From dc3cab781184902b54795eb26b88e0cc8ba355e6 Mon Sep 17 00:00:00 2001 From: Eric Czech Date: Tue, 19 May 2020 12:55:39 -0400 Subject: [PATCH 1/3] Adding ubuntu docker build + instructions --- docker/Dockerfile | 38 ++++++++++++++++++++++++++++++++++++++ docker/README.md | 24 ++++++++++++++++++++++++ 2 files changed, 62 insertions(+) create mode 100644 docker/Dockerfile create mode 100644 docker/README.md diff --git a/docker/Dockerfile b/docker/Dockerfile new file mode 100644 index 00000000..7b53225d --- /dev/null +++ b/docker/Dockerfile @@ -0,0 +1,38 @@ +# Use 16.04 as it is the current linux default in the travis build +# https://github.com/fastlmm/FaST-LMM/blob/master/.travis.yml +FROM ubuntu:16.04 + +# gcc and g++ are critical dependencies for pysnptools +RUN apt-get update && \ + apt-get install -y wget gcc g++ && \ + rm -rf /var/lib/apt/lists/* + +# Install conda +RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-4.7.12-Linux-x86_64.sh -O ~/miniconda.sh && \ + /bin/bash ~/miniconda.sh -b -p /opt/conda && \ + rm ~/miniconda.sh && \ + /opt/conda/bin/conda clean -tipsy && \ + ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \ + echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \ + echo "conda activate base" >> ~/.bashrc && \ + find /opt/conda/ -follow -type f -name '*.a' -delete && \ + find /opt/conda/ -follow -type f -name '*.js.map' -delete && \ + /opt/conda/bin/conda clean -afy && \ + chown -R $USERNAME:$USERNAME /opt/conda + +# Initialize environment +ENV PATH /opt/conda/bin:$PATH +RUN conda create -n fastlmm python=3.7 +RUN conda init bash +RUN echo "conda activate fastlmm" >> ~/.bashrc +ENV PATH /opt/conda/envs/fastlmm/bin:$PATH +RUN conda install -n fastlmm "mkl==2019.4" "scipy>=1.1.0" "numpy>=1.11.3" jupyter + +# While not ideal, pysnptools/fastlmm should be installed separately via pip +# See: https://github.com/fastlmm/FaST-LMM/issues/6#issuecomment-598458316 +RUN /opt/conda/envs/fastlmm/bin/pip install pysnptools --no-use-pep517 +RUN /opt/conda/envs/fastlmm/bin/pip install fastlmm + +# Initialize some working directory for bind mounts +RUN mkdir /work +WORKDIR /work diff --git a/docker/README.md b/docker/README.md new file mode 100644 index 00000000..b6d97df7 --- /dev/null +++ b/docker/README.md @@ -0,0 +1,24 @@ +## Docker Instructions + +To build the docker container, run: + +```bash +cd FaST-LMM/docker +docker build -t fastlmm . +``` + +The container has no entry point but jupyter will be installed so +a common use case for execution is: + +```bash +# Mount local repo copy for access to datasets +REPO_DIR=$HOME/repos/FaST-LMM +docker run --rm -p 8888:8888 -it \ +-v $REPO_DIR:/work/FaST-LMM \ +fastlmm /bin/bash + +# In container: +(fastlmm)> jupyter notebook --ip=0.0.0.0 --no-browser --allow-root --NotebookApp.token='' + +# Use notebook at localhost:8888 +``` From 57dabb076a86f2a95598c980b60011669eb182ec Mon Sep 17 00:00:00 2001 From: Eric Czech Date: Tue, 19 May 2020 13:09:02 -0400 Subject: [PATCH 2/3] Adding synthetic data extract --- .../synth_export-checkpoint.ipynb | 1051 ++++ .../export-checkpoint.ipynb | 1048 ++++ tests/notebooks/synth-01/README.md | 3 + tests/notebooks/synth-01/data.zarr/.zattrs | 1 + tests/notebooks/synth-01/data.zarr/.zgroup | 3 + .../synth-01/data.zarr/cm_pos/.zarray | 20 + .../synth-01/data.zarr/cm_pos/.zattrs | 5 + tests/notebooks/synth-01/data.zarr/cm_pos/0 | Bin 0 -> 623 bytes .../synth-01/data.zarr/contig/.zarray | 20 + .../synth-01/data.zarr/contig/.zattrs | 5 + tests/notebooks/synth-01/data.zarr/contig/0 | Bin 0 -> 308 bytes .../notebooks/synth-01/data.zarr/data/.zarray | 22 + .../notebooks/synth-01/data.zarr/data/.zattrs | 6 + tests/notebooks/synth-01/data.zarr/data/0.0 | Bin 0 -> 177621 bytes tests/notebooks/synth-01/data.zarr/data/0.1 | Bin 0 -> 174387 bytes tests/notebooks/synth-01/data.zarr/data/1.0 | Bin 0 -> 176976 bytes tests/notebooks/synth-01/data.zarr/data/1.1 | Bin 0 -> 174164 bytes 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tests/notebooks/synth-01/export.ipynb | 1048 ++++ tests/notebooks/synth-01/results.csv | 5001 +++++++++++++++++ 36 files changed, 8333 insertions(+) create mode 100644 tests/notebooks/.ipynb_checkpoints/synth_export-checkpoint.ipynb create mode 100644 tests/notebooks/synth-01/.ipynb_checkpoints/export-checkpoint.ipynb create mode 100644 tests/notebooks/synth-01/README.md create mode 100644 tests/notebooks/synth-01/data.zarr/.zattrs create mode 100644 tests/notebooks/synth-01/data.zarr/.zgroup create mode 100644 tests/notebooks/synth-01/data.zarr/cm_pos/.zarray create mode 100644 tests/notebooks/synth-01/data.zarr/cm_pos/.zattrs create mode 100644 tests/notebooks/synth-01/data.zarr/cm_pos/0 create mode 100644 tests/notebooks/synth-01/data.zarr/contig/.zarray create mode 100644 tests/notebooks/synth-01/data.zarr/contig/.zattrs create mode 100644 tests/notebooks/synth-01/data.zarr/contig/0 create mode 100644 tests/notebooks/synth-01/data.zarr/data/.zarray create mode 100644 tests/notebooks/synth-01/data.zarr/data/.zattrs create mode 100644 tests/notebooks/synth-01/data.zarr/data/0.0 create mode 100644 tests/notebooks/synth-01/data.zarr/data/0.1 create mode 100644 tests/notebooks/synth-01/data.zarr/data/1.0 create mode 100644 tests/notebooks/synth-01/data.zarr/data/1.1 create mode 100644 tests/notebooks/synth-01/data.zarr/data/2.0 create mode 100644 tests/notebooks/synth-01/data.zarr/data/2.1 create mode 100644 tests/notebooks/synth-01/data.zarr/data/3.0 create mode 100644 tests/notebooks/synth-01/data.zarr/data/3.1 create mode 100644 tests/notebooks/synth-01/data.zarr/family_id/.zarray create mode 100644 tests/notebooks/synth-01/data.zarr/family_id/.zattrs create mode 100644 tests/notebooks/synth-01/data.zarr/family_id/0 create mode 100644 tests/notebooks/synth-01/data.zarr/pos/.zarray create mode 100644 tests/notebooks/synth-01/data.zarr/pos/.zattrs create mode 100644 tests/notebooks/synth-01/data.zarr/pos/0 create mode 100644 tests/notebooks/synth-01/data.zarr/sample_id/.zarray create mode 100644 tests/notebooks/synth-01/data.zarr/sample_id/.zattrs create mode 100644 tests/notebooks/synth-01/data.zarr/sample_id/0 create mode 100644 tests/notebooks/synth-01/data.zarr/variant_id/.zarray create mode 100644 tests/notebooks/synth-01/data.zarr/variant_id/.zattrs create mode 100644 tests/notebooks/synth-01/data.zarr/variant_id/0 create mode 100644 tests/notebooks/synth-01/data.zarr/variant_id/1 create mode 100644 tests/notebooks/synth-01/export.ipynb create mode 100644 tests/notebooks/synth-01/results.csv diff --git a/tests/notebooks/.ipynb_checkpoints/synth_export-checkpoint.ipynb b/tests/notebooks/.ipynb_checkpoints/synth_export-checkpoint.ipynb new file mode 100644 index 00000000..eacb1e1f --- /dev/null +++ b/tests/notebooks/.ipynb_checkpoints/synth_export-checkpoint.ipynb @@ -0,0 +1,1051 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### FaST-LMM Simulation Export\n", + "\n", + "Export results and data from first example in: https://nbviewer.jupyter.org/github/fastlmm/FaST-LMM/blob/master/doc/ipynb/FaST-LMM.ipynb" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# import the algorithm\n", + "!pip install xarray zarr\n", + "import os\n", + "import os.path as osp\n", + "import numpy as np\n", + "import xarray as xr\n", + "from fastlmm.association import single_snp\n", + "from pysnptools.snpreader import Bed\n", + "repo_dir = \"/work/FaST-LMM\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# set up data\n", + "##############################\n", + "bed_fn = osp.join(repo_dir, \"tests/datasets/synth/all\")\n", + "pheno_fn = osp.join(repo_dir, \"tests/datasets/synth/pheno_10_causals.txt\")\n", + "cov_fn = osp.join(repo_dir, \"tests/datasets/synth/cov.txt\")" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n", + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n", + "0.08 seconds elapsed\n", + "h2=0.6149633560168088\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.0163266658782959\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.021387338638305664\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.06 seconds elapsed\n", + "h2=0.5342624467748883\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.01574993133544922\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.021263599395751953\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.07 seconds elapsed\n", + "h2=0.2797104739328243\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.01983356475830078\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.019928932189941406\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.06 seconds elapsed\n", + "h2=0.5420459884560497\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.021071434020996094\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.025470256805419922\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.06 seconds elapsed\n", + "h2=0.4511165760152969\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.017426252365112305\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.01979660987854004\n", + "PhenotypeName\tpheno0\n", + "SampleSize\t500\n", + "SNPCount\t5000\n", + "Runtime\t0.8344700336456299\n" + ] + } + ], + "source": [ + "# run gwas\n", + "###################################################################\n", + "count_A1 = True\n", + "results_df = single_snp(bed_fn, pheno_fn, covar=cov_fn, count_A1=count_A1)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# manhattan plot\n", + "import pylab\n", + "import fastlmm.util.util as flutil\n", + "pylab.rcParams['figure.figsize'] = (10.0, 8.0)#For some reason, need again (appears above too) to get big figures\n", + "flutil.manhattan_plot(results_df[[\"Chr\", \"ChrPos\", \"PValue\"]].values,pvalue_line=1e-5,xaxis_unit_bp=False)\n", + "pylab.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
052snp495_m0_.01m1_.045405240522.990684e-23-0.4186530.0400520.4245210.00.451117
1392snp1422_m0_.49m1_.53239223928.251922e-230.4164950.0403000.4205870.00.279710
2650snp1200_m0_.37m1_.363265026503.048007e-14-0.3288700.0420210.3312400.00.279710
33snp433_m0_.14m1_.113200320039.202499e-100.2682890.0429730.2696700.00.279710
4274snp2832_m0_.46m1_.14327432747.069762e-04-0.1704210.0500030.1511240.00.542046
\n", + "
" + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 52 snp495_m0_.01m1_.04 5 4052 4052 2.990684e-23 \n", + "1 392 snp1422_m0_.49m1_.5 3 2392 2392 8.251922e-23 \n", + "2 650 snp1200_m0_.37m1_.36 3 2650 2650 3.048007e-14 \n", + "3 3 snp433_m0_.14m1_.11 3 2003 2003 9.202499e-10 \n", + "4 274 snp2832_m0_.46m1_.1 4 3274 3274 7.069762e-04 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.418653 0.040052 0.424521 0.0 0.451117 \n", + "1 0.416495 0.040300 0.420587 0.0 0.279710 \n", + "2 -0.328870 0.042021 0.331240 0.0 0.279710 \n", + "3 0.268289 0.042973 0.269670 0.0 0.279710 \n", + "4 -0.170421 0.050003 0.151124 0.0 0.542046 " + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DebugEmitFolds.txt allButChr1.bed chr1.bim\t pheno_10_causals.txt\r\n", + "all.bed\t\t allButChr1.bim chr1.fam\r\n", + "all.bim\t\t allButChr1.fam chr1.sets.txt\r\n", + "all.fam\t\t chr1.bed\t cov.txt\r\n" + ] + } + ], + "source": [ + "!ls /work/FaST-LMM/tests/datasets/synth" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n" + ] + }, + { + "data": { + "text/plain": [ + "(500, 5000)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed = Bed(bed_fn, count_A1=count_A1)\n", + "bed.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 1, 0, 0],\n", + " [ 1, 1, 1],\n", + " [ 1, 2, 2],\n", + " ...,\n", + " [ 5, 4997, 4997],\n", + " [ 5, 4998, 4998],\n", + " [ 5, 4999, 4999]])" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# (chromosome, genetic distance, basepair distance)\n", + "bed.pos" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" + ] + }, + { + "data": { + "text/html": [ + "
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xarray.Dataset
    • sample: 500
    • variant: 5000
      • data
        (variant, sample)
        int8
        0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
        array([[0, 0, 0, ..., 0, 0, 0],\n",
        +       "       [0, 0, 0, ..., 0, 0, 0],\n",
        +       "       [1, 1, 1, ..., 0, 0, 0],\n",
        +       "       ...,\n",
        +       "       [0, 0, 1, ..., 1, 1, 0],\n",
        +       "       [1, 2, 1, ..., 0, 0, 2],\n",
        +       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
      • sample_id
        (sample)
        <U8
        'cid0P0' 'cid1P0' ... 'cid499P1'
        array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
        +       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
        +       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
        +       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
        +       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
        +       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
        +       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
        +       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
        +       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
        +       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
        +       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
        +       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
        +       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
        +       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
        +       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
        +       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
        +       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
        +       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
        +       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
        +       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
        +       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
        +       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
        +       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
        +       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
        +       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
        +       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
        +       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
        +       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
        +       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
        +       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
        +       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
        +       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
        +       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
        +       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
        +       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
        +       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
        +       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
        +       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
        +       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
        +       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
        +       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
        +       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
        +       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
        +       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
        +       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
        +       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
        +       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
        +       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
        +       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
        +       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
        +       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
        +       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
        +       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
        +       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
        +       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
        +       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
        +       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
        +       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
        +       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
        +       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
        +       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
        +       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
        +       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
        +       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
        +       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
        +       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
        +       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
        +       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
        +       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
        +       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
        +       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
        +       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
        +       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
        +       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
        +       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
        +       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
        +       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
        +       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
        +       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
        +       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
        +       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
        +       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
        +       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
        +       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
        +       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
        +       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
        +       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
        +       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
        +       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
        +       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
        +       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
        +       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
        +       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
        +       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
        +       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
        +       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
        +       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
      • family_id
        (sample)
        <U8
        'cid0P0' 'cid1P0' ... 'cid499P1'
        array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
        +       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
        +       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
        +       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
        +       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
        +       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
        +       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
        +       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
        +       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
        +       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
        +       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
        +       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
        +       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
        +       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
        +       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
        +       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
        +       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
        +       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
        +       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
        +       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
        +       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
        +       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
        +       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
        +       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
        +       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
        +       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
        +       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
        +       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
        +       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
        +       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
        +       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
        +       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
        +       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
        +       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
        +       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
        +       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
        +       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
        +       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
        +       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
        +       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
        +       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
        +       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
        +       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
        +       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
        +       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
        +       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
        +       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
        +       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
        +       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
        +       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
        +       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
        +       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
        +       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
        +       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
        +       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
        +       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
        +       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
        +       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
        +       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
        +       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
        +       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
        +       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
        +       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
        +       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
        +       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
        +       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
        +       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
        +       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
        +       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
        +       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
        +       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
        +       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
        +       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
        +       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
        +       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
        +       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
        +       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
        +       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
        +       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
        +       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
        +       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
        +       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
        +       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
        +       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
        +       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
        +       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
        +       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
        +       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
        +       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
        +       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
        +       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
        +       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
        +       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
        +       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
        +       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
        +       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
        +       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
      • variant_id
        (variant)
        <U20
        'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
        array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
        +       "       ..., 'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47',\n",
        +       "       'snp124_m0_.23m1_.08'], dtype='<U20')
      • contig
        (variant)
        int64
        1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
        array([1, 1, 1, ..., 5, 5, 5])
      • cm_pos
        (variant)
        int64
        0 1 2 3 4 ... 4996 4997 4998 4999
        array([   0,    1,    2, ..., 4997, 4998, 4999])
      • pos
        (variant)
        int64
        0 1 2 3 4 ... 4996 4997 4998 4999
        array([   0,    1,    2, ..., 4997, 4998, 4999])
    " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0\n", + " sample_id (sample) " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# manhattan plot\n", + "import pylab\n", + "import fastlmm.util.util as flutil\n", + "pylab.rcParams['figure.figsize'] = (10.0, 8.0)#For some reason, need again (appears above too) to get big figures\n", + "flutil.manhattan_plot(results_df[[\"Chr\", \"ChrPos\", \"PValue\"]].values,pvalue_line=1e-5,xaxis_unit_bp=False)\n", + "pylab.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
    052snp495_m0_.01m1_.045405240522.990684e-23-0.4186530.0400520.4245210.00.451117
    1392snp1422_m0_.49m1_.53239223928.251922e-230.4164950.0403000.4205870.00.279710
    2650snp1200_m0_.37m1_.363265026503.048007e-14-0.3288700.0420210.3312400.00.279710
    33snp433_m0_.14m1_.113200320039.202499e-100.2682890.0429730.2696700.00.279710
    4274snp2832_m0_.46m1_.14327432747.069762e-04-0.1704210.0500030.1511240.00.542046
    \n", + "
    " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 52 snp495_m0_.01m1_.04 5 4052 4052 2.990684e-23 \n", + "1 392 snp1422_m0_.49m1_.5 3 2392 2392 8.251922e-23 \n", + "2 650 snp1200_m0_.37m1_.36 3 2650 2650 3.048007e-14 \n", + "3 3 snp433_m0_.14m1_.11 3 2003 2003 9.202499e-10 \n", + "4 274 snp2832_m0_.46m1_.1 4 3274 3274 7.069762e-04 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.418653 0.040052 0.424521 0.0 0.451117 \n", + "1 0.416495 0.040300 0.420587 0.0 0.279710 \n", + "2 -0.328870 0.042021 0.331240 0.0 0.279710 \n", + "3 0.268289 0.042973 0.269670 0.0 0.279710 \n", + "4 -0.170421 0.050003 0.151124 0.0 0.542046 " + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DebugEmitFolds.txt allButChr1.bed chr1.bim\t pheno_10_causals.txt\r\n", + "all.bed\t\t allButChr1.bim chr1.fam\r\n", + "all.bim\t\t allButChr1.fam chr1.sets.txt\r\n", + "all.fam\t\t chr1.bed\t cov.txt\r\n" + ] + } + ], + "source": [ + "!ls /work/FaST-LMM/tests/datasets/synth" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n" + ] + }, + { + "data": { + "text/plain": [ + "(500, 5000)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed = Bed(bed_fn, count_A1=count_A1)\n", + "bed.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 1, 0, 0],\n", + " [ 1, 1, 1],\n", + " [ 1, 2, 2],\n", + " ...,\n", + " [ 5, 4997, 4997],\n", + " [ 5, 4998, 4998],\n", + " [ 5, 4999, 4999]])" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# (chromosome, genetic distance, basepair distance)\n", + "bed.pos" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" + ] + }, + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    xarray.Dataset
      • sample: 500
      • variant: 5000
        • data
          (variant, sample)
          int8
          0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
          array([[0, 0, 0, ..., 0, 0, 0],\n",
          +       "       [0, 0, 0, ..., 0, 0, 0],\n",
          +       "       [1, 1, 1, ..., 0, 0, 0],\n",
          +       "       ...,\n",
          +       "       [0, 0, 1, ..., 1, 1, 0],\n",
          +       "       [1, 2, 1, ..., 0, 0, 2],\n",
          +       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
        • sample_id
          (sample)
          <U8
          'cid0P0' 'cid1P0' ... 'cid499P1'
          array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
          +       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
          +       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
          +       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
          +       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
          +       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
          +       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
          +       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
