 15727 15728\n 15756 15761 15821 17686 17687 17688 17712 17715]\n[13824 15788 15789 15790 15791]\n[13792 13793 13794 13795 13796 13830 15757 15758 15759 15760 15792 17713\n 17714 17736 17737 17738 19635 23377]"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n[15702 15703 15736 15737 15770 15771 15802 15803 15834]\n[11877 11905 13780 13813 15745 15777 15778 15810]\n[10082 10083 10084 10114 10115 10116 10148 10149 10187 11936 11937 11938\n 11939 11966 11967 11968 11969 12000 12001 12030 13811 13845 13846 13847\n 13848 13878 13879 13880 13881 13908 13909 13930 15744 15775 15776 15806\n 15807 15808 15809 15838 15839 15840 15863 15864 15885 17701 17726 17727\n 17748 17749 17750 17828 19599 19622 19642 21523]\n[10117 11970 13882 15841]\n[10128 11981 11982 11983 13890 13891 13892 13893 15848 15849 15850 15851]\n[ 2813 15695 15696 15697 15730 15731 15732 15763 15764 15765 15794 15795\n 15796 15797 15798 15828 15829 15830 15831 15855]\n[ 8446  8490  8530 10197 10234 12038 12039 12040 12041 12042 12043 13936\n 13937 13938 13939 13940 15853 15893 15894 15895 15896 15897 17788 17810\n 17811 17812 17813 17839 17840]\n[15701 15735 15769 15801 15832 15857 15877 15878 15905 15906 15938 15939]\n[12037 12070 12071 12072 12100 12101 12136 12137 13935 13964 13965 13966\n 13967 13968 13969 14002 14003 14004 14042 14043 14044 14083 15892 15924\n 15925 15926 15927 15928 15960 15961 15962 17837 17838 17873 17874 17875\n 17876 17877 17912 17913 19680 19749 19750 19751 19752 19787 19788 19789\n 21683 21684 21685]\n[15856 15876 15902 15935 15973]\n[15899 15931 15932 15969 15970 16010 16011 16051 16052 17815 17845 17880\n 17918 17961]\n[10263 10298 10341 12067 12068 12098 12133 12174 13934 13962 13963 14000\n 14039 14040 14078 14079 15922 15923 15958 15959 16000 16001 16040 16041\n 17871 17872 17909 17910 17911 17952 17953 17954 17992 17993 19714 19748\n 19784 19785 19786 19825 19826 19827 19828 19868 19869 19870 21612 21645\n 21646 21647 21648 21649 21650 21681 21682]\n[15904 15937 15975 16014 16056 16090]\n[ 8844 10569 10606 10607 10650 12356 12390 12391 12432 12433 12434 12476\n 12477 14215 14248 14285 14286 14328 14329 14330 14373 14374 14419 14463\n 16168 16202 16203 16240 16241 16242 16281 16282 16283 16284 16321 16322\n 16361 18135 18136 18178 18179 18215 18216 18217 18218 18414 20020 20058\n 20059 20098 20099 20138 20139 20140 20334 21959 21960 21961 22002 22003\n 22046 23847 23848 23887 23930 25754 25785 25817 27596 27619 29303 29325\n 29358 30895 32395]\n[15874 15898 15929 15930 15964 15965 15966 15967 15968 16006 16007 16008\n 16009 16046 16047 16048 16049 16050 16086 16087 16088 16120 16121]\n[15976 16015 16057 16091 16092 16124 16125 16126 16153 16154 16155 16188\n 16189]\n[14216 14249 14250 14251 14287 14288 14289 16169 16204 16205 16243 16244\n 18102 18138 19991 20023]\n[ 4417 10656 12482 12483 12484 14160 14161 14162 14192 14193 14194 14195\n 14222 14223 14224 14225 14226 14227 14253 14254 14255 14256 14257 14258\n 14259 14260 14291 14292 14293 14294 14295 14296 14297 14334 14335 14336\n 14337 14338 14339 14340 14341 14380 14381 14382 14383 14384 15963 16004\n 16005 16044 16045 16081 16082 16083 16084 16085 16114 16115 16116 16117\n 16118 16119 16143 16144 16145 16146 16147 16148 16149 16174 16175 16176\n 16177 16178 16179 16180 16181 16182 16208 16209 16210 16211 16212 16213\n 16214 16215 16216 16217 16218 16245 16246 16247 16248 16249 16250 16251\n 16252 16253 16254 16255 16286 16287 16288 16289 16290 16291 16292 16293\n 16294 16295 16327 16328 16329 16330 16331 16332 16333 16334 16335 16336\n 16337 16373 16374 16375 16376 16377 16415 16453 18051 18077 18078 18105\n 18106 18107 18140 18141 18142 18143 18144 18145 18182 18183 18184 18185\n 18186 18187 18188 18221 18222 18223 18224 18225 18226 18227 18228 18261\n 18262 18263 18264 18265 18266 18267 18268 19992 20024 20025 20063 20064\n 20065 20102 20103 20104 20105 20142 20143 20144 20181 20182 20183 22005\n 22006 22048 22086 22087]\n[16150 16183 16184 16220 16221 16259 16260 16299 16341]\n[16055 16089 16122 16123 16151 16152 16185 16186 16187 16222 16223 16224\n 16225 16261 16262 16263 16264 16265 16300 16301 16302]\n[16235 16277 16278 16317 16318]\n[ 8882  8924  8925  8926 10651 10652 10653 10695 10696 12478 12479 12480\n 12481 12524 12525 14375 14376 14377 14378 14379 14422 16323 16324 16325\n 16326 18256 18257 18258 18259 18260 20178 20179 20180 22084 22085 23972\n 27590]\n[12523 14420 14421 16363]\n[16298 16340 16380 16419 16458]\n[ 9076 10818 10819 10820 12617 12659 12660 12661 14511 14512 14513 14548\n 14549 14550 14646 16444 16445 16446 16447 16448 16449 16484 16485 16486\n 18379 18380 18381 18382 18383 18384 20298 20299 20300 20301 20302 20303\n 22205 41101]\n[16270 16310 16351 16392 16432 16469 16502 16538 16579 16619 16653]\n[16492 16527 16528 16563 16564 18501 18540 18574]\n[16381 16382 16420 16421 16459 16460 16493 16494 16495 16529 16530 16565\n 16566 16605]\n[10858 10882 10883 12699 12729 12730 12731 12732 12759 12760 12761 12762\n 12782 12783 12828 14586 14587 14618 14619 14620 14621 14655 14656 14657\n 14658 14659 14660 14687 14688 14690 14711 14738 14740 16523 16524 16558\n 16559 16560 16561 16596 16597 16598 16599 16600 16601 16631 16632 16633\n 16634 16635 16656 16657 16658 16684 18426 18458 18459 18460 18461 18496\n 18497 18498 18499 18533 18534 18535 18536 18537 18538 18568 18569 18570\n 18571 18572 18596 18597 18598 18599 18622 20376 20413 20449 20450 20452\n 20486 20489 22358 22359]\n[11022 11037 11051 11066 12874 12875 12898 12899 14764 14765 14791 14792\n 14816 14817 14837 14838 14861 14884 14907 14931 14946 16707 16708 16731\n 16732 16756 16757 16779 16780 16802 16827 16852 16875 16893 18620 18642\n 18643 18665 18666 18690 18691 18715 18716 18738 18739 18762 18763 18764\n 18788 18789 18790 18813 18814 18815 18836 18837 18855 20487 20517 20541\n 20542 20564 20565 20589 20590 20613 20614 20637 20638 20658 20659 20679\n 20704 20729 20754 20774 20775 22360 22395 22396 22424 22425 22426 22450\n 22451 22473 22474 22499 22500 22522 22523 22545 22566 22584 22607 22655\n 22677 22678 24254 24290 24318 24559 24560]\n[11023 11038 11052 12851 12876 12900 12918 12936 12958 12980 12993 14739\n 14766 14793 14818 14839 14862 14885 14908 14932 14947 14956 14966 16683\n 16709 16733 16758 16781 16803 16828 16853 16876 16894 16908 16922 16923\n 16938 18667 18692 18717 18740 18765 18791 18816 18838 18856]\n[14790 14815 14836 16706 16730 16755 16777 16778 18641]\n[14797 14822 14843 14866 14889 14912 14936 14951 14959 16737 16762 16785\n 16807 16832 16857 16880 16898 16912]\n[14847 14871 14894 14917 14941 14964 14971 16812 16837 16862 16885 16903\n 16917 16932 16946 16958]\n[16799 16800 16801 16824 16825 16826 16849 16850 16851 16873 16874]\n[16736 16761 16784 16806 16831 16856 16879 16897 16911]\n[16786 16808 16833 16858 16881 16899 16913 16928 16942]\n[16810 16835 16860 16883 16901 16915 16930 16944 16956 18723 18746 18772\n 18798 18823 18845 18863 18881]\n[ 9272 11090 11095 11096 11105 11106 13005 13006 13007 13010 13012 13013\n 13023 13025 13026 13041 13042 14976 14979 14980 14981 14982 14994 14995\n 14996 14997 15012 15014 15015 15017 15035 15036 16963 16964 16967 16968\n 16969 16970 16983 16984 16985 16986 17004 17005 17006 17007 17027 17028\n 17029 17030 17052 17053 18941 18942 18943 18955 18956 18957 18958 18974\n 18975 18976 18977 18999 19000 19001 19002 19024 19025 19026 19027 19053\n 19075 20879 20880 20898 20899 20900 20901 20921 20922 20923 20924 20947\n 20948 20949 20950 20951 20976 20977 20978 20979 21004 22819 22838 22840\n 22841 22861 22862 22864 22887 22888 22890 22891 22918]\n[ 9280 11089 11094 11104 11124 13011 13024 13040 13064 15013 15034 15057\n 17051 17073]\n[15105 15133 15159 15160 15190 15191 15224 15258 17067 17087 17088 17089\n 17112 17113 17114 17115 17136 17137 17138 17139 17140 17165 17166 17167\n 17195 17196 17226 17227 17257 17258 17259 17288 17289 17320 19046 19047\n 19067 19068 19069 19087 19088 19089 19105 19106 19107 19121 19122 19123\n 19124 19125 19126 19143 19144 19164 19165 19188 19189 19190 19191 19216\n 19217 19218 19219 19243 19244 19245 19269 19270 20969 20970 20971 20997\n 20998 20999 21019 21020 21021 21022 21023 21041 21042 21043 21044 21060\n 21061 21062 21063 21064 21075 21076 21077 21078 21079 21087 21088 21089\n 21107 21108 21130 21131 21132 21153 21154 21155 21156 21178 21179 21180\n 21202 21203 21227 22908 22909 22910 22934 22935 22936 22958 22959 22960\n 22961 22962 22984 22985 22986 22987 23002 23003 23004 23005 23012 23013\n 23014 23015 23016 23027 23028 23029 23038 23039 23040 23041 23054 23055\n 23056 23057 23069 23070 23071 23072 23087 23088 23089 23090 23108 23109\n 23129 24808 24835 24836 24860 24861 24862 24885 24886 24887 24888 24889\n 24909 24910 24911 24912 24913 24914 24925 24926 24927 24928 24929 24939\n 24940 24941 24942 24943 24955 24956 24957 24958 24971 24972 24973 24984\n 24985 24986 24987 24999 25000 25001 25016 25017 25018 25034 25035 25036\n 25037 25053 26683 26684 26711 26712 26713 26735 26736 26737 26738 26759\n 26760 26761 26762 26763 26764 26783 26784 26785 26786 26787 26788 26789\n 26806 26807 26808 26809 26810 26811 26824 26825 26826 26827 26828 26829\n 26843 26844 26845 26863 26864 26865 26881 26882 26883 26884 26899 26900\n 26916 26917 26933 26934 26935 26951 28446 28447 28448 28473 28474 28475\n 28476 28497 28498 28499 28500 28501 28502 28503 28522 28523 28524 28525\n 28526 28527 28528 28547 28548 28549 28550 28551 28552 28553 28572 28573\n 28574 28575 28593 28594 28595 28596 28597 28598 28615 28616 28617 28636\n 28637 28638 28657 28658 28659 28674 28675 28677 28692 28693 28695 28714\n 28716 30073 30074 30096 30097 30098 30099 30121 30122 30123 30124 30147\n 30148 30149 30150 30151 30152 30153 30169 30170 30171 30172 30173 30174\n 30175 30176 30190 30191 30192 30193 30194 30195 30196 30211 30212 30213\n 30226 30227 30228 30229 30230 30231 30244 30245 30246 30247 30265 30266\n 30267 30286 30287 30288 30307 30308 30309 30310 30327 30328 30329 30330\n 30351 30352 30353 30370 31651 31652 31653 31654 31671 31672 31673 31674\n 31691 31692 31693 31694 31695 31696 31697 31708 31709 31710 31711 31712\n 31713 31714 31725 31726 31727 31728 31729 31730 31740 31741 31742 31754\n 31755 31756 31757 31758 31773 31774 31775 31776 31794 31795 31796 31819\n 31820 31822 31844 31845 31846 31847 31848 31869 31870 31871 31872 31873\n 31894 31895 31896 31915 33183 33184 33185 33186 33202 33219 33220 33221\n 33222 33231 33232 33233 33234 33235 33242 33243 33244 33254 33255 33256\n 33268 33269 33270 33286 33302 33303 33304 33330 33331 33332 33333 33359\n 33360 33361 33362 33363 33392 33393 33394 33395 33396 33420 33421 33422\n 33441 33442 34698 34713 34730 34731 34732 34741 34742 34743 34744 34751\n 34752 34760 34777 34811 34839 34868 34870 34902 34903 34905 34933 34934\n 34936 34959 34960 36239 36291 37742 39028 39049 39102 40382]\n[17047 17049 17070 17071 17092 17093 17117 17118 17119 17144 17145 17173\n 19021 19022 19023 19049 19050 19051 19052 19072 19073 19074 19093 19094\n 19110 19111 19130 21002 21026 21027 21048 21049 21068]\n[15163 15195 15196 15229 15230 15262 15263 15293 15294 15295 15330 15331\n 15332 15368 15369 15370 15405 15406 15407]\n[17203 17234 17235 17267 17268 17299 17300 17333 17334 17363 17364 17394\n 17395 17423 17437]\n[15414 17303 17304 17337 17338 17367 17368 17398 17399 19285 19286 19311\n 19312 19336 19337]\n[17462 17477 17478 17479 17503 17504 17505 17531 17532 17533 17534 17563\n 17564 17583 17584 17585]\n[15487 15488 15508 15509 15510 15511 15539 15540 15541 15542 15543 15570\n 15571 15572 15573 15574 15575 15599 15600 15601 15602 15603 15622 17480\n 17481 17482 17507 17508 17509 17510 17539 17540 17541 17542 17543 19411\n 19434 19435 19436]\n[17506 17535 17536 17537 17538 17565 17566 17567 17586 17587 17588 17602\n 17603 17604 17630 17631]\n[ 3662 15750 17552 17553 17554 17555 17574 17575 17576 17577 17595 19447\n 19448 19449 19450 19466 19467 19468 19469 19470 19486 19487 19488 19489\n 19490 19503 19504 19505 19506 19523 19524 19525 21364 21365 21366 21367\n 21381 21382 21383 21384 21385 21398 21399 21400 21401 21402 21415 21416\n 21417 21418 21419 21435 21436 21437 21438 21458 21459 21460 21461 23270\n 23271 23272 23273 23288 23289 23290 23291 23292 23305 23306 23307 23308\n 23309 23310 23324 23325 23326 23327 23328 23329 23330 23347 23348 23349\n 23368 23369 23370 23371 23372 25195 25196 25216 25217 25218 25219 25233\n 25234 25235 25236 25237 25238 25255 25256 25257 25258 25259 25260 25261\n 25279 25280 25281 25303 25304 25305 25306 25325 27103 27104 27105 27127\n 27128 27129 27130 27144 27145 27146 27147 27162 27163 27164 27165 27166\n 27167 27168 27187 27188 27189 27209 27210 27211 27212 27213 28889 28890\n 28911 28912 28928 28929 28930 28931 28946 28947 28948 28949 28950 28968\n 28969 28970 28986 28987 28990 30547 30565 30566 30582 30583 30584 30585\n 30586 30601 30602 30603 30620 30635 32093 32094 32110 32111 32112 32124\n 32125 32126 32127 32139 32140 32154 32155 33585 33603 33619 33620 33621\n 33630 33631 33632 33633 33643 35142 36675 36676 36687 38162]\n[ 8069 15623 15624 15643 15644 15645 15669 15670 15671 15767 16094 17589\n 17605 17606 17607 17608 17634 17635 17636 17637 17664 17665 17666 17667\n 17696 17697 17698 17699 17723 17724 17725 17745 17746 17747 17770 17771\n 17772 17773 17796 17797 17798 17799 17824 17825 17826 17827 17856 19512\n 19513 19514 19515 19535 19536 19537 19538 19562 19563 19564 19565 19591\n 19592 19593 19615 19616 19639 19640 19641 19666 19667 19668 19669 19699\n 19700 19701 19735 21424 21425 21426 21445 21446 21447 21448 21469 21470\n 21471 21472 21495 21496 21497 21516 21517 21518 21519 21542 21543 21544\n 21545 21566 21567 21568 21569 21595 21596 21597 21598 21626 21627 21628\n 21629 21660 21661 21662 21663 21697 21698 21699 21700 21737 21738 21739\n 21740 21741 21778 21779 21780 21781 21812 21814 23336 23337 23357 23358\n 23359 23382 23383 23384 23385 23405 23406 23407 23408 23409 23426 23427\n 23428 23429 23430 23451 23452 23453 23454 23455 23476 23477 23478 23479\n 23504 23505 23506 23507 23535 23536 23537 23538 23566 23567 23568 23569\n 23570 23604 23605 23606 23607 23608 23644 23645 23646 23647 23648 23678\n 23679 23680 23681 23705 23706 23707 23732 23733 23757 23758 23759 23792\n 23793 23830 25295 25319 25320 25321 25342 25343 25344 25345 25346 25364\n 25365 25366 25367 25368 25369 25391 25392 25393 25394 25395 25418 25419\n 25420 25421 25422 25450 25451 25452 25453 25454 25480 25481 25482 25483\n 25484 25485 25512 25513 25514 25515 25516 25517 25547 25548 25549 25550\n 25551 25579 25580 25581 25582 25583 25604 25605 25606 25607 25608 25631\n 25632 25633 25634 25653 25654 25655 25678 25679 25680 25681 25706 25707\n 25708 25738 25768 27226 27227 27228 27246 27247 27248 27249 27264 27265\n 27266 27267 27268 27269 27289 27290 27291 27292 27293 27317 27318 27319\n 27320 27321 27348 27349 27350 27351 27374 27375 27376 27377]\n[15654 15655 15656 15657 15688 17656 17657 17658]\n[17662 17694 17721 17743 17768]\n[15668 17633 17663 17695 17722 17744 17769]\n[12060 12061 12091 12092 12124 12164 13786 13956 13957 13990 13991 13992\n 13993 14027 14028 14029 14066 14067 14068 14108 15912 15913 15914 15915\n 15945 15946 15947 15948 15949 15986 15987 15988 15989 16027 16028 17857\n 17858 17859 17860 17861 17893 17894 17895 17896 17897 17932 17933 17934\n 17935 17936 17974 17975 19768 19769 19770 19771 19772 19806 19807 19808\n 19809 19810 19848 19849 19850 19851 19889 21667 21668 21669 21705 21706\n 21707 21745 21746 21747]"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n[15782 15783 15813 15842 15843 15844 15865 15866 15867 15868 15888 15889\n 15890 15891 15916 15918 15919 15920 15921 15950 15952 15953 15954 15955\n 15990 15992 15993 15994 15995 16029 16032 16033 16068 16069 16070 16101\n 16102 16103 16132 16133 16162 16359 17706 17755 17756 17757 17777 17778\n 17779 17780 17781 17801 17802 17803 17804 17805 17806 17807 17831 17832\n 17833 17834 17835 17836 17862 17863 17864 17865 17866 17867 17868 17869\n 17870 17898 17899 17900 17901 17902 17903 17904 17905 17906 17937 17938\n 17939 17940 17942 17943 17944 17945 17946 17976 17977 17978 17979 17981\n 17982 17983 17984 18009 18010 18011 18037 18038 18066 18067 18094 18095\n 18130 18131 19623 19625 19645 19646 19647 19648 19649 19650 19673 19674\n 19675 19676 19677 19678 19705 19706 19707 19708 19709 19710 19711 19712\n 19713 19740 19741 19742 19743 19744 19745 19746 19747 19773 19774 19775\n 19776 19777 19778 19779 19780 19781 19782 19811 19812 19813 19814 19815\n 19816 19817 19818 19819 19820 19852 19853 19854 19855 19856 19858 19859\n 19860 19861 19890 19891 19892 19893 19894 19899 19922 19924 19948 19949\n 19980 19981 21525 21548 21573 21574 21603 21604 21605 21634 21635 21636\n 21637 21670 21671 21672 21673 21708 21709 21710 21711 21712 21748 21749\n 21750 21751 21752 21783 21784 21785 21815 21845 23434 23459 23484 23513\n 25398]\n[17790 17791 17792 17817 17818 17819 17847 17848 17849 17882 17883 17884\n 17920 19660 19691 19727 19759 19795 19836]\n[17794 17822 17852 17887 17923 17964]\n[17795 17823 17853 17854 17855 17888 17889 17890 17924 17925 17926 17927\n 17965 17966 17967 17968 18004 18005]\n[17844 17878 17879 17916 17917 17959 17960 17999 18000]\n[16065 16098 18035 18036 18064 18065]\n[ 3257 14574 14607 17914 17915 17955 17956 17957 17958 17994 17995 17996\n 17997 17998 18025 18026 18027 18028 18029 18052 18053 18054 18055 18079\n 18080 18081 18108 18109 18110 18111 18112 18146 18147 18148 18149 18189\n 18190 18191 18192 18229 18230 18231 18269 18270 18271 18310 18388 19829\n 19830 19871 19872 19873 19909 19910 19911 19912 19937 19938 19939 19964\n 19965 19966 19967 19968 19993 19994 19995 19996 19997 20026 20027 20028\n 20029 20030 20031 20066 20067 20068 20069 20070 20071 20106 20107 20108\n 20109 20110 20111 20145 20146 20147 20148 20149 20150 20184 20185 20186\n 20187 20188 20223 20224 20225 20262 20263 20264 20305 20306 20307 20343\n 20344 20377 20414 21893 21931 21932 21969 21970 22009 22010 22011 22050\n 22051 22052 22089 22090 22091 22126 22127 22128 22166 22167 22168 22207\n 22208 22209 22244 22245 22246 22281 22282 22283 22320 22321 22361 22397\n 22427 23894 23936 23979 24021 24063 24106 24145 24179 24216 24217 24256\n 24257 24292 24293 24320 24321 24346 25866 25906 25949 25988 26022 26056\n 26090 26126 26159 26187 27715 27745 27777 27808 27840 27871 27907 27938\n 27965 27989 29445 29474 29498 29524 29555 29580 29603 30731]\n[ 5074 17793 17820 17821 17850 17851 17885 17886 17921 17922 17963 18002\n 18003 18031 18032 18033 18058 18059 18060 18061 18085 18086 18087 18088\n 18118 18119 18120 18121 18157 18158 18159 18200 18201]\n[17941 17980 18012 18013 18014 18015 18039 18040 18041 18042 18068 18069\n 18096 18097 19954]\n[14176 14207 16097 16127 16128 16129 16157 16158 16159 16194 16195 16196\n 18063 18091 18092 18127 18128 18169 18210]\n[18082 18114 18115 18153 18154 18196 18197 18235 18236 18275 18276 18314\n 18315 18353 18354 18393]\n[18001 18030 18056 18057 18083 18084 18116 18117 18155 18156 18198 18199\n 18237]\n[16319 16320 18093 18129 18170 18171 18172 18173 18174 18211 18212 18213\n 18214 18251 18252 18253]\n[ 7339 10697 12526 14423 14425 16364 16365 16366 16367 18298 18299 18300\n 18301 20216 20217 20218 22123 27664]\n[18164 18165 18205 18206 18244 18245 18287 18288 18327 18328 18367 18368\n 18406 18407 20086 20126 20166 20204 20243 20283]\n[10737 10738 10739 12568 12569 12570 12571 12611 14290 14464 14465 14466\n 14467 14505 16362 16401 16402 16403 16404 16405 16439 18335 18336 18337\n 18338 18339 18375 20252 20253 20254 20255 20295 22160 22161 22162 22201\n 22356 24056 24057 24098 24099 25941 25942 25981 27737 27738 29409 29410\n 29414 31002]\n[ 5795 16412 16413 16414 18307 18308 18309 18346 18347 18348 20261 20304]\n[18238 18239 18277 18278 18279 18280 18281 18282 18317 18318 18319 18320\n 18321 18322 18357 18358 18359 18360 18361 18362 18397 18398 18399 18400\n 18401 18434 18435 18436 18470 18471 18472 18511 18512 18513 18552 18553]\n[ 5834 10776 10777 12612 12613 14504 14506 14507 16440 16441 16442 16443\n 16477 18376 18377 18378 20296 20297 22202]\n[14589 16219 16256 16257 16258 16296 16297 16338 16339 16378 16379 16416\n 16417 16418 16454 16455 16456 16457 16490 16491 16525 16526 16562 18113\n 18150 18151 18152 18193 18194 18195 18232 18233 18234 18272 18273 18274\n 18311 18312 18313 18349 18350 18351 18352 18389 18390 18391 18392 18427\n 18428 18429 18462 18463 18464 18500 18539 18573 18600 20032 20072 20112\n 20151 20189 20226 20265 20308 20345 20346 20379 20416 20417 20455 20456\n 20492 20521 22284 22323 30957]\n[14545 14546 14576 14608 14609 14647 16514 16549 18449 18450 18487 18488\n 20367 20368 20403 20404 22273 22310 22311 24139 24172 24207 24208 26017\n 26051 26083 26084 27801 27834 27865 27866 29466 29518 31045]\n[18316 18355 18356 18394 18395 18396 18430 18431 18432 18433 18465 18466\n 18467 18502 18503 18504 18541 18542]\n[14575 16511 16512 16513 16546 16547 16548 16587 16588 18447 18448 18485\n 18486 18525 18526 18527 20366 20402 20441 20442 22351 24248 26044 26119\n 27901 35458 38434]\n[12754 12755 12756 14648 14649 14650 14651 14652 14682 14683 14684 16551\n 16552 16589 16590 16591 16592 16593 16625 16626 16627 16628 16629 18489\n 18490 18491 18528 18529 18530 18531 18564 18565 18566 18567 20406 20407\n 20443 20444 20445 20446 20481 20482 20483 20484 22314 22352 22353 22354\n 22355 22391 22392 24249 24250 24251 24287 24288 26120 26121 27902]\n[18601 18623 18645 18670 18696 18720]\n[18697 18721 18744 18770 18796]\n[18698 18722 18745 18771 18797 18822 18844 18862 18880 18898]\n[16811 16836 16861 16884 16902 16916 16931 16945 16957 18747 18773 18799\n 18824 18846 18864 18882 18899 18900 18913 18914 18923 20686 20713 20737\n 20763 20784 20804 20822 20823 20839 20840 22706 22726 22727 22745 22746\n 22763 24589 24590 24615 26408 26432 28138 28157 28178 29823]\n[16878 16896 16910 16925 16940 16953 18818 18840 18858 18876 18894 18908\n 20834]\n[18769 18795 18820 18842 18860]\n[ 7605  7627  9293  9312  9339  9367 11147 11174 11201 11229 13090 13118\n 13144 13171 13202 15082 15111 15138 15167 17095 17120 17146 19095 19112\n 19131]\n[15112 15139 15168 15201 17074 17096 17121 17147 17175 19096 19113 19132\n 19149]\n[15275 17275 19204 19205 19232]\n[17174 17204 17205 17236 17237 17269 17270 17301 17302 17335 17336 17365\n 17366 17396 17397 19256 19283 19284 19309 19310 19334 19335 21218 21242\n 21262]\n[19228 19255 19282 19308 19333]\n[ 8088 13491 13510 13535 13565 13566 15466 15478 15479 15498 15499 15526\n 15527 15528 15558 15559 15587 15588 17455 17456 17471 17472 17495 17496\n 17497 17525 17526 17527 17556 17557 19384 19385 19386 19403 19404 19405\n 19425 19426 19427 19451 19452 19453 19471 19472 19473 19491 19507 19555\n 21327 21328 21329 21348 21349 21350 21370 21371 21372 21386 21387 21388\n 21389 21466 23217 23235 23256 23257 23276 23293 23294 23312 23313 23314\n 25159 25179 25200 25220 25221 25240 25241 27131 27149 27170 27171]\n[19428 19429 19454 19455]\n[19409 19410 19432 19433 19457 19478]\n[15610 17579 17596 17598 17599 19508 19509 21531]\n[15562 15563 15564 15565 15590 15591 15592 17581 17582 19510]\n[15629 15630 15653 17597 17620 17621 17622 17624 19530 19531]\n[ 6319  7953 15658 15693 15694 15729 15762 17625 17659 17660 17685 17689\n 17690 17716 17717 19558 19582 19583 19584 19585 19610 19611 19634]\n[17632 19533 19534 19560 19561 19587 19588 19589 19590 19612 19613 19614\n 19636 19637 19638 19663 19664 19665 19695 19696 19697 19698 19732 19733\n 19734 19764 19765 19766 19802 19803]\n[15634 15635 15793 15852 17739 17765 17766 19631 19632 19633 19654 19655\n 19656 19657 19658]\n[17759 19511 19681 19682 19683 19684 19685 19686]\n[17789 17808 17809 19687 19716 19717 19718 19719 19720 19721 23443]\n[17814 17841 17842 17843 19722 19753 19754]\n[19661 19692 19693 19728 19729 19760 19761 19796 19797 19837 19838 19879]\n[19688 19723 19724 19755 19756 19790 19791 19792 19831 19832 19833 19874\n 19875 19876 19913 19914]\n[17767 19689 19725 19757 19793 19834 19877 19915]\n[19662 19694 19730 19731 19762 19763 19798 19799 19839 19840 19881 19918]\n[12056 12057 12058 12088 12089 12121 12122 12161 12162 12204 13953 13954\n 13986 13987 13988 14022 14023 14024 14025 14063 14064 14105 14106 14144\n 15911 15943 15944 15981 15982 15983 15984 16021 16022 16023 16024 16025\n 16061 16062 16063 16095 17891 17892 17928 17929 17930 17931 17969 17970\n 17971 17972 18006 18007 19804 19805 19845 19846 19847 19886 19887 19888]\n[19800 19801 19841 19842 19843 19844 19882 19883 19884 19885 19919 19920\n 19921]\n[ 7218 10340 10384 10426 10468 12097 12132 12172 12173 12214 12215 12251\n 12252 12287 12288 12320 13998 13999 14036 14037 14038 14075 14076 14077\n 14116 14117 14118 14153 14154 14155 14184 14185 14186 15956 15957 15996\n 15997 15998 15999 16036 16037 16038 16039 16073 16074 16075 16076 16107\n 16108 16109 16110 16138 16167 17578 17907 17908 17947 17948 17949 17950\n 17951 17987 17988 17989 17990 17991 18018 18019 18020 18021 18022 18046\n 18047 18048 18101 19629 19783 19821 19822 19823 19824 19862 19863 19864\n 19865 19866 19867 19900 19901 19902 19903 19904 19905 19906 19907 19908\n 19931 19932 19933 19934 19935 19936 19959 19960 19961 19962 19963 19990\n 20019 21510 21532 21678 21679 21680 21686 21717 21718 21719 21720 21721\n 21722 21723 21724 21757 21758 21759 21760 21761 21762 21763 21764 21790\n 21791 21792 21793 21794 21795 21796 21797 21798 21821 21822 21823 21824\n 21825 21826 21827 21828 21851 21854 21855 21856 21887 21888 21922 21923\n 21924 23550 23555 23584 23585 23586 23587 23588 23589 23590 23591 23593\n 23621 23622 23623 23624 23625 23626 23627 23628 23629 23630 23657 23658\n 23659 23660 23661 23662 23663 23664 23665 23684 23685 23686 23687 23688\n 23689 23690 23691 23712 23713 23714 23715 23716 23717 23718 23739 23740\n 23742 23743 23744 23775 23776 23809 23810 23811 23842 23882 25436 25465\n 25466 25496 25497 25498 25499 25529 25530 25531 25532 25533 25534 25535\n 25562 25563 25564 25565 25566 25567 25568 25569 25589 25590 25591 25592\n 25593 25594 25595 25613 25614 25615 25616 25617 25618 25619 25620 25639\n 25640 25641 25642 25643 25644 25645 25665 25666 25667 25668 25669 25670\n 25693 25694 25696 25697 25718 25719 25723 25724 25749 25780 27334 27335\n 27359 27360 27361 27383 27384 27385 27386 27387 27405 27406 27407 27408\n 27409 27410 27411 27429 27430 27431 27432 27433 27434 27435 27436 27451\n 27452 27453 27454 27455 27456 27457 27472 27473 27474 27475 27476 27477\n 27478 27494 27495 27496 27497 27498 27499 27500 27501 27503 27518 27519\n 27520 27521 27522 27523 27524 27526 27543 27545 27546 27547 27570 27636\n 27637 27700 29072 29097 29110 29119 29120 29121 29122 29123 29124 29125\n 29133 29134 29135 29136 29137 29138 29139 29149 29150 29151 29152 29153\n 29154 29155 29156 29157 29158 29167 29168 29169 29170 29171 29172 29173\n 29174 29176 29187 29188 29189 29190 29191 29192 29193 29195 29208 29209\n 29210 29211 29212 29213 29214 29215 29217 29229 29230 29231 29232 29233\n 29234 29235 29236 29249 29251 29252 29253 29276 30716 30719 30723 30724\n 30725 30726 30727 30728 30729 30730 30738 30739 30740 30741 30742 30743\n 30744 30745 30746 30747 30758 30759 30760 30761 30762 30763 30764 30765\n 30766 30767 30780 30781 30782 30783 30784 30785 30786 30787 30802 30803\n 30804 30805 30806 30807 30808 30809 30822 30823 30824 30825 30826 30827\n 30828 30829 30830 30846 30847 30848 30849 30867 30871 30958 32228 32240\n 32255 32317 32336 32374 32418 32442 33852 33874 35299 35360 35383 36838\n 36850 36886 36912 38335 38345 38355 38369 38390 38435 39735 39736 39745\n 39746 41089 41099 69574 73294]\n[19659 19690 19726 19758 19794 19835 19878 19916 19940]\n[ 8969  9007 10383 10425 10466 10467 10502 12213 12249 12250 12285 12286\n 12318 12319 12354 12355 14074 14114 14115 14151 14152 14182 14183 14212\n 14213 14214 14245 14246 14247 14284 16034 16035 16071 16072 16104 16105\n 16106 16134 16135 16136 16137 16164 16165 16166 16199 16200 16201 16239\n 17985 17986 18016 18017 18043 18044 18045 18070 18071 18072 18073 18098\n 18099 18100 18132 18133 18134 18175 18176 18177 18255 19929 19930 19957\n 19958 19987 19988 19989 20015 20016 20017 20018 20054 20055 20056 20057\n 20095 20096 20097 20136 20176 20177 21852 21853 21885 21886 21920 21921\n 21957 21958 21999 22000 22001 22044 22045 22083 23741 23771 23772 23773\n 23774 23804 23805 23806 23807 23808 23843 23844 23845 23846 23883 23884\n 23885 23886 23929 23971 25695 25720 25721 25722 25750 25751 25752 25753\n 25781 25782 25783 25784 25812 25813 25814 25816 25852 25853 25856 27544\n 27565 27566 27567 27568 27569 27592 27593 27594 27595 27614 27615 27616\n 27617 27618 27640 27667 29250 29271 29272 29273 29274 29275 29298 29299\n 29300 29301 29302 29323 29324 30844 30845]\n[19880 19917 19942 19943 19972 19973 20002 20003 20039 20040 20041 20079\n 20080 20081 20119 20120]\n[19946 19947 19977 19978 19979 20007 20008 20009 20010 20048 20049 20050\n 20088 20089 20090 20129 20130 20131 21844 21872 21873 21874 21875 21876\n 21908 21909 21910 21911 21912 21948 21949 21950 21951 21989 21990 21991\n 22032 22033 22034 22073 23735 23760 23761 23762 23763 23764 23770 23794\n 23795 23796 23797 23798 23834 23835 23836 23837 23874 23875 23876 23918\n 23919 23920 25585 25609 25635 25636 25656 25657 25658 25659 25660 25661\n 25662 25682 25683 25684 25685 25686 25687 25688 25689 25709 25710 25711\n 25712 25713 25714 25715 25741 25742 25743 25744 25745 25746 25772 25773\n 25774 25775 25776 25806 25807 25808 27465 27486 27487 27488 27508 27509\n 27510 27511 27512 27513 27533 27534 27535 27536 27537 27538 27539 27540\n 27557 27558 27559 27560 27561 27562 27563 27583 27584 27585 27586 27587\n 27610 27611 37006]\n[19857 19895 19896 19897 19898 19925 19926 19927 19928 19951 19952 19953\n 19955 19956 19983 19984 19985 39785]\n[19944 19945 19974 19975 19976 20004 20005 20006 20042 20043 21813 21842\n 21843 21869 21870 21871 21905 21906 21907 21942 21943 21944 21980 21981\n 22021 22022]\n[19969 19970 19999 20000 20036 20037 20076 20077]\n[19923 19950 19982 20012 20013 20052 20053 20092 20093 20094 20133 20134\n 20135 20174]\n[19941 19971 20001 20038 20078 20118 20157]\n[14462 14540 14571 14572 14605 14644 14645 14681 16232 16233 16234 16274\n 16275 16276 16314 16315 16316 16355 16356 16357 16358 16360 16396 16397\n 16398 16399 16436 16437 16438 16473 16474 16475 16476 16507 16508 16509\n 16544 16545 16585 16586 16624 16655 18034 18062 18090 18126 18166 18167\n 18168 18207 18208 18209 18246 18247 18248 18249 18250 18289 18290 18291\n 18292 18293 18294 18329 18330 18331 18332 18333 18369 18370 18371 18372\n 18408 18409 18410 18411 18441 18442 18443 18444 18479 18480 18481 18482\n 18520 18521 18522 18523 18560 18561 18562 18563 18593 18594 18595 20087\n 20127 20128 20167 20168 20169 20205 20206 20207 20244 20245 20246 20247\n 20284 20285 20286 20287 20323 20324 20325 20326 20358 20359 20360 20393\n 20394 20395 20396 20434 20435 20436 20437 20475 20476 20477 20478 20512\n 20513 20514 20538 20539 20540 20562 21985 21986 21987 21988 22027 22028\n 22029 22030 22031 22068 22069 22070 22071 22072 22074 22107 22108 22109\n 22110 22111 22112 22145 22146 22147 22148 22149 22150 22151 22185 22186\n 22187 22188 22189 22190 22191 22225 22226 22227 22228 22261 22262 22299\n 22300 22301 22341 22342 22343 22383 22384 22385 22419 22420 22421 22446\n 22447 22448 22469 22470 23873 23913 23914 23915 23916 23917 23955 23956\n 23957 23958 23959 23960 23961 23998 23999 24000 24001 24002 24003 24040\n 24041 24042 24043 24044 24045 24083 24084 24085 24086 24087 24125 24126\n 24127 24196 24197 24198 24235 24236 24237 24238 24239 24274 24275 24276\n 24277 24278 24309 24310 24311 24312 24313 24336 24337 24338 24339 24360\n 25739 25740 25769 25770 25771 25802 25803 25804 25805 25839 25840 25841\n 25842 25843 25844 25845 25880 25881 25882 25883 25884 25885 25886 25924\n 25925 25926 25927 25928 25929 25969 25970 26073 26106 26107 26108 26109\n 26110 26142 26143 26144 26145 26146 26175 26176 26177 26178 26179 26180\n 26202 26203 26204 26205 27608 27609 27631 27655 27656 27657 27689 27690\n 27691 27692 27727 27855 27887 27888 27889 27922 27923 27924 27952 27953\n 27954 27979 27980 30789 36998 37014 37029]\n[10699 10740 12572 14468 14469 14470 16406 16407 16408 18340 20256]\n[20195 20233 20234 20273 20274]\n[20158 20159 20196 20197 20235 20236 20275 20276 20316]"
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27992 29528 29559 29584 29607 29626 31119 31140 31159]\n[18468 18469 18505 18506 18507 18508 18509 18543 18544 18545 18546 18547\n 18548 18575 18576 18577 18578 18579 18580 18581 18602 18603 18604 18605\n 18606 18607 18624 18625 18626 18627 18646 18647 18648 18671 18672 20385\n 20421 20422 20423 20459 20460 20461 20462 20463 20464 20496 20497 20498\n 20499 20500 20501 20524 20525 20526 20527 20528 20546 20547 20548 20549\n 20570 20571 20596]\n[16682 18621 20412 20451 20488 20518]\n[18644 18669 18695 20567 20593]\n[20493 20522 20544 20568 20594 20618]\n[20592 20616 20640 20661 20681 20706]\n[18800 18825 18847 18865 18883 18901 20664 20687 20714 20738 20764 20785\n 20805 20824 20841]\n[20663 20685 20712 20736 20762 20783 20803]\n[20662 20682 20707 20731 20757 20778]\n[20710 20734 20760 20781 20801 20820 20837 22634 22660 22684 22704 22724\n 22743 24613]\n[18912 20642 20684 20711 20735 20761 20782 20802 20821 20838 20849 22611\n 22635 22661 22685 22705 22725 24541 24565 24614 28137 28139 28158 28179\n 28203]\n[14993 15011 15032 16962 16966 16982 17003 17026 18939 18940 18953 18954\n 18973 18998 20897 20920 20946]\n[13061 13086 13113 13114 15053 15054 15077 15078 15079 15080 15106 15107\n 15134 17068 17069 17090 17091 17116 19048 19070 19071 19090 19091 19092\n 19109 19129 21000 21001 21024 21025 21045 21046 21047 21065 21067 22937\n 22938 22963 22964 22965 22988 22989 22990 24864 24890 26739 26765 26790\n 28529 28554 30177 30198 31715]\n[ 4869  6357  8118 13569 13570 13598 13599 13627 13629 13630 13631 13632\n 13633 13651 13703 15162 15329 15367 15404 15432 15452 15453 15467 15468\n 15530 15560 15589 15612 15613 15614 17141 17142 17143 17170 17171 17172\n 17200 17201 17202 17231 17232 17233 17264 17265 17266 17296 17297 17298\n 17329 17330 17331 17332 17359 17360 17361 17362 17389 17390 17391 17392\n 17393 17418 17419 17420 17421 17422 17432 17433 17434 17435 17436 17445\n 17446 17447 17448 17449 17457 17458 17459 17460 17461 17473 17474 17475\n 17476 17498 17499 17500 17501 17502 17528 17529 17530 17558 17559 17560\n 17561 17562 17580 17626 17740 19108 19127 19128 19147 19148 19169 19170\n 19171 19172 19196 19197 19198 19199 19225 19226 19227 19251 19252 19253\n 19254 19278 19279 19280 19281 19303 19304 19305 19306 19307 19328 19329\n 19330 19331 19332 19347 19348 19349 19350 19358 19359 19360 19361 19362\n 19370 19371 19372 19373 19374 19387 19388 19389 19390 19406 19407 19408\n 19430 19431 19456 19474 19475 19476 19477 19492 19493 19494 19495 19529\n 19532 19581 21066 21080 21081 21091 21092 21093 21113 21114 21115 21116\n 21117 21137 21138 21139 21140 21161 21162 21163 21164 21186 21187 21188\n 21189 21190 21212 21213 21214 21215 21216 21217 21219 21236 21237 21238\n 21239 21240 21241 21243 21256 21257 21258 21259 21260 21261 21270 21271\n 21272 21273 21274 21281 21282 21283 21284 21285 21295 21296 21297 21298\n 21299 21310 21311 21312 21313 21314 21330 21331 21332 21333 21351 21352\n 21353 21421 21422 21423 21441 21442 21443 23006 23017 23018 23019 23031\n 23032 23033 23034 23047 23048 23049 23050 23063 23064 23065 23079 23080\n 23081 23082 23097 23098 23099 23100 23101 23121 23122 23123 23124 23125\n 23141 23142 23143 23144 23157 23158 23159 23160 23172 23173 23174 23175\n 23187 23188 23189 23203 23204 23220 23238 23239 23260 23261 23316 23335\n 23354 23355 23356 24838 24839 24865 24891 24892 24915 24916 24930 24931\n 24944 24945 24946 24947 24961 24962 24963 24979 24980 24981 24994 24995\n 24996 24997 25011 25012 25013 25014 25015 25030 25031 25032 25033 25049\n 25050 25051 25052 25066 25067 25068 25080 25081 25082 25083 25095 25096\n 25097 25098 25112 25113 25127 25128 25143 25162 25163 25182 25183 25184\n 25185 25186 25203 25204 25205 25224 25225 25226 25244 25245 25246 25247\n 25267 25268 25269 25291 25292 25293 25294 25317 25318 25341 25362 25383\n 25384 25385 26687 26716 26717 26740 26741 26766 26767 26791 26812 26813\n 26814 26831 26832 26833 26852 26853 26854 26872 26873 26874 26875 26892\n 26893 26894 26895 26911 26912 26913 26930 26931 26948 26949 26963 26964\n 26975 26976 26989 26990 26991 27005 27006 27007 27021 27022 27023 27041\n 27042 27062 27063 27064 27065 27066 27067 27087 27088 27089 27090 27091\n 27092 27112 27113 27114 27115 27116 27117 27135 27136 27137 27138 27139\n 27153 27154 27155 27156 27174 27175 27176 27177 27198 27199 27200 27201\n 27223 27224 27225 27244 27245 27262 27285 28451 28478 28479 28504 28505\n 28506 28530 28531 28555 28556 28578 28579 28580 28601 28602 28603 28624\n 28625 28626 28647 28648 28649 28650 28668 28669 28670 28687 28688 28706\n 28707 28708 28727 28739 28749 28761 28762 28763 28778 28779 28780 28781\n 28801 28802 28803 28804 28825 28826 28827 28828 28849 28850 28851 28852\n 28872 28873 28874 28875 28899 28900 28901 28902 28921 28922 28923 28924\n 28939 28940 28941 28959 28960 28981 28982 29001 30102 30128 30129 30154\n 30155 30156 30178 30179 30199 30200 30217 30218 30234 30253 30254 30276\n 30277 30278 30298 30299 30319 30320 30340 30341 30342 30343 30364 30365\n 30366 30378 30379 30380 30388 30389 30401 30402 30403 30404 30423 30424\n 30425 30426 30447 30448 30449 30450 30471 30472 30473 30474 30494 30495\n 30496 30497 30515 30516 30517 30518 30537 30538 30539 30540 30557 30558\n 30559 30560 30576 30577 30578 30594 30595 30614 31656 31678 31679 31698\n 31699 31716 31717 31732 31733 31747 31762 31763 31781 31782 31806 31807\n 31832 31833 31857 31858 31883 31884 31885 31904 31905 31906 31907 31918\n 31919 31920 31930 31931 31932 31945 31946 31947 31948 31966 31967 31968\n 31969 31989 31990 31991 31992 32012 32013 32014 32032 32033 32034 32051\n 32052 32053 32067 32068 32069 32085 32086 32087 32088 32103 32104 32105\n 32120 32121 33190 33208 33237 33248 33249 33262 33275 33276 33291 33292\n 33316 33317 33344 33345 33375 33376 33378 33406 33407 33408 33409 33428\n 33429 33430 33431 33445 33446 33447 33448 33459 33460 33461 33462 33473\n 33474 33475 33476 33488 33489 33490 33491 33508 33509 33510 33511 33530\n 33531 33532 33548 33549 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19263 19264 19265 19290 19291 19292 19315 19316 21098 21099\n 21100 21101 21122 21123 21124 21125 21146 21147 21148 21149 21170 21171\n 21172 21173 21174 21195 21196 21197 21198 21199 21220 21221 21222 21223\n 21224 21244 21245 21246 23052 23067 23084 23085 23103 23104 23105 23106\n 23107 23126 23127 23128]\n[17417 17431 17444 19346 19357 19369 21269 21280]\n[ 6544  6574  9771  9772  9805  9806  9839  9840  9872  9873  9903  9904\n  9933  9934  9965 11645 11646 11680 11681 11709 11710 11737 11765 11794\n 11824 13531 13559 13560 13590 13591 13592 13619 13620 13621 13644 13645\n 13668 13694 13720 15493 15519 15520 15521 15550 15551 15552 15577 15578\n 15579 15580 15604 15605 15625 15650 17450 17451 17463 17464 17465 17466\n 17484 17485 17486 17487 17488 17512 17513 17514 17515 17516 17544 17545\n 17546 17547 17568 17569 17570 17590 17591 17612 19364 19365 19375 19376\n 19377 19378 19391 19392 19393 19394 19395 19412 19413 19414 19415 19416\n 19437 19438 19439 19441 21276 21277 21286 21287 21288 21289 21300 21301\n 21302 21303 21304 21315 21316 21317 21318 21319 21334 21335 21336 21338\n 21354 23058 23073 23091 23112 23132 23147 23162 23163 23176 23177 23178\n 23179 23190 23191 23192 23193 23194 23205 23206 23207 23208 23209 23221\n 23222 23223 23224 23240 24988 25003 25021 25040 25056 25069 25071 25084\n 25085 25086 25087 25099 25100 25101 25102 25114 25115 25116 25117 25129\n 25130 25131 25132 25164 26885 26902 26903 26919 26920 26937 26938 26953\n 26954 26965 26966 26967 26978 26979 26980 26994 26995 26996 27008 27009\n 27010 28679 28697 28717 28718 28730 28731 28742 28743 28752 28753 28767\n 28768 28769 30312 30331 30332 30354 30355 30371 59398]\n[15586 17493 17494 17521 17522 17523 17524 19368 19381 19382 19383 19399\n 19400 19401 19402 19421 19422 19423 19424 19446 21279 21291 21292 21293\n 21294 21306 21307 21308 21309 21323 21324 21325 21326 21343 21344 21345\n 21346 21347 21363 23183 23184 23198 23199 23200 23213 23214 23215 23216\n 23229 23230 23231 23232 23249 23250 23251 23252]\n[21462 21463 21464 21483 21484 21485 21486 21487 21507 21508 21509 23373\n 23374 23375 23376 23397 23398 23399 23400 23420 23421 23422]\n[19607 19608 19609 21511 21512 21513 29027 29028 29029 29050]\n[21467 21493 21514 21540 21564]\n[21444 21468 21494 21515 21541 21565 21594]\n[19652 19653 19715 21554 21555 21581 21582 21613]\n[21556 21557 21583 21584 21585 21614 21615 21616]\n[19624 21500 21526 21527 21549 21550 21551 21575 21576 21606 21607 21638\n 21639]\n[21528 21529 21530 21552 21553 21577 21578 21579 21608 21609 21610 21611\n 21640 21641 21642 21643 21674 21675 21676 21677 21715 21716 21755 21756\n 21789 21820]\n[21538 21561 21590 21622 21656 21693 21733 21774]\n[21687 21726 21727 21767 21768 21802 21803]\n[21539 21563 21592 21593 21624 21625 21658 21659 21695 21696 21735 21736\n 21776 21777 21810 21811 21840 21841 21867 21868 21903 21904]\n[21713 21714 21753 21754 21786 21787 21788]\n[21558 21586 21587 21618 21619 21652 21653 21689 21690 21729 21730 21770\n 21771 21805 21806 21834 21835]\n[21651 21688 21728 21769 21804 21833]\n[15903 15936 15974 21732 21773 21808 21837 21838 21864 21865 21900 21901\n 21938 21939 21976 21977 22018 22059]\n[21883 21884 21918 21919 21955 21956 21998 22041]\n[21725 21765 21766 21799 21800 21801 21829 21830 21831 21832 21857 21858\n 21859 21860 21861 21889 21890 21891 21892 21894 21927 21928 21929 21930\n 21965 21966 21967 21968 22007 22008 23777 23778 23813 23814 23815 23816\n 23851 23852 23853 23854 23891 23892 23893 23934 23935 25728 25729 25759\n 25791 41122]\n[ 9006 16285 18137 18180 18181 18219 18220 20021 20022 20060 20061 20062\n 20100 20101 20141 21925 21962 22004]\n[21862 21895 21896 21933 21934 21971 21972 22012 22053 22092 22129 22169\n 22210 22247]\n[18296 18297 20214 20215 20292 22121 22122 22197 24014 24015 24055 25898\n 25899 25940]\n[21897 21898 21935 21936 21973 21974 21975 22014 22015 22016 22017 22055\n 22056 22057 22058 22094 22095 22096 22097 22131 22132 22133 22134 22171\n 22172 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13648 13649\n 13650 13672 15524 15525 15554 15555 15556 15557 15582 15583 15584 15585\n 15607 15608 15609 15627 15628 17469 17470 17491 17492 17517 17518 17519\n 17520 17548 17549 17550 17551 17571 17572 17573 17592 17593 17594 17610\n 17614 17615 17616 19396 19397 19398 19417 19418 19419 19420 19440 19442\n 19443 19444 19445 19458 19459 19460 19461 19462 19463 19464 19465 19479\n 19480 19481 19482 19483 19484 19485 19496 19497 19498 19499 19500 19501\n 19502 19517 19518 19519 19520 19522 19542 19544 19570 19596 21305 21320\n 21321 21322 21337 21339 21340 21341 21342 21355 21356 21357 21358 21359\n 21360 21361 21362 21373 21374 21375 21376 21377 21378 21379 21380 21392\n 21393 21394 21395 21396 21397 21409 21410 21411 21412 21413 21414 21429\n 21430 21431 21433 21451 21452 21453 23195 23196 23197 23210 23211 23212\n 23225 23226 23227 23228 23241 23242 23243 23244 23245 23246 23247 23248\n 23262 23263 23264 23265 23266 23267 23268 23269 23281 23282 23283 23284\n 23285 23286 23287 23300 23301 23302 23303 23304 23319 23320 23321 23322\n 23323 23340 23341 23342 23363 23364 25074 25089 25104 25119 25133 25134\n 25135 25144 25145 25146 25147 25148 25149 25150 25165 25166 25167 25168\n 25169 25170 25171 25172 25188 25189 25190 25191 25192 25193 25194 25209\n 25210 25211 25212 25213 25214 25230 25231 25232 25250 25251 25252 25253\n 25254 25272 25273 25298 25299 26982 26998 27011 27012 27024 27025 27026\n 27027 27028 27029 27044 27045 27046 27047 27048 27049 27050 27069 27070\n 27071 27072 27073 27074 27075 27096 27097 27098 27099 27100 27101 27121\n 27122 27123 27124 27160 27161 27180 27181 27204 27205 28745 28755 28771\n 28785 28786 28787 28788 28789 28790 28809 28810 28811 28812 28813 28814\n 28833 28834 28835 28836 28837 28838 28858 28859 28860 28861 28862 28881\n 28882 28883 28884 28885 28886 28906 28907 30384 30392 30393 30408 30409\n 30410 30411 30412 30430 30431 30432 30433 30434 30435 30455 30456 30457\n 30458 30459 30479 30480 30481 30482 30483 30502 30503 30504 30505 30523\n 30524 30525 30543 31952 31953 31954 31973 31974 31975 31976 31977 31996\n 31997 31998 31999 32000 32018 32019 32020 32021 32022 32039 32040 32041\n 32042 32072 33495 33496 33497 33515 33516 33517 33518 33536 33537 33538]\n[21404 21405 21406 21420 23332 23333 23334 23353 25288 25289 25290]\n[21490 21491 23402 23403]\n[19559 19586 21492 23380 23404]\n[23466 23467 23492 23493 23494 23495 23523 33733]\n[21482 21505 21506 23396 23417 23418 23419 23435 23436 23437 23438 23439\n 23440 23460 23461 23462 23463 23464 23465 23485 23486 23487 23488 23489\n 23490 23491 23514 23515 23516 23517 23518 23519 23520 23521 23545 23546\n 23547 23548 23549 23580 23581 23582 23583 23618 23619 23620 23655 23656\n 25354]\n[21580 21644 23524 23525 23551 23552 23553 23554]\n[21562 21591 21623 21657 21694 21734 23425 23448 23449 23450 23473 23474\n 23475 23501 23502 23503 23532 23533 23534 23563 23564 23565 23601 23602\n 23603 23641 23642 23643 23676 23677 23703 23704 23730 23731 23755 23756\n 23789 23790 23791 23827]\n[19767 21630 21664 21665 21666 21701 21702 21703 21704 21742 21743 21744\n 21782 23539 23571 23572 23573 23609 23610 23611 23649 25486 25518 25519]"
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20137 20175 22042 22043 22080 22081 23926 23927 23968 23969\n 25854]\n[23779 23817 23855 23856 23895 23896 23937 23938 25792]\n[20011 20051 20091 20132 20170 20171 20172 20173 20208 20209 20210 20211\n 20249 20289 20290 20291 20329 21992 22035 22075 22076 22077 22078 22113\n 22114 22115 22116 22117 22153 22154 22155 22156 22193 22194 22195 22196\n 22232 22233 22267 23922 23962 23963 23964 24004 24005 24006 24007 24047\n 24048 24049 24050 24051 24088 24089 24090 24091 24092 24129 24130 24131\n 24165 25846 25847 25887 25888 25930 25931 25971 25972 26007 26008 26042\n 26043 26077 27693 27694 27760 27790 27791 27824 27825 27826 27858 27859\n 29376 29399 29455 29456 29483 29484 29485 29512 29513 30951 30971 30972\n 30991 31012 32483 32506]\n[23833 23872 23912 23954 23997]\n[23980 23981 24022 24023 24064 24065 24107 24108 24147 25826 25867 25868\n 25907 25908 25950 25951 25989 25990 26024 27778]\n[22062 22100 22101 22138 22139 22179 23990 23991 24033 24076 25917]\n[22063 22102 22140 22180 23949 23992 24034 24077]\n[23869 23908 23909 23950 23951 23993 23994 24035 24036 24079]\n[16422 21866 21902 21940 21941 21978 21979 22019 22020 22060 22061 22098\n 22099 22135 22136 22137 22174 22175 22176 22177 22178 22214 22215 22216\n 22217 22218 22219 22251 22252 22253 22254 22255 22288 22289 22290 22291\n 22327 22328 22329 22330 22367 22368 22369 22370 22371 22372 22402 22403\n 22404 22405 22406 22407 22408 22430 22431 22432 22433 22434 22435 22436\n 22453 22454 22455 22456 22457 22477 22478 22479 22480 22503 22504 22505\n 22527 22528 22548 23785 23786 23823 23824 23828 23829 23861 23862 23863\n 23864 23865 23866 23867 23868 23901 23902 23903 23904 23905 23906 23907\n 23943 23944 23945 23946 23947 23948 23985 23986 23987 23988 23989 24028\n 24029 24030 24031 24032 24070 24071 24072 24073 24074 24075 24113 24114\n 24115 24116 24117 24118 24119 24152 24153 24154 24155 24156 24157 24186\n 24187 24188 24189 24190 24222 24223 24224 24225 24226 24227 24262 24263\n 24264 24265 24266 24267 24297 24298 24299 24300 24301 24302 24303 24324\n 24325 24326 24327 24328 24329 24330 24347 24348 24349 24350 24351 24352\n 24369 24370 24371 24372 24373 24393 24394 24395 24396 24417 24418 24419\n 24441 24442 25677 25705 25734 25735 25736 25737 25764 25765 25766 25767\n 25796 25797 25798 25799 25828 25829 25830 25831 25832 25833 25869 25870\n 25871 25872 25873 25911 25912 25913 25914 25915 25916 25956 25957 25958\n 25959 25960 25961 25962 25994 25995 25996 25997 25998 25999 26000 26029\n 26030 26031 26032 26033 26034 26035 26063 26064 26065 26066 26067 26068\n 26096 26097 26098 26099 26100 26101 26131 26132 26133 26134 26135 26136\n 26137 26164 26165 26166 26167 26168 26169 26170 26171 26192 26193 26194\n 26195 26196 26197 26198 26214 26215 26216 26217 26218 26234 26235 26236\n 26237 26254 26255 26256 26276 26277 26298 27529 27580 27582 27604 27605\n 27606 27607 27628 27629 27630 27651 27652 27653 27680 27681 27682 27683\n 27716 27717 27718 27719 27720 27721 27747 27748 27749 27750 27751 27752\n 27753 27754 27779 27780 27781 27782 27783 27784 27785 27786 27812 27813\n 27814 27815 27816 27817 27818 27819 27845 27846 27847 27848 27849 27850\n 27851 27876 27877 27878 27879 27880 27881 27882 27883 27912 27913 27914\n 27915 27916 27917 27918 27919 27943 27944 27945 27946 27947 27948 27949\n 27950 27970 27971 27972 27973 27974 27975 27976 27977 27994 27995 27996\n 27997 27998 27999 28010 28011 28012 28013 28027 28028 28029 29288 29313\n 29314 29333 29373 29374 29375 29394 29395 29396 29419 29420 29421 29422\n 29423 29446 29447 29448 29449 29450 29451 29476 29477 29478 29479 29502\n 29503 29504 29529 29530 29531 29532 29533 29534 29560 29561 29562 29563\n 29564 29565 29585 29586 29587 29588 29589 29590 29591 29608 29609 29610\n 29611 29612 29613 29614 29627 29628 29629 29630 29631 29632 29649 29650\n 29651 29652 31120 31121 31141 31142 31143 31144 31160 31161 31162 31163\n 31164 31165 31178 31179 31180 31181]\n[24078 24120 24121 24122 24158 24159 24160 24192 24193 24194 24230 24231\n 24232 24270 24271 24272 24306 24307 24334 24357]\n[22280 22319 24178 24215 24255 24291 24319]\n[24234 24273 24308 24335]\n[24191 24228 24229 24268 24269 24304 24305 24331 24332 24333 24353 24354\n 24355 24356 24374 24375 24376 24377 24397 24398 24399 24400 24420 24421\n 24422 24423 24424 24445 24446 24447 24448 24466 24467 24468 24484 24485\n 24486]\n[20519 20543 20566 20591 20615 20639 20660 20680 20705 20730 20755 22475\n 22501 22524 22546 22567 22585 22608 22656 24368 24391 24415 24438 24460\n 24478 24496 26232 26252 26274 26295 26314 26334 26351 26368 26386 28045\n 28062 28078 28091 28107 28122 28136 29789 29800]\n[24443 24444 24463 24464 24465 24481 24482 24483 24499 24500 24501 24520\n 24521 24522 24523 24544 24545 24546 24547 24568 24569]\n[22590 22613 22637 22663 22687 22707 24480 24498 24519]\n[24497 24518 24542 24566]\n[24517 24540 24564 24588]\n[34339 34340 34341 34357 34358 34359 34360 34379 35794 35795 35813 35814\n 35815 35816 35831 35832 35833 35834 35852 35853 35876 37271 37272 37273\n 37274 37275 37287 37288 37289 37290 37302 37303 37304 37305 37319 37320\n 37321 37341 38647 38648 38649 38660 38661 38662 38663 38674 38675 38676\n 38677 38687 38688 38689 38697 38698 38699 40000 41321 41337 41350 42791\n 42813 42814 42835 42836 44396]\n[20807 20808 20826 20827 20842 20843 22691 22710 22711 22729 22730 22731\n 22748 22749 22750 22764 22765 22766 22774 22775 24548 24570 24571 24572\n 24592 24593 24594 24595 24596 24597 24612 24618 24619 24620 24621 24622\n 24632 24638 24639 24640 24641 24642 24659 24660 24661 24662 24663 24675\n 24676 24677 24678 26392 26393 26394 26412 26413 26414 26415 26436 26437\n 26438 26439 26452 26453 26454 26456 26460 26461 26462 26463 26476 26482\n 26483 26484 26485 26503 26504 26505 26506 26522 26523 26524 26525 26537\n 28141 28160 28161 28162 28163 28181 28182 28183 28184 28185 28206 28207\n 28208 28209 28228 28229 28230 28231 28243 28248 28249 28250 28251 28266\n 28267 28268 28269 28282 28283 28292 28300 29806 29808 29827 29828 29829\n 29843 29848 29849 29850 29851 29864 29869 29870 29871 29872 29883 29888\n 29889 29890 29891 29906 29907 29908 29909 29924 29925 29937 29947 31355\n 31370 31371 31372 31387 31388 31389 31390 31407 31408 31409 31410 31429\n 31430 31431 31432 31448 31449 31450 31467 31468 31480 31492 31499 32865\n 32866 32867 32885 32886 32887 32905 32906 32907 32908 32929 32930 32931\n 32932 32951 32952 32953 32972 32973 32974 32991 33007 33018 34347 34368\n 34369 34389 34390 34412 34413 34414 34434 34435 34436 34455 34456 34457\n 34477 34496 34511 35841 35863 35864 35865 35887 35888 35889 35911 35912\n 35913 35934 35935 35936 35956 37353 37354 37355 37376 37377 37398 37399\n 38753 86457 86475]\n[18910 20848 22657 22681 22701 22721 22740 24538 24562 24585 24586 24610\n 24611 24630 24651]\n[22783 22792 24698 24711 26568 26584 28328]\n[20874 20875 20915 20916 20991 20992 20993 21013 21014 21015 22811 22812\n 22813 22814 22828 22829 22830 22831 22832 22833 22834 22847 22848 22849\n 22850 22851 22852 22853 22855 22856 22871 22872 22873 22874 22875 22876\n 22879 22880 22897 22898 22899 22900 22901 22902 22903 22904 22905 22923\n 22924 22925 22926 22927 22928 22929 22930 22947 22948 22949 22950 22951\n 22952 22953 22954 22973 22974 22975 22976 22977 22978 22979 24719 24720\n 24734 24735 24736 24737 24738 24752 24753 24754 24755 24756 24757 24758\n 24772 24773 24774 24775 24776 24777 24778 24779 24780 24795 24796 24797\n 24798 24799 24800 24801 24802 24803 24804 24805 24823 24824 24825 24826\n 24827 24828 24829 24830 24831 24849 24850 24851 24852 24853 24854 24855\n 24856 24874 24875 24876 24877 24878 24879 24880 24881 24898 24899 24900\n 24901 24902 24903 24904 24905 24917 26593 26594 26608 26609 26610 26611\n 26612 26613 26628 26629 26630 26631 26632 26633 26634 26650 26651 26652\n 26653 26654 26655 26656 26674 26675 26676 26677 26678 26679 26680 26700\n 26701 26702 26703 26704 26705 26706 26707 26725 26726 26727 26728 26729\n 26730 26731 26748 26749 26750 26751 26752 26753 26754 26755 26772 26773\n 26774 26775 26776 26778 26779 26794 26795 26796 26797 26798 26816 26817\n 26835 28390 28391 28392 28393 28394 28412 28413 28414 28415 28416 28417\n 28438 28439 28440 28441 28464 28465 28466 28467 28468 28469 28488 28489\n 28490 28491 28492 28493 28512 28513 28514 28515 28516 28517 28536 28537\n 28538 28539 28561 28562 28563 28585 30048 30049 30050 30051 30065 30066\n 30067 30068 30069 30089 30090 30091 30092 30093 30094 30095 30113 30114\n 30115 30116 30117 30118 30119 30120 30137 30138 30139 30140 30141 30142\n 30143 30144 30145 30146 30160 30161 30162 30163 30164 30165 30166 30167\n 30168 30184 30185 30186 30187 30188 30189 30205 30206 30207 31621 31622\n 31623 31624 31643 31644 31645 31646 31647 31648 31649 31650 31665 31666\n 31667 31668 31669 31670 31684 31685 31686 31687 31688 31689 31690 31704\n 31705 31706 31707 31722 31723 31724 33177 33178 33179 33212 33228 33229\n 33230 37662 39045 39065 39066]\n[26639 26640 26662 26663 26690 26691 26692 26719 26720 26744 26769 26792\n 26793 26815 28400 28401 28425 28426 28455 30055 30080 30081 30082 30106\n 30107 31636 31637 31660 33171]\n[21434 23345 23346 25277 25278 27185 27186 28966 28967 30599 30600 30673\n 32123]\n[21465 23378 23379 25313 25314 30701 32190]\n[25287 25315 25336 25337 25338 25339 25409 27195 27196]\n[21476 23388 23411 25324 25348]\n[25358 25359 25360 25381 25382]\n[13784 15886 17751 17774 17775 17776 17800 17829 17830 19598 19644 19670\n 19671 19672 19702 19703 19704 19736 19737 19738 19739 21502 21524 21546\n 21547 21570 21571 21572 21599 21600 21601 21602 21631 21632 21633 23413\n 23456 23480 23481 23482 23508 23509 23510 23511 23540 23541 23542 23574\n 23575 23576 23612 23613 23614 23650 23651 25423 25424 25455 25456 25487\n 25488 25489 25490 25520 25521 25522 25523 25552 25553 25554 25555 25584\n 27352 27378 27379 27397 27398 27399 27400 27421]\n[25432 25433 25434 25435 25462 25463 25464 25492 25493 25494 25495 25525\n 25526 25527 25528 25557 25558 25559 25560 25561 25586 25587 25588 25610\n 25611 25612 25637 25638 25664 25692]\n[23556 23592 23631 25410 25411 25442 25443 25470 25471 25472 25502 25503\n 25504 25540]\n[21536 21537 21559 21560 21588 21589 21620 21621 21654 21655 21691 21692\n 21731 21772 21807 21836 21863 21899 21937 23445 23446 23470 23471 23498\n 23499 23529 23530 23560 23561 23598 23599 23639 23673 23700 23727 25387\n 25414 25446 25476 25508 25543 25575 25600 27313 27343 27369]\n[13679 19606 25407 25408 25437 25438 25439 25440 25441 25467 25468 25469\n 25500 25501 25536 25537 25570 29073 29098 29111]\n[23447 23472 23500 23531 23562 25388 25415 25447 25477 25509 27286 27314\n 27344 27370 27392 27415]\n[25363 25389 25390 25416 25417 25448 25449 25478 25479 25510 25511 25545\n 25546 25577 25578 25603 27263 27287 27288 27315 27316 27345 27346 27347\n 27371 27372 27373 27393 27394 27395 27416 27417 27418 27439 27440 27461\n 27482 29055 29079 29080 29196]\n[25473 25506 25542 25574]\n[23600 23640 23674 23701 25544 25576 25601 25628]\n[25538 25539 25571 25572 25597 25622]\n[25505 25541 25573 25599]\n[21775 21809 21839 23675 23702 23728 23729 23753 23754 23787 23788 23825\n 23826 25602 25629 25630 25651 25652 25676]\n[25663 25690 25691 25716 25717 25747 25748 25777 25778 25779 25811 27564\n 27588 27589 27613 27634 27635 27662]\n[22049 22088 23977 23978 24019 24020 24061 24062 24105 24144 25825 25862\n 25863 25864 25865 25903 25904 25905 25947 25948 25987 26021 26055 27676\n 27677 27678 27679 27711 27712 27713 27714 27742 27743 27744 27775 27776\n 27807 27827 27839 29391 29392 29393 29415 29416 29417 29418 29443 29444\n 29486 30988 30989 31009 31010 31031 31032 32500 32501 32525 32547 32548\n 34024 34047]\n[25800 25835 25876 25920]\n[25801 25836 25837 25838 25877 25878 25879 25921 25922 25923 25966 25967\n 25968 26004 26005 26039]\n[20293 22198 24094 24095 25977 25978 27766]\n[22013 22054 22093 22130 22170 22211 22248 24024 24025 24066 24067 24109\n 24110 24148 24149 25952 25953 25991 26025]\n[25834 25874 25875 25918 25919 25963 25964 25965 26001 26002 26003 26036\n 26037 26038 26070 26071 26072 26103 26104 26105 26140 26141 26174 27684\n 27685 27722 27723 27755 27756 27757 27787 27788 27789 27820 27821 27822\n 27852 27853 27854 27885 27886 29397 29424 29452 29453 29480]\n[16163 18484 20400 20401 22306 22307 22308 22309 24203 24204 24205 24206\n 26078 26079 26080 26081 26082 27860 27861 27862 27863 27864 29514 29515\n 29516 29517 31085 31086 31087 31088 32602]\n[22364 22400 22428 24182 24219 24259 24295 26129 26162 26190]\n[20480 22389 22390 24285 24286 26153 26154 27932 27933]\n[20409 22316 22357 22394 24212 24252 24253 24289 24317 26086 26122 26155\n 26184 26209]\n[22318 24177 24214 26054 26088 26124 26157 26186]\n[26069 26102 26138 26139 26172 26173 26199 26200 26201 26219 26220 26221\n 26222 26238 26239 26240 26257 26258 26259 26278 26279 26280 26299 26300\n 26301 26302 26318 26319 26320 26321 26340 27884 27920 27921 27951 27978\n 28000 28014]\n[18664 18689 18713 18714 18736 18737 18761 18787 18812 20563 20588 20636\n 20656 20657 20676 20677 20678 20702 20703 20727 20728 20753 22449 22472\n 22498 22521 22543 22544 22563 22564 22565 22582 22583 22605 22606 22630\n 22631 22653 22654 24344 24365 24388 24412 24435 24457 24458 24475 24476\n 24493 24494 24495 24513 24514 24515 24535 24536 24537 26087 26123 26156\n 26185 26210 26230 26249 26271 26292 26311 26312 26331 26332 26348 26349\n 26350 26365 26366 26367 26383 26384 27837 27868 27904 27935 27962 27987\n 28008 28025 28042 28044 28059 28061 28075 28077 28089 28090 28105 28106\n 28120 28121 28133 28134 28135 28153 28154 28155 28156 28172 28173 28174\n 28175 28238 29495 29521 29552 29577 29601 29624 29645 29665 29682 29699\n 29716 31228 31246 31264]\n[24367 24390 24414 24437 24459 24477 26251 26273 26294 26313 26333]\n[22471 22497 24343 24364 24387 24411 24434 26248 26270 26291 28024 28041\n 28058 29664 29681 31209 31210 31227 32705]\n[26317 26337 26338 26339 26353 26354 26355 26370 26371 26372 26390 26391\n 26411 26435 28140 28159 28180]\n[26369 26388 26389 26409 26410 26434 26479]\n[18907 20777 20797 20816 20833 20844 20850 22680 22700 22720 22739 22757\n 22768 22776 24584 24609 24629 24650 24668 26451 26473 28197]\n[20831 22736 22737 24558 24605 24606 24626 24647 26404 26405 26406 26425\n 26426 26427 26428 26448 26449 26450 26470 26471 26491 26492 26493]\n[18927 20846 20852 20855 20856 22759 22769 22770 22777 22778 22781 24652\n 24669 24670 24680 24681 24686 26496 26515 26531 28199 28221 28241 28259\n 29825 29841]\n[18928 20847 22742 22760 24653 26497]\n[18929 20854 22744 22761 22762 22772 22773 24633 24634 24654 24655 24673\n 24684 26387 26407 26431 26455 26477 26478 26498 26499 26518 28177 28201\n 28202 28223 28224 28244 29844]"