          +       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
          +       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
          +       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
          +       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
          +       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
          +       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
          +       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
          +       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
          +       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
          +       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
          +       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
          +       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
          +       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
          +       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
          +       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
          +       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
          +       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
          +       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
          +       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
          +       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
          +       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
          +       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
          +       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
          +       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
          +       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
          +       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
          +       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
          +       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
          +       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
          +       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
          +       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
          +       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
          +       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
          +       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
          +       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
          +       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
          +       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
          +       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
          +       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
          +       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
          +       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
          +       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
          +       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
          +       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
          +       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
          +       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
          +       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
          +       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
          +       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
          +       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
          +       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
          +       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
          +       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
          +       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
          +       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
          +       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
          +       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
          +       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
          +       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
          +       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
          +       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
          +       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
          +       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
          +       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
          +       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
          +       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
          +       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
          +       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
          +       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
          +       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
          +       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
          +       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
          +       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
          +       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
          +       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
          +       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
          +       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
          +       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
          +       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
          +       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
          +       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
          +       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
          +       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
          +       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
          +       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
          +       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
          +       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
          +       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
          +       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
        • family_id
          (sample)
          <U8
          'cid0P0' 'cid1P0' ... 'cid499P1'
          array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
          +       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
          +       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
          +       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
          +       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
          +       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
          +       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
          +       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
          +       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
          +       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
          +       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
          +       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
          +       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
          +       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
          +       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
          +       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
          +       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
          +       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
          +       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
          +       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
          +       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
          +       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
          +       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
          +       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
          +       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
          +       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
          +       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
          +       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
          +       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
          +       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
          +       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
          +       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
          +       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
          +       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
          +       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
          +       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
          +       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
          +       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
          +       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
          +       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
          +       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
          +       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
          +       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
          +       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
          +       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
          +       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
          +       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
          +       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
          +       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
          +       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
          +       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
          +       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
          +       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
          +       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
          +       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
          +       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
          +       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
          +       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
          +       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
          +       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
          +       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
          +       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
          +       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
          +       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
          +       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
          +       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
          +       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
          +       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
          +       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
          +       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
          +       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
          +       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
          +       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
          +       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
          +       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
          +       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
          +       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
          +       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
          +       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
          +       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
          +       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
          +       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
          +       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
          +       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
          +       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
          +       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
          +       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
          +       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
          +       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
          +       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
          +       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
          +       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
          +       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
          +       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
          +       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
          +       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
          +       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
        • variant_id
          (variant)
          <U20
          'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
          array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
          +       "       ..., 'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47',\n",
          +       "       'snp124_m0_.23m1_.08'], dtype='<U20')
        • contig
          (variant)
          int64
          1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
          array([1, 1, 1, ..., 5, 5, 5])
        • cm_pos
          (variant)
          int64
          0 1 2 3 4 ... 4996 4997 4998 4999
          array([   0,    1,    2, ..., 4997, 4998, 4999])
        • pos
          (variant)
          int64
          0 1 2 3 4 ... 4996 4997 4998 4999
          array([   0,    1,    2, ..., 4997, 4998, 4999])
      " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0\n", + " sample_id (sample) DzDk-a|s;O&eYH91}>ggL88X23InweWzT3OrJ+SxleIyt+zy19FJdU^Z! z`uPV01_g(NhJ{B&Mn%WO#>FQjCMBn&rln_OW@YE(=H(X@78RG2mX%jjR#n&3*3~yO zHZ`}jwzYS3c6Imk_VrJgIBD{fsne#maka3YW146>(+1B zxM}m2t=qQm*tu)>p1u3_A2@jE@R6g(j-NPr>hzhj=gwcac|p1*kc>h+tq@7{m-`04YPuiw7^`1$MipTGb9Gcf+g08Ig4CuIQxNuGg` z;f*{ah+qN{%pigVM6iMgHW0xMA~-+j|NraqOi-E`O0z&|Rxo`jfE5JfKsp$} SB0x2b^71_5IgA=ic{bCX<83^tXO-sK4l`_zO$FlKV~y;;SlKNP9@DNtUY z?n>)R>q;NeGO?qyoXUjIT8h~ksl653%1-L2d|u^>P>4$0>m4_9hRZf-0GxE^Qip>>g zOMTLcieE-7iL$TCF^Y|)eWgz*PV;3ns2C^RrI@PtjA9d2KAkL06xR-bwq9OkIlm6( ziV25#G?-31heoO8ok82M%#qFte+4I>0hC@=Y$?qZD2&;qW#9~VE8t{v_!`faxLTSf z{VxZ~n?Ui^&{&CcG4GkuInpNiFVkbVpEDSMB_5BJrGpd<^vYtK?83D|4@T@!MsT7L zev>gzE&8&wQW;qm6>VDdTws(DWgC@kfwkg7n_)z3p%0wNydL!2^}WIXwO+NGxEhX| 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https://nbviewer.jupyter.org/github/fastlmm/FaST-LMM/blob/master/doc/ipynb/FaST-LMM.ipynb" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# import the algorithm\n", + "!pip install xarray zarr\n", + "import os\n", + "import os.path as osp\n", + "import numpy as np\n", + "import xarray as xr\n", + "from fastlmm.association import single_snp\n", + "from pysnptools.snpreader import Bed\n", + "repo_dir = \"/work/FaST-LMM\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# set up data\n", + "##############################\n", + "bed_fn = osp.join(repo_dir, \"tests/datasets/synth/all\")\n", + "pheno_fn = osp.join(repo_dir, \"tests/datasets/synth/pheno_10_causals.txt\")\n", + "cov_fn = osp.join(repo_dir, \"tests/datasets/synth/cov.txt\")" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n", + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n", + "0.08 seconds elapsed\n", + "h2=0.6149633560168088\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.0163266658782959\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.021387338638305664\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.06 seconds elapsed\n", + "h2=0.5342624467748883\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.01574993133544922\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.021263599395751953\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.07 seconds elapsed\n", + "h2=0.2797104739328243\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.01983356475830078\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.019928932189941406\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.06 seconds elapsed\n", + "h2=0.5420459884560497\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.021071434020996094\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.025470256805419922\n", + "Setting GB_goal to 0.1446951289176941 GB\n", + "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "0.06 seconds elapsed\n", + "h2=0.4511165760152969\n", + "single_snp: Working on snp block 0 of 2\n", + "time=0.017426252365112305\n", + "single_snp: Working on snp block 1 of 2\n", + "time=0.01979660987854004\n", + "PhenotypeName\tpheno0\n", + "SampleSize\t500\n", + "SNPCount\t5000\n", + "Runtime\t0.8344700336456299\n" + ] + } + ], + "source": [ + "# run gwas\n", + "###################################################################\n", + "count_A1 = True\n", + "results_df = single_snp(bed_fn, pheno_fn, covar=cov_fn, count_A1=count_A1)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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lGCDVzP7+VFZsZuacS7p859xdku6SpLPPPvtUVgUAAHBaSFXjlZuB9Z10zs0xs1Ln3Bz5AVkT6nw00cOStHjxYkbIBwAAZ7ykwcvMnuw9zTk328zKTmF9r0j6S0l3d35ffgrLAgAAOKOk07m+p9fTfaFz7llJmyVd6Jwrcs79jXzg+oxz7rCkT3f+DgAA8IHQZ+f6Xly6LzSzv0gy6+Z+rhMAAGBY6G+N1+8zUgoAAIAPgH4FLzN7MFMFAQAAGO76W+MFAACAASJ4AQAABITgBQAAEBCCFwAAQEAIXgAAAAEheAEAAASE4AUAABAQghcAAEBACF4AAAABIXgBSGjHDumRR6Tdu4e6JAAwfPT3IdkAPiBWrZJaW6XaWunyy4e6NAAwPFDjBSChCy6I/Q4AOHXUeAFI6CtfkT77WWnMmKEuCQAMH9R4AUiK0AUAg4vgBQAAEBCCFwAAQEAIXgAAAAEheAEAAASE4AUAABAQghcAAEBACF4AAAABIXgBAAAEhOAFAAAQEIIXAABAQAheAAAAASF4AQAABITgBQAAEBCCFwAAQEAIXgAAAAEheAEAAASE4AUAABAQghcAAEBACF4AAAABIXgBAAAEhOAFAAAQEIIXAABAQAheAAAAASF4AQAABITgBQAAEBCCFwAAQEAIXgAAAAEheAEAAASE4AUAABAQghcAAEBACF4AAAABIXgBAAAEhOAFAAAQEIIXAABAQAheAAAAASF4AQAABITgBQAAEBCCFwAAQEAIXgAAAAEheAEAAASE4AUAABAQghcAAEBACF4AAAABIXgBAAAEhOAFAAAQEIIXAABAQAheAAAAASF4AQAABITgBQAAEBCCFwAAQEAIXgAAAAEheAEAAASE4AUAABAQghcAAEBACF4AAAABIXgBAAAEhOAFAAAQEIIXAABAQAheAAAAASF4AQAABITgBQAAEBCCFwAAQEAIXgAAAAEheAEAAASE4AUAABAQghcAAEBACF4AAAAByRmKlTrnCiQ1SApL6jCzxUNRDgAAgCANSfDq9EkzqxzC9QMAAASKpkYAAICADFWNl0la7ZwzSQ+Z2cOpXlxVVaUnnngiZtoll1yiD3/4wwqFQlqyZEnce6688kpdeeWVam5u1tKlS+PmL168WJdeeqnq6ur08ssvx82/7rrrdOGFF6qyslKvvvpq3Pwbb7xR5557rsrKyrRy5cq4+TfffLPOOussnThxQmvXro2bf+utt2r27Nk6duyY3nnnnbj5n//85zV9+nQdPHhQmzdvjpv/5S9/WZMmTdLevXuVm5sbN/+OO+7Q2LFjtXPnTu3cuTNu/p133qkRI0bo/fff1759++Lm/9Vf/ZUkadOmTTp06FDMvBEjRujOO++UJK1fv175+fkx88eOHas77rhDkrRmzRoVFRXFzJ84caK+8pWvSJJWrlypsrKymPnTpk3T7bffLklasWKFqqqqYubPnj1bt956qyRp2bJlqq+vj5k/f/58ffrTn5YkLV26VM3NzTHzzznnHN10002SpCVLligUCsXMv+CCC3T99ddLUtx2J7Htse2x7bHtse31xraXetvraaiC18fMrNg5N1PSm865A2YW85dwzt0l6S5Jmjdv3lCUEQAAYFA5MxvaAjj3I0mNZvaLZK9ZvHixJUqYAAAApxvn3LZkNw4G3sfLOTfOOTch+rOkP5G0N+hyAAAABG0omhpnSXrZORdd/zNmFt9gCwAAMMwEHrzM7JikK4JeLwAAwFBjOAkAAICAELwAAAACQvACAAAICMELAAAgIAQvAACAgBC8AAAAAkLwAgAACAjBCwAAICAELwAAgIAQvAAAAAJC8AIAAAgIwQsAACAgBC8AAICAELwAAAACQvACAAAICMELAAAgIAQvAACAgBC8AAAAAkLwAgAACAjBCwAAICAELwAAgIAQvAAAAAJC8AIAAAgIwQsAACAgBC8AAICAELwAAAACQvACAAAICMELADCozGyoiwCctgheAIBBs7Voq3624WeqaakZ6qIApyWCF4CkamqkBx6QjhwZ6pLgTDFt7DSdM+Ucjc4ZPdRFAU5LOUNdAACnLzMpHJYikaEuCc4Ui6Yu0qKpi4a6GMBpi+AFIKmpU6W///uhLgUADB80NQIYEocPS3l5Q10KAAgWNV4AhsT69VJrq3TRRUNdEgAIzrAMXm+84fumfO5zQ10SAMn8xV/QdwzAB8+wbGrs6PBfQNT+iv2qbK4c6mKgh3HjpAkThroUGEwlDSV67dBr6ohwAAaSGZbB6/bbpS98YahLEcvMN6sgeBGLaFneMm06sWmoiwIMa8X1xdpZtlMtoZahLgpw2nJnwgjDixcvttzc3KEuxinZuFF6+23pn/5JGjNmqEszfIQjYWVnZff5usrmSo0fOZ6xhYA0hcIhZbmstPavntLdJzH02tul55+XrrtOWsQIIIPKObfNzBYnmjcsa7xOR+efL910kzSa8/6g6Yh06BebfqH1Bev7fO30sdMJXaeZ5mZp6VLp5MmhLgkSeXTHo3op76V+v4/QdeaIRPx+GAoNdUk+WIZl5/rT0axZ/guDJ9tl6yPzPqJzp5w71EXBALS3S8XFUlPTUJcEiVw3/zqNGTG01fP1bfVaeWSlPnPuZzRlzJQhLUsiLaEWtXS0aOqYqUNdlAEZPVr6zneGuhQfPAQvnLGcc/rkOZ8c6mJggCZPln7wg8wtv6jIn1imT8/cOoazK2ZfMdRFUFtHm4rri9XS0aIpOv2C16qjq3S46rD++YZ/Huqi4AzygWtqfOst6fXXh7oUAE7Fq6/2vR+//LK0dm0w5enLunXS5s1DXYozz4xxM/SD636guRPmxs1ram/S+oL1CoWHrp3sxgU36s8v+fMhWz/OTB+4Gq+RI/0dhsDpoiXUohP1J3TBtAuGuihnjMmTpaw+Lhu/+U1pxIhgytOXhgb/zEsMnrLGMq0vXK+LZlykmeNmDvryy5vK1dTepHOmnJP0NVPHTD1jmxkxdLirERhiW4u2auWRlfqXG/5lyPvUDKa9e6XXXvPPeuROXmRCKBzSiOzMpOuX815WcUOxvv+R7w/aMiMW0cHKg7pg2gXchDDMcVcjcBpbPHexvveR7w2r0CVJc+ZIH/6wNGrUUJcEyYTCIT26/VEdqT4yqMstayzT1qKtp7ycVw6+op1lO5POz1TokqTbLrhN37rqW4O6zNKGUj2/73kV1hXGzStrLNMrB19ROELVaKbt2+efFTtUhn3wam+XVq6U6uuHuiRAYtlZ2Zo+dvj1AJ82TfrUp/puEvwgOnFC+uUvh/64lOWyNGXMlEEZauWxHY/prfy3JEnHao7p3RPvnvIyJSmTrTLt4XZFLPFzq0Zmj9TYEWMHdX3zJs7T9z78vYR3Yje2N6q4vphR/wOwY4cPX0Nl2Dc11tdLjz4q/dmfSWedNcgFA84A1S3VmjJ6ipxzQ10UdKqrkzZtkm6+2fc7PZMU1xertLFUi+fGtqLkluRq2phpXX2izOy03+bu23qfLpx+of7kvD8Z6qJgmPlANzVOnOhvWSd0IR0bCjdo+YHlQ12MPkUsooqmij5f1xxq1n1b79Pe8r0BlArpmjRJ+uxnz7zQJUkFtQXKLYm/EF48d3FMR/TTPXRJ0q2LbtXVc66Om76+YL02Ht84BCUKXkGBdPRo/9/X3u4HX82UxkappiZzy++tvd0PKJuuQ4f8kDUDMeyCV12d9F//5QdmBPpr6pipmjX+9B/pNq8iTw++/6Ca2lOPPjp2xFj9jyv+hz40/UMZK8tvfiPtTN4N5wOtrU167DGppGSoSzJ4bjj7Bn138XeHuhiD4vxp5yds5s/JylFOVuxN/+FIWO3h9qCKFpjt26WBNCi98Ya0ZMnglyfqzTelF1/M3PJ7e/RRv850bd4s7d49sHUNu6bGjg5fhf/hD39w7qTauVMaO1a64AMwGkFuSa5qW2v16XM/PajLPdl4Um3hNp096exBXW6mhCNhlTSU6KxJ/a/KLar3l2nzJ84flLJs3Sqde640Y8agLC4Q1dXSlClSpitlOjr8nZ0f+5jv83amya/J1zuF7+jOy++MCyLJhMIhbTy+UdfOvzZlH6malprTcjT6ZFYeWanC2kJ9Z/HwGuo9GgH6uy/U1kqtrdLs2alf19zsBzLub1/P6KOMJk3q3/sGKj/ft5D13E87Ony4/MQnpAULYl9vlvpvNiyaGjs6pD/+UaqsTP26nBzpxhs/OKFLkgoLB+eKurJSqui79SpwrR2tqmz2//gRWSM0Mnvw22feL3lfbxe8PejLzZTsrOwBhS5J2nxis7YWbdWhqkOqa6075bJce+2ZFbqamqT77gvmrqacHOmLX+w+mB886Mf0OlMcqDygFYdWqLa1Nu33tHa0atfJXWpoS/5BVx9drb9e/tc6Wj2ANq4+NIeaM1Izde28a/W58z836Msdas4N7AJk8uS+Q5ck/e530rsDuM9i7NjgQpcknXNO/MVRVpaflihPnMpF2xlT47V5c66WLvWdUdP5Z0fV1/sq0S984YMVxvojEvGhtqpKmjBB+trX0ntfY6P00kvSl7/srxT666X9L+miGRfp4hkXp3zd2wVva1fZLn3+gs9r8ujJmjZ28KsOIhaRmX0gxtaJWEROTr/Z+ht9dP5Hde38a4e6SIE7cUKaO1fK7uPfvXu3rxkbrD6iv/iF9MlPStdcMzjLC0ImOsmXNpRqb/le3Xzuzcpyg3v9/9iOxzRr3CzddsFtg7pcDExRkd+Hxo3r/3uXLZOuusqHojNNqhqvM2bk+hEjpDvvHOpSDK1IZOBXJ30xk265xY+9lK7sbF+m48d9001VlQ9h6Zo+drrGjYjfG+/dfK9uOe8WXTLzEknSDWfdoKvnXK0X9r2gRVMX6aaFN6W/kjRluSxpEP+uTe1N2lm2U9efdf1p18k4eqL7/ke+/4EImomkG6QOHPCvHazg9YMf9B32UqmsDP7Zk5nYfudMmKM5E+aovq1ey/KW6c8u/jONHzl+UJb9hQu/oFHZ8YPHlTSU6GTjSV0156quaZkcgBXe/FPo0TBq1KntL6erM6apcaAmTpS++tXEtV3hsA8NZ4pnnpHWrBnYe9etkzYmuUknK0v60z+Vzj479hErkUjqx5yMGeNPSPv3+/bvCy/sX5luWniTFkxeEDf9M+d+Jqav1YjsEZo4aqK+ddW3+gxdq4+u1o7SHf0rSC/hSFjHao6d0jJqWmv07N5n9eL+xL1Dq5qrEjZtvn74dW0v3X5K607XByF0rVvn79oaqDvukK67btCKc0onkbIy6f77/UWO5G8kakp9b0Wc43XHtfbYafIAS/muAzPGzki7/1g6po+drgmjJsRNL20o1cGqg12/F9YW6v+++3/VEmoZtHUPRFtHm8qbygdlWQcPSuWDs6jTwm23+fPScDPsg1cqx49LTz7p7zw6E3ziE9LV8Xc+p2XGjL4799bU+Pb46MH8tdd8VW8qn/60PzktWCBdnLrFMG2Xzbos4YEznSvvyaMnn/KVc0lDiZbsXqLm0MDulb5n0z1qaGvQ//7Y/44b6yiqsb1RhbWFcYNDzhw3U5NHTx7QehGvpcV30B0OZs+Wvvc9aWrnowFXrPDBsj9C4ZCaQ83Kr8lXY3tjzLzWjlb9asuvVNZYNkgl7tuYEWN02wW3DcoArn25Zu41+tql3f0o5k2cpzsuuWPInxixo2yHnt3z7KAsKzdXOnZq14wx2tulBx+USksHb5m99WcIh9NJSYm0Z8/A3nvG9PHK1LMaW1ro+xXV1iZt2SLdcIPvFFxd7Wu80u043dLi715Jt2WirLFMs8fPVmN7Y9KwVNlcqRUHV+gbl38j0CaBto42jcrp37NualpqNGn0JB2sPKgFkxcM+qjXZ4Jw2N8Iw2OCMq+lxdegDWQssAfff1Afnf/RmDGszEy5Jbm6fNbl/d72h1JZY5nGjhiriaMG0NE0gzoiHXpi5xO6/YLbY4aoCUfCenzn4/rc+Z/T3AlzFbGI7n/vft204CZdMfuKjJSltNQfl/vTP1ryXVA2b5auvNJ3dh9s1dU+2H3/+76z/pnkvfd8X9E//dPuaQcP+q4A06YNk7saM1zq7dMAACAASURBVGWwQpdZdxPAQN6b7kBsqa4OcnOlp58eWBkkf7K86SYfuiR/ZT1hgvTqq921gkVF/iookYceSn88p4qmCv1m6290tPqo7t18b9cQB72NyRmjhZMXBt4s1teJJ9EdgQ9te0h5FXm6aMZFgxK6hroJZCDWrZOWLs3MssvLfS0svDFjBj4A6/9c/D/jBg51zunD8z7cr9C1ZPcSbSnaMrBCDJI1x9ZoW8m2mGl5FXlp7T+FtYXKq8hLOO9UKyWyXbYunHZh3EVllsvSRdMv0sRRE9Ucatb9792v6+Zfl/AxQoNl+3b/mJz+ck66/vrUoauuTnruOV+zbOYfhZVu8/6UKb7F5FTuXmxr6x4SI0jbt8f3/dy2zY8y0JdhE7zWrJH27vVNZbt2Bbfe6D88P1/67W8HVm1aViY9/rgfEyWVqirp5z/3dxMmsmiRr60aTJGI79AbXefSpdKRJM/TvfNO6dJL/c8vvph6NOQZ42bo6tlXa2fZTn138Xc1b8K8hK8bN3KcPnnOJ5XlsnSk+sgp99+KCkfCqm4ZYFKWtOnEJh2vi+0g+Hcf/rs+79BMV3lTuf570393NXfuK993SuUdbDU1iZ8zeP310u23p7eMw4elp57q33rPgAr6jDPzV9un0kUinWb7ssYyrTmWulPpDWffoAun9bNz5yD7+mVf1ycWfkLVLdX6xaZfqKm9SWvz16qkoe8xdsqbylXcED/a9snGk/r5xp+rtaOPg3IKzjl9fMHHNW7kuLjpN5x9g8aPHK/ROaN1w1k36MrZVybsXhG1d6/vAjLQ7f+22/yTEjIhJ8fXVu3Y4UcQuOWW9GvWnPPjTzrnP+NAhlp59FEfeFLJzR38QYy/9CXpsstip3396+l1BzrjmhojEV81+ZWv+NvBJZ+uS0uleZ3n7unTM1MtmshDD0kf+Yi/5bWhwdcQRR89MLof3Rba2/u+ejXzAe/cNC+MQqHYzvID9fzzvvbrM5/xTUnpdBDOzU08LkpUOBJWKBJKOEJ0MntO7lFdW50+dvbH0np9qtvg95Xv06qjq/SP1/1j17SC2gI1tTd13U051KJNsZL0/N7nddmsywYt2J2qZcv87eG33NL/91ZV+e0i+rzC6mof2isr/Y0aN944+OVNJDpu3UUXBbO+wdLR4UfD//KX47sB1NdLb73lw++p3g1W0lCiXWW79Nnz/Rm7OdTcZ03ujtIdKm8q1y2LBrBhnKJwJKwDlQd0zuRz1Bpu1dQxUwe8rIhFlF+Tr/OmnjeIJRy4hx/24+W99pr0938vje9nN9b2dn8+GMiQDukqKfHb34f6+ZCM6E1u69b5FpfzUvzJa2r8ebVnS1V0GKRU58833vDnzf7eANbTr37lx+RLNLRFokFoh1VTYyjkP1zPzn5r1viqyrPP9l9BhS7Jjw8W3dAmdF6wrF0rvf56/5aTaqM5fNhv0M6lF7pqavzVx913+9GFT0Vbm/TRj/rx0yR/MK+u7vtqe/Hi1J35Vx1dpZVHVvbrbqbLZl2WMHTVtNRoz8k9cdN+vvHnSTvIXzzjYn3xwi/GNFHUtdapqqUqZRka2xvjOiVnSjR0SdJXL/3qoIau9nC7Ht3+6IAHUP3Sl6Q/6fFc4eZmHwjq6hLXhEWtWyfde6908qTfZ6+/vruWtL3dvz+ZPXvSq+UpL/e1yH05edL3yeivV1+N7cDc0dG/mu62tuS11unIyZHuuitx30vn/MXWYIwAMXfC3K7QVd9Wr/9+979V35binytp1vhZmj52uvJr8k9p3YW1hdpatLVf78nOytYlMy/RjrIdeu3QqbVJZ7msQQ9d+8r3aem+gbXD33WXdPnlfozFvkLXmjV+GJSeNm3yYzVm0ty5/Q9dkt8Ply6V/vIvU4cuyQfPaO1WOOyPNdOm9V1p8dnPnlrokqTPf767cqe3N9/s39/3jApehw5JDzzga1563mL67W8P3h11yZh1V1WuWdN9N0N03KtXXum+e+rmm6XPDeIAx9u2+XVXVaV3x0pJia8F/Pa3fRXwrl2pT2ipFBT4q4Wej3tYsaK7OffYsYE9yHTamGm6avZVfb8wDVUtVVp+YHnMSWHy6Mm687I7VdlcGdf/Q/Ij1R+qOhQzIvcVs6/QjQtSV7esL1iv9QXrB6XcpyqvIk9rj63VvvJ9/X7viKwRumzWZXE1GNUt1QmH0ti+vbtv3/r1fnvveXJ/8UX/6KANG/xBPpmaGulv/1aa1dnXeNIk6YrO/sRz5/q7ZB97LP7hu9FOvom2tZYWH2ai4Wf1an8gjJZ3+XLpkUf8cCw9XXKJD5C9VVf7bd7Mf9bezR9z53ZfZEm+9m99PzaJTZvSuzDLy/Pl7o8JE3yzUn8fz9JbOBLWPZvu6RrmYOKoiZozYY6OVCfpZ9Bp7oS5Gjti7Ck/YPrxHY8rrzJx36u+XH/W9fr6ZV8/pfX3JRQO6VDVobjpJ+pO6L3i9xK+Z97EeYpYJG7/2lq0teuB95XNlUmHskl24V1cHNutY8aM+AGtt271NWaSb7IcyJ2PdXV+Px+MuxCffLK7z9ncudK//mt6NbR/8Rfd3Wn27s3ssyJ7W7QoecC77jo/MHK6zojgFa21WbRI+uu/9m3CQT+ipLrabyyhkO9Q13P9zvl/SPRENHJkfDNja6vfSPrqx5XI177mrySKi/3BuC+XXOKfDffMM/6q4OhR3yek94mnL9XVfuTu7/Z6Hu43vuGbVyW/8Q/kCe2VzZXqiHT0/40JLJq6SJfPvlyHqw531UY557Rg8gKFwqGE/TTGjhirC6dfqJvP9VV5ByoPaPmB5XGvK6oviukr8tnzP9tVCzAYzEx7y/cqYukfzVpCLWpqb1KWy1JTqCnpjQmpOOf0kXkfibtTtKi+SPsr9sdMi0T8TRPRWpqrrvLbV09//ue+ZvS226Rbb42d197ux5CLRHwXgYULk5dr5Ejfb6L3XZHO+av+RH1HnnrKNwNEH0sye7avEd+82f9+3XX+QuhTn0q+3p7M/JX1vn0+6PW+meTqq2P3/899rn9jfd14Y/dAwydPxo+7VF/v+6rOmxf/t8w0M9PmE5vVEenQlz70JU0b011tffsFt6fVn+uiGRfpm1d885TK8f1rv6/LZ12uDYUb+v1e51zGb8apbK7UmmNr1NjeqPu23td1jAlb8gdpTx49WedNOS+ulr+2tbbr/cX1xTpY6athQ+H0xkE5eTL2GHzFFT7MrF4tvf22n/b1r3c3kRUXd+8b6di0yXcdGTEierde4tcVFkorV6a3zFtu6X/tWHu7PwdHhzu6/HKfBzKprExatarv8TMnTOjnXZlmdtp/XXTRNdaX9nazUKjPl6Wlvj7x9Ehk4Mvs6DB7913/PZm2tlNbR0/hsNmxY2YnTvjfGxvNjh9P/NpQyOyBB8xqa7unPfOM2ZEjvswDUVRktm6d/3ld/jrbV75vYAvqh+f2PGeHKg+ZmVl1c7UV1hYmfM2ek3vipte01HS9t6eNhRtt84nN/S5LeWO5RdL4Z7aGWu137//O6luTbHQJrD6y2l458Eq/yxSkvDyz0lL/c2Oj2bPP+n00HDYrL0/93tZWs6eeMmtpSW9dTU1+n21r654WXZeZWUODL09Fhdn69ekts76++/2ZtG6d2YYNsdM6Osz27El8LAiF/GfLlHAkbM/uedbqWusyt5I0nag7kXCfTGTl4ZW2vWR7wnlFdUVp7YupRCKRuONJR7jDwpGw5VXkJVz+npN7rL2j739WdXO1vXH4jZh1bTq81778/2y21taBl7miwqyqqv/vq66O/f2RR8x++9vU76ms9OvbnvhfMGCFhf5cYub3h23bBuc839ho9tprfZ9vS0rMXn3V7I03zJYsMdu/v+9lV1T4Y5ekXEuSac6IGq+xY32iT9V3ZM0a37cqqqqq7wdqJ9La6q+eE/XBiCb96mrfr6On2trUt5FmZ/v+LKmqU594Ir0arXRkZfnq5qVLfU3DuHHJH3sSHbOr5y3AY8f6K53rr/c1ANGmnyVL/B2Yr73maxhWrEi8zBEjujtyzpswT43tjV3V6emIWEQ7SncoYhGVNZapqT3xEN09mwq/eulXdf608yX5mptETXAfX/DxuNu2WztaNXn05K739jQye6SumBU/tk6qu53MTD9e/2O9cuiVuHkv7n9RJ+pOdP0+KmeUvrP4OynvaOopvyZfD7z3gD597qfj5jW2N+q1Q6/F3QYfCof69ZBjSdp9cnfCGsB0lZd3N2+PG+drbUeM8FeQfd3JOGKEvxpO98aQsWNjO9c2NvrtP9rcVl3ta6+k2GaS/Pzu2vTf/jb2AfETJpx6c106PvGJ+NrD7Gzf761nzUJxsS/rSy/F1yqUlfmm34GIWCSmhjPLZelrl34t5ZhYHZEOvXro1Yw8iLqn+RPnJ9wnE7l4xsUJn4IRsYie2/tcWncEby/dnvQuzob2Br24/8WYWqindj2lveV79aHpH4q7icfM9H7x+2po7/s2veys7Jgm/63FW1XQsls//V+XJBwPz8x3ualK0B31zTe7+zdOmxbbmT6dLiFHjkg//KE/d1ZW+r5if/M3vtUjWf/K9nZ/k9nIkb41qqejR6VnBzA27Dvv+Gb24uLuz+Ocr23O6edDDjZu9PtOS4t0333+e7QvZFQk4s9nvc/rc+Z01+LfdFPq2vqoNWvS6DuaLJGdTl/XXHONrVhhti9FpUl7u/9at86/buNGs3fe6TudJtLzyjmRr361uzYnat8+s5Uru38vLEx8xVxWljxlNzamvsp+5RWzo0fjpz/zjNnu3anL3Jfa2tgriTfeMPv97/3Phw6ZPfig/7m62n/V1Pjy1tSkt/z+1nq1hlrtqZ1PWWuo1V7Oe9k2Fm60B957IObKsqalxn72zs+sI5yiGrEPLaEW+8n6n1hze3PC+cv2L7Pq5uq46b/c/Es7Xhtfhdje0W77yvdZeWO5ldSXWGlDqVU2VXbNP1h50JramwZU1vLGclt7bK1tKdqScH5ze7Oty18XN33vyb325M4n+7WuhrYGK6gpsEgkYi+95K/6osrKzJYvT/3+jg6/XTYl+KgVFWaPP25W10elSkfHwGp3HnvM1xglU1joa7Ref93swAE/LT8/dW10OgoLB6/Guqf33zf7h38wW7XK7Ikn4v8mDQ1mO3fGTguF0vs8T+580u7ZdE9XzczR6qMx20p+Tb4dqDgQ856OcIetObomrdocM7+PLdu/LGY/bQ21WiQSsdqW2rSXk45XD75qbx17yx7f8Xi/31vVXGXF9cVpv76+td5C4fSrX17Y90LCWvje2jvarbGtMeG8tjZfm3LkiFlubvz54v33u4/Ju3f7/czMbw8/+1nf+1xpqdmOHf7nI0fM3nrL/3z0qNn99/vtO1GNUzjszyH/+Z+x211zs9nevb5Mu3ebvfCCb13pa78uLjb7r/869VYmM7O1a32NXPQzJVJWZvbii+nXsqdDKWq8hjxUpfN1zTV9NzVGFRR0/5HT0Z9/7K5dZqtX+40o1fsiEb9xJQolv/61P/H05amnfODp6ejRxM2g1dV+w4l+NzN76aW+w9iSJemVxcyfVJoTZxOrrTX73e9O/aSTV5FnKw6usLaO+OQbjoTtWPWxrt83Hd9kFU0VSUNXXkWe1bbUJpwXVd1cbdtKttmvNv/K7t96v+0v77seORwJW2lDadKgVt1cbX/Y9Yeu39cXrLdtJdv6XG5UR7jDHs59OOGBt6q5yracSBy6ett0fJO9nf923PSGtoakB/We3il4x/559T/bur177ac/NXvvve4miMbGvretSMSfGBKd/NvbfYiIBvukZXin74CXSEeHX/+998Y2n0e99lr8vtXTmjU+zPTU3NzdbJ9IJOJPTEuW+Pf3Xm9dnQ9NA9He7vf7p55KHSh7+s//9J+zL/vL99vm45u7mvTaOtqspL6ka/7ByoO2q2zXQIrdJRQO2cbCjTEXTT9++8f29M6nbcnuJQmb/qPqWuvsaHWCq80kjlQdsaqmKitv7KM9u4c3j75pxfXFCUNXdXO1vXrw1QTvSqznRVVuca79ZutvbMXBFWbmQ230uNHQ1mBP7HjCwpH4K+3q5mp7af9LCZf/9ts+TDU3m/3hD6krCcLh2CBxKk3nkYhf5+7dZk8/nfx1PctTXm52+LBvSl+3zgegf/kXs3vuGdwLlIoKf6zoGeZOnjT7xS/Se397u9nddye+SDwVwz549ezP0R+7dvm+J+mqq+sONgNVVOQ3xr5UVfXdlr11q98RW1v9hrN1a3ctX2Vl7E4XCvl2+p7h6fDh9GsUli83O3gw8bxof7KBih58dpXtsgffe9Aa2hqSvvZk40lraW+xn73zMyuuS351uvbYWjtR58+U6wvW26ojq+Jes71ku71y4BXbXrLdXj/0uv1k/U+sqrkqrr/G0eqj9nLey2ZmVtZQZr/f9vuusoQjYVt9ZLWV1JdYOBJOGBp7e/C9B+3XW36ddP7hqsMWiUSsI9xhrx96vav/V3F9sTW3N1skErHm9mYrqCmwsoYyaw3FdwT55eZf2qbjm6yxrTHmqnxd/jpbXxDf0amiqcI2Hd/U9XtTe5NVNlXakiUR27vXX/nm5/t9YMMGv5397Gfx/UGi1q6NrxXureefuaEhflkdHcn3gcJCX6OWykD31fXrfbjsKT/f7OWX+35vUZHZihXx+0O031a0v0pvDQ1+nTt2+NrFRP0rm5rSP86tW2dWUxtOeGLv7Z5N99jyA8tty4ktcbVbp6KqucrePZ64k2hxXXFMwDPzQeXZPd0H5Jf2v2Sbj29OuO8Opp2lO+1AxQH71eZfxf29mtqb0r5wagm12E/f+WnXMaCmpcaO1x63X27+pVU1x3a26gh3dF3oHa0+au8Xv981rzXUarvKdllra/z2Eon41odEF/XhcPotEAMVDie/AO/tyBGzTZtip9XXd18QVFV1t6T0VlCQ+KIpkcpKX9GxenXs9N4XT/1x4IC/0Cop8QEyuqy6Ol9Tno5hGbwaGnzQMPO1O7m58R+8rc1XcybT0XFqKTfd2qKe69u/P75ZwMxfJR/o5zGvri75iS+RgoL+Lb8vzc3dJ7dHH00evkrqS7rCQUVTRdzV6A9W/sA2FGxI9NY4j2x7xPae3Gu5xblxtV2lDaX2yLZH4jrktoZak9ZQ9dTU3mT3b70/pmnQzB9Qe18NRyIR+/WWX9vust32k/U/sZ2lO217yXZbundpwmWvPba2qwxFdUW2PM9X5TS2NSZsenzz6Ju2o3SH/fvaf+8KoisOrrCj1UftWPUxe2TbI/Ze0Xu2q2yX/eTtn1hFY+KN8cV9L9rO0gQbnJltK9lmf8z7o5mZvXv8XXv3+Lt2uCr1VcH27f5K+513fHN0suaspqb0D9Bm/sD5058mnlde7jvV9vRv/2b24x+nv/ze1q+P3R+2bk3/gLpvnw2o03NJia/lu+eexOXZsMH/zaqr/bHl6NHumoae9u71f/dwOL4W7vDh7g7Vq46sSljrmUx+TX7CmqLq5uq47eJAxQF7cd+LKZdXUFNg313x3a4w837x+121raUNpXEXOBVNFXbvpnu7gktBTUHMRUVRXVHM53nj8Bt91moncqjyUMJuAo9ufzQuIPX21rG3umroWkOtCTvc93ay8WTKzv2lDaUJbyI4ftyf29Jx8qTfhqO1yG+/HR96IhF/URC96SXq6NHUgb65ufvcdKrhrqXF155Hy5Ps4uitt5I3CyYSiQzuzTBvvun/huvW+XNztKa5pcU356ZjWAavurruO5RCocRVl7W1yZsqogeudDU1xf7Bm5vNfvOb7mXs3Nn3iWbz5uQH9+JiHyaXL49N+s8/H9t02vNEV12duM9Xa6uvyXruucRt+g895K8ONm+OD4/Nzf59if6ezz0XexWxZk13LUBTU/d7jhyJDbTLDyzvOkDtKN1hucWxKXl/+X5rCcU2rocj4bianMa2Rnvr2Fv2fvH7dqjykN294e6YK9S389+2ezfdGxecBkt7R3vS/iiP73jcGlob7FDloYR3KL57/N2uz/hu4btdzZHrC9bH1DRF5RbnpgyLPT/37rLdXQEqmcLawpg7p8zM2kJtXaHvuT3PWUl9ib2w74WUyzHrvrsoneaCV17pvtMpLy95YEm1rPLy2LulwmFfw9ufYNfb0aOx+9n+/b6s6XRTeO01H256nzRqavzJb98+s2XLkr8/3St5M38x07uJ8oUXfO1YbW13H56oTZt8baCZb+I7lf6PUcdrj9vGwo0x09o72q2mpe8zcM/1r8tfZ9tKtlk4EraHch9KWbOdSF1rnR2s7K5231m606qaq/rdR2xf+b6u5stIJNKvflrljeVd5S6uL+733cVlDWX2XpFPHltObLH8mvw+39PzmFtTk/gOw4MH/bZ3//2+trm+Pr7W9umnzf7xH+PPCU8+2f3arVt9rWs47M81r7/ut/M3Og8dxcXd29zvf5/8Yr6mJvm5Nxz2TZYv9sjt777bv/3CLP3WmmgFy/PP+4uf3o4f93+Tkyf7d8dkS0vqlp4zPnhdfvk1CYc16Bme+pt2V64029LZXaauzl9x99bYaPbLX/qf6+tT34r+1lt9bziRSPITzH33+YN5Xl7sBnX8eGzYevZZv5OVlfl5mxOMdLBmjZ9+7FjiGomjR/3B+777fJk3bPCfra7O72B33524nIcPxy5v1Sr/N3z44didec2a5FcyW05ssfu33t/1e2FtYcI+R/vL98eEgHAkbP/x9n90hZRQR8ie2fNM19VxZVOlfeuP37KdpTutvrXe/rDrDxaJRLqaG838lXtjW6NVNlXGhbpkt8/XtdbZm0ffNDMfkno20x2pOhJzQqpurrYH3nvAiuqStCd12l6yPWUn3urmattest1WH1lt7R3ttr5gfVdT50A1tzfHrPNo9dGYvmj90dHhQ8q77/qDZ6qr8uZmfzBrafE1VA8+GH+wzsvzNWj92YeTDfnSWzjsLw7y8nxNUbKr1VWrfNNl9HbxkycT71tmvu9YcbHvc2XWPcRDba2veQ+Fkjdz7NvX3TXi4Yf7vpHHLH5fLC72++9g21ayLWEICYVD9si2R/oVUJJ5bs9zadU+99TU3hR3YRb1zO5nbEfpjj6bVEPhkJ1sPBk3Pa8iz57f+7zVtNTY5hObrbq52naX7Y5rBu2vUDhk92y6J+5vVtVcZXtP+maY/Jr8PmvY2tp8X6We+0ayISKOHPG1qcm6shQX911TW1xs9h//4Y/h4bDZH/+YvFZ7y5bY8NRTe3t315RIJHYImXvu8ftKz64wubmJ9+lwOHlL0B/+0F0r1tpq9t//nfi8tX+/PwaUlcUHq1DIn/+OHfMXS6tX930DQlRZmb+RJy8vfl5HxzAIXldeeU3Cmp2XX/YHoKNH/UGzpSXxWFU1Nd0pva7O7O/+Lv7uwro6n4p7h6fGRr+eZH0zou8tKvL/vN79oHbt6nvcIrPuA3BLi9nPf+6rhHu7+26/Y7S3+6uNU6labWvz5XrkEX8V0Nbmd+ho8226Ojr8xtqzSbejw++4PTfy1lCr7S7bbZuOb7JDlYdsV9kuK6gpsPUF6xMGlca2xrjq+X3l++KmtYRa7PEdj1skErH1+evtYOVBi0QidrT6qLV1tHXNM/Njcu05ucdWHl4Z12H34dyH48JXtC9V77sxi+qKrCPcYXWtdV1hpqq5ylYdWWUbCzfahsLuZtO61rq0rmpfO/Ra18F+6d6l9vze521r0VbrCHfYKwdesbyKvK4y9SWd19S21Ca9Wi9t8G0RfdWW5Ob60NVXE/aTT/pgs3at3x+2bPH7XkWFP2iVl5v98Ifp9aFKV0WF3y+ffdZf6R875muIU+2Lhw93B6/a2vgDfjRANjb6/SR6Qtq0KXV/tnC4u2b59de7D+y9m3wSqa2N78vW0eGX17t5pakp8Ulya9HWtPoprTy8suuCZNPxTV3bfU1Lje0uG9ht0+8UvGN3b7zb2jra7LHtjw1oPK2NhRtj+kD1tGT3EjtSdcR++353NdD2ku22tSj2QFbaUGrL9i+z5vbmru07qq6lzn73/u9sV9kuq2+tt7VH19rTu1L0IE9TQ1uD5dfk29K9Swe1Fn7DBl97E4n4Y3Z0zLmeN26Vlva/j1N9vQ8fBQX+wsPM7z+9a85SWb3ah6Gqqu4a6Zoavw+2t/sQ2dTk95foDTg7diSuaX7tNV+WZcv8fhttoiwq8qGro8MfP6LnznS7DTU1dV8s/su/+HNq1JYt8cE2UaY4ccKXuajIl7G+vvumg5YWs+9/P3Xwyv7Rj36U7nAYQ+aRRx7+0b/+612qq4sdIX7sWP/cqg99yH/V1PjHCvV+iOXo0X78jdGj/YjY558vzZ8fO07PqFH+vUVFseNdjRzpR32fO9c/KLqnigo/zkgo5B/TM3WqX+akSd2vqary42n1fKhnItHxvXJy/MjbTU3xj4cYOdKPq1Jd7Ue+TjSCcHm5n9+zDHV1fiyTc8/1Y65UV/syjRvn/27Rcufn+0cv9WeclFBImjLFj/kVfVL7ihV+PJhrr/VlLKwt1PrC9dpVtks1rTX62NkfU0ekQxNGTtBFMy6KGzOosb1Rz+x5RtfMuUZvHHlDcybMUUuoRdPHTldeZZ7WFazT2ZPO1qicUcrJytHs8bM1YdQEnWw6qbKGMi2atkhTxkxRdla2sl22Nhdt1viR43XpzEs1c9xMLZrq50c1h5o1dfRUjR4xWmNGdP+jcktydaDygK47q3tY8r3le/X0rqd19dyrNWn0pK7xt0wmJ6cLp1+ojkiHalpq1NrRqlAkpJKGEs2fOL9rGWWNZVpzbI3Gjxzf9dknjJqg6WOnKzsrW+dNPU/nTT1Plc2Vmj9pvi6cfqGmj50uSbrvvft0+azL40acj1qXv04v572s0DqGpwAAIABJREFUBZMXaMKoCapoqtC4kX4wn8rmyq7xgrJdtnKycjRtrB+ZPBQOKctlqT3crp9t+Jkumn6Rntr9lC6bdVnSdbW1dT8ftarK70MtLf4RVz33odJSP7r2l77kHxV04oR/ZMm0aX7MrXPOkT7+cb+P/u530oIF/sHs1dXpPxC+t+ef9yNbz5rlHzFy/Lg0c2b86NJlZX6Mr/nz/VMennjCj8w/apQfnT4ry49cvWKF/2z5+f74cfiw/9zFxX6Mu0WL/CjhF1zgyz1ihB8TyMz/vmGDf012th8v6OKL03vQ8ahRfv9sbu5+fVaWP/b913/FPuT7zTf9vN7PSJ04aqKmj50uJ6fVR1cnHRtr0dRFqm2t1fG641oweYGmjpmqkdkjVVBboLZwm+ZMmJPW3z63JFezx8+Wc07NHc3aWLhRN5x9gxZOXqjROaOV5bK6xr0qaShRdUu1Jo/2/5j2cLtKG0tjjgkjs0cqJyuna599etfTOn+q/wxXzr5SU8dM1RWzrlBDe4PKm8o1f+J8TRs7TaNyugfBGj9yvC6acZEKagt0oPKAFk1dpI3HNyqvIk+TRk/Sp875lGaNn6VROaNU2liqi2dcHHOMWLpvqRraGjR/Uvd+LPlxBHeW7YzZv3uWe0zOGFW3Vsfsa6dqwgR/npo5048oL/nj+SWX+G2lrc1vY+PH9z2aem6uP1YvWOCP+2PH+v0wOv7XpZemfg5ic7N/qkX0GYabN/tyHT/up48Z48fCuvxyv+1fc43fpsvK/D536JDfVyZN6n7Gspk/b4TDfllZWdL06f5cM2GC9Ic/+CdgHD7sn6wSifj5vZ8W09OqVf6YlJPjy5Gb649J27b5Z85GP+/8+b7MhYX+YfMLFvixv66/Pva8mJ/vy3j22f5vPHKk/5zjxvnyz5ol/f73Py790Y9+9HCi8pwRwevhhx/+0V133aWVK/2HjB5EJ03qfuabmd/4Ej05XOr+p4TDfgDCK67wf7jly6UXXvD/lA0b/D/2xAn/B4+64or40CX5MDNqlA8v8+f7gHP8uB80LlqOGTO6Q1drq99Y+nrc0R//6E8G11wTu9HPm+fLdeSIL2N5uV9vT5WV/lER55/vv48Y4T97a6sPjydP+mVHT2gjRvjft23zG/CsWX0/cLS21n+OWbP8s7sWLPAnklDI/z2iwXHnzs4AOKq+60BaUFug+rZ6ZSmr6wSw5tga1bfVa/b42TIz7SzbqS9+6Ityzqkt3Ka6ljrds+UeLZqySOsL1+v2C27XlNFTVNfmR+iMHrRNpvzafF0w7QJluSyFI2FVtVRp7oS5mjN+jgprC5Vbkhv38NtlectkZpo2dprGjRyn1w+/3jWw5DVzr9H+iv0aN3KccrJyVNtaqy9+6Iuqa63TsrxlunL2lappqdH+iv26cvaVGpE9QtPHTlddW51GZo/sWneW60759W31aulo0YLJC7pODuNHju96zElpQ6lqW2vVFm7T3AlzY8p69ZyrY04o0ddXtVRp8ujJmjR6kq6df63GjRynF/e/qAOVB3TpzEuV5bK0dN9SXTLjEh9Is7KV5bI0Ome0nHP644E/KjsrW7tP7tb4EePVGm7VVy/9qkZmJ98Yamv9QWziRP/w68mT/XY0cWL3M0wlfyDPyvLPY7vtNn+wWrDA72szZ/rX5OT4feett3xgv/BCfxDrvd8VFvqwNnGiH2DxvPP8Rc/Bg7H7wlVX+W17wgR/kG1r8+tqa/Nlzsry2+fevT4wLVzo3z9zpl9n9BFH06f7g/bUqX6w03PP9fvV3Ln+4Bu9oJsxw782EvH7xIsvSlu2+AFPv/xlv9yXX/bPc5s50+9zS5d2P2roxAn/2fPz/bEjK8sHvS1b/Ot37459gPD+/X7fuuWW7gvIGTP8cyWnT4/9m43KGaWR2SPlnFMoHNLMcTPj/peHqw5rZPZINYeatb1ku66ec7WqW6q7Lgicc8otztXCKQvV1tGmYzXHuoJEQW2BWjta1dDWoAmjJuhQ1SGtObZG50w5R3Wtdbpk5iWaNGqSJo2epKX7lmrS6Eld++zhqsPKclldFxYbj2/U8gPL9fEFH+8KZ3WtdTrZdFLbS7crvzZf40eNV12bnzZvoj/jZ2dlq6q5SlUtVV0XZYmUNJTIOaezJp2l7aXbJZPmTJgTE/SaQk2aO2FuzLY/afQkrTq6StfMvaZrPz1UdUitHa0amT1S08dO15tH31ROVo4mjZqkt/Lf0jmTz1FOdo4WTl4YF7qK6ou0oXCDJo6aqPEjYxP4zrKdOlh5UAW1BVo4eWHcZxgzxp9zSv5/7t4zOs7zPBO+pvde0WbQeyUJkJQoUY1WLNmyFXttyTkpx8lRfuTL+ttkz+7J7v6QNuvY3iSOLdtyka1d26ItKeoSJVLsDSRB9EKQ6MAMgAEGgxnMYHr7flx65xUkJT+/Ewfn4KDMW573ea/7vq+7PPezRuwJ2DKZ+O3zUd93d3/y+f/2b2kjhL2N5XLuM9rby83f5+ZIkj76lUzSJrW1UfZyObH5aC5Hp0uQ985OBkB0Otogk2nv9l9yOe1uVRV/VldTlgTStbhI0rizQ8x7PByv10t8y+W0Tzab2GhYIF/OT8IaAEneyZN07sJhNgo/eJBBiMcf5/8EHSLYfaORY9vcpMzv7vI5hGdxu/eSWomEMmm18piKCuCZZ/4dEK8vfvEp2O009rdufZJgvfEGJ1RQtv/wD3x5DR86d2NjZOdTU9xTTq8nWXv3XYJFq6VSb2ujF9vcTDau0Xx6B+1ikYBrbxeZsFRKY/SP/wh84QufjBylUvRUPk6Wxsb4XEIEq6eHx9jtBH0qRYLY1saxKJUEZGXlJ8dmMtHrELyJigqeLxAvg2FvFKFQYMTK6wWee4772X1UqIRjBOV+8SKjEj4f5+jgQT7T5ibH6nBQGTQ00Ps3mvLYSe+gwdYAiUSCh+seRoujBf2+frQ72xFOhlFlrILH5Ckp2qWdJVQZqyCRSODUOeHUO+ExehBMBFFrrkU4FUY6n8ZoYBRquRoWjQXz2/Nw6pxI5+iZn108i5enXsaXWr8Eq8ZaUogVxoo9EZxsPotYJoZ7q+8tRYaqzdVw6BzocHVAr9QjmWO0LV/MY257DpXGSjw78Cz+pPtPoJaT0ReKhRJ5yuQzmNueQ4ujBcViET+8+UO4dC6s7a7BoXPAoDLsIV3CVzQdRTgVRr6YLxmzj3fZl0llOL94HkqZsmQsYpkYsoUsVnZW4Iv60GBrQCKbwFJkCU92PImlyBJkUhnanG17Inpv33kb11evY1/ZPrQ6WvHm7TfxWNNjaHO2walzQqPQIJMh1j+ti7vFQgUlKL3nniM2H3qIWF5fpxJtbGRkxmKh3OZyJDPV1XtlxGwmTmMxseu9201HRiolrra3ea3ycsqM2UzZNRpF5f3Rr9u3eb2+Pp5/+TLHaDIRqw0NjNRubdF4OBz8vK6O8jcwwDE8+ijPHx3lc3R00IlxuUg629vFOdJo6OBZLJS3/fs5vq4uKvBf/pIytm+f6Di+/jrw4IM81+HgDhbZLI1LTc1e0lUo8P9a7V5i6vcz6lVTs7djOUBDv5vZLUW+hP0Co+kojk8ch11rh0FlgEVjwXZyGwUUMLg2iMsrl7GvbB9CyRDOLpyFL+aj45BNwmPyYDo4DX/Uj9emX4Nda0eVqQrV5mpsxDegkCqwEd9AX0Ufzi2eg0wig0KqQJdb3AliNDCKJntTCZfV5mp0ubtwZeUKvGYvisUiCsUCpjancLT6KBKZBNocbWi0N6LCWIHN+CZmQ7NI5BKwa+3wmDyfBAEon76oD+OBcdzjvQe5Qg4DqwN4ouMJfDD/AZbCS2iwNSBXyEEj1+DM4hlIICkRwnQuDa/ZC4dO9JpHN0ZxfPw4Ko2VuLN1B4eqDsGmtUEmlWE7sY3lnWU4dI5P7M0IAKfmTuEe7z2waWyIpCJ75BIA3Ho3qoxVe3RENkuMCXbCaiV+dDpGU/1+Orwvvkh9LpXSljmdtEv//M8876tfFXW8TkfSBRCr1dXiBtu5HPGvUlEmYjESlN1dkeQUi9w1QbiGgE+NhmP7tM77AOXj4zpld5c2XLB7n/sc7XRlJXGdz/OzSIRybzBwjIKjn0zy/4UCd1ex2Sjnej13h5BK6Xglk8D771OGOjtJwIRsmBAtFjrbX7lCe7yxIWauPviAx390I/J8nnshr6/zd7f73wnxeuKJp5DJcOI/TrrOnQOOHQN+8Qsy9gMHqJx7ezmZu7sEYGOj6NECnNzmZpIYAVxSKT3b8+c5icJnAwMEXjTKl9DfTxLS3S0qOaWSBuErX6GHUF7OF1Uskqg4HARRJMLtjRobSQTPnaNh+GjqUEj/zcxwex4BJJOTfB69ngBoa9s7FxIJDYjXS+CPjPD3po/tbbuzQ09gdpZpH6+XP2trCeh0GvinfyLAfD4SOImEz97bS4AKwF9eJjjlchowrZbC2NbGDZ3PLpzFQngBRRRRZ62DVCJFu7MdADAWGMP11etwG9zIFXIIxANYj62j3laP9dg6oukoRgOjkEqlUMqU8Fq8UMvViKQiaLY3o8JYgVg6huMTx9Hl7ipd36VzwaV3oVAolNKBUom0RLr6ff0AmNoQPNypzSlE01E4dI4SCZwJzcAf9aPeWg+VXMWNtwtZ6JV6VJur8fLky2i2N2M4MIyrvqtoc7ZBKpEinAyX0i0HKw+iiCJUMhV0Ch18UR8245vQKrR7SGAwEUQoEUKxWMROegdHvUc/dbNfi8YCi9pS+kwwmE6dE1XGKuykdnB6/jQOVh5EIpvAemwdO6kdrO+u70mJtDvb4dA6oFVoIZPKsK9sH8LJMI5PHIdeqYdWocXYkBq7u/QKk8m9KWyAUapLlygHBw4QowKZ0mqJv5YWKiKJhNeJRIjjrq69joMgj5OT9E4FB2VjgwQqHicOZ2bo9Gxs7PXyR0f3OhW3bhHjhw+L96mtFZ9BKhUJzNYWx/XxaJHLxXtKpSJhfOQRPlehQF3kdtN5mpqi3LS18TsSISH7aPTv2jV+dvfdezf87uigPAnj9vlIOA8coP4RtmtJJLi9kVxOkjo6ymczGqkPHn2UeubjZQgDqwO4vXUb+UIehWKhlEZTyVVotDViMbyIFkcLpBIplHIl/Dt+fKb+M2hxtEApU8KsNqPWWguXzoVOVyfKjeWQSqQYXBvE+3Pv44+7/hg9ZT2l+zXYGuDQOeA1e5HIJtDv60eZvgx9lX3Y2N0oRXkabA0l0nF6/jSqTFU4OXcSrY5WXFy6iFwhh2pLNZrtzSW5t+vsUMqUGFkfQTqXxqmFU3DqnDCrzfhg/gPUWeogk8owuTmJjd0NmNVmxDIxjAZGsZvdhVVthUPnQJujDYViAaFECO2udhhUBvzH9/4jEpkEcsUc7qu+DxKJBHe27qDKVAWb1oZsPluSu1pLLR6sfRBVxiq49C6Y1KZSZNuld2F5ZxmjgVG0Ohheurl6E9vJbbj0LjTaGnFu6RyimSg+mPsAlcZKGFQG+HZ8sGltMKqMUEhVeP55EneA2FOrRfwWCrRTNTW0PZWVfPfxOHF78SKxEQ5TRr/6VeJOoSBWNjdpm4TrGQx7yUQ0ymhxbS2dCKmUduSjkSWZjBgV8DY4SNvY0kIbo9eTMG5tianyRIIkpUeECwBGrkwmOhl6/V7nob5elE3BOfL5qH8aGiiPZ8+SYN28SdkTyOBHCd7QEOemvFwsL2pu5viFdClAefvBD5iGtNkow0LmyuEQ7fOpU/z7pZeAL3+Zz3/0KN/Tvwvi9dd//RQslk//PJNh2uH3fo8Tb7VSkRmNfDk//SmV3fY2FZZaTXDeucOfQu1HVZWoDH0fbqcnhGRHRghSgMq0uZk/zeZP339xaIiAlEoJvKEhMb9sNIopSIeDAPn4NXZ3maZ48EGGSe++my/fZOI4BgYYJl1e5u91dSRRAmC/9z0KjBDunZ+nF+31kpHPzIiEqqmJ+0v94R8SsOEwhVMi4fFarUhE776bz+x2MwoXCjHdIZeTmKZSoqdhMLDOod5aD6feCa/Zi3Q+jdduvYZsIYs7W3dg0VhQa6lFLB1DEUV4TB54zV7IpDKcnDuJxcgirBor+ir6UG4ox3RwGrlCDj8Z+gm+0vYVbCe3YVKZ0OpsLaUvANZi+aN+1FpqS4o9nUvj3OI51FnrML4xDqVcibHAGJrtzTCqjLjmu4YGa0OJFOUKOfijfhSKBRRRhEVjwU8Gf4Le8l4shBeQyWfQ4miBQWWAXqnHvd57kS/moZAp4Na797xPjUIDvVJfIpIKmQJmtXmPR2tUGeHSu2DT2OA1e/eQstXoKlLZFHRKHdRy9acSMolEAqlECo1CgxpLDexaO34z+Rto5Boc8R751DqU6a1pJLIJGFVGyKVynmuugVltxvml8/jMvhY4ncTM+fNULEKaHuB7Fki9UinieGCA79/tpqftchGjLhcx0tPzSRInfNntxL9ARN54gxHkdJoO1aFDxN2hQ2KUy2wmMRKU88QEDcCXvyyOSagd+fjX++/z+Hvu+WSa/aN7PgKiEXS5KI9CJO7SJSrc2lreTy6nTH32s+K5w8N85ra2D2sfl8WIez7P8Z44wTE3NtKQCvvCCqTOYqG+GhsjAfR4qO/W1mgoq6vFORlZH8FmfBNb8S3UWmtxsPIgKo2VuBW8hUpjJS6vXIZD50Amn0EoGUI2n8XQ+hC63d34yeBP4NLTeRleH0a5oRyB3QDrlhQa/GbiN+h2d6PB1oCHah/a46wArH1K5VKIZWIYWhuCU+/E2MYYesp6cGbhDCOqcg0kEgneuv0WXDoXJBIJ8oU8JjcnYVFbUERxT30lQEduNbqKMkMZfnzzx6iz1uE/tP4HVBgroFFoSilNAIilY1iOLqNQLGAmNIN7PPdgX9k+mDVmJLNJZAoZFItFRNIRNNoaUSgWUGetg16lR62lthTtmtiYgNfsxWZ8ExeXL6LJLnqxUokU1/zXcGruFJrsTVDL1SXHqcHagDan6Bk7dA44tA7IpDIsRhaxGluFVqHFwYqDkEACo8qImdAMDCoDa+GkEnR0EE/FIolMUxMxMTTEFHltLWWsWGSazmKhTfF66cyPjADf/S7/d/SoOI9arZjKVyp5/tWrxFMqRZnt7aWN0+vFqDJAe/bLX1KG02kSwNlZyt72NiO5gqyePEm7Oj7Osfp8tBNbW7Q9Ph+v+9Zb1C1mM+35p+2JuLjIY196iWRTryeBunGDEbG//muSzViMshkM0llUKkmylpcp6xUVtOsuF583GKSzF4/zmM1NMXPT1ESbmEqJ5Upra2K9dbFI8nf4MHXI/v2c19OngZde+h0nXs8++7On7fan0NbGlyzI9/vv8wV2d1Npejx8Me+9xwlLpwkEYQKLRSo2gJO9s8Pr9fdz8ux2kdW+9RaVf08P0wBf+AIBFAgQ6Pk8X7zfT6JiNpPFd3aSoMzM8H4KBcfzhS/wXI2GIBbuI5FQeU9NcZwzMwREoSAW+kUiBKLZTIVuMomFumYzQXj7Nj1lwePf2uI5ZWW8x+nT/H17m8+azVIQrVYKZyBAsprN8jo6HeczEiF5a25m2DWb5aanDz3EeReIKSB6NCsrFACDgddurFdgcnMS1eZqRFIRLEWWkMwm8VDdQ0jn0ygUC2i0NcKkNqGIIkKJUMkjXo2tYl/ZPsilcoSSIdg0NhRQQG95L+xaO07MnoDH5CkpW+FLMBoWjQXFYhH+qB/hVLjkGe+kdtBka8JGfAPlhnKoZCp8++q38Qcdf4CxjTEEYgGY1Wakcin0VvTCorHgF8O/gE1jQ4OtAWq5GkqZEkNrQ7i8chn7y/ajiCK+deVbuMdzz56aLuHrwtIFTGxM4LHmx1BmKEMwEdxTW/LCyAtQyVWwaqxYj62jiGJJkf99/9+XUjlCrdrH05AA8E/X/gk6pa5EsnrcPfBH/aixfHrxo1VjxcuTL8OkNiGSikAqkUKv0uPMwhk87Pl9XL0qKjmLhfh55x1i87XXqGT/pa/dXeLZbieRUCgYoams/PSi340N4iuToRIcG+O9hXotpZK41GrpRBSLHNNrr5HU+XyUx2yWKcXDh0laRkaIxbffJl4/Tr4aGqiMhTTDK6/wGjYbI+ULC1TmL77IcS8uiotz8nnOSSBApZ3PU3b1epGklebayrkQiGAwSFl3ODj2RAL40pf4uURC2Y/FaDSuX6eR2d6mLPb00AC88Qbnye3mM4RCYkQikU3gxuoN1FvrYVKbSiR/N7NLAiCRwaK2cFHKbgC9Fb2l+scHax+EU+dEPBNHLBODS+/CuzPvospYBbvWjm63WED08WJ5g8oAf9SPZDYJi8aCFkcLXDoXDpQfKG0I3e/rh1KmxGpsFaFkCK2OVlzzX0ODrQHV5mo02hpRa/0kvoWo8fPDz6PGXIMiiqi31gNAKS0pl8ohlUhh1VhRb63HdnIbWoUWW4ktOLQObOxuIJwKIxgPotJUiQpjBWZCM5jbnkNPWQ8qjBWwaW14YeQF+KN+OLQOqBXq0rOVGcpQLBZLzzwWGMNX2r4CnUKHXCGHofUhnJg5AZ1CB5PaVEo1yqQyvDL1ChpsDXDqnGiyNeHy8mXki3moZWrc2bqDNmcbzGoz3pt9D0aVESaNHktLJO23b4vOyuAg8TU3R5laXyd+qqspKydOECcmE3DvvR++J6nomOzskCgIGROJhPI6OEgbun//J0tlEgkeNzPDSJBEAnz727SL8Tjti9MpblpvMjHoYbdTtjs7SYRCITpvguOxfz8JXnc3bWkigT0L6eRyPvvwMPVIczPJ0dgY5SwcZtBga4s29O67xVIcu51zYTKxROav/oqyKmRwJBJeY3CQct3WRq6gUFDeAMrZ5CR1gdXKefN4qGsOHybJ1Wj47ILN9niAb37zd5x4/fznP3v6O995CgoFDboQVUkmqZi1Wirh11/nxNls/F8qxUjPgw8SCDYbX3h19YfRGCX/rqfc4sIFgkoqJZgMBuachUiZw0EAyWTA88/T6EilVIwKBQlHfT3ZfbEophsmJ0lqPhqu3N3d611fu8YxT07SqCSTBFRVFV+mUE/y29/ymVpbxWucPEnvulDgC7fZ+LlQfzMzw2t3dxMck5NMpwoGaGmJ3tGFCzxmYoJA9XhEQZVIeK2yMkbydDoxEhCN8lunoycmk3HuGhsJVK2W3qdda4depYddZy+lGIooQi6VYzW2CpvWhlgmhmdvPIsjniNwG9zocndhMbKIUCKEjd0NNNmbIJfKoZApkMlnIJPIsBRZQiQVQWA3UIo0RVIRTG5OllKDU5tTKKCAanM1FDIF8sU8zGozFFIFZrdnUWetQ7mhHDatDXatHc9cfAYOnQMek6dEjtocbfCavViNriIQD+CXY79Eb3kvIOFnSpkSHpMH/+3cf8P91fdjc3cTRrVIrJbCS7CoLagyVSFfyGNkfaRU/A8APWU9WIutwaF1IJKKQClTQqvQQiKRwGvyotPdianNKXjN3k+sTNtJ7eDFsRfxlbavwKlzYjmyDKlECq2SacSPE1PhSyFTYH/5ftg0Nnznynfg1DtRa6nlPOY0uHmTMjI6SjxUVREbKytMqQNUSKurfPdWKzFuNJKwSKVcEaRSUSZOnuR1DAYqXaORim9ighibnaUSX1ggyVlYoBzfuCFGiuJxKt/paSrR5mamF+69l157fz/wB3/A88fHOYaWFsqiSiU6CNEonaKWFjG6BnB88Tixr9XyeY1GyoZGw2Pn5qjks1kaheZmEsaqKv78aDRvepqy7HLRCAgRQpuNUfdikTqpqmpvdG18nKRQq+W5/f0cc0MDZdFspiyHQiza7+/nHJw7R2PR0WjGYmQRMqlsD4lx6BxYja3CH/Xj7Zm3MRWcgkVjQaOt8RP4uLl2E1WmKuiVerQ6Wv/VlXmFYgFnF86WVvZuJbYwuTmJRlsjFDIFktkkrvmu4ZWpV/C1zq9BJVdBLVej09UJlVyFFkcLNAoNjCpjidTkCjkUi8WSI6OQKaBRaNDmaEOHqwMOnaMU0V6OLOPVW69Cq9TCpXeVxhXYDaDeWo9cIYeF8AK2k9vodHXuOUZwaj761eHswDXfNQQTQaTzafRV9MGtd2N5Zxkvjr+IDlcHfjv5WxyrPYZbW7eQyCZKBO/3W38fb91+C8OBYXiMnpIj2WJvQTwbh0ahgQQSdLo6UWOpwWpsFW/deQvbyW3UWevQ5myDXqkv2Z72duppIT1vMBBT164xMnXkCJ3ufJ624MgR4jMUomz09fGZrFZiZ2qKROXaNdF5EmoejUbec319r1wMDlJeJBJi/PZt2oLVVR63uSkGDcbHef2vf53Ybm3l37/5DeXPZuP4H3mENkxIia6u0q7ducPj+vsp90LwRKPhMcvLHJ9cTgemtZXPIqRH29spV/PzJHxWK+fOZBJl8aNfra0igRIiX1Yrr6HX04bu28d05uc+R3J4+zYdnokJyqjguL35Ju3973yq8fnnf/b0X/zFUwD4Eq9f54u56y4xrC+V8jOZjC9SKAzM5znJQo2HwOIjEYJHeAlOJ0lTdTX/19zM/O2BA2S1N2+KCr6mhopXo6FhCASYhrnrLr4kgdhVVPAa5eV7SVcwSE/1zBmCXLi/4CU3NfHc48cJgAMHCLyPFq3n84xi/eY3FDIhJNzezsiUXE4i9PrrFMhwmCCJRMQ0TG8vo4LXr1PoDh7k+JqbeW2NhnMpEES5nM/q9YregjCXv/0tAZ7LUSAE0vVPg99EX0UfhteH6XXLVCgUC6W0oFquRr+vH4ViARu7GzCoDHi08VGMbYyhzFCGQrEAl84Ft8FdKpxVyVXYiG8gGA/CqrWiy90Ft94Np86Jc4vn4NvxodpSjTprHfKFPN66w1VScqkcVq0Vzw08h3u89+Dc0jmMBkZRZ616GEGCAAAgAElEQVSDW+9GOpeGSW2CWqFGi70FvqhvT6pDLpXjf1/93zi/dB5dri5UGCoQTARxuPIwsoUsFFKuaHy0/lHsZnbx8tTLOFB+AFKJFO/OvItwKoy+ij5oFVpsxjexk95BJpeB1+xFLB1DOBVGMpvEWmwNyzvL6HR3YjmyDLPaDKuGhYnhZBhyqRwyiQzRdLRkdNRyNQK7ATTYGqBVaDHgH0C2kEW5oRwmtQn5Qh79K/3wmD0IJUL4yc2foMxQBrPaDJlUhg/mP8AXmr+A8wvnUSgWcGXlCjrLm5GMK5DN0hFYWxOjQ2Nj/P3cOeJXUGjr6/xdSOP7/VR+9fW8xsGD/L9CQUJSVUVSJ5OJyq+igtfx+UguenrE5e4rK/x/OMz7r68T5+k0j7Hb6S13dhKXhQLJ0coKDcP4OJWmx8PI3ZEjVKDJJPEaDFI+hDIBuZxk7cQJcaxvv02CYzTy2oKxqqjgz+npvQto1tbE+jSXi3P21lu8Vm8vjUUoRBm8dEmsnRR0029/y/EODYnkU4je2Wx0LHU6euzhMK9rNAL19RKUG8oRz8Th1DnxjZPfgFwqhy/qw9j6GHLFHOa353Gs9hg63Z17CrxDiRBi6RiWwkuos9RBJVdBJpXh8vJl3PDfQDTNlcrC4hKAqe4TMyfQ5mxDJp9BOpvGzbWbaLY3QyKRQCbhStoD5QdQZiiDVqGFTqmDQqbA5u5maXHLR78mNycRTUdLab/JzUk4dU7MhecglUixGl3F0NoQNHINrvmv4cHaB0upwOXIMs4tnsN6bB2xTAx1ljrYdXbUWeswsTGBjd0NJLIJWDQWfPfad/esWFyLreEXw7/A4arDeKDmAZyaP4W+ij5IJBIsR5ZRYazAi+MvIpaJ4aHah0otLDZ2N2DX2qFT6tBkb4IMMjh0jlIbl1vBWzgxewK9Fb2Y2JxAKBGCU+fEYmQRX2r5EvaX799TYhCJENsmE3V2NksMA7QTBgMxLhTTS6WMAgt1zBsbJAEVFeL/fD7i8dgxfh6P004JqyB9Ptq5UIi4EyK7c3N0tq5fJ/4OH2ZEtqaGxxWLJCC/+Q0jYkLq0WAAvv99YnViAvja10jCdnb4fKdPcwxC3XB7O+934ADxnk5T38zO8mehALzwAvCXf8lId30950WrpY0U6r6CQcrt9jZtWDDI8SYStMfCSkXhS6Ph+Tdu8LOqKgYj5uY4VwaDmOF5/33qmHicOurmTTENnMlw/N/73u848fq7v2M7CYE8VVeLKb9XX+WDDg4SYKurZL6JBAmEMDFC6kJonzA9TeXX0MAJPXuW4NHr+VLkcip8Id0g9EQRlsELy2iFei+Xiwr04kVOflcXFe6+fRyrxcKXns+TdN25w/udPSt60nfucNzCyo2hIa4yvHaNBOrgQbEHl0LBF53L8afZTADm84wkvP02xzk9zdo3IZf96qtME/b2EmR/93c87sgRCoAQ/aupoTDGYqIHNDrK+fD5mHZpbeW49Xp6VJOTPHf/fiqKEyeAh/tqcG7xHB5pfATvz72Pzfgm4tl4aRk4QI90eH0YFcYKrEZXSynJS8uXkC/msZvZhVVjRaFYAEAv3Gvywqa1waFzYHBtEOWGcrw69SouLl/EXVV3YTW6igpjBd68/SYebXwU2XwWr956FfvL9yOaieJW8BbaHe0wqozocndhdH0Ubc425Ao5vDf7HnorerG8s4xmezMAYDu5jX5fP7rcXWixtaDb3Q2jyoit5BZyhRzuhO5Ap9RhLbaGme0ZNNubcajyEHKFHMY2xtDh6qDyt9ZBLpVDAglOzp2Ex+RBpbES0XQUyzvL2Fe2D+WG8lJU7+bqTazH1kvLyg1KA46PH4dRbUQsHSu1Bnhl6hVUGCugkqtwfvE8jCojzGozbFob4tk4JJDg9MJphJNhGi+9E/lCHmfmzyCUDOGI5wgUMgW2EluQSqRosjdhN2TA3B1VaXn07i7fvVbLdyyTEVcmE3Em1AsaDMRvbS2PcziIyWKROPX7iZmeHqYBjUaRDB0/TjlKJEhennuOGPF6qXAnJihvGg2x6PFQtjwfLmaTyeidCseaTKwFc7vpJB08SFyurNBzff99lBbtaDQ83moV06npNGXpkUeIb7udRGdwkM/z3e+KaRchWpXJcPwLC7yv2039MD3Nz4X6EmFhz/Q09ZBGw6jGjRs8rraW9/f7aYSqq/msgoFZWBCjZOGw2EessZHXmpgA6moleHfmXRyoOID7qu9Do60RuUIOOqUObc429FX0wa6z4+bqTdSYaxDYDUCv1COejSNfZDuW0Y1RdLjYpE8lV+HFsRdxrO4Y9Co9lDIl4pk4bgdvw6KxQClTYmN3A2OBMXS5u9BX0YdQMoRIKgKzxgyD0sCWJUo9liJLeH/ufZhUJvx06Ke4q/Iu+GP+UilAPBMHwPYOcqkcN/w3oJarcXP1Juot9aV6s834JmZCM9hfvh+11lp8+8q34dvxYV/5PiyFl1jXtnULh6oOlVpEWDQW6JQ6pPIpmNUc1/LOMs4snCmRqEZbIyY3J3Fm4QxaHa24vHwZM6EZ2LV2VBor0V3Wjc82fHZP24v/cua/4L7q+2BUGUupyfnteShkChhUBjj1TvRWsOrbpXfBqXOiWCyW6uguLV9CvbUe//X0f0V04igcdhlmZkgw2tvZDmJ6GnjiCTr0RiPxFokQM34/8eb3U9bsdrHmyGYTi/PzeeCb36TeT6XEWq9slnZy/37iNJXiuRsbvL9WS/n8sz8TV8m/+ipJ2PAwx6DTkSSp1bSdV64QxxUVrHkcHOS516/zPm1txL9ez0BDZSWPaWmhzRoYEKNmEom4gMVu5zlSKedgdZX3TyTElhh+P+XU6+U1LRb+HQzS4QoGebwQrfL7eT2vl/Nst3M+Jyd53Msv8/kffVTsXXnnDolZMMhM2H33Uef9r//1O068/u///dnTf/ZnIvGSyfhyCwWSmyNHqEhNJhKTsjKSFbOZysdm40RMTZHkCIXhqRSJ0SuvsLZCWO1RUyMuaxVaThw6JHoKFy+SvNTVcQw3bxIIQtpAqMX4q79i4Xl7O49JJunR3nUXWb9QBDsxwXNefJFjqq0Vm8zV1/Oa7e1UtJkMw71yOQHQ18dGiiMjYuNHgVQdPSoW0l+6xHvdcw9ruNq5qBCNjRSaUIigFGpv8nmCL5cj6H7+c+Cxx2goyso4P8vLNB5SKT2YkRFxFaTJxGvb9Ca0Odk7qt3ZjjprHSqMFfDt+PDK1CvwRX2oMdfArXdjN7OL+6rvA8DaozZnWyn1N7w+jMXwIjxmD4oowqFzlJRoNp+FWW2GRq7BAzUPoIgiKo2VUMvVaHG0QC6VY2RtBHU2eromlQl2rR3NjmZMBacgk8gwsDaALlcXvnXlW/h6z9cxH56HW++GTWvD9659DwaVAUc8R1BmKEOVqQpymRxFFLGxu4Heil5Um6uRyWcgl8pLRgoAXhx/EcViEQNrAzhafRRjgTFYNBYW5Cv06CnrwWhgFIlsAgBKTSrfm30PTp0TPWU9pQUAQvHxQmQBEkhwoOJASem3OdtKbSNMKhM245tYjCxCq9DinZl3Sqmk0/OnEcvE8GTHk1DJVZgMTmKfex8CuwFkC1mMbYzhq+1fhVquRqiwjG2/FRaLDKOjfNezs6JRF1pDCJ6r1cq/tVrKzvAwsaLV0sF44AE6HS0tVPD9/WKKbt8+KlWhmHjfPnqavb2U9WCQ8iCkDHM5sT5xaUls2CqTiU6RkIorK+Pvzc2UpXyeBPHnP6c8rKxQCWez1A03bnAc164xSvaZzzBKJZOJsiUsxunqovEZG+N4ZDLK4NwcPxfSmhcu8Byfj0bGbqe8nThB0pTL8XhhBXJZGa+bz3MMCoXY3Hl+np+98w6vNTVFnfTFL9I4GAy8htUK6LVyHCg/gOH14VLLlqu+q+hyd+Hk3Elo5Bokc0ms767jVvAWBlcH0eXugkltglKmRIOtAbWWWowFxpDOpzG3PYdjdccQz8bx7sy7aHW0YimyhM3EJioNlSiggOmtaVjUFnS5u6CSq2DRWGDT2rCys4JwKoxqczUC8QC24luABIwkQQK7zl7qzff9699Hu6sds6FZNNoaYdFYUGmqxPjGOB6qfQjnl84jEAugxdGCOmsdDCoDArsBeEwe1Fvr0eXqwlZiC32Vfag0VWJgdQA2jQ2B3QAWwgsYWBtgof2HkfdQMgQUmQpUyVU4u3AWHa4O5Io5fL7p8ygUC5BKpbiv+j78861/xv6y/bBoLPj+9e9DLpWjwliBt26/hSfanoDX7C21iLizdQfNjmYshhdxafkSYukY1HI13rz9JhxaB3RKHaQSKZrtzdAqtHDr3TgxcwJ/efAvsb0lw9YWiYbQNuKLX+T3+Djl0G4XnZFr18QUXSq1d/WhzcbjpVLKS6FAO7OwQHwLKf2bN4mzri7iXC7ndZqaRHslRNeEdiceD/Gez4sLwE6epOx98YtiE+CFBcq1sHK+ro4ycfUqZWF0lDZtbo73EZy6y5c5rrvuopwEg2KUF2CAwutlxLe2Vqyldjj4TJkMHZdEgvcXuhw89BDtuRBZHxgQi+jNZsqWw8GxqVRibWZHB++9vMz7Hj/Oa+bzJGRWK+ftdz7V+K1v/expr/cpyGQkWi4XJ3dsTOzL8cAD/F2odXroISqp5mYqpmyWL+7VVwlWu53LawWlvLDACW9vJ7t/4QWSmp0dKsayMjLxGzfEFXurqwR9Ok3i1NTEF+9w8FsoMFxaEgninTt8+dEoyZlKRWOytkZiE43y5QuFur299BS2tvji/X4+bzrNcwWP/ZFH+BwvvcR7h0I8X6cjKSwvJ2Dv3KGx0WiAp58Wi/Xv3OFcC6s6Nzd5j60tzuXgIOdDEL62NgqkwUCBz2T4HLEY57uxkeOVyfOlGo1oOoqF8AL0SnrKy5FlfLbhs8gX82i0N6LaXI3RwCgsagtGA6NQypT43vXv4YjnCLaT2zhQcQAAV/8VigUShcAYZrZmUG2uxtLOEuxaO3xRH4bXhzG7PYsGawP+9uLfIpgIIl/I40D5gVKhsUltQp21DoHdAEKJEDpcHThcdRj9vn7kC4y0ZfNZ9uNCkcW5H+njo5KrkMvn8M7MO3DqnNApdbi5ehPXfNdwzX8NlcZKTGxO4MmOJ7G/fD+0CtaeDKwOwK13Yz48jzPzZyCRSKBRaEq9yyY2J/Bw/cN4afIluHQuQELv+ObqTZjUJvRV9EElV+HMwhnUWeqQzCUxtDYEuVQOr4mrIRUyBTuVz32A/3T4P8GmtaFYLGIqOIVvHPoGTi+chkauwYHyA1zwsLOEuz13o9xQjjtbd+CP+uHSu9DXZYHFIsHqKjFTU8N33dBAwnLiBHGi14tRmNlZYqOujnK3tESFJChDs5nYP3iQeBIcFouF5Ov2bbFOUzA4wSDxbrEQyxYLx5FKUS5zOcpmdTUxXFtLxS0sQtFoxG72LS00Ck88QR3R0UE529iglzs2xuum03ScCgWSyMceo2Mm1Gatr4urGIW+P0KPocpKzkkkQnkQyJPJxHFnMjQo99zD+9TW8ho3btCovfIKdY7dzmcymSj3Kyu89uoqHa3GRkYU2tspk8vLHFtTE2V7amscgd0A7Fp7qc7PoDIgnU/DoDTAY/YgnUuj09UJq9aKi8sXUWuphVltRr+vH7liDmcWzsCsMqPT3Qmb1oZyQzkiyQjWYmtIZpO46ruKx5sfx/NDz6PF0YJ4Jg6FTFFq1TC0PoTV2CpmQjOos9QhnAxjN7OLnvIetDhacG7xHPwxPw5XHcbM1gx0ch3uq7mPhejWBoxvjmMxvIjB9UEYVAbIpDJEM1F4TB6s7KzAorbg+aHn0e5qx3RwGh2uDtzw38ALIy+g1lILf9SPzzV+Dv6oHyqZCtupbZTry+HQOZDMJqGUKaGSq5DKpVBEEbe2bkGn0MGpc8Jj8iCTz2BwfRDH6o4hk8sgX8jDY/bg9PxpfK3jaxheH0a9tR4L2wswq814ffp1rMXWsL9sPzwmD3448EPkC3mcnDuJP+35U2iVWsQzcUxtTmEluoL13XV4zV6Ek2EoZUpYNBbWrC6b0NnJd3vixN5CeLWadunECcrZ2BhtYHu7GKX56JffT8e+UEBJlr1ecRWs10uZ3N7m+UJH+lyOWAV4T4mEzo5QdrK8TKwJPcNMJp7f1UVZGxoSsz63b/NaGxskJzodna9QSCRFi4uUl6NHKQOpFOX+yBHi3OPhM16/TlmRy8V+glVVYqf8t94Sna66On4u1JleviyW/TidvO6RI5wLp5M1WidPcr4+9zk+26VL5AL19byP0Ln+nXcYtHG5qFc+Wrf9O0+8XnjhZ0//8IdPYXeXiltoHLiywgft7iYolEqx4DWVAv7+7xkCrKvb2y3e4aCiE1omqFRUYLkcFWssBvzRH/F6v/oVwfLWW/y8tlbcFmh7m9Gk3l4yXqHjtdHIz7xepilu3yYIi0WCzmwmKWppITAGBkhudDpxBcj4OPDkkwSmTkcl/t57okGRyxkCfvRRKm61mkr+0CFeQ/AqLBaCVC7nOCcmOG9LS2xH0d5Osnr0KBX69es8z27nOAVS5nTS0AjFyuGwqABGRnj+T3/K8ezu0pidOQOMro9BY0zAqrXip0M/hVPnxPml86UVR39z9m/wQM0DMKgMGF4fhtfshV6pR4WxApFUBF6zF1KpFNXmakgkEvzgxg+wndzG5OYkJGD7hGQuCZ1SVyrOXYutocPZgVAyhK34FhLZBJ7seBISSHB55TIjVfENuPQuKGVKWDVW1FhqoJKrUEQR0VQUTfYm1FnrYNFYoFfqkclncHP1ZimadWruFLceUltYR5ONI5FNlNo5SKVSKKVKLEYWcajqEABG5ua25+DUOVEoFuDQOUppyCZbE4bXhzEaGMXw+jDyxTweqn2otLIslUshV8jhg/kPUGmoxOTmJDK5DE7MnsDkxiRmtmdKWw2FkiFGCdQWphk/rL2pNlejylQFp84J344P7U6mWvt9/fCavJjfnodJbcL11euot9ZjKbKERnsDlErKx7lzlK2uLnqK58+L22ZcusTPDh4kSVpeJgZffVVs5KvXUzaUSkZdk0nKQWUlsZVKid2f3W6xQH9qirJktRJTKhVlRGjCePw4cSq0U/loU9E33hCL3iUSKsiJCeK2v5+Eqrubx5w8Sd3y1a/SiMjldIh8Pj5bUxPHNTPD5zQYeHyhQCNQXk7HSSh8Fuopt7b4bJOToq6ZmyPpkkr5//p6lhPodCRpX/oSrzU8zLGHw9QjcrnYo292lr/7fJRjmYxyLTR8vLO6gbwqiOHAMNocbRgNjKLCUAEJJNApdbBqrZgOTqO77MPiniJwf839MKvN+NHNH+Hh+ochl8oxtTkFu85e6ghfLBaRyCVg1VihU+nQbG+G2+DGreAtSCQSlBnKsL98PzZ3N9Fkb0K9tR7JXBLV5upSzVY8G0c4Gcbp+dNoc7ThWO0x7GZ2cXPtJoYDw3DqnOgr70MynwQA7KR3uDODyoTZ7Vk8Uv8IsoUsbqzeYJsMUyWMKiOaHc3clUEqhVFpxK2tWwinwrBrWdt1eeUydtO76HH34OrKVTx741ncXXU33rz9JnrcPag0VaLOWgeTmm0pYukYzi2dwxHPEajlalxYvoAHah9gVE9jwWp0FZl8BlaNFe2udpxbPIdYOoZ8MQ+NXIPxzXF8pe0rKDeU40D5ATqDtgZ4zV7sZnbRV9GHdD4NvVKP1269VmqcPL89j46yVly7Rtyp1WI67MYNyoRQ6qLREJfnzhHLQh3zhQuUJ5eLRMHrJZZOnSJum5uB//E/xObCIyMkSk89RYwLbYrq6xllDYVoCzIZ2sKFBcqHyUQZrqjg5zU1jMA6neJuKOXlxPqhQyRhFy7QNq2uMuI2O0tiWVEhRt9aW2k3d3d5bGsrZUsup34RVi4ODnL8Wi0JnFYrZo0WFjg/4+Ocx9FRUQ8Eg7yeREJdBIiRuKNHacsyGV6nrIz32Nqi7MrlvJ7QzV6t3rsQIZ8H/uf//DdGvCQSye8988wzJ5555pn/95lnntE+/fTTV/6143/wg589/cgjT2FqiikLoRj20iX2vDlzhuA4dYo5Y7ebE1NbS4VeLBJU0SgJwce76QppguPHxa0CwmF+ViwSGAYDSkXGKys8Vq8nUJRKKlihTkNYoZjPk9y1tlIRLi1Roe7siFucLC9TcXo8BN/gIH+vqSGItrf5udUqFt5nMnubWT78MI2g283jhUZwgQDvc/06lfGvf83n37ePyn5zk0L8mc9wToQtjX78Y44/FBKLkVtaGBLu6aEx++xnqQjkchphq5XCtbTEe2eznJetWAw9DW7c8N/A4y2PY2B1AF9q+RLMajP8UT96y3tRb6tHKpfCrc1bGFofQq6Qg2/HB51Sh6XwEgbWBuDb8WEruYV7PfdicG0QjzQ8glvBW6g2VyOYCJa2NREKxVscLaVGi9lCFolMAl3uLqRyKSxGFtFX2Yfnbj6HIrgEfWVnBcF4EGq5GoNrgwinwji3dA6ZfAaZfAbPDjwLjVyDJnsT4pl4iYDtpHewndyGTqFDrbUWA2sD2F+2H63OVoysj6CnvAd2rR2B3QBemnwJwXgQqTy3Gak2V0MpVWJpZwkTgQlUmaqwGd/EE+1PoMZSg6ngFCRFCebD85DJZFiLruG6/zpyhRzKDeW4t/peWDVWbCW30OHowHx4His7K3hp8iXu+yiTocXeguWdZcgkMmwntzG2MYY3br9RWk0VTUUhkUg4X1o7rBorDpQfQCgZQpe7C5FtBSIRsXjcZCJm6+pE3F+7Bvz5nxMbMplYDF5dTbwmEsTaRxsfFwpitGtykscND9M4CGn+iQliMpmkchSiYpcuAZ//PD3SmRk6UjYbnReLRdwW6MIFKu7FRTFa9rOfiT3+kkkqV5mMyt3jocyUlfF6wkpemYzHSaViqlAout/dZZRMaBB5+TJlqFjkOJaWSKYqKqirjEYxiu5yUb6MRuo1hYLGUC6nbhgb42rF27fFrWFqamgQa2s5V6+8QuN7+zaJZE0NjWc4DNx3RInLK5chk8qwFlvDfdX3QSlXYmB1AAaVAVaNFRXGCkgkEsQzcYxvjpdWIJbpyzC0PoR9ZfvQZG9CraUWqVwK1/3X8crUK2xXImGxuEauQSQVgUquwj3ee+CP+mHT2nB6/nSp7uvU/CkE40Es7SyVdrFI59I4VncMHpMHq7FVvDz5MjqcHTCqjfDFfGhztiGajmJ6axqPNjxaSgtGkhG0OdugkqlgUBrwzcvfxJMdT2J+ex5quRoDqwNYiaxgeWcZFq0FhysPo9xYjvNL56lboj4E4gHsZnbxn+/6zwgmguh0deKdmXdg09iwEF5AJBUppVPv8dxTagtRZ62DRCLBanSVvb50dsgkMsxtz2F2exYWjQUahQYHKw5iNbaKVmcrTCoTQskQ/DE/WuwtuLJyBdd819DmbMPFpYsIxoOotdQywvxhv8KN+AaW5pRoqTNBKqXTbbEQy729YjS5s5NYFXZJMBhoC2prKRuHDhGboRDl1eFgze/Vq8TzwYPiYql0mvVJCgWvYTRS/oS6zZUVkrSyMhKxtTU6KTYbMXnqFMcmpEAFB+r553mvykrqAmGB2K9+RdvY309dEQqJhem9vSKBq6zk80WjdOTkcn6mUpE82e3E+9aWuFBlbIx6paeHzxAKiav9hcbHBgNl1uEgAdzeJk+Ix3kdr5cd8IVWM8ePi0X/Ph9t+sGDlM25OR4j1I8ODQGvvfZviHhJJBIZgJMAHgbwLQDPPvPMM5eefvrp4L90znPP/ezpr3/9qdIy7LExTtR//+9UcMkkX5jQlX5oiKBoaSHDTaepUOfmqOiuXBGBITQlfPNNLn21WPgCzWZxZZZOxxc1O8vccl0dI2kKBV/Kj34kFq9fuUJP1mwmGMJhhjEzGZ4rbFug1dLQLC3xd7+fjF/INTscJJOBAO8nrG6x2cRIVFOTWJjb3U3Strkp1l35fBTA++/nnAgF/42NfBaViquzhG7HwSCfo7ycAtPZybHo9bzHoUME8+//vgAs3u/oUc7V4iK/AQJyYAAoFiU4G/k5tAotrBorrFprqTGpsL0IAFxavoS7q+7GVmILmVwGvxj5BY56jyJTyKDKVIWVyAr0Sj063B1wGxhHT2QT2E5uo9nWjCu+K3DpXdApuKfi7PYsVHIVPpj/AB3ODiTyCdRZ67AQXkCHqwM7qR2oZCoopAoY1UY02hrh0DlwcvYkHDoHKk2V0Mq1qDRWIlfIocpYhf1l+9Hv78fc9lyp8/5WYguzoVlsJbdgUVuwr3wf9Co9pjan4NQ5IZfKsRnfxJWVK3io5iH4o36sxdagU+pQKBYwsj6CaDoKCSRYji4jmUkikU2g1lKLcDKMDxY+gD/qR5ezC1NbU/ibI3+DNmcbthPbeGnqJWRzWTTZm5halEgQToXxJ11/gkA8gC53F9QKNbciSobhNXvxcP3DOFB+APPb81DJVIikIliNrUItV8MX80EiYSNHmVSG0fVR1Nm9kEgYBX7/fVEmhRV8NTX8rqwkFiMRYjGVoiJuaSF+6+qIL6GvlkRCOTOZ9q6W3dhgyiSbJaG75x7i8I03qDDn58XU/IMP8pr3308yeO0au00L7Sqam8VtiF57TVTgkQh1hcdD/XDpEsdx65a4z6TFQm/Z5aJsCluPDQzwvFOnOG5hpVUsxvGcOUPsj4+Le1H29Ympxt1dXnd6ms+1vCzWWyaTvM/cnJj2OXtW3MFCreYzyOWUP6VSNG6bmzSa2SxleXIS+PGPpXjiKwrcVXUYDq0D/qgfy5FlzG7P4vzCeQysDnDrH7MHJ+dO4sLSBdi19lIrE4vagrXYGqpMVUjmkjg+fhxqmRoVxgoYlGwarFFo0Gpvxfp3+XsAABIeSURBVIXlCzCqjBgJjEAhVaDKVIWxjTG2qCgCdp0dd1XdhTZnG2LpGA5WHkQB7Lk1FhjDemwd+8r3waAyYH/5/lJzVb1Sj8NVhzEdnMbQ2hBsWhvanG0ooojlnWW0OFrwmbrPQCLh4hG33o2LSxehV+hxyMNIc66Qw2p0FQaVAR6TB8fqjmEkMILPN34eOqUOO6kdlBnK0GJvwbuz76JQLKDGXAOLhtFsj8mDd2ffxdTmVGmxzevTr8OsMZcK8S0aC6aD0zhcdRidrk5olVr2N4MEiWwCt7du46G6hzC2MYaR9RHsL9sPm9aGD+Y/KPUtC6fC0Cq0KKKIZkczXBZTKUoqpBYbGmiPZDK+80KBWBB2RNneJgbKyqiLAwHipa+PtmNlRSxB2bePdnBhgcTO7Ra38ZJKiel77yWO1WqSiqkpsb1DIkH5GBri70L7pOvXiWVhP1GnU0z/2e20eTU1vH5PD68vbNtlsYgk69Yt6pLpaY59eJjH19VRHhYWyAM6O/nMgnwKKxi7uzmOjg5xWzMhcujzie00YjFx2z6Vivfe2qJsZrMka4EAx7y6yrmLREjAAgGO5exZ2muh36XHA/zqV/+GiNczzzxzCEBnsVj8wdNPP51/5plnLACa/7Wo109+8rOnrdanMDFBMP3RH5FQFAp8mRUVnKBolMcLxW9nz1KZZzJ82bdvc3I7OphWOHKEZCUSodKMRKi0hLqMSITXPHCACr9QoEebz9NrLS/ny+noIGjDYd5LKP4PBGhoampEz3xggCuhGhtpFI4cIZCqqlifVVlJw+N00jj5/QR1OExhSCRoKGZmCIj6erG1w8iI2ETO5SIpLRb57EKxskLBa3R3i9GFzU1R4CYnqcz7+wngu+7i8U4ngV5WJvZq8XoZUZRKCfS776bhfOwxpkF1OqCyLooHmvpQba6GUW1EJp9BmaEMi9uL8Jg8peaCC5EFDK4NQi6Tw2Py4HDVYSxFlnCX5y4UigV4LexdJWz2G0lFML89j1QuBbWc5KLeVo9MLoNfjf8KFrUFPe4eJLIJHPEewfTWNDLZDBw6B6KZKLL5LKwaK7rLurEUWYJcKodeqYdRZYQUUlg0FrQ523Bh8QKWo9xzLZQMoaesBwcqDmA+NI+377yNtdgaut3dWI2u4tTcKTQ7mlEsFjETmoFCpoBWqcX/Gf0/qLPUYTI4iUcbH8X9NfejWCxicmMSrc5WLIWXEElHsK9sX2k/RafWCZlEhtGNUfRV9GE5sgyFTAG5VI5YJobFyCIernuYrS3cXZgJzaDb3V1qD+E2uNHv68dieBEGlQHru+swqAzYSmxhJbKCeCaOYDxY2ozboXOg3lKPhcgCCsUCVDIVkvkkdpJR/OP/ssHlomINBChrEgmVltUqerLnzhHvzc3EeThMnCQSlIlXXqFcHThAbAmrhVMpsdD8a18jhhYWGFUV0m3CKqV9+0h29u+nHF66xGul05QFhYK4e+MNet5CEbwgf1tbYi8god1EeTlleHOTON/Z4bWFfnoWC/XE8jKdF5mMjsarr/JeTU2ssRQauVos1E/RKM95+206JyYT9UQ6LRrK6WmOPxzmuTducL6Ghzm3mQzlSdgeKZ3mZ/ffz2eTSDjWs2cZJVha4ntqbwfaj40gkYshlUshW8jig7kPMLA6gG8c+gZuh27jgeoH4Iv50GRvgkFpQJe7C9lCFm9Ov4nt1DZ6ynrgNXkhkUhwbuEcOl2d2M3uos5Sh+3UNm6s3MBQYAgd7g7oFXrUmGtQa6mF18xtvXrKerCb2cXF5YtQypSoMlVhemsa8UwcN1ZvoNHaiPXYOqRSKSxqC2a3Z+ExefDm7TfRaGvE1OYULi1fQre7GxeWLkAj00CtUCOYCOJ28DYUMgWKKCKWiUEpU2JiY4IrgmVydJd1o9ZSC6PKiGQuiZWdFcxtz0EhU2A9tg6vyQulTAmlTIm57Tnc8N1AvpiHUWWETqFDtpDF1ZWrQBGYC8/BorIglUthJDCCf7j6D1DJVThcdRipXAqb8U28MPxCqUXG2cWzJF8f9vS65r8GCSQooIBULoWesh4Mrg/CqDLi8ZbHUWutLXXwn9ycxJnFM7BpbNBppUjsaDE5yfe8s0NS09tLh0EooL95k3YrlaJDYjZTNqenSSrW18VMyc4O7cS+fbyGYEONRl7n8GGe63JRNu/cAZ59VmwearPReRgZEZ2YZFJs0yAsjllfpy4QOsg3NlJ2slleOxaj/RCCEGNjvKZQ82yzkaQFApSPt96iPOVyHJOwoK67W3x2oZ2DVsvrzM9TT1y8yHMnJylDc3Nij66KCt5P0G+//KXY1kbozSXsRdzdLRJav5+E0eejTvvDP+TcC2VFGxv/eud6SVHYB+f/py+JRPJlAL9XLBb/7MO//xDAwWKx+P/8S+e0th4ofutbg6Xi3ro6hgAPHaKyvXyZEyh0jV5bo4KzWPjSysqoyKurCRQhZXjlithYVcgFWywE0MGDfJlGI1/W5qa4t1skIm5aKzR6FHoACQXCS0scj83GF7W7S6D/8R8THImEuLmu00kweDxU5IODVKyCAfrc5wikpSUCQkidCixeaEiXSBDwly6xgeTmJsd06xb/BghWIVUpRL5iMRosq5U1bn/+55xTnY5zptOJxm1ujsIVDIq1LlevErRCQbIwN1evAjXtG5gMjsGoMiIYD6LZ0Yx4Jg5f1Ffax00pU2Jqcwq5Yg5dzi6s766jr6IPA6sD6Kvow1psrbSx7tDaELQKLTQKDXZSO1DKlAjGgyg3lCOZS+5ZURhNR7Gxu1HaNPrN22/i/ur7sRHfgEqmgsfkKfUO2kpssTD21uu413svFXw8iPGNcTzW9BgmNychl8rRaGuEL+qDP+JHpakS9Tb239hJ7WBgdQDH6o4hnUsjkorAH/XDqDRiJboCqUSKNmcbViIrkEjoBdu1drQ4WkrjHQuMwaQ2QSPXwBf1ocJQgXg2Dq/Ji/dm30OlsbLUhXxkfQRFFCEB00RHvEcAAOuxdfh2fDBrzJBAAoVMAaVMidnQLFw6V2lRQoOtAVKJFHeCd+DQOXBz7SYkEgk+3/h5pHIpjG+Oo8PZgXwhD63cgJkZKm0hIqxUkmAZDHzvb75JJXf6NOWhsVHctzESIXbLy4mzU6eIV2FVkrDhbDRKJTgwQGXa0iISDo+HXvnjj/NaoRD/X1tLeZicJKaFBsIqFZWgsHl1JsN75/OUnXBYTEOk09QJLS0kPn4/DZNaTeV98CDP/c53eExzM+VZIhFXGD78MIv3H3+cRKuqSoyIb26K6YiHH6YecDh4jWyWiluogevs5N/NzdQbmQyPcTh4zCuvUOaFBpDl5dQXn/nMXp05NkYDMh4cgsfkwT9e+0fc570Pa7E11Fpr0e3uRmA3gFpLLW5v3UanqxNbCbZGWdlZgUPrwPjGOHZSO3ii/Qn86OaP8LX2r2EkMIJmRzMqDBWY3JiE2+DG4NogFsIL3G5HoUe1pRrV5mq8P/s+as218MV8OOo9ivNL59Fb3lvaJ/L16dexv2w/FsOLWNlZAcBFJMfqjpVaorh0LmyntrEaXUW5oRw9ZT247ruOfn8//rTnT2FSmzC0NoTZ0Cy+3PplDK0PocXeAqPaiItLJHx6pR7BRBB6hR59lX3I5DPoX+mHL+qDS+9CNBXFAzUPIJlLIp6NYzG8iHprPZZ3ltHh7MBabA1GlRFesxe/Hvs17vPehypTFe6E7pTk9/jYcTTaG9Fb0YtENoFfDP8CX275Mmw6G2LpGH458kt8oeULCKfCMKoYYU/lUqXo+a/Hfo16a31p0dEXW76I4SEpJBIS7UMM3qHjQ/VWKJCAuFzE1rPPAn/xF2Kd0YsvMgJqt1Nehb5yp09Tdz/yCO3PkSOUz0uX+L+yMsrE1as8P5cTVxv29NAuCM1QhVIeoeWQIH8jI4xUa/+/9u43Rq6qDuP49+lubaUIXbAhG0utMXZfCC2FSiCtDTbRqK2kQUw0CmJMiAmkNbwQ/yXCCxLjC0MwUWNqtVgiCUEaVASbdNNCFGuXtru20DfYJhKSpkFKKwaBfXxxz2ZXLXF2yd6zs/t8ksneOXPP3N/smdz5zTln7jmvSeL6+pr39YEDzZeusTnTa9c25xSpSewWLmz2HRhoPmdPnGj227KlOSesWtW8r8cuaNzf38yLXLasOSf09TXni2uuaT4ne3rGjwlNXrBtW/OFbuxK/YsXN5+PY/M3x+Z1LljQvM6hoWZ73rwmCRy7nt6CBc0vNk+fHk/m9u0bX01g82bo7dWQ7TXnymlmbOIl6Vbg1nJ3ADjWaqDtejdwqnYQMSVpu+6W9utuab/uNdvb7r22l5zrgd5zFU6zF4CJazMsLWX/wfZPgHN20802kg68VWYcM1varrul/bpb2q97zeW2+9+VfKffn4EPSHqfpHcAnwUerRBHRERERKta7/Gy/Yak24EngB5gu+0jbccRERER0bYaQ43Yfgx4rMaxZ6g5MaQ6S6Xtulvar7ul/brXnG271ifXR0RERMxVNeZ4RURERMxJSbwqkrRd0klJf6kdS0yOpEslDUo6KumIpK21Y4rOSVooab+kw6X97q4dU0yOpB5JByX9pnYsMTmSjksakXRI0oHa8bQtQ40VSVoPnAXut31Z7Xiic5L6gX7bz0h6FzAEbLZ9tHJo0QFJAhbZPitpPvAUsNX205VDiw5JugNYA1xge1PteKJzko4Da2zP5ut4vaX0eFVkex/wUu04YvJsv2j7mbJ9BngWeE/dqKJTbpwtd+eXW76FdglJS4GNwLbasURMVhKviLdJ0nJgNfCnupHEZJShqkPASWC37bRf97gX+BowWjuQmBIDv5c0VFapmVOSeEW8DZLOBx4Gvmr7ldrxROdsv2n7CprVM66WlOH+LiBpE3DS9lDtWGLK1tm+EvgEcFuZdjNnJPGKmKIyN+hh4AHbv6odT0yN7ZeBQeDjtWOJjqwFri/zhB4ENkjaWTekmAzbL5S/J4FHgKvrRtSuJF4RU1AmZ/8UeNb292vHE5MjaYmkxWX7ncBHgefqRhWdsP0N20ttL6dZcm6P7S9UDis6JGlR+UESkhYBHwPm1C/7k3hVJOmXwB+BAUl/k/Tl2jFFx9YCN9F82z5Ubp+sHVR0rB8YlDRMs37sbtu5LEHE9LsEeErSYWA/8Fvbj1eOqVW5nERERERES9LjFREREdGSJF4RERERLUniFREREdGSJF4RERERLUniFREREdGSJF4RMaNI+rmkG2vHERExHZJ4RUTXkdRbO4aIiKlI4hURVUm6WdKwpMOSflGK10v6g6Tnx3q/JF0n6UlJjwJHJS2U9DNJI5IOSvpI2e8WSbsk7ZZ0XNLtku4o+zwt6aKy3xXl/rCkRyT1lfItko6W8gdL2UXlOYdLnZWl/C5JO0pcJyTdIOl7JabHy7JSSLpK0t6yKPATkvrb/S9HxEyRxCsiqpH0QeDbwAbbq4Ct5aF+YB2wCfjuhCpXAlttrwBuA2z7cuBzwA5JC8t+lwE3AB8C7gFetb2aZqWIm8s+9wN32l4JjADfKeVfB1aX8q+UsruBg6Xsm6XumPcDG4DrgZ3AYInpn8DGknz9ALjR9lXA9hJTRMxB6a6PiJo2AA/ZPgVg+6VmGUx22R6l6dm6ZML++23/tWyvo0losP2cpBPAivLYoO0zwBlJp4Ffl/IRYKWkC4HFtveW8h3AQ2V7GHhA0i5g14Rjfboca4+kiyVdUB77ne3XJY0APcDY8icjwHJggCYR3F1eWw/w4hT+VxExCyTxioiZ6LUJ25qw/Y8p1B+dcH+U/3/e2wisBz4FfEvS5Z0cy/aopNc9vg7b2LEEHLF9bYexR8QslqHGiKhpD/AZSRdDM5dqEnWfBD5f6q0AlgHHOqlo+zTwd0kfLkU3AXslzQMutT0I3AlcCJz/X8e6Djhl+5UO4zwGLJF0bak/vwyxRsQclB6viKjG9hFJ99AkPW8CBydR/YfAj8oQ3xvALbZfK8N5nfgi8GNJ5wHPA1+iGQbcWYYiBdxn+2VJdwHbJQ0Dr5a6HbH9r/IDgfvK8/YC9wJHOn2OiJg9NN4rHhERERHTKUONERERES1J4hURERHRkiReERERES1J4hURERHRkiReERERES1J4hURERHRkiReERERES1J4hURERHRkn8DaxWH7QoleYMAAAAASUVORK5CYII=\n", + "text/plain": [ + "

      " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# manhattan plot\n", + "import pylab\n", + "import fastlmm.util.util as flutil\n", + "pylab.rcParams['figure.figsize'] = (10.0, 8.0)#For some reason, need again (appears above too) to get big figures\n", + "flutil.manhattan_plot(results_df[[\"Chr\", \"ChrPos\", \"PValue\"]].values,pvalue_line=1e-5,xaxis_unit_bp=False)\n", + "pylab.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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      sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
      052snp495_m0_.01m1_.045405240522.990684e-23-0.4186530.0400520.4245210.00.451117
      1392snp1422_m0_.49m1_.53239223928.251922e-230.4164950.0403000.4205870.00.279710
      2650snp1200_m0_.37m1_.363265026503.048007e-14-0.3288700.0420210.3312400.00.279710
      33snp433_m0_.14m1_.113200320039.202499e-100.2682890.0429730.2696700.00.279710
      4274snp2832_m0_.46m1_.14327432747.069762e-04-0.1704210.0500030.1511240.00.542046
      \n", + "
      " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 52 snp495_m0_.01m1_.04 5 4052 4052 2.990684e-23 \n", + "1 392 snp1422_m0_.49m1_.5 3 2392 2392 8.251922e-23 \n", + "2 650 snp1200_m0_.37m1_.36 3 2650 2650 3.048007e-14 \n", + "3 3 snp433_m0_.14m1_.11 3 2003 2003 9.202499e-10 \n", + "4 274 snp2832_m0_.46m1_.1 4 3274 3274 7.069762e-04 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.418653 0.040052 0.424521 0.0 0.451117 \n", + "1 0.416495 0.040300 0.420587 0.0 0.279710 \n", + "2 -0.328870 0.042021 0.331240 0.0 0.279710 \n", + "3 0.268289 0.042973 0.269670 0.0 0.279710 \n", + "4 -0.170421 0.050003 0.151124 0.0 0.542046 " + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DebugEmitFolds.txt allButChr1.bed chr1.bim\t pheno_10_causals.txt\r\n", + "all.bed\t\t allButChr1.bim chr1.fam\r\n", + "all.bim\t\t allButChr1.fam chr1.sets.txt\r\n", + "all.fam\t\t chr1.bed\t cov.txt\r\n" + ] + } + ], + "source": [ + "!ls /work/FaST-LMM/tests/datasets/synth" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n" + ] + }, + { + "data": { + "text/plain": [ + "(500, 5000)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed = Bed(bed_fn, count_A1=count_A1)\n", + "bed.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 1, 0, 0],\n", + " [ 1, 1, 1],\n", + " [ 1, 2, 2],\n", + " ...,\n", + " [ 5, 4997, 4997],\n", + " [ 5, 4998, 4998],\n", + " [ 5, 4999, 4999]])" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# (chromosome, genetic distance, basepair distance)\n", + "bed.pos" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" + ] + }, + { + "data": { + "text/html": [ + "
      \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
      xarray.Dataset
        • sample: 500
        • variant: 5000
          • data
            (variant, sample)
            int8
            0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
            array([[0, 0, 0, ..., 0, 0, 0],\n",
            +       "       [0, 0, 0, ..., 0, 0, 0],\n",
            +       "       [1, 1, 1, ..., 0, 0, 0],\n",
            +       "       ...,\n",
            +       "       [0, 0, 1, ..., 1, 1, 0],\n",
            +       "       [1, 2, 1, ..., 0, 0, 2],\n",
            +       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
          • sample_id
            (sample)
            <U8
            'cid0P0' 'cid1P0' ... 'cid499P1'
            array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
            +       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
            +       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
            +       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
            +       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
            +       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
            +       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
            +       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
            +       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
            +       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
            +       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
            +       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
            +       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
            +       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
            +       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
            +       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
            +       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
            +       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
            +       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
            +       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
            +       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
            +       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
            +       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
            +       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
            +       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
            +       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
            +       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
            +       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
            +       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
            +       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
            +       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
            +       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
            +       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
            +       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
            +       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
            +       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
            +       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
            +       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
            +       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
            +       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
            +       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
            +       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
            +       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
            +       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
            +       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
            +       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
            +       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
            +       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
            +       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
            +       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
            +       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
            +       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
            +       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
            +       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
            +       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
            +       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
            +       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
            +       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
            +       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
            +       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
            +       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
            +       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
            +       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
            +       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
            +       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
            +       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
            +       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
            +       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
            +       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
            +       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
            +       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
            +       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
            +       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
            +       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
            +       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
            +       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
            +       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
            +       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
            +       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
            +       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
            +       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
            +       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
            +       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
            +       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
            +       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
            +       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
            +       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
            +       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
            +       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
            +       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
            +       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
            +       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
            +       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
            +       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
            +       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
            +       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
            +       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
          • family_id
            (sample)
            <U8
            'cid0P0' 'cid1P0' ... 'cid499P1'
            array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
            +       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
            +       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
            +       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
            +       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
            +       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
            +       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
            +       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
            +       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
            +       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
            +       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
            +       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
            +       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
            +       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
            +       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
            +       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
            +       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
            +       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
            +       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
            +       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
            +       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
            +       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
            +       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
            +       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
            +       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
            +       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
            +       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
            +       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
            +       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
            +       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
            +       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
            +       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
            +       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
            +       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
            +       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
            +       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
            +       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
            +       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
            +       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
            +       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
            +       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
            +       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
            +       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
            +       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
            +       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
            +       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
            +       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
            +       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
            +       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
            +       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
            +       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
            +       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
            +       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
            +       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
            +       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
            +       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
            +       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
            +       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
            +       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
            +       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
            +       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
            +       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
            +       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
            +       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
            +       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
            +       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
            +       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
            +       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
            +       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
            +       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
            +       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
            +       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
            +       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
            +       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
            +       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
            +       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
            +       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
            +       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
            +       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
            +       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
            +       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
            +       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
            +       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
            +       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
            +       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
            +       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
            +       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
            +       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
            +       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
            +       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
            +       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
            +       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
            +       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
            +       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
            +       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
            +       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
            +       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
          • variant_id
            (variant)
            <U20
            'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
            array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
            +       "       ..., 'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47',\n",
            +       "       'snp124_m0_.23m1_.08'], dtype='<U20')
          • contig
            (variant)
            int64
            1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
            array([1, 1, 1, ..., 5, 5, 5])
          • cm_pos
            (variant)
            int64
            0 1 2 3 4 ... 4996 4997 4998 4999
            array([   0,    1,    2, ..., 4997, 4998, 4999])
          • pos
            (variant)
            int64
            0 1 2 3 4 ... 4996 4997 4998 4999
            array([   0,    1,    2, ..., 4997, 4998, 4999])
        " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0\n", + " sample_id (sample) Date: Mon, 25 May 2020 03:11:15 -0400 Subject: [PATCH 3/3] Synthetic data export update --- .../export-checkpoint.ipynb | 1549 ++- tests/notebooks/synth-01/README.md | 2 + tests/notebooks/synth-01/data.nc | Bin 0 -> 2652552 bytes tests/notebooks/synth-01/data.zarr/.zattrs | 1 - tests/notebooks/synth-01/data.zarr/.zgroup | 3 - .../synth-01/data.zarr/cm_pos/.zarray | 20 - .../synth-01/data.zarr/cm_pos/.zattrs | 5 - tests/notebooks/synth-01/data.zarr/cm_pos/0 | Bin 623 -> 0 bytes .../synth-01/data.zarr/contig/.zarray | 20 - .../synth-01/data.zarr/contig/.zattrs | 5 - tests/notebooks/synth-01/data.zarr/contig/0 | Bin 308 -> 0 bytes .../notebooks/synth-01/data.zarr/data/.zarray | 22 - .../notebooks/synth-01/data.zarr/data/.zattrs | 6 - tests/notebooks/synth-01/data.zarr/data/0.0 | Bin 177621 -> 0 bytes tests/notebooks/synth-01/data.zarr/data/0.1 | Bin 174387 -> 0 bytes tests/notebooks/synth-01/data.zarr/data/1.0 | Bin 176976 -> 0 bytes tests/notebooks/synth-01/data.zarr/data/1.1 | Bin 174164 -> 0 bytes tests/notebooks/synth-01/data.zarr/data/2.0 | Bin 176705 -> 0 bytes tests/notebooks/synth-01/data.zarr/data/2.1 | Bin 173887 -> 0 bytes tests/notebooks/synth-01/data.zarr/data/3.0 | Bin 178167 -> 0 bytes tests/notebooks/synth-01/data.zarr/data/3.1 | Bin 175642 -> 0 bytes .../synth-01/data.zarr/family_id/.zarray | 20 - .../synth-01/data.zarr/family_id/.zattrs | 5 - .../notebooks/synth-01/data.zarr/family_id/0 | Bin 367 -> 0 bytes .../notebooks/synth-01/data.zarr/pos/.zarray | 20 - .../notebooks/synth-01/data.zarr/pos/.zattrs | 5 - tests/notebooks/synth-01/data.zarr/pos/0 | Bin 623 -> 0 bytes .../synth-01/data.zarr/sample_id/.zarray | 20 - .../synth-01/data.zarr/sample_id/.zattrs | 5 - .../notebooks/synth-01/data.zarr/sample_id/0 | Bin 367 -> 0 bytes .../synth-01/data.zarr/variant_id/.zarray | 20 - .../synth-01/data.zarr/variant_id/.zattrs | 5 - .../notebooks/synth-01/data.zarr/variant_id/0 | Bin 32135 -> 0 bytes .../notebooks/synth-01/data.zarr/variant_id/1 | Bin 31707 -> 0 bytes tests/notebooks/synth-01/experiments.ipynb | 1583 +++ tests/notebooks/synth-01/export.ipynb | 1549 ++- tests/notebooks/synth-01/results.csv | 10000 ++++++++-------- 37 files changed, 9007 insertions(+), 5858 deletions(-) create mode 100644 tests/notebooks/synth-01/data.nc delete mode 100644 tests/notebooks/synth-01/data.zarr/.zattrs delete mode 100644 tests/notebooks/synth-01/data.zarr/.zgroup delete mode 100644 tests/notebooks/synth-01/data.zarr/cm_pos/.zarray delete mode 100644 tests/notebooks/synth-01/data.zarr/cm_pos/.zattrs delete mode 100644 tests/notebooks/synth-01/data.zarr/cm_pos/0 delete mode 100644 tests/notebooks/synth-01/data.zarr/contig/.zarray delete mode 100644 tests/notebooks/synth-01/data.zarr/contig/.zattrs delete mode 100644 tests/notebooks/synth-01/data.zarr/contig/0 delete mode 100644 tests/notebooks/synth-01/data.zarr/data/.zarray delete mode 100644 tests/notebooks/synth-01/data.zarr/data/.zattrs delete mode 100644 tests/notebooks/synth-01/data.zarr/data/0.0 delete mode 100644 tests/notebooks/synth-01/data.zarr/data/0.1 delete mode 100644 tests/notebooks/synth-01/data.zarr/data/1.0 delete mode 100644 tests/notebooks/synth-01/data.zarr/data/1.1 delete mode 100644 tests/notebooks/synth-01/data.zarr/data/2.0 delete mode 100644 tests/notebooks/synth-01/data.zarr/data/2.1 delete mode 100644 tests/notebooks/synth-01/data.zarr/data/3.0 delete mode 100644 tests/notebooks/synth-01/data.zarr/data/3.1 delete mode 100644 tests/notebooks/synth-01/data.zarr/family_id/.zarray delete mode 100644 tests/notebooks/synth-01/data.zarr/family_id/.zattrs delete mode 100644 tests/notebooks/synth-01/data.zarr/family_id/0 delete mode 100644 tests/notebooks/synth-01/data.zarr/pos/.zarray delete mode 100644 tests/notebooks/synth-01/data.zarr/pos/.zattrs delete mode 100644 tests/notebooks/synth-01/data.zarr/pos/0 delete mode 100644 tests/notebooks/synth-01/data.zarr/sample_id/.zarray delete mode 100644 tests/notebooks/synth-01/data.zarr/sample_id/.zattrs delete mode 100644 tests/notebooks/synth-01/data.zarr/sample_id/0 delete mode 100644 tests/notebooks/synth-01/data.zarr/variant_id/.zarray delete mode 100644 tests/notebooks/synth-01/data.zarr/variant_id/.zattrs delete mode 100644 tests/notebooks/synth-01/data.zarr/variant_id/0 delete mode 100644 tests/notebooks/synth-01/data.zarr/variant_id/1 create mode 100644 tests/notebooks/synth-01/experiments.ipynb diff --git a/tests/notebooks/synth-01/.ipynb_checkpoints/export-checkpoint.ipynb b/tests/notebooks/synth-01/.ipynb_checkpoints/export-checkpoint.ipynb index 517902bf..793a3702 100644 --- a/tests/notebooks/synth-01/.ipynb_checkpoints/export-checkpoint.ipynb +++ b/tests/notebooks/synth-01/.ipynb_checkpoints/export-checkpoint.ipynb @@ -16,11 +16,12 @@ "outputs": [], "source": [ "# import the algorithm\n", - "!pip install xarray zarr\n", + "!pip install -q xarray zarr\n", "import os\n", "import os.path as osp\n", "import numpy as np\n", "import xarray as xr\n", + "import pandas as pd\n", "from fastlmm.association import single_snp\n", "from pysnptools.snpreader import Bed\n", "repo_dir = \"/work/FaST-LMM\"" @@ -28,7 +29,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -41,60 +42,40 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n", "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n", "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "reading 5000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n", - "0.08 seconds elapsed\n", - "h2=0.6149633560168088\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.0163266658782959\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.021387338638305664\n", - "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", - "0.06 seconds elapsed\n", - "h2=0.5342624467748883\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.01574993133544922\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.021263599395751953\n", - "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", - "0.07 seconds elapsed\n", - "h2=0.2797104739328243\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.01983356475830078\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.019928932189941406\n", - "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", - "0.06 seconds elapsed\n", - "h2=0.5420459884560497\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.021071434020996094\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.025470256805419922\n", - "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", - "0.06 seconds elapsed\n", - "h2=0.4511165760152969\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.017426252365112305\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.01979660987854004\n", - "PhenotypeName\tpheno0\n", - "SampleSize\t500\n", - "SNPCount\t5000\n", - "Runtime\t0.8344700336456299\n" + "0.18 seconds elapsed\n", + "h2=0\n", + "single_snp: Working on snp block 0 of 10\n", + "time=0.0727834701538086\n", + "single_snp: Working on snp block 1 of 10\n", + "time=0.028245210647583008\n", + "single_snp: Working on snp block 2 of 10\n", + "time=0.028414249420166016\n", + "single_snp: Working on snp block 3 of 10\n", + "time=0.024550914764404297\n", + "single_snp: Working on snp block 4 of 10\n", + "time=0.026447296142578125\n", + "single_snp: Working on snp block 5 of 10\n", + "time=0.028400182723999023\n", + "single_snp: Working on snp block 6 of 10\n", + "time=0.02503514289855957\n", + "single_snp: Working on snp block 7 of 10\n", + "time=0.027478456497192383\n", + "single_snp: Working on snp block 8 of 10\n", + "time=0.026927709579467773\n", + "single_snp: Working on snp block 9 of 10\n", + "time=0.040212392807006836\n" ] } ], @@ -102,17 +83,24 @@ "# run gwas\n", "###################################################################\n", "count_A1 = True\n", - "results_df = single_snp(bed_fn, pheno_fn, covar=cov_fn, count_A1=count_A1)" + "results_df = single_snp(\n", + " bed_fn, pheno_fn, covar=cov_fn, \n", + " count_A1=count_A1, \n", + " # Force these settings to make parity easier to reach\n", + " leave_out_one_chrom=False, \n", + " h2=0,\n", + " force_full_rank=True\n", + ")" ] }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 36, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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QNM/MqnuzHQAAgIEiYfAysxc6v+Z53gVmVpLiup+X9LikFzu89oCkVWb2kOd5D5z5+f9LvbgAAAADVyqd6zt6N9U3mtl6SVWdXv6KpNZA94Kkr3Zz+wAAAANWd4OX18vtTTGz4jPfl0ia0sv1AQAADBjdDV5P99WGzcyUpPO+53n3e56X7Xlednl5eV9tFgAAIGO6FbzM7Ilebq/U87ypknTm37Ik25pvZnPNbO6kSUyUDwAABr7u1nj11hJJ9535/j5Ji33ePgAAQMakLXh5nveqpM2SLvc8r8DzvL+U9JCkL3qed1TSF878DAAAcFbocub6njKzbydY9Pl0bRMAAKA/87upEQAA4KxF8AIAAPAJwQsAAMAnBC8AAACfELwAAAB8QvACAADwCcELAADAJwQvAAAAnxC8AAAAfELwAhBXICAdOSI1N2e6JAAweKTtkUEABraXX5YKCqSZM6XvfS/TpQGAwYEaLwBx1ddH/wsA6D1qvADE9c1vSjk50jXXZLokADB4ELwAxDV1qvsCAPQdmhoBAAB8QvACAADwCcELAADAJwQvAAAAnxC8AAAAfELwAgAA8AnBCwAAwCcELwAAAJ8QvAAAAHxC8AIAAPAJwQsAAMAnBC8AAACfELwAAAB8QvACAADwCcELAADAJwQvAAAAnxC8AAAAfELwAgAA8AnBCwAAwCcELwAAAJ8QvAAAAHxC8AIAAPAJwQsAAMAnBC8AAACfELwAAAB8QvACAADwCcELAADAJwQvAAAAnxC8AAAAfELwAgAA8AnBCwAAwCcELwAAAJ8QvAAAAHxC8AIAAPAJwQsAAMAnBC8AAACfELwAAAB8QvACAADwCcELAADAJwQvAAAAnxC8AAAAfELwAgAA8AnBCwAAwCcELwAAAJ8QvAAAAHxC8AIAAPAJwQsAAMAnBC8AAACfELwAAAB8QvACAADwCcELAADAJwQvAAAAnxC8AAAAfELwAgAA8AnBCwAAwCcELwAAAJ8QvAAAAHxC8AIAAPAJwQsAAMAnBC8AAACfELwAAAB8QvACAADwCcELAADAJwQvAAAAnxC8AAAAfELwAgAA8AnBCwAAwCdDM7FRz/NOSKqTFJYUMrO5mSgHAACAnzISvM641cwqMrh9AAAAX2UyeKWssrJSzz//fNRrV111lT7+8Y8rGAxqwYIFMZ+ZM2eO5syZo8bGRi1cuDBm+dy5c3X11VerpqZGixYtill+44036vLLL1dFRYWWLVsWs/zmm2/WxRdfrJKSEi1fvjxm+ec//3lNnz5d+fn5WrVqVczy2267TRdccIGOHz+u9evXxyy/8847NXHiRB0+fFibN2+OWX733Xdr3Lhx2r9/v7Kzs2OWz5s3T6NHj9bu3bu1e/fumOX33HOPhg0bpu3btysnJydm+fe+9z1J0qZNm3TkyJGoZcOGDdM999wjSVq3bp3y8vKilo8ePVrz5s2TJK1cuVIFBQVRy88991x97WtfkyQtX75cJSUlUcvPP/983XXXXZKkpUuXqrKyMmr5BRdcoNtuu02S9NZbb6m2tjZq+bRp0/SFL3xBkrRw4UI1NjZGLZ81a5ZuueUWSdKCBQsUDAajll922WW66aabJClmv5PY99j32PfY99j3OmPfS77vdZSpPl4m6QPP83Z4nnd/vDd4nne/53nZnudld95BAAAABiLPzPzfqOd9xMwKPc+bLGmFpL83s9gIesbcuXMtXsIEAADobzzP25Go/3pGarzMrPDMv2WSFkn6RCbKAQAA4Cffg5fneWM8zxvb+r2kL0na73c5AAAA/JaJzvVTJC3yPK91+6+YWWxPOQAAgEHG9+BlZsclfczv7QIAAGQaM9cDAAD4hOAFAADgE4IXAACATwheAAAAPiF4AQAA+ITgBQAA4JOzLni1tEiBQKZLAQAAzkZnXfB66inp8celSCTTJQEAAGebTMxcn1FTp7oaLzdxPgAAgH/OuuD19a9nugQAAOBsddY1NQIAAGQKwQsAAMAnBC8AAACfELwAAAB8QvACAADwCcELAADAJwQvABlx/Lh05EimSwEA/iJ4AciIxYulN97IdCkAwF9n3QSqAPqHr31NCoczXQoA8BfBC0BGzJiR6RIAgP9oasSAsrVgq97PfT9t628KNqmuuS5t6wcAnN0IXhhQDlYc1N7SvWlb/yv7XtET259I2/oBAGc3mhoxoNxzzT0KRUJpW//1U69XXQs1XgCA9CB4YUAZljVMw7KGpW391029Lm3rBgCApkYACdXUSM89J5040ffrDgalTZukOioYAZxFCF4AEgoEpOLi9ISj/Hzpgw+k/fv7ft0A0F95ZpbpMnRp7ty5lp2dneliAOhDZq4mbfp0aSidHoB+JxKR9u6VLrtMGj06PdswkzwvPevOJM/zdpjZ3HjLqPECkBGeJ82aRegC+quCAuntt6Vdu9Kz/rw86T/+Iz1dGfozgheQYfUt9copy8l0MQadxYulDRsyXQpg4Jo+Xfr2t6W5cettem/sWGnmTPfv2YR7TSDDthVu0/qT6zXlnCmaOHpiposzaFRWSkO4texzwXBQgVBAY0ecZVfLs5DnSZdfnr71T5wo3Xtv+tbfX3FaQsZELJLpIvQLN067Ufdeey+hq4/9xV9Id92V6VIMPu8efVePbXtM4UhYq46viqmtbQo2aXnuctUEavpke9VN1X2yHknq6z7NxXXFOlB+oE/XicGP4IWMCEfCenjTw1pxbEWmi5Jxo4aN0iUTLsl0MYCUXDf1On1u1ueUNSRLe0r36Fj1sajlFY0V2lKwRYV1hb3e1vHq4/rt1t/qUMWhXq/rvaPv6TdbftOn4WvDqQ16+9DbfbY+v5lJW7dK1X2XbZECmhqREUO8IbpmyjW6aNxFSd8XDAeVdzpPl064VN5gHPoCDDAXjbuo7bj90Sd/pCFe9P379HHT9dObfqoxw8f0elsXjr1Qn5352S7PEx1VNVVpeNZwnTP8nJhyD/GGpHweCYaDCkVCGjVsVML33HnZnWoKNqVctv6mtlZavlxqbpZuvjnTpTl7MJ0E+rXsomwtO7JM999wvy4ce2GmizMoHK8+Lpl0oOKALjv/Ml12/mWZLhJS0NDgaiduukkaOTLTpem/Htn8iKaMmaJ7rr2nV+tZmLNQRXVF+vGnftxHJUu/SMT1y+rOPWplpXTeeVJWVvrKdTZKNp3EgKnxikSk7Gzpyiulc87p+v39jZmbqXv48EyXZGD52JSP6dwR52rqOVMzXZRBY9XxVTKZGoONOm/keQSvAaK4WFq/Xpo9W5oxI9Olie949XFtyt+keVfN0/CszJzsvnL5VzR6WO8nnZp74dw+66eWqqZgU9Iatq7813+5KRq+8hXpc59L7TPnn9/jzfWZlhbpySelz3xGuuGGTJcm/QZM8Kqult57z6Xygfgfs2mTtG6d9JOfcLfaHcOyhhEM+th3rvmOJPVJUxBSF4lIS5ZI11zjwlN3XXKJ9NOfSmP68X9bc6hZdc11CkfCUoZqUGZP6MEfN46Lx1/cJ+tJ1fbC7Vqeu1w/+tSPdO6Ic3u0juuvd/tHfwhT3ZGVJV10kTR+fKZL4o8BE7zOP1/6h39wVaLdEQpJhw65mrJMDi2/5BJXlhEjMlcGQCJwZUo47CaknDat5+voz6FLkj466aP66KSPpvTe0vpSTRozKaaP2Nlq9oTZumXmLTF907rj5pv966sVCLhrWl+0QGVlSXff3fv1DBQDao8fP777jxY4dkx64w13wsukKVOkW24ZnI9GwNmttNQ1FSC5YcOkH/4wfZNRDiSl9aV6MvtJ7S/jQZ2tJoyaoJtn3Nyvg2gw2P794sXS889nrCgDWv/9H06gqUmaP9+1Y6fissuk++931ZgAei872zWbS+6O96mnpAULXB+kwSYScf0z0bcmj5ms//bR/6bLz0/j7JzoU4cOSQ891D71xM03S3fckdkypeq//ktasybTpWg34ILXkCGuajPVTuqeJ13IYLi0qK+X3nrLDUnuS8eqjqkx2Ni3K0Wfqa6Wysvd90OHupmny8ulHTsyW650eOop17f0bFTfUq9AKJCWdXuep2umXKMRQzPb9yK3KleVjZUZLcNA8ZGPuLDV+nifqVOli/ugG1xpqfT6625Ki3S5/nr3aKJ0e+klN/K4KwMueI0YIX3nO24ngFNb65pT6+r83W4gIOXnu1rIvtISbtGCfQu0s3hnl+89VXNKD296WKcDp/uuAGlmZlpxbIUKajPc9t0LX/yi9PWvt/988cWu/+Xtt2euTOnyqU+5/qFno5f3vqw/7PyDthakcCVJg60FW9M+wfKSw0u0pWBLWrcxWIwd67rL9PVD7QMBqaLC1Z53dvp0/Ne76zOfkWbN6v16ujJxYmrPnRxwwUtyTRp9XcsykLW0ZKafzcSJ0uTJqTf7pmJ41nD97cf/Vp+a9qku3ztuxDhdMfEKjRra8+HXfjOZDlceVnlDeZ+sL6csR+8dzXyVzMiRg3MeoOuu8+dOuT+687I7deHYC7WjODNVmaFISMFIsOs39sL9N9yvL83+Ulq3geRmzJB+8IPYgSORiPT4425GgIHi9ttTu1EbkBOoPvqoGyV4550ZLNRZoKrKjcSaNCnxe1atck25H+00kKm62oXBK65IbxnPdjuKduh49XF946pvpG0bwaC0YoV0443pHe4dDrta2+6OXIb/zKzfPkkiGA7qmZ3P6NZZt+qKiZyAMi0YdP0kezKH5bFjbmDaQJy7M9kEqgOyxuu++6QvfCHTpRj8PvhAWrYs+Xs+//nY0CVJe/dKS5emp1wd7SrepYrGih59dnfJbr118K1el2Ff6b4+q8HqrhsuvCGtoUtyNam5uemvZd62zd3hhsPp3U5XWlpcE3o6NTa6O/lM/649Ud5Qrp9v+LmK65KPpmhoadDJ0yfTXp5N+ZuinuWYNSRLM8+bqXEjxqV92+jam29Kr73Ws8/Onj0wQ1dXBmTwGj8+8SSk69ZJOTn+lmcgWL5cWr26e5/58pelb3xDKilxI0IiEenFF6WjR7v+7J/8ifT3f5/8PZWNlb0OLKvyVim3KrdHnx2RNSJqhuuIRXpchr54iK/fUn3G3Jgxrg9XumdLnzNHuueezDdZ7t0rPfdcepvuy8rcMVVfn75tpMu4keN084ybNWHUhKTv21G8Q6/ufzXt5SmqK4q6+Vp/cr2K64s1dSxPu+gus77pU9XRzTenPov+QPLHP0orV/bsswOyqTGZJUtc1eQnP5nmQvUjW7e65r7p0xO/Z/t2N4/QnDndX//+/dLGjW5ajnfecetItq1Uvbb/NTWHm3X7JbdrwqgJyhrS/StuxCK9mvemuqlaC/Yt0IxxM3Sy5qR++Ikfdnsd4Ui4R2XPpKqmKj245kHdOutW3f3Rs2PmwspK13TxiU8kf1847JrKJ07sm+2auTA3YkR007tZ7+b1q611IbW/TqoaioTUGGzs8SzsPZVfk6/KpkrNuaAHJ7s0agm3qKGlQeNH9d/p2VeudDfWP/hBpkviFBdLb78t/fmf97/9fPduVxt3ySXxlw+6psZkvvxl/0NXebmbJ6TG38d6tTl0qH0OpUiCSpuPf7xnoev0aTds+G/+xk3lcdddfRO6JOkrV3xFX5z1RX37zW/r3aPv9mgdnUNXblWuSupLYt53quaU6ppjh32OHDpSs8fP1pwL5uhzs3p2WzbQQpckjR85Xp+Y9omEnZcjFtGWgi0p14p1R35+4v00VTt2SLt2pf7+kyfdtBCbNnU9L1dWVvLQVVjomgpT0dgo/ed/Slu2xE7i3NsuUm+84boD9FdDhwz1PXRJ0vRx0/td6JKkD099qOd2Pxf1Wk2gRr/e9GstzFmoUzWnMlSydnPm9J9uPC0t7pozc2b/fMbxnDmJQ1dXBl3w6o7yctf2HOzlwJkxY9xIhlEZGlx3333uLn79ejfvUHc1NUkvvOBqBDpbtUp6t2eZKKnVeau17sQ6XTD2Av30pp/qszM/2yfr3Xhqo/aW7o15fdHBRXGnqBg1bJRuv/R2TR83XVdOOnvmDfA8T/dee6/mXTUv7vKmYJPWnVin8sa+7btWWyv94Q/SiRO9X09rn7NNm5zn+QoAACAASURBVLqevLW01AWqH/+494Hnj39Mfc6yUaOkL33J3bH3xQVt3772bX/ta27dA9H+sv097ps5UN04/Ubde+29UXOjjRk+Rp/4yCcUCAbU0NKQ8LOnTiVu+q6okIqK+qaMEydKl17aN+vqreXLXQvL7be71prBZNA1NXZHRYXr93T33YPjP7ay0o1E7O6B09zsagNuvVUaNy52WSTSdah85hnppptSn/PoQPkBhSIhXTvl2u4VtguJRlsFQgENzxrerx/H0Z/Ut9QrYpGENRbr1rl9oqtmu3gqK/v2Ib7PPy/dcIN7+LQf6uvd757Ovmhm7qvz82U3bpQaGtzXZz8rTZjgAmhenvSxj6W+/pyyHF049kKNHzVeSw4v0RUTr+jyYfRlDWWaPGZy93+ZOJ7KfkpzLpijT047i/qEyDXxP7b1Md1/w/0p90GLRFyt6Z/9WfxWi6VLXcvEd7+bfD3l5a7Lye23D4xH19XUuLCZbFR9f3ZWNTW2OnGi6/mlJk6U5s3rXehqaup9s0lfOf/81EJX5w6UI0ZIX/1qdOjKyXHNM5WV0oYNXa/zqqu6d4BcOenKPg9dkhIOcR85dGSPQld+Tb4KawtjXs/EDcuhikN6YfcLfbKulnBL0oENHxz7QEsPL1V9vavhaW1aO33a3bCMHNnzB773ZeiSpO99r+9D1/bt7veMZ9iw9A8AWL06/nPwPvMZd4PU0tJ+3snPdzXT3bHu5Dodrz4uyR0bw4YkPwmWNZTpie1PqLS+tHsbSuD7c7/fZejqzmCXdSfW+fLcx8Zgo1rCPR91MX7keH3r6m9pyjlTUv7MkCHSj36UOFjfcYf07W8nX0dtrfTww9Lx4/3netWVcePcQLquRv4WFkpr1/pSpD4zIIJXT4ZcHzzoz+jG+fNTe0SAlHg4fmOj23H6cmh5Q4NrPmzd5s6d0rPPuu+3bZOefDL5548edSf05ubovmt5ee7i29k11/T9BbW3qpqqJLmQ0Rzq2fMosouy4zZRPrH9CW0v3N6r8nXXhFETdOn5vWsHWHxosZYdWaadxTv18t6XE77v9ktu190fvVueFz1T9caNrgngk5/sXg1LJjU1uZuI7ti3z4087CwScRewgwf7pmyJXHdd4qbJ4cOlb32rvR/aVVdJP/lJ+/KKClcDnaz56W8//re64cIbJElfmv0lzRqffFrvyWMm6wdzf9CtwNAbm/I3af6O+b5sqzte2/+aVue54eGBUCDuTZnk5hJ7btdzMUHV8zxdPvHybt8EnnNO4lqqrCzX1H7kSPLPz5snff/7mR01HIm4LjGp9pF8882upzRqbHSBMtGNUn80IJoap02bawUF0U2N+fluaoO77pKu7fuKk6S2b3dV/LNnu6kWxo3ruimuslJ67DHphz9037/3nutvIrkq4EWLXD+QRNNkdFdzs7sLvvVWV7bKSndwXn21C2UVFT2bHuCZZ9yJ/sYb2187dcrdnY8e7S4WqXTi31G0Q9POnZa2E3lJfYl+n/17/Y9P/Q+tPbFWgVBA37z6m71aZ2FtoVbnrdY9196j49XHNXnM5LR1Hq5qqtLCnIX684/9edSUF72VX5OvId4QXXDOBWoKNemc4fEnycmvyVdZQ1nbxblVKORqTPtb03xtrQsk8Y6f3btdDVLHcCK5c0hRUfcH4+TluUeW9ccOvydOuGPxU5+Shs/aqvPOHabrp16f6WJ1W02gRtWBas08b2amixLldOC0hmcN1+hho7WjaIfWnVynn9z4k5j3RSyiVcdX6ZPTPtnlOeLk6ZN6/9j7+uvr/7rHk9KuX+9uiL/85R59PG2am90I4QsucMfgmDFuUMzdd7vZB7pSUeGCYlcTN7/9tjs3dXyUWbodP+76jna8FnaUrKlxQASvOXPm2u7d0cGrqkp65RXXx6Qn/Ux6Y8UK96ic7t7xFxW5oDZjhvv3qqvSU75WVVUuIHbn/SdOuAeKtopE3N39lVe6O654Q+AjERfqAgF3gKUy7Pe1/a/p6slX66rJ7X+EiEW08vhK3TjtRlU1VamwrlA3Tb+pbXk4EtYQb0jKJ6fyhnJNGjNJdc11ilhE40bGTqh4uOKw8k7n6bZLbutyfdVN1dpVsivh6MeaQI1qm2s1fVzvh30GQgFtL9yum6bflHDUZENLgyIW0dgRKTwcrJv2lu7VydMnddfld/X5utPh+eddGPriF+MvD4VinzF34ICbGLa/Xax6w8zdyE2e7Gprhw4ZmnCEn5np5b0v63OzPqePnOvvw2+bgk2KWERjhvd8joD6lnqtOr5Kd1x6h4Zl9c2dQE2gRucMPyelkcpmppZwS68f9F3bXKucshzdOD3BFXwA27HDdVX58Y+l7Gzp3HOly5J3JWzrCtOdm7vW1qJUa/NaY09v+rodOOBGKica4DLg+3jFeyjnhAmu9qhz6AoEpKefdim7lZlL2ckmRGxIPKAkxhe/2LNmlsmTpQ8/dHcBnUNXJJK4qnTZMjf/UCI5OS59d5Sf72YB784T38vLY5tQampc583WB3DH21GHDHEXvdmzU59r5ZtXfzMqdEkueJU3lKsl3KJAKKDa5ui22Rf3vKgP8z9Mut6qpioFw26Y6qQxrtPZ2BFj44YuyfVvGTs8teAyftT4pFNO7C/br9V5q9USbtGB8gM6UH5AO4p69py7kUNH6k9m/EnSC8DaE2t7PA1HV66dcm2fhS4z1w8jmUjEnTxfeaVnIx7nzXOdzROJdw658srUQ1dhYfwm9njy8lyTbH29myTVz3tbz3PnGUmae+HcpNMqeJ6ni8Zd1Kvw01Mrj6/s9b5rZgpGgjL1zR84GA7q2V3Pak/pHp0OnNaLe15M2p/L87xeha6KxgoFw0GdO+LctIeu6mrpoYe63+TeW9df3z4n2Ny5XYcuyXXdae0Wk6qsrO41ob75pvT++12/b+9elyfiufLKno8qHhDBKxWNjW7nGj7cPcJmdIfWmZYWl7oTnTjz86VHHok/rURLi2sGTLVNWnJNb/GC0tChbjb3Cy+MXXb0qGvGi2fChPhNmdXVLqyVlbnaqo6mT3ezjafaATocli6/3M0c3tH48dIDD7g7ld6qb4mdpntT/qa2fhJDhwzVPdfeo/NHn6/LJ14eUwt1x6V3dDk/z6v7XtWe0j0KhoNJh2e3mnHeDH36ok9347eIVt1UrV3FbkKpT1/0ad035z6VN5Rree5yBUKBhPNkVTdVa/3J9T3eruT65nz1iq/2ah0d1bfU68NTyYOt5I6HFSuSv6exsf14Ki93U0i03tzEmxn7gw/cemfNih1Zm4rRo9Pb/Ll+vev3lYpw2P3ugYC7I07UdzMYjJ3bK91W561WTll759dbZt6i80b6/3DMP73kT3sd7MeOGKuvX/l1Dc/qfZtvxCL61aZf6QsXf0Efm/IxjcgaoY+M/YiyvPR1iHpl3yt9OiAgEHA1uJKrjSnpMJ1hc7M7JuPdgPSFujrXj7hzmPE81yWoO3PufexjbrBXOt1yS2pdDGbNSn5D12Nm1u+/brjhBuvKmjVmL7/c5dviikTMysriL2tpMVu82Kyhwb0vFR9+aLZqVffLsXu3WW1t+3a78v77ZosWdX878fziF2a5ucnfc+SIWTDYs/XnVubaf6z/DztcfthqAjVtr7+f+74dqzrW7fU9uf1J21+6P+b1pmCTRSIRW3dinT2/6/mU11fRUGHVTdVJ31NUW2RFtUVRrx2tPGqv7ns1bjm2FWwzM7NQOGS/3fJbK64rblteUFNgC/cvTLl8vVHRUGGRFHbekroSe2H3CzHvDYWi/99LSswqK5Ov64UXzNaubf85EHD/5uWZ/fznscdSZaXZqVNdFjElixa5fTWRSMQdO63HWqsPPjB78UWzmprUj/XeOHrU7Je/dN9XVrb/TevqzBYuTO0c0F07i3baieoTfb/iBJpDzbbx5EYLR8Jdvre+ud5ON52Oei2Vz/WV/Jp8C4VD3fpMRUOFbS3Y2qPtBYKBlI7LeHJz3XHZ0dGjZv/1X+77JUvc9cQPxcVmP/uZK9P+2FOynTxpVl/vT1n6E0nZliDTDJoar1Gj3OzsPeF5iadCGDbMNUc0NLi5VFJpurvppp49m2rPHtcP7PhxVwPXlS99KfbO4Pjx2NGc9fVd33F85zvRne0bGtqbSBYvdh0jlyxpbw7dtSv1Sftyq3IViUT07au/ra1FW1VQ236b/6XZX9LF4y9O+NmdxTtVE4h9JMAdl94R93Mjh46U53mqDdTq4xcm3iG2FW6LuvPfcGpDl6MUW5sPW23K36Qxw8boW1d/K+a9dc112lu6VxGLKGtIlj4/6/Ntz7Zbk7dGmws2d/vh1gfKD7SN1EyVmemRzY9oee7yLt875ZwpunDshdpdsjvq9ZUr3T7Q9r4pXfcd/PrX3XHQqrXmdfp0N4ikc5P14cNd16J1lOw4nDkzeWdcM3dMdK6JuvxyVyteVuaaPDdtal9WX5+8uT9RGRM9966hwY0C/sd/dD9v3tw+Ojory9Uwp2OupeumXqcZ5/X9Qzd3Fe/SyuOxD64LhAI6WnW0rfk/mZXHV+rHy3+s+pZ61TXXadmRZXpxz4vaUrClz8sbz7Rzp3X7KRT1LfUJRzYm88aBN1TfUt+jzvShkPTWW64muaNLLml/Pu5dd/kz6riqyp0P/v7vXU31kiWxx+ZFF8V2QamsdK08Ha8z3bV4sRvo9sEH/jeh9lqiRNafvrqq8SopMXv6aZf40yUSccm9o8pKs9LSvt9WOOzW29DQ/TuFvXvNNm2Kfq2goOvawNOnzXJy2n/+1a/aaw2Ki82qqtqXNTe7GoMjR9xdV7w788bG9lqDB1Y8YI9uftR+sfEXSWu36pvrLRAMRL32es7rdvL0yQSfiFZYW9h2B7m9cLuV1if+z9lTsseOVERXizS0NMTccXdWXFdsz+581h7e9LD96sNf2dM7no77vsaWRqtrrou7rDZQaxUNFUm3E8+ig4vsUPmhbn9uX8k+W3JoSdxlZfVl9sd9f2z7+XDFYSusLYx6T2Ojq4XpqYcfNjvRRSXLyZOupikVjY1m//7v0ftkZyUlbp82c+8rL3fnh3h35GZu39+ypf3nsrLoY+/gQbOXXkqtfK2ef97snXfiL1u71tVq9VRRUd/VaDQFm8zMbOnhpbY5f3OP1lFYW2gHyg7ErcGpb663cCRsT2x7IumxHAqHbG/JXotEIlYbqLVlh5dZSV2JNbQ0RL2vrrnO3sh5w4LhHla/90A4Era3Drxliw8tbvu59Tgpri2OOW8lEgqHLBKJ2Jq8NVYbqE363vJyd67tC42NZk1NPftsUZGrqe4sEnG1163XxUik6+O81d69riXpkUfMDnX/lGZmbrsVFWabN7trVCKhkKtZLilx160PP3Tnmoo4p+BTp2L/TlVViY/jZJSkxivjoSqVr66C18mTZitWdP8P0xtVVWb332+2YEH6tvHuu9H/4S0tZhs3umDW+nNdnQtaPfn9Dx1qv9gdO2b2+uvty2prEze3PPec2TbXimarV0d/rtUTT7iDy8zaTpCtJ6dgOGgPbXgoJny8kfOGrTredRvtwfKDMReI5lCz/Xz9z62ysYs2sCTW5K2xN3LeSPqehpYG21m0045UHLGKhoqoC0lVY5XtKdljb+S8YSuOrbBFB+O3A1c2VlpTsMmaQ832yt5XYi4sZq5Zc372fDNzQa21iTMQDNju4sRX3Prm7iX1+ub6lC62+fnt4SsScSfyVBUUJG6irqx0J87HH3f7Y+fmvwMH4t/cVFS4YyHesnDY7K232m9A1qxxx9K+fWbbt8cvx7Fj7ftrqjqXtbP582NvggoL24/fjsdXIJD84tHZkSNmb7zhmpZSaa2qaqyK25TeEmqx/7vu/1p5Q7kV1BS0NZ01h9qv+Kk2hy3Yu8A2ndoU8/pT2U/ZruJdlluZG7XenmoKNtnKYyt71Ay5+NDihE38hysOt3UP6Ky6qdr+37r/13azVlBTYL/c+EurCdTYvIXzbPnR5TGfiUQi9tKel6LOSS/teSnp8dYSamk7hp95pu/C9dKl7lqyd2/0tSISMdu6NTrgNTa61xoazJ56yuyf/snsrrva99uOUg1zjz3WHsoiEXesRyLunNK6e+XltXdPePvt+MfjiRPx9/eSElfmeGUMBt15JBx256LSUrN169w2OjpyxOy3v40Ngo88YvbKK+0/d3U4nD7tzjODInitWZNa7VJubtd3551rrnqqq34unVVVuR0kFS0tLql33JEaGtwO0HqQbN3q7sLLy90JvbvefLPrfl3x1NW1X0ibm+NfhOvr4x8ErfJr8mNO6MFwMOZkWlJXEnWXGYlE7ET1CdtXui9mnd3tL9Hx/UW1RRYKh6y0rrTH/S6WHV5mt718mz2d/bSFI+GEF4YFexfY9sLtFo6EbcPJDXa4/HDMNptDzW21WzuKdtgDKx6wsvoyK28oj+m7FolELBgOWkNLgz245sFuh69k3nvP1RS9/roLLmbtJ6juKCx04a2zoiKz5WeuWdu3u75hHa1YYXb4sPv+d7+LPn7WrHGf72z5crNly7pXvu7Kz3f9IjtbsMBszx73fec+OMePm33lK+6znWsycnJcDVl3BIOp1/K/n/t+wpuajoEsFA7ZS3teaqv5rW+ut/9Y/x9xbw46qwnUtN1cPbfrubY+jY0tjW1hqbUP1ZGKIxYKh6yqscp2F+/u8THXXW8eeNPeORK/+uJ41XHbU7In5XW1lrkmUJPwWN9WsK2tRvFY1bEua8c+PPVhW5/RYDD1WuCuBINufywpid5nQiF3Dem4ncpKd50JhVzwKy2Nbg1JRXGxC46tTp1qbxmpq3NBrHNoKyoyy852369a5UJSR4GA2a9/3V6T3fF3+6d/cv3M4rW+bNvm+m521tQUnRXefz/+77lypdt2To4Lg1/+cnuf1XiKilxt3qAIXv/rf7WfoM1cMl6xIjqMnTjh/mOShYn6eveerpL6qVPRnYM7Kytzd+odhcOxJ9uOtmxxHXhT8fTTiZtFWu9EGhvdyT9elamZu4PYF5tPUhKJmFUn72tuNTXJw1WqGlsaE94J1wRqLLvQHY3LDi+zlcdWxrwnEAzYgbID3dpmbmWuPbHtibafH970sJXWl9ovN/4yqhN8d+6qG1sabV3eum5dRJpDzfbo5kfbmh1WHlsZd9DA1oKtCZsudxTtsJf2vGRl9WX272v/PSZQdtWkkczBg7E3GJGI2wc7eu89F662bm0/eXa0ZUts7c+KFdFNGJGIuyvv/L5Wx461B/7c3MS1V01N3auR66g7+3PrOWT/frOdO933JSWJtx0Ktd9tv/xy+2cSOXnS7Nln3R13R4WFfd/5f/nR5ZZXnRf1WkNLgz286eGY11NxsPxgVMBoCjbZ4kOL226untj2hFU1Vtn87Pn2z6v+uS2cxHOg7EBbt4ENJzbY373zd20DdIrrinvU/N5RSV2JtYSir9gVDRVd1p4X1BSk3A3CzOyVva/YhpMbos5h1U3V9vCmh9taBcKRcNv3Bw6Y/f730evo6hqTTKr7TEND6k2cr70W/3hvbnYhZU+HHFtc7LodpGLhQnetbK1V3rUr/o1bq4ICd82MJxyO//usW9f14LRg0NXG19S4YzY/353jUjHgg9c119xgK1dG7zilpS6JLlrUHjzy8lz77euvp7ZzVlREJ/2O6y8rc//ZiZSUmG3Y0P5zZaVL3T1pC44nWY1RJOIOykgk+Un46NH23+HVVxPX0IXD7uuXv2w/iIqLXT+vZH796+gw3Kqlxew3v3F3E613FIfKD0UFmo4WHVxk60+sb/u5OdRsu4pj//itd86dldaX2it7X4l5vbPWmiEzd2ff2tRZXl9uP1vzM5ufPd/Cnf7oD296OGYkY6uCmoK2kHO66XTSJkAzS6kfSF51XlQT7NM7nm7rSxKOhO2xrY/FNBkFw0Gra66zSCRiZfXRw3OXHFpie0sSt6HtKt7VJ6Pcdu92d6KnTrmT4LZtiYNRq337Ym8aWo/JQMA1VycKMadOpX5TcfRo/BrhpUtdsGx14oS7E++u48eTj6I0c+erJWe62QWD7m/Uuamjs9pad5fdWssXDLra7UceSb22vaKhIqVanJyyHKtqrIraR5cfXW6HKw6ntqEzdhXvsuVHl1tBTUHCZruOEt2kdCzHimMr2o6t/Jr8qOPscMVh23hyY9Rng+GglTeUJ9xmVWNV1M3Iszufjel7ujZvrW04uaHzR6PsLNppj2x+JG6/1bV5a+MG1oqGiqja+kgkYvk1iRNF5yb61avdftsdoZCrJHjjDRc2uhot+/bbZuvXR79WUxP/eK6qSlyJUV5u9sc/uutTebm7xrTuy2vWdN3ytHRpe63X1q3x+5n1RiTSfo0tKel+n8stW6K7GzQ2RlfWDPjg9bGP3WD797sTbed+FdnZLuxEImY7drgT9r/+a/QJNZEVK6LT66uvJg9bHf+jOmtudnew8aogQ6HYGoJW4bALkOkYOt7R3r2Jq0dXrHDVrMuXR9c2dBVec3NdlXB9fXRfhHDY7YAFBWaPPupe25y/2Y5Wxm8XaW1CbFUTqInq8F1YW2gldSWWXZjdVgN1oOyAvbi7vf548aHF9vbBt+PWiL198G07WnnUdhTtiDv1w/oT6+2F3S/EvchUN1XHvTiU1ZfZo5sftZpAjZ2oPmFFtUX2fu77cX+/Vr/f/nvLrey6bXdPyZ62Jpn8mvyoTsSHyg/ZQxsestpArW0v7CLZdFJaX9o29L2krsQOVxy23cW7o+7aT50+FXe9VVXtNxpr1rjap3hqatzywkLXRPjMM2YPPhg7SCQQcBeCRH2/Skrc3f6rr8Y2LXQUCrnmyUTHl5k7xuOdD/Lzo88nkUjybfVGfX373X/rsV5Z6UJheYeMsHu3uzjGc+yY2R/+EP3aM8+4wFhY6C4cnYNsfk2+rc1LUnXfQSQSsQfXPNi2H686vsoaW9qTb2NLo4XCIatrrrPX9r8W97ioCdTYsapj9v0l37cfv/djM3Mh6rX9r9kHuSlW95vZv6z6F/vVh7+yotoi23RqU1t3g1TkVuYmnUpmxbEVPR5E0NmxqmNR0+O0OlB2IGn4M3M3Wd3tk9rcHHseP3XK9buN5/HHzf7zP91nTp924T9RUAoG22tkO0/tUl4e3VpTVxf/mpWbG1sjVFIS2zVh//7ofXXFiujjoLNktXV5ee19jjtascJlAjP3d0vUX27xYvf5RYu6V+P9wQfRN0B1ddGheMAHr9bO9cuXJ+4jFQ67as/GRneRqK11J6VQyF0wOlc1FhXF3jXW1ye+EDQ2unbit95yJ9B4zXBFRfE7BO7Z4y4gicr9wQduJ963z9VkJZJorrF4mpuTj/rq/N7Wr7ffbt/5li1LrcmmvDy6pq+uzp0IIpGez/vV0Zb8LZZdmG0L9y+0QDBgz+16zl7d+6oV1xa3nfx3Fu20ioaKtr4op5tOt52sC2oKrKGlwULhkDUFm6y4rtiWHl5qNYEaq2iosOZQc9sFpvM8PqFwyJ7c/mRUH5f8mnx7+ENXExaJROz3238f05x3sPxgTDNEKjVe4UjYXtn7StQFr7PyhnKrDdR262Jk5oJXay1EbmWubclvH8ZXG6i1A2UHrKi2KG4NWVWVq002c7U7lZWuY3fn43HjRtecEAqZPfCA63exZo07OQYCLowvXuzu3LduTXxCbWhwx8K+fbEn+NLS6JP7/v2JT5grVnTdCT5VLS1djzLufPKN5+mn3QVqwwZ3jmq9aNTVmf3zP0eH2vp6995EtXvl5e1NmH/4g6t9S9XhisO2t2SvrTi2wsKRsO0s2mlP73ja3jv6Xtt7imqL2vb9V/e9aruLd1tLqMXWn1hvv9gYp5ObuWPvmR3PWE2gxk43nba3D75t7x9939bluURZ3lBuJXWxJ/J3jrzTVnv18p6XbfXx1Un7Ky4/urzLuff8trdkr7285+W2psumYFPCLgJr89Z2u0bRrL1Tel6eu6EIBtsHZuza5fb51pacAwdSvw7k5bn+XvFqojtbuNCFmo43PHv3tt9wpWrzZndOyM52NxDxru85ObEjimtr2wNoUVH862ZZWfvfobLSXb9bb6yOHXPX8HfecRUfzz/v+mfGC6XvvZe4+0NnTz7p/k9KS5MHr6wHH3wwc3NZpGj+/PkP3n///brkEveU9fLy6HlB3n/fzTB/661u3q3W+XlGjXLzDR054uaoGjrUPdNt9mz3Wmmpm0dk4kTp0CFp6lQ3d87q1W7ukSFD3LxVhw9LY8e67//0T90jQcaNc2XpqLbWPWLHLHqm9ylT2p912JnnufJkZbmZhUeMiD9zt5mb/fvKK917LM4zE1tt3uweD5GV5Wbx70rHxy3U1krTprl1V1W5RwF19SiG0aOlSy9t/3n4cPegbM+TyhtL9fLelzX3wriPrErJtHOn6cKxF+qqyVdp6JChag41a0XeCkUsouZws6aOnaqpY6dqS8EWnTh9QrMnzJYnT6FISBecc4HOHXGuhmUN0xBviKqbqpVfm68pY6aovKFcBXUFunj8xRqWNUy1zbV6fNvjbTPZ7yvdp4MVB/XJaZ/UxNET28qzp2SPrpx8pUKRkCaNmaQrJ12pkvqStnm6nt/9vIZoiM4bdV7UrOBDhySfNrp1nrDrpl6n7UXbdcmES+K+b/Sw0RoxdIQun3h5t/6OY4aPaXsm34RREzTt3Glty3YW71RJfYmum3pd3AeXjxrl5uCS3PxTo0ZJ27a5uYM67q/nny9dc407PmfMcMflZZe5R+4MG+ae13bppW4f/drXEu/DFRXumJs5s33/a2lxjxMaNcrNlD15sjtGJ09OvJ6nn3bl7vxA3mPH3GdHjpSWL3ezfk+e7P6trIw9tiU3z97u3dIVV7inRowa5cpUlEtfswAAIABJREFUVubKKrnjsqkp/tMpWl15pZs3cMYM90iVj5x5TOLw4dLNN7u/YavcXLdNz3OzaO/a5WYkLy5256vRo93/w5gxbjbuzvOXRSyiD459oBnjZihrSJZyq3K1PHe5rplyjWqaaySTGoINmnXeLE0aM0mXnX+ZJo+Z3PYYoQ2nNigcCctk+viFH9fUsVOVNSRLM86boWumXKPhWcNV31If9eickUNH6vqp17e9FoqE9OmLPt02f9iWgi16Lec1XX7+5VEPkJ527jRNGzdNEYtoT+ke3XHZHRo1LM4jO8744NgHqm+p16Xnu5PPvtJ9WpW3StdMuSbxHz+Otw6+pVAkFHe/72xb4TadN/I8vZ/7viaNmRRVvmA4qA2nNihrSJYqGiu0KX+T3s99X2ELa/aE2THrmnneTJ0/uv0/e8nhJWoINui8kedpZ/HOqOOzo1On3HxZs2a5Ob2mTHH7ayjkrhEXX+z2k6uvdvtZvKeexHPeedK117rjoOOTX+K56ip3rVu92n0mEpHWrZOuu85dQ849N/51o67OHV9jx7rfY9cudyzOmuWufyUl7njauNF9P326K88ll0Q/lH7FCnfsbdvmrp/TOzwet6TEle2CC9y1sqxMev11t2zDBjffZ06OK9+SJe48dMUV7vGD8Wb2r6qS3n3XHZtDupj59Oqr3XvffVfauPFnxQ8++OD8uG9MlMj601fH6SRqa93opo4qKqJrZjZtcul2yZLYpsO8vPa748JCd7e5ebPrn9XS4patWePuIltntF+/3vU3SeTIkfa23erq2JFZrQ4ccHeogUDyme2bm93w90ROnEhctRwMumWbNrmRKa0zYyfy3nvtdwFr1rTXLhQVtfdJMXO/V+eOnokcPuzu1BcvNjt5MtI2QiocCduekj0pDyl/58g7UXeEtYFaK60vbZvhOhgORjV3vHv4XfvrJX9tkUjEjlcdj9vcsOzwMvv1pl/H1FAFggE7Wnk0qqaprrkuYXNBdVN123QRxXXF9uLuF9vKcrTiaJfzgXUWjoTtsS2P2YnqE9bQ0tCjDs2bTm2yvOq8qJq1cCRs7x19r8tRaYsOLrLKxkorqSux3275bdxOw+XlyZviFi1yd8KtA16amhI3azz0kGuCfPPN+Mu3bYsdXFJR0d4vqqQk8THZWpO9bp3bD+ONfNywwe3vO3e68v7iF+5zx46l1ofm0UfduvPzXS14JNL1gJ1wuOsOzjt2uHNcohqH48fdHfXGDt2aDh5M/P5IJGIbT25sq8kNhUNtTWONLY32m82/iRpAcur0KXtt/2tR6zhaedSWHV4Wty9Sx2lPuqN1m6/nvJ50vr1kguFgWzN8WX2ZPbb1MVt6aGnMPHSdvbj7RTtY7tqei2qL7HjVcTtZfbKtZupo5VF7Pad9jpyi2qK2wTtr89ZabaDWDpUfskAwYNmF2W21cq21huFw2JpDzfbukXcT9t863XS6beqNcCRsdc111tDSYFWNVVbXXGdr8tYkbS1ItB91rNFpnb6htTUjmWCw/boYr/Y40fY6vl5e7n5+883EtWxHj7rabjN3vB054q4tHctXWOjKvnevmycsmYMH3fW0Y612Tk70db+x0Z0L4l2Xu3paRnm5qw1btKjr47ukJLo7kgZDU2Mo5E4uS5cmDh1m7U1bb74Z20Gwo9On3fo+/NA1W5SWxg7dfeyx9h0o2VQWtbXxT+6dZWe79zU3tzfbJPod4o2cCATaA2HHKt6OO3kk4gLP0aNup4zXPBkKtVfT7tvX/n3HjpeBQPQokkik/eR+7Jjrn9N52o7WC8uLL7qQWVwcfUA1h5rthV0v2GNbU+vBXNlYGRUi9pfut39b82/28/U/t6ZgU1SzYHVTtb24+0X73dbfWSAYsHA4nLC57rX9r7WdSDed2mS/2/Y7q2iosHePJEm7HTS2NNrWgq0WCAbaHoH0wu4X2k7AG05uaGuuC4aD9vyu5y0YDlp9c31b00i8/jGnTic/CxwqP2T7SvfZhpMb2jrR1zXXtfWHyy7MttdzXrfDFYfbLmaNLY32r2v+Ne7Fra65rm1eotamkYaWBluwZ4Hdt+g+y63MtcaWRgsG3Ulr48b2Jq/Wk0xHxcXuZNm6X2zYEB0QzNw+tXOn289aJzQNh6ObHU+fjg4/y5aZ/c//6fohdhSvz2Ig4Jo3Kyrc/pyXl7gTe1mZK0+i4y2elhazn/yk/fjLy3M3OYcOmf3bvyWfQHLFCnfcJxs00/qol1Wr3N/hjTdc2Ep2vuiNqsYqi0QicUfv1jfXW3FdsVU1VllpfWnCeelS8e6Rd21nUewwzs59GCORSNskqj2RW5kb1bTXebSimdlvN//WKhoqbOWxlfb8ruftQNkBW5O3xnLKcqwl1GKv7nvV3j74dtvnf7b2Z3HLbub6h8br4xUMB+13234XM8nrjqId1tjSaP++9t9t3QnX9Pqbzb9pOyfOz55vZfVlFgi4m4F4f4Zg0A1eStasfPhwe5P12rWxx2Fn77zjOs+3tLjtduzfW1AQ27ewc1lyclyFyIbk4xGS+vBDdyyFQq4Jftmy2OkdKipi+3NWVERXCnSnn1ay3Wz9endtT3TtX7DAnQdDIRfu/vEfowPgoAhe2dkuULTeESby5JPuP6KqKv4w14YG98fat8/dVbf2B1u50t0Bt1q7tuu5scLhrucMO3o0fv+MkpLoeU5aBQKu1iAcjg5NpaVm//t/u9q57GxXttYE/i//Et02fvJk8skYd+92Q2O7Cov19fFHaZaUuGDb2s+tdeddvdodPFu2xJ/Q9XTTaVu4f2HUST4YDnZrKoj65npr/P+5e8/gyM4rPfjpnHMOCI0MzAyAweTA4TCTkqhsBSusXbXFtavW9jr+sKtWZNlVW5IoaxWoFSlRYhTJkZgmcsjJEZiAmUEa5JwaQDfQ3egc7vfj0e07EEltlb8/lm8VCp3uve997wnPOe9zzs2lhKNDRze0Xeie7xbOT5wXbi3cEtL5tPDs5Wc/1XiL3aMFgVm0P+3qfmToSPnYveFe4b+e/K/CR2O8oBtzN4SZ2IxwaeqSMB+fF37W9bMyYT28Hv7ERopi9qg33CtcmrokLCYWhV/f/LUwH5/fUM0pbtlC9hOzgouJRWE0Mir8rwv/qzxnuUJO+N7Z7wmFYkGYic0IwyvDQrFUFJ6//ny5WnE1vfqJzmEuPlc+/4+u/EgIJ8JCb7hXSOfTwlhkTPho7KPy2P8UUIjPNJyYYMuDf87YdXdTlsQO8oLA16dP03CdPClV14pNG8UgamCAPKdPAlrZLEFPNivxPG7c+GTy/6f1REqnPw7qPm0rFDaCwliMUfP3vy8I3/2uVEzyafvm86wWzmaZkc7leF3i+Ts7pQ76hQLnNxYjQLx27f/sSRkDSwN/lkt0aeqScHbi7IbPIqmI8PXff124Nnvt/3e7BkFgRvleEBLPxIXZ2OzHflcoFoT37r73Ma7l5enLHyv6EDNKZ8bPfGLjVkEQhF/f/PUn8skEgXomArNCsSC8M/COcHXmqvD+4PvlTNVqelX4p2v/VLYXhWLhn612/HPbmfEzQjKXFHKFnJDOp4WXb78sJHPJDbZqcnVSuDZ7TcjnKR+iXHd1Sc09L15k0JLNbuTRHjv2yTypZ5/9ZP156SX6mXxe4o6JfmV2ltyqkZFPzvb09jJr9f77HMfKyif7XEHgOc6ckXzOygp91KVLkv+YniaIE4RP971nz/7zHLLf/vbTky7j4xsz6S+//OltKm7cIKDq7eXK0J9uQ0Pcv6uL8/anoPPPAa+/CI7Xs8++8PT3vvcUNm0ir0Gj+fTfbt1KvoNO98k8i7k5crS0Wq5Nr61xTXphgevM+TzXy48fJ3fF7+dnpZK0Zr2+Tq7JtWt8CvymTZ8+nmKR4xU5IIODfJ5iYyP3u3dNeWoKePddPuNOoQBOn+ZvpqbIL5HLgbt3+V5cu66s5Hq838+nw1ssXBM3GvmsOUHgunaxSD5bIkHOjVbL63I4uLZ+8ybPqVJJY5LLyS25l3OSTvP7tjYeAwCOHOH8bNtGfpjNxnX22VmOTeQLqBVq2HV2zMZnoVaooVVqsZ5bx8DyAGrttZiNzeKNvjc28MG6F7rhNXpRFIpYz63DpDFBpVCVuSji5jP5UGWtgtfohVKuxHb/dvSGe5EpZGDTbSS+yGVcqM+X8ohn4+hd6kW7t738fa6YQ/9SPza7N8OisSBkC0EOOfxmPyKpCNwGN+od9TBpTNgZ2ImAOYC5+Bym1qZQa6+FRbuRpCe+dxvccBvcODNxBl9o+gJKQgl6lR6r6VXEs3FYtVaspFZwO3wbV2euYj4xv4HnZVQbcWz4GL6+6etlvkz3Qjcer3scBrUB67l1FEtFOPQOFIUiXr3zKlrcLZiJzyCRTZQ5LIlsAolcAu8PvY8vN38ZALAruAsFoYDwehhWrRUapQab3JvKY7dasWFra6MM6vXAj35EHuTevZ/MgRAEykh7O+VVfM6jXs9jfPQRZU/kTZ46Bfzt30o8zuVl/tX88dGc2Szw3nuUTbWaOuX3839NDV+LXKdCAXj7bfKqXnuNXA6VShrbygr1aWaGcm4yUQf9fkm+SyUe2+Xi9TU0SPuLnEy1mnzKTZs28slu3yaHVC6X/nbs4O+NRp7zH/+R9iAQ4HuPh7qbyZAPNz3N77JZnkurpT6/+SbPJ/LbUinaN/FepfNpvHDzBWz1bYVOqYNRLRHXMoUMAOpC0BxElbWq/NzAvqU+XJ+7jq+0fAXtvnbki3kMRYawlFyC1+j92P0tloplnfq0bXhlGAa1AWoFiTp3wnfwVv9bOFh9cMPv5DI5mpxNkMvkWMusIVfMoWuuCx2+DniMng08SbPGjFQ+hf6lfjgNzjInaiY2g2g6CpvOhnZvO0waU3mf6dg0UvkU4tk4NEoNtEre5LXMGt7ofQOP1T6GHYEdZe6ZVqnF9sD28twIgoCZ2AyqrFXIFDJ4tedVuPVuvNH3BpRy5SfOz71byBaCSqGCQq5ALBPD5ZnLqLJWYXx1HH4THZYMMqiVapTSZvT1UUZraykzVitlrrKSdv7SJfINRV+3ukp739a2URcbGjbyjsWttpY+ZXKSevm979HHjo9Lcu3zfXzfaJS8qW3beC6FQvJD4jYzQ/6Wz8exKJXkgdXX8/mKN27wODMz1EuLBdi9m/ZCodjI6RoZIW9r69aN/uiTNrOZumI2fxwrjIxQJ7duBc6epc4aDPSlNhvPff48denyZZ5z1y5yyES7cfYsj3vzJsditfI5q93dPG44zGt55plP53j9RQCvn/zkhaf//b9/CnI5QdO5c59OGv9Tw5/NElSJBGCrlcZ1ZISTub5OIXvsMU7y6ioN344dvHGdnZzgxUUK6coKSX3hMG/Q177254mIMhkdiQjOtFqOQafjuObmpAd0m81ATw+P7fMBe/ZQIRIJKsWDD5K8F4lQeLdu5X7BIAUhkaAgqFQEbRoNyckNDVTSWIzzc+wYSb2ikvT1keysVFLgfvtbCqHXy+P94Q/cf2SE40skeE5xq62ViM6iMwwGCRZFo5HOp1EsFWHX2TGfmIdJY0KhVMCbfW/ia5u+hutz1/Hzaz/Hl5q+VAYIgiBgYHkAIVsIs/FZ3Fq89YmE81wxh0g6UiYEA0D/cj/ypTwC5kDZuAJ0OEq5EmOrY2WD3uZp2/CwWrfBjc3uzQBImL29eBvt3nZolVocGT6CFlfLhmOKY1Ur1ai0VG74vGu2C6vpVSTzSdh0NihkCuiUOlybu4b13Dpava1I5BJQyBUwa8y4OHURzc5m7AruglquxpXZK2XyMAC0edtgUBvQE+6BUq5EOBlGyBaCQq6ASWMqE/xFcDi1NoXdwd0bQNerPa+izl6Hg9UHIZPJsJxcxnRsGg69A9XWaoxERnB74TaaXE2fLth/3BYWgG9/m8RTheLjJPcPP5SA+P33f3x/QZCMntFIPQ0GgWefpfx5vQRdd+8yUAIor8Egz11VRaOtVkvA7N4tFiOR9sYN4HOf+zj5PJtl8LV7N3VxcJDFAS+/TND2q18xQFld3VhA8qdbIEC9NhppD1Ip6uHwMPVMDGYmJwmqJiaog3I5DbvRSNugUvHP4SBgUyqpcx4PbYIIBuVyXoto11Ip4PXX6ciamvi9SqFCq6cVNp0NRrURx4eP4+TYSewM7MQbvW9gcGUQWzxbsJJawVx8DlatFZOrk5DJZLDpbJBDjlwxh6JQRCqfgklNnb0XwE2sTuDs5Fm0uFo+fXIA/ODyD7DVu7UMaALmAPZW7IVCrsB8Yh46lW4DeBMEAa/3vo42TxuKQhE+kw9KuRKFUgEXpy7CorEAMhLSv7bpa1hOLcNr9OKl2y9BIVdgKjaFeDYOg8qAU+OnMBodRa2tFldmrmB+fR4/7/o5HDoHQrYQAECn0mF/5X7YdfYNtiCVT2EuwbkplApYXF8sk/fPTZ6DXWtHlbUKTr2zDBj/3BZJRfDO3XfQ6mmFXqXHDv8OqBQqaJXaMkAcjY4ilU/hzBEPZDLgiSfoQ+rqWBxmMDAAtlqpB/faYreb/iwapW+7eZP+6uhRgvtMhvIl+kmNhvtXVVG2HnmEspfJUKarqiT/ls3SB/zmN/z/la/wfJ+0ffABda+ykn5NpaK8trbydUuLFHzU12/Uy5UVjjcSYTLk+nVeg90uJTD+3Cbqxfvvb3xQ+MQEkwGf+QzPLSYpkkler8NBoHjuHLB/P322SsWgsu4et6PT0W5VVjKYFIvn7ruPY5+f55jfeusvHHi9/PILT//bf/sUAApbff1GgHXxomTw/nSLxaSqRnH76CMaOzFiHxvjxNpsH69+KhYJjEIhCvyVK5z4gQHgG9+gQ1lcpOGTyWig7xWOSIQGUzSQarVUZVIo0FmZzcB/+S+88Z/9LNHz/v28xnicwCcelyoxXC6ONZ3eWH3lckmo3OWiYGi1kkO0WnnOI0eoYOIc9vYCn/88AZrTyfk1GOiInE4qptXK44RCFK5oVJpXEXABVPaZGe7X1ARoXXP47a3fYj23jkwhA5/JB6/RC51KB41Sg23+bZyLUgEBcwDT8emyEZfJZKix1SBbzCKVT6HZ1Yxbi7fKlXkDywOIZ+O4MX8Dq+lVOPQOvN77OjKFDLQKLaqsVbgxf2NDRdFLt1+CTqlDyBZClbUKh4cOw2VwlTNGhWIBk2uT6JztRPdCNxQyBWYTsxAEAdfnr+Prm74OvUoStEKpALlMDq1S+7FMFwBYtVaYNCbcXryNekc9uma7UCgWkCvl8EDoAQDMiIkOqc5eB5PGhJHICLRKLVYzq1Ar1BuqvwAglo1hYHkAboMbPpMPy8llvDf4HlpcLTjUdwixTAztvvZyZkzcRAfa4GzA1dmrGI4MI1fKYSw6Bp/Rh3g2jqGVIZi0JgTNwX/WkXR3UxZzOeDQIYKEmhop0sxmKYcVFczs7N+/cX+NhqBq/34pE7a6SpmUy6XKrC1bKGPpNI1nUxPldH2dn31a5VYiQf0KhTZmnotFHl+no37l8wQ5fj/HurzMfZ54gvvX1//5TPvkJJ1RczNtwaFDNMY1NRuz2mYzg6FUipk0i4XjOHqU5xXPodFI+4VCfP2LX7DySryuqSkpeFKpGIht2kRHUSrxNzaLEmPRMeiUOpRQwsOhh6FUKNHgaEDAHMBsfBZ6tR7ZQhbr+XWcmzwHm5aZonQhjUwhg1Q+haA5CIfegVMTpxAwBaCQKaCQK2DT2TaArmKpiKszVxEwBTbIzqO1jyKRTWA+MY9L05fQ5GyCQs4lhKuzV+HUOzdUCMpkMnT4OqBSqDZUFAOU/Vd7XoVdZ0c6n8b2wPayrF6avgSLxoIdgR0ImAPQKDTQKDXlyuXXe1/Hnoo9+GrLV9ET7sEWzxbki3lMxabgNrg3gK5sIYtkPonp2HQ5gHqt5zU8UvsIAMCkNqHeUQ+D2gCn3lm+3kKpAEEQPqY71+auoc5ehyZnUzlzp5AroFFqyqDrw7EP4dQze7d7hwa1tcBzzxFAeL2Uw3feYWJAp5NkQhy2QkGdyeUIKjo7qR9aLbNTzz3H49jttOPJJPc7fpwydPMmXz/yiATyxS0cBk6c4PE/8xkpYZDJSBX5XV3UpeVlabx/uo2PM0h47DFew/g4/4u+zGCgHKdSvIbf/Ia/tVgo10ePUo/U6o0VxRcucB+xovFe0AVQXxobpYywTke9Uir5mVLJa//rv+YY9HraIrHKX/SjRiMTFZcucUzOe8RTr5cyhD/+8V848PrVr9hOYniYhtxk2gi8BIFlqb//PZc7Egl+nskQPOzYwd8MDHCiWlooRN3dvBH3otnZWf42kQCefhr4l/+S7199lfu1tFBoq6p4s/R6LgX09vLzkyf5ud1OgZqfJ6C6FyDl81JqtlhkVuCv/5o3TKHgeHQ67nv6NJ1SQwPHf+0a8PWvc0y9vTTKAI9TKlEgzGa+j8c/OUKw2zeW32o0dJ7iUojJRMUV53pggNGPwUBlvHuXAlldTdApKiBAx3v5MpW9qorGyWP0oNnVjJ5wD4xqI8waM7KFLJRyJS5OXcTgyiA0Sg3OTpzFgcoD6F3qRbW1GmuZNYyvjuNQ3yHcnL+JfZX7kMqn4DLwhD3hHjQ5m+A3+2HX2WHWmNHh64BCpoBerYdT50S+lC//HgA6fB34YPQD1NvrIZfJMZeYQ42tBrFsDFdmrqBYKmIuMYc9FXvQ5mmDz+TDFs8WBMwB1NpqMb42jpXUCpx6J4qlIl7sfrG8NJotZLGaXt2QeUvlU1hKLmG7fzu6F7qxll2DVqnFfVX3AQBuzN/AcnK5vERRKBXwWs9rqLPXQaPUEARpTBuWVUtCqWycXXoXFHIFDGoDNrmYVr00fQl9y304WH0QI5ERjEZHoZQr0TnTieXUMvZU7AEAxLNxyGVyBEwBTMWmsCOwAwvrC1hYX8AT9U/grb63cPbdEEx6dfke5/PUEdF4VVRQDuvraeiamzcGQC4XjZnVSp1zuynjv/sdo0WA4KSnRwIRxSJBREsLZTiT4T5KJfDKK8xcLSxQNmdnaWwdDupEsUjZFLNO+Tx1xOmUdCGdpj53dPB9czO/V6upBxoNdcnj4bKCGLyYzXRU77/PMR8/TgAI8HxOJ/dVqXi9169TR+RyLnPW13OMajV/I87BygodjcnEY4q0gpkZjkep5PtQiGOfnuZ7QeA5o1Fe55UrPE9lJT+7c4dO8rWe16BT6tDubYdSQYcvtlcZXR1Fk7MJDr0D4fUwvEYv2n3tWEmt4NrcNeyt3It4Ng6T2oTF5CIm1yYxG5uFQq4o61Uim0BRKEKlYNR3bPgY8sU8IukILkxdKGePE9kElDIlamw1MKgNyBayyBfzaHI24c2+N5EupOEz+crg7N5Mr7jJZDK4DW50+DpQa6/FFs8WFEtFDK4MYmB5AHWOOlIRnA2IpqMwaUzQqXR4e+Bt7AjsgEltgs/og8foKWeubi7cxE86f4JHah5B71IvnHonFHIFXrr9EvYE9yC8HkarpxVNriZMx6ZRYa5AJB3BWHQMepW+nAFcTa/i3OQ5XJ6+jK65Lth1dszF58rZ5iszV2BQGeA0ONG/1I++pT6EbCEIgoDx1XHYdXY49A54jV5E0hHki3kYNHrs2CHpUWsrdcNsZisHvV6SQXG7do22d2WFemW1Sj4wGKSOWK0ELVNTDF42baK/USgoc42N9KniSgaw0a+I2eeVFQbgy8v0K6kUj3f5Mn3t7dscu8FAnfrxjxmktLZKAX1VFYGYIEitVeRygsBgEHjoIfqiw4elZc3OTurF4iLlHaC+ulwc961bEl1ATFjE4wRk0aiUNQdov2IxXmtr60ZsMTzMzy9fpg8XbYjRyDldXKTfFrf+fmbWNm36f2Cp8fnnX3ja5XoKPh8nTKvdCL40GgpQMEjDuLLCm2wwcEINBuCNN2ikHA7ppu3ZI52jUOCN+f73edytW2m00mlyPrJZgrieHi6dvfii1NtIoWDU4XLxr7ubEW86zYhZpWKWSVwe/f73JT7M22/z2IuL0vcqFYHPiRPAt77FGzs1xfF+7nMc+wsvAAcPSoIgcr9cLuDv/55jW1nZCCrjcV779LTU++XsWf5WXE8Xo2ydjkqxusrruDcTKDoys5nzOzIiCb/ICdi0SYwQuGwhZlouTV9CyBrC8dHjCJqDCFlDyBQzcOgc2ObfhqA5CK/Ji2QuiUvTlyCXy7G3Yi8+2/BZcknk8jKwqbHVlLlidxbvMOKdYTR9ZeYKPEYPKiz3IExwCSOWjaHWVguNUoN6Rz00Sg3Wc+uw6WxodDYiZAthcGUQAXNgQwSskCvw3uB76PB1QK/SQy6TE1DNdyNfyuP4yHEMrgxCgICu2S6Mr40jkUuga7YLNdYaJHIJ7K/cDwECnr/xPPZW7IXL4ILb4C5H/3KZHHX2OrgMLhzqP4Rvbv4m+pb6ygZ+fHUc7w++D6VciaXkEjRKDfQqPd65+w7q7HVQK9TYEdiBg9UHsZxchkPvgNvghlljhkPvgFwmh1PvxK+7f41Hah5B0BKESqHCWmYNV2auYHBlEN/Y/A0o5Ao02bdgZFCNffukTGoqRfmuq6OhBKTl+VyOv+vslKLE3l6Jl6FQAP/wDzSkYpT+3ns08tGoJGN6PWVreVniWVy9SkOaSlEuxb57BgONqdjvymZjILO8zMh4eZkZoPPneeyuLu7/wAOSTNy5Qx28N6vlclFP4nFg+3bqysmTBIMzM7xmi4WOIpej3Iv7Fot0Qtksncwrr9BmNDVR3z74gOevr+cxJiepdyYTjfbgIMGm10s9E7mlS0u0b2NjBJz79nE+Rkb4vdlMPdyxg3NbU8Nx7wzshN8skW8+GP0ANbYaTK1NYYtnC9Zz64ikIwjZQmWQIHLCzk2dw56KPdAqteia7UKVpQpsu2sMAAAgAElEQVQr6RUcHzmOVk8rjGojXr7zMtYya6iz10Emk0EhV8Bj8GAhsYCFxAKanc1YWF+Az+SDTWdDtpiFRqnBaHQUi+uLWFhfQLWlGmcmz6DB0YC+cB+yxSyGVoZg0ViQKWRgUBvwyp1XUO+ox+TaJMaiY+Vs7m9v/RbZQhYNjga0uFrKXK+u2S64DW4Y1UZ0+IiyA+ZAObu0lFzCkeEjeLT2Ueyt3AuL1oKl5BImY5O4uXATLa4W+E1+FIUipmJTWE4u48HqB3Fr8Ra0Si22+bfBqDbirb63UGerg16lh1VnRfdiN/52599CrVDDoDZgcGUQsWwMza5maJVaKOVKnJ08i3ZvOyxaC0pCCa/ceQVugxt+kx+CIOBn134GQRCQXajH/Dxl/dQp6orRSBmbnib9JJulnN+6RRCTz1MPFAr6p927qV9qNeVjaIi65nZTTlUqvjeZqLeNf2wPOD/Pz+8FIiJ/UkwkzM9TBzdvpm6NjXFsX/oSx1FRQT/k8zFg+fa3qS9ra1K/O5mM/iKdpu0QOZQGA78bH+e4t/yxPdvdu7QJGs3GDLoYoIh9vcxm6tGJExzzli1cgRLBkshb8/k4F+IciddbLHLO9+6lrt6bxDhzhv46Ht+YePB4pKTGXzzw+tWvXnj67//+Kfj9El9LbN4IUHDq6znhXi9vptXKiTt7linW9nZO8MAAJ6qhgRH45KTUiO3iReC//3eJUG42E8EmEsC/+TcUpEBgYyPJ3l4qwL2R78yMhOiLRaaG6+o2onm/X4riH36YBvTIERrX69f5vrZWykTNzfEY+TwjCrF5YiLBzyoreT67nWnZ6moK09GjEr8sn+dx9u/nHLz5JsGbSEwWlz7yeZ4/nSbQ3L1buhfj41R0t1vKlIlOQybjmDo7ef5cDhiNDcCqtSKVTyFdSGNnYCd6lnoQsoagV+mhkCsQMAfw0fhHqLfXQ6fSoVAqwKQxodHZiApLRXmZbS2zhsm1SQTMAbzV9xZqbbXlKNuhc+DKzBUcqDoAk9qEXDGHvqU+zMZnsZJagV1nx82Fm0jlU9js3oxD/YfQ6mktX5daoUbnbCeceie0Si3C62EA+Fjk3eBowLHhY/Cb/Lg5fxNV1iosJZdweOgwnqh/Atv82xBeDyO8HsajtY+ie6EbuwO7MRgZRKWlEhatBSa1iQZYoYRZYy6DLnHZUiQgi06w2lqNucQc8sV8mU9yff46tri3lJvDDq0MYTWzihvzNzC0MoRmVzO6F7rh1Dth1pghl8khk8nKmbV2b/sGsCeDDEupJfyLln+Bw4OHcXHqIrb7t0Oj2UiYlckoE7OzBDPbtkmAqbOTYGx1lUFAZSUDlL17qaMXLzKDHI1KQEwktIvHGB2lDJ85Q7m3WAgwKir4mdFIuQsE+PpnP6MMmkyMhvV6gqOVFcrlzAzf338/jXUsRoOp1XKpoL+f+uBw0EA7ndKypdNJPTt5ktH37t08birF/V0ujuU//Ad+ZzDQPj3/PK/Z7aZOdnRQb9xu6mJTE/czGFDO4ldWcrxVVbxek4n6LwLel14iCH3ySY5raYn24NAhjunAAc6b38/POjpoAy9OsaFnPBvH2YmzqDBXIF9kFnhybRIGtQHnJ89jPjFfzgLPJ+ZxfvI8WlwtaHA0oFAqYGhlCPWOenTOdKLD14GDoYM4PHwY7d52hGwhtHpaURJK+N+d/xsHKg8gYA4gZAvBorXg1sItjK2OYS4xh2uz13Bk+EiZK+UyuODSu+DUO3Gg6gAMagOS+SQqLZXQKrVI5VPQqsh/avW0Qq1Qw6F3lEHXuclzMKlNuL/6friNGwlHARMDJ9FGrKZXcWr8VLnx8KnxU4hn42j3tpeDOa/RC7mM3Dav0VvOsAXNwTJ4PTF6AgeqDpT1NJFNIJKOIGgOwqA2YCm5BI/RA7PGDJ1KB6vWCofeAbPGjJnYDK7NXYNKzmCn1lYLuVyObf5tWMusIZVPoVAqYGptCt/c8k3YbFJRRyRCWV9bo66trNCv/eIXlB2xMENcNhOzsKKeicUqlZXcX1zaNpkog1ev0ieWSvzMat243CjygO/N8IjATQR1mzZJWeitW/n9hx8S9IjBflUVwd29dkXkNQaDPFY2S/8hNim22Zgh9vn4XlyVuXBB4nSNjFAvRL3s62OQmM9T/2/eZOCyusrxiaR/cbt2jcfR6SRg53RyzH/KHW9s5GfDw/TB3/seP1MqpTn7iwdev/jFC0//x/9IjpdSycg2FqNR1Wo/3uk9k6GRbmoi0Lq3a7zRSIGSyegI5ueZSQqF+DoYJJAKBimc4vLivRUl169Ly4EyGcGezUaB02pp2L1eov9XXgGeeopCkkwSiHk8BHxut4SWdTqOoa6OClJRQdDU3MxIweeTUsFDQxyTxUIgpVTyv91OpZmfp7B3dBAAHjnC8V+4wPGL5Fuvl8CxqoqOwefj+9lZKrfLJfHWurooZBYL8MtfErAlk8DPf87z1dRQeUZG+D+RYGTvrV+Ay+CCSWOCQ+/A5NokiiVWKN5avIXhyDCaXc2AgHJ26kdXfwSLxlIGHsUSyb1WrRVapRYahQbNrmZolBr0L/XDbXBDrVCjydkErVILmUwGj9FTJuIb1UbYdDb4jX5ki1nY9Xa81vMaml3NMGvMZaf0cM3DMGlMkMlkMGlMuBO+g4drHt6Q9QLY9d1j8MCiteDKzBW0eduw1bsVN+ZvoNpajRp7DVq9rdAoNTBrzAjZQqi11WJidQITqxPwm/3Qq/SYjk0jX8pDp9IhU8jgxMgJ5Et5XJi6gGg6CqVcCY1CA6vWCqVcWV7yseqsaPW0lis8AaDB2QBBEOA3+xFNR6FX6VFjq8GpsVNYy6yhwlKB//bRf8OBqgNQypX4ceeP0ehohF6lh0wmg1Vrhc/kg1FjxOnx02hwNqDOUQuXi7Lwm9/QeGo0vMdNTZTlXE6S4cpK6kgiIUWcBw5QhsTI9dQpgrO6OsrtvU+gAAiEqqq4/8gI9dBkouxt2kQ9EY3n+fOU9507peUNgA5peZmZqvvvJ1m2sZHy39pKoFRXR8cUCNDZzM9TtsWle3EbHuY5Dh6k3opPvjCbqT/i8sP163SCuRznqaeH2au5Oe7X1CRdq0bDuZPJ+P3p0wwET5yQuGxiZl/MbogVX8ePE+xarXz96KN0cAoFHUwsxmvUaIDeuxn0JM6VM1NHho5gm28b5hPzmI3PYrNnMyxaCzwGD7rmuuDQO2DT2aBVapHIJmDX2WFQG5ApZJDMJZEupBGyhXB24iy2+beVC0x+3vVz1NhqWAns2lxePpPJZMgUMgiag2jztJHXJVPgK81fgUapQbaQRUEoYGB5ADqlrpyJUivUKJQKmEvMocpaJVX7/VEPU/kUnrv2HLwmgiRBEOA1esv7LSeXIYMMH41/BBlkyBfzMGvMGFgegFqhLi/tG9QGrKXX8Gb/mzhQeQD/8/z/RJ29DkFzsBwkHR89jipzFd7qfwtt3jYo5IpyZbMI1iosFeUxAoDL4IJNZ8NMbAbxbBzTsWncXb6LWnstHDpHOZCbik1hs2dz+do+GvsIPpMPAXMA2wOkLygUlKNDh4BvfpPyL1a7i8UqMzOU5cFBBjw1NVKWdHWVMik+VeXiRSYpRkf5VypR1kIhcp+3baPuOByUr3sr9m026sPwMPXz3Xf52enTG31sMEgbkMvxGE8+SX9TLEqgRCT837tMKhZmvf8+dX9qisGUSLyvrSWdKJFgVrdUkgI8u13CAuLqzeQk9X5qirq5vs7jtrZyzLt28ZylEsdXXc35LZXIhVOraRsCAdrAixc5BvE6xf+vvcbEjGjPUile6z/8w1848Hr22Ree9vmewtKSRBJcWSFgcjo/XkmlVBIoiI8uOXGCv1lcpEBGIqxyElHv4CAFTy6nQGzezIm+coVG7coVGtK6OqL+mRkaQZOJ41leJoj6wx+kiEMk7hoMEnCTywmaxIzZvalLrZaCEolI445Gadx37uRxVSpew/XrFG6LhRk9gE7l5Ele39ISDXJnJ8f6yCM8b28vwZhY3n7jhpStEsti/X4uBzU3c9/f/54ZgXPnqLyPPy5lArq7aQw6Onh9P/4xhfyzn6Xhl8mAuoAVGSFRJqQ79A44dA7cWryFLzd/GT3hHgTNQQxHh1FjY1maDDIELUHcXryNSkslIqkI3uh9Aw2OBgxFhjC5Nonx1XF4jV4MR4Yhl8kxHBkuk+7PTpxltAoZfnntlxiKDOG+qvvw7JVnYdaYUWmthFKuRK29FmqFGhqlBg2OBszF58qk4d5wL5K5JEK2EKbWpjC4Moip2BQGlgewnFpGo7MR3QvdaHQ20vhDQKuHYCtTyGA9tw6lXAmbzoa7K3dxfvI86h31OD91HlvcW+jwjB68cPMFeI1e/PTaT/GtLd+CS+9C71IvfCaGlel8Gm6DGwIEnJs8h3fuvoNqazXMGjNevfMqtri3lLNZYjuKdD6NGlsNLs1cwlpmDZvdm5Er5vBQ6CEYNUbIZDKsZ9fhMrg2VKiJjnRXcNeGggStlnL5+98zG9PSQjmbmyMwiMdp+O7coczqdNxHBBq/+x1l+7HHCGDE1gifVAwTDDJD7HbzPN3dNLTt7dLyRiRC8BaPA9/9Lj+326kjOh2dzd69/DwapSNyuxkIGAxc5rt5U8qS9fYyWNu