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      {
       "output_type": "stream",
       "stream": "stdout",
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26581 26582 26583\n 26597 26598 26599 26600 26601 26618 26619 26620 26621 26622 26623 26641\n 26642 26643 26644 26664 26665 26666 26667 26693 26694 26721 26745 28301\n 28302 28303 28304 28305 28307 28308 28309 28310 28311 28312 28323 28324\n 28325 28326 28327 28340 28341 28342 28343 28344 28360 28361 28362 28363\n 28364 28379 28380 28381 28382 28402 28403 28404 28405 28427 28428 28429\n 28430 28456 28457 28482 29950 29953 29954 29955 29956 29957 29968 29969\n 29970 29971 29972 29985 29986 29987 29988 30001 30002 30003 30004 30019\n 30020 30021 30035 30036 30037 30056 30057 30083 31542 31557 31558 40362]\n[21102 22996 22997 23007 23008 23009 23010 23020 23021 23022 23023 23035\n 23036 23037 24918 24919 24920 24932 24933 24934 24935 24936 24937 24938\n 24948 24949 24950 24951 24952 24953 24954 24965 24966 24967 24968 24969\n 24970 26777 26799 26800 26801 26818 26819 26820 26821 26822 26823 26836\n 26837 26838 26839 26840 26841 26842 26857 26858 26859 26860 26861 26862\n 26877 26878 26879 26880 26897 26898 26914 26915 26932 26950 28540 28541\n 28542 28543 28564 28565 28566 28567 28568 28586 28587 28588 28589 28590\n 28591 28592 28608 28609 28610 28611 28612 28613 28614 28630 28631 28632\n 28633 28634 28635 28652 28653 28654 28655 28656 28671 28672 28673 28689\n 28690 28691 28712 28713 30223 30224 30225 30240 30241 30242 30243 30260\n 30261 30262 30263 30264 30282 30283 30284 30285 30304 30305 30306 30324\n 30325 30326 30349 30350 31753 31770 31771 31772 31790 31791 31792 31793\n 31816 31817 31818 31843 31867 31868 31893 33284 33285 33300 33301 33329\n 33391 34791 36288 36311 39132 40404 41824]\n[23051 23066 23083 23102 24964 24982 24998 26834 26855 26876 26896]\n[21211 23096 23118 23119 23120 23138 23139 23140 23153 23154 23155 23168\n 23169 23182 25009 25010 25027 25028 25029 25046 25047 25048 25061 25062\n 25063 25064 25065 25076 25077 25090 25091 25092 25105 25106 25107 25120\n 25121 25122 25136 25137 25151 25152 26909 26910 26926 26927 26928 26929\n 26942 26943 26944 26945 26946 26947 26958 26959 26960 26961 26962 26970\n 26971 26972 26983 26984 26985 26999 27000 27013 27014 27030 27031 27051\n 28646 28667 28684 28685 28686 28700 28701 28702 28703 28704 28705 28721\n 28722 28723 28724 28725 28726 28734 28735 28736 28737 28738 28746 28756\n 28757 28772 28773 28791 28792 28815 28839 30275 30296 30297 30317 30318\n 30335 30336 30337 30338 30339 30358 30359 30360 30361 30362 30363 30374\n 30375 30413 30436 30460 31803 31804 31805 31828 31829 31830 31831 31853\n 31854 31855 31856 31878 31879 31880 31881 31882 31900 31901 31902 31903\n 33312 33313 33314 33315 33339 33340 33341 33342 33343 33369 33370 33371\n 33372 33373 33374 33402 33403 33404 33405 34818 34819 34820 34846 34847\n 34848 34849 34876 34877 34878]\n[21368 21369 23233 23234 23253 23254 23255 23274 23275 25156 25157 25158\n 25176 25177 25178 25197 25198 25199 27036 27037 27038 27056 27057 27058\n 27059 27080 27081 27082 27083 27106 27107 27108]\n[15611 23156 23170 23171 23185 23186 23201 23202 23218 23219 23236 23237\n 23258 23259 23277 23278 23295 23296 23315 25110 25111 25125 25126 25141\n 25142 25160 25161 25180 25181 25201 25202 25222 25223 25242 25243 25266\n 27004 27019 27020 27039 27040 27060 27061 27085 27086 27110 27111 27133\n 27134 27151 27152 27172 27173 28800 28824 28848 28871 30422 30446 30470\n 30493 30514 31965]\n[21489 23401 27194 27219]\n[19546 21455 21480 21481 23366 23390 23391 23392 23393 25301 25326 25327\n 25328 25329 25349 27207 27230 27231 27232 27250 28984 29002 29017 30616]\n[23331 23442 25263 25264 25265 25316 25340 25361 27197 27222 27243]\n[23394 23395 23415 25330 25351 25352 25353 27233 27251 27252 27253 29003\n 29018 29019]\n[21488 25286 27218 27220 27221 27239 27240 27241 27242 27257 27258 27259\n 27260 27281 27282 27283]\n[21504 25307 25308 25309 25310 25332 25333 25334 25335 25355 25356 25357\n 25372 25373 25374 25375 25376 25377 25378 25379 25399 25400 25401 25402\n 25403 25404 25405 25426 25427 25428 25429 25430 25431 25458 25459 25460\n 25461 25491 27214 27215 27216 27217 27236 27237 27238 27254 27255 27256\n 27275 27276 27277 27278 27300 27301 27302 27303 27304 27305 27327 27328\n 27329 27353 27354 28991 28992 28993 28994 29006 29007 29008 29066 29090\n 29106 36908]\n[19597 21522 23431 23432 23457 25370 25396 27270 27295]\n[19630 23522 27279 27306 27307 27308 27309 27310 27336 27337 27338 27362\n 27363 27364 27365 27366 27388 27389 27390 27391 27412 27413 27414 27437\n 27438 27459 27460 27480 27481]\n[27261 27284 27311 27312 27339 27340 27341 27367]\n[25386 25412 25413 25444 25445 25474 25475 25507 27342 27368]\n[27330 27331 27332 27333 27355 27356 27357 27358 27380 27381 27382 27402\n 27403 27404 27425 27426 27427 27428 27447 27448 27449 27450 27469 27470\n 27471 27492 27493 27517 29163 29183]\n[27401 27422 27423 27424 27444 27445 27446 27468 29143 29161 29181]\n[27396 27419 27420 27441 27442 27462 27463 27464 27483 27484 27485 27505\n 27506 27507 27530 27531 27532 27556 27581]\n[27466 27467 27489 27490 27491 27514 27515 27516 27541 27542 29224 29225\n 29245 29246 29268 29269 29293 29294 29317 29318 29334 29335]\n[23781 23782 23819 23820 23857 23858 23897 23898 23939 23940 23982 25598\n 25625 25626 25627 25648 25649 25650 25673 25674 25675 25701 25702 25703\n 25704 25730 25731 25732 25733 25760 25761 25762 25763 25793 25794 25795\n 25827 27504 27528 27555 27579 27603 27626 27627]\n[25809 25849 25850 25890 25891 25934 25973 26009 27612 27633 27660 27697\n 27730 27761 27792 29355 29379 29403 29427 29457 30954 30955 30975 30976\n 30977 30995 30996 31016 31037 32486 32487 32509 32510 32511 32532 32533\n 33941 33964 33987 33988 33989 34009 34010 34011 34034 34035 34036 34098\n 35450 35477 35478 35500 35501 35522 35523 35543 35544 35561 35579 36983\n 36984 37008 37024 37039 37053 37067 39784]\n[23965 23966 23967 24008 24009 24010 24052 25810 25851 25892 25935 25974\n 27661 27698 27731 27762 29336 29356 29380 29404 29428 35476]\n[14573 20213 20251 22082 22119 22120 22158 22159 23928 23970 24011 24012\n 24013 24053 24054 24093 24132 24133 25815 25855 25894 25895 25896 25897\n 25936 25937 25938 25939 25975 25976 26010 26011 26045 27639 27666 27699\n 27701 27702 27703 27732 27733 27734 27735 27764 27765 27794 27795 27796\n 27828 27829 29340 29360 29405 29406 29430 29431 29432 29460 29461 29462\n 29487 29488 30959 30960 30997 30998 31018 31019 31021 31040 31041 31063\n 32513 32535 32557 32558 32603 33991 34013 34038 34039 35503 35525 35526\n 36951 36970 38336 38408 38420 38433 39759]\n[27654 27686 27687 27688 27724 27725 27726 27758 27759 29398]\n[22199 24096 25979 27767]\n[18373 18374 18413 20212 20294 20331 20332 20333 22118 22200 22234 22235\n 22236 22237 22238 24097 24134 24135 24136 24137 26012 26013 26014 26015\n 27797 27798 27799 29463 29464 30916 31042 31043 31065 32559 32560 32582\n 34040 34041 35527]\n[20337 22239 24140 26018 27802]\n[18446 20363 20364 20365 22269 22270 22271 22272 24138 24166 24167 24168\n 24169 24170 24171 26016 26046 26047 26048 26049 26050 27763 27800 27830\n 27831 27832 27833 29429 29465 29489 29490 29491 31017 31044 31064 31066\n 32561 32581 32583 34042 34062 39758 41110]\n[20250 22347 22348 24244 24245 24246 24283 24284 26115 26116 26117 26152\n 27897 27898 27899 27931 29546 29547 29548 31108 31109]\n[20440 22349 22350 24247 26118 27900 29549]\n[26089 26125 26158 27870 27906 27937 27964]\n[27869 27905 27936 27963 27988]\n[26213 26233 26253 27993 28009 29648]\n[24345 24366 24389 24413 24436 26231 26250 26272 26293 28026 28043 28060\n 28076 29646 29666 29683 29700 29717 31196 31212 31229 31247 31265]\n[22525 22547 22568 22586 24416 24439 24440 24461 24462 24479 26275 26296\n 26297 26315 26316 26335 26336 26352 28063 28064 28079 28080 28092 28093\n 28108 29686 29703 29704 29720 29721 29737 29738 29754 29755 31233 31251\n 31268 31269 31285 31286 31303 31304]\n[26358 28081 28094 28095 28096 28097 28109 28110 28111 28112 28113 28123\n 28124 28125 28144 28145 29724 29725 29726 29742 29743 29744 29759 29760\n 29761 29762 29774 29775 29776 29791 29792 31273 31274 31275 31292 31293\n 31294 31309 31310 31311 31312 31324 31325 31326 31327 31328 31341 32768\n 32769 32770 32786 32787 32788 32789 32802 32803 32804 32805 32806 32818\n 32819 32820 32821 34241 34242 34243 34244 34261 34262 34263 34264 34281\n 34282 34283 34284 34301 34302 34303 34304 35716 35717 35718 35719 35733\n 35734 35735 35736 35750 35751 35752 35753 35770 35771 35772 37156 37175\n 37194 37210 37211 37226 37227 37241 37242 37256 37257 38619 38631 38645\n 38659 38673 38686 39975 39988 41278 41319 41335]\n[26512 26527 26528 26538 26545 28194 28195 28256 28270 28271 28272 28284\n 28285 28293 28294 29861 29880 29898 29911 29912 29913 29926 29927 29939\n 31436 31437 31438 31454 31455]\n[28219 28239 28257 28273 28286 28295 29822 29840 29860 29879 29897 29914]\n[22881 22882 22906 22907 22931 22932 22955 22956 22957 22980 22981 22982\n 22983 22998 22999 23000 23001 24806 24807 24832 24833 24834 24857 24858\n 24859 24882 24883 24884 24906 24907 24908 24921 24922 24923 24924 26681\n 26682 26708 26709 26710 26732 26733 26734 26756 26757 26758 26780 26781\n 26782 26802 26803 26804 26805 28418 28419 28420 28442 28443 28444 28445\n 28470 28471 28472 28494 28495 28496 28518 28519 28520 28521 28544 28545\n 28546 28569 28570 28571 30070 30071 30072 30208 30209 30210 31606 31625\n 31626 31627 31628 31629 31630 31738 31739 33163 33253 34761 34762 36272\n 37723]\n[28535 28559 28560 28583 28584 28606 28607 28629]\n[21391 21408 23279 23280 23299 23318 25187 25207 25208 25229 25249 27094\n 27095 27119 27120 27142 27159 28856 28857 28879 28880 28905 28943 30501\n 30522 32038]\n[27084 27109 27132 27150 28896 28916 28917 28934 28935 28954 28955 30571\n 30589]\n[21403 23311 25239 25262 27148 27169 28933 28953]\n[ 4012  7941 13748 13779 19516 21390 21407 21427 21428 21449 21450 21473\n 21474 21475 23297 23298 23317 23338 23339 23360 23361 23362 23386 23387\n 23410 25206 25227 25228 25248 25270 25271 25296 25297 25322 25323 25347\n 27118 27140 27141 27157 27158 27178 27179 27202 27203 27229 28925 28942\n 28961 28962]\n[19547 21456 23367 25302 27208 28985 29038 29061 29085]\n[28976 28977 28978 28996 28997 28998 29009 29010 29011 29012]\n[29033 29034 29035 29056 29057 29058 29081 29082]\n[29022 29023 29024 29025 29026 29044 29045 29046 29047 29048 29049 29067\n 29068 29069 29070 29071 29091 29092 29093 29094 29095 29096 29107 29108\n 29109 29116 29117 29118 29130 29131 29132 29145 29146 29147 29148 29164\n 29165 29166 29184 29185 29186 29205 29206 29227 29228 29248]\n[27443 29015 29016 29036 29037 29059 29060 29083 29084 29104]\n[27271 27296 27323 29062 29086]\n[28995 29074 29075 29076 29077 29101 29102 29103]\n[27273 27274 27298 27299 27325 27326 29041 29042 29064 29065 29088 29089\n 29105 30646 30661 30662 30676 30677 30690 30691 30703]\n[29099 29100 29112 29113 29114 29115 29126 29127 29128 29140 29141]\n[27458 27479 27502 27525 27550 29175 29194 29216 29237 29257 30788 30810\n 30831]\n[29177 29178 29197 29198 29199 29200 29218 29219 29220 29221 29222 29223\n 29239 29240 29241 29242 29243 29244 29263 29264 29265 29266 29267 29289\n 29290 29291 29292 29315 29316 30907 38362 38376 38377 38378 38399]\n[22047 23888 23931 25755 25786 25818 27548 27549 27571 27572 27573 27597\n 27598 29254 29255 29256 29277 29278 29279 29280 29304 29305 30850 30851\n 30852 30872 30873 30874 30896 30897 32355 32356 32375 32376 32396 33833\n 33854 33993 35320 35340 35482]\n[23890 25789 25790 25822 27624 27625 27648 29330 29331 30925 30926]\n[25823 25824 27649 27650 29332 29350 29351 29370 29371 29372 30898 30927\n 30946 30947 30968 30969 32452 32477 32478]\n[24176 26053 27774 27805 27835 27836 29441 29442 29470 29493 29494 31007\n 31008 31029 31030 31049 31069 31090 32523 32524 32545 32546 32564 32565\n 32586 32606 34000 34023 34046 35511]\n[26059 26093 27811 27843 27874 29501 29527 29558 31097 31118]\n[27823 27856 27857 27894 27895 27929 27930 27959 27960 27985 29454 29481\n 29482 29509 29510 29511 29542 29543 29544 29572 29573 29574 29597 29598\n 29642 29663 29680 30992 31013 31033 31034 31055 31056 31057 31058 31079\n 31080 31081 31082 31103 31104 31105 31106 31127 31128 31129 31130 31149\n 31150 31151 31152 31171 31172 31173 31192 32552 32574 32575 32597 32598\n 32599 32618 32619 32620 32635 32636 32637 32639 32652 32653 32654 32655\n 32656 32668 32669 32670 32671 32672 32687 34097 34116 34117 34132 35559\n 35577 35578 35595 35596 35610 38397]\n[24146 24180 26023 26057 26091 26127 26160 26188 26211 27809 27841 27872\n 27908 27939 27966 27990 29475 29499 29525 29556 29581 29604 29625 31138\n 31158 31177]\n[29522 29553 29578 29602]\n[27910 27941 27968 29583 29606]\n[24688 26533 26542 26547 28277 28290 28298 29918 29932 29944]\n[26534 26543 26548 28262 28278 28291 28299 29865 29884 29902 29919 29933\n 29945]\n[18937 18947 20861 20870 20885 22784 22785 22786 22793 22794 22807 22824\n 24691 24699 24700 24701 24712 24713 24728 24729 24730 24748 24769 26557\n 26558 26569 26570 26571 26585 26586 26602 26603 26646 28306 28313 28314\n 28315 28329 28330 28331 28345 28346 28365 29951 29958 29959 29960 29973\n 29974 29975 29976 29989 29990 29991 30005 30006 31502 31503 31514 31515\n 31516 31529 31530 31531 31544 31545 33027 33029 33040 33041 33042 33055\n 33056 33057 33073 34555 34575 34576]\n[19545 19600 25078 25079 25093 25094 25108 25109 25123 25124 25138 25139\n 25140 25153 25154 25155 25173 25174 25175 25215 26973 26974 26986 26987\n 26988 27001 27002 27003 27015 27016 27017 27018 27032 27033 27034 27035\n 27052 27053 27054 27055 27076 27077 27078 27079 27102 27125 27126 28747\n 28748 28758 28759 28760 28774 28775 28776 28777 28793 28794 28795 28796\n 28797 28798 28799 28816 28817 28818 28819 28820 28821 28822 28823 28840\n 28841 28842 28843 28844 28845 28846 28847 28863 28864 28865 28866 28867\n 28868 28869 28887 28888 28891 28892 28893 28894 28895 28908 28909 28910\n 28913 28914 28915 28932 30376 30377 30385 30386 30387 30394 30395 30396\n 30397 30398 30399 30400 30414 30415 30416 30417 30418 30419 30420 30421\n 30437 30438 30439 30440 30441 30442 30443 30444 30445 30461 30462 30463\n 30464 30465 30466 30467 30468 30469 30484 30485 30486 30487 30488 30489\n 30490 30491 30492 30506 30507 30508 30509 30510 30511 30512 30526 30527\n 30528 30529 30530 30531 30532 30533 30534 30544 30545 30546 30548 30549\n 30550 30551 30552 31916 31917 31926 31927 31928 31929 31935 31936 31937\n 31938 31939 31940 31941 31942 31943 31944 31955 31956 31957 31958 31959\n 31960 31961 31962 31963 31964 31978 31979 31980 31981 31982 31983 31984\n 31985 31986 31987 32001 32002 32003 32004 32005 32006 32007 32008 32009\n 32023 32024 32025 32026 32027 32028 32029 32043 32044 32045 32046 32047\n 32048 32056 32057 32058 32059 32060 32061 32062 32063 32073 32074 32075\n 32076 32077 32078 32079 32080 32081 32095 32096 32097 32098 32099 32115\n 33424 33425 33426 33427 33443 33444 33453 33454 33455 33456 33457 33458\n 33465 33466 33467 33468 33469 33470 33471 33472 33479 33480 33481 33482\n 33483 33484 33485 33486 33487 33498 33499 33500 33501 33502 33503 33504\n 33505 33506 33507 33519 33520 33521 33522 33523 33524 33525 33526 33527\n 33539 33540 33541 33542 33543 33544 33545 33553 33554 33555 33556 33557\n 33558 33559 33567 33568 33569 33570 33571 33572 33573 33574 33575 33583\n 33584 33586 33587 33588 33589 33604 33605 33606 33607 33622 33623 33634\n 34939 34940 34941 34942 34943 34944 34961 34962 34963 34964 34965 34966\n 34977 34978 34979 34980 34981 34982 34983 34993 34994 34995 34996 34997\n 34998 34999 35000 35009 35010 35011 35012 35013 35014 35015 35016 35017\n 35026 35027 35028 35029 35030 35031 35032 35033 35041 35042 35043 35044\n 35045 35046 35047 35055 35056 35057 35058 35059 35060 35061 35068 35069\n 35070 35071 35072 35073 35074 35075 35076 35083 35084 35085 35086 35087\n 35088 35101 35102 35103 35104 35105 35106 35120 36470 36471 36472 36473\n 36474 36475 36476 36477 36498 36499 36500 36501 36502 36503 36504 36505\n 36521 36522 36523 36524 36525 36526 36527 36540 36541 36542 36543 36544\n 36545 36546 36547 36558 36559 36560 36561 36562 36563 36574 36575 36576\n 36577 36578 36579 36580 36591 36592 36593 36594 36595 36596 36597 36598\n 36599 36609 36610 36611 36612 36613 36614 36615 36616 36617 36624 36625\n 36626 36627 36628 36629 36630 36631 36636 36637 36638 36647 36648 36649\n 36664 36678 37931 37932 37933 37934 37961 37962 37963 37964 37965 37966\n 37985 37986 37987 37988 37989 37990 37991 38009 38010 38011 38012 38013\n 38014 38015 38031 38032 38033 38034 38035 38036 38048 38049 38050 38051\n 38052 38062 38063 38064 38065 38066 38067 38068 38069 38070 38071 38081\n 38082 38083 38084 38085 38086 38087 38088 38089 38090 38091 38100 38101\n 38102 38103 38104 38105 38106 38107 38108 38115 38116 38117 38118 38119\n 38120 38121 38127 38128 38140 38141 38150 38151 38163 39539 42300 43221\n 46876 71647]"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "\n[26992 28709 28764 28782 28805 30301 30321 30344 30367 30381 30390 30405\n 30427 31860 31886 31908 31921 31933 31949]\n[26977 26993 28710 28728 28740 28750 28765 28783 30322 30345 30368 30382\n 30391 30406 31887 31909 31922 31934 31950]\n[28806 28830 28854 28877 28904 30428 30452 30476 30499 30520 30542 31971\n 31994 32016 32036 32055 32071 33410 33432 33449 33463 33478 33493 33513\n 33534 33552 33566 34918 34948 34970 34987 35005 35022 35038 35053 35067\n 35082 36508 36530 36550 36567 36585 36604 36622 38018 38038 38055 38075\n 38095 38112 39368 39390 39413 39432 39453 39473]\n[23344 25276 27143 27184 28926 28927 28944 28945 28965 30561 30562 30563\n 30580 30581 30598 32089 32090 32091 32106 32107 32108 32122 33599 33600\n 33601 33615 33616 33617 35096 35113 36660 43678]\n[21432 23343 25275 27183 28964 30579 30597]\n[23365 25274 25300 27182 27206 28963 28983 30596 30615]\n[25331 27234 27235 28988 28989 29004 29005 29020 29021 29043 30617 30618\n 30619 30634 30647 30648 30663 30678 30692 30704]\n[30649 30650 30651 30652 30653 30664 30665 30666 30667 30668 30679 30680\n 30681 30682 30683 30693 30694 30695 30696 30697 30705]\n[30654 30655 30670 30671 30672 30684 30685 30686 30687 30702]\n[27272 27297 27324 29039 29040 29063 29087 30660 30675 30689]\n[30699 30700 30710 30717 30718]\n[27294 27322 29207 30698 30706 30707 30708 30709 30713 30714 30715 30721\n 30722 30735 30736 30737 30754 30755 30756 30757 30777 30778 30779 30800\n 30801 36924]\n[29129 29142 29159 29160 29179 29180 29201 29202 29203 30720 30732 30733\n 30734 30748 30749 30750 30751 30752 30770 30771 30772 30773 30774 30792\n 30793 30794 30795 30796 30813 30814 30815 30816 30817 30838 30839 30840\n 30862]\n[30768 30769 30790 30791 30811 30812]\n[29352 30833 30834 30835 30836 30837 30857 30858 30859 30882 30883 30908\n 30909 30929 30930 30948 30949 30950 30970]\n[29144 29162 29182 29204 29226 29247 29270 29295 29296 29319 30753 30775\n 30797 30818 30841 30863 30886 30887]\n[30776 30798 30799 30819 30820 30821 30842 30843 30864 30865 30866 30888\n 30889 30890 30912 30913 30933 30934 30956 32263 32283 32284 32285 32306\n 32307 32308 32326 32327 32328 32346 32347 32348 32349 32366 32367 32368\n 32369 32370 32387 32388 32389 32390 32391 32413 32414 32415 32416 32439\n 32440 32463 32464 32488 33763 33782 33783 33801 33802 33823 33824 33827\n 33844 33847 33848 33849 33866 33867 33868 33869 33870 33871 33891 33892\n 33893 33894 33917 33918 33919 33942 33943 33965 33966 35314 35334 35335\n 35353 35356 35357 35376 35377 35378 35379 35400 35401 35402 35403 35424\n 35451 36847 36863 36876 36877 36881 36882 36900 36901 36902 36903 36904\n 36905 36906 36907 36925 36926 36927 36928 36929 36946 36963 36964 37007\n 37023 38351 38352 38363 38364 38365 38379 38380 38381 38382 38383 38384\n 38400 38401 38402 38403 38404 38405 38415 38416 38417 38427 39739 39740\n 39741 39742 39743 39751 39752 39753 39754 39755 39765 39766 39767 39768\n 39779 39780 39781 39782 39783 39794 39810 41096 41097 41104 41105 41106\n 41107 41108 41116 41117 41118 41119 41120 41127 41128 41132 41138 42508\n 42514 43999 54011 54034]\n[25699 25727 25758 27553 27577 27602 29261 29285 29311 30832 30854 30879\n 30904 32357 32378 33855]\n[30860 30861 30884 30885 30910 30911 30932]\n[29320 29321 29322 30868 30869 30870 30891 30892 30893 30894 30917 32579]\n[25725 27280 27551 27575 27600 29259 29283 29309 30877 30902 32400 33879]\n[21963 23849 23889 23933 25756 25788 25821 27623 27647 27675 29281 29329\n 29348 29349 30875 30924 32426]\n[25848 25889 25932 25933 27632 27658 27659 27695 27696 27728 27729 29353\n 29354 29377 29378 29400 29401 29402 29425 29426 30931 30952 30953 30973\n 30974 30993 30994 31014 31015 32460 32461 32484 32485 32508]\n[24100 25980 25982 27768 27769 27770 29434 29435 29436 31023 31024 32540\n 32541 34018 34019]\n[22203 24101 25983 27665 27771 29437 31025 35361 39773 39789 41121 92499]\n[26020 27804 29440 29469 31028 31048 32544]\n[29471 31050 31070 31091 31112]\n[20378 20415 20454 20491 22322 22363 22399 24181 24218 24258 24294 24322\n 26058 26092 26128 26161 26189 27810 27842 27873 27909 27940 27967 27991\n 29500 29526 29557 29582 29605 31096 31117 31139]\n[29535 31075 31098 31099 31122]\n[31111 31133 31154 31175 32623 32641 32658 32674]\n[26229 27867 27903 27934 27961 27986 28006 28007 29520 29551 29576 29600\n 29623 29643 29644 31193 31194 32688]\n[28030 28046 29633 29653 29669 29670 29687 29688 29705 29706 29707 31182\n 31183 31198 31199 31200 31216 31217 31218 31235 31236 31237 31254 31255\n 31256 32662 32677 32678 32679 32680 32694 32695 32696 32697 32698 32712\n 32713 32714 32715 32731 32732 32733 32749 32750 32751 34150 34166 34167\n 34168 34169 34184 34185 34186 34187 34204 34205 34206 34207 34223 34224\n 34225 34226 35642 35643 35644 35663 35664 35665 35683 35684 35685 35701\n 35702 35703 37157 37158 37176 37177 37195 37196 37212 37228 38606 38607\n 38620 38621 38632 38633 39960]\n[29753 29770 29771 29786 29787 29788 29801 29802 29803 29804 29821 31302\n 31319 31320 31334 31335 31336 31337 31349 31350 31351 31352 31365 31366\n 31381 32796 32812 32826 32827 32828 32843 32844 32845 32861 32862 32878\n 34310 34327 34328 34344 35780 35800 35801 37265 37277 37278 38681]\n[22708 22728 22747 24543 24567 24591 24616 24617 24635 24636 24637 24656\n 24657 24658 24674 24685 24689 26458 26459 26480 26481 26500 26501 26502\n 26519 26520 26521 26535 26536 26544 28142 28143 28204 28205 28225 28226\n 28227 28245 28246 28247 28263 28264 28265 28279 28280 28281 29805 29807\n 29824 29826 29845 29846 29847 29866 29867 29868 29885 29886 29887 29903\n 29904 29905 29920 29921 29922 29923 29935 29936 31353 31354 31367 31368\n 31369 31383 31384 31385 31386 31404 31405 31406 31427 31428 31446 31447\n 31464 31465 31466 31477 31478 31479 31489 31490 31491 31498 32846 32863\n 32864 32882 32883 32884 32902 32903 32904 32927 32928 32949 32950 32970\n 32971 32988 32989 32990 33004 33005 33006 33017 34345 34346 34367 34387\n 34388 34410 34411 34432 34433 34453 34454 34474 34475 34476 34493 34494\n 34495 34509 34510 35861 35862 35885 35886 35909 35910 35932 35933 35952\n 35953 35954 35970 35971 35972 35988 35989 35999 37352 37375 37396 37397\n 37417 37418 37419 37436 37437 37438 37455 37456 37457 37467 38771 38772\n 38790 38791 38792 38810 38811 38812 38830 38831 38845 40076 40077 40098\n 40099 40118 40119 40135 40136 40149]\n[13673 18938 18948 20862 20871 20872 20873 20886 20887 22795 22796 22797\n 22798 22808 22809 22810 22825 22826 22827 22845 22846 24692 24702 24703\n 24704 24714 24715 24716 24717 24718 24731 24732 24733 24749 24750 24751\n 24770 24771 26559 26560 26561 26572 26573 26574 26575 26576 26587 26588\n 26589 26590 26591 26592 26604 26605 26606 26607 26624 26625 26626 26627\n 26645 26649 26668 28316 28317 28318 28319 28320 28332 28333 28334 28335\n 28336 28337 28347 28348 28349 28350 28351 28352 28353 28354 28355 28356\n 28366 28367 28368 28369 28370 28371 28372 28373 28374 28375 28383 28384\n 28385 28386 28387 28388 28389 28408 28409 28410 28411 28433 28434 28435\n 28436 28437 28461 28462 28463 28486 28487 29962 29963 29964 29965 29977\n 29978 29979 29980 29981 29992 29993 29994 29995 29996 29997 30007 30008\n 30009 30010 30011 30012 30013 30014 30015 30022 30023 30024 30025 30026\n 30027 30028 30029 30030 30031 30032 30033 30038 30039 30040 30041 30042\n 30043 30044 30045 30046 30047 30058 30059 30060 30061 30062 30063 30064\n 30085 30086 30087 30088 30110 30111 30112 30135 30136 31505 31506 31507\n 31508 31518 31519 31520 31521 31522 31532 31533 31534 31535 31536 31546\n 31547 31548 31549 31550 31551 31552 31559 31560 31561 31562 31563 31564\n 31565 31566 31567 31568 31575 31576 31577 31578 31579 31580 31581 31582\n 31583 31584 31585 31591 31592 31593 31594 31595 31596 31597 31598 31599\n 31600 31601 31612 31613 31614 31615 31616 31617 31618 31619 31620 31639\n 31640 31641 31642 31662 31663 31664 31683 33031 33032 33033 33034 33044\n 33045 33046 33047 33048 33059 33060 33061 33062 33063 33064 33065 33066\n 33067 33075 33076 33077 33078 33079 33080 33081 33082 33083 33084 33090\n 33091 33092 33093 33094 33095 33096 33097 33098 33099 33100 33107 33108\n 33109 33110 33111 33112 33113 33114 33115 33116 33125 33126 33127 33128\n 33129 33130 33131 33132 33133 33134 33135 33147 33148 33149 33150 33151\n 33152 33153 33154 33155 33173 33174 33175 33176 33194 33195 34529 34530\n 34531 34532 34542 34543 34544 34545 34546 34547 34558 34559 34560 34561\n 34562 34563 34564 34565 34566 34567 34579 34580 34581 34582 34583 34584\n 34585 34586 34587 34588 34589 34590 34599 34600 34601 34602 34603 34604\n 34605 34606 34607 34608 34609 34610 34618 34619 34620 34621 34622 34623\n 34624 34625 34626 34627 34628 34629 34639 34640 34641 34642 34643 34644\n 34645 34646 34647 34648 34663 34664 34665 34666 34667 34668 34669 34670\n 34687 34688 34705 36008 36009 36010 36021 36022 36023 36024 36025 36026\n 36037 36038 36039 36040 36041 36042 36043 36055 36056 36057 36058 36059\n 36060 36061 36062 36063 36064 36076 36077 36078 36079 36080 36081 36082\n 36083 36084 36085 36097 36098 36099 36100 36101 36102 36103 36104 36105\n 36106 36107 36119 36120 36121 36122 36123 36124 36125 36126 36127 36128\n 36129 36130 36140 36141 36142 36143 36144 36145 36146 36162 36202 37479\n 37480 37481 37482 37493 37494 37495 37496 37497 37508 37509 37510 37511\n 37512 37513 37514 37525 37526 37527 37528 37529 37530 37531 37532 37533\n 37534 37545 37546 37547 37548 37549 37550 37551 37552 37553 37554 37566\n 37567 37568 37569 37570 37571 37572 37573 37574 37575 37576 37586 37587\n 37588 37589 37590 37591 37592 37593 37594 37595 37596 37604 37605 37606\n 37607 37608 37609 37663 38850 38851 38852 38861 38862 38863 38864 38874\n 38875 38876 38877 38878 38889 38890 38891 38892 38893 38894 38895 38904\n 38905 38906 38907 38908 38909 38910 38911 38912 38913 38914 38925 38926\n 38927 38928 38929 38930 38931 38932 38933 38934 38935 38936 38937 38947\n 38948 38949 38950 38951 38952 38953 38954 38955 38956 38957 38958 38959\n 38960 38969 38970 38971 38972 38973 38974 38975 38976 38977 38987 38988\n 38989 38990 38991 39002 39003 39004 39027 39083 39106 39109 40156 40157\n 40158 40167 40168 40169 40170 40179 40180 40181 40182 40183 40184 40193\n 40194 40195 40196 40197 40198 40199 40200 40201 40210 40211 40212 40213\n 40214 40215 40216 40217 40218 40219 40220 40231 40232 40233 40234 40235\n 40236 40237 40238 40239 40240 40241 40252 40253 40254 40255 40256 40257\n 40258 40259 40260 40261 40262 40263 40264 40265 40275 40276 40277 40278\n 40279 40280 40281 40282 40283 40284 40286 40296 40297 40298 40299 40300\n 40301 40302 40313 40314 40315 40316 40344 40365 41522 41523 41528 41529\n 41530 41531 41539 41540 41541 41542 41543 41544 41552 41553 41554 41555\n 41556 41557 41558 41559 41568 41569 41570 41571 41572 41573 41585 41586\n 41587 41588 41589 41590 41591 41592 41605 41606 41607 41608 41609 41610\n 41611 41612 41613 41614 41615 41626 41627 41628 41629 41630 41631 41632\n 41633 41634 41635 41636 41637 41650 41651 41652 41653 41654 41655 41656\n 41657 41658 41659 41660 41661 41677 41678 41679 41680 41705 41745 43024\n 43025 43028 43029 43030 43031 43032 43038 43039 43040 43041 43042 43049\n 43050 43051 43052 43053 43054 43055 43056 43064 43065 43066 43067 43068\n 43069 43070 43071 43072 43085 43086 43087 43088 43089 43090 43091 43103\n 43104 43105 43106 43107 43108 43109 43110 43111 43112 43125 43126 43127\n 43128 43129 43130 43131 43132 43133 43134 43135 43136 43148 43149 43150\n 43151 43152 43153 43154 43155 43156 43157 43158 43177 43178 43179 44591\n 44594 44595 44596 44597 44600 44601 44602 44603 44604 44605 44615 44616\n 44617 44618 44619 44620 44621 44622 44623 44636 44637 44638 44639 44640\n 44641 44642 44643 44656 44657 44658 44659 44660 44661 44662 44675 44676\n 44677 44678 44679 44680 44681 44682 44694 44695 44696 44697 44698 44699\n 44700 44702 44721 46326 46337 46338 46339 46340 46341 46355 46356 46358\n 46359 46360 46361 46362 46363 46377 46378 46379 46380 46381 46382 46383\n 46384 46398 46418 46451 48367 48368 48383 48384 48387 48388 48389 48403\n 48425 48448 48504 50680 50696 69967 69985]\n[26743 26768 28454 28481 28508 28509 28533 28534 28557 28558 28581 28582\n 28604 28605 28627 28628 28651 30104 30105 30130 30131 30132 30158 30159\n 30181 30182 30202 30203 30220 30221 30236 30237 30256 31659 31681 31682\n 31701 31702 31719 31720 31735 31736 31749 31765 31784 31809 31835 33211\n 33226 33227 33240 33241 33251 33252 33264 33278 33294 33319 33347 34738\n 34750 34759 34771 34785 34800 34824 34852 34885 36299 36321 36348 36379\n 36413]\n[28450 28477 30101 30127 31655 31677 33189]\n[28532 30157 30180 31680 31700 31718]\n[15473 28870 28897 28898 28918 28919 28920 28936 28937 28938 28956 28957\n 28958 28975 28979 28980 28999 29000 29013 29014 29030 29031 29032 29051\n 29052 29053 29054 29078 30513 30535 30536 30553 30554 30555 30556 30572\n 30573 30574 30575 30590 30591 30592 30593 30608 30609 30610 30611 30612\n 30613 30627 30628 30629 30630 30631 30632 30633 30641 30642 30643 30644\n 30645 30656 30657 30658 31988 32010 32011 32030 32031 32049 32050 32064\n 32065 32066 32082 32083 32084 32100 32101 32102 32116 32117 32118 32119\n 32133 32134 32135 32136 32137 32138 32147 32148 32149 32150 32151 32152\n 32161 32162 32163 32164 32165 32175 32176 32177 32178 32179 33528 33529\n 33546 33547 33560 33561 33576 33577 33592 33593 33594 33610 33611 33625\n 33626 33627 33628 33638 33639 33640 33641 33642 33651 33652 33653 33654\n 33662 33664 33665 33666 33667 33678 35048 35062 35077 35089 35090 35107\n 35108 35124 35125 35137 35138 35139 35148 35149 35150 35151 35159 35160\n 35161 35162 35172 35173 35174 35185 35186 36600 36618 36632 36642 36643\n 36655 36656 36671 36672 36684 36685 36695 36696 36704 36705 36707 36718\n 36719 36735 38136 38147 38159 38172 38182 38191]\n[32169 32170 32171 32185 32186 32187 32188 32189 32199 32200 32201 32202\n 32203 32204 32213 32214 32215 32216 32217 32218 32223]\n[30659 30674 30688 32180 32194 32208 33703]\n[32153 32167 32168 32182 32183 32184 32196 32197 32198 32210 32211 32212\n 32222 33669 33670 33680 33681 33682 33692 33693 33694 33705 33706 33707]\n[32224 32225 32226 32229 32230 32231 32235 32236 32237 32244 32245 32246\n 32247 32264 32265 32266 32286 32287 32309]\n[32238 32239 32248 32249 32250 32251 32252 32253 32254 32267 32268 32269\n 32270 32271 32272 32273 32288 32289 32290 32291 32292 32293 32294 32295\n 32310 32311 32312 32313 32314 32315 32316 32329 32330 32331 32332 32333\n 32334 32335 32420 38410 41088]\n[32242 32256 32257 32274 32275 32296]\n[32243 32258 32259 32260 32261 32262 32276 32277 32278 32279 32280 32281\n 32297 32298 32299 32300 32301 32302 32303 32318 32319 32320 32321 32322\n 32323 32339 32340 32341 32342 32343 32360 32361 32362 32363 32381 32382\n 32383 32384 32408 32409 32410 32434 32435 32436 32459]\n[32282 32304 32305 32324 32325 32344 32345 32365 38428]\n[32350 32351 32352 32353 32354 32371 32372 32373 32392 32393 32394 32417\n 32419 32443 32467 33873 35318 39788]\n[21926 21964 23812 23850 25698 25726 25757 27527 27552 27576 27601 29238\n 29260 29284 29310 30853 30878 30903 32377 32401]\n[27574 27599 29282 29308 30876 30901 32399]\n[32364 32385 32386 32411 32412 32437 32438 32462]\n[25857 27591 27620 27638 27641 27643 27668 29326 29341 29342 29343 29344\n 29361 29362 29363 29381 29382 29383 29384 29407 30918 30919 30920 30938\n 30939 30940 30941 30961 30962 30978 30979 30980 30981 30999 31000 32421\n 32422 32444 32445 32446 32447 32470 32471 32492 32515 33899 33900 33923\n 33924 33925 33948 33949 33971 33994 35408 35432 35457 41111 50180]\n[25858 27642 27669 27670 27705 29364 29386 30963 30983 32472 32494 32516\n 33950 33973 34017 35433 41080]\n[23974 23975 23976 25860 25861 27673 27674 29368 29369 30967 32476]\n[27736 29408 31001 32517 35484]\n[24058 25859 25943 25944 27739 27740 29411 29412 29433 31003 31004 31022\n 32519 32520 32539 33997]\n[31053 31073 31094 31115 31137 31157 32568 32590 32610 32627 32645 34086\n 34105]\n[31074 31095 31116 32611 32628 32646]\n[31054 31078 31102 31126 31148 31170 32526 32549 32550 32569 32570 32571\n 32572 32573 32591 32592 32593 32594 32595 32596 32612 32613 32614 32615\n 32616 32617 32629 32630 32631 32632 32633 32634 32647 32648 32649 32650\n 32663 32666 34002 34003 34026 34027 34028 34051 34052 34053 34072 34073\n 34074 34090 34091 34092 34109 34110 34111 34126 34127 34140 34141 34157]\n[31134 31155 31176 31195 31211 32690 32706 34179]\n[29647 29668 29685 29702 29719 29736 31197 31214 31231 31249 31267 31284\n 32693 32709 32726 32743 32762 32780 34182 34199 34217 34237 35714]\n[31215 31232 31250 32710 32727 32744 32763 34200 34218 35661 35680 35698\n 37155 37174]\n[29722 29723 29739 29740 29741 29756 29757 29758 29772 29773 29790 31234\n 31252 31253 31270 31271 31272 31288 31289 31290 31291 31306 31307 31308\n 31323 32711 32729 32730 32746 32747 32748 32764 32765 32766 32767 32784\n 32785 32801 32817 34183 34202 34203 34220 34221 34222 34238 34239 34240\n 34258 34259 34260 34279 34280 34299 34300 35662 35681 35682 35699 35700\n 35715 35731 35732 35749 35768 35769 37193 37209 37225 64814]\n[29667 29684 29701 29718 29735 31213 31230 31248 31266 31283 32692 32708\n 32725 32742 32761 32779 34165 34181 34198 34216 34236 34255 35659 35678\n 35696 35713 35730 37153 37172 37191 37208 37224 38580 38594 38618]\n[29818 29819 29820 29837 29838 29839 29858 29859 31364 31380 32859 32860\n 32877 34361 34362 35836 37307 38702]\n[24573 24574 24624 24625 24644 24645 24646 24665 26416 26417 26418 26440\n 26441 26442 26443 26444 26464 26465 26466 26467 26468 26469 26486 26487\n 26488 26489 26490 26507 26508 26509 26526 28164 28165 28166 28186 28187\n 28188 28189 28190 28191 28192 28210 28211 28212 28213 28214 28215 28216\n 28232 28233 28234 28235 28236 28252 28253 28254 29793 29794 29809 29810\n 29811 29812 29813 29814 29815 29816 29830 29831 29832 29833 29834 29835\n 29836 29852 29853 29854 29855 29856 29857 29873 29874 29875 29892 29893\n 29910 31287 31305 31321 31322 31338 31339 31340 31342 31343 31344 31345\n 31356 31357 31358 31359 31360 31361 31362 31363 31373 31374 31375 31376\n 31377 31378 31379 31391 31392 31393 31394 31395 31396 31397 31411 31412\n 31413 31414 31415 31416 31433 31434 31435 31451 31452 31453 32781 32782\n 32783 32797 32798 32799 32800 32813 32814 32815 32816 32829 32830 32831\n 32832 32833 32834 32835 32836 32837 32838 32847 32848 32849 32850 32851\n 32852 32853 32854 32855 32856 32868 32869 32870 32871 32872 32873 32874\n 32875 32888 32889 32890 32891 32892 32893 32894 32895 32909 32910 32911\n 32912 32913 32914 32915 32916 32933 32934 32935 32936 32937 32938 32939\n 32954 32955 32956 32957 32958 32959 32960 32975 32976 32977 32978 32979\n 32994 32995 33011 34256 34257 34275 34276 34277 34278 34294 34295 34296\n 34297 34298 34312 34313 34314 34315 34316 34317 34318 34319 34320 34321\n 34322 34329 34330 34331 34332 34333 34334 34335 34336 34337 34338 34348\n 34349 34350 34351 34352 34353 34354 34355 34356 34370 34371 34372 34373\n 34374 34375 34376 34377 34378 34391 34392 34393 34394 34395 34396 34397\n 34398 34399 34400 34415 34416 34417 34418 34419 34420 34421 34422 34423\n 34424 34437 34438 34439 34440 34441 34442 34443 34444 34458 34459 34460\n 34461 34462 34463 34464 34480 34481 34482 34483 34500 35765 35766 35767\n 35783 35784 35785 35786 35787 35788 35789 35790 35791 35792 35803 35804\n 35805 35806 35807 35808 35809 35810 35811 35812 35821 35822 35823 35824\n 35825 35826 35827 35828 35829 35830 35842 35843 35844 35845 35846 35847\n 35848 35849 35850 35851 35866 35867 35868 35869 35870 35871 35872 35873\n 35874 35875 35890 35891 35892 35893 35894 35895 35896 35897 35898 35899\n 35914 35915 35916 35917 35918 35919 35920 35921 35922 35937 35938 35939\n 35940 35941 35942 35958 35959 35960 35977 35978 37269 37270 37281 37282\n 37283 37284 37285 37286 37295 37296 37297 37298 37299 37300 37301 37312\n 37313 37314 37315 37316 37317 37318 37330 37331 37332 37333 37334 37335\n 37336 37337 37338 37339 37340 37356 37357 37358 37359 37360 37361 37362\n 37363 37364 37378 37379 37380 37381 37382 37383 37384 37385 37386 37400\n 37401 37402 37403 37404 37405 37420 37422 37423 37424 37441 37442 37443\n 37460 38672 38684 38685 38694 38695 38696 38706 38707 38708 38709 38710\n 38718 38719 38720 38721 38722 38723 38734 38735 38736 38737 38738 38739\n 38740 38741 38742 38754 38755 38756 38757 38758 38759 38760 38761 38773\n 38774 38775 38776 38777 38778 38794 38795 38796 38797 38814 38815 38816\n 38817 39961 39974 39976 39986 39987 39989 39995 39996 39997 39998 39999\n 40005 40006 40007 40008 40009 40010 40015 40016 40017 40018 40019 40020\n 40026 40027 40028 40029 40030 40031 40039 40040 40041 40042 40043 40044\n 40045 40046 40058 40059 40060 40061 40062 40063 40064 40078 40079 40080\n 40081 40082 40083 40084 40101 40102 40103 40104 40121 40122 40123 41301\n 41318 41320 41333 41334 41336 41345 41346 41347 41348 41349 41357 41358\n 41359 41360 41361 41362 41367 41368 41369 41370 41371 41372 41379 41380\n 41381 41382 41383 41384 41385 41395 41396 41397 41398 41399 41400 41416\n 41417 41418 41419 41440 41441 41442 41443 41464 41465 42790 42830 42831\n 42832 42833 42834 42848 42849 42850 42851 42852 42853 42864 42865 42866\n 42867 42868 42869 42870 42879 42880 42881 42882 42883 42884 42885 42886\n 42893 42894 42895 42896 42897 42898 42913 42914 42915 42916 42917 42937\n 42938 42939 42940 42941 42963 44395 44414 44429 44430 44431 44442 44443\n 44444 44445 44446 44447 44448 44459 44460 44461 44462 44463 44464 44465\n 44466 44483 44484 44485 44486 44487 44505 44506 44507 44508 44528 44529\n 45997 46148 46149 46150 46151 46152 46171 46172 46173 46174 46175 46199\n 46200 46201 46202 46203 46204 46225 46226 46227 46228 46229 46230 46231\n 46232 46254 46255 46256 46257 46258 46280 46281 46300 48097 48130 48160\n 48162 48193 48194 48195 48251 48252 48280 48281 48308 48309 48330 50365\n 50400 50401 50435 50436 50437 50468 50470 50471 50472 50504 50505 50506\n 50538 50563 50564 50565 50591 50592 50593 50594 50617 50618 50619 52644\n 52679 52714 52715 52716 52747 52779 52807 52808 52830 52831 52832 52852\n 54758 68456 69786]"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
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38839 38840 40129 40143 40150]\n[29938 31481 31493 32992 33008 33019 34478 34497 34512]\n[30125 30126 31675 31676 33187 33188 33203 33204 33205 33206 34699 34700]\n[31750 31766 31785 31836 31861 33265 33279 33295 33320 33348 33379 34772\n 34786 34801 34825 34853 34886]\n[30183 30204 30222 30238 30257 31703 31721 31737 31751 31767 31786 31810\n 31837 33266 33280 33296 33321 33349 34787 34802 34826 34854 36323 36350]\n[28711 28729 28741 28751 28766 28784 30323 30346 30369 30383 31862 31888\n 31910 31923 33380 33411 33433 33450 34887 34919 34949]\n[27043 27068 27093 28807 28808 28831 28832 28855 28878 30407 30429 30453\n 30454 30477 30478 30500 30521 31951 31972 31995 32017 32037 33494 33514\n 35023]\n[33590 33591 33608 33609 33624]\n[30564 32092 32109 33602 33618 35097 35098 35099 35100 35114 35115 35116\n 35117 35118 35119 35129 35130 35131 35132 35133 35143 38161 71781]\n[33635 33636 33637 33644 33645 33646 33647 33648 33649 33655 33656 33657\n 33658 33659 33660 33661 33671 33672 33673 33674 33675 33683 33684 33685\n 33686 33687 33695 33696 33697 33698 33699 33700 33708 33709 33710 33711\n 33712 33713 35158]\n[32166 32181 32195 32209 32221 33668 33679 33691 33704 35175 35187 35200\n 59400 59430]\n[33716 33717 33718 33721 33722 33726 33727 33728 33729 33734 33735 33736\n 33737 33738 33748 33749 33750 33751 33766 33767 33768 33786 33787]\n[30915 30935 30936 33730 33739 33752 33753 33769 33770 33771 33772 33788\n 33789 33790 33806 33807 33828 33829 33830]\n[33754 33755 33756 33773 33774 33775 33791 33792 33793 33794 33808 33809\n 33810 33811 33831 33832 33853 52332 54336]\n[25350 33744 33745 33746 33760 33761 33762 33778 33779 33780 33781 33797\n 33798 33799 33800 33818 33819 33820 33821 33822 33839 33840 33841 33842\n 33843 33862 33863 33864 33865 33887 33888 33889 33890 33913 33914 33915\n 33916 33938 33940 35352 35374 35375 35396 35397 35398 35399 35421 35422\n 35423 35447 35448 35474 35475 36962]\n[33743 33758 33759 33776 33777 33795 33796 33815 33816 33817 33837 33838\n 33859 33860 33861 33886]\n[29307 30900 32398 33877 35365 36892 36914]\n[30990 31011 32405 32406 32407 32431 32432 32433 32454 32455 32456 32457\n 32458 32479 32480 32481 32482 32502 32503 32504 32505 32527 32528 33883\n 33884 33885 33909 33910 33911 33912 33933 33934 33935 33936 33937 33957\n 33958 33959 33960 33980 33981 33982 33983 34004 34005]\n[27671 29366 30965 32474 33952 35435 36952 36955 38423]\n[27672 29367 30966 32475 33953 35436]\n[32468 32469 32491 32514 33921 33922 33946 33947 33970 33992 35407 35429\n 35430 35431 35456 35481 36935 36968 36987 36988 36989]\n[27704 29385 30982 32493 33972 35459 36936 36953]\n[32489 32512 32534 33967 33990 34012 34037 35452 35479 35502 35524 36965\n 36985 37009 37025 37040]\n[27896 29545 31035 31036 31059 31060 31083 31084 31107 31131 32507 32529\n 32530 32531 32553 32554 32555 32576 32577 32600 32621 32638 33939 33961\n 33962 33963 33984 33985 33986 34006 34007 34008 34031 34032 34033 34056\n 34057 34058 34077 34078 34079 34095 34096 34114 34115 34130 34131 34144\n 34145 34160 34161 35472 35473 35495 35496 35497 35498 35499 35517 35518\n 35519 35520 35521 35539 35540 35541 35542 35557 35558 35560 35575 35576\n 35593 35594 35608 35609 35622 35623 35635 35636 35653 35654 36961 36981\n 36982 37001 37002 37003 37004 37017 37018 37019 37020 37032 37033 37034\n 37035 37046 37047 37049 37063 37082 37099 37115 37130]\n[27793 29458 29459 31038 31039 31061 31062 32556 32578 32601 34014 34059]\n[27806 27838 29472 29473 29496 29497 29523 29554 29579 31051 31052 31071\n 31072 31092 31093 31113 31114 31135 31136 31156 32566 32567 32588 32589\n 32608 32609 32626 32644 32661 34048 34068 34085 34104 34122 35483]\n[34025 34049 34050 34069 34070 34071 34087 34088 34089 34106 34107 34108\n 34123 34124 35549 35567 35585 37073]\n[32728 32745 34201 34219]\n[26429 29934 29946 31426 31445 31463 31476 31488 31497 32926 32948 32969\n 32987 33003 33016 33022 34431 34452 34473 34492 34508 34515 35908 35931\n 35951 35969 35986 35997]\n[24631 26475 28274 28287 28296 29915 29928 29929 29940 29941 29948 31439\n 31440 31457 31458 31459 31470 31471 31472 31483 31484 31485 31494 31495\n 31496 32944 32964 32965 32980 32981 32982 32983 32996 32997 32998 32999\n 33012 33013 33014 34448 34468 34469 34486 34487 34488 34503 34504 34505]\n[31482 32993 33009 33010 33020 34479 34498 34499 34513 35955 35957 35973\n 35974 35975 35976 35990 35991 35992 35993 36000 37421 37439 37440 37458\n 37459]\n[31500 31501 31509 31510 31511 31512 31513 31524 31525 31526 31527 31528\n 31543 33023 33024 33025 33026 33035 33036 33037 33038 33039 33050 33051\n 33052 33053 33054 33070 33071 33072 34516 34517 34518 34520 34521 34522\n 34523 34524 34525 34533 34534 34535 34536 34537 34538 34549 34550 34551\n 34552 34553 34554 34571 34572 34573 34574 36001 36002 36003 36004 36005\n 36012 36013 36014 36015 36016 36017 36028 36029 36030 36031 36032 36033\n 36047 36048 36049 36050 36051 36068 36069 36070 36071 36092 37471 37472\n 37473 37474 37475 37476 37484 37485 37486 37487 37488 37489 37499 37500\n 37501 37502 37503 37504 37517 37518 37519 37520 37521 37537 37538 37539\n 37540 37561 38853 38854 38855 38856 38857 38865 38866 38867 38868 38869\n 38870 38880 38881 38882 38883 38884 38897 38898 38899 38900 38917 38918\n 38919 38920 38942 38943 40159 40160 40161 40162 40163 40171 40172 40173\n 40174 40175 40185 40186 40187 40188 40189 40204 40205 40206 40207 40224\n 40225 40226 40227 40246 40247 40270 40271 40291 41524 41525 41532 41533\n 41534 41545 41546 41547 41561 41562 41563 41564 41577 41578 41579 41580\n 41598 41599 41620 41621 41644 41645 43033 43034 43043 43044 43057 43058\n 43059 43076 43077 43078 43079 43096 43097 43118 43119 43142 44608 44609\n 44628 44629 44630 44648 44649 44650 44668 44669 44688 46331 46332 46347\n 46348 46349 46370 48363 48377]\n[28322 29966 29967 29983 29984 31523 31538 31539 31540 31541 33049 33068\n 33069 34548 34569 34570 36011 36027 36044 36045 36046 36066 36067 37483\n 37498 37515 37516 37535 37536 38879 38896 38915 38916 40202 40203 40222\n 40223 41560 41576]\n[16965 16980 16981 17002 17025 17048 18971 18972 18996 18997 20876 20877\n 20878 20895 20896 20918 20919 20944 20945 20974 20975 21003 21028 21029\n 21050 21069 22799 22815 22816 22817 22835 22836 22837 22839 22857 22858\n 22859 22860 22884 22885 22886 22913 22914 22915 22916 22917 22939 22940\n 22941 22942 22966 22967 22968 22991 22992 24721 24722 24739 24740 24741\n 24759 24760 24761 24762 24763 24781 24782 24783 24784 24785 24786 24810\n 24811 24812 24813 24814 24840 24841 24842 24843 24863 24866 24867 24868\n 24869 24870 24893 24894 24895 26577 26595 26596 26614 26615 26616 26617\n 26635 26636 26637 26638 26657 26658 26659 26660 26661 26685 26686 26688\n 26689 26714 26718 26742 28321 28338 28339 28357 28358 28359 28376 28377\n 28378 28395 28396 28397 28398 28399 28421 28422 28423 28424 28449 28452\n 28453 28480 28507 29982 29998 29999 30016 30017 30018 30034 30052 30053\n 30054 30075 30076 30077 30078 30079 30100 30103 31537 31553 31554 31570\n 31571 31572 31588 31589 31590 31607 31608 31609 31610 31631 31632 31633\n 31634 31635 31638 31657 31658 31661 33085 33086 33102 33103 33104 33121\n 33122 33123 33124 33141 33142 33143 33144 33145 33165 33166 33167 33168\n 33169 33172 33191 33192 33193 33207 33223 34568 34591 34592 34593 34611\n 34612 34613 34633 34634 34635 34636 34655 34656 34657 34658 34659 34679\n 34680 34681 34682 34683 34701 34703 34704 34718 34719 34734 36065 36086\n 36087 36109 36110 36132 36133 36134 36135 36153 36154 36155 36156 36157\n 36171 36172 36173 36174 36190 36191 36192 36193 36210 36211 36229 37555\n 37556 37577 37578 37598 37599 37600 37614 37615 37616 37617 37631 37632\n 37633 37634 37649 37650 37651 37652 37670 37671 37672 37688 37689 37690\n 37708 38938 38961 38962 38981 38982 38983 38995 38996 38997 38998 39012\n 39013 39014 39015 39030 39031 39032 39051 39052 39070 39071 39092 39093\n 40221 40242 40266 40287 40288 40303 40304 40305 40322 40323 40324 40347\n 40348 40368 40369 40391 40392 40417 40418 40419 41574 41575 41593 41594\n 41595 41616 41617 41639 41640 41641 41663 41664 41665 41685 41686 41687\n 41708 41709 41710 41726 41727 41728 41751 41777 41805 43073 43074 43075\n 43092 43093 43113 43114 43115 43137 43138 43139 43161 43162 43163 43183\n 43184 43185 43205 43224 43245 44663 44665 44683 44685 44706 44725 44727\n 44748]\n[28576 28577 30197 30214 30215 30216 31731 31743 31744 31745 31746 31759\n 33236 33245 33246 33247 33257 33258 33259 33260 33261 33271 33272 34714\n 34715 34716 34717 34733 34745 34746 34753 34754 34755 34756 34763 34764\n 34765 34766 34767 34768 34778 34779 36207 36208 36209 36224 36225 36226\n 36227 36228 36241 36242 36243 36244 36245 36258 36259 36260 36261 36274\n 36275 36276 36292 37701 37702 37721 37743 37744 37769 37770 40435 40465\n 44879]\n[30201 30219 30235 30255 30279 30300 31734 31748 31764 31783 31808 31834\n 31859 33250 33263 33277 33293 33318 33346 33377 34757 34758 34770 34784\n 34799 34823 34851]\n[30239 30258 30280 30302 30347 31752 31768 31787 31811 31838 31863 31889\n 31911 33267 33281 33297 33322 33350 33381 33412 33434 34803 34827 34855\n 34888 34920 36324 36351 36381 36382 36415 36416 36447 36448 36481]\n[21056 21073 33327 33328 33356 33357 33358 33388 33389 33390 33417 33418\n 33419 33439 33440 34807 34808 34809 34810 34833 34834 34835 34836 34837\n 34863 34864 34865 34866 34867 34897 34898 34899 34900 34901 34928 34929\n 34930 34931 34932 34956 34957 34958 34976 36268 36269 36273 36306 36307\n 36308 36309 36331 36332 36333 36334 36360 36361 36362 36363 36364 36392\n 36393 36394 36395 36396 36424 36425 36426 36427 36457 36458 36459 36460\n 36490 36491 36492 36517 36518 36519 36538 36539]\n[35121 35122 35123 35134 35135 35136 35144 35145 35146 35147 35153 35154\n 35155 35156 35157 35163 35164 35165 35166 35167 35168 35180]\n[25312 32191 32192 32193 32206 32207 33650 33663 33676 33677 33688 33689\n 33690 35171 35184 35198 35199 36717 36733 36748 36749]\n[35191 35192 35204 35205 35214 35215 35224]\n[35195 35196 35197 35208 35209 35218 35219 35220 35225 35226 35227 35230\n 35231 35232 35235 35236 35237 35238 35243 35244 35245 35246 35254 35255\n 35256 35257 35265 35266 35278]\n[32241 33731 33732 33740 33741 33742 33757 35239 35247 35248 35249 35250\n 35259 35260 36790]\n[35241 35242 35251 35252 35253 35262 35263 35264 35277]\n[29297 33850 33851 35258 35267 35268 35269 35279 35280 35281 35282 35293\n 35294 35295 35296 35297 35298 36837 36909 38334]\n[35270 35271 35272 35283 35284 35285 35286 35287 35302 35303 35304 35305\n 35306 35307 35308 35323 35324 35325 35326 35327 35328 35345 35346 35347\n 35348 35349 35350 35351 35369 35370 35371 35372 35373 35392 35393 35394\n 35395 35417 35418 35419 35420 35444 35445 35446 36898 36899 36922 36942]\n[35261 35273 35274 35288 35309 35329]\n[35315 35316 35317 35336 35337 35338 35339 36848 36849 36864 36865 36969]\n[27554 27578 29262 29286 29287 29312 30712 30855 30856 30880 30881 30905\n 30906 30928 32337 32338 32358 32359 32379 32380 32402 32403 32404 32427\n 32428 32429 32430 32453 33812 33813 33814 33834 33835 33836 33856 33857\n 33858 33880 33881 33882 33905 33906 33907 33908 33930 33931 33932 33955\n 33956 33979 34001 35301 35321 35322 35342 35343 35344 35367 35368 35389\n 35390 35391 35414 35415 35416 35440 35441 35442 35467 35468 35490 36841\n 36853 36869 36870 36894 36918 36919 36940 36941 36959 36960 36977 36978\n 36996 36997 38413 38426 39750 39764 39791 39800 41081 41115 41130 42509\n 42510 44018 44019 45647 47513]\n[27621 29327 30921 30922 32423 32424 33902 33903 35386 35387 36916 36917\n 38394 38395 39776]\n[33872 33895 33896 33897 33920 35359 35381 35382 35404 35405 35406 36934]\n[25819 27645 29346 30944 32450 33929 35412]\n[27706 29365 29387 30711 30964 30984 32473 33951 35434 39747 39748 41102]\n[32490 33968 33969 35454 35455 35480]\n[22157 25900 27707 29388 30985 32495 32496 33974 33975 35461 36971 36990]\n[24016 25901 27708 29389 30669 30986 32497 33976 35462 35463 36991 38447]\n[31020 32537 32538 34015 34016 35504 35505 35506]\n[35491 35513 35534 35552 35570 35588 37060 37076]\n[35443 35469 35470 35492 35493 35514 35515 35535 35536 35553 35554 35571\n 35572 35589 35590 35604 35605 35619]\n[35512 35532 35533 35550 35551 35568 35569 35586 35587 35601]\n[32551 34029 34030 34054 34055 34075 34076 34093 34094 34112 34113 34128\n 34129 34142 34143 34158 34159 34176 34177 34194 35471 35494 35516 35537\n 35538 35555 35556 35573 35574 35591 35592 35606 35607 35620 35621 35632\n 35633 35634 35650 35651 35652 35671 35672 35673 35691 35692]\n[34125 35602 35603 35616 35617 35618 35630 35631 35649]\n[32625 32643 32660 32676 32691 32707 32724 32741 34067 34084 34103 34121\n 34136 34149 34164 34180 34197 34215 35600 35614 35626 35639 35658 35677\n 35695 37105 37120 37135 37152 37171 37190 38547 38563 38605 39890]\n[35708 35709 35724 35725 35741 35758 35778 35799]\n[29751 31300 32794 34273 35746 37238]\n[29750 31299 34272 34291 35745 35761 35779 35817 37237 37252 37264 37276\n 38655 38666 38667 38679 38680 38690 39971 39982 39983 39993 40002 41311\n 41327 41328 41342 41355 42774 42799 42822 42843 52449 54427]\n[29768 29784 29785 31317 32810 34292 35762 37253 38656 39972 41312]\n[29752 29769 31301 31318 32795 32811 34274 34293 34311 35747 35748 35763\n 35764 35781 35782 37239 37240 37254 37255 37266 37267 37268 38644 38657\n 38658 38668 38669 38670 38671 39973 39984 39985 41329]\n[29894 29895 31398 31399 31417 31418 31419 31420 31421 32896 32897 32917\n 32918 32919 32920 32940 32941 34380 34381 34401 34402 34403 35835 35854\n 35855 35877 35878 37306 37323 37342 37343 38712]\n[31456 31469 32942 32943 32961 32962 32963 34404 34425 34426 34427 35856\n 35879 35880 35900 35901 35902 37324 37325 37344 37345 37365 37366 37367\n 38713 38714 38726 38727 38728 38729 38744 38745 38746 40024 40033 40034\n 40035 40049 40050 41389 41405]\n[34366 34386 34409 35860 35884 37329 37351 37374 38733]\n[31569 31586 31587 31602 31603 31604 31605 33101 33117 33118 33119 33120\n 33136 33137 33138 33139 33140 33156 33157 33158 33159 33160 33161 33162\n 33164 33180 33181 33182 33196 33197 33198 33199 33200 33201 33213 33214\n 33215 33216 33217 33218 34630 34631 34632 34649 34650 34651 34652 34653\n 34654 34671 34672 34673 34674 34675 34676 34677 34678 34689 34690 34691\n 34692 34693 34694 34695 34696 34697 34706 34707 34708 34709 34710 34711\n 34712 34723 34724 34725 34726 34727 34728 34729 34740 36108 36131 36147\n 36148 36149 36150 36151 36152 36163 36164 36165 36166 36167 36168 36169\n 36170 36179 36180 36181 36182 36183 36184 36185 36186 36187 36188 36189\n 36198 36199 36200 36201 36204 36205 36206 36221 36222 36223 36236 36237\n 36238 36253 36254 36257 36271 37597 37610 37611 37612 37613 37622 37623\n 37624 37625 37626 37627 37628 37629 37630 37640 37641 37642 37643 37644\n 37645 37646 37647 37648 37659 37660 37661 37664 37665 37666 37680 37681\n 37682 37697 37698 37699 37716 37717 37739 38978 38979 38980 38992 38993\n 38994 39005 39006 39007 39008 39009 39010 39011 39021 39022 39023 39024\n 39025 39026 39029 39043 39044 39046 39047 39048 39050 39063 39064 39067\n 39068 39069 39082 39104 39135 40317 40318 40319 40320 40321 40341 40342\n 40343 40345 40366 40367 40383 40384 40385 40386 40406 41638 41662 41681\n 41682 41683 41684 41703 41704 41707 41724 41747 41768 43159 43160 43180\n 43181 43182 43201 43202 43204 44723 44724 44746 48620 65940]"
      },
      {
       "output_type": "stream",
       "stream": "stdout",
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37911 37912 39119 39146 39175 39176 39207\n 39208 39236 39237 39263 39264 39289 39290 40450 40480 40481 40510 40540\n 40570 40571 40599 40600 40625 41783 41812]\n[34879 34880 34881 34910 34911 34912 34913 34914 36376 36408 36409 36410\n 36437 36438 36439 36440 36441 36442 37872 37904 37905 37935 37936 37937\n 37967 37968 37969 37992 39258 39283 39284 39285 39310 39311 39312 39313\n 39338 39339 39340]\n[28829 28853 28876 28903 30451 30475 30498 30519 30541 31970 31993 32015\n 32035 32054 32070 33477 33492 33512 33533 33551 33565 33581 33582 35021\n 35037 35052 35066 35081 35094 35095 36507 36529 36549 36566 36584 36603\n 36621 36635 36646 37994 38017 38037 38054 38074 38094 38111 38126 38139\n 39315 39342 39367 39389 39412 39431 39452 39472 39493 39494 39509 39510\n 39525 40671 40697 40698 40722 40723 40745 40746 40766 40789 40790 40813\n 40814 40833 42194]\n[34921 34950 34951 34952 34953 34971 34972 34973 34974 34975 34988 34989\n 34990 34991 34992 35006 35007 35008 35024 35025 36419 36449 36450 36451\n 36452 36482 36483 36484 36485 36509 36510 36511 36512 36532 36533 36534\n 36535 36536 36537 36552 36553 36554 36555 36556 36557 36570 36571 36572\n 36573 36588 36589 36590 36608 37941 37942 37943 37971 37972 37973 37996\n 37997 37998 37999 38021 38022 38023 38024 38025 38026 38027 38042 38043\n 38044 38045 38046 38047 38059 38060 38061 38079 38080 38099 39080 39318\n 39319 39344 39345 39346 39370 39371 39372 39373 39393 39394 39395 39396\n 39397 39398 39417 39418 39419 39420 39421 39422 39436 39437 39438 39439\n 39440 39457 39458 39459 39477 39478 40598 40624 40651 40652 40676 40677\n 40701 40702 40703 40727 40728 40729 40730 40731 40750 40751 40752 40753\n 40754 40770 40771 40772 40773 40774 40794 40795 40796 40797 40818 40819\n 41960 41991 41992 42021 42022 42047 42048 42072 42073 42074 42101 42102\n 42103 42130 42131 42132 42133 42134 42155 42156 42157 42158 42159 42177\n 42178 42179 42180 42198 42199 42200 43438 43469 43500 43529 43554 43556\n 43584 43585 43586 43616 43617 43618 43619 43642 43643 43644 43645 43661\n 43662 43663 43664 43681 43682 43683 43702 44919 44974 45003 45031 45060\n 45091 45119 45144 45146 45174 45175 45176 45204 45205 45206 45207 45228\n 45229 45230 45231 45250 45251 45252 45253 45278 45279 46676 46708 46742\n 46771 46796 46822 46850 46879 46909 46942 46944 46977 47010 47011 47041\n 47042 47070 47071 47099 47100 48698 48731 48764 48797 48826 48854 48885\n 48917 48949 49126 49150 49151 50953 50983 51012 51042 51071 51130 53144\n 53170 53196 53220]\n[36661 36662 36663 36677]\n[36639 36640 36641 36651 36652 36653 36654 36666 36667 36668 36669 36670\n 36680 36681 36682 36683]\n[35169 35170 35181 35182 35183 36650 36665 36679 36688 36689 36690 36691\n 36692 36693 36697 36698 36699 36700 36701 36702 36703 36710 36711 36712\n 36713 36714 36715 36729 36730 36731 36732 38129]\n[35176 35190 35203 35213 36708 36709 36723 36724 36725 36739 36740 36741\n 36754 36755 36756 36764]\n[35188 35189 35201 35202 35211 35212 35223 36721 36722 36737 36738 36752\n 36753]\n[32220 33714 33715 35221 35222 35229 36770 36771 36772 36777 36778 38249\n 38250 38251 38257 38258 38265 38266 38267 38280 39651 39657 39661 39668]\n[35177 35178 35179 35193 35194 35206 35207 35216 35217 36726 36727 36728\n 36742 36743 36744 36745 36746 36747 36757 36758 36759 36760 36761 36765\n 36766 36767 36768 36769 36773 36774 36775 36776 36779 36780 36781 36782\n 36785 36786 36787 36788 36789 36797 36798 36799 36800 36809 36810 36811\n 36820]\n[23441 32227 32232 32233 32234 33719 33720 33723 33724 33725 35228 35233\n 35234 36783 36784 36793 36803 36804 38263 38264 38278 38279 38292 38293\n 38305 39667 39679 39680 39693 39694 39704 39705 39714 39715 39726 39738\n 41051 41062 41063 41072 41073 41082 41083 41091]\n[36791 36802 36813 36814]\n[36794 36795 36796 36805 36806 36807 36808 36815 36816 36817 36818 36819\n 36824 36825 36826 36827 36828 36831 36832 36833 36834 36835 36836 36842\n 36843 38330 38331 38332 38339 38340 38341]\n[29337 29338 29339 30937 35300 36801 36812 36821 36822 36823 36829 36830\n 36839 36840 36852 39723 39724]\n[33747 33764 33765 33784 33785 33803 33804 33805 33825 33826 33845 33846\n 35275 35276 35289 35290 35291 35292 35310 35311 35312 35313 35330 35331\n 35332 35333 35354 35355 36844 36845 36846 36859 36860 36861 36862 36878\n 36879 36880 38348 38349 38350]\n[36857 36858 36874 36875]\n[25787 27622 29328 30923 32425 33878 33904 35366 35388 36893]\n[36854 36855 36856 36871 36872 36873 36895 36896 36897 36920 36921 39769]\n[30942 32448 33926 33927 35409 35410 36889 36937 36938 38371 38411 39790]\n[27644 29345 30943 32449 32580 33928 35411 36939 38412]\n[32465 32466 33944 33945 35425 35426 35427 36930 36931 36948 36949 36950\n 38419]\n[35437 35438 36956 36957 38424]\n[36979 36980 36999 37000 37015 37016 37030 37031 37044 37045 37061 39793]\n[35566 35583 37072 37089 38518 38530 39880]\n[37048 37062 37081 37098 37114]\n[37005 37021 37022 37036 37037 37050 37051 37064 37065 37083 37084 37100\n 37101 37116 37131]\n[37079 37080 37096 37097 37112 37113 37127 37128 37144 37145 37165 37166\n 37184 37185]\n[37077 37078 37093 37094 37095 37109 37110 37111 37124 37125 37126 37141\n 37142 37143 37162 37163 37164 37181 37182 37183 37200 37201 37202 37216\n 37217 37218 37232 37233 37247 37248 37262 37263]\n[29734 31282 32778 34254 35729 37223 38630 39946]\n[37215 37231 37245 37246 37260 37261]\n[34342 34343 35802 35818 35819 35820 37279 37280 37291 