7l5QDMboVH2fS3i4VEIjZJY+HMn7kCJdO3W6CMb2e583naTN27eJnhw/zeo4dI8i6epX60dDA8x4+zGIdQaCu3X8/I3CdjlXGoiOz26l7N24wuzY1xfF6PLRZU1N8rVAAfUNJNIXMqLJWQa1Qo1gq4t3Bd/HVTV9F71IvllPL8Bg9ODV2Cvsr92MsOoZqazWUCmW5GjiejeN3vb/DfVX3waA2lDmbhVIBjc5G3F2+iw5/B2YTs+jwdaDCUoFUPoUb8zdQFIpYSa1gNj4Lm86G5eQyjgwfgU1rg1VnhUqhwqnxU7DpbJhamwJkrFB+o/cN7KnYgyZnE8ZWx3Bj7kY5KDs9cRoegwdtnjYoZEQXR0eOYm/FXoSTYdxauFV+jJhJbUKVtQo/6foJXHoXXux+EY/VPYaL0xdRb6/HO3ffgVVnxd9s+xvIZXLcXboLQRCQyCXwg8s/wGb3ZkTTUTS7mtHmbWNhTKmALZ4tODZyDHadHSOREfhNfuSL+bJuds11ocpahb6lPmTyGQQsAUysTcCoNsKitUAmk0Gv0kOv0pcLB8RCot/1/g46lQ4OnQP5nALvv08Z3r+fsvHOOww82tsJEDo7SXQPhSQu7vq6VG24tES5ER8xJfq23l6pWj4aJVBwOgm0xJUZMcAHqBe5HOV3fJzytW8f5f/zn6devP02lwENBoKhW7e4n7g8PjxMwFNdTdn2ejdmz8StqYl/t29Ly4sA/V9/P/Vp61Zeo9dL+7JpE/10SwvHee4cqwzffZd25/p1nqu9nde8ezf1ZnycwPbKFfp3kUAv8jFbWmhvRka4/0cfSWNaWpLujfh4ork5nstiAX7yk79w4PXccy88/Z//81OorOSNNJulXlQyGW92NMqJvHyZhramhsY0n6cxCoUoUKur/P1jj/EGZTLcd2pqI+l8fJygpLaWN9pq5Y0Wl9jufb6a203QIR6/tpbLeM3NvAEmE4XGZKJAqlSScb73eVaRiMT38vkoCL29VIrhYf4+GuXnkYiU2s3nqTR79lBgmpqkNf/9+wnKDh0CvvhFztv8PMmMcrnEWXE4eJ1yOa8hkyGfbHGRCib2R8tmqezbtkmEY4DjmpwkJ02vlyo/+yO9ODrzMvZV7kMil0A6n4ZRY4RRbUT/Uj8eqnkIfxj4A1o9rXDoHeWKoKA5WG6xYFAbYNVaEUlH0OZtw5WZK9ji2YK+pT44dA40OBrgM/rKz2IcXB5Ejb0G6UIaPUs9iKQieLj2YRjUBmz1bcW1uWvYV7kPSrlyQ+VRLBODTqVD90I3CkIBNq0NGqUGA8sDMKgMSOQSsOls2BXchbHVMdi1dli0FtxevI27y3chk8ng1DtxfOQ4ftX9K+z074Repcd6bh2bXJvgNXqxM7ATaoUaI5ERvHv3Xfy7nf8OL91+Cf+q7V9Bq9Li5vxNRrz+7TBpTPAavYimovjNrd/gkZpHsDOwE1XWKqykVtC71IudgZ0YiYxgOjaNcDKMO4t3cF/VfbBoLaiz16HN24ZkLolrs9eQzCeRK+bKVWcloYR4Nr6hz9nR4aOoMFdApVBhJbWC/n4BLru6DBCuX6f8KhQ0/I2NXJLO5SinjY3UowsXKLMNDZTPYpFyK8pXLvfJfYXkch7XZqN++/10FKIjOX2ach4MUtY/+IDn/Ogj2oIf/Yi/Gx2lbKdSzP42NzPin55mUNLcLEXpor0A6NhefZURdU8PgZn43Falktd2+TL1fnaW508kmH3r7iag83joDPx+Zt0SCWnJMBzmPFRWSpn6Q4f4vLjLlzlXwSDtQyjEjIHLxe97emgXXnuNBTY2m5Qpj0Y5T6kUnY7LBbRtIi+rxlYDhVyBolDE3sq95WV8AQIUMgUaHA1I5BKIpqOotDAomVybJFndXgedUodD/YdQaamEy+AqF7IAXGYTq5PzpTxUchVOjp7EwzUPw6q14rU7r6HCXIGx1TG0uFowvjaOgCmAnnAPLk5dhFVrRbaQxcM1D+PU+Cnsq9xX5nEtJZfw0u2XsMm9CRqlBs/ffB77gvsQsASgU7ElS4e/AzatDTPxGaRyKewI7ECFpQL5Uh4WjQUqhQoHqw+iJJSgkqvQ4mrBZGwSOwI70OZtw7nJc7g2dw1eoxf3V98Pi8aC6dg02j3taHG3oM5eh4nVCVi1VrgNbth1doxGR6FVaPHO3Xfw+abPQ6VQ4fr8dQDA4MogDlQewM2Fm6iz1+H46HE0Ohph19nLrSsAZvWSuSTGomPlbJkgCIikIxiKDMGhc+DEO3asrVG+L16kbJhMBFoWi1TEIbaH2LKFPujsWQKUYpGyZ7HwGCIHcXSUslkq8bVKRT8h+jRRTmtrKV9rawRB6+v0CYmE9OzVhgbKZCZDv7N1K32PVktf+vOfc7zV1Tyu6LvtdgZO9wKvyUnpucHi9Rw+vDGD19YmPdv4jTfokx59VOp2kE5TZ0SAqdPxuqJR6v/iIjFEZyf1UFwlcrvpQ7u6CNZqauhjq6slCo7Xy2OK/vzmTYlvurpKgHnnDu3TzZvAoUN/4cDrpz9lVaO4pDcxQcG4dInCAEip/ECAxufeyryGBumBm4cP8xj19fw+GKRxdLsJckZH2cNHfFitWLY6PS1VLWm1vKHnzvGchw/zho+OMmqNxagkIlCx2XhDR0eltg7RKJUjGOT1nDhBoqRYitvfT+Msnrexkf8/+IAK9eijvPZSiQZZdCBXrlAATpxgjzGbTXJ6bjfHsXkzwVc8zrHMztJZZDI8365dEp+tvp7AbHCQ8yeSHMW+J+J29y7B2MQElcJg+GOWr6hHTD5aXi7Ll/JQKVSIpqNo97Ujno3DZ/RhYm0CNbYa5Io5hJPhcqPRWDaGRDYBq8aKG/M38NOun6LD14FcIYcWVwsqrZU4P3UeaoUaFq0FcpkcldZK9C/3w6K1IFvI4ptbvomF9QVcmbmC0egokrlk+YHBAHBm4gzUCjXL5i1BWLVWdM524qGahxBeD0OtVCNkC0Gr1MKus0MhV0AGGWQyGVL5FGpsNai11cJpYDVUo7MRbZ42fDj2IWYTs9gV3IWrs1eRKWQ2cG3cBjeXUwWgycVlUofOAafeCbVCjYtTFxE0BxFOhjG4MogdgR2YS8zBb/KjUCqg2lrNh/saPAiYA/AavWhxtSCaiWIsOgYZZDBqjNApddCr9BiODmM1vYoHax6ERWuBTqnDwvpCmctyevx0uYElAKykVpDNKKCCDkajRNY1Gin/YmZlYYFA3myWAMzLLzMbqtVS7s6eZdRrMtHA+v08xtgYI+Vt26i3Z85QLjdvpnFcXaWe7drFCNNolDLUSiX1R6mUiLD79pHY29LC3w0OUq/OnqXT2LlTaiNz5AjHKvJCAAIysW9POs2/F1+krYhECKi+8x0aYJWKOmgyUSf27JEKYZqbyd0cG+Ox1WqCVhGcrqxI1ZNnz1JfDh2i3bnXGSUSzKitr3MJdnGRui42aZybk7Lp09MS19VkAgYitxHPxBHPxaFT6uA1essZzmKpiOXUMoqlIuLZOFL5VDkYAYB4Jg4AcBvZ9HcxsYidwZ04OnwU9fZ6LK4vQi6Tw210w6a1IV/M4z+d/E+4v/p+tLhacGz4GBqdjZiNz8KsMWN3xW7oVXqcmzwHyICHQg9Br9ZjV3AX3AY37oTv4IHQA9AqtVApVDCqjeic7cT+yv1QyBWotdeiw9uBW4u30OBsQEkolTPktxZvYXdwN85MnsFm92acnzyPweVBXJm9grsrd7GYWMR0bBoPhB7ASJRtWmSQ4dbiLchlcnyh6QtYy6zBorVgOcWClFg2Vu7JN7E2Ua48zJfyqHPUYWB5AF/b/DVolBocGz7GFhtyBRw6Ni/2m/y4E76D+6vuRyQdgVKuxNDKEHrDvWhwsOJyYGkAs4lZeAweXJi6gCZXE5qcTdju3w6zyo7r1yk7NTWUW7mcy2Q6HX2ETkfbvbgoBSYzM1KAtHOnBPBlMvqlbJbyGQhIVYuf+xz3jUYpQ+Ewj/mzn/EzsS1DqUTwUVkpLZ9nMsA//RPt/ubN1E+XizocDjPrJC7f63T8s9ul1kwqFVeKOjro2yIR+jMx01ZfT7uwuiplsAcGpB5/oRBtTKnEa0wmGWgdPEiAJVITzpxhtkvMXu3YQf1TKOi75uZo244dow3R6yXyv1bLa9TriRXUatqw7dulgj2vl6DrySf5vrn5/wGO189+9sLTHR0k14+MUHiiUS57JRKckNFR3vD5eU6yyEdZWuJ/QWAW68gREnxnZ6Xqirt3eYO9Xq4779xJYZPJiFxDIQrY9esUprk5Gme7nUZTXM548kmef3CQBtbtprEUBApBJsP9pqakNhKNjbyJp0/z9dwcBWRigoIwNcVoXiyLdzgIJLNZ/mZigoIlcsIaG3lOcXlleJjKaDZT6HbtkkBpezuvP5ejsRY7/vf38zhiQ0e7XepCf/Uqvzt+nOlisUz/yhWe1++nAGq1VJaaSi0O1O6AXCaHQ++ARWthtU4xixMjJ2DX2XFp+hK+1PwljERGcGnmUrny0K6zY2J1gh3kdRa0elvxQPUDODd5Dl9q/hKMGmO5w3WFpQLxbBz9y/2otdciaA7i7ORZPFH/BAxqA4ZWhnAwdBAdvg54jV5Mr00DAPqW+7DJvQnvD70Pv9mPoDmIQqkApUKJ63PXkcwl0eBowI35G9js3oxIOoLBlUG0edtg0VrKXd7PTJzB0MpQmbhr1piRK+bQ4GhArphDPBtHrb0W+WIesUwMI5ERvNbzGmQyGRbWF6BVavFG7xvlnl/HRo7BY/CgwdkAh96BGlsN3rn7Dh4IPQCVQoWl5BK0Ci2m49MwqoxYWF/A7cXb8Jv9CK+HoVVqsZZZQ0kowaq1lnsk3Vd1H1QKFTRKDQ4PH4ZQEnBq/BRWM6vlthqz8VlUWau4HGrXob+fcvHcc9Qhl4v3PB4nH6OujoZGBAczM1wqO3mSsjM8zAzz7CwNfnMzdUupZGCQSNCYvv469WLHDn42MyNxHgHqyNQUHYjoDC5dopy//jpB2OOP87gLCwykdu6UltZNJoK4zk6+FgQafbOZetXdzYyXy0XwIxaWGAzUA6eTRtlmo853dlLn6+qoh7W1Ui8yuZzjGhujw7h+nTr7hS9Ql8fHOYalJanbfjZLuyWCNNF+LC7y9yoV583jkRxPfT2XHcXG0FVVEj9GMCxha2Azuue7sZJewXR8GjW2Gqzn1vHe4HuoslQhno3DorWUeUe5Yg7pfBomrQl+sx/pfBrZYhZWrRULiQW0uFrQv9wPg8qAkcgIssUsXAYXhlaGsDe4F6vpVXTNdSFTyGBgeQBfav5SeQl8Nj6Lrb6tyBazcOqd8Bl9yJVyeLH7RTQ7m9E114VqazVUChXGV8dRYa5Aq7cVFZYKvHT7JVyYuoA9wT04NnIMp8ZPQaVQwaK1oMZWg87ZTjxR9wSWkkuotddiObUMg9qAldQK8sU8HHoHmpxNSOaS2OLZgqnYFPqW+vDttm8jX8pjYm0CSrkS0XQUa+k1GNQGyCBDMpdEja0GFq0FfpMfF6cuAgBaPa0wqA2Qy+RodDZidHUUBpUBRrUR2WIWVdaq8lMscsUcfnnjl9hbsRc7AjugkCugU+lQFIrQqrT4cOxDNDubIZfJYVQbEc/GEc+tweswwGiUIZ/nPfb5JN7tyAhl7fZt2uNCgUBhcZFykU7TtjscEufp3XcpO04nfycukQ0N0bYvLEg0mpUVKRM8NERdEVdWBIHHF1dz9u2jTpvNBE+CQL188EGeP5nkuc1mgrXLl6k/AI+/Ywdlu7KSvlDkNt66xUSBSF3o7qZ9EJ8uI9KMjh4lYPT5+PtvfQv49a/pJ2/dIih78EGJpL+6SgD75psEeJWVtDfvvy8Vpo2P85xi0U9DA/CDH/A+PPggxy/yrcVqZ4uFwd/mzRzXXzzweuWVF57+u797CqdO0TiJXZ1ff51LbRYLCYI9Pbyxu3dzUnU6yYA6HBSqr3+dBnlpifuazXQYFRVSV3mlkoK8sMDzB4N0Gmo1jyFWXGzfTsBhNPJmG40SeVHss+N2A//jf/A8Bw/yO5VKelSCRsP9vvtdLiE8+ih/a7Hwe/ExImK2wWajkgwMUJjr6hhZOxwUWoeDxldcxhGJvC0tBEQiH8blAn74QwpUVRWvr6KC49+3j3O3vs79T56UGkzKZPy9uB5++jTnYNcu3oNwmBwai4VCe/tOCU5vFi/eehEjUda9B8yBMqk9YA6U+XFI8SoAAB9NSURBVBhr2TW49FzKWE4uM7NVzEGlUJU7smuUGoSsIZSEEm4t3kKmkMH1+etodDbiw7EP8Xjd48gX81hJraDD1wG5TI5IKoKPxj9CsVTE7cXbaHA2YGF9AYVSAQ/XPoy+pT48FHoIza5mRNNRnJ44jUKpgDp7He5G7qLN2wab1oahyBBuLd7Cdv92zMRnNvTWqnPUIZaNwaF34O7yXXiMHhwdPordwd2IZ+Ood9Tj1Tuvot5RjwZHA0oo4a/a/wotrhZscm9CJBWBXCaHQq6ARW3B4/WPo8HRUK6wuhO+g1KphP7lfkysTmB3xW7IZXIsJZcwEh3BrYVbOD5yHNv826BT6ZAr5mBQG9AbJpfntZ7XELKG0DXXhYX1BYRsIagVaqzn1zETn8EjNY+gZ6kHj9U9BrVCjaXkEgaWBqBMVUImo2yIfWu2bOG9P3+e4GvvXsrUwACBTSDAIEMs5HA4KO+hEEF9Pk8DHQpRZjdvpo4NDZEfqNfzfaFA/Q2FKE/JJM+1Zw/P+957UkuG3l46oJkZqWqyrY3H9PvJT1tfZ7BRU8NAze2mUX7iCalf3Ve/yvs5M0MQZ7HQCA8OMvN0byNkMft+/ToBmEpFPcpmJVLyzAxt0ZYtvBaTiYBNLFq5fp3RfqHAOZ6ZoTPM5egM5uc5l2IFm8FAMLd5M+/F4cPsIP7003QgTicdblUVcP2cBzs7dIjl1uA1erE7yPLkxfVFGNVGNLmaMBIZgUPvwInREyiUCuWil4HlAXgMHjx/83nqkr8DfpMfN+ZvlKtpT02cAkCyu9fkhVVrxaGBQ/hC4xfgNXmhkqtQYalAppDBamYVvUu9qLfXY2x1DA32BtxauAWD2oBaay36l/vxWN1jODtxFtNrbKIscjaLpSIqLBXYX7Ufo9FRdM12odXTipA1hEQuUV72dOqdWEgslBunOrQOxDNxCDIB2/3b0TnXWW4rcWHqAj7X+Dko5UoIgoDuhW60uFsgl8mRKWSwxc3+YD/p/AlmEjNYTCyi3lGPRmcjnHpnuailb6kPqVwKKoUKqUIKDY4GTMem8fLtl7HVuxVXZq/AbXAjU8jg2OixcssIgEU6C4kFxDNxOA1OrGXXoFaocXP+Jv2OV4eqoBZeL23v/DzlQ2xaDRAkJJOUhWvXaM9XVmiHk0na4Ndfp36KhRp9fZTppib+HxvjEqFGI/WddDgkvu/u3fR1kQj1fn2dcjg9TRldX+e5336bYK6+nnot9n1MJiXOlcHAsadS1Amxv9/MDIOF69epG7t2SU9aiccJ5EZGpP56AwPUvXyeoE8Q+FurlePMZDgne/Zw7kS+tN3O604k6Lv27ZOuads26uD4OI+zuEi7ItKMgkHaoupqjlHkr7W2EhQmk/TFIq3g/zrgJZPJHn/mmWeOPfPMM3/3zDPP6J9++ulLf+73zz33wtPV1U/BbqcAVFZyQmw23sjz5yk4bW0EFzU10s0vlaTHgrS0UKDCYQrV9DQFY2aGQEREuMEgJ19E8Xo9DW4kQkO+bRtvcmcnb4THIy15ir2t8nkqwMQEb7ZeL3G3+voo7G1tHOv6Ose1eTOXaEQntGkTI3CxhFwm43nzeQpOfT0d2dISrzWVouCLz8DyeHg8jUbKRIjVmHI5kfvqKn//6KMcq81GJTp1it/V1UnLFx4Phe7yZc55ayvH1dIikZXFhnYicTquHsDF6YvQq/T4Ttt34DV6cXHqIq7NXStX/Mllcnw49mGZpC4+B1Hsol5trcZHYx9BLpfDprMhlokhno3j+ux1tHnb+Ow0CyNMnVKHKzNXcGriFO6E77Daarkf7d52pAopZAoZXJm5godrHsZQZKjchdtlcEGtUOPsxFkoZAo8EHoAVq213EkeALrnu/Fk45NQyBXlRqlKuRK5Qg6pQgoOnQOZfAa9S71odJLXkc1nkSvlYNfZUWevw53FO1jNrGJ3BQHZ5enLqHfUYygyhBYXDX+NrQav974Oj9GDvnAfXrvzGu6vvh+FUgGfb/o8EtkEesI9aHY1QxAETK1N4eHah/GFpi9ABhmGI3wu3sWpi5DL5DhYfRANjgbMxmfxRP0TqLZW4+7y3fIYGxwNuDRzCRqFBnUOXm8yl0Qqn4JTEyyXnq+t0Xi73TTQYjZULAtXq6Vlj8lJyWCpVNRBnY5yKTZ0lMmktjCrq4w2xdYQAOX2gw+oH1euUOaefJLfDQ1J5eDHjxPsb93Kzy5fpjGdnpaW2vN5Ahytlvwzs5lARqWi/ng81EkxE+X3czlnbY02Z+tWHlcmk5qVyuV0Ss3NnI/RUTqORELqyRcMUu8eeoh2Rwxg5uZoU7Zu5ZyImTGxElsQyI8RGz6LQE6lknqkmc20GcPDwF/9lUSuD4elZ+j1LvWgxlYDp96JS9OXyo/syhQz8Bl9sGgtiGfj5AVqLPjlzV/iay1fg1KhRLW1GjsCO2DRMLMrgwxGtRG9S72IZqKIJCN4oPoBVNuqMRufhUljwsmxk2zW6mtHT7gHkXQEPUs92FvBRqyz8Vmo5CqEk2HIZDIEzAFUWCpwd+UufCYfbszfwI7ADkzHp1FhqUAsE8NcfA6dM50I2UOwaCxocjVhX+U+RDNR2HV26FQ6CIKAEyMnsCuwC31LfYimoxiMDKLD14HJtUlMx6YxGBlEnb0OBrUBlZZKJPNJ9gAM38FDoYegUWigVChxY+4GSkIJv7jxCyjlSpjVZjQ4G2BQG9C/3I+5xFy5yepwZBjRTBR3l+/Cb/Kjf6kfQUsQ0XQUmWIGboMbZyfO4jut30Eyl+SjwP7YhuL81HnU2GoQSUdg1VkRsoaQL+WRK+ZQba3GdGwaNy94cfGi1MYok2FWx+fjys7qqtQxXq+nDRcfYTM1RTkrFqWnO8zMSNnf0VHK45NPktcoZo8bGuij7tyRGqtGIhJYyuXIr3rwQfpNkdryN39Dfbt9m75hcFDyqeKzI8fGqJd793LcFy/Shoi0gb17ea2jo9RXg4Hj0ukkCsHcnNRFQPTT4nNPL1ygTuTzEn1G9NlmM8fw4x/TXogE+0uXJA4zIFEp4nFe7+KiRKtIJEgJiEY5PpmM4xV7h1os1Eev9/8y4CWTyRQAPgDwGIB/APDTZ5555sLTTz+9/Gn7/PCHLzz9wx8+hYYGiZSeSNCYNzZykpqaJM6IKDBGIydh2zYao2KRf5s2EbAcOEBh7evjTdNoaGwnJqRnS731liR0HR1ShWFVFYW0vZ2gRFxq8HjoTB56SOKYbd1KQ+73s8ePRkMns7jI8/X2UniXlhh9v3DPrfrMZziWV17hmNvbqWRiOlmck+Zmjm95mePQaJixE6utSiUK5NGj0vKrwUDBP3iQv/3Vr+gE6+p4nkyGTs9ul575JQpjQwMVbPdu3ou2Np4jFiMYE0mdmUIGOwM7UWuvRU+4BzadDX3hPjxc8zAW1xcRXg/Db/KXS897lnrItyqkkMln4DP7MLk2CZVCBbWcPXysOmv5mWq94V4cqDoAuZxLmbPxWVyevoyQLYRvbP4GtEotHxKdS6DB0YBKSyVsWhsKQgFmjRlDkSHsCu5CSSghW8xiLDqGbDELvVKPWDYGv9nPjvZCETsDO6FX69G31FfuSv3e4HtIFpKYic1ArVDj1Z5X4Tf5UWmphEKuwD92/iMaHA2YX5/H2OoYau21qLfXQ61QI5qKomepB9XWajh0DmSLWXiNXpi17MBfLBXpDORK7AzuhE1rw3h0HLFsDMeGj8FlcCFTyOD+6vsxn5hHNB1Fta26PJaAOYCdwZ0YiY6gWCoiaA7i6NBRnJ88j0Q2gWpbNd4efBuxbAwtzpZy1kIQBFi0FhRLRfgdVhiNjA7FXkDiEkM8Tlmy2xmELC8zClxcpNxOTNDIihWzYmPgzk6+/uADZorFKkWxbYS4nKFQUNa3b5cCLp2OxxQbuIbDlNW+PspcqcQodmqK+iI2bxWJwqUSg4doVCLJnjtHsHPffdQpcR+Xi/K8tCRlx5RK6oXPRx2YnKQNsdupk7EYDbEgUD/kcp4rHJYeRdTdTRvkdLKZ8tatvO5gkM7KbOY8ffnLPHY4TFt09aq0JOrz8fOREakoR3yQ8Oc/T0fa2lbCanoVFZYK9C31wagx4szEGVRYKuA1ehHPxpEr5nB35S7sOjsGVgZQZWFfumZnM/qX+uE1eXF78TZimRgGVwYRXg8zO1X7GJQyLs0tp5bx+/7fw2fyYVdgF6pt1dAqtegJ97Dw5Y+NU01qExocDXDoHCihhDZvG+YT8+VecxaNBZXWSpjUJszEZhCyhXBs+Bgzc6sjSOaSODd5Dvsr90Or0uLG/A1UWaogQMBaeg2zMfbsA4CQPQSX3oW+pT7sCu6CVWvFF5u+iHAyDIVMgRduvoD9lfuxuL6I1cwqOmc7oVaokS6kcaD6AJL5JDa7N+NzDZ9D0BJE12wXTo6eRIevAxOrE7gTvoOZ+Azuq7oPOpUO+WKe/c4iQ+jwdcCkMcGiscCsNSOajrLFjKcVa5k1zMXnMBodRZ2tDq/2vIovNn2xXM1cZakqt6mptFZiZ6sVmzZJ/auMRoKaGzd43y0Wgv1//a/po3bsoAyEwwyE4nECq9paiSYg9qlzuyVuZV8f/eH/196ZxtZxXQf4O9zEfSfF1STFRbREUQpJUVIiy44d13aUOIYbAS3SpClaGAUS1EUQNN2AUgECFA0QBAnQFkbrWllQw4ljwXVSp3Iiq5EiS7VIijRJibJISqJE8ulR3JdH8vH2x5nhU4K4oZTmPUs6H0Bw3szcmTNzz7n3zF3Ora5W/frJTzREQm1tpOt73z6tpwoLtUXKD7Y9PKz3PX9edbq/PxLMtKZGh+MMDWkdU16uPSi7dmlZceyYlg2HDql9bdumdY0fGDktTe2hqUl7ri5fVhlXV7XuaWhQ2fzle5KS1N78Wc9TU3qf+no975VX1EGcm9Pj/oeKHzRWfRS1n/x8fc/ORUIttbbq71BIywz/w6qkRG2zt1fLhxdegGPH3keO18GDB3cDjc65b7a1tYUPHjyYA9T/X61e3/72c21PP/0MPT36kjIyNGMbG7WpfWBAM2doSAu02Vn1fN96K6JkFy+q4vrBCycn9Wvh3XfV2Tl1Ssd7+E21P/hBZNp8fr7ea2VFM+XUKfW6t2yJNPkWFGgr0dtvawWxvBwJ9up3VfT0qKLMz2uGbdmi93nqKTWAykqttB57TAvj8fHIAPiaGlXKnh7N/IwMVVo/UGNnp17z3Xcjger8QJQJCfrcfpC9yUl1Tv3m5PZ2fTf796tyZWZGovCPjqoiX72qCnf5sqb54Q/1PW3bpoZUVKTvvapKZa6uVkVPzgmSk5LDi++8SOPGRk5ePklmciYINBQ2aAHlDYLfEL+B6txq+oP9xMfFc3X66lqzfkp8CqHVEMH5IMUZxTjnuDJ1heBCkMnFSdqvtYNogNOhySGeqn+KpfAS3WPd1OTW0DnayfLqMnESR21eLemJ6SQlJDG+ME5pRikXblxgcGKQVbfK5rzNZCZn8lLvS7SWtHJf1n28OfimjpdKyWZheYGeQA8bEjZQmV3J4MQgH6n+CMG5IHV5dVTmVK4NYq7KqWJsdowNCRtwzlGZXcnb194mtBIia0MW2zZuY3x+XCN4z4wQHxdPbkour198nXiJp+96H8RBamIqI7Mj1OXVkZuSy76KfXSOdgI6Lqfneg+NGxvpGutaC+qam5xLYD7A2NwYY3O67ElwMUhwLkh+Wj7lWeXU59cTCocozyonOzmbztFOFlYWCMwGuBQMEjdbxvi4FnwvvaT64QcNzM7W7W3bVAdzclQH77tP9bS0VM87eVILXH89tm3b9DqgutrerjYyNKS//ejtoZB2FSwsqP1mZ6vunj6t9pWYqDq5uKj2UlamzlxNjX4YNTer4+KHmwmHNe2pU2rPhw6pzHv36r06OrSrIBxW3T17NvKlPDurA2wffFAL4YkJfa7CQrXxhAQtb/buVRvxW9nfeksL9R07IpMIUlPVSdqxQ+X0o42vrOh9OjoiwyD8pblOndJn8LuIfv7zSLT94WGt9B5/XNPHx6vdl1ctMLp8gXcC73Bx4uLa+MC+QB+913tJkAROXDnBxzd/nL7rfTRubGQxvMiqW2VgYoCk+CT6x/t5ZNMjXJ66zKpbpaWkhcaNjdrVJnB06Ch5qXksrSxRkFpAVnIWF8YvUJFdQV1+HTiYWZohtBIiFA6ttTJVZFestRiVZZbRPdZNYC7A4MQggbkAeyv2shReYnR2VMsGL+TL7vLdpCWmMReaozvQzemrp6nNreW1/tcoSC9ge9F2Tlw5QWFaIUOTQ2Ru0HAa4/PjjM+Psyl3E+lJ6WxM20hheqGWLYkp1OTWsLS6RG1uLUvhJfJS8zg/fp755XlKM0vpHO3kwaoHKc0s1UCqDoanh9m+cTuhcIiB8QHGF7XlyjnH+OI400vTjM6Mkp2czeSijhsbmxnjjcE3GJoY4oP3fZDdZbvJTM5cWyrMOcfRoaN8uPLD5KflsxxK5PBh1fHeXi3zr1xRu/BbSX1no7U1sjRPZWVkAPj587q/qkpt8Nw5dVomJiLhGRoaNF1ZWaT7rqBA73H6tOrc8ePqoFVUqDwnT0bSDA5GlgZaXlbd94e+XLumutnfr7azZ48eHxhQexkZ0Xo3J0d1vr1dn6ukRPVZRK9VVhYJGfPmm3osKSkSAsoPx1RXp2XF1JTeZ/9+vcbIiLaazc1FAkAvLGgafyz066/ru/QjD+Tna13mP4c/JnxgQJ/pwgV9F+Gw9l7Nzem1PvUp+OpX33+OV2FbW9ur3u8q4P62trYfvVea5557ru2LX3yGpCQtsP0goaGQDlB/8knN+EuXtNDZulUzxJ/p53vOb76pBV9Cgr7scFgV0+9zPnBAX35LixamW7dqwdnSopn4/e//YqDTm/GjThcV6bGhIXUSs7P1SwG0IkpNVaU+ckQzc3U10hzrd2NkZkZmoVy/rgbnB6T042f5s1f6+rTw9+ORHTum6ZKT9fzSUjWelRVV7OPHtTL0o/fPzmql5c+EWlpSh7C7OzI4c2VFK96UFHXAMjL0HTzwgJ63daueW1ur5/f3qzO2cSMsJV6nLLeAHcU76A306vIk8+M8UPEAXYEuLk9dpiK7gnPj5xCRtQCGL3S+wM7SnZRklnAueI7UxFQWVhZoKm5iZHaEgYkByrLKyEvJY3Z5lqqcKqYWp8hO1kUESzJKiI+LZ2xujNTE1LXuvoLUgrVo7/3j/STGJbLKKlnJWdTn168tHZQQl0BDQQNHBo4QWglxceIio3OjtJa2Mjg5SFNxE3PLc4TCIT5YroOKC9MLqcypZHZpluOXjrPiVihKL+LS5CUEoSK7glPDp/ho3UcpSCtgemma5fAy7SPtjM6OkpmUScdoB1nJWbSUtFCUUURPoIeS9BIWVha4P/9+khOTSUlMoed6D7tLd3Pk4hFdciW7UgcVz12nOKOYwFyAUDjESniFpuImRISr01fJTM7kyfonqc+v1y/11WVAY3i1X2unIK2A2rxa+sf7Kc4opuudEImks7qqBY2vq729aksVFZE4XTt3qt29+67q3vR0pGU4L08LOX/h9fHxyIoMzqkuT09Hvpj37NH96emRArWpSfU9HI60OMXFqVPS3Ky67Hexv/yynjM5GRnvuLio8u3cqfa+davKl56u9rVpU2QpE4jMpgoG9YPqkUf0XgUFOhC3rCyyALE/YzkY1Pt1dam9PfGEVoLnzmnlUF6uNpmTExnX5S89VlwcWV81HNbum4UFtddgUJ+3ulrfpx84sqREW+QqKyOBJM+fV6fuxNkRHmutZmvhVo2WHp/ImatnCBPmwNYDvDHwBgcaDpCdrDG1vnbya3xi8ycYnRvl8vRlnqh9gqnFKZ3VODu61iU+vzzP2bGzlGeVMzY3RkNhAyWZJQxPD9Nc0kxFdgUjsyOcC56jIK2A0szStUDJWclZv7AY9uDkIKGVEI1Fjcwvz+NwpCelsyl309qSXjcWbpCTkkPHaMdanK7QaoiWkhb2lO8hLSmN5pJmavNq6Qv28WjVo4gI9xfcvxYxfnhmmA0JG8hLySM+Ln4t0GpJRsnaQvb5qfk83/E8gbkAm/M3U5FdsRaYtbmkmRNXTlCbq6EuhmeGaS1t5czIGfJT82kuaWZ2aZZHqx8lJzmHurw6NuVsoia3hmsz10iIS0BEeGPwDZLiknis5jGKMooIzAXWZllnJ2ezq2wXFVkVpCelkxSfxODFBB56SB2BggLt3quv17pl927dzsrSPJ+djXSR+7NcGxsjga2LiiIhKXynZMsW1f/Dh1U//YkmzqnNVVXp+f51Nm3SurajQ685Pa02/PDDqnt9fVoX7tqlH1h+y3hpqdbN165FIg9s2KAf9n63YFKSbtfV6XMtL2tr2fbtal9+mAl/1nxNjdr7xITe68SJSEiK8nJ9H1u2RD6C/Ek9N26oPT/+uP5vatJ6OBjUdxEIaLngj72srNQ6t7VVbbKpScsC39eYmYm07FdWajlTXQ1f/vJ7O17i/AXXooSIfBJ43Dn3J97vTwO7nHOf/6XzngGe8X5uBs5HVdDokg8EYy2EcVtY3t3ZWP7d2Vj+3bnc7XlX4Zwr+FUHEqItCXAVuHnl4jJv3y/gnHsO+JXe4t2GiLztnGuJtRzGrWN5d2dj+XdnY/l353Iv513crz/l/53/AWpFpEpEkoDfA16NgRyGYRiGYRhRJeotXs65FRH5PPBjIB543jnXE205DMMwDMMwok0suhpxzv0IeM/B9Pcg90SX6l2K5d2djeXfnY3l353LPZt3UR9cbxiGYRiGca8SizFehmEYhmEY9yTmeMUQEXleRAIi8k6sZTFuDREpF5GjItIrIj0i8mysZTLWj4gki8hpETnr5d/BWMtk3BoiEi8iHSLyWqxlMW4NERkSkW4R6RSRt2MtT7SxrsYYIiL7gFngW865hljLY6wfESkGip1z7SKSAZwBnnLO9cZYNGMdiIgAac65WRFJBI4Dzzrn3oqxaMY6EZEvAC1ApnPuY7GWx1g/IjIEtDjn7uY4Xu+JtXjFEOfcfwM3Yi2Hces450acc+3e9gzQB5TGVipjvTjFW9qeRO/PvkLvEESkDNgP/EusZTGMW8UcL8P4DRGRSuADwKnYSmLcCl5XVScQAI445yz/7hy+DvwFsBprQYzbwgH/JSJnvFVq7inM8TKM3wARSQdeBv7cOTcda3mM9eOcCzvndqCrZ7SKiHX33wGIyMeAgHPuTKxlMW6bvc65JuAJ4HPesJt7BnO8DOM28cYGvQx81zn3g1jLY9wezrlJ4CjweKxlMdbFh4AnvXFCLwIPi8h3YiuScSs45656/wPAK0BrbCWKLuZ4GcZt4A3O/legzzn3tVjLY9waIlIgItnedgrwKHAutlIZ68E591fOuTLnXCW65NxPnXN/EGOxjHUiImnehCREJA34HeCemtlvjlcMEZF/B04Cm0VkWET+ONYyGevmQ8Cn0a/tTu/vo7EWylg3xcBREelC14894pyzsASG8dtnI3BcRM4Cp4EfOudej7FMUcXCSRiGYRiGYUQJa/EyDMMwDMOIEuZ4GYZhGIZhRAlzvAzDMAzDMKKEOV6GYRiGYRhRwhwvwzAMwzCMKGGOl2EY7ytE5AUR+WSs5TAMw/htYI6XYRh3HCKSEGsZDMMwbgdzvAzDiCki8hkR6RKRsyLybW/3PhH5uYgM+K1fIvKQiPxMRF4FekUkWUT+TUS6RaRDRD7snfdZETksIkdEZEhEPi8iX/DOeUtEcr3zdni/u0TkFRHJ8fb/mYj0evtf9Pbletfs8tI0evvbROSQJ9clEXlaRP7Bk+l1b1kpRKRZRI55iwL/WESKo/uWDcN4v2COl2EYMUNEtgJ/CzzsnNsOPOsdKgb2Ah8D/v6mJE3As865OuBzgHPObQN+HzgkIsneeQ3A08BO4CvAvHPuA+hKEZ/xzvkW8CXnXCPQDfydt/8vgQ94+//U23cQ6PD2/bWX1qcaeBh4EvgOcNSTaQHY7zlf3wQ+6ZxrBp73ZDIM4x7EmusNw4glDwPfc84FAZxzN3QZTA4751bRlq2NN51/2jk36G3vRR0anHPnROQSUOcdO+qcmwFmRGQK+A9vfzfQKCJZQLZz7pi3/xDwPW+7C/iuiBwGDt90r9/17vVTEckTkUzv2H8655ZFpBuIB/zlT7qBSmAz6gge8Z4tHhi5jXdlGMZdgDlehmG8HwndtC03bc/dRvrVm36v8uvLvf3APuDjwN+IyLb13Ms5tyoiyy6yDpt/LwF6nHN71im7YRh3MdbVaBhGLPkpcEBE8kDHUt1C2p8Bn/LS1QH3AefXk9A5NwVMiMgD3q5PA8dEJA4od84dBb4EZAHpv3Svh4Cgc256nXKeBwpEZI+XPtHrYjUM4x7EWrwMw4gZzrkeEfkK6vSEgY5bSP6PwD95XXwrwGedcyGvO289/CHwzyKSCgwAf4R2A37H64oU4BvOuUkRaQOeF5EuYN5Luy6cc0veBIFveNdNAL4O9Kz3GoZh3D1IpFXcMAzDMAzD+G1iXY2GYRiGYRhRwhwvwzAMwzCMKGGOl2EYhmEYRpQwx8swDMMwDCNKmONlGIZhGIYRJczxMgzDMAzDiBLmeBmGYRiGYUQJc7wMwzAMwzCixP8CteyrYZWG5nsAAAAASUVORK5CYII=\n", "text/plain": [ "
        " ] @@ -134,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -174,73 +162,73 @@ " \n", " \n", " 0\n", - " 52\n", + " 4052\n", " snp495_m0_.01m1_.04\n", " 5\n", " 4052\n", " 4052\n", - " 2.990684e-23\n", - " -0.418653\n", - " 0.040052\n", - " 0.424521\n", + " 7.108119e-24\n", + " -0.430418\n", + " 0.040536\n", + " 0.430004\n", + " 0.0\n", " 0.0\n", - " 0.451117\n", " \n", " \n", " 1\n", - " 392\n", + " 2392\n", " snp1422_m0_.49m1_.5\n", " 3\n", " 2392\n", " 2392\n", - " 8.251922e-23\n", - " 0.416495\n", - " 0.040300\n", - " 0.420587\n", + " 1.285284e-21\n", + " 0.409757\n", + " 0.040927\n", + " 0.409676\n", + " 0.0\n", " 0.0\n", - " 0.279710\n", " \n", " \n", " 2\n", - " 650\n", + " 2650\n", " snp1200_m0_.37m1_.36\n", " 3\n", " 2650\n", " 2650\n", - " 3.048007e-14\n", - " -0.328870\n", - " 0.042021\n", - " 0.331240\n", + " 1.501531e-13\n", + " -0.322766\n", + " 0.042478\n", + " 0.322615\n", + " 0.0\n", " 0.0\n", - " 0.279710\n", " \n", " \n", " 3\n", - " 3\n", + " 2003\n", " snp433_m0_.14m1_.11\n", " 3\n", " 2003\n", " 2003\n", - " 9.202499e-10\n", - " 0.268289\n", - " 0.042973\n", - " 0.269670\n", + " 8.084090e-10\n", + " 0.271265\n", + " 0.043298\n", + " 0.270544\n", + " 0.0\n", " 0.0\n", - " 0.279710\n", " \n", " \n", " 4\n", - " 274\n", - " snp2832_m0_.46m1_.1\n", - " 4\n", - " 3274\n", - " 3274\n", - " 7.069762e-04\n", - " -0.170421\n", - " 0.050003\n", - " 0.151124\n", + " 180\n", + " snp2504_m0_.49m1_.15\n", + " 1\n", + " 180\n", + " 180\n", + " 5.708216e-05\n", + " 0.179342\n", + " 0.044177\n", + " 0.179154\n", + " 0.0\n", " 0.0\n", - " 0.542046\n", " \n", " \n", "\n", @@ -248,21 +236,21 @@ ], "text/plain": [ " sid_index SNP Chr GenDist ChrPos PValue \\\n", - "0 52 snp495_m0_.01m1_.04 5 4052 4052 2.990684e-23 \n", - "1 392 snp1422_m0_.49m1_.5 3 2392 2392 8.251922e-23 \n", - "2 650 snp1200_m0_.37m1_.36 3 2650 2650 3.048007e-14 \n", - "3 3 snp433_m0_.14m1_.11 3 2003 2003 9.202499e-10 \n", - "4 274 snp2832_m0_.46m1_.1 4 3274 3274 7.069762e-04 \n", - "\n", - " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", - "0 -0.418653 0.040052 0.424521 0.0 0.451117 \n", - "1 0.416495 0.040300 0.420587 0.0 0.279710 \n", - "2 -0.328870 0.042021 0.331240 0.0 0.279710 \n", - "3 0.268289 0.042973 0.269670 0.0 0.279710 \n", - "4 -0.170421 0.050003 0.151124 0.0 0.542046 " + "0 4052 snp495_m0_.01m1_.04 5 4052 4052 7.108119e-24 \n", + "1 2392 snp1422_m0_.49m1_.5 3 2392 2392 1.285284e-21 \n", + "2 2650 snp1200_m0_.37m1_.36 3 2650 2650 1.501531e-13 \n", + "3 2003 snp433_m0_.14m1_.11 3 2003 2003 8.084090e-10 \n", + "4 180 snp2504_m0_.49m1_.15 1 180 180 5.708216e-05 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.430418 0.040536 0.430004 0.0 0.0 \n", + "1 0.409757 0.040927 0.409676 0.0 0.0 \n", + "2 -0.322766 0.042478 0.322615 0.0 0.0 \n", + "3 0.271265 0.043298 0.270544 0.0 0.0 \n", + "4 0.179342 0.044177 0.179154 0.0 0.0 " ] }, - "execution_count": 59, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } @@ -273,7 +261,67 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df['sid_index'].value_counts().max()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4999" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df['sid_index'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5000" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(results_df)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, "metadata": {}, "outputs": [ { @@ -293,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 42, "metadata": {}, "outputs": [ { @@ -310,7 +358,7 @@ "(500, 5000)" ] }, - "execution_count": 55, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" } @@ -322,7 +370,38 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" + ] + }, + { + "data": { + "text/plain": [ + "((5000, 500), dtype('int8'))" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed_gt = bed.read(dtype=np.float32, view_ok=False).val.T\n", + "assert bed_gt.min() >= 0\n", + "assert bed_gt.max() <= 2\n", + "bed_gt = bed_gt.astype(np.int8)\n", + "bed_gt.shape, bed_gt.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 44, "metadata": {}, "outputs": [ { @@ -337,7 +416,7 @@ " [ 5, 4999, 4999]])" ] }, - "execution_count": 56, + "execution_count": 44, "metadata": {}, "output_type": "execute_result" } @@ -349,117 +428,366 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 45, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" - ] - }, { "data": { "text/html": [ - "
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        \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
        xarray.Dataset
          • sample: 500
          • variant: 5000
            • data
              (variant, sample)
              int8
              0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
              array([[0, 0, 0, ..., 0, 0, 0],\n",
              +       "
              xarray.Dataset
                • sample: 500
                • variant: 5000
                  • data
                    (variant, sample)
                    int8
                    0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
                    array([[0, 0, 0, ..., 0, 0, 0],\n",
                            "       [0, 0, 0, ..., 0, 0, 0],\n",
                            "       [1, 1, 1, ..., 0, 0, 0],\n",
                            "       ...,\n",
                            "       [0, 0, 1, ..., 1, 1, 0],\n",
                            "       [1, 2, 1, ..., 0, 0, 2],\n",
                    -       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
                  • sample_id
                    (sample)
                    <U8
                    'cid0P0' 'cid1P0' ... 'cid499P1'
                    array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
                    +       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
                  • sample_id
                    (sample)
                    <U8
                    'cid0P0' 'cid1P0' ... 'cid499P1'
                    array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
                            "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
                            "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
                            "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
                    @@ -798,136 +1126,289 @@
                            "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
                            "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
                            "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
                    -       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
                  • family_id
                    (sample)
                    <U8
                    'cid0P0' 'cid1P0' ... 'cid499P1'
                    array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
                    -       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
                    -       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
                    -       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
                    -       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
                    -       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
                    -       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
                    -       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
                    -       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
                    -       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
                    -       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
                    -       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
                    -       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
                    -       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
                    -       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
                    -       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
                    -       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
                    -       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
                    -       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
                    -       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
                    -       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
                    -       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
                    -       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
                    -       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
                    -       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
                    -       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
                    -       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
                    -       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
                    -       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
                    -       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
                    -       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
                    -       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
                    -       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
                    -       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
                    -       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
                    -       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
                    -       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
                    -       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
                    -       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
                    -       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
                    -       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
                    -       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
                    -       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
                    -       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
                    -       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
                    -       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
                    -       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
                    -       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
                    -       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
                    -       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
                    -       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
                    -       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
                    -       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
                    -       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
                    -       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
                    -       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
                    -       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
                    -       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
                    -       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
                    -       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
                    -       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
                    -       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
                    -       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
                    -       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
                    -       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
                    -       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
                    -       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
                    -       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
                    -       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
                    -       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
                    -       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
                    -       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
                    -       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
                    -       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
                    -       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
                    -       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
                    -       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
                    -       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
                    -       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
                    -       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
                    -       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
                    -       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
                    -       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
                    -       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