37292 37293 37294\n 38682 38683 38691 38692 38693 40004]\n[35987 35998 37416 37435 37454 37466 37470 38809 38828 38843 38848 40075\n 40096 40116 40133 40147]\n[29952 29961 31504 31517 33028 33030 33043 33058 33074 34519 34526 34527\n 34528 34539 34540 34541 34556 34557 34577 34578 34598 34617 36006 36007\n 36018 36019 36020 36034 36035 36036 36052 36053 36054 36072 36073 36074\n 36075 36093 36094 36095 36096 36116 36117 36118 37477 37490 37491 37505\n 37506 37507 37522 37523 37524 37541 37542 37543 37544 37562 37563 37564\n 37565 37584 37585 38858 38859 38871 38872 38885 38886 38887 38888 38901\n 38902 38903 38921 38922 38923 38924 38944 38945 38946 38967 38968 38986\n 39020 40164 40176 40190 40191 40208 40209 40228 40229 40230 40248 40249\n 40250 40251 40272 40273 40274 40292 40293 40294 40310 40329 40353 41535\n 41536 41538 41548 41549 41551 41565 41566 41567 41581 41582 41583 41584\n 41600 41601 41602 41603 41622 41623 41624 41646 41647 41669 41690 41712\n 43035 43037 43045 43046 43048 43060 43061 43062 43063 43080 43081 43082\n 43083 43098 43099 43100 43101 43121 43122 43144 43145 43166 43186 43208\n 43229 44593 44599 44610 44611 44612 44613 44631 44632 44633 44634 44652\n 44653 44654 44671 44672 44673 44690 44691 44709 44730 44753 46325 46333\n 46334 46335 46350 46351 46352 46353 46373 46374 46375 46394 46395 46396\n 46414 46435 46461 46488 48364 48365 48366 48378 48379 48380 48381 48399\n 48400 48401 48421 48422 48423 48444 50677 50678 50693 50694 50731 54796]\n[36219 36220 37678 37679]\n[17400 34722 34737 34749 36194 36214 36232 36248 36264 36283 37653 37673\n 37691 37709 37729 37752 39053 39072 39094]\n[37705 37706 37724 37725 37726]\n[37772 37773 37801 37802]\n[33209 33224 33238 34702 34720 34735 34747 36212 36230 36246 36262 36263\n 36281 36282 36298 36320 36347 36378 37707 37727 37728 37750 37751 37776\n 37777 37806 37840 37874 39115 39116 39141 39142 39169 39201 39231 39259\n 39286 39314 39341 39366 40444 40445 40474 40535 40565 40594 40620 41806\n 41835 41864 41895 43295 43353]\n[37836 37837 37838 37869 37870 37871 37900 37901 37902 37903 39228 39229\n 39230 39254 39255 39256 39257 39280 39281 39282]\n[37830 37863 37895 37926 37956]\n[32205 32219 33701 33702 35210 36734 36750 36751 36762 36763 38215 38229\n 38230 38231 38240 38241 38242 38243 38252 38253 38259 39633 39645 39646\n 39652 39653 39712]\n[35240 36792 38276 38277 38290 38291 38303 38304 38314 38315 38316 38323\n 38324 38325 39678 39691 39692 39702 39703 39713 41060 41061 41071]\n[13883 36923 36943 36944 36947 38260 38268 38269 38270 38271 38272 38281\n 38282 38283 38284 38285 38286 38294 38295 38296 38297 38298 38299 38300\n 38301 38306 38307 38308 38309 38310 38311 38312 38313 38317 38318 38319\n 38320 38321 38322 38326 38327 38328 38329 38337 38338 38342 38386 38398\n 39662 39663 39669 39670 39671 39672 39673 39674 39681 39682 39683 39684\n 39685 39686 39687 39688 39695 39696 39697 39698 39699 39700 39701 39706\n 39707 39708 39709 39710 39711 39716 39717 39718 39719 39720 39721 39722\n 39728 39729 39730 39731 39732 39733 41024 41025 41026 41027 41032 41033\n 41034 41035 41036 41037 41042 41043 41044 41045 41046 41047 41052 41053\n 41054 41055 41056 41057 41058 41064 41065 41066 41067 41068 41069 41074\n 41075 41076 41077 41078 41079 41084 41085 41086 41087 41093 41094 41095\n 41129 41131 42432 42433 42434 42435 42442 42443 42444 42445 42446 42452\n 42453 42454 42455 42456 42460 42461 42462 42463 42464 42467 42468 42469\n 42470 42471 42472 42473 42474 42475 42477 42478 42479 42484 42485 43917\n 43918 43928 43929 43930 43940 43941 43942 43951 43952 43953 43961 43962\n 43963 43969 43970 43971 43972 43977 43978 43979 43980 43987 43988 43989\n 43990 45503 45516 45517 45529 45530 45540 45541 45542 45551 45552 45553\n 45554 45555 45556 45564 45565 45566 45567 45568 45569 45570 45571]\n[38333 38343 38344 38353 38367 39734]\n[35358 36883 36884 36910 38366]\n[33875 35319 35341 35362 36868 36887 36888 38354 38370 39744]\n[27663 32518 32536 33995 33996 35460 35485 35507 36954 36972 38392 38422\n 38436 39774]\n[14712 29519 29550 29575 29599 31006 31068 31089 31110 31132 31153 32522\n 32563 32585 32605 32622 32640 32657 33998 34021 34044 34064 34081 34100\n 34118 34133 35487 35509 35529 35546 35563 35580 35597 35611 36993 37011\n 37027 37042 37055 37069 37086 37102 37117 38449 38462 38476 38488 38498\n 38507 38515 38527 38544 39816 39825 39835 39845 39854 39861 39869 39877\n 39887 41151 41162 41173 41185 41196 41205 41216 41224 41233 42535 42549\n 42563 42577 42593 42608 42623 42637 42650 44054 44067 44084 44101 44118\n 44136 44155 44173 44189 45699 45713 45728 45743 45761 45781 45804 45823\n 45838 47577 47594 47615 47636 47656 47674 47695 47718 47741 49709 49736\n 49766 49798 49829 49858 49887 50181 51980 52011 52038 52069 52103 52138\n 52173 52175 54054 54097 54158 54192]\n[30987 32499 33977 33999 34022 35465 35488 35510 35530 35547 36975 36994\n 37012 37028 37043 37056 38347 38450 38463 38489 38499 39817 39826 39836\n 39846 39855 41163 41174 41186 41197 41206 42564 42578 42594 42609 44085\n 44102 44119 44137 44138 45744 45762 45782 45783 47637 47657 47675 49799\n 49830 52039 54074]\n[38442 38453 38454 38455 38456 38457 38464 38465 38466 38467 38468 38477\n 38478 38479 38480 38481 38490]\n[22204 24102 24103 25984 25985 27772 27773 27803 29438 29439 29467 29468\n 29492 31026 31027 31046 31047 31067 32542 32543 32562 32584 32604 33954\n 34020 34043 34063 34080 34099 35428 35508 35528 35545 35562 37010 37026\n 37041 37054 37068 38461 38475 38487 38497 38506 38543 38559 39824 39834\n 39844 39853 39868 39876 39886 39898 41161 41172 41184 41195 41204 41215\n 41223 41232 41240 42548 42562 42576 42592 42607 42622 42636 42649 42661\n 44083 44100 44117 44135 44154 44172 44188 44201 45760 45780 45803 45822\n 45837 47717 47740 49857 49918 49950 49951 52102 52212 54126 54227 64556]\n[37038 37052 37066 37085 38458 38472 38485 38494 38504 38514]\n[35584 35615 35627 35640 37090 37106 37121 37136 38531 38548 38564]\n[37058 37074 37091 37107 37122 37139 37160 37179 37198 37214 37230 38532\n 38549 38566 38582]\n[37059 37075 37092 37108 37123 37140 37161 37180 37199 38519 38533 38550\n 38567 38583 38596 38608 38622 38623 38634 38635 39891]\n[37147 38469 38470 38471 38482 38483 38484 38491 38492 38493 38501 38502\n 38503 38510 38511 38512 38513 38523 38524 38525 38526 38540 38541 38542\n 38557 38558 38574 38575]\n[38520 38534 38551 38568 38584 38597 38609 38624 38636]\n[38522 38536 38553 38570 38586 38599 38611 38626 38638 38652]\n[38538 38555 38572 38588]\n[35641 35660 35679 35697 37137 37154 37173 37192 38565 38581 38595]\n[38521 38535 38552 38569 38585 38598 38610]\n[38537 38554 38571 38587 38600 38612 38627 38639 38653]\n[38625 38637 38650 38651 38664 38665 38678]\n[35837 37308 37309 38703 38704 40013 40014]\n[22717 28196 35904 35905 35926 35927 35928 35946 35947 35948 35964 35965\n 35966 35982 35983 37347 37369 37370 37371 37391 37392 37393 37410 37411\n 37412 37429 37430 37431 37448 37449 38748 38749 38750 38767 38768 38769\n 38784 38785 38786 38803 38804 38805 38822 38823 38838 40053 40054 40071\n 40072 40092 40112 41427 41451 41473 41492 41507 41515]\n[37478 37492 38860 38873 40155 40166 40178 41527 43027]\n[36233 36249 36265 37692 37710 37730 37753 37779 37808 37842 37876 37909\n 39073 39095 39118 39144 39171 39203 39233 39261 39288 39316]\n[37695 37696 37713 37714 37715 37734 37735 37736 37737 37759 37760 37761\n 37762 37788 37789 37790 37791 37792 37793 37820 37821 37822 37823 37824\n 37853 37854 37855 37856 37887 37888 37889 37919 37920 37921 37949 37950\n 37951 37979 37980 37981 38005 38006 38007 38030 39061 39062 39077 39078\n 39079 39099 39100 39101 39123 39124 39125 39126 39127 39151 39152 39153\n 39181 39182 39183 39184 39185 39186 39212 39213 39214 39215 39216 39217\n 39240 39241 39242 39243 39269 39270 39271 39272 39298 39299 39327 39328\n 39353 39354 39380 39381 40285 40363 40379 40380 40381 40400 40401 40402\n 40403 40427 40428 40429 40430 40456 40457 40458 40459 40460 40486 40487\n 40488 40489 40490 40515 40516 40517 40518 40519 40520 40521 40522 40545\n 40546 40547 40548 40549 40550 40551 40552 40575 40576 40577 40578 40579\n 40580 40605 40606 40607 40608 40609 40610 40632 40633 40634 40635 40636\n 40660 40661 40662 40685 40686 40687 40711 40712 40736 41742 41764 41765\n 41791 41792 41793 41819 41820 41821 41847 41848 41849 41875 41876 41877\n 41878 41904 41905 41906 41907 41908 41909 41910 41935 41936 41937 41938\n 41939 41940 41941 41966 41967 41968 41969 41970 41971 41972 41998 41999\n 42000 42001 42002 42003 42030 42031 42056 42057 42082 42083 42110 42111\n 43417 43446 43447 43477 43478 43508 43509 43537 43538 43564 43565 43593\n 43594 43622 45068 45069 45099 45100 45127]"
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39248\n 39249 39277 39304 40407 40431 40432 40433 40434 40461 40462 40463 40491\n 40523 40554 40584 40614 40640 41769 41770 41797 41822 43265]\n[25311 34832 34862 34894 34895 34896 34925 34926 34927 34955 36287 36305\n 36330 36358 36359 36388 36389 36390 36391 36420 36421 36422 36423 36453\n 36454 36455 36456 36486 36487 36488 36489 36513 36514 36515 36516 37733\n 37757 37758 37786 37787 37817 37818 37819 37849 37850 37851 37852 37881\n 37882 37883 37884 37885 37886 37913 37914 37915 37916 37917 37918 37944\n 37945 37946 37947 37948 37974 37975 37976 37977 37978 38000 38001 38002\n 38003 38004 38028 38029 39209 39238 39239 39265 39266 39267 39268 39291\n 39292 39293 39294 39295 39296 39297 39320 39321 39322 39323 39324 39325\n 39326 39347 39348 39349 39350 39351 39352 39374 39375 39376 39377 39378\n 39379 39399 39400 39401 39402 39403 40541 40572 40573 40574 40601 40602\n 40603 40604 40627 40628 40629 40630 40631 40654 40655 40656 40657 40658\n 40659 40679 40680 40681 40682 40683 40684 40705 40706 40707 40708 40709\n 40710 40732 40733 40734 40735 41963 41964 41965 41995 41996 41997 42024\n 42025 42026 42027 42028 42029 42050 42051 42052 42053 42054 42055 42076\n 42077 42078 42079 42080 42081 42105 42106 42107 42108 42109 42135 43388\n 43389 43413 43415 43416 43442 43443 43444 43445 43473 43474 43475 43476\n 43502 43503 43504 43505 43506 43507 43531 43532 43533 43534 43535 43536\n 43558 43559 43560 43561 43562 43563 43588 43589 43590 43591 43592 43620\n 43621 43646 45035 45062 45064 45093 45094 45095 45096 45097 45098 45121\n 45122 45123 45124 45125 45126 45148 45149 45150 45151 45152 45178 45179\n 45180 45208 45232 46824 46852 46853 46881 46882 46911 46912 46946 46947\n 46978 46979 47012 47013 47043 47044 47072 47073 48887 48888 48919 48920\n 48951 48952 48983 48984 49014 49015 49045 49074 49075 49127 51161 51162\n 51191 51192 51222 51223]\n[36252 36270 36289 36310 36335 36365 36397 36428 36429 36461 36462 36493\n 36494 36520 37738 37741 37763 37764 37765 37768 37794 37795 37796 37825\n 37826 37827 37857 37858 37859 37860 37890 37891 37892 37893 37922 37923\n 37924 37925 37952 37953 37954 37955 37982 37983 38008 39128 39133 39154\n 39155 39156 39157 39187 39188 39189 39218 39219 39220 39244 39245 39246\n 39247 39273 39274 39275 39276 39300 39301 39302 39303 39329 39330 39331\n 39332 39355 39356 39357 40553 40581 40582 40583 40611 40612 40613 40637\n 40638 40639 40663 40664 40665 40688 40689 41746 45218 67187]\n[39307 39308 39309 39335 39336 39337 39358 39359 39360 39361 39362 39363\n 39364 39365 39382 39383 39384 39385 39386 39387 39388 39404 39405 39406\n 39407 39408 39409 39423 39424 39425 39426 39427 39441 39442 39443 39444\n 39445 39461 39462 39463 39464 39465 39481 39482 39483 39484 39485 39500\n 39501 40826 40867 45172]\n[39410 39428 39429 39446 39447 39448 39449 39466 39467 39468 39469 39486\n 39487 39488 39489 39502 39503 39504 39505 39517 39518 39519]\n[39460 39479 39480 39498 39499]\n[38122 38123 38130 38131 38132 38133 38134 38135 38142 38143 38144 38145\n 38146 38157 38158 39450 39470 39490 39506 39507 39520 39521 39522]\n[38171 38181 38190 39546 39557 39571 39585 40951]\n[38192 38204 38205 38206 38219 38220 38221 38232 39590 39606 39607 39623\n 40974]\n[17754 36716 38152 38153 38164 38165 38166 38167 38168 38169 38170 38174\n 38175 38176 38177 38178 38179 38180 38183 38184 38185 38186 38187 38188\n 38189 38193 38194 38195 38196 38197 38198 38199 38200 38207 38208 38209\n 38210 38211 38212 38213 38214 38222 38223 38224 38225 38226 38227 38228\n 38233 38234 38235 38236 38237 38238 38239 38244 38245 38246 38247 38248\n 38254 38255 38256 38261 38262 38273 38274 38275 38287 38288 38289 38302\n 38385 39540 39554 39555 39556 39564 39566 39567 39568 39569 39570 39577\n 39578 39579 39580 39581 39582 39583 39584 39593 39594 39595 39596 39597\n 39598 39599 39600 39610 39611 39612 39613 39614 39615 39616 39617 39626\n 39627 39628 39629 39630 39631 39632 39638 39639 39640 39641 39642 39643\n 39644 39647 39648 39649 39650 39654 39655 39656 39658 39659 39660 39664\n 39665 39666 39675 39676 39677 39689 39690 40943 40944 40945 40960 40961\n 40962 40963 40964 40965 40966 40967 40977 40978 40979 40980 40981 40982\n 40983 40989 40990 40991 40992 40993 40994 40999 41000 41001 41002 41003\n 41004 41008 41009 41010 41014 41015 41016 41017 41020 41021 41022 41023\n 41028 41029 41030 41031 41038 41039 41040 41041 41048 41049 41050 41059\n 42333 42334 42351 42352 42353 42366 42367 42368 42369 42370 42371 42372\n 42373 42380 42381 42382 42383 42384 42385 42386 42391 42392 42393 42394\n 42395 42396 42402 42403 42404 42410 42411 42412 42418 42419 42420 42426\n 42427 42428 42436 42437 42438 42439 42447 42448 42449 42457 42458 42459\n 42465 42466 43804 43817 43818 43833 43834 43849 43850 43862 45387 45405\n 45418]\n[29306 30899 32397 33876 35364 36891 38373 39761]\n[36885 36911 36932 36933 38346 38368 38387 38388 38389 38407 39756 39757\n 39770 39771 39772 39787]\n[29258 33901 35363 35385 36890 36915 38372 38393 39760 39775 41092 41112]\n[38359 38360 38374 38375 38396 39749 39762 39763 39777 39778 39792 41103\n 41113 41114 41123 41124 42489 42497 42503 42504 44001 44002 44008 44009\n 45616 45617 45631 47473 47474 47494 49613 49614 49634 73430]\n[36967 38431 38432 38446 39796 39797 39802 39803 39804 39805 39814 44025]\n[38429 38443 38444 38459 38460 38473 38474 38486 38495 38496 38505 39811\n 39822 39833 39843 39852]\n[39829 39837 39838 39847 39856 39864]\n[39830 39839 39840 39848 39849 39857 39858 39865 39866 39872 39873 39882\n 39883 39895 39896 39906]\n[39813 39820 39831 39832 39841 39842 39850 39851 39859 39860 39867]\n[39874 39875 39884 39885 39897]\n[37129 37146 37167 37186 38539 38556 38573 38589 39881 39894 39905 39914]\n[29622 31174 32673 32689 32722 34146 34147 34162 34178 35624 35637 35655\n 35656 37132 37133 37149 37150 38560 38561 38577 38578 39899 39900 39908\n 39909 41241 41242 41249 41250 42662 42663 42664 42675 42676 44202 44203\n 44204 44214 44215 45851 45852 45853 45864 45865 47762 47763 47764 47783\n 49984 49985 49986 49987 50021 50057 52250 52251 52252 52333 52451 54265\n 54266 54267 56087 56088 56089 58085 58086 60361]\n[32723 32740 34196 34214 35676 35694 37170 37189 38593 38604 39925]\n[26472 28218 32760 34235 35712 37207 38617 39935]\n[38601 38613 39893 39904 39913 39921 39930 39942]\n[39910 39918 39927 39939 39952 39966]\n[39936 39948 39949 39962 39963 39977 39978 39990 39991 41279 41280 41289\n 41290 41291 41292 41302 41303 42739 42765 42766 42792 44319]\n[39937 39950 39964 39979 39992]\n[39926 39938 39951 39965 39980]\n[38640 39902 39911 39919 39920 39928 39929 39940 39941 39953 39954 39955\n 39967 39968 39981]\n[38715 38716 38730 38731 38732 38751 38752 38770 38787 38806 40025 40036\n 40037 40055 40073 40093 40113 40130 40144 41390 41408 41428 41452 41474\n 41493 41508 42926 42973 42993 43009 43016 44559 44576 44584]\n[34465 34466 34484 34485 34501 34502 35943 35944 35961 35962 35979 35980\n 35981 35994 35995 37387 37388 37406 37407 37408 37425 37426 37427 37444\n 37445 37446 37447 37461 37462 38763 38764 38780 38781 38782 38799 38800\n 38801 38818 38819 38820 38821 38835 38836 38837 40048 40066 40067 40086\n 40087 40088 40106 40107 40108 40124 40125 40126 40140 40141 41445 41446\n 41447 41467 41468 41469 41486 41487 41488 41503 41504 41521 42944 42945\n 42946 42966 42967 42968 42986 42987 42988 43003 43004 44491 44512 44513\n 44533 44534 44535 44552 44553 44554 44571 46209 46237 46238 46262 46263\n 46283]\n[34445 34446 34447 34467 35903 35923 35924 35925 35945 35963 37346 37368\n 37389 37390 37409 37428 38747 38766 38783 38802 40051 40069 40089 40109\n 41406 41424 41448 41470 41489 42923 42947 42969 42989 43005 44494 44515\n 44536 44555 44572 46212]\n[37415 37434 37453 37465 37469 38789 38808 38827 40095 40115 40132]\n[26430 38793 38813 38832 38833 38834 40100 40120 40137 40138 40139]\n[38842 38847 40146 40152]\n[30000 31555 31556 31573 31574 33087 33088 33089 33105 33106 34594 34595\n 34596 34597 34614 34615 34616 34638 34661 34662 34685 34686 36088 36089\n 36090 36091 36111 36112 36113 36114 36115 36136 36137 36138 36139 36159\n 36160 36161 36176 36177 36178 36195 36196 36197 36215 36216 36217 36218\n 36234 36235 36250 36251 37557 37558 37559 37560 37579 37580 37581 37582\n 37583 37601 37602 37603 37618 37619 37620 37621 37636 37637 37638 37639\n 37654 37655 37656 37657 37674 37675 37676 37677 37693 37694 37711 37712\n 37731 38939 38940 38941 38963 38964 38965 38966 38984 38985 38999 39000\n 39001 39016 39017 39018 39019 39033 39034 39035 39036 39037 39054 39055\n 39096 40243 40244 40245 40267 40268 40269 40289 40290 40306 40307 40308\n 40325 40326 40327 40328 40349 40350 40351 40352 40370 40371 40393 41596\n 41597 41618 41619 41642 41666 41667 41668 41688 41689 41729 41753 43094\n 43095 43116 43117 43140 43164 44647 44666 44686 44707 46330 46346 46368\n 46389 46409 46431 46457 48360 48374 48394]\n[37658 39039 39040 39041 39058 39059 39074 39075 39097 39098 40332 40333\n 40334 40356 40357 40358 40375 40376 40396 40397 40424 41672 41673 41693\n 41694 41695 41715 41716 41717 41736 41737 41758 41759 41785 43170 43171\n 43189 43190 43191 43211 43212 43213 43214 43232 43233 43253 43254 43277\n 43304 44713 44714 44733 44734 44735 44756 44757 44758 44759 44783 44784\n 44808 44809 44835 44836 44863 46439 46464 46465 46492 46493 46494 46521\n 46522 46552 46553 46584 46585 46614 48471 48490 48491 48518 48519 48546\n 48572 48573 48603 48604 48636 50755 50775 50776 50843 50870 50899 53048\n 53071 53095]\n[40438 40469 40470 40471 40472 40473]\n[40498 40499 40500 40501 40502 40503 40504]\n[37778 37807 37841 37875 39117 39143 39170 39202 39232 39260 39287 40420\n 40446 40475 40505 40536 41779 41807 41836 41865 41896 43271]\n[39042 39060 39076 39120 39121 39122 39147 39148 39149 39150 39177 39178\n 39179 39180 39210 39211 40359 40377 40378 40398 40399 40425 40426 40452\n 40453 40454 40455 40482 40483 40484 40485 40511 40512 40513 40514 40542\n 40543 40544 41718 41738 41739 41760 41761 41762 41763 41786 41787 41788\n 41789 41790 41814 41815 41816 41817 41818 41842 41843 41844 41845 41846\n 41869 41870 41871 41872 41873 41874 41900 41901 41902 41903 41931 41932\n 41933 41934 43234 43235 43255 43256 43257 43258 43259 43278 43279 43280\n 43281 43282 43305 43306 43307 43308 43309 43310 43333 43334 43335 43336\n 43337 43338 43360 43361 43362 43363 43364 43384 43385 43386 43387 43411\n 43412 43414 43440 43441 43471 43472 44837 44838 44864 44865 44892 44893\n 44894 44921 44922 44923 44924 44947 44948 44949 44950 44976 44977 44978\n 44979 45005 45006 45007 45033 45034 45063 46586 46587 46615 46616 46646\n 46647 46648 46649 46678 46679 46680 46681 46710 46711 46712 46713 46744\n 46745 46746 46747 46773 46774 46775 46798 46799 46825 48605 48606 48637\n 48638 48669 48670 48671 48672 48700 48701 48702 48703 48733 48734 48735\n 48736 48766 48767 48768 48769 48799 48800 48828 48829 48856 48857 50926\n 50927 50955 50956 50985 50986 50987 50988 51014 51015 51016 51044 51045\n 51073 51074 51102 51103 53120 53121 53146 53147 53172 53173 53198 53199\n 53222 53246 53247 55102 55103 55125 55126 55152 55153 55177 55200 55201\n 55225 55270 56893 56894 56920 56921 56949 56950 56979 56980 57007 57008\n 57034 57035 57061 57062 57090 57091 57120 57121 57149 59032 59033 59059\n 59060 59089 59090 59120 59121 59152 59153 59183 59184 59213 59214 59246\n 59247 59278 59279 59308 59309 59340 59341 59371 59372 59402 59431 61419\n 61449 61479 61512 61543 61573 61603 61637 61670 61702 61735 61768 61798\n 61799 61829 63693 63728 63759 64052]\n[39199 39200 40528 40529 40530 40531 40532 40533 40534 41892 41893 41894]\n[40492 40524 40555 40585]\n[40557 40558 40559 40560 40586 40587]\n[40561 40562 40563 40564 40588 40589 40590 40591 40592 40593 40615 40616\n 40617 40618 40619 40642 40643 40644 40645 40668 40669 40670]\n[40641 40666 40690 40691 40692 40693 40713 40714 40715 40716 40717 40718\n 40737 40738 40739 40740 40741 40757 40758 40759 40760 40761 40778 40779\n 40780 40781 40802 40803 40804 40805 40825]\n[40742 40743 40762 40763 40782 40783 40806 40807]\n[40667 40694 40695 40696 40719 40720 40721 40744 40764 40765 40784 40785\n 40786 40787 40788 40808 40809 40810 40811 40827 41952 41953 41954 41981\n 41982 41983 41984 42011 42012 42013 42014 42039 42040 42041 42065 42066\n 42067 43493]\n[33535 35039 35040 35054 36531 36551 36568 36569 36586 36587 36605 36606\n 36607 36623 37995 38019 38020 38039 38040 38041 38056 38057 38058 38076\n 38077 38078 38096 38097 38098 38113 38114 39369 39391 39392 39414 39415\n 39416 39433 39434 39435 39454 39455 39456 39474 39475 39476 39495 39496\n 39497 39511 40699 40700 40724 40725 40726 40747 40748 40749 40767 40768\n 40769 40791 40792 40793 40815 40816 40817 40835 40836 40837 40838 40855\n 40856 40857 40877 42071 42100 42129 42152 42154 42174 42175 42176 42195\n 42196 42197 42215 42216 42217 42218 42236 42237 42238 42262 42289 42312\n 43526 43553 43583 43615 43641 43660 43679 43680 43699 43700 43724 43749\n 43774 45000 45028 45057 45088 45116 45143 45173 45276 45302 45329 47096\n 47124 64025 64053]\n[39516 40828 40829 40847 40848 40849 40868 40869 40870]\n[40830 40831 40850 40851 40852 40871 40872 40873]\n[39512 39513 39514 40823 40824 40843 40844 40845 40846 40861 40862 40863\n 40864 40865 40866 42204 42205]\n[39529 39530 39531 39532 39544 39545 40889 40890 40891 40903 40904 40905]\n[39523 39533 39534 39547 39548 39558 39559 39572 39586 39603 39604 39622\n 40874 40892 40906 40907 40917 40918 40930 40931 40952 40953 40969 42285\n 42308 42309 42322 42323 42340 42341 43795]\n[39549 39560 39561 39573 39574 39587 39588 39605 40921 40934 40935 40954\n 40955 40971 40985 40996 41005 41011 42342 42359 42374 42388 43842 43857\n 43868]\n[39550 39551 39562 39563 39575 39576 39589 40910 40911 40922 40923 40936\n 40937 40956 40957 40973]\n[39591 39592 39608 39609 39624 39625 39636 39637 40941 40942 40958 40959\n 40975 40976 40987 40988 42349 42350 42364 42365 42378 42379 43832 43848]\n[36694 36706 36720 36736 38201 38202 38203 38216 38217 38218 39601 39602\n 39618 39619 39620 39621 39634 39635 40968]\n[40972 40986 40997 40998 41006 41007 41012 41013 41018 41019]\n[33978 35466 36976 38439 38440 39807 39808 39809 41140 41141 41142 42522\n 44043]\n[41167 41178 41179 41188 41189 41190 41199 41200 41209]\n[39821 41109 41136 41144 41145 41146 41155 41156 41157 41158 41168 41169\n 41170 41171 41180 41181 41182 41183 41191 41192 41193 41194 41201 41202\n 41203 41211 41212 41213 41221 41222 41229 41230 41231 41239 42507 42513]\n[41210 41219 41220 41227 41228 41237 41238 41246 41247 41255 41264 42686\n 42687 42701 42702 42715 42727 44222 44242 44260 44261 44278 44279]\n[41236 41243 41244 41245 41252 41253 41254 41261 41262 41263 41271 41272\n 41283 41295 42668 42682 42683 42697 42698 42711 42712 42724 42725 44239\n 44257]\n[28104 28119 29733 31281 32777 34252 34253 35727 35728 37221 37222 38628\n 38629 39944 39945 41287 41288 42731 44283]\n[41269 41281 41293 41306 41325]\n[41251 41260 41270 41282 41294 41307]"
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41730 41754 41780 41808 41837 41866 41897]\n[41887 41888 41889 41890 41891]\n[37780 37809 37810 37843 37844 37877 37878 37910 37940 39145 39172 39173\n 39204 39205 39234 39235 39262 39317 39343 40422 40448 40477 40478 40507\n 40508 40538 40539 40568 40569 40597 40623 40648 40673 41755 41781 41782\n 41809 41810 41838 41839 41867 41868 41898 41899 41929 43274 43299 43328\n 43357 44857 44886 44915 44944 44971 44999 45027 45056 45087]\n[41919 41920 41921 41922 41923 41924 41925 41926 41947 41948 41949 41950\n 41951 41978 41979 41980]\n[40566 40595 40621 40646 41927 41955 41985 42015]\n[40649 40650 40674 40675 41958 41988 42018 42044 42045]\n[40567 40596 40622 40647 40672 41928 41956 41957 41986 41987 42016 42017\n 42042 42043 42068 42069 42097 42098 42126 42127]\n[41977 42007 42008 42009 42010 42034 42035 42036 42037 42038 42058 42059\n 42060 42061 42062 42063 42086 42087 42088 42089 42090 42091 42092 42116\n 42117 42118 42119 42120 42121 42141 42142 42143 42144 42145 42165 42166\n 42167 42185 42186 42187 42206 42207 42228 42249]\n[42064 42093 42094 42095 42096 42122 42123 42124 42125 42146 42147 42148\n 42149 42150 42151 42168 42169 42170 42171 42172 42173 42188 42189 42190\n 42191 42192 42193 42208 42209 42210 42211 42212 42213 42214 42229 42230\n 42231 42232 42233 42234 42255 42256 42257 42258]\n[42223 42224 42225 42226 42227 42245 42246 42247]\n[40834 40853 40854 40875 40876 40893 40894 40908 40909 40919 40920 40932\n 40933 42235 42259 42260 42261 42286 42287 42288 42310 42311 42324 42325\n 43723 43746 43747 43748 43772 43773 45301 45327 45328]\n[39526 39527 39528 39535 39536 39537 39538 39552 40879 40880 40881 40882\n 40883 40897 40898 40899 40900 40901 40912 40913 40914 40925 40939 42268\n 42269 42270 42271 42272 42295 42296 42297 42315 42316]\n[40970 40984 40995 42387 42397 42405 42413 42421 43877 43886]\n[42401 42409 42417 42425 42431]\n[42491 42492 42493 42494 42498 42499 42500 42501 42502 44007]\n[41125 41126 42505 42506 44014 44015 44016 44017]\n[35413 35439 36958 38425 39798 39799 41134 41135 42515 42516 42517]\n[42511 42518 42525 42526 42527 42540]\n[42555 42569 42570 42584 42585 42586 42601 42602 42616 42617 42630]\n[42512 42520 42531 42545 42560 42575 42591]\n[42631 42644 42657 42671]\n[39892 39903 39912 42519 42528 42529 42530 42541 42542 42543 42544 42556\n 42557 42558 42559 42571 42572 42573 42574 42587 42588 42589 42590 42603\n 42604 42605 42606 42618 42619 42620 42632 42633 42634 42645 42646 42647\n 42658 42659 42660 42672 42673]\n[34195 35675 35693 37169 37187 37188 38592 38602 38603 39917 39923 39924\n 41259 41267 41268 42691 42705 42706 42707 44229 44247 44248 44249 45897\n 45898 45899 47839 47840 47841 50101 50102 52210 52248 52373 54263]\n[39922 41265 41266 42703 42704 44245 44246 45895 45896 47838]\n[42656 42670 42685 42700 42714]\n[32759 34234 35711 37206 38616 39934 41277 42720 44266 45922 47872 50142]\n[41284 41285 42728 42729 44280 44281 45944 45945 47807 47902 50058]\n[38642 38643 39958 39959 41299 41300 42748]\n[35760 37251 38654 39969 39970 41309 41310 42772 42773 44327 44328 46003\n 46004 46005 47971]\n[42709 42721 42722 42740 42767 42793 42815]\n[38711 38725 40022 40032 41377 41387 42878 42890]\n[38765 40068 41403 41404 41421 41422 41423 42902 42903 42904 42905 42920\n 42921 42922 44470 44471 44492 44493 44514 46182]\n[42910 42911 42912 42933 42934 42935 42936 42958 42959 42960 42961 42962\n 42981 42982 42983 42984 43001 43002 50397]\n[40091 40111 40128 40142 41426 41450 41472 41491 41506 42925 42949 42971\n 42991 43007 44517 44538 44557 44574]\n[41433 41458 41480 41499 42931 42932 42956 42957 42979 42980 42999 43000]\n[38798 40105 41466 41485 42965 42985 44532 44551]\n[42950 42972 42992 43008 43015 44539 44558 44575 46243 46268 46288 46305\n 48238 48268 48296 48318 48336 50579 50605 50626 50642]\n[40165 40177 40192 41526 41537 41550 43026 43036 43047 44592 44598]\n[41674 41675 41676 43172 43173 43174 43175 43176 44715 44716 44717]\n[40335 40336 40337 40338 40339 40340 41696 41697 41698 41699 41700 41701\n 43192 43193 43194 43195 43196 44703 44704]\n[37667 37668 37669 37683 37684 37685 37686 37687 37703 37704 37718 37722\n 37745 39084 39085 39086 39087 39108 39134 39161 39162 39163 39192 39193\n 40346 40364 40388 40389 40390 40405 40409 40410 40411 40412 40413 40414\n 40415 40416 40436 40437 40439 40440 40441 40442 40443 40466 40467 40495\n 40496 40497 40526 40527 41748 41771 41772 41798 41799 41800 41825 41826\n 41827 41828 41851 41852 41853 41854 41855 41882 41883 41884 41885 41886\n 41915 41916 41917 41918 41946 43222 43242 43243 43244 43264 43266 43267\n 43268 43269 43288 43289 43290 43291 43292 43317 43318 43319 43320 43345\n 43346 43347 43348 43372 43373 43374 43375 43398 43399 43400 43401 43426\n 44745 44768 44797 44820 44821 44822 44823 44824 44825 44846 44847 44848\n 44849 44850 44875 44876 44877 44878 44906 44907 44908 44909 44936 44937\n 44938 44963 44964 46568 46569 46570 46571 46572 46573 46600 46601 46602\n 46603 46604 46630 46632 46633 46634 46635 46636 46662 46663 46665 46694\n 46695 46696 46697 46726 48686 48717 48751 50915]\n[40449 40479 40509 41811 41840 43228 43251 43275 43300 43329]\n[41959 41990 42020 42046 43436 43467 43498 43527]\n[40626 40653 40678 40704 41930 41961 41962 41993 41994 42023 42049 42075\n 42104 43359 43410 43439 43470 43501 43530 43557 43587 44891 44920 44946\n 44975 45004 45032 45061 45092 45120 45147 45177 46645 46677 46709 46743\n 46772 46797 46823 46851 46880 46910 46945 48668 48699 48732 48765 48798\n 48827 48855 48886 48918 48950 48982 50925 50954 50984 51013 51043 51072\n 51101 51131 51160 53119 53145 53171 53197 53221 53245]\n[43355 43382 43383 43408 43409 43433 43434 43463 43464 43494 43495 43524\n 43551 43581 43613 43639]\n[41989 42019 43466 43497]\n[42070 42099 42128 42153 43435 43465 43496 43525 43552 43582 43614 43640\n 43659 45142]\n[43611 43612 43635 43636 43637 43638 43655 43656 43657 43658 43674 43675\n 43676 43677 43694 43695 43696 43697 43718]\n[42243 42244 42248 43669 43689 43690 43691 43708 43709 43710 43711 43712\n 43713 43714 43732 43733 43734 43735 45291 47088]\n[38154 38155 38156 39541 39542 39543 40886 40887 40888 40902 42251 42252\n 42253 42254 42277 42278 42279 42280 42281 42301 42302 42303 42304 43716\n 43717 43719 43720 43739 43740 43741 43742 43743 43764 43765 43766 43767\n 43768 43787 43788 43789 43790 45085 45086 45171 45200 45201 45202 45203\n 45222 45224 45225 45226 45227 45244 45246 45247 45248 45249 45269 45271\n 45272 45273 45274 45275 45295 45296 45297 45298 45299 45300 45320 45321\n 45322 45323 45324 45325 45326 45347 45348 45349 45350 45370 45371 46941\n 46973 46974 46975 47006 47007 47008 47038 47039 47040 47066 47067 47068\n 47069 47092 47093 47094 47095 47118 47119 47120 47121 47122 47142 47143\n 47165 49124 49125 49148 49149 49172 61731 61764 64016]\n[43698 43721 43722 43744 43745 43769 43770 43771 43791 43792 43793 43794\n 43809]\n[42273 42274 43760 43786]\n[39515 40940 42298 42299 42317 42318 42330 42331 42332 42347 42348 43731\n 43756 43757 43758 43782 43783 43784 43800 43801 43802 43813 43814 43815\n 43829 43830 43831 43847 45338 45339 45340 45364 45365 45366 45382 45383\n 45384 45401 45402 45403 45416 45417 45430 45441 45451 45461 47135 47158\n 47159 47182 47183 47184 47205 47206 47207 47222 47223 47235 47236 47246\n 49163 49187 49188 49212 49213 49216 51388]\n[42398 42406 42414 42422 43878 43887 43895 43903 45456 45465 45475 45485\n 45496 45509 47308]\n[42407 42408 42415 42416 42423 42424 42429 42430 42440 42441 42450 42451\n 42476 43888 43896 43897 43904 43905 43913 43914 43924 43925 43936 43937\n 43947 43948 43957 43958 43966 43973 45497 45498 45510 45511 45523 45524\n 45535 45536 45546 45547 45559 45560 45572 45573]\n[43995 43996 43997 43998 44003 44004 44005 44006 47532]\n[42523 42524 44044 44045 45685 45686 45687 47555 47556 47557 49681 49682]\n[44052 44064 44081 44082 44099 44116]\n[42539 42554 42568 42582 42583 42599 42600 42615 44089 44090 44106 44107\n 44108 44109 44123 44124 44125 44126 44143 44144 44145 44164]\n[44050 44062 44079 44097 44114 44133 44152]\n[42598 42613 42614 42628 42629 42643 44142 44162 44163 44180 44181 44196]\n[41214 42621 42635 42648 44153 44171 44187]\n[32587 32607 32624 32642 32659 32675 34045 34065 34066 34082 34083 34101\n 34102 34119 34120 34134 34135 34148 34163 35548 35564 35565 35581 35582\n 35598 35599 35612 35613 35625 35638 35657 37057 37070 37071 37087 37088\n 37103 37104 37118 37119 37134 37151 38421 38500 38508 38509 38516 38517\n 38528 38529 38545 38546 38562 38579 39862 39863 39870 39871 39878 39879\n 39888 39889 39901 41207 41217 41218 41225 41226 41234 41235 42610 42624\n 42625 42638 42639 42640 42651 42652 42653 44156 44157 44174 44175 44176\n 44190 44191 44192 45805 45806 45824 45825 45826 45839 45840 47696 47719\n 47720 47742 49888 49919 70775 70784]\n[44061 44076 44077 44078 44094 44095 44096 44110 44111 44112 44113 44127\n 44128 44129 44130 44131 44132 44146 44147 44148 44149 44150 44151 44165\n 44166 44167 44168 44169 44170 44182 44183 44184 44185 44186 44197 44198\n 44199 44200 44209 44210 44211 44223 44224 44225 44243 44244]\n[37204 38614 39931 39932 41273 41274 41275 42716 42717 42718 44262 44263\n 44264 45917 45918 45919 45920 45943 47868 47869 47870 47901 50138 50139\n 50140 52409 52410 52411 52533 52573 54397]\n[35710 37205 38615 39933 41276 42719 44265 45921 47871]\n[42681 42696 42710 42723 44238 44256 44274 44294 44322 45938 45965]\n[37220 39943 41286 42730 44282 45946]\n[35744 37236 38641 39957 41298 42747 44301 45973 47938]\n[42741 42768 42794 42816 44272 44273 44292 44293 44320 44321 44349]\n[41314 41330 41343 42734 42754 42780 42805 42826 44287 44308 44335 44362\n 44388]\n[38357 38358 41317 42735 42736 42757 42758 42759 42783 42784 42785 42808\n 42809 42829 44288 44311 44312 44313 44338 44339 44340 44365 44366 44367\n 44391 44392 44412 44427 45957 45958 45986 45987 45988 46018 46019 46020\n 46048 46049 46050 46076 46077 46078 46102 47883 47919 47920 47955 47956\n 47957 47989 47990 47991 47992 48023 48024 48025 48026 48059 48060]\n[42789 42811 44346 44347 44348 44370 44371]"
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41945 41973 41974 41975 41976 42004 42005 42006 42032\n 42033 43199 43200 43218 43219 43220 43237 43238 43239 43240 43260 43261\n 43262 43284 43285 43286 43287 43313 43314 43315 43316 43342 43343 43344\n 43369 43370 43371 43395 43396 43397 43422 43423 43424 43425 43451 43452\n 43453 43480 43481 43482 43510 43511 44720 44743 44744 44747 44769 44770\n 44771 44772 44792 44793 44794 44795 44796 44817 44818 44819 44842 44843\n 44844 44845 44871 44872 44873 44874 44902 44903 44904 44905 44932 44933\n 44934 44935 44959 44960 44961 44962 44987 44988 44989 44990 44991 45015\n 45016 45017 45042 45071 45101 45128 45156 45234 46450 46454 46477 46478\n 46480 46481 46505 46507 46509 46534 46535 46536 46537 46538 46539 46540\n 46565 46566 46567 46595 46596 46597 46598 46599 46625 46626 46627 46628\n 46629 46631 46658 46659 46660 46661 46664 46690 46691 46692 46693 46722\n 46723 46724 46725 46727 46756 46757 46758 46784 46785 46807 46808 46832\n 46833 46834 46847 46859 46860 46861 46890 46891 46921 46922 46955 46986\n 47019 48505 48506 48531 48532 48533 48559 48560 48561 48562 48586 48587\n 48588 48589 48590 48591 48592 48593 48617 48618 48619 48621 48622 48623\n 48624 48625 48648 48649 48650 48651 48652 48653 48654 48655 48681 48682\n 48683 48684 48685 48687 48688 48709 48710 48711 48712 48713 48714 48715\n 48716 48718 48742 48743 48744 48745 48746 48747 48748 48749 48775 48776\n 48777 48778 48779 48780 48781 48782 48808 48809 48810 48811 48812 48813\n 48823 48837 48838 48839 48840 48841 48865 48866 48867 48868 48869 48896\n 48897 48898 48899 48900 48929 48930 48931 48932 48933 48961 48963 48993\n 49024 50809 50833 50834 50856 50857 50858 50859 50860 50884 50885 50886\n 50887 50888 50889 50890 50913 50914 50916 50917 50918 50919 50920 50938\n 50939 50940 50941 50942 50943 50944 50945 50967 50968 50969 50970 50971\n 50972 50973 50974 50997 50998 50999 51000 51001 51003 51026 51027 51028\n 51029 51030 51055 51056 51057 51058 51059 51084 51085 51086 51087 51088\n 51089 51113 51114 51115 51116 51117 51141 51142 51143 51144 51145 51172\n 51173 51174 51175 51176 51202 51203 51204 51205 51206 53040 53059 53060\n 53061 53062 53084 53085 53086 53087 53088 53089 53109 53110 53111 53112\n 53113 53115 53132 53133 53134 53135 53136 53137 53138 53139 53140 53141\n 53158 53159 53160 53161 53162 53163 53164 53185 53186 53187 53188 53189\n 53190 53191 53210 53211 53212 53213 53232 53233 53234 53235 53257 53258\n 53259 53260 53261 53281 53282 53283 53284 53285 53286 53305 53306 53307\n 53308 53309 53310 53330 53331 53332 53333 53334 53335 53358 53359 53360\n 53361 53362 53384 53385 54992 54993 54994 55014 55015 55016 55017 55018\n 55041 55042 55043 55044 55045 55067 55068 55069 55070 55071 55092 55093\n 55094 55095 55097 55098 55116 55117 55118 55119 55138 55139 55140 55141\n 55142 55143 55144 55164 55165 55166 55167 55168 55169 55170 55171 55187\n 55188 55189 55190 55191 55192 55193 55194 55212 55213 55214 55215 55216\n 55217 55237 55238 55239 55240 55241 55262 55263 56770 56771 56797 56798\n 56799 56800 56825 56826 56827 56828 56853 56854 56855 56856 56857 56879\n 56880 56881 56882 56883 56908 56909 56910 56911 56912 56913 56914 56934\n 56935 56936 56937 56938 56939 56940 56963 56964 56965 56966 56967 56968\n 56969 56993 56994 56995 56996 56997 56998 57022 57023 57024 57025 57026\n 57049 57050 57051 57052 57053 57076 57077 57078 57079 57080 57105 57106\n 57107 57108 57109 57135 57136 57162 57163 57188 58906 58907 58934 58935\n 58936 58963 58964 58991 58992 59017 59018 59020 59046 59047 59048 59074\n 59075 59076 59077 59079 59104 59105 59106 59107 59108 59135 59136 59137\n 59139 59167 59168 59169 59170 59171 59196 59197 59198 59199 59200 59201\n 59227 59228 59229 59230 59232 59260 59261 59262 59263 59264 59265 59266\n 59267 59292 59293 59294 59295 59296 59297 59298 59299 59300 59322 59323\n 59324 59355 59459 61197 61434 61464 61465 61494 61495 61496 61497 61526\n 61527 61555 61556 61557 61558 61582 61583 61584 61585 61586 61587 61614\n 61615 61616 61617 61618 61619 61620 61649 61650 61651 61652 61653 61654\n 61655 61656 61657 61681 61682 61683 61684 61685 61686 61687 61688 61689\n 61690 61691 61713 61714 61715 61716 61717 61718 61730 61746 61747 61748\n 61749 61750 61751 61778 61779 61780 61781 61782 61783 63743 63774 63820\n 63840 63841 63842 63843 63844 63845 63871 63872 63873 63874 63875 63876\n 63877 63878 63907 63908 63909 63910 63911 63912 63913 63914 63941 63942\n 63943 63944 63945 63946 63947 63948 63949 63950 63973 63974 63975 63976\n 63977 63978 63979 63980 63981 63982 64002 64003 64004 64005 64006 64007\n 64008 64009 64010 64029 64030 64031 64032 64033 64034 64035 64036 64037\n 64038 64039 64058 64059 64060 64061 64062 64063 64064 64065 64089 64090\n 65810 65831 65832 65833 65834 65835 65836 65864 65865 65866 65867 65868\n 65869 65870 65899 65900 65901 65902 65903 65904 65928 65929 65930 65931\n 65932 65933 65934 65944 65954 65955 65956 65957 65958 65959 65960 65961\n 65978 65979 65980 65981 65982 65983 65984 65994 66005 67561 67562 67563\n 67587 67588 67611 69072 69093 69162 70481 70495]\n[44884 44913 44942 44943 44970 44998 45026 45055 46638 46670 46702 46737\n 48661]\n[43402 43403 43404 43405 43406 43407 43427 43428 43429 43430 43431 43432\n 43454 43455 43456 43457 43458 43459 43460 43461 43462 43484 43485 43486\n 43487 43488 43489 43490 43491 43492 43514 43515 43516 43517 43518 43519\n 43520 43521 43522 43523 43542 43543 43544 43545 43546 43547 43548 43549\n 43550 43571 43572 43573 43574 43575 43576 43577 43578 43579 43580 43602\n 43603 43604 43605 43606 43607 43608 43609 43610 43629 43630 43631 43632\n 43633 43634 43651 43652 43653 43654 43670 43671 43672 43673 43692 43715\n 43738 44966 44967 44968 44969 44994 44995 44996 44997 45021 45022 45023\n 45024 45025 45048 45049 45050 45051 45052 45053 45054 45077 45078 45079\n 45080 45081 45082 45083 45084 45107 45108 45109 45110 45111 45112 45113\n 45114 45115 45134 45135 45136 45137 45138 45139 45140 45141 45163 45164\n 45165 45166 45167 45169 45170 45193 45194 45195 45196 45198 45199 45219\n 45220 45223 45241 45245 45270 46733 46734 46735 46736 46763 46764 46765\n 46766 46789 46790 46791 46813 46814 46815 46816 46817 46842 46843 46844\n 46845 46846 46871 46872 46873 46874 46875 46902 46903 46904 46905 46906\n 46936 46937 46938 46939 46940 46969 46970 47002 47003 47035 48722 48723\n 48724 48725 48756 48757 48758 48759 48789 48790 48791 48792 48793 48819\n 48820 48821 48822 48848 48849 48850 48851 48852 48874 48875 48876 48877\n 48878 48879 48880 48881 48882 48883 48905 48906 48907 48908 48909 48910\n 48911 48912 48913 48939 48940 48941 48942 48943 48944 48945 48972 48973\n 48974 48975 48976 48977 49004 49005 49006 49007 49009 57228 61760 61762\n 64013 64042 65913 65962 69165 69185 69207 69228 70509]\n[43437 43468 43499 43528 43555 44973 45002 45030 45059 45090 45118 45145\n 46741 46770 46795 46821 46849 46878 46908 46943 46976 47009 48730 48763\n 48796 48825 48853 48884 48916 50982 51011 51041 53169]\n[36255 40801 42084 42085 42113 42114 42115 42138 42139 42140 42163 42164\n 42184 43483 43512 43513 43539 43540 43541 43567 43568 43569 43570 43598\n 43599 43600 43601 43626 43627 43628 43650 45043 45072 45073 45074 45102\n 45103 45104 45105 45130 45131 45132 45133 45159 45160 45161 45162 45189\n 45190 45191 45192 45216 45217 46809 46836 46865 46896]\n[36463 40755 40756 40775 40776 40777 40798 40799 40800 40820 40821 40822\n 40839 40840 40841 40842 40858 40859 40860 40878 42112 42136 42137 42160\n 42161 42162 42181 42182 42183 42201 42202 42203 42219 42220 42221 42222\n 42239 42240 42241 42242 42265 42266 42267 42294 43566 43596 43597 43623\n 43624 43625 43647 43648 43649 43665 43666 43667 43668 43684 43685 43686\n 43687 43688 43703 43704 43705 43706 43707 43727 43728 43729 43730 43753\n 43754 43755 43779 43780 43796 45129 45157 45158 45185 45186 45187 45188\n 45212 45213 45214 45215 45235 45236 45237 45238 45239 45256 45257 45258\n 45259 45260 45280 45281 45282 45283 45284 45285 45306 45307 45308 45309\n 45310 45335 45336 45337 45359 45360 45361 45376 45377 45395 45396 46862\n 46892 46893 46923 46924 46925 46956 46957 46958 46959 46987 46988 46989\n 46990 47020 47021 47022 47023 47024 47025 47050 47051 47052 47053 47054\n 47055 47075 47076 47077 47078 47079 47080 47102 47103 47104 47105 47106\n 47107 47108]\n[45168 45197 45221 45243]\n[45240 45261 45262 45263 45264 45265]\n[40895 40896 42263 42264 42290 42291 42292 42293 43701 43725 43726 43750\n 43751 43752 43775 43776 43777 43778 45277 45303 45304 45305 45330 45331\n 45332 45333 45355 45356 45357 45358 47097]\n[42313 42314 42326 42327 42328 42343 42344 42345 42361 42376 42390 42400\n 43797 43798 43810 43811 43826 43827 43844 43859 45362 45363 45379 45380\n 45398 45399 45413 45414 45427 45438 47155 47156 47157 47179 47180 47202\n 47203 47219 47220 47232 47243 49184 49185 49186 49211]\n[42360 42375 42389 42399 43825 43843 43858 43869 43879 45426 45437 45447\n 45457]\n[40924 40938 42329 42346 42362 42363 42377 43781 43799 43812 43828 43845\n 43846 43860 43861 43871 43872 43881 43882 43890 43891 43899 45381 45400\n 45415 45428 45429 45439 45440 45449 45450 45459 45460 45468 45469 45479\n 47181 47204 47221 47233 47234 47244 47245 47254 47255 47267 47268 47282\n 47283 47296]\n[43870 43880 43889 45448 45458 45466 45467 45476 45477 45486 45487]\n[43898 43906 43915 43926 43938 43949 43959 43967 43968 43974 43975 43976\n 43984 45478 45488 45499 45512 45525 45537 45548 45561 45562 45563 45574\n 45575 45576 45577 45590 47295 47311 47326 47341 47357 47373 47374 47391\n 47392 47406 47407 47422 47423 47424]\n[45471 45481 45491 45502 45515 45528 45539 45550]\n[42481 42482 42483 43981 43982 43983 45586 45587 45588 45589 47425 47438\n 47439 47440 47441]\n[42490 45582 45583 45584 45585 45596 45597 45598 45599]\n[43993 43994 45602 45603]\n[43986 45592 45604 45605]\n[45625 45626 45640 45641 45642 45643 45659]\n[45627 45628 45629 45630 45644 45645 45663 45683 45698]\n[44029 44030 44031 44032 45665 45666 45667 45668 45669 47533 47534 47535\n 49656 49657 49658 49659 51905 53939 53955 53956]\n[35380 35453 36966 36986 38430 38445 39812 39823 41133 41137 41139 41147\n 41148 41149 41159 41160 42521 42532 42533 42546 42547 42561 44026 44027\n 44028 44041 44042 44065 45664 45682 45684 45697 45711 45712 45726 45727\n 45742 47574 47591 47592 47612 47613 47634 49734 49763 49764 49796]\n[42486 42487 44051 44063 44080 44098 44115 44134 45660 45661 45680 45681\n 45694 45695 45696 45709 45710 45724 45725 45740 45741 45758 45759 45778\n 45779 45801 45802]\n[45766 45767 45786 45787 45788 45789 45808 45809 45810 45811 45828 45829\n 45830 45844 45845 45858 45859 45873 47772 47773 47798 47799 47827]\n[45753 45754 45755 45772 45773 45774 45775 45793 45794 45795 45796 45797\n 45798 45814 45815 45816 45817 45832 45833 45847 47466]\n[45723 45738 45739 45756 45757 45776 45777 45799 45800 45818 45819 45820\n 45821 45834 45835 45836 45848 45849 45850 45860 45861 45862 45874 45875\n 45876 45893 45894 45916 45942]\n[37148 38576 38590 39907 39915 41248 41256 41257 42674 42688 42689 44212\n 44213 44226 44227 45863 45877 47781 47782 47808 50019 50020]\n[42669 42684 42699 42713 42726 44241 44259 44277 44297 45892 45915 45940\n 45941 45968 45969]\n[39956 41296 41297 42745 42746 44298 44299 44300 45970 45971 45972 47937\n 50221]\n[44285 44304 45927 45953 45980 47913 47948]\n[41308 41326 42771 42797 42798 44326 44353 44354 46002 46034 46035 46036\n 48006]\n[42732 42749 42775 42800 44284 44303 44330 44357 45926 45952 45979 46010\n 46040]\n[42760 42786 44314 44341 45989 46021 46051]\n[42742 42743 42744 42769 42770 42795 42796 42818 42840 44240 44258 44275\n 44276 44295 44296 44323 44324 44350 44351 44352 44373 44375 44376 44377\n 44399 44400 44418 45913 45939 45966 45967 45999 46000 46001 46030 46031\n 46032 46033 46058 46059 46060 46083 46084 46085 46106 47933 47968 47969\n 48003 48004 48005 48036 48037 48038 48039 50216 50253 50254 50292 50293\n 50331 50332 50333 52530 52571 52609 52610 52611 54502]\n[41315 41316 41331 41332 41344 42755 42756 42781 42782 42806 42807 42827\n 42828 42845 42846 42847 42862 42863 44309 44310 44336 44337 44363 44364\n 44389 44390 44409 44410 44411 44425 44426 44441 45985 46016 46017 46046\n 46047 46074 46075 46098 46099 46100 46119 46120 46141 46142 46166 46191\n 46219 46247 48087 48088 48089 48117 48118 48148 48149 48179 48180 50420\n 50421 50453 50454 50489 52698 52699 52732 52733 52764 54650 54678]\n[40012 42819 42820 42859 42860 44378 44379 44401 44419 44420 46061 46062\n 46063 46086 46107 46108 48040 48041 48071 48072 48101 48102 50334 50369\n 50404]\n[38724 40047 41386 41401 41402 42887 42888 42889 42899 42900 42901 42918\n 42942 42964 44451 44452 44453 44467 44468 44469 44488 44489 44509 44510\n 44530 44531 46154 46155 46156 46157 46176 46177 46178 46179 46180 46205\n 46206 46207 46210 46211 46233 46234 46235 46236 46259 46260 46261 46282\n 48164 48165 48166 48167 48196 48197 48198 48199 48200 48227 48228 48229\n 48230 48231 48232 48233 48257 48258 48259 48260 48286 48287 48288 48310\n 50473 50474 50475 50476 50507 50508 50509 50510 50539 50540 50541 50542\n 50543 50544 50545 50569 50573 50574 50596 50597 50598 50599 50600 50601\n 50620 50621 50622 50637 50638 50651 50652 52809 52810 52811 52812 52853\n 52854 52868 52869 54742]\n[42924 42948 42970 42990 43006 44472 44495 44516 44537 44556 44573 46241\n 46266 46286 46303 46315 48266 48294]\n[41388 46239 46240 46264 46265 46284 46285 46301 46302 46314]\n[38788 38807 38826 38841 38846 40038 40056 40074 40094 40114 40131 40145\n 40151 41409 41429 41453 41475 41494 41509 41516 42892 42907 42927 42951\n 42974 42994 43010 43017 43021 44455 44475 44496 44540 44560 44577 44585\n 46188 46216 46244 46270 46290 46307 46318 48209 48240 48270 48298 48320\n 48338 48350 50520 50552 50581 50607 50628 50644 50656 52793 52820 52844\n 52877 52887 52893 54751]\n[41430 41454 41476 41495 41510 41517 41520 42952 42975 42995 43011 43018\n 43022 44541 44561 44578 44586 46308 46319 46322]\n[41732 43207 44729 44752 44778 44804 44831 44858 44887 44916 46487 46516\n 46547 46579 46609 46641 46673 46705 46739 46768 46793 46819 48512 48540\n 48567 48598 48631 48664 48695 48728 48761 48794 48824 50838 50865 50894\n 50921 50950 50980 53043 53066 53090 55022 55048 56806 56834 58942 58971]\n[41711 41731 43226 43249 43273 43298 43327 43356 44750 44776 44802 44829\n 46485 46514 46545 46577 48565 48596]\n[43227 43250 44751 44777 44803 44830 46486 46515 46546 46578 48597]\n[43231 43252 43276 43303 43332 44782 44807 44834 44862 46520 46551 46583\n 46613 48571 48602 48635 50842 50869 50898 53047 53070 53094]\n[43358 44889 44918 44945 46643 46675 46707 48697]\n[37799 43283 43311 43312 43339 43340 43341 43365 43366 43367 43368 43390\n 43391 43392 43393 43394 43418 43419 43420 43421 43448 43449 43450 43479\n 44899 44900 44901 44927 44928 44929 44930 44931 44954 44955 44956 44957\n 44958 44983 44984 44985 44986 45013 45014 45041 45070 46654 46655 46656\n 46657 46685 46686 46687 46688 46689 46717 46718 46719 46720 46721 46751\n 46752 46753 46754 46755 46781 46782 46783 46806]\n[46666 46667 46668 46698 46699 46700 46701]\n[36203 44925 44926 44951 44952 44953 44980 44981 44982 45008 45009 45010\n 45011 45012 45037 45038 45039 45040 45066 45067 46682 46683 46684 46714\n 46715 46716 46748 46749 46750 46776 46777 46778 46779 46780 46802 46803\n 46804 46805 46828 46829 46830 46831 46858 46887 48704 48705 48706 48707\n 48708 48737 48738 48739 48740 48741 48770 48771 48772 48773 48774 48802\n 48803 48804 48805 48806 48807 48833 48834 48835 48836 48861 48862 48864]\n[46608 46640 46672 46704 46738 46767 46792 46818 48630 48663 48694 48727\n 48760]\n[44972 45001 45029 45058 45089 45117 46706 46740 46769 46794 46820 46848\n 46877 46907]\n[46841 46869 46870 46898 46899 46900 46901 46931 46932 46933 46934 46935\n 46965 46966 46967 46968 46996 46997 46998 46999 47000 47001]\n[46835 46863 46864 46866 46894 46895 46897 46926 46927 46928 46929 46930\n 46960 46961 46962 46963 46964 46991 46992 46993 46994 46995 47026 47027]\n[45154 45182 45209 46952 46983 47017]\n[45288 45289 45290 45311 45312 45313 45314 47109 47110 47111 49139 49140\n 49141]\n[43785 43803 43816 45367 45385 45404 47161 47185 49190 49214 49215 49238]\n[47098 47125 47126 47148 47149 47170 47171 47193]\n[39553 39565 40885 40915 40916 40926 40927 40928 40929 40946 40947 40948\n 40949 40950 42282 42283 42284 42305 42306 42307 42319 42320 42321 42335\n 42336 42337 42338 42339 42354 42355 42356 42357 42358 42480 42488 43805\n 43806 43807 43808 43819 43820 43821 43822 43823 43824 43835 43836 43837\n 43838 43839 43840 43841 43851 43852 43853 43854 43855 43856 43863 43864\n 43865 43866 43867 43873 43874 43875 43876 43883 43884 43885 43892 43893\n 43894 43900 43901 43902 43909 43910 43911 43912 43919 43920 43921 43922\n 43923 43931 43932 43933 43934 43935 43943 43944 43945 43946 43954 43955\n 43956 43964 43965 45351 45352 45353 45354 45372 45373 45374 45375 45388\n 45389 45390 45391 45392 45393 45406 45407 45408 45409 45410 45411 45419\n 45420 45421 45422 45423 45424 45431 45432 45433 45434 45435 45442 45443\n 45444 45445 45452 45453 45454 45455 45462 45463 45464 45472 45473 45474\n 45482 45483 45484 45492 45493 45494 45495 45504 45505 45506 45507 45508\n 45518 45519 45520 45521 45522 45531 45532 45533 45534 45543 45544 45545\n 45557 45558 45610 45611 45612 45613 45614 47144 47145 47146 47147 47166\n 47167 47168 47169 47187 47188 47189 47190 47191 47192 47208 47209 47210\n 47211 47212 47213 47224 47225 47226 47227 47228 47238 47239 47240 47248\n 47249 47250 47260 47261 47262 47263 47274 47275 47276 47277 47287 47288\n 47289 47290 47302 47303 47304 47305 47318 47319 47320 47321 47333 47334\n 47335 47336 47337 47348 47349 47350 47351 47352 47353 47365 47366 47367\n 47368 47369 47370 47383 47384 47385 47386 47387 47400 47401 47402 47403\n 47416 47417 47418 47419 47453 49147 49171 49173 49174 49175 49195 49196\n 49197 49198 49199 49200 49219 49220 49221 49222 49223 49242 49243 49244\n 49245 49246 49264 49265 49266 49267 49286 49287 49288 49289 49290 49309\n 49310 49311 49312 49327 49328 49329 49330 49331 49347 49348 49349 49350\n 49351 49367 49368 49369 49370 49371 49388 49389 49390 49391 49392 49409\n 49410 49411 49412 49430 49431 49432 49433 49451 49452 49453 49472 49473\n 49492 49493 49510 49511 49512 49513 49529 49530 49531 49532 49533 49549\n 49550 49551 49552 49567 49568 49569 49570 49571 51374 51375 51396 51397\n 51398 51399 51421 51422 51423 51424 51444 51445 51446 51447 51468 51469\n 51470 51471 51492 51493 51494 51495 51517 51518 51519 51520 51541 51542\n 51543 51544 51566 51567 51568 51590 51591 51592 51614 51615 51637 51638\n 51660 51682 51705 51748 53506 53525 53526 53547 53548 53569 53570 53571\n 53592 53593 53594 53616 53617 53618 53637 53638 53639 53657 53658 53659\n 53676 53677 53698 53718 53739 55456 55473 55493 55494 55515 55516 55535\n 55536 55552 55553 55567 55568 55581 57316 57317 57339 57340 57362 57363\n 57364 57385 57386 57387 57408 57409 57410 57429 57430 57449 57450 57468\n 59484 59508 59529 59551 59575]"
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      {
       "output_type": "stream",
       "stream": "stdout",
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44036 44037 44038 44039 44046 44047 44048 44049\n 44058 44059 44060 44072 44073 44074 44075 44091 44092 44093 45600 45601\n 45618 45619 45620 45621 45632 45633 45634 45635 45636 45638 45648 45649\n 45650 45651 45652 45653 45654 45655 45656 45670 45671 45672 45673 45674\n 45675 45676 45677 45678 45688 45689 45690 45691 45692 45693 45704 45705\n 45706 45707 45708 45718 45719 45720 45721 45722 45733 45734 45735 45736\n 45737 45748 45749 45750 45751 45752 45768 45769 45770 45771 45790 45791\n 45792 45812 45813 45831 45846 47455 47456 47457 47458 47459 47460 47476\n 47477 47478 47479 47480 47481 47482 47484 47496 47497 47498 47499 47500\n 47501 47503 47504 47515 47516 47517 47518 47519 47520 47521 47522 47523\n 47524 47537 47538 47539 47540 47541 47542 47543 47544 47547 47561 47562\n 47563 47564 47565 47566 47567 47568 47569 47582 47583 47584 47585 47586\n 47587 47600 47601 47602 47603 47604 47605 47622 47623 47624 47625 47626\n 47642 47643 47644 47645 47646 47663 47664 47665 47666 47682 47683 47684\n 47685 47703 47704 47705 47728 47729 47751 47752 47774 47775 47801 47828\n 47831 47860 47863 47894 47897 47931 49558 49574 49575 49576 49577 49578\n 49579 49580 49594 49595 49596 49597 49598 49599 49600 49601 49603 49617\n 49618 49619 49620 49621 49622 49623 49625 49637 49638 49639 49640 49641\n 49642 49643 49644 49645 49646 49651 49662 49663 49664 49665 49666 49667\n 49668 49669 49689 49690 49691 49692 49693 49694 49695 49717 49718 49719\n 49720 49721 49722 49723 49745 49746 49747 49748 49749 49750 49751 49752\n 49779 49780 49781 49782 49783 49784 49785 49811 49812 49813 49814 49815\n 49816 49817 49843 49844 49845 49846 49847 49848 49871 49872 49873 49874\n 49875 49876 49902 49903 49904 49905 49906 49907 49936 49937 49938 49939\n 49941 49970 49971 49972 49973 49975 50005 50006 50007 50008 50010 50044\n 50045 50046 50047 50049 50088 50089 50090 50091 50093 50129 50131 50132\n 50169 50171 50172 50211 50214 51787 51788 51789 51806 51807 51808 51809\n 51810 51811 51813 51826 51827 51828 51829 51830 51831 51832 51833 51834\n 51848 51849 51850 51851 51852 51853 51854 51855 51856 51870 51871 51872\n 51873 51874 51875 51876 51877 51878 51892 51893 51894 51895 51896 51897\n 51898 51899 51900 51917 51920]\n[35489 35531 36995 37013 38451 39818 39827 41152 41153 41164 42536 42537\n 42538 42550 42551 44055 44056 44057 44068 44069 45700 45701 45702 45703\n 45714 45715 45729 47578 47579 47580 47581 47595 47596 47616 49710 49711\n 49712 49713 49737 49738 49767 51953 51981 51982 52012 54036 55883]\n[38418 47606 47627 47628 47647 47648 47649 47650 47667 47668 47669 47686\n 47687 47688 47689 47707 47708 47709 47710 47731 47732 47733 47734 47754\n 47755 47756]\n[47549 47550 47571 47572 47588 47589 47590 47608 47609 47610 47611 47630\n 47631 47632 47633 47652 47653 47654 47655 47670 47671 47672 47673 47690\n 47691 47692 47693 47694 47712 47713 47714 47715 47716 47736 47737 47738\n 47739 47758 47759 47760 47761 47777 47778 47779 47780 47804 47805 47806\n 47835 47836 47837 47866 47867 49827 49856 49886 52101 52136]\n[42677 44216 45866 47785]\n[45937 47800 47829 47830 47861 47862 47895 47896 47932]\n[44267 45902 45925 47846 47878 50109 52450 62697]\n[42693 42694 42708 42737 42738 42761 42762 42763 42787 42788 44217 44233\n 44234 44235 44252 44253 44254 44269 44270 44271 44290 44291 44315 44316\n 44317 44342 44343 44344 44345 44368 44369 44393 44394 44413 45905 45906\n 45907 45930 45931 45932 45960 45961 45962 45990 45991 45992 45993 45994\n 46022 46023 46024 46025 46026 46052 46053 46054 46055 46079 46080 46081\n 46103 47886 47887 47888 47923 47924 47925 47926 47959 47960 47961 47962\n 47963 47993 47994 47995 47996 47997 48027 48028 48029 48030 48062 48063\n 48064 48094 50204 50205 50206 50243 50244 50245 50246 50247 50279 50280\n 50281 50282 50283 50318 50319 50320 50321 50356 50357 50358 50359 50393\n 52558 52559 52560 52598 52599 52636 52637 52671 54530 54566 54598]\n[44302 45951 45978 46009 47911 47946 47980 48014 50220 50230 50266 50305]\n[45956 45984 46015 46045 46073 47848 47882 47917 47952 47986 48020 48055\n 50073 50114 50154 50196 50236 50272 50311 50350 50385 52305 52347 52466\n 52508 52549 52589 52628 52663 54589 54620]\n[44355 44381 44404 46039 46067 46091 46112 46158 48047 48078 48108 50341\n 50376 50411 52654 52689 54612 54642 56393]\n[44382 44405 46068 46092 48048 50342]\n[42750 42776 42801 42823 44331 44358 44384 46011 46041 46069 46094 47982\n 48016 48051 48083 50232 50268 50307 50346 50381 52585 52625 52659]\n[42752 42778 42803 44306 44333 44360 44386 45982 46013 46043 46071 46096\n 47915 47950 47984 48018 48053 48085 50071 50112 50152 50194 50234 50270\n 50309 50348 50383 52304 52423 52464 52506 52547 52587]\n[40001 41341 41354 42821 42841 42842 44380 44402 44403 46064 46087 46088\n 48042 48043 48073 48074 50336 50371]\n[44428 46104 46124 46125 48095 48125 48126 50394 50428 50429]\n[38700 38701 40011 40021 41365 41366 41375 41376 42861 42875 42876 42877\n 44421 44436 44437 44438 46109 46130 46131 46132 46133 48103 48134 48135\n 48136 48137]\n[48189 48190 48191 48223 48224 48225 48254 48255 48256 48284 48285]\n[48261 48262 48263 48264 48289 48290 48291 48292 48311 48312 48313 48314\n 48331 48332]\n[38829 38844 38849 40057 40097 40117 40134 40148 40154 41432 41456 41478\n 41497 41512 41519 42930 42954 42977 42997 43013 43020 43023 44543 44563\n 44580 44588 44590 46273 46293 46310 46321 48301 48323 48341 50631]\n[44458 44478 44479 44480 44481 44482 44500 44501 44502 44503 44504 44522\n 44523 44524 44525 44526 44527 44545 44546 44547 44548 44549 44550 44565\n 44566 44567 44568 44569 44570 44582 44583 46123 46144 46145 46167 46168\n 46193 46194 46195 46196 46222 46223 46224 46250 46251 46252 46253 46275\n 46276 46277 46278 46279 46295 46296 46297 46298 46299 46312 46313 48061\n 48092 48093 48121 48122 48151 48152 48153 48182 48183 48184 48185 48215\n 48216 48217 48218 48246 48247 48248 48249 48276 48277 48278 48279 48304\n 48305 48306 48307 48325 48326 48327 48328 48329 48343 48344 48345 48346\n 50390 50391 50392 50424 50425 50456 50457 50458 50492 50493 50494 50495\n 50526 50527 50528 50529 50558 50559 50560 50561 50587 50588 50589 50590\n 50613 50614 50615 50616 50634 50635 50636 50648 50649 50650 52596 52669\n 52670 52702 52703 52735 52736 52737 52767 52768 52769 52770 52799 52800\n 52801 52802 52826 52827 52828 52850 52851 52866 52867 52881 52882 54624\n 54654 54655 54681 54682 54710 54711 54712 54713 54736 54737 54738 54756\n 54772 54783 56448 56468 56469 56470 56487 56488 56489 56501 56502 56514\n 58490 58518 58519 58548 58549 58550 58574 58575 58576 58593 60818 60853\n 60854 60855 60887 60888 60889 60920 60921 60922 60948 60949 60973 63050\n 63084 63085 63086 63117 63118 63119 63151 63152 63153 63182 63183 63211\n 65074 65075 65076 65102 65103 65104 65131 65132 65133 65134 65162 65163\n 65164 65189 66846 66847 66872 66873 66874 66875 66897 66898 66899 73749]\n[46269 46289 46306 46317 48269 48297 48319 48337 50580 50606 50627 50643\n 52861 52876 52886 52892 54789]\n[41643 43141 43165 44667 44687 46369 46390 46410 48355 48361 48375 48395\n 48417 48440 50659 50665 50673 50689 50707]\n[36240 36256 37720 39160 41706 41719 41720 41740 41741 43197 43198 43215\n 43216 43217 43236 44701 44718 44719 44736 44737 44738 44739 44740 44741\n 