                    -       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
                    -       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
                    -       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
                    -       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
                    -       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
                    -       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
                    -       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
                    -       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
                    -       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
                    -       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
                    -       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
                    -       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
                    -       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
                  • variant_id
                    (variant)
                    <U20
                    'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
                    array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
                    +       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
                  • covariate_0
                    (sample)
                    float64
                    0.5485 0.2509 ... 1.055 -0.779
                    array([ 5.48466278e-01,  2.50912280e-01, -6.38700709e-01,  4.80537418e-01,\n",
                    +       "        6.18069565e-01,  1.83567553e-01, -5.03508897e-01,  1.42197697e-01,\n",
                    +       "       -1.00877301e+00,  1.12600847e+00,  1.06794090e+00,  5.33857173e-01,\n",
                    +       "        3.94271549e-01, -3.57464610e-02, -5.05888500e-02,  7.67691850e-01,\n",
                    +       "        1.57906694e+00, -4.93921404e-01, -7.66478248e-01, -9.05857761e-01,\n",
                    +       "       -2.72108608e-01, -4.88693300e-03,  2.85425730e-01, -6.43189173e-01,\n",
                    +       "       -3.42096625e-01,  6.13864793e-01, -2.09330140e+00,  1.77952534e-01,\n",
                    +       "       -1.44188676e+00, -1.08576941e+00, -3.65755732e-01, -1.18039065e+00,\n",
                    +       "       -1.24663684e-01,  1.02660771e+00, -1.23669000e-04,  1.76187138e+00,\n",
                    +       "       -6.54983259e-01,  5.87485189e-01, -2.39044882e+00,  9.24381139e-01,\n",
                    +       "        2.67846505e-01,  1.55026399e-01, -8.67394210e-02,  9.87935159e-01,\n",
                    +       "        1.22982268e+00, -9.75797614e-01, -9.57753338e-01, -2.63972844e-01,\n",
                    +       "       -2.78345071e-01, -1.53054801e+00, -2.53027946e-01,  2.77050257e-01,\n",
                    +       "       -3.37818803e-01,  1.31623800e+00,  5.11210304e-01, -7.30989840e-01,\n",
                    +       "       -5.82193040e-02,  6.93002331e-01, -8.91450659e-01,  2.22968539e+00,\n",
                    +       "       -2.53752053e-01, -3.87704958e-01,  1.16368773e+00, -1.09107448e+00,\n",
                    +       "       -9.34021233e-01, -1.27078930e-02, -3.84992646e-01,  1.68620400e-02,\n",
                    +       "        2.79995489e+00, -9.83036950e-02, -8.32127220e-01, -8.53259179e-01,\n",
                    +       "       -9.37159108e-01,  1.05419508e+00,  3.09445285e-01, -1.94319130e-01,\n",
                    +       "       -6.65176215e-01, -2.92618040e-01, -2.69715328e+00, -4.99038609e-01,\n",
                    +       "       -1.87775339e+00,  8.59752140e-02,  1.09852410e+00, -9.51376095e-01,\n",
                    +       "        9.56404697e-01, -2.07296000e-03, -1.32774569e+00, -1.59801489e+00,\n",
                    +       "        3.15730802e-01, -8.61888477e-01,  1.44271256e+00, -5.11777000e-03,\n",
                    +       "       -1.12247241e+00, -2.06119599e-01,  1.08883757e+00,  4.33524349e-01,\n",
                    +       "        1.22259189e+00, -1.14127350e+00, -7.44790001e-01,  8.59910476e-01,\n",
                    +       "       -1.14573225e+00, -4.44446168e-01, -2.16281997e+00, -1.23312394e+00,\n",
                    +       "        2.22598703e-01,  6.11495514e-01, -2.70103217e-01, -4.76801476e-01,\n",
                    +       "       -1.06776305e+00, -4.73740662e-01, -7.27034129e-01, -3.40551830e-02,\n",
                    +       "        3.58622347e-01,  9.16703550e-01,  1.35121890e+00, -8.85755221e-01,\n",
                    +       "       -1.14404153e+00,  1.87259650e-02,  2.99024525e-01, -3.81726374e-01,\n",
                    +       "        1.69825601e+00, -6.55890197e-01,  7.52904198e-01, -8.69011170e-01,\n",
                    +       "        1.80868296e-01, -3.39623834e-01, -1.15383435e+00,  1.52012961e+00,\n",
                    +       "        8.10891290e-02,  1.19613367e-01,  8.62013759e-01, -1.81959527e+00,\n",
                    +       "        1.47364784e-01, -3.20948585e-01,  7.23862416e-01, -1.35344066e+00,\n",
                    +       "        2.72771967e+00,  1.79854641e-01, -4.03501339e-01, -9.84370066e-01,\n",
                    +       "       -4.96772060e-01, -5.76796031e-01, -9.97515507e-01,  5.20064537e-01,\n",
                    +       "       -2.71923202e-01, -1.93472466e+00,  6.05701445e-01, -1.05048750e+00,\n",
                    +       "       -1.12993084e+00,  2.98753936e-01, -5.66371091e-01, -5.44321003e-01,\n",
                    +       "       -4.86400153e-01,  3.74284496e-01,  2.07283754e-01, -7.59627330e-01,\n",
                    +       "       -9.02484605e-01,  1.27609400e+00,  1.91011451e+00, -1.01259714e+00,\n",
                    +       "        9.98825040e-02, -1.59478812e+00, -1.98498591e+00,  9.87098990e-01,\n",
                    +       "       -2.38922148e-01,  1.13649316e+00, -1.77958760e+00,  1.31822646e+00,\n",
                    +       "        5.28523240e-02,  1.75079500e-02,  1.45234980e+00,  1.75819001e+00,\n",
                    +       "       -1.37432379e-01, -6.61826166e-01,  8.12083814e-01,  1.28357622e+00,\n",
                    +       "       -4.19652548e-01,  1.54778561e+00, -5.34617500e-03,  1.38174044e+00,\n",
                    +       "        6.97025472e-01, -1.82713339e+00, -6.40693070e-02,  1.54677694e-01,\n",
                    +       "        1.38387535e+00, -1.87054921e+00, -4.38687448e-01, -7.42198700e-01,\n",
                    +       "        1.25151752e+00, -8.39244338e-01, -6.48393836e-01, -2.26195658e+00,\n",
                    +       "       -8.23517633e-01,  1.14341663e+00, -1.08239134e+00,  1.65952727e+00,\n",
                    +       "       -1.14821202e+00,  8.22631524e-01, -6.22490150e-02, -1.35466144e-01,\n",
                    +       "       -9.54607645e-01, -2.77249317e-01,  9.81876408e-01,  3.93535936e-01,\n",
                    +       "        7.20506160e-01, -1.25470853e+00,  6.06144189e-01, -1.61818062e-01,\n",
                    +       "        7.16038040e-02, -3.76990900e-01, -1.44543917e-01,  4.41063834e-01,\n",
                    +       "       -1.25951377e+00,  2.57960450e-02, -6.72954322e-01, -6.26522692e-01,\n",
                    +       "        1.43830530e+00,  3.93578430e-01, -2.06252872e-01,  4.72033005e-01,\n",
                    +       "       -5.77295262e-01, -6.75429795e-01,  1.27146128e+00, -3.57366600e-02,\n",
                    +       "       -6.22592163e-01, -1.20762535e+00,  4.21554863e-01,  7.75387897e-01,\n",
                    +       "       -8.79519135e-01, -7.84330982e-01, -9.63012467e-01,  1.17169334e+00,\n",
                    +       "       -5.74262681e-01,  1.74825495e+00,  4.98272467e-01,  1.65144229e-01,\n",
                    +       "       -1.78508812e+00, -8.08630109e-01,  1.83383153e-01,  6.97726410e-01,\n",
                    +       "       -1.84205351e-01,  7.70471949e-01, -1.66692475e+00, -1.45679756e-01,\n",
                    +       "        1.96019405e-01,  7.98875990e-02,  8.23791901e-01, -1.20358314e+00,\n",
                    +       "        7.88539970e-01, -9.44730514e-01,  4.92809481e-01,  1.09566079e-01,\n",
                    +       "       -2.13360700e+00, -1.20028370e-01,  1.39648269e+00, -2.67190817e+00,\n",
                    +       "        5.86044188e-01,  1.39483983e+00, -7.54259423e-01, -1.20446677e+00,\n",
                    +       "       -2.78104318e-01,  6.86954212e-01, -1.41195581e+00, -7.28607772e-01,\n",
                    +       "       -1.18785714e+00,  4.71266874e-01, -2.79148737e+00,  2.21299214e-01,\n",
                    +       "       -4.12378453e-01, -1.26993640e+00, -4.47289512e-01, -1.36995327e+00,\n",
                    +       "        1.52780114e+00,  1.49390777e-01, -2.12672081e+00, -5.59108036e-01,\n",
                    +       "        4.55106468e-01,  8.91218032e-01, -3.47932179e-01, -1.31778755e+00,\n",
                    +       "        3.21136780e-02, -1.40456884e+00, -5.58162252e-01,  1.22830700e+00,\n",
                    +       "       -5.82555254e-01,  4.01984715e-01,  1.12111821e+00,  6.69588852e-01,\n",
                    +       "        8.41562820e-01,  6.36955506e-01,  3.71061293e-01,  1.26313400e-01,\n",
                    +       "       -8.56317057e-01, -1.21408256e+00, -1.07564432e-01, -3.30750271e+00,\n",
                    +       "       -6.38826270e-01, -2.59067297e-01, -5.35598841e-01, -4.22692730e-02,\n",
                    +       "        3.18956453e-01, -5.77688955e-01,  3.14088727e-01,  4.37250814e-01,\n",
                    +       "       -4.40606985e-01, -2.72882916e-01, -1.02811819e+00,  6.15447942e-01,\n",
                    +       "        1.07179428e+00, -5.95513462e-01,  6.60828644e-01, -1.49971407e+00,\n",
                    +       "       -2.17547846e+00,  4.23305627e-01,  3.41586901e-01, -8.86793441e-01,\n",
                    +       "       -8.67065963e-01,  2.87432697e-01, -5.74209597e-01, -1.21804644e+00,\n",
                    +       "       -1.10720250e+00,  3.55899472e-01, -1.84623844e+00, -1.03227897e-01,\n",
                    +       "       -3.59917072e-01,  6.42539599e-01, -7.39805262e-01, -6.93687979e-01,\n",
                    +       "        1.32571093e-01, -8.37497752e-01,  1.00926499e+00, -3.46081539e-01,\n",
                    +       "        4.85040141e-01, -4.84518072e-01, -8.34292047e-01,  1.04984186e+00,\n",
                    +       "       -1.20562022e+00,  5.28219486e-01, -1.98409466e-01,  4.89704671e-01,\n",
                    +       "       -2.42544109e+00,  3.67288274e-01, -1.59814224e+00,  2.26950100e-01,\n",
                    +       "       -1.32427575e-01,  6.16435303e-01, -6.81833940e-02, -3.85058959e-01,\n",
                    +       "        7.87711642e-01,  9.40707734e-01,  1.10650656e+00, -8.69899143e-01,\n",
                    +       "       -4.68128250e-02, -6.79276878e-01,  1.02591167e-01,  6.41025477e-01,\n",
                    +       "        9.60883458e-01, -6.04364198e-01,  5.09762350e-02,  3.61264330e-01,\n",
                    +       "       -1.47595649e+00, -1.42543739e+00, -7.17952163e-01,  4.41876920e-02,\n",
                    +       "       -1.84317401e+00, -2.20345992e-01,  4.04191225e-01,  1.23792232e+00,\n",
                    +       "        3.67986670e-01,  3.08501116e-01,  1.62887056e+00,  9.39350682e-01,\n",
                    +       "        8.33600998e-01,  6.77810991e-01, -1.35031991e+00, -3.33555970e-02,\n",
                    +       "        2.44686897e-01,  5.37753972e-01, -6.65838465e-01,  5.89814049e-01,\n",
                    +       "       -9.97634757e-01, -6.76576713e-01,  3.45053789e-01,  2.98932914e-01,\n",
                    +       "       -1.29944052e+00,  2.42162905e+00,  1.91850071e+00, -5.47313696e-01,\n",
                    +       "        3.14003109e-01,  1.77683570e+00, -1.93101820e-02,  2.65813113e+00,\n",
                    +       "       -1.15145658e+00,  2.74516918e+00,  1.42447534e+00,  5.46694245e-01,\n",
                    +       "       -1.83303510e-01,  1.08767642e+00,  1.27711912e+00,  2.23841409e-01,\n",
                    +       "        1.12864542e+00, -8.73941939e-01,  1.12143923e+00, -2.04230414e+00,\n",
                    +       "        3.55767460e-01, -6.94247470e-01,  7.01898912e-01,  7.96239287e-01,\n",
                    +       "        2.28193992e-01,  5.33215233e-01, -2.02715834e+00,  6.21119103e-01,\n",
                    +       "       -1.14827587e-01, -1.10641484e+00,  2.20480369e-01, -6.92278501e-01,\n",
                    +       "        8.30422545e-01, -4.97633690e-01,  8.57330234e-01, -6.25502119e-01,\n",
                    +       "        5.23695497e-01,  9.53845861e-01,  2.75523782e+00, -7.06135068e-01,\n",
                    +       "       -2.21098476e+00, -6.47561133e-01,  1.01399810e+00,  1.17934510e-02,\n",
                    +       "       -1.44039336e+00,  1.06011239e+00,  2.52732419e-01, -1.06652773e+00,\n",
                    +       "        1.55758462e+00, -5.22069217e-01,  1.04865787e+00, -1.60938596e+00,\n",
                    +       "       -9.69175034e-01, -9.14153579e-01,  3.46810804e-01,  3.95900960e-01,\n",
                    +       "        1.38761871e-01, -2.35211843e-01, -8.63716268e-01, -3.53845034e-01,\n",
                    +       "        7.75844290e-01,  6.42781280e-01, -1.56482908e+00, -3.17478124e+00,\n",
                    +       "        5.44067672e-01,  5.33883518e-01, -5.10952950e-02,  2.32840997e+00,\n",
                    +       "        2.10496300e-03,  6.72351469e-01,  3.71551955e-01,  1.66726143e+00,\n",
                    +       "       -3.38796625e-01,  3.75961143e-01,  7.52208327e-01, -9.29773484e-01,\n",
                    +       "        1.41790603e-01,  1.36008176e+00, -1.20984345e+00, -4.05269704e-01,\n",
                    +       "       -1.28431522e-01,  1.33182405e+00, -1.90241025e-01, -8.32311090e-01,\n",
                    +       "        1.35715093e+00,  3.71655792e-01, -1.46833672e+00,  1.00981298e+00,\n",
                    +       "       -1.78199991e-01,  1.24118472e+00, -1.38596768e+00, -1.09152735e+00,\n",
                    +       "        4.77638373e-01,  2.19199296e-01, -4.54780850e-02,  6.59759502e-01,\n",
                    +       "       -2.61517837e-01,  1.35896379e+00,  1.98822502e+00, -2.51071210e-01,\n",
                    +       "       -9.79648166e-01,  5.20111323e-01, -1.44623119e+00,  2.41234158e+00,\n",
                    +       "       -3.16645435e-01, -6.93653891e-01,  1.18280252e+00, -1.93070408e-01,\n",
                    +       "        7.12123803e-01,  6.62298675e-01,  6.22167389e-01, -5.50366931e-01,\n",
                    +       "       -1.44458300e-01, -6.23505017e-01,  1.05493926e+00, -7.78997683e-01])
                  • phenotype_0
                    (sample)
                    float64
                    0.4853 -0.2077 ... -0.8066 -1.73
                    array([ 4.85339514e-01, -2.07698457e-01,  1.49090841e+00, -1.21289967e+00,\n",
                    +       "        4.29320343e-01,  7.10949240e-01, -1.16923538e+00,  1.16788747e-01,\n",
                    +       "        8.24617540e-01,  9.40848575e-01, -1.37849554e-01, -4.63825241e-01,\n",
                    +       "       -8.79120826e-01,  1.34283705e+00,  6.08668127e-01,  6.01472377e-01,\n",
                    +       "       -8.38978544e-01,  1.48311441e+00,  3.56414483e-01,  1.84012532e+00,\n",
                    +       "        2.54929073e-01,  6.84303971e-01, -1.02131013e+00,  1.17680234e+00,\n",
                    +       "        6.38884939e-01,  8.30022564e-01,  1.66306057e-01,  9.78645676e-01,\n",
                    +       "       -8.44198134e-01,  9.17335826e-01, -6.59467094e-01, -9.14012717e-01,\n",
                    +       "        5.20543587e-01,  8.34969832e-01,  6.07350850e-01,  7.86063039e-01,\n",
                    +       "       -5.76140513e-01, -3.61063100e-02, -9.52583895e-01,  4.36975876e-01,\n",
                    +       "       -1.30080044e+00,  9.32996133e-01,  5.52146109e-01, -1.99712674e+00,\n",
                    +       "        1.59553978e-01, -3.35128648e-01, -7.44545957e-01,  3.28300495e-01,\n",
                    +       "       -4.56841771e-02, -7.79161463e-01,  6.80189066e-01, -9.22300280e-01,\n",
                    +       "        1.42881542e-01, -5.04895354e-02,  3.32629529e-01, -8.27681632e-01,\n",
                    +       "       -1.24536915e+00,  2.91460161e-01, -3.70471868e-02, -1.15616867e+00,\n",
                    +       "       -1.32263346e-01,  3.16871613e-01, -9.93725372e-01,  1.83207964e-02,\n",
                    +       "        1.94898864e-01, -2.21774105e+00, -7.23089982e-01,  8.03143551e-01,\n",
                    +       "        3.30556700e-01, -6.39510129e-01, -5.89580414e-01, -1.42527042e+00,\n",
                    +       "        1.74942227e+00,  7.58371615e-01, -7.45081520e-01, -1.00139047e-01,\n",
                    +       "        1.91450814e+00,  1.28876695e+00,  1.68159756e-01, -6.92291503e-01,\n",
                    +       "       -3.59597972e-01, -1.33598632e+00, -1.11349187e+00,  7.53078775e-01,\n",
                    +       "        2.74660788e+00,  1.73635438e+00,  6.16201356e-01,  2.23165527e-01,\n",
                    +       "       -7.65558404e-02, -2.31848470e-01,  1.68238748e+00, -1.89730807e+00,\n",
                    +       "        2.09959020e-02,  8.79080117e-01,  6.06511992e-02,  1.03039084e+00,\n",
                    +       "       -3.92507210e-01,  4.87791636e-01,  6.02883547e-01,  1.56778343e-01,\n",
                    +       "        1.76939916e+00,  6.56051152e-01,  8.73668001e-02,  1.87767465e-01,\n",
                    +       "        1.15743956e+00, -1.15500645e-01,  2.22503467e-01, -1.40554093e-01,\n",
                    +       "        4.34761962e-01,  1.12539375e+00, -1.40241006e-01,  1.44306243e+00,\n",
                    +       "        1.32917205e+00,  3.37805203e-01, -2.42214554e-01, -5.53843545e-01,\n",
                    +       "        9.03810862e-02,  1.16368401e+00, -2.33253566e-01, -5.87852808e-01,\n",
                    +       "        8.64196675e-01,  2.37780902e+00,  9.43045757e-01,  2.01673254e-01,\n",
                    +       "       -5.22557237e-01,  1.89996780e+00,  4.89700121e-01,  1.82109081e+00,\n",
                    +       "        2.21429262e+00,  5.94905686e-01,  3.16508243e-01,  1.21332314e+00,\n",
                    +       "       -5.66073076e-01,  7.39389458e-02,  4.16131481e-01,  3.00521676e-01,\n",
                    +       "       -9.53390235e-01,  2.79893933e-01,  4.13164384e-01, -3.18436074e-02,\n",
                    +       "       -7.28416965e-01,  4.24042450e-01, -5.74712649e-01,  1.86759915e+00,\n",
                    +       "       -1.23023222e-01,  2.47296570e+00,  5.63752702e-01, -2.07404467e-01,\n",
                    +       "       -1.25639491e+00, -6.79841256e-01,  5.97603228e-01,  5.12550997e-02,\n",
                    +       "       -1.70571270e-03, -2.97175767e-01, -8.30465709e-01, -1.01355641e+00,\n",
                    +       "        4.38286596e-01,  7.52862006e-02,  1.33686060e+00,  7.55981207e-01,\n",
                    +       "       -5.31540303e-02,  8.85179710e-01,  6.99045134e-01, -1.25225755e+00,\n",
                    +       "        3.13539595e-01, -1.10481204e+00,  2.13866246e-01, -2.56421204e-01,\n",
                    +       "        7.75261682e-01,  1.24208805e+00, -1.52810351e+00, -5.81294607e-01,\n",
                    +       "        6.13618578e-01,  1.31183771e+00,  6.74383172e-02, -5.93712590e-02,\n",
                    +       "       -3.68992127e+00,  9.69506985e-01, -4.81006890e-01,  4.36706171e-01,\n",
                    +       "        1.22683396e+00, -1.29950308e+00, -1.46518267e-01,  5.42402618e-01,\n",
                    +       "       -1.79128872e+00, -2.46606398e+00, -8.24310550e-01, -3.07913975e+00,\n",
                    +       "       -5.33488582e-01,  1.63578257e+00,  3.28190178e-01,  3.00330145e-01,\n",
                    +       "        1.66012604e-01, -9.72922452e-03, -8.79638394e-01,  8.07283054e-01,\n",
                    +       "        1.48200225e+00, -9.02690852e-01, -1.27939892e+00, -5.82065660e-01,\n",
                    +       "       -2.09757781e+00, -2.02469786e+00, -7.22252260e-01,  2.92654662e-02,\n",
                    +       "        8.44219851e-01,  7.64565419e-01,  5.18562717e-01, -1.64687741e-01,\n",
                    +       "       -4.03436362e-01, -1.31581129e-01,  5.33284519e-01, -3.16182545e-01,\n",
                    +       "       -9.53241771e-01, -3.60140092e-02,  1.39911337e+00,  7.63383492e-01,\n",
                    +       "       -8.68371539e-01,  5.99342003e-01, -6.84603900e-01, -1.64783167e+00,\n",
                    +       "        6.47034455e-01,  8.19289444e-01,  3.48421418e-01,  3.39775273e-01,\n",
                    +       "       -3.10228906e-01,  1.14156022e+00,  1.16750450e+00,  1.56168139e-01,\n",
                    +       "       -1.21159828e+00,  5.87035311e-01, -1.49287964e-01,  3.80139163e-01,\n",
                    +       "       -7.54176325e-01,  2.66912321e+00,  5.10313605e-01, -2.68373967e-01,\n",
                    +       "        1.61663654e+00,  2.32524204e-01,  1.60554477e+00, -3.29068297e-01,\n",
                    +       "       -1.14698507e+00, -4.63573259e-02, -6.12585143e-01, -8.81771217e-01,\n",
                    +       "        1.15104096e+00,  1.16900223e+00, -1.41394979e-01, -8.01494140e-01,\n",
                    +       "        1.72516192e-02,  8.20495142e-01, -1.02948019e+00,  1.05637292e-01,\n",
                    +       "        4.61527335e-01, -2.59204249e-01,  1.81386764e-01, -1.43216156e+00,\n",
                    +       "       -1.26098533e+00,  1.77408398e+00, -1.26335600e-01,  1.71897879e+00,\n",
                    +       "        8.96423913e-02, -2.75378148e+00, -1.42157101e+00, -1.15741069e+00,\n",
                    +       "        5.23057040e-02,  1.17226269e+00, -7.97102637e-02, -1.23417647e-01,\n",
                    +       "        2.47511401e+00,  1.96260152e-01, -2.03791684e+00,  1.04008831e+00,\n",
                    +       "       -3.49744047e-02,  1.04633352e+00, -2.38381487e-01,  3.80324627e-01,\n",
                    +       "       -1.17384156e+00,  2.47418829e-01,  1.74387701e-01, -3.99858565e-01,\n",
                    +       "       -3.90250393e-01, -1.52315998e+00, -3.64113896e-02,  5.67189910e-01,\n",
                    +       "        8.72898077e-01,  1.58054879e-01, -5.03879209e-01, -9.81911333e-01,\n",
                    +       "       -2.64262623e+00, -3.99923074e-02,  6.04571541e-01,  3.81922586e-01,\n",
                    +       "        7.18557892e-01, -6.17369110e-01,  1.09226977e+00,  5.78400628e-01,\n",
                    +       "        1.50881176e+00,  4.58616992e-01, -4.88384667e-01,  7.75159420e-01,\n",
                    +       "       -7.99772907e-01,  2.84124215e-01, -8.95228038e-01, -2.73927200e-01,\n",
                    +       "        1.03994076e+00,  4.44355118e-01, -5.76116770e-02,  3.44994500e-01,\n",
                    +       "       -3.65109346e-01, -7.14999965e-01, -1.49762308e+00, -3.11713976e-01,\n",
                    +       "       -1.75523394e+00, -8.88966497e-01, -1.12952833e+00, -3.10440498e-01,\n",
                    +       "       -5.98591029e-01, -8.78017714e-02,  1.29077042e-01,  1.00505423e+00,\n",
                    +       "        2.74128335e-01, -1.30187763e+00, -1.16060752e+00,  1.43748963e+00,\n",
                    +       "       -2.98597748e-02,  5.81550677e-01, -3.80368321e-01, -1.86442407e-01,\n",
                    +       "        5.17206429e-01, -6.81784296e-01, -8.68771328e-01,  2.80827961e-02,\n",
                    +       "       -1.30463067e+00, -9.41052793e-03,  5.67554617e-01, -5.31039867e-02,\n",
                    +       "        1.48528660e-01, -1.19340037e+00,  4.35158024e-01,  1.19984077e+00,\n",
                    +       "        1.40228597e-01,  4.26821836e-01,  3.76023363e-01, -1.71071257e-01,\n",
                    +       "       -1.15577490e+00, -2.28223334e+00,  1.35927842e+00, -1.58090417e+00,\n",
                    +       "       -1.10880727e-01,  7.40424600e-01,  3.73499862e-02, -6.88165461e-01,\n",
                    +       "       -2.22896889e+00, -1.37257569e-01,  1.81696732e+00, -1.23870099e+00,\n",
                    +       "        3.59430943e-01, -2.14667619e-01,  7.72474962e-01,  4.95148183e-01,\n",
                    +       "        1.82984991e-01, -1.79936993e-01, -6.79573233e-01,  2.91653917e-01,\n",
                    +       "        8.41063859e-01,  5.10768500e-02,  1.45379563e+00, -8.68694903e-01,\n",
                    +       "        1.06015464e+00, -1.02682127e+00,  6.61118343e-01,  3.06518517e-01,\n",
                    +       "       -1.74634420e+00,  9.00928026e-02, -2.69689627e+00,  3.66936767e-01,\n",
                    +       "       -5.97394926e-01, -2.53039826e-01, -1.82069571e+00, -2.71865534e+00,\n",
                    +       "        3.86844323e-01, -6.06625330e-01,  4.62834011e-01, -7.79061594e-01,\n",
                    +       "       -8.30994929e-01, -3.29247585e-01,  1.01668249e-03, -1.92369182e+00,\n",
                    +       "        7.14026380e-02, -1.07797451e+00, -1.42929833e+00, -1.26474332e+00,\n",
                    +       "       -1.70200911e+00,  1.17754158e+00,  7.46556906e-02, -6.42883227e-01,\n",
                    +       "        1.02471550e+00, -2.06883042e-01,  5.32236139e-01, -1.60717281e+00,\n",
                    +       "        1.36194955e+00, -2.26191045e-01, -2.08228734e+00, -1.60850122e-01,\n",
                    +       "       -4.22688528e-01, -4.59340547e-01, -1.79056518e+00, -2.20390149e-01,\n",
                    +       "        8.51183057e-01,  6.01106701e-01,  4.34330751e-01, -1.47948287e-01,\n",
                    +       "        6.22780556e-01, -9.18331028e-01,  3.67387322e-01,  1.34038084e+00,\n",
                    +       "        1.33302602e+00,  2.42469587e-01,  4.19917423e-01,  9.50635208e-01,\n",
                    +       "       -6.95132295e-01, -3.56654813e+00,  9.80780372e-01,  2.52081030e-01,\n",
                    +       "        3.13842555e-01, -8.37615030e-02,  8.21276504e-01, -8.16237147e-01,\n",
                    +       "        4.43575762e-01,  6.94805268e-01, -9.81980195e-01,  7.73795158e-01,\n",
                    +       "        3.13917427e+00, -1.71408069e+00, -5.87499456e-01, -4.90192712e-01,\n",
                    +       "        2.90074287e-01, -6.42302641e-01, -2.80901396e-03, -5.79397493e-01,\n",
                    +       "       -1.17806184e+00,  5.27161395e-01,  4.27115734e-01,  2.78699725e-01,\n",
                    +       "       -7.80553190e-01, -1.03561090e+00,  2.48282760e-01,  2.16395197e-01,\n",
                    +       "       -1.28379162e+00, -1.13603693e+00, -1.77119476e-01, -7.40733775e-01,\n",
                    +       "        1.85125878e-01, -8.51316453e-02,  1.04890152e+00, -1.28409746e-01,\n",
                    +       "       -7.92873698e-01,  1.90599301e+00, -5.97949410e-01,  1.40172547e-01,\n",
                    +       "        1.41816714e+00,  8.06090855e-02, -3.30715321e-01,  8.31835982e-01,\n",
                    +       "        1.14413994e+00,  1.79939886e-01,  8.62602119e-01,  1.50274829e+00,\n",
                    +       "       -2.56499587e-01,  2.69118212e-02,  2.62636808e-01, -1.50754080e-01,\n",
                    +       "        1.29712064e+00,  5.03818823e-01, -7.88287977e-01, -4.58943843e-02,\n",
                    +       "        1.37240701e-01, -4.28329032e+00, -5.68100129e-01,  4.13066964e-01,\n",
                    +       "        1.31244021e+00,  4.52790619e-01,  5.01748788e-01, -4.73537570e-01,\n",
                    +       "       -8.42603883e-02,  1.05765134e-01, -1.95944662e-01, -2.11818096e-01,\n",
                    +       "        6.37283862e-01,  1.21698105e+00, -5.82273541e-01,  1.08118939e+00,\n",
                    +       "        5.39912079e-01, -5.95677394e-01,  2.85100290e-01, -2.77026523e-01,\n",
                    +       "        1.31535392e-01,  1.78941981e+00, -8.06594039e-01, -1.73021401e+00])
                  • variant_id
                    (variant)
                    <U20
                    'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
                    array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
                            "       ..., 'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47',\n",
                    -       "       'snp124_m0_.23m1_.08'], dtype='<U20')
                  • contig
                    (variant)
                    int64
                    1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
                    array([1, 1, 1, ..., 5, 5, 5])
                  • cm_pos
                    (variant)
                    int64
                    0 1 2 3 4 ... 4996 4997 4998 4999
                    array([   0,    1,    2, ..., 4997, 4998, 4999])
                  • pos
                    (variant)
                    int64
                    0 1 2 3 4 ... 4996 4997 4998 4999
                    array([   0,    1,    2, ..., 4997, 4998, 4999])
              " + " 'snp124_m0_.23m1_.08'], dtype='<U20')
            • contig
              (variant)
              int64
              1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
              array([1, 1, 1, ..., 5, 5, 5])
            • pos
              (variant)
              int64
              0 1 2 3 4 ... 4996 4997 4998 4999
              array([   0,    1,    2, ..., 4997, 4998, 4999])
          • " ], "text/plain": [ "\n", - "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions: (sample: 500, variant: 5000)\n", "Dimensions without coordinates: sample, variant\n", "Data variables:\n", - " data (variant, sample) int8 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0\n", - " sample_id (sample) \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
            xarray.Dataset
              • sample: 500
              • variant: 5000
                • data
                  (variant, sample)
                  int8
                  ...
                  [2500000 values with dtype=int8]
                • variant_id
                  (variant)
                  object
                  ...
                  array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24', ...,\n",
                  +       "       'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47', 'snp124_m0_.23m1_.08'],\n",
                  +       "      dtype=object)
                • contig
                  (variant)
                  int32
                  ...
                  array([1, 1, 1, ..., 5, 5, 5], dtype=int32)
                • pos
                  (variant)
                  int32
                  ...
                  array([   0,    1,    2, ..., 4997, 4998, 4999], dtype=int32)
                • sample_id
                  (sample)
                  object
                  ...
                  array(['cid0P0', 'cid1P0', 'cid2P0', ..., 'cid497P1', 'cid498P1', 'cid499P1'],\n",
                  +       "      dtype=object)
                • covariate_0
                  (sample)
                  float64
                  ...
                  array([ 0.548466,  0.250912, -0.638701, ..., -0.623505,  1.054939, -0.778998])
                • phenotype_0
                  (sample)
                  float64
                  ...
                  array([ 0.48534 , -0.207698,  1.490908, ...,  1.78942 , -0.806594, -1.730214])
              " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 ...\n", + " variant_id (variant) object ...\n", + " contig (variant) int32 ...\n", + " pos (variant) int32 ...\n", + " sample_id (sample) object ...\n", + " covariate_0 (sample) float64 ...\n", + " phenotype_0 (sample) float64 ..." + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "xr.open_dataset('data.nc')" + ] } ], "metadata": { diff --git a/tests/notebooks/synth-01/README.md b/tests/notebooks/synth-01/README.md index 670c9760..f4af6603 100644 --- a/tests/notebooks/synth-01/README.md +++ b/tests/notebooks/synth-01/README.md @@ -1,3 +1,5 @@ ### FaST-LMM Synthetic Data Export 01 Export results and data from first example in: https://nbviewer.jupyter.org/github/fastlmm/FaST-LMM/blob/master/doc/ipynb/FaST-LMM.ipynb + +The model parameterization is modified slightly in this case to disable LOCO fitting for proximal contamination control as well as heritability parameter optimization (the parameter is provided rather than optimized for). 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+ ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

              \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
              xarray.Dataset
                • sample: 500
                • variant: 5000
                  • data
                    (variant, sample)
                    int8
                    ...
                    [2500000 values with dtype=int8]
                  • variant_id
                    (variant)
                    object
                    ...
                    array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24', ...,\n",
                    +       "       'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47', 'snp124_m0_.23m1_.08'],\n",
                    +       "      dtype=object)
                  • contig
                    (variant)
                    int32
                    ...
                    array([1, 1, 1, ..., 5, 5, 5], dtype=int32)
                  • pos
                    (variant)
                    int32
                    ...
                    array([   0,    1,    2, ..., 4997, 4998, 4999], dtype=int32)
                  • sample_id
                    (sample)
                    object
                    ...
                    array(['cid0P0', 'cid1P0', 'cid2P0', ..., 'cid497P1', 'cid498P1', 'cid499P1'],\n",
                    +       "      dtype=object)
                  • covariate_0
                    (sample)
                    float64
                    ...
                    array([ 0.548466,  0.250912, -0.638701, ..., -0.623505,  1.054939, -0.778998])
                  • phenotype_0
                    (sample)
                    float64
                    ...
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                " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 ...\n", + " variant_id (variant) object ...\n", + " contig (variant) int32 ...\n", + " pos (variant) int32 ...\n", + " sample_id (sample) object ...\n", + " covariate_0 (sample) float64 ...\n", + " phenotype_0 (sample) float64 ..." + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = xr.open_dataset('data.nc')\n", + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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                " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 4052 snp495_m0_.01m1_.04 5 4052 4052 7.108119e-24 \n", + "1 2392 snp1422_m0_.49m1_.5 3 2392 2392 1.285284e-21 \n", + "2 2650 snp1200_m0_.37m1_.36 3 2650 2650 1.501531e-13 \n", + "3 2003 snp433_m0_.14m1_.11 3 2003 2003 8.084090e-10 \n", + "4 180 snp2504_m0_.49m1_.15 1 180 180 5.708216e-05 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.430418 0.040536 0.430004 0.0 0.0 \n", + "1 0.409757 0.040927 0.409676 0.0 0.0 \n", + "2 -0.322766 0.042478 0.322615 0.0 0.0 \n", + "3 0.271265 0.043298 0.270544 0.0 0.0 \n", + "4 0.179342 0.044177 0.179154 0.0 0.0 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('results.csv')\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[4052]])" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.argwhere(ds.variant_id.values == 'snp495_m0_.01m1_.04')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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                sid_indexSNPChrGenDistChrPosPValueSnpWeightSnpWeightSESnpFractVarExplMixingNullh2
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                " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "0 4052 snp495_m0_.01m1_.04 5 4052 4052 7.108119e-24 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.430418 0.040536 0.430004 0.0 0.0 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.pipe(lambda df: df[df['Chr'] == 5]).pipe(lambda df: df[df['ChrPos'] == 4052])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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                " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue \\\n", + "1 2392 snp1422_m0_.49m1_.5 3 2392 2392 1.285284e-21 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "1 0.409757 0.040927 0.409676 0.0 0.0 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.pipe(lambda df: df[df['Chr'] == 3]).pipe(lambda df: df[df['ChrPos'] == 2392])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[2392]])" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.argwhere(ds.variant_id.values == 'snp1422_m0_.49m1_.5')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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                " + ], + "text/plain": [ + " sid_index SNP Chr GenDist ChrPos PValue SnpWeight \\\n", + "4 180 snp2504_m0_.49m1_.15 1 180 180 0.000057 0.179342 \n", + "\n", + " SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "4 0.044177 0.179154 0.0 0.0 " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.pipe(lambda df: df[df['Chr'] == 1]).pipe(lambda df: df[df['ChrPos'] == 180])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[180]])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.argwhere(ds.variant_id.values == 'snp2504_m0_.49m1_.15')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((500, 5000), (500, 500), (500,), (5000, 5000))" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Xf = ds.data.values.T\n", + "\n", + "Xf = (Xf - Xf.mean(axis=0, keepdims=True)) / (Xf.std(axis=0, keepdims=True))\n", + "\n", + "u, s, v = np.linalg.svd(Xf)\n", + "Xf.shape, u.shape, s.shape, v.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2.4859660134681223e-13, 379.24053399391164)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.min(), s.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3, 500)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#X = ds.data.values[[4052]]\n", + "#X = Xf.T[[4052]]\n", + "#X = Xf.T[[2392]]\n", + "X = Xf.T[[180]]\n", + "\n", + "cov = ds.covariate_0.values[np.newaxis]\n", + "X = np.concatenate((\n", + " X, \n", + " cov,\n", + " np.ones((1,X.shape[1]))\n", + "), axis=0)\n", + "X.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "metadata": {}, + "outputs": [], + "source": [ + "from fastlmm.inference import lmm_cov \n", + "lmm = lmm_cov.LMM()\n", + "\n", + "# where eigendecomp is done in fastlmm:\n", + "# https://github.com/fastlmm/FaST-LMM/blob/ff183d3aa09c78cf5fdf1961e9241e8a9b9dd172/fastlmm/inference/lmm_cov.py#L84\n", + "# https://github.com/fastlmm/FaST-LMM/blob/master/fastlmm/association/single_snp.py#L550\n", + "Xcov = np.concatenate((\n", + " ds.covariate_0.values[np.newaxis],\n", + " np.ones((1, 500))\n", + "), axis=0)\n", + "lmm = lmm_cov.LMM(\n", + " forcefullrank=True,\n", + " X=Xcov.T, \n", + " Y=ds.phenotype_0.values.reshape(-1, 1), \n", + " #K=ds.data.values.T.astype('float32') @ ds.data.values.astype('float32'), \n", + " K=Xf @ Xf.T,\n", + " G=None, \n", + " inplace=False\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((498,), (500, 498))" + ] + }, + "execution_count": 106, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s_lmm, u_lmm = lmm.getSU()\n", + "s_lmm.shape, u_lmm.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2241.6867958327034, 143742.05458977356)" + ] + }, + "execution_count": 107, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s_lmm.min(), s_lmm.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(498, 5000)" + ] + }, + "execution_count": 108, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lmm.rotate(Xf)[0].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(498, 1)" + ] + }, + "execution_count": 109, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lmm.getUY()[0].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(498, 1)" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lmm.rotate(Xf)[0][:, [23]].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(6.180027020118588e-26, 143823.38262398724)" + ] + }, + "execution_count": 111, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(s[:,np.newaxis]**2).min(), (s[:,np.newaxis]**2).max()" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "metadata": {}, + "outputs": [], + "source": [ + "def run(ds, idx, lmm):\n", + " Xf = ds.data.values.T\n", + " ni, nv = Xf.shape\n", + " Xf = (Xf - Xf.mean(axis=0, keepdims=True)) / (Xf.std(axis=0, keepdims=True))\n", + " \n", + " s, _ = lmm.getSU()\n", + " Xfr = lmm.rotate(Xf)[0]\n", + " Yr = lmm.getUY()[0][:, 0]\n", + " \n", + " res = []\n", + " for i in idx:\n", + " Xm = Xfr[:, [i]]\n", + " m = sm.WLS(Yr, Xm, weights=1./np.sqrt(s), hasconst=False).fit()\n", + " sid = ds.variant_id.values[i]\n", + " res.append((i, sid, m))\n", + " return pd.DataFrame(res, columns=['i', 'sid', 'm'])" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 5000 entries, 0 to 4999\n", + "Data columns (total 7 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 SNP 5000 non-null object \n", + " 1 SnpWeight 5000 non-null float64\n", + " 2 PValue 5000 non-null float64\n", + " 3 i 5000 non-null int64 \n", + " 4 m 5000 non-null object \n", + " 5 beta 5000 non-null float64\n", + " 6 p 5000 non-null float64\n", + "dtypes: float64(4), int64(1), object(2)\n", + "memory usage: 312.5+ KB\n" + ] + } + ], + "source": [ + "dfm = run(ds, np.arange(5000), lmm)\n", + "dfc = pd.merge(df[['SNP', 'SnpWeight', 'PValue']], dfm.rename(columns={'sid': 'SNP'}), on='SNP', how='inner')\n", + "dfc['beta'] = dfc['m'].apply(lambda x: x.params[0])\n", + "dfc['p'] = dfc['m'].apply(lambda x: x.pvalues[0])\n", + "dfc.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 5000.000000\n", + "mean -0.001772\n", + "std 0.021996\n", + "min -0.074882\n", + "25% -0.017357\n", + "50% -0.001473\n", + "75% 0.013566\n", + "max 0.082813\n", + "dtype: float64" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(dfc['beta'] - dfc['SnpWeight']).describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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                " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "(dfc['beta'] - dfc['SnpWeight']).hist(bins=128)" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 5000.000000\n", + "mean -0.230668\n", + "std 0.698193\n", + "min -4.126438\n", + "25% -0.622272\n", + "50% -0.152654\n", + "75% 0.169319\n", + "max 3.156768\n", + "dtype: float64" + ] + }, + "execution_count": 146, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .pipe(lambda df: df['p1'] - df['p2'])\\\n", + " .describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 147, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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                " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .plot(kind='scatter', x='p1', y='p2')" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 148, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
                " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .pipe(lambda df: df['p1'] - df['p2'])\\\n", + " .plot(kind='hist', bins=128)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "------" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [], + "source": [ + "def run(ds, idx):\n", + " Xf = ds.data.values.T\n", + " ni, nv = Xf.shape\n", + " Xf = (Xf - Xf.mean(axis=0, keepdims=True)) / (Xf.std(axis=0, keepdims=True))\n", + "\n", + " u, s, v = np.linalg.svd(Xf)\n", + " \n", + " cov = ds.covariate_0.values[np.newaxis]\n", + " \n", + " res = []\n", + " for i in idx:\n", + " X = Xf.T[i] \n", + " X = np.concatenate((\n", + " X[np.newaxis], \n", + " cov,\n", + " np.ones((1,ni))\n", + " ), axis=0)\n", + "\n", + " Y = ds.phenotype_0.values\n", + "\n", + " Xp = u.T @ X.T\n", + " Yp = u.T @ Y\n", + " \n", + " m = sm.WLS(Yp, Xp, weights=1./(s), hasconst=True).fit()\n", + " \n", + " sid = ds.variant_id.values[i]\n", + " res.append((i, sid, m))\n", + " return pd.DataFrame(res, columns=['i', 'sid', 'm'])" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 5000 entries, 0 to 4999\n", + "Data columns (total 7 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 SNP 5000 non-null object \n", + " 1 SnpWeight 5000 non-null float64\n", + " 2 PValue 5000 non-null float64\n", + " 3 i 5000 non-null int64 \n", + " 4 m 5000 non-null object \n", + " 5 beta 5000 non-null float64\n", + " 6 p 5000 non-null float64\n", + "dtypes: float64(4), int64(1), object(2)\n", + "memory usage: 312.5+ KB\n" + ] + } + ], + "source": [ + "dfm = run(ds, np.arange(5000))\n", + "dfc = pd.merge(df[['SNP', 'SnpWeight', 'PValue']], dfm.rename(columns={'sid': 'SNP'}), on='SNP', how='inner')\n", + "dfc['beta'] = dfc['m'].apply(lambda x: x.params[0])\n", + "dfc['p'] = dfc['m'].apply(lambda x: x.pvalues[0])\n", + "dfc.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 5000.000000\n", + "mean -0.001772\n", + "std 0.021994\n", + "min -0.074857\n", + "25% -0.017352\n", + "50% -0.001479\n", + "75% 0.013563\n", + "max 0.082815\n", + "dtype: float64" + ] + }, + "execution_count": 152, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(dfc['beta'] - dfc['SnpWeight']).describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 153, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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                " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "(dfc['beta'] - dfc['SnpWeight']).hist(bins=128)" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 5000.000000\n", + "mean -0.230677\n", + "std 0.698125\n", + "min -4.125827\n", + "25% -0.622239\n", + "50% -0.152603\n", + "75% 0.169677\n", + "max 3.155749\n", + "dtype: float64" + ] + }, + "execution_count": 155, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .pipe(lambda df: df['p1'] - df['p2'])\\\n", + " .describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 156, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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                " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .plot(kind='scatter', x='p1', y='p2')" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 157, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
                " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "dfc\\\n", + " .assign(p1=lambda df: -df['p'].apply(np.log))\\\n", + " .assign(p2=lambda df: -df['PValue'].apply(np.log))\\\n", + " .pipe(lambda df: df['p1'] - df['p2'])\\\n", + " .plot(kind='hist', bins=128)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/tests/notebooks/synth-01/export.ipynb b/tests/notebooks/synth-01/export.ipynb index 517902bf..793a3702 100644 --- a/tests/notebooks/synth-01/export.ipynb +++ b/tests/notebooks/synth-01/export.ipynb @@ -16,11 +16,12 @@ "outputs": [], "source": [ "# import the algorithm\n", - "!pip install xarray zarr\n", + "!pip install -q xarray zarr\n", "import os\n", "import os.path as osp\n", "import numpy as np\n", "import xarray as xr\n", + "import pandas as pd\n", "from fastlmm.association import single_snp\n", "from pysnptools.snpreader import Bed\n", "repo_dir = \"/work/FaST-LMM\"" @@ -28,7 +29,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -41,60 +42,40 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n", "Loading fam file /work/FaST-LMM/tests/datasets/synth/all.fam\n", + "Loading bim file /work/FaST-LMM/tests/datasets/synth/all.bim\n", "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", + "reading 5000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n", - "0.08 seconds elapsed\n", - "h2=0.6149633560168088\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.0163266658782959\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.021387338638305664\n", - "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", - "0.06 seconds elapsed\n", - "h2=0.5342624467748883\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.01574993133544922\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.021263599395751953\n", - "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", - "0.07 seconds elapsed\n", - "h2=0.2797104739328243\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.01983356475830078\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.019928932189941406\n", - "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", - "0.06 seconds elapsed\n", - "h2=0.5420459884560497\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.021071434020996094\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.025470256805419922\n", - "Setting GB_goal to 0.1446951289176941 GB\n", - "reading 4000 SNPs in blocks of 500 and adding up kernels (for 500 individuals)\n", - "0.06 seconds elapsed\n", - "h2=0.4511165760152969\n", - "single_snp: Working on snp block 0 of 2\n", - "time=0.017426252365112305\n", - "single_snp: Working on snp block 1 of 2\n", - "time=0.01979660987854004\n", - "PhenotypeName\tpheno0\n", - "SampleSize\t500\n", - "SNPCount\t5000\n", - "Runtime\t0.8344700336456299\n" + "0.18 seconds elapsed\n", + "h2=0\n", + "single_snp: Working on snp block 0 of 10\n", + "time=0.0727834701538086\n", + "single_snp: Working on snp block 1 of 10\n", + "time=0.028245210647583008\n", + "single_snp: Working on snp block 2 of 10\n", + "time=0.028414249420166016\n", + "single_snp: Working on snp block 3 of 10\n", + "time=0.024550914764404297\n", + "single_snp: Working on snp block 4 of 10\n", + "time=0.026447296142578125\n", + "single_snp: Working on snp block 5 of 10\n", + "time=0.028400182723999023\n", + "single_snp: Working on snp block 6 of 10\n", + "time=0.02503514289855957\n", + "single_snp: Working on snp block 7 of 10\n", + "time=0.027478456497192383\n", + "single_snp: Working on snp block 8 of 10\n", + "time=0.026927709579467773\n", + "single_snp: Working on snp block 9 of 10\n", + "time=0.040212392807006836\n" ] } ], @@ -102,17 +83,24 @@ "# run gwas\n", "###################################################################\n", "count_A1 = True\n", - "results_df = single_snp(bed_fn, pheno_fn, covar=cov_fn, count_A1=count_A1)" + "results_df = single_snp(\n", + " bed_fn, pheno_fn, covar=cov_fn, \n", + " count_A1=count_A1, \n", + " # Force these settings to make parity easier to reach\n", + " leave_out_one_chrom=False, \n", + " h2=0,\n", + " force_full_rank=True\n", + ")" ] }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 36, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
                " ] @@ -134,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -174,73 +162,73 @@ " \n", " \n", " 0\n", - " 52\n", + " 4052\n", " snp495_m0_.01m1_.04\n", " 5\n", " 4052\n", " 4052\n", - " 2.990684e-23\n", - " -0.418653\n", - " 0.040052\n", - " 0.424521\n", + " 7.108119e-24\n", + " -0.430418\n", + " 0.040536\n", + " 0.430004\n", + " 0.0\n", " 0.0\n", - " 0.451117\n", " \n", " \n", " 1\n", - " 392\n", + " 2392\n", " snp1422_m0_.49m1_.5\n", " 3\n", " 2392\n", " 2392\n", - " 8.251922e-23\n", - " 0.416495\n", - " 0.040300\n", - " 0.420587\n", + " 1.285284e-21\n", + " 0.409757\n", + " 0.040927\n", + " 0.409676\n", + " 0.0\n", " 0.0\n", - " 0.279710\n", " \n", " \n", " 2\n", - " 650\n", + " 2650\n", " snp1200_m0_.37m1_.36\n", " 3\n", " 2650\n", " 2650\n", - " 3.048007e-14\n", - " -0.328870\n", - " 0.042021\n", - " 0.331240\n", + " 1.501531e-13\n", + " -0.322766\n", + " 0.042478\n", + " 0.322615\n", + " 0.0\n", " 0.0\n", - " 0.279710\n", " \n", " \n", " 3\n", - " 3\n", + " 2003\n", " snp433_m0_.14m1_.11\n", " 3\n", " 2003\n", " 2003\n", - " 9.202499e-10\n", - " 0.268289\n", - " 0.042973\n", - " 0.269670\n", + " 8.084090e-10\n", + " 0.271265\n", + " 0.043298\n", + " 0.270544\n", + " 0.0\n", " 0.0\n", - " 0.279710\n", " \n", " \n", " 4\n", - " 274\n", - " snp2832_m0_.46m1_.1\n", - " 4\n", - " 3274\n", - " 3274\n", - " 7.069762e-04\n", - " -0.170421\n", - " 0.050003\n", - " 0.151124\n", + " 180\n", + " snp2504_m0_.49m1_.15\n", + " 1\n", + " 180\n", + " 180\n", + " 5.708216e-05\n", + " 0.179342\n", + " 0.044177\n", + " 0.179154\n", + " 0.0\n", " 0.0\n", - " 0.542046\n", " \n", " \n", "\n", @@ -248,21 +236,21 @@ ], "text/plain": [ " sid_index SNP Chr GenDist ChrPos PValue \\\n", - "0 52 snp495_m0_.01m1_.04 5 4052 4052 2.990684e-23 \n", - "1 392 snp1422_m0_.49m1_.5 3 2392 2392 8.251922e-23 \n", - "2 650 snp1200_m0_.37m1_.36 3 2650 2650 3.048007e-14 \n", - "3 3 snp433_m0_.14m1_.11 3 2003 2003 9.202499e-10 \n", - "4 274 snp2832_m0_.46m1_.1 4 3274 3274 7.069762e-04 \n", - "\n", - " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", - "0 -0.418653 0.040052 0.424521 0.0 0.451117 \n", - "1 0.416495 0.040300 0.420587 0.0 0.279710 \n", - "2 -0.328870 0.042021 0.331240 0.0 0.279710 \n", - "3 0.268289 0.042973 0.269670 0.0 0.279710 \n", - "4 -0.170421 0.050003 0.151124 0.0 0.542046 " + "0 4052 snp495_m0_.01m1_.04 5 4052 4052 7.108119e-24 \n", + "1 2392 snp1422_m0_.49m1_.5 3 2392 2392 1.285284e-21 \n", + "2 2650 snp1200_m0_.37m1_.36 3 2650 2650 1.501531e-13 \n", + "3 2003 snp433_m0_.14m1_.11 3 2003 2003 8.084090e-10 \n", + "4 180 snp2504_m0_.49m1_.15 1 180 180 5.708216e-05 \n", + "\n", + " SnpWeight SnpWeightSE SnpFractVarExpl Mixing Nullh2 \n", + "0 -0.430418 0.040536 0.430004 0.0 0.0 \n", + "1 0.409757 0.040927 0.409676 0.0 0.0 \n", + "2 -0.322766 0.042478 0.322615 0.0 0.0 \n", + "3 0.271265 0.043298 0.270544 0.0 0.0 \n", + "4 0.179342 0.044177 0.179154 0.0 0.0 " ] }, - "execution_count": 59, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } @@ -273,7 +261,67 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df['sid_index'].value_counts().max()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4999" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results_df['sid_index'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5000" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(results_df)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, "metadata": {}, "outputs": [ { @@ -293,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 42, "metadata": {}, "outputs": [ { @@ -310,7 +358,7 @@ "(500, 5000)" ] }, - "execution_count": 55, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" } @@ -322,7 +370,38 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" + ] + }, + { + "data": { + "text/plain": [ + "((5000, 500), dtype('int8'))" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bed_gt = bed.read(dtype=np.float32, view_ok=False).val.T\n", + "assert bed_gt.min() >= 0\n", + "assert bed_gt.max() <= 2\n", + "bed_gt = bed_gt.astype(np.int8)\n", + "bed_gt.shape, bed_gt.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 44, "metadata": {}, "outputs": [ { @@ -337,7 +416,7 @@ " [ 5, 4999, 4999]])" ] }, - "execution_count": 56, + "execution_count": 44, "metadata": {}, "output_type": "execute_result" } @@ -349,117 +428,366 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 45, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "bed file is open /work/FaST-LMM/tests/datasets/synth/all.bed\n" - ] - }, { "data": { "text/html": [ - "
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                iidfidv
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                \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
                xarray.Dataset
                  • sample: 500
                  • variant: 5000
                    • data
                      (variant, sample)
                      int8
                      0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
                      array([[0, 0, 0, ..., 0, 0, 0],\n",
                      +       "
                      xarray.Dataset
                        • sample: 500
                        • variant: 5000
                          • data
                            (variant, sample)
                            int8
                            0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
                            array([[0, 0, 0, ..., 0, 0, 0],\n",
                                    "       [0, 0, 0, ..., 0, 0, 0],\n",
                                    "       [1, 1, 1, ..., 0, 0, 0],\n",
                                    "       ...,\n",
                                    "       [0, 0, 1, ..., 1, 1, 0],\n",
                                    "       [1, 2, 1, ..., 0, 0, 2],\n",
                            -       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
                          • sample_id
                            (sample)
                            <U8
                            'cid0P0' 'cid1P0' ... 'cid499P1'
                            array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
                            +       "       [0, 0, 1, ..., 0, 0, 0]], dtype=int8)
                          • sample_id
                            (sample)
                            <U8
                            'cid0P0' 'cid1P0' ... 'cid499P1'
                            array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
                                    "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
                                    "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
                                    "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
                            @@ -798,136 +1126,289 @@
                                    "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
                                    "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
                                    "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
                            -       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
                          • family_id
                            (sample)
                            <U8
                            'cid0P0' 'cid1P0' ... 'cid499P1'
                            array(['cid0P0', 'cid1P0', 'cid2P0', 'cid3P0', 'cid4P0', 'cid5P0',\n",
                            -       "       'cid6P0', 'cid7P0', 'cid8P0', 'cid9P0', 'cid10P0', 'cid11P0',\n",
                            -       "       'cid12P0', 'cid13P0', 'cid14P0', 'cid15P0', 'cid16P0', 'cid17P0',\n",
                            -       "       'cid18P0', 'cid19P0', 'cid20P0', 'cid21P0', 'cid22P0', 'cid23P0',\n",
                            -       "       'cid24P0', 'cid25P0', 'cid26P0', 'cid27P0', 'cid28P0', 'cid29P0',\n",
                            -       "       'cid30P0', 'cid31P0', 'cid32P0', 'cid33P0', 'cid34P0', 'cid35P0',\n",
                            -       "       'cid36P0', 'cid37P0', 'cid38P0', 'cid39P0', 'cid40P0', 'cid41P0',\n",
                            -       "       'cid42P0', 'cid43P0', 'cid44P0', 'cid45P0', 'cid46P0', 'cid47P0',\n",
                            -       "       'cid48P0', 'cid49P0', 'cid50P0', 'cid51P0', 'cid52P0', 'cid53P0',\n",
                            -       "       'cid54P0', 'cid55P0', 'cid56P0', 'cid57P0', 'cid58P0', 'cid59P0',\n",
                            -       "       'cid60P0', 'cid61P0', 'cid62P0', 'cid63P0', 'cid64P0', 'cid65P0',\n",
                            -       "       'cid66P0', 'cid67P0', 'cid68P0', 'cid69P0', 'cid70P0', 'cid71P0',\n",
                            -       "       'cid72P0', 'cid73P0', 'cid74P0', 'cid75P0', 'cid76P0', 'cid77P0',\n",
                            -       "       'cid78P0', 'cid79P0', 'cid80P0', 'cid81P0', 'cid82P0', 'cid83P0',\n",
                            -       "       'cid84P0', 'cid85P0', 'cid86P0', 'cid87P0', 'cid88P0', 'cid89P0',\n",
                            -       "       'cid90P0', 'cid91P0', 'cid92P0', 'cid93P0', 'cid94P0', 'cid95P0',\n",
                            -       "       'cid96P0', 'cid97P0', 'cid98P0', 'cid99P0', 'cid100P0', 'cid101P0',\n",
                            -       "       'cid102P0', 'cid103P0', 'cid104P0', 'cid105P0', 'cid106P0',\n",
                            -       "       'cid107P0', 'cid108P0', 'cid109P0', 'cid110P0', 'cid111P0',\n",
                            -       "       'cid112P0', 'cid113P0', 'cid114P0', 'cid115P0', 'cid116P0',\n",
                            -       "       'cid117P0', 'cid118P0', 'cid119P0', 'cid120P0', 'cid121P0',\n",
                            -       "       'cid122P0', 'cid123P0', 'cid124P0', 'cid125P0', 'cid126P0',\n",
                            -       "       'cid127P0', 'cid128P0', 'cid129P0', 'cid130P0', 'cid131P0',\n",
                            -       "       'cid132P0', 'cid133P0', 'cid134P0', 'cid135P0', 'cid136P0',\n",
                            -       "       'cid137P0', 'cid138P0', 'cid139P0', 'cid140P0', 'cid141P0',\n",
                            -       "       'cid142P0', 'cid143P0', 'cid144P0', 'cid145P0', 'cid146P0',\n",
                            -       "       'cid147P0', 'cid148P0', 'cid149P0', 'cid150P0', 'cid151P0',\n",
                            -       "       'cid152P0', 'cid153P0', 'cid154P0', 'cid155P0', 'cid156P0',\n",
                            -       "       'cid157P0', 'cid158P0', 'cid159P0', 'cid160P0', 'cid161P0',\n",
                            -       "       'cid162P0', 'cid163P0', 'cid164P0', 'cid165P0', 'cid166P0',\n",
                            -       "       'cid167P0', 'cid168P0', 'cid169P0', 'cid170P0', 'cid171P0',\n",
                            -       "       'cid172P0', 'cid173P0', 'cid174P0', 'cid175P0', 'cid176P0',\n",
                            -       "       'cid177P0', 'cid178P0', 'cid179P0', 'cid180P0', 'cid181P0',\n",
                            -       "       'cid182P0', 'cid183P0', 'cid184P0', 'cid185P0', 'cid186P0',\n",
                            -       "       'cid187P0', 'cid188P0', 'cid189P0', 'cid190P0', 'cid191P0',\n",
                            -       "       'cid192P0', 'cid193P0', 'cid194P0', 'cid195P0', 'cid196P0',\n",
                            -       "       'cid197P0', 'cid198P0', 'cid199P0', 'cid200P0', 'cid201P0',\n",
                            -       "       'cid202P0', 'cid203P0', 'cid204P0', 'cid205P0', 'cid206P0',\n",
                            -       "       'cid207P0', 'cid208P0', 'cid209P0', 'cid210P0', 'cid211P0',\n",
                            -       "       'cid212P0', 'cid213P0', 'cid214P0', 'cid215P0', 'cid216P0',\n",
                            -       "       'cid217P0', 'cid218P0', 'cid219P0', 'cid220P0', 'cid221P0',\n",
                            -       "       'cid222P0', 'cid223P0', 'cid224P0', 'cid225P0', 'cid226P0',\n",
                            -       "       'cid227P0', 'cid228P0', 'cid229P0', 'cid230P0', 'cid231P0',\n",
                            -       "       'cid232P0', 'cid233P0', 'cid234P0', 'cid235P0', 'cid236P0',\n",
                            -       "       'cid237P0', 'cid238P0', 'cid239P0', 'cid240P0', 'cid241P0',\n",
                            -       "       'cid242P0', 'cid243P0', 'cid244P0', 'cid245P0', 'cid246P0',\n",
                            -       "       'cid247P0', 'cid248P0', 'cid249P0', 'cid250P1', 'cid251P1',\n",
                            -       "       'cid252P1', 'cid253P1', 'cid254P1', 'cid255P1', 'cid256P1',\n",
                            -       "       'cid257P1', 'cid258P1', 'cid259P1', 'cid260P1', 'cid261P1',\n",
                            -       "       'cid262P1', 'cid263P1', 'cid264P1', 'cid265P1', 'cid266P1',\n",
                            -       "       'cid267P1', 'cid268P1', 'cid269P1', 'cid270P1', 'cid271P1',\n",
                            -       "       'cid272P1', 'cid273P1', 'cid274P1', 'cid275P1', 'cid276P1',\n",
                            -       "       'cid277P1', 'cid278P1', 'cid279P1', 'cid280P1', 'cid281P1',\n",
                            -       "       'cid282P1', 'cid283P1', 'cid284P1', 'cid285P1', 'cid286P1',\n",
                            -       "       'cid287P1', 'cid288P1', 'cid289P1', 'cid290P1', 'cid291P1',\n",
                            -       "       'cid292P1', 'cid293P1', 'cid294P1', 'cid295P1', 'cid296P1',\n",
                            -       "       'cid297P1', 'cid298P1', 'cid299P1', 'cid300P1', 'cid301P1',\n",
                            -       "       'cid302P1', 'cid303P1', 'cid304P1', 'cid305P1', 'cid306P1',\n",
                            -       "       'cid307P1', 'cid308P1', 'cid309P1', 'cid310P1', 'cid311P1',\n",
                            -       "       'cid312P1', 'cid313P1', 'cid314P1', 'cid315P1', 'cid316P1',\n",
                            -       "       'cid317P1', 'cid318P1', 'cid319P1', 'cid320P1', 'cid321P1',\n",
                            -       "       'cid322P1', 'cid323P1', 'cid324P1', 'cid325P1', 'cid326P1',\n",
                            -       "       'cid327P1', 'cid328P1', 'cid329P1', 'cid330P1', 'cid331P1',\n",
                            -       "       'cid332P1', 'cid333P1', 'cid334P1', 'cid335P1', 'cid336P1',\n",
                            -       "       'cid337P1', 'cid338P1', 'cid339P1', 'cid340P1', 'cid341P1',\n",
                            -       "       'cid342P1', 'cid343P1', 'cid344P1', 'cid345P1', 'cid346P1',\n",
                            -       "       'cid347P1', 'cid348P1', 'cid349P1', 'cid350P1', 'cid351P1',\n",
                            -       "       'cid352P1', 'cid353P1', 'cid354P1', 'cid355P1', 'cid356P1',\n",
                            -       "       'cid357P1', 'cid358P1', 'cid359P1', 'cid360P1', 'cid361P1',\n",
                            -       "       'cid362P1', 'cid363P1', 'cid364P1', 'cid365P1', 'cid366P1',\n",
                            -       "       'cid367P1', 'cid368P1', 'cid369P1', 'cid370P1', 'cid371P1',\n",
                            -       "       'cid372P1', 'cid373P1', 'cid374P1', 'cid375P1', 'cid376P1',\n",
                            -       "       'cid377P1', 'cid378P1', 'cid379P1', 'cid380P1', 'cid381P1',\n",
                            -       "       'cid382P1', 'cid383P1', 'cid384P1', 'cid385P1', 'cid386P1',\n",
                            -       "       'cid387P1', 'cid388P1', 'cid389P1', 'cid390P1', 'cid391P1',\n",
                            -       "       'cid392P1', 'cid393P1', 'cid394P1', 'cid395P1', 'cid396P1',\n",
                            -       "       'cid397P1', 'cid398P1', 'cid399P1', 'cid400P1', 'cid401P1',\n",
                            -       "       'cid402P1', 'cid403P1', 'cid404P1', 'cid405P1', 'cid406P1',\n",
                            -       "       'cid407P1', 'cid408P1', 'cid409P1', 'cid410P1', 'cid411P1',\n",
                            -       "       'cid412P1', 'cid413P1', 'cid414P1', 'cid415P1', 'cid416P1',\n",
                            -       "       'cid417P1', 'cid418P1', 'cid419P1', 'cid420P1', 'cid421P1',\n",
                            -       "       'cid422P1', 'cid423P1', 'cid424P1', 'cid425P1', 'cid426P1',\n",
                            -       "       'cid427P1', 'cid428P1', 'cid429P1', 'cid430P1', 'cid431P1',\n",
                            -       "       'cid432P1', 'cid433P1', 'cid434P1', 'cid435P1', 'cid436P1',\n",
                            -       "       'cid437P1', 'cid438P1', 'cid439P1', 'cid440P1', 'cid441P1',\n",
                            -       "       'cid442P1', 'cid443P1', 'cid444P1', 'cid445P1', 'cid446P1',\n",
                            -       "       'cid447P1', 'cid448P1', 'cid449P1', 'cid450P1', 'cid451P1',\n",
                            -       "       'cid452P1', 'cid453P1', 'cid454P1', 'cid455P1', 'cid456P1',\n",
                            -       "       'cid457P1', 'cid458P1', 'cid459P1', 'cid460P1', 'cid461P1',\n",
                            -       "       'cid462P1', 'cid463P1', 'cid464P1', 'cid465P1', 'cid466P1',\n",
                            -       "       'cid467P1', 'cid468P1', 'cid469P1', 'cid470P1', 'cid471P