44742 44760 44761 44762 44763 44764 44765 44766 44767 46399 46400 46401\n 46402 46403 46404 46405 46419 46420 46421 46422 46423 46424 46425 46426\n 46427 46428 46440 46441 46442 46443 46444 46445 46446 46447 46448 46449\n 46466 46467 46468 46469 46470 46471 46472 46473 46474 46475 46476 46495\n 46496 46497 46498 46499 46500 46501 46502 46503 46504 46508 48404 48426\n 48427 48428 48429 48430 48431 48432 48449 48450 48451 48452 48453 48454\n 48455 48456 48457 48458 48459 48460 48472 48473 48474 48475 48476 48477\n 48478 48479 48480 48481 48482 48483 48492 48493 48494 48495 48496 48497\n 48498 48499 48500 48501 48502 48503 48520 48521 48522 48523 48524 48525\n 48526 48527 48528 48529 50716 50717 50718 50719 50720 50736 50737 50738\n 50739 50740 50741 50743 50756 50757 50758 50759 50760 50761 50762 50763\n 50764 50765 50766 50777 50778 50779 50780 50781 50782 50783 50784 50785\n 50786 50806 50807 50808 52978 52979 52980 52981 52982 52983 52984 52995\n 52996 52997 52998 52999 53000 53001 53002 54920 54921 54937 54938 54939\n 54940 54941 54942 54943 54944 56706 56707 56708 56709 56710 56711 58834\n 58835 58836 58837 58838]\n[44728 46432 46458 48464 48486 50769]\n[44779 44805 44832 46517 46548 48541 48568 50815 50839 53044 54998]\n[44816 46564 46594 48585 48616 50883 50912]\n[44856 44885 44914 46607 46639 46671 46703 48629 48662 48693 48726]\n[40464 40494 41796 41829 41856 43241 44965 44992 44993 45018 45019 45020\n 45044 45045 45046 45047 45075 45076 45106 46728 46729 46730 46731 46732\n 46759 46760 46761 46762 46786 46787 46788 46810 46811 46812 46837 46838\n 46839 46840 46867 46868 48657 48658 48659 48690 48691 48692 48719 48720\n 48721 48750 48752 48753 48754 48755 48783 48784 48785 48786 48787 48788\n 48814 48815 48816 48817 48818 48843 48844 48845 48846 48847 48872 48873\n 48903 48904 48914 48936 48937 48938 48948 48968 48969 48970 48971 48981\n 49001 49002 49003 49008 49013 49039 49040 49070 50947 50948 50949 50976\n 50977 50978 50979 51002 51004 51005 51006 51007 51008 51009 51010 51031\n 51032 51033 51034 51035 51036 51037 51038 51039 51040 51060 51061 51062\n 51063 51064 51065 51066 51067 51068 51069 51070 51090 51091 51092 51093\n 51094 51095 51096 51097 51098 51099 51100 51118 51119 51120 51121 51122\n 51123 51124 51125 51126 51127 51128 51129 51146 51147 51148 51149 51150\n 51151 51152 51153 51154 51155 51156 51157 51158 51177 51178 51179 51180\n 51181 51182 51183 51184 51185 51186 51187 51207 51208 51209 51210 51211\n 51212 51213 51214 51215 51216 51217 51221 51237 51238 51239 51240 51241\n 51242 51243 51244 51245 51246 51247 51270 51271 51272 51273 51274 51302\n 53166 53167 53168 53193 53194 53195 53214 53215 53216 53217 53218 53219\n 53236 53237 53238 53239 53240 53241 53242 53243 53244 53262 53263 53264\n 53265 53266 53267 53268 53269 53270 53271 53287 53288 53289 53290 53291\n 53292 53293 53294 53295 53296 53311 53312 53313 53314 53315 53316 53317\n 53318 53319 53320 53336 53337 53338 53339 53340 53341 53342 53343 53344\n 53345 53363 53364 53365 53366 53367 53368 53369 53370 53386 53387 53388\n 53389 53390 53391 53392 53393 53394 53395 53413 53414 53415 53416 53440\n 55120 55121 55122 55145 55146 55147 55148 55172 55173 55174 55195 55196\n 55197 55198 55199 55218 55219 55220 55221 55222 55223 55224 55242 55243\n 55244 55245 55246 55247 55248 55264 55265 55266 55267 55268 55269 55293\n 55336 55337 55338 55339 55357 55358 55359 55383 56941 56942 56970 56971\n 56999 57000 57001 57002 57003 57004 57027 57028 57029 57030 57031 57032\n 57033 57054 57055 57056 57057 57058 57059 57060 57081 57082 57083 57084\n 57085 57086 57087 57088 57118 57169 57170 57171 57172 57173 57198 57201\n 57225 59141 59172 59173 59174 59175 59176 59177 59178 59179 59202 59203\n 59204 59205 59206 59207 59208 59209 59210 59211 59231 59233 59234 59235\n 59236 59237 59238 59239 59240 59241 59242 59243 59275 59276 59369 61405\n 61588 61589 61590 61591 61592 61593 61594 61595 61596 61597 61598 61621\n 61622 61623 61624 61625 61626 61627 61628 61629 61630 61631 61666 61794\n 61826 63846 63847 63848 63849 63850 63851 63852 63853 63854 63855 63879\n 63880 63881 63882 63883 63884 63885 63886 63887 63888 63889 63915 63916\n 63917 63951 63952 63953 64014 65811 65812 65813 65814 65815 65816 65817\n 65837 65838 65839 65844 65845 65846 65871 65872 65873 67517 67518 67519\n 67520 67521 67522 67543 67544 67545 67546 67565 67566 67659 69025 69026\n 69027 69028 69029 69030 69053 69054 69055 69056 69081 69123 69143 70365\n 70366 70367 70368 70412 70413 80206]\n[45036 45065 46800 46801 46826 46827 46854 46855 46883 46884 46913 46914\n 46948 48801 48830 48831 48858 48859 48889 48890 48921 48922 48953 48954\n 48985 48986 49016 49046 49076 51075 51076 51104 51105 51132 51133 51163\n 51164 51193 51194 51224 51225 51251 51252 51278 51279 53248 53272 53273\n 53297 53321 53322 53348 53349 53350 53376 53377 55202 55226 55227 55249\n 55250 55271 55272 55273 55295 55296 55297 57036 57037 57063 57092 57122\n 57150 59134 59215 59248 59280 59310 59342 59373 59403 59432 61604 61638\n 61671 61703 61736 61769]\n[45155 45184 45211 46889 46920 46954 46985 48895 48928 48960 48992 49023\n 49053 51111 51139 51170 51200 51231 51257 51285]\n[45254 47014 47045 47046 47047 49017 49018 49047 49048 49077 49078 49101]\n[43595 45183 45210 45233 45334 45394 45412 45425 45436 45446 46953 46984\n 47018 47101 47127 47150 47172 47173 47194 47195 47196 47214 47215 47229\n 47230 47241 47242 47251 48991 49022 49052 49082 49105 49129 49130 49152\n 49153 49176 49177 49178 49201 49202 49203 49224 49225 49226 49247 49248\n 49268 49269 49291 49292 49293 49313 49314]\n[40884 42250 42275 42276 43736 43737 43762 43763 45316 45317 45318 45343\n 45344 45345 45346 45368 45369 45386 47114 47138 47139 47140 47162 47163\n 49166 49167 49191 49192 51415]\n[49210 49233 49234 49255 49256 49275 49276 49299 49300 49318 49319 49338]\n[49232 49254 49274 49297 49298 49316 49317 49335 49336 49355 49356]\n[47186 47273 47286 47301 47317 47332 47347 47363 47379 47396 49217 49239\n 49260 49282 49305 49325 49344 49363 49385 49407 49426 49446 49466]\n[49315 49334 49354 49375 49376 49377 49396 49397 49398 49399 49416 49417\n 49418 49436 49437 49438 49456 49457 49476 49477 49496 49497 49498 49516\n 49517 49536]\n[49235 49257 49277 49301 49320 49337 49339 49357 49358 49359 49378 49379\n 49380 49400 49401 49402 49419 49420 49421 49439 49440 49441 49458 49459\n 49460 49461 49478 49479 49480 49481 49499 49500 49501 49502 49518 49519\n 49520 49521 49537 49538 49539 49540 49541 49555 49556 49557 51531 51555\n 51579 51602 51625 51648 51670 51693 51715 51736 51757 51775 51794]\n[43985 45578 45591 47410 47426 47442 49236 49258 49278 49302 49321 49340\n 49360 49381 49403 49422 49442 49462 49482 49503 49522 49542 49559 49560\n 67642]\n[47338 47354 47371 47388 47404 47420 47437 49474 49494 49514 49534 49553]\n[47558 47559 49683 49684]\n[49670 49671 49696 49697 49698 49699 49724 49725 49726 49753 49754 49755\n 49786 49787 49788 49818 49819 49820 49849 49850 49851 49877 49878]\n[49700 49727 49757 49790 49822]\n[42627 42641 42642 42654 42655 42665 42666 42667 42678 42679 42680 42695\n 44141 44160 44161 44177 44178 44179 44193 44194 44195 44205 44206 44207\n 44208 44218 44219 44220 44221 44236 44237 44255 45827 45841 45842 45843\n 45854 45855 45856 45857 45868 45869 45870 45871 45872 45885 45886 45887\n 45888 45889 45890 45908 45909 45910 45933 45934 47722 47723 47724 47744\n 47745 47746 47747 47748 47766 47767 47768 47769 47770 47771 47791 47792\n 47793 47794 47795 47796 47797 47821 47822 47823 47824 47825 47826 47852\n 47853 47854 47855 47856 47857 47889 47890 47891 47927 47928 47964 49743\n 49774 49775 49806 49807 49836 49837 49838 49864 49865 49866 49895 49896\n 49897 49898 49927 49928 49929 49930 49931 49932 49959 49960 49961 49962\n 49963 49964 49965 49966 49967 49995 49996 49997 49998 49999 50000 50001\n 50002 50035 50036 50037 50038 50039 50040 50041 50080 50081 50082 50083\n 50084 50085 50121 50122 50123 50124 50125 50126 50161 50162 50163 50164\n 50165 50166 50203 50207 50208 50242 50248 52047 52078 52079 52112 52113\n 52114 52115 52149 52150 52151 52152 52153 52186 52187 52188 52189 52190\n 52191 52192 52223 52224 52225 52226 52227 52228 52229 52230 52231 52265\n 52266 52267 52268 52269 52270 52271 52272 52273 52309 52310 52311 52312\n 52313 52314 52315 52316 52317 52351 52352 52353 52354 52355 52356 52357\n 52358 52389 52390 52391 52392 52393 52394 52395 52396 52428 52429 52430\n 52431 52432 52433 52435 52472 52473 52474 52475 52476 52478 52514 52515\n 52516 52517 52518 52520 52555 52556 52557 52597 52635 54136 54169 54203\n 54204 54205 54240 54241 54242 54243 54244 54278 54279 54280 54281 54282\n 54283 54315 54316 54317 54318 54319 54320 54352 54353 54354 54355 54356\n 54357 54383 54384 54385 54386 54387 54388 54411 54412 54413 54414 54415\n 54446 54447 54448 54449 54487 54488 54489 54490 54526 54527 54528 54529\n 54564 54565 54596 55968 55998 56031 56032 56064 56065 56066 56099 56100\n 56101 56102 56103 56133 56134 56135 56136 56137 56138 56166 56167 56168\n 56169 56170 56171 56194 56195 56196 56197 56198 56218 56219 56220 56246\n 56247 56248 56278 56279 56280 56281 56313 56314 56315 56316 56348 56349\n 57932 57963 57964 57995 57996 58028 58029 58062 58063 58064 58096 58097\n 58098 58099 58100 58132 58133 58134 58135 58136 58167 58168 58169 58170\n 58171 58202 58203 58204 58205 58206 58237 58238 58239 58240 58241 58271\n 58272 58273 58274 58311 58312 58313 58314 58349 58350 58351 58352 58388\n 58389 60159 60193 60194 60230 60231 60264 60265 60266 60302 60303 60338\n 60339 60340 60374 60375 60376 60377 60412 60413 60414 60415 60416 60451\n 60452 60453 60454 60455 60495 60496 60497 60498 60499 60538 60539 60540\n 60541 60542 60580 60581 60582 60583 60584 60623 60624 60625 60626 60665\n 60666 60667 60668 60706 60707 60708 62505 62599 62632 62633 62634 62666\n 62667 62668 62669 62702 62703 62704 62705 62737 62738 62739 62740 62776\n 62777 62778 62779 62815 62816 62817 62818 62856 62857 62858 62898 62899\n 62900 62938 62939 62940 64737 64758 64759 64760 64782 64783 64784 64807\n 64808 64809 64837 64838 64839 64869 64870 64907 64908 64909 64945 64946\n 64947 64982 65016 66567 66586 66607 66608 66633 66661 66691 66692 66693\n 66721 66722 66723 66752 66779 68267 68360 72291 72324 73771 88388]\n[35674 37168 38591 39916 41258 42690 44228 45878 47809 50060]\n[42692 44230 45879 45880 47810 47811 47812 50061 50062 52336]\n[44231 44232 44250 44251 44268 44289 45867 45883 45884 45903 45904 45928\n 45929 45959 47765 47789 47790 47818 47819 47820 47849 47850 47851 47884\n 47885 47921 47922 47958 49994 50033 50034 50077 50078 50079 50118 50119\n 50120 50159 50160 50202]\n[47706 47730 47753 47776 47802 47832 49940 49974 50009 50048 50092 50133\n 50173]\n[45975 47941 47942 50225 50226 52498]\n[40003 40023 41378 46038 46066 46090 48011 48046 48077 48107 50301 50375\n 50410 50443 52579 52653 52688 52722 54641]\n[44422 46037 46110 46111 48007 48104 48105 48106 50256 50295 50296 50335\n 50370 50405 50406 50407 50408 50409 50438 50439 50440 50441 50442 52685\n 52686 52687 52719 52720 52721 54640 69604]\n[48129 48161 50434 50469 52748]\n[44424 44440 44454 44473 44520 46115 46136 46160 46185 46214 46242 46267\n 46287 46304 46316 48111 48142 48173 48206 48237 48267 48295 48317 48335\n 48349 50414 50447 50483 50517 50549 50578 50604 50625 50641 50655 52692\n 52726 52758 52790 52817 52841 52859 52874 52875 52884 52885 52888 52890\n 52891 54645 54673 54702 54727 54748 54765 54778 54785 56420 56462 56480\n 56496 56509 58540 58565 60911]"
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      {
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       "stream": "stdout",
       "text": "\n[44474 46187 46215 48208 48239 50519 50551]\n[44518 46245 46271 46291 48271 48299 48321 48339 48351 50608 50629 50645\n 70918]\n[48265 48293 48315 48316 48333 48334 48347 48348 50547 50576 50577 50602\n 50603 50623 50624 50639 50640 50653 50654 52839 52840 52857 52858 52872\n 52873 52883]\n[43120 43143 44651 44670 44689 44708 46372 46393 46413 46434 46460 48398\n 48420 48443 48466 50692 50710 50730 50750]\n[41752 41778 43206 43223 43246 43270 44606 44607 44624 44625 44626 44627\n 44644 44645 44646 44664 44684 44705 44726 44749 44773 44774 44798 44799\n 44826 46327 46328 46329 46342 46343 46344 46345 46364 46365 46366 46367\n 46385 46386 46387 46388 46406 46407 46408 46429 46430 46455 46456 46482\n 46483 46510 46511 46541 46542 48353 48354 48356 48357 48358 48359 48369\n 48370 48371 48372 48373 48390 48391 48392 48393 48412 48413 48414 48415\n 48436 48437 48438 48461 48462 48484 48507 48508 48534 48535 50657 50660\n 50661 50662 50663 50671 50687 50704 50705 50724 50725 50744 50745 50767\n 50787 52926 52940 52953 52968]\n[43225 43248 43272 43297 43326 44775 44801 44828 44855 46484 46513 46544\n 46576 46606 48510 48537 48564 48595 48628 50789 50811 50835 50862 50891\n 53021]\n[48978 49010 51188 51218 51248 63985]\n[45153 45181 45255 46856 46857 46885 46886 46915 46916 46917 46949 46950\n 46951 46980 46981 46982 47015 47016 47048 47049 48832 48860 48891 48892\n 48893 48923 48924 48925 48955 48956 48957 48987 48988 48989 49019 49020\n 49049 49050 49079 49080 49102 49103 51134 51165 51166 51167 51195 51196\n 51197 51226 51227 51228 51253 51254 51280 51281 51282 51305 51306 51307\n 51330 51331 51332 51354 53298 53323 53351]\n[46888 46918 47074 47123 48958 48990 49021 49051 49081 49104 49128 51198\n 51229 51255 51283 51308 51333 51355 53421 53444 53445 53467]\n[46972 47005 47037 49043 49073 51277]\n[47237 49262 49284 49307 49326 51489 51514 51538 53613 53634 53654 53672\n 55532]\n[49280 49303 49322 49323 49341 49342 49361 49383 49405 49424 49444 49464\n 49484 49504 49524 49544 51438 51461 51485 51510 51534 51558 51582 51605\n 51628 51651 51673 51696 51718 51739 51760 51778 51797 53562 53585 53609\n 53631 53652 53671 53690 53709 53730 53752 53773 53793 53812 53831 53846\n 53863 53881]\n[45593 45594 47247 47258 47259 47271 47272 47285 47300 47316 47331 47346\n 47362 47378 47395 47429 47445 49281 49304 49324 49343 49362 49384 49406\n 49425 49445 49465 49485 49505 49525 49545 49563 51439 51462 51486 51511\n 51535 51559 51583 51606 51629 51652 51674 51697 51719 51740 51761 51779\n 51798 51817 51837 70913]\n[51432 51433 51455 51456 51478 51479 51480 51503 51504 51505 51527 51528\n 51529 51551 51552 51553 51575 51576 51577 51598 51599 51621 51622 51644\n 51645 51666 51667 51689]\n[51457 51481 51506 51530 51554 51578 51600 51601 51623 51624 51646 51647]\n[49333 49352 49353 49372 49373 49374 49393 49394 49395 49413 49414 49415\n 49434 49435 49454 49455 49475 49495 49515 49535 49554 49573 49593 51593\n 51594 51616 51617 51639 51640 51661 51662 51683 51684 51685 51706 51707\n 51727 51728 51749 51767 51786 51805 51825 53699 53719 53740 53741 53761\n 53762 53781 53782 53801 53820]\n[51572 51573 51595 51596 51597 51618 51619 51620 51641 51642 51643 51663\n 51664 51665 51686 51687 51688 51708 51709 51710 51729 51730 51731 51750\n 51751 51752 51768 51769 51770]\n[49237 49259 49279 49382 49404 49423 49443 49463 49483 51437 51460 51484\n 51509 51533 51557 51581 51604 51627 51650 51672 51695 51717 51738 51759\n 51777 51796 53608 53630 53651 53670 53689 53708 53729 53751 53772 53792\n 53811 53830 53845 53862 53880]\n[51668 51669 51690 51691 51692 51711 51712 51713 51714 51732 51733 51734\n 51735 51753 51754 51755 51756 51771 51772 51773 51774 51790 51791 51792\n 51793 51812]\n[39786 45662 47467 47468 47469 47470 47471 47489 47490 47491 47492 47493\n 47508 47509 47510 47511 47512 47528 47529 47530 47531 47551 47552 47553\n 47554 47573 47575 47576 49587 49588 49589 49590 49591 49608 49609 49610\n 49611 49612 51862 51863 51864]\n[49629 49630 49631 49632 49633 49652 49653 49654 49655 49678 49679 49706\n 49707 49733 51883 51884 51903 51904 51927 51951 51952 51978 52009 53954\n 54012 54014 54035]\n[45637 47454 47475 47495 47514 47536 47560 49572 49592 49615 49616 49635\n 49636 49660 49661 49686 49687 49688 49715 49716 49744 51846 51847 51867\n 51868 51869 51887 51888 51889 51890 51891 51908 51909 51910 51911 51912\n 51913 51914 51915 51916 51932 51933 51934 51935 51936 51937 51938 51939\n 51940 51958 51959 51960 51961 51962 51963 51964 51965 51966 51967 51992\n 51993 51994 51995 51996 51997 51998 52027 52028 52029 52030 52055 52056\n 52057 52058 52087 52088 52089 52090 52122 52123 52124 52125 52160 52161\n 52162 52198 52199 52236 52237 52278 52279 52322 52323 52363 52364 52401\n 52440 80874 80900]\n[51918 51941 51942 51968 51969]\n[47545 49677 49705 49732 49762 49795 51926 51950 51977 52008 53994 54013]\n[32521 35464 35486 36866 36867 36973 36974 36992 38437 38438 38448 39806\n 39815 41150 42534 44053 44066 47593 47614 49708 49735 49765 51979 52010\n 55900]\n[38414 51859 51881 51901 51902 51922 51923 51946 51947 51974 52005]\n[51925 51949 51976 52007]\n[44318 45891 45911 45912 45935 45936 45963 45964 45995 45996 47621 47641\n 47660 47661 47662 47679 47680 47681 47700 47701 47702 47725 47726 47727\n 47749 47750 47858 47859 47892 47893 47929 47930 47965 47966 49776 49777\n 49778 49808 49809 49810 49839 49840 49841 49842 49867 49868 49869 49870\n 49899 49900 49901 49933 49934 49935 49968 49969 50003 50004 50042 50043\n 50086 50087 50127 50128 50167 50168 50209 50210 50249 50250 51989 51990\n 51991 52020 52021 52022 52023 52024 52025 52026 52048 52049 52050 52051\n 52052 52053 52054 52080 52081 52082 52083 52084 52085 52086 52116 52117\n 52118 52119 52120 52154 52155 52156 52157 52193 52194 52195 52232 52233\n 52274 52275 52318 52319 52359 52360 52397 52398 52436 52437 52479 52521]\n[49685 49714 51906 51928 51929 51930 51954 51955 53995 54015 55842 55853\n 55854 57771 57789 57808 57809 57828 57829]\n[51919 51943 51944 51970 51971 52001 52002 52033 52034 52062 52063]\n[47635 49797 49828 52037 52068]\n[36851 38441 38452 39727 39819 39828 41100 41154 41165 41166 41175 41176\n 41177 41187 41198 41208 42552 42553 42565 42566 42567 42579 42580 42581\n 42595 42596 42597 42611 42612 44070 44071 44086 44087 44088 44103 44104\n 44105 44120 44121 44122 44139 44140 45716 45717 45730 45731 45732 45745\n 45746 45747 45763 45764 45765 45784 45785 47597 47598 47599 47617 47618\n 47619 47620 47638 47639 47640 47658 47659 47676 47677 47678 49739 49740\n 49741 49742 49768 49769 49770 49771 49772 49773 49800 49801 49802 49803\n 49804 49805 49831 49832 49833 49834 49835 49859 49860 49861 49862 49863\n 51956 51983 51984 51985 51986 51987 52013 52014 52015 52016 52017 52018\n 52040 52041 52042 52043 52044 52045 52070 52071 52072 52073 52074 52075\n 52076 52104 52105 52106 52107 52108 52109 52110 54016 54055 54056 54057\n 54058 54059 54075 54076 54077 54078 54079 54080 54098 54099 54100 54101\n 54102 54103 54104 54105 54127 54128 54129 54130 54131 54132 54133 54134\n 55882 55901 55902 55903 55904 55917 55918 55919 55920 55921 55922 55938\n 55939 55940 55941 55942 55943 55944 55960 55961 55962 55963 55964 55965\n 55966 55967 57847 57848 57851 57870 57872 57873 57874 57875 57876 57897\n 57898 57899 57900 57901 57902 57903 57924 57925 57926 57927 57928 57929\n 57930 57931 57953 57955 57956 57957 57958 57959 57960 57961 60092 60117\n 60118 60119 60120 60121 60122 60123 60124 60149 60150 60151 60152 60153\n 60154 60155 60156 60157 60182 60183 60184 60185 60186 60187 60188 60189\n 60190 60218 60221 60222 60223 60224 60225 60226 60227 60301 62395 62399\n 62400 62423 62424 62425 62426 62427 62428 62429 62452 62453 62454 62455\n 62476 62477 62478 62479 62499 62500 62501 62502 62503 64520 64521 64536\n 70898 70899 70900 70926 73678 74871 74887]\n[51999 52000 52031 52032 52059 52060 52091 52092 52126 52163 52201 52239\n 52281 52325 52366 52403 86435]\n[51921 51945 51972 51973 52003 52004 52035 52036 52064 52065 52096 52097\n 52131 52132]\n[42626 44158 44159 45646 45807 45882 45901 45924 45977 47697 47698 47699\n 47721 47743 47786 47787 47815 47845 47877 47910 47945 47979 49889 49890\n 49891 49892 49893 49894 49920 49921 49922 49923 49924 49925 49926 49955\n 49956 49957 49958 49991 49992 50028 50029 50067 50108 50147 50189 50229\n 50265 50304 52046 52077 52111 52139 52140 52141 52142 52143 52144 52145\n 52146 52147 52148 52176 52177 52178 52179 52180 52181 52182 52183 52184\n 52185 52217 52218 52219 52220 52221 52222 52258 52259 52260 52261 52290\n 52298 52299 52342 52381 52418 52459 52501 52542 52612 54135 54159 54160\n 54161 54162 54163 54164 54165 54166 54167 54168 54193 54194 54195 54196\n 54197 54198 54199 54200 54201 54202 54231 54232 54233 54234 54235 54236\n 54237 54238 54273 54274 54275 54276 54310 54311 54346 54378 54512 54513\n 55988 55989 55990 55991 55992 55993 55994 55995 55996 55997 56019 56020\n 56021 56022 56023 56024 56025 56026 56027 56028 56029 56056 56057 56058\n 56059 56060 56061 56062 56063 56095 56096 56097 56098 56130 56131 56163\n 56191 56299 57871 57954 57962 57986 57987 57988 57989 57990 57991 57992\n 57993 57994 58018 58019 58020 58021 58022 58023 58024 58025 58026 58027\n 58055 58056 58057 58058 58059 58060 58061 58093 58094 58095 58127 58128\n 58163 58196 58335 60053 60158 60191 60192 60220 60228 60229 60254 60256\n 60257 60258 60259 60260 60261 60262 60263 60291 60292 60293 60294 60295\n 60296 60297 60298 60299 60300 60329 60330 60331 60332 60333 60334 60335\n 60336 60337 60369 60370 60371 60405 60406 60407 60443 60444 60651 62368\n 62393 62394 62504 62529 62530 62531 62532 62533 62534 62535 62559 62560\n 62561 62562 62563 62564 62565 62590 62591 62592 62593 62594 62595 62596\n 62597 62626 62627 62628 62629 62661 62662 62663 62694 62695 64535 64537\n 64557 64558 64559 64560 64576 64577 64578 64594 64595 64596 64609 64610\n 64611 64612 64613 64629 64630 64631 64632 64633 64634 64635 64655 64656\n 64657 64658 64659 64660 64661 64681 64682 64683 64684 64685 64686 64687\n 64710 64711 64712 64733 64734 64735 64736 64756 64757 66432 66527 66528\n 66544 66545 66546 66547 66565 66566 68157 68158 70929 73640 73654 73655]\n[52121 52158 52159 52196 52197 52234 52235 52276 52277 52320 52321 52362]\n[47546 47711 47735 47757 47803 47833 47834 47865 47899 47900 47935 47936\n 47970 49626 49647 49648 49672 49673 49701 49728 49756 49758 49789 49791\n 49821 49823 49852 49879 49880 49881 49882 49909 49910 49911 49912 49943\n 49944 49945 49946 49977 49978 49979 49980 50012 50013 50014 50015 50051\n 50052 50053 50054 50094 50095 50096 50097 50134 50136 50137 50175 50177\n 50178 50213 50217 50219 52094 52095 52129 52130 52137 52166 52167 52168\n 52204 52205 52206 52242 52243 52244 52283 52284 52285 52286 52327 52328\n 52329 52330 52368 52369 52370 52371 52405 52407 52408 52445 52447 52448\n 52488 52490 54153 54185 54186 54187 54220 54221 54222 54258 54259 54260\n 54296 54297 54298 54299 54332 54333 54334 54335 54366 54367 54368 54395\n 54396 54425 54462 55984 56015 56048 56049 56081 56082 56083 56116 56117\n 56118 56119 56151 56152 56153 56182 56227 56257]\n[47816 50030 50068 50069 52300 52301 52343 52344 52382 52383 54312 54313\n 54347 54348 54379 54380 56132 56164 56165 56192 56193 58129 58164 58197\n 58198 60372 60408 60445 60446 60485 60486 62598 62630 66703]\n[52200 52238 52280 52324 52365 52402 54216 54254 54293 54329 54363 56148\n 56179]\n[45923 47873 47874 50143 50144 52414 54402]\n[45949 45950 47906 47907 47908 50185 50186 50187 52455 52456 52457 52458\n 54433 54434 54435 54436 56233 56234 56235 56236 58258 58259 60565 62798\n 62799 64822 64823 66621 66622 68215 68216 68217]\n[47788 47954 47988 48022 48057 50031 50075 50116 50156 50198 50238 50274\n 50313 50352 50387 52263 52307 52349 52387 52425 52468 52510 52551 52591\n 52630 54382 54444 54483 54522 54559 54591 56374]\n[42733 42753 44286 44307 45955 45983 47847 47881 47916 47951 47985 48019\n 48054 48086 50072 50113 50153 50195 50235 50271 50310 50349 50384 52465\n 52507 52548 52588 52627 52662 54480 54519 54556 54619 56243 56273 56306\n 56340 56371]\n[47817 47918 47953 47987 48021 48056 50074 50115 50155 50197 50237 50273\n 50312 50351 50386 52306 52348 52386 52424 52467 52509 52550 52590 52629\n 52664 54350 54590 54621]\n[46101 46121 46122 46143 48058 48090 48091 48119 48120 48150 49993 50032\n 50076 50117 50157 50158 50199 50200 50201 50239 50240 50241 50275 50276\n 50277 50278 50314 50315 50316 50317 50353 50354 50355 50388 50389 50422\n 50423 52264 52308 52350 52388 52426 52427 52469 52470 52471 52511 52512\n 52513 52552 52553 52554 52592 52593 52594 52631 52632 52633 52666 52667\n 52668 52700 52701 54314 54351 54445 54484 54485 54486 54523 54524 54525\n 54560 54561 54562 54592 54593 54594 54623 56277 56310 56311 56312 56344\n 56345 56346 56375 56376]\n[45998 46027 46028 46029 46056 47967 47999 48000 48001 48032 48033 48066\n 48067 50285 50286 50287 50325 50326 50363 50364 52562 52563 52564 52603\n 52604 52643]\n[48002 48034 50212 50252 50288 50327 52524 52565 52605]\n[46126 48096 48128 50399 50433 52678 52713]\n[48068 48098 50329 50366 50402 52607 52645 52680 54634 64952 64988 66727]\n[48069 48070 48099 48100 48131 48132 48133 50367 50368 50403 52646 52681]\n[48123 48124 48154 50426 50427 50459 52704 52705 52738 54625 54626 54656\n 54657 54683 56403 56427 58459 58492]\n[52615 52648 52649 52682 52683 52684 52717 52718 52749 52750 52780 52781\n 52782 73641]\n[42928 44456 44476 44497 46139 46164 46189 46217 48115 48146 48177 48210\n 48241 50418 50451 50487 50521 50553 50582 52661 52696 52730 52762 52794\n 52821 52845 54649 54677 54706 54731 54752 56466 56484 58544 58569 58588\n 60882 60915 60942 63112 63146 63176 66943 76741]\n[46146 46147 46169 46170 46197 46198 48156 48157 48158 48187 48188 48220\n 48221 48222 48253 48282 48283 50396 50430 50431 50461 50462 50463 50464\n 50498 50499 50500 50532 50533 50534 50566 50595 52741 52742 52743 52773\n 52774 52775 52805 52806 54686 54688 54716 54717 54741 56451 56473 58553]\n[50501 50502 50535 50536 50567 50568 52776 52777 54718]\n[44457 44477 44498 46118 46140 46165 46190 46218 48116 48147 48178 48211\n 48242 50419 50452 50488 50522 50554 52697 52731 52763 52795 52822 54707\n 54732]\n[48212 48243 50523 50555 52796 52823 54733]\n[50570 50571 50572 52833 52834]\n[48272 50583 50609 50630 50646 52846 52862 54768]\n[46357 48385 48386 48405 48406 48407 48408 48409 48410 50682 50683 50684\n 50698 50699 50700 50701 50702 52906 52907 52920 52921 52922 52923 52935\n 52936 52937 52938 52949 52950 52951 52964 52965 54804 54805 54818 54819\n 54820 54821 54836 54837 54838 54839 54840 54855 54856 54857 54858 54859\n 54874 54875 54876 54877 54878 54895 54896 54897 54914 54915 54916 54917\n 54918 54919 56552 56553 56568 56569 56570 56571 56587 56588 56589 56590\n 56610 56611 56612 56613 56633 56634 56635 56636 56637 56656 56657 56658\n 56659 56660 56661 56680 56681 56682 56683 56684 56685 56686 56712 56713\n 58657 58672 58673 58690 58691 58711 58712 58713 58733 58734 58757 58758\n 58759 58760 58761 58784 58785 58786 58787 58788 58789 58809 58810 58811\n 58812 58813 61058 61148]\n[50792 50814 53008 53024]\n[48538 50812 50836 50863 50892 53022 53041 53064]\n[48539 48566 50813 50837 50864 50893 53023 53042 53065 54996]\n[43302 43331 44861 44890 46612 46644 48634 48667 50897 50924 53093 53118\n 55051 55076 56837 56864 58974 59003 61355 61386]\n[48656 48689 50946 50975 53165 53192 59019]\n[48915 48947 48980 49012 51190 51220 51250 53347 53375 53398]\n[53399 53419 53420 53443]\n[43759 43761 45286 ..., 69146 70454 71797]\n[45242 45266 45267 45268 45292 45293 45294 46971 47004 47034 47036 47062\n 47063 47064 47065 47089 47090 47091 49072 49100 49122 51304 51329 51352\n 53442 53466 55385 59399]\n[49041 49071 51275 51303 53417 53441 55360 55384]\n[45319 47116 47117 47141 49123 49144 49145 49146 49168 49169 49170 51353\n 51371 51372 51373 51393 51394 51395 51419 51420 51443 53487 53504 53505\n 53522 53523 53524 53545 53546 53567 53568 55440 55454 55455 55471 55472\n 55490 55491 55492 55512 55513 55514 57296 57314 57315 57337 57338 57361\n 57384 59483 59507 59550 59574 63988 65943 65966]"
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53636 53656 53674 53675\n 53695 53696 53697 53715 53716 53717 53736 53737 53738 53758 53759 53760\n 53779 53780 53800 55534 55551 55566 55579 55580 55593 55594 55595 55610\n 55611 55612 55630 55631 55632 55651 55652 55670 55689 57407 57428 57431\n 57448 57451 57466 57467 57469 57487 57488 57489 57490 57508 57509 57510\n 57511 57530 57531 57532 57533 57552 57553 57554 57555 57574 57575 57576\n 57596 57597 57598 57618 57619 59597 59598 59599 59600 59601 59621 59622\n 59623 59624 59625 59626 59644 59645 59646 59647 59648 59649 59666 59667\n 59668 59669 59670 59671 59687 59688 59689 59690 59691 59707 59708 59709\n 59710 59711 59729 59730 59731 59732 59733 59751 59752 59753 59754 59755\n 59772 59773 59774 59775 59776 59777 59795 59796 59797 59798 59799 59817\n 59818 59819 59820 59838 59839 59840 61991 61992 62006 62007 62008 62023\n 62024 62025 62042 62043 62060 62061 62062 62079 62080 62081 62082 62100\n 62101 62102 62103 62118 62119 62120 62121 62132 62133 62134 62135 62136\n 62137 62149 62150 62151 62152 62153 62154 62168 62169 62170 62171 62172\n 62187 62188 62189 62190 62205 62222 64230 64231 64241 64242 64292 64307\n 64308 64319 64320 64329 64330 64331 64338 64339 64340 64341 64342 64343\n 64354 64355 64356 64357 64358 64370 64371 64372 64373 64385 64398 66216\n 66217 66225 66226 66234 66235 66236 66243 66244 66245 66246 66258 66259\n 66260 66261 66274 66275 66276 66289 67862 67868 67869 67874 67875 67879\n 67880 67886 67887 67892 67893 67901 67902 67903 67914 67915 67916 67927\n 67928 67929 67940 67941 69362 69366 69367 69368 69371 69372 69375 69376\n 69382 69383 69390 69391 69392 69400 69401 69402 69411 69412 69413 69422\n 69423 70568 70569 70583 70601 70620 70621 70622 70635 70636 70637 70643\n 70644 70645 70648 70649 70650 70651 70652 70653 70654 70655 70656 70657\n 70658 70659 70663 70664 70669 70670 70671 70680 70681 70682 70691 70692\n 70693 70704 70705 70706 70718 70719 71966]\n[49285 49308 51466 51490 51515 51539 51563 51587 51610 51633 51656 51678\n 51701 53590 53614 53635 53655 53673 53694 53713 53714 53734 53735 53756\n 53757 53777 53778 53797 53798 53799 53816 53817 53818 53819 53835 55609\n 55629 55650 64209]\n[53578 53602 53625 53645 53646 53664 53665 53680 53681 53682 53683 53700\n 53701 53702 53703 53720 53721 53722 53723 53742 53743 53744 53745 53763\n 53764 53765 53766 53783 53784 53785 53786 53802 53803 53804 53805 53821\n 53822 53823 53824 53836 53837 53838 53839 53853 53854 53855 53856 53874]\n[51459 51483 51508 51532 51556 51580 51603 51626 51649 51671 51694 51716\n 51737 51758 51776 51795 51814 53607 53629 53650 53669 53688 53707 53728\n 53750 53771 53791 53810 53829 53844 53861]\n[53557 53579 53580 53603 53604 53626 53627 53647 53648 53666 53667 53668\n 53684 53685 53686 53687 53704 53705 53706 53724 53725 53726 53746 53747\n 53748 53767 53768 53769 53787 53788 53789 53806 53807 53808 53825 53826\n 53827 53840 53841 53857 53858 53875 53876]\n[53727 53749 53770 53790 53809 53828 53843]\n[47427 47428 47443 47444 47461 47483 49523 49543 49561 49562 49581 49582\n 49602 49624 51815 51816 51835 51836 51857 51879 53899 53900 53917 53918\n 53934 53952]\n[51845 51865 51866 51885 51886 51907 53974 53975 53996]\n[53958 53959 53960 53977 53978 53979 53998 53999 54019 54039 77954]\n[53992 53993 54009 54010 54032 54033 54053]\n[51931 51957 51988 52019 53997 54017 54018 54037 54038 54060 55867]\n[35449 53935 53953 53971 53972 53989 53990 54007 54030 54051 54072 54093\n 54094 54120 54121 54152]\n[49952 49953 49954 52213 52214 52215 52216 54228 54229 54230 56053 56054\n 56055 58052 58053 58087 60289 60326 60327 60362 60398 60559 62620 62653\n 62654]\n[49908 49942 49976 50011 50050 52061 52093 52127 52128 52164 52165 52202\n 52203 52240 52241 52282 52326 52367 52404 52444 54091 54092 54118 54119\n 54149 54150 54151 54182 54183 54184 54217 54218 54219 54255 54256 54257\n 54294 54295 54330 54331 54364 54365 54394 54424 55982 56011 56012 56013\n 56044 56045 56046 56078 56079 56080 56114 56115 56149 56150 56180 56181\n 56205 56226 58042 58076 58111 58147 58182]\n[52211 52249 52289 54226 54264 54301 56086 56121]\n[49988 52253 52254 54268]\n[58130 58131 58165 58166 58201 60373 60410 60411 60449 60450 60493 60494\n 60536 60537 62665 62700 62701 62735 62736 62774 62775 62813 64781 64805\n 64806 64835 64836 66605 66606]\n[44040 47507 47527 49586 49607 49628 49649 49650 49674 49675 49676 49702\n 49703 49704 49729 49730 49731 49759 49760 49761 49792 49793 49794 49824\n 49825 49826 49853 49854 49855 49883 49884 49885 49913 49914 49915 49916\n 49947 49948 49949 49981 49982 49983 50016 50017 50018 50055 50056 50098\n 51861 51882 52066 52067 52098 52099 52100 52133 52134 52135 52169 52170\n 52171 52172 52207 52208 52209 52245 52246 52247 52287 52288 52331 54223\n 54224 54225 54261 54262 54300 56050 56084 56120]\n[47784 50022 50023 50024 52291 52292 52293 52294 54303 54304 54305 56123\n 56124 58120]\n[50150 50192 52262 52302 52345 52384 52421 52462 52504 54239 54277 54349\n 54381 54409 54440 54477 73652]\n[45914 47864 47898 47934 50135 50176 50218 50255 50294 52406 52446 52489\n 52531 54426 54463]\n[42751 42777 42802 42824 44305 44332 44359 44385 44407 45954 45981 46012\n 46042 46070 46095 46117 47880 47914 47949 47983 48017 48052 48084 48114\n 50070 50111 50151 50193 50233 50269 50308 50347 50382 50417 52303 52346\n 52385 52422 52463 52505 52546 52586 52626 54410 54441 54478 54517 54555\n 56241 56271 56304 58266 58303 58340]\n[50289 50328 52606 54573]\n[46065 46089 48044 48045 48075 48076 50337 50338 50339 50372 50373 50374\n 52616 52617 52618 52620 52650 52651 52652 54580 54581 54582 54584 54608\n 54609 54610 54638 54639 56363 56364 56365 56367 56389 56390 58406 58441\n 58442 60726 60764 60765 62995]\n[48065 50360 52638 54567 54599]\n[44499 46116 46161 46162 48112 48113 48143 48144 48174 48175 48207 50415\n 50416 50448 50449 50484 50485 50518 52658 52693 52694 52727 52728 52759\n 52760 52791 52792 52819 52843 54616 54617 54646 54647 54674 54675 54703\n 54704 54728 54729 54750 54767 56396 56397 56421 56422 56443 56444 56463\n 56464 56481 56482 56497 56498 58413 58448 58449 58450 58481 58482 58483\n 58510 58511 58512 58541 58542 58566 58567 58585 58586 58603 58604 58618\n 58628 60732 60733 60734 60770 60771 60772 60773 60808 60809 60810 60844\n 60845 60846 60878 60879 60880 60912 60913 60936 60939 60940 60964 60986\n 61004 62963 62964 62965 63001 63002 63003 63004 63040 63041 63042 63075\n 63076 63077 63108 63109 63110 63143 63144 63173 63174 64935 64966 64967\n 64968 64969 64970 65001 65002 65003 65004 65034 65035 65036 65037 65065\n 65066 65067 65093 65094 65095 65122 65123 65124 65154 66710 66711 66736\n 66737 66738 66739 66740 66764 66765 66766 66767 66789 66790 66791 66814\n 66815 66816 66817 66837 66838 66839 66840 66858 66865 68281 68282 68283\n 68307 68308 68309 68310 68330 68331 68332 68352 68353 68372 68373 68393\n 68394 69695 75172]\n[41410 46138 46163 48145 48176 50450 50486 52660 52695 52729 52761 54618\n 54648 54676 54705 54730 56338 56370 56398 56423 56445 56465 56483 58378\n 58415 58451 58484 58513 58543 58568 60656 60697 60736 60774 60811 60847\n 60881 62889 62929 62967 63005 63043 63078 63111 64971 65005 65038 65068\n 65096 65125 66712 66741 66768 66792 72214]\n[46181 48138 48139 48168 48169 48170 48201 48202 48203 48234 50059 50444\n 50477 50478 50479 50480 50511 50512 50513 50514 50546 50575 52491 52532\n 52723 52751 52752 52753 52754 52755 52783 52784 52785 52786 52787 52813\n 52814 52837 52838 52855 52856 52870 52871 54464 54667 54668 54669 54671\n 54695 54696 54697 54698 54720 54721 54722 54723 54744 54761 56438 56456\n 56457 56458 56474 56475 58504 58533 58534 58558 58559 60837 68214 69657\n 69725 71122]\n[44439 46135 46137 46159 46184 46213 48141 48172 48205 48236 50446 50482\n 50516 50548 52725 52757 52789 52816 54701 54726 54747 56479 56495 58539\n 58564 58583 60877 60910 63107 63141 65092 73750]\n[44372 48192 48226 50503 50537 52778 54719]\n[46192 48181 48213 48214 50490 50491 50524 50525 52765 52766 52797 52798\n 54708 54709 54734 54735 56467 56485 56486 58547 58572 58573 60886 60919\n 63116 63150 65101 65130 66871]\n[50550 52818 52842 52860 54749 54766 54779 54786 54788 56510]\n[48273 50584 50610 52847 52863 52878 54753 54769 54780]\n[46274 46294 46311 48302 48324 48342 50611 50632 50647 52864 52879 52889\n 54781 54787]\n[48447 48470 50681 50697 50714 50715 50734 50735 50754 52919 52933 52934\n 52947 52948 52961 52962 52963 52977 54817 54834 54835 54853 54854 54872\n 54873 54893 54894 54912 54913 56538 56539 56550 56551 56566 56567 56585\n 56586 56608 56609 56631 56632 56654 56655 56678 56679 58671 58688 58689\n 58709 58710 58732]\n[43247 43296 43325 43354 43381 44800 44827 44854 44883 44912 46512 46543\n 46574 46575 46605 46637 46669 48416 48439 48463 48485 48509 48536 48563\n 48594 48626 48627 48660 50658 50664 50672 50688 50706 50726 50746 50768\n 50788 50810 50861 52899 52911 52927 52941 52954 52969 52986 53004 54825\n 54845 54864 54884 54904 54927 54950 54971 56557 56576 56599 56622 56645\n 56670 56696 56721 56746 58679 58700 58722 58747 58774 58800 58850 58880\n 58909 61070 61090 61114 61138 61163 63348 63367 63388 63411 65336 65358\n 65380 67061 67084]\n[43301 43330 44859 44888 44917 46580 46610 46642 46674 48599 48632 48665\n 48696 48729 48762 48795 50866 50895 50922 50951 50981 53067 53091 53116\n 53142 55023 55049]\n[48946 48979 49011 51189 51219 51249 53346 53374 53397 55294 55320 55341\n 57176]\n[49042 51276 53418 55361]\n[53691 53710 53731 53753 53774 53794 53813 53832 53847 53864 53882 55606\n 55625 55646 55666 55684 55702 55719 55733 55748 55764]\n[19620 38406 41098 42495 42496 43693 43991 44000 45615 45657 47446 47447\n 47448 47502 47525 49345 49364 49386 49408 49427 49428 49447 49448 49467\n 49468 49469 49486 49487 49488 49489 49506 49507 49508 49509 49526 49527\n 49528 49546 49547 49548 49564 49565 49566 51487 51512 51536 51560 51561\n 51562 51584 51585 51586 51607 51608 51609 51630 51631 51632 51653 51654\n 51655 51675 51676 51677 51698 51699 51700 51720 51721 51722 51723 51741\n 51742 51743 51744 51762 51763 51764 51765 51780 51781 51782 51783 51784\n 51785 51799 51800 51801 51802 51803 51804 51818 51819 51820 51821 51822\n 51823 51824 51838 51840 51841 51842 51843 51844 53692 53693 53711 53712\n 53732 53733 53754 53755 53775 53776 53795 53796 53814 53815 53833 53834\n 53848 53849 53850 53851 53865 53866 53867 53868 53869 53883 53884 53885\n 53886 53887 53888 53901 53902 53903 53904 53905 53906 53907 53920 55607\n 55608 55626 55627 55628 55647 55648 55649 55667 55668 55669 55685 55686\n 55687 55703 55704 55720 55734 55735 55749 55750 55751 55752 55765 55766\n 55767 55768 55769 55781]\n[55592 55605 55624 55645 55665 55683 55701 55718 55732 55747 55763 55779]\n[55642 55662 55680 55698 55715 55729]\n[53842 53859 53860 53877 53878 53879 53896 53897 53898 53915 53916 53932\n 53933 53950 53951 53970 55744 55745 55760 55761 55776 55777]\n[53852 53870 53871 53872 53873 53889 53890 53891 53892 53893 53894 53895\n 53908 53909 53910 53911 53912 53913 53914 53924 53925 53926 53927 53928\n 53929 53930 53931 53941 53942 53943 53944 53945 53946 53947 53948 53949\n 53961 53962 53963 53964 53965 53966 53967 53968 53969 53980 53981 53982\n 53983 53984 53985 53986 53987 53988 54000 54001 54002 54003 54004 54005\n 54006 54022 54023 54024 54025 54026 54027 54028 54029 54043 54044 54045\n 54046 54047 54048 54049 54050 54066 54067 54068 54069 54070 54071 54087\n 54088 54089 54090 54115 54116 54117 54146 54147 54148 54179 54180 54181\n 54214 54215 54252 54253 54291 54292 54327 54328 54362 55740 55741 55742\n 55753 55754 55755 55756 55757 55758 55770 55771 55772 55773 55774 55775\n 55787 55788 55789 55790 55791 55792 55803 55804 55805 55806 55807 55808\n 55809 55817 55818 55819 55820 55821 55822 55823 55824 55831 55832 55833\n 55834 55835 55836 55837 55838 55843 55844 55845 55846 55847 55848 55849\n 55850 55855 55856 55857 55858 55859 55860 55861 55862 55863 55869 55870\n 55871 55872 55873 55874 55875 55876 55877 55889 55890 55891 55892 55893\n 55894 55895 55908 55909 55910 55911 55912 55913 55927 55928 55929 55930\n 55931 55951 55952 55953 55954 55955 55977 55978 55979 55980 55981 56007\n 56008 56009 56010 56040 56041 56042 56043 56074 56075 56076 56077 56111\n 56112 56113 56146 56147 56178 57579 57580 57581 57601 57602 57603 57622\n 57623 57624 57639 57640 57641 57657 57658 57659 57660 57661 57662 57675\n 57676 57677 57678 57679 57680 57695 57696 57697 57698 57699 57700 57714\n 57715 57716 57717 57718 57719 57720 57733 57734 57735 57736 57737 57738\n 57739 57740 57753 57754 57755 57756 57757 57758 57759 57760 57773 57774\n 57775 57776 57777 57778 57779 57780 57781 57791 57792 57793 57794 57795\n 57796 57797 57798 57799 57810 57811 57812 57813 57814 57815 57816 57817\n 57818 57819 57832 57833 57834 57835 57836 57837 57838 57839 57840 57856\n 57857 57858 57859 57860 57861 57862 57863 57882 57883 57884 57885 57886\n 57887 57888 57910 57911 57912 57913 57914 57915 57942 57943 57944 57945\n 57974 57975 57976 57977 58006 58007 58008 58009 58039 58040 58041 58073\n 58074 58075 58108 58109 58110 58144 58145 58146 58179 58180 58181 58214\n 58215 58247 58248 58284 59899 59900 59920 59939 59942 59943 59963 59964\n 59965 59966 59987 59988 59989 59990 59995 60009 60010 60011 60016 60017\n 60033 60034 60035 60036 60037 60038 60041 60042 60065 60066 60067 60068\n 60069 60070 60071 60072 60073 60074 60098 60099 60100 60101 60102 60103\n 60104 60105 60106 60107 60132 60133 60134 60135 60136 60137 60138 60139\n 60140 60166 60167 60168 60169 60170 60171 60172 60173 60203 60204 60205\n 60206 60207 60208 60209 60241 60242 60243 60244 60245 60246 60276 60277\n 60278 60279 60280 60281 60313 60314 60315 60316 60317 60318 60349 60350\n 60351 60352 60353 60386 60387 60388 60389 60390 60424 60425 60426 60428\n 60463 60464 60465 60467 60507 60508 60509 60550 60551 60552 60592 60593\n 60594 60634 60635 60636 60677 62290 62310 62329 62350 62351 62376 62377\n 62378 62407 62408 62409 62437 62438 62439 62460 62461 62486 62513 62514\n 62515 62544 62545 62575 62576 62608 62609 62643 62644 62678 62679 62714\n 62715 62749 62750 62785 62786 62827 62867 62868 62909 62910 62949 64696\n 64722 64951 66614 66641 66671 69703]\n[44325 47909 50025 50026 50027 50188 52295 52296 52297 52334 54306 54307\n 54308 54309 56125 56126 56127 56128 56129 58121 58122 58123 58124 58125\n 58126 60399 60400 60401 60402 60403 60404 60474 62656 62657 62658 62659\n 62660 64730 64731 64732 66541 66542 66543 66562 68159 68160 68176 69605\n 69613 69614 72226]\n[50063 50064 52337 52338 52339 54340 54341 54342 56158]\n[45881 47813 47814 47844 47875 47876 50065 50066 50106 50107 50145 50146\n 52340 52341 52378 52379 52380 52415 52416 52417 54344 54345 54375 54376\n 54377 54403 54404 54405 56162 56188 56189 56190 56211 56212 56213 58192\n 58193 58194 58195 58226 58227 58228 60479 60480 60481 60482 60483 60516\n 60523 60524 60525 62726 62727 62728 62729 62730 62763 62764 62765 64772\n 64773 64774 64775 64776 64799 64800 66577 66578 66579 66580 66581 66582\n 66583 66600 68186 68187 68188 69620 69621 69622 72196]\n[52487 52529 52570 54461 54501 54540 56256 56290 56325 56359 58363 58364\n 58401 58402 58437 60680 60681 60721 60722 60760 62952 62991]\n[46006 47974 47975 47976 50260 50261 50262 52537 52538 52539 54508 54509\n 54510 56295 56296 56297 58331]\n[44329 46007 47977 50263 52540 54511 56298]\n[37322 48079 50377 52621 52655 54585 54613 56368 56394 56419 58446 58479\n 60769 60806 63000]\n[46113 46134 46183 48109 48140 48171 48204 48235 50412 50445 50481 50515\n 52690 52724 52756 52788 52815 54643 54672 54700 54725 56461 56478]\n[48155 48186 48219 48250 50460 50496 50497 50530 50531 50562 52739 52740\n 52771 52772 52803 52804 52829 54684 54685 54714 54715 54739 54740 54757\n 56449 56450 56471 56472 56490 58521 58522 58552 58594 60857 60858 60891\n 60892 60893 60924 60925 60951 60952 60953 63088 63089 63121 63122 63123\n 63155 63156 63157 63185 63186 63187 65078 65106 65107 65135 65136 65165\n 65166 66824 66825 66849 66850 66876 66900 66901 71010 81257]\n[48382 48446 50679 50695 50712 50733 52904 52905 52916 52917 52918 52931\n 52932 52945 52946 52960 54795 54800 54801 54802 54803 54813 54814 54815\n 54816 54830 54831 54832 54833 54850 54851 54852 54869 54870 54871 54890\n 54891 54892 56525 56526 56532 56533 56534 56535 56536 56537 56545 56546\n 56547 56548 56549 56562 56563 56564 56565 56581 56582 56583 56584 56604\n 56605 56606 56607 56628 56629 56630 56651 56652 56653 56676 58632 58640\n 58641 58651 58652 58653 58654 58666 58667 58668 58669 58670 58684 58685\n 58686 58687 58705 58706 58707 58708 58727 58728 58729 58730 58753 58754\n 58755 58780 58781 58782 58806 61036 61037 61053 61055 61056 61057 61075\n 61076 61077 61078 61095 61096 61097 61120 61121 61122 61144 61145 61146\n 61168 61169 63335 63352 63353 63371 63372 63394 63395 63416 63417 63418\n 63437 63439 63458 65343 65365 65387 65388 65407 65408 65426 65428 65446\n 67092 67113]\n[52970 52987 53005 54905 54928 54951 56671 56697 56722 58801 58825]\n[48511 50770 50790 52988 53006 54929 54952 56698 56723]\n[44806 44833 46550 46582 48570 48601 50841 50868 53069 55025 56809 58945\n 61323 63597 65571]\n[55053 55078 56839 56866 58976 59005 61357 61388 63659]\n[44860 46549 46581 46611 48569 48600 48633 48666 50840 50867 50896 50923\n 50952 53045 53068 53092 53117 53143 54999 55024 55050 55075 55099 56780\n 56808 56836 56863 56890 58915 58944]\n[55052 55077 56838 56865 58975 59004 61356 61387]\n[55100 55123 55150 55175 56891 56918 56947 56977 57005 59030 59057 59087\n 59118 59150 59181 61417 61447 61477 61509 61540 61570 63691 63726 63757\n 63787 63810]\n[53371 53372 53373 53396 55286 55287 55311 55312 55313 55314 55315 55316\n 55317 55318 55319 55334 55335 55340 57140 57141 57142 57143 57144 57145\n 57146 57147 57148 57167 57168 57174 57200 59301 59302 59303 59304 59305\n 59306 59307 59335 59367 59368 61692 61693 61694 61695 61696 61697 63954\n 63983 63984 65939]"
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      {
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       "stream": "stdout",
       "text": "\n[55533 55550 55565 55578 57360 57383 57406 57427 57447 57465]\n[55576 55590 55622 55643 55663 55681 55699 55716 55730 57421 57442 57460\n 57461 57479 57480 57500 57522 57544 57566 57587 57609 57630 57647 57665\n 57683]\n[55563 55577 55591 55604 55623 55644 55664 55682 55700 55717 55731 55746\n 55762 55778 55825 57462 57481 57501 57523 57545 57567 57588 57610 57631\n 57648 57666 57684]\n[57378 57401 57423 57444 57463 57482 57502 57524 57546 57568 57589 57611]\n[55621 55641 55661 55679 55697 55714 55728 55743 55759 57520 57542 57564\n 57585 57607 57628 57645 57663 57681 57701]\n[55502 55503 55524 55525 55545 55546 55561 55562 55575 55588 55589 55602\n 55603 55619 55620 55639 55640 55658 55659 55660 55676 55677 55678 55694\n 55695 55696 55711 55712 55713 55725 55726 55727 57350 57373 57396 57419\n 57439 57440 57458 57459 57476 57477 57478 57497 57498 57499 57518 57519\n 57540 57541 57561 57562 57563 57582 57583 57584 57604 57605 57606 57625\n 57626 57627 57642 57643 57644]\n[57483 57503 57525 57547 57569 57590 57612 59592 59617 59640 59662 59682\n 59702 59724 59746 62020 62038 62056 62075 62096 62114 64259 64272 64288\n 64303]\n[57521 57543 57565 57586 57608 57629 57646 57664 59678 59698 59720 59742\n 59764]\n[57484 57504 57526 57548 57570 57591 57613 57634 57651 57669 57687]\n[57632 57633 57649 57650 57667 57668 57685 57686 57706 57725 70483]\n[42764 47998 50130 50170 50284 50323 52361 52399 52400 52434 52438 52439\n 52477 52480 52481 52482 52519 52522 52523 52561 52601 54020 54021 54040\n 54041 54042 54061 54062 54063 54064 54065 54081 54082 54083 54084 54085\n 54086 54106 54107 54108 54109 54110 54111 54112 54113 54114 54137 54138\n 54139 54140 54141 54142 54143 54144 54145 54170 54171 54172 54173 54174\n 54175 54176 54177 54178 54206 54207 54208 54209 54210 54211 54212 54213\n 54245 54246 54247 54248 54249 54250 54251 54284 54285 54286 54287 54288\n 54289 54290 54321 54322 54323 54324 54325 54326 54358 54359 54360 54361\n 54389 54390 54391 54392 54416 54417 54418 54419 54420 54450 54451 54452\n 54453 54454 54455 54456 54492 54493 54494 54495 54496 54531 54532 54533\n 54534 54535 54572 55868 55885 55886 55887 55888 55905 55906 55907 55923\n 55924 55925 55926 55945 55946 55947 55948 55949 55950 55969 55970 55971\n 55972 55973 55974 55975 55976 55999 56000 56001 56002 56003 56004 56005\n 56006 56033 56034 56035 56036 56037 56038 56039 56067 56068 56069 56070\n 56071 56072 56073 56104 56105 56106 56107 56108 56109 56110 56139 56140\n 56141 56142 56143 56144 56145 56172 56173 56174 56175 56176 56177 56199\n 56200 56201 56202 56203 56221 56222 56223 56224 56249 56250 56251 56252\n 56283 56284 56285 56318 56319 56320 57830 57831 57852 57853 57854 57855\n 57877 57878 57879 57880 57881 57904 57905 57906 57907 57908 57909 57933\n 57934 57935 57936 57937 57938 57939 57940 57941 57965 57966 57967 57968\n 57969 57970 57971 57972 57973 57997 57998 57999 58000 58001 58002 58003\n 58004 58005 58030 58031 58032 58033 58034 58035 58036 58037 58038 58065\n 58066 58067 58068 58069 58070 58071 58072 58101 58102 58103 58104 58105\n 58106 58107 58137 58138 58139 58140 58141 58142 58143 58172 58173 58174\n 58175 58176 58177 58178 58207 58208 58209 58210 58211 58212 58213 58242\n 58243 58244 58245 58246 58276 58277 58278 58279 58280 58281 58316 58317\n 58318 58319 58320 58354 58355 58356 60032 60062 60063 60064 60094 60095\n 60096 60097 60127 60128 60129 60130 60131 60161 60162 60163 60164 60165\n 60196 60197 60198 60199 60200 60201 60202 60232 60233 60234 60235 60236\n 60237 60238 60239 60240 60267 60268 60269 60270 60271 60272 60273 60274\n 60275 60304 60305 60306 60307 60308 60309 60310 60311 60312 60341 60342\n 60343 60344 60345 60346 60347 60348 60378 60379 60380 60381 60382 60383\n 60384 60385 60417 60418 60419 60420 60421 60422 60423 60456 60457 60458\n 60459 60460 60461 60462 60501 60502 60503 60504 60505 60506 60544 60545\n 60546 60547 60548 60549 60586 60587 60588 60589 60591 60628 60629 60630\n 60631 60633 60670 60671 60672 62375 62402 62403 62404 62405 62406 62432\n 62433 62434 62435 62436 62457 62458 62459 62481 62482 62483 62484 62485\n 62506 62507 62508 62509 62510 62511 62512 62536 62537 62538 62539 62540\n 62541 62542 62543 62566 62567 62568 62569 62570 62571 62572 62573 62574\n 62600 62601 62602 62603 62604 62605 62606 62607 62635 62636 62637 62638\n 62639 62640 62641 62642 62670 62671 62672 62673 62674 62675 62676 62677\n 62707 62708 62709 62710 62711 62712 62713 62743 62744 62745 62746 62747\n 62748 62782 62783 62784 62821 62822 62823 62824 62826 62861 62862 62863\n 62864 62866 62903 62904 62905 64561 64579 64580 64581 64597 64598 64599\n 64600 64614 64615 64616 64617 64618 64619 64620 64636 64637 64638 64639\n 64640 64641 64642 64643 64644 64662 64663 64664 64665 64666 64667 64668\n 64669 64670 64671 64688 64689 64690 64691 64692 64693 64694 64695 64697\n 64714 64715 64716 64717 64718 64719 64720 64721 64723 64739 64740 64741\n 64742 64743 64744 64764 64765 64788 64789 64813 64843 64844 64845 64874\n 64875 64876 64878 64911 64912 64913 64916 64953 64989 64990 66436 66448\n 66449 66450 66461 66462 66463 66464 66465 66477 66478 66479 66480 66481\n 66482 66493 66494 66495 66496 66497 66498 66499 66500 66512 66513 66514\n 66515 66532 66533 66551 66552 66571 66590 66780 66826 68078 68093 68266\n 68268 68294 68296 68299 68321 68323 69644 69663 69683 72264 75171]\n[47607 47629 47651 53973 53991 54008 54031 54052 54073 54095 54096 54122\n 54123 54124 54125 54154 54155 54156 54157 54188 54189 54190 55852 55864\n 55865 55878 55879 55896 55897 55914 55915 55916 55932 55933 55934 55935\n 55936 55956 55957 55958 55959 55983 55985 55986 55987 56014 56016 56017\n 56018 56047 56051 56085 57804 57805 57820 57822 57823 57841 57842 57843\n 57844 57864 57865 57866 57867 57889 57890 57891 57892 57893 57894 57916\n 57917 57918 57919 57920 57921 57946 57947 57948 57949 57950 57951 57978\n 57979 57980 57981 57982 57983 57984 57985 58010 58011 58012 58013 58014\n 58015 58016 58017 58043 58044 58045 58046 58047 58048 58049 58050 58077\n 58078 58079 58080 58081 58082 58083 58084 58112 58113 58114 58115 58116\n 58117 58118 58148 58149 58150 58151 58152 58153 58183 58184 58185 58186\n 58217 58218 58219 58250 58251 58252 58287 58288 58326 60044 60076 60077\n 60108 60109 60110 60141 60142 60143 60144 60145 60174 60175 60176 60177\n 60178 60210 60211 60212 60213 60214 60247 60248 60249 60250 60251 60282\n 60283 60284 60285 60286 60319 60320 60321 60322 60323 60324 60354 60355\n 60356 60357 60358 60359 60360 60391 60392 60393 60394 60395 60396 60429\n 60430 60431 60432 60433 60434 60468 60469 60470 60471 60472 60473 60512\n 60513 60514 60515 60555 60556 60557 60558 60598 60599 60640 60682 62417\n 62470]\n[45900 47842 47843 50103 50104 50105 52375 52376 52377 54372 54373 54374\n 56185 56186 56187 58190 58191 60478]\n[45974 47939 47940 50182 50222 50223 50224 52494 52495 52496 54468 54469\n 56262]\n[50174 50215 50291 52443 52486 52528 52569 54393 54423 54460 54500 54539\n 56204 56225 56255 56289 56324 56358 58216 58249 58285 58286 58324 58325\n 58362 58400 58436 60427 60466 60510 60511 60553 60554 60595 60596 60597\n 60637 60638 60639 60679 60720 60759 62788 62829 62870 62912 62951 62990]\n[50227 52497 52499 52500 54470 54471 54472 54473 56263 56264 56265 56266\n 58295 58296 58297 58298 60606 60607 60608 62840 62841 72278]\n[52483 52525 52566 54421 54457 54497 54536 56253 56286 56321 58282 58321\n 58359 58397 60676 60717 73630]\n[46186 47903 47973 50258 50259 52534 52535 52536 54504 54505 54506 54507\n 54541 54576 56291 56292 56293 56294 58289 58327 58328 58329 58330 60600\n 60642 60643 60644 60645 60646 62876 62877 62878 64886 64887 66674 68251\n 69655]\n[52441 52484 52526 52567 54458 54498 54537 54574 54604 56287 56322 56356\n 58283 58322 58360 58398 58434 58469 60718 60757 60795 62988 63026]\n[48035 50290 50330 52442 52485 52527 52568 52608 54422 54459 54499 54538\n 54575 56254 56288 56323 56357 56386 58323 58361 58399 58435 58470 60678\n 60719 60758 60796 62911 62950 62989]\n[52578 54547 54548 56330 56331 56332 58369 58370 58371 60688 60689 60690\n 62920 62921 62922 64929]\n[52595 52634 54563 54595 56347 56377 58387 58424]\n[44383 44406 44423 46093 46114 48049 48080 48081 48110 50343 50344 50378\n 50379 50413 52622 52623 52656 52657 52691 54586 54587 54614 54615 54644\n 56369 56395 58412 58447 58480 60807 60843 63039 63074 65064]\n[48031 48159 50322 50324 50361 50432 50465 50466 50467 52600 52602 52639\n 52640 52641 52674 52675 52676 52677 52709 52710 52711 52712 52744 52745\n 52746 54568 54569 54570 54600 54601 54602 54630 54631 54632 54633 54661\n 54662 54663 54664 54689 54690 56382 56383 56384 56408 56409 56410 56411\n 56432 56433 56434 56435 56453 58429 58430 58431 58464 58465 58466 58467\n 58497 58498 58499 58500 58525 58526 58527 58556 58557 60750 60751 60752\n 60788 60789 60790 60791 60825 60826 60827 60828 60831 60832 60861 60862\n 60863 60864 60865 60898 60899 60900 60929 62981 62982 62983 63019 63020\n 63021 63022 63057 63058 63059 63060 63091 63092 63094 63095 63129 63130\n 63131 64949 64950 64984 64985 64986 65019 65020 65051 65052 65053 65079\n 65113 65114 66827 66857 72346]\n[54691 54692 56454 56455 58528 58529]\n[54764 54777 54784 56508 56518 58601 58616 58626 60937 60962 60984 61002]\n[41457 41479 41498 41513 41514 42955 42978 42998 43014 44521 44544 44564\n 44581 46220 46248 48244 48274 50556 50585 52824 52848 54754 54770 56499\n 56512 58590]\n[46453 48411 48433 48434 48435 50721 50722 50742 52966 52967 52985 53003\n 54841 54860 54861 54879 54880 54881 54898 54899 54900 54922 54923 54924\n 54945 54946 54947 56591 56592 56593 56594 56614 56615 56616 56617 56618\n 56638 56639 56640 56641 56662 56663 56664 56665 56666 56687 56688 56689\n 56690 56691 56692 56714 56715 56716 56717 56718 56743 58674 58692 58693\n 58694 58695 58714 58715 58716 58735 58736 58737 58738 58739 58762 58763\n 58764 58765 58814 58815 58816 58817 58818 58842 58843 58845 58872 61042\n 61043 61061 61062 61063 61081 61082 61083 61101 61102 61103 61124 61125\n 61126 61149 61150 61151 63318 63396 63397 65389]\n[54844 54863 54883 54903 54926 54949 56598 56621 56644 56669 56695 56720\n 56745 58721 58746 58773 58799 58824 58849 58879 61113 61137 61162 61184\n 61225 61253 61254 61284 61285 61316 61348 63387 63410 63433 63454 63475\n 63499 63500 63528 63529 63558 63559 63560 63588 63589 63590 63619 63620\n 63650 63651 65335 65357 65379 65401 65423 65464 65485 65486 65508 65509\n 65533 65534 65535 65536 65562 65563 65564 65593 65594 65626 67004 67005\n 67006 67017 67018 67019 67038 67039 67060 67083 67106 67123 67140 67160\n 67179 67195 67196 67197 67209 67210 67211 67230 67231 67232 67256 67257\n 67258 67284 67285 67315 68613 68631 68644 68657 68674 68694 68713 68727\n 68728 68746 68747 68771 68772 68773 68797 68798 68824 68855 69959 69979\n 69996 70011 70070 70088 70108 70109 70110 70133 70134 70135 70158 71299\n 71351 71393]\n[48467 48487 48513 50751 50772 50793 52974 52991 53009 53025 54932 54955\n 54976 56701 56726 56751 58829 58855 58885]\n[41801 53063 53114 55019 55020 55046 55047 55072 55073 55096 56772 56773\n 56774 56801 56802 56803 56829 56830 56831 56832 56859 56860 56884 56885\n 56886 56887 56888 58876 58877 58908 58937 58938 58966 58967 58968 58994\n 58995 58997 59021 59023 59024 59025 59049 59050 59051 59052 59053 59078\n 59109 59110 59111 59140 61251 61252 61281 61282 61283 61312 61313 61314\n 61315 61342 61343 61344 61345 61346 61347 61374 61375 61376 61379 61404\n 61407 61408 61409 61410 61435 61437 61438 61439 61440 61466 61467 61468\n 61469 61498 61499 61500 61501 61528 61529 61559 61560 61761 63557 63586\n 63614 63615 63616 63617 63618 63643 63644 63645 63648 63649 63676 63680\n 63681 63682 63683 63709 63712 63713 63714 63715 63745 63746 63747 63748\n 63749 63775 63776 63777 63778 64015 65592 65617 65618 65622 65623 65624\n 65625 65650 65655 65656 65657 65684 65688 65689 65690 65722 65723 65724\n 65725 65750 65751 67307 67311 67312 67313 67314 67339 67344 67345 67346\n 67378 67379 67414 67415 67445 68821 68822 68823 68850 68851 68852 68882\n 68883 68917 68918 70179 70180 70181 70206 70207 70208 70233 70234 70262\n 71484 71485 71508 71509 71537 71538 72762 72763 72787 72788 72814 72815\n 74173 74174 74199 74200 74222 74223 75664 75688 75689 77169 77192 77193\n 78685]\n[54973 54995 56748 56776 56804 58911 58940]\n[28406 37719 39081 ..., 72912 75814 96871]\n[55288 55289 55290 55291 55292 56858 57110 57111 57112 57113 57114 57115\n 59268 59269 59270 59271 59272 61658 61659 61660 61661]\n[59443 59444 59445 59446 59447 59466 59467 59468 59469 59470 59471 59490\n 59491 59492 59493 59494 59518]\n[59464 59465 59488 59489]\n[59428 59457 59481 59505]\n[57227 57254 59429 59458 59482 59506]\n[59485 59486 59509 59510 59511 59530 59531 59549 59552 59553 59554 59573\n 59576 59577 59596 61823 61851 61855 61856 61878 61882 61883 61884 61885\n 61905 61906 61907 61908 61909 61926 61927 61928 61944 61945 61946 61947\n 61965 61966 61967 61968 61969 61970 61987 61988 61989 61990 62004 62005\n 62022 64046 64047 64073 64099 64102 64103 64104 64105 64124 64127 64128\n 64129 64130 64152 64153 64154 64155 64172 64173 64174 64175 64190 64191\n 64192 64193 64194 64195 64196 64197 64210 64211 64212 64213 64214 64215\n 64216 64217 64227 64228 64229 64232 64239 64240 66128 66144 69163 69184\n 69205 70582]\n[59514 59515 59516 59517 59533 59534 59535 59536 59557 59558 59559 59560\n 59580 59581 59582 59583 59606 59607 59608 59629 59630 59631 59652]\n[59523 59542 59543 59566 59567 59568 59589 59590 59591 59614 59615 59616\n 59638 59639]\n[57382 57405 57426 57446 57464 59548 59572 59595 59620 59643 59665 61964]\n[57486 57507 57529 57551 59686 59706 59728 59750 62041 62059 62078 62099]\n[57485 57505 57527 57549 57571 59618 59619 59641 59642 59663 59664 59683\n 59684 59703 59704 59725 59726 59747 59748 59768 59769 59790 59791 59812\n 59833 59853 59870 61986 62003 62021 62039 62057 62076 62097 62115 64260\n 64273 64289 64304]\n[61939 61959 61983 62002 62017 62018 62035 62036 62053 62054 62072 62073\n 62093 62094 64257 64269 64270 64285 64286]\n[59661 59681 59701 59723 59745 59767 59788 59810 59831 59851 59868 59887]\n[59613 59636 59637 59658 59659 59660 59679 59680 59699 59700 59721 59722\n 59743 59744 59765 59766 59785 59786 59787 59807 59808 59809 59828 59829\n 59830 59848 59849 59850 59865 59866 59867 66198 66207]\n[57592 57614 57635 57652 57653 57654 57670 57671 57672 57688 57689 57690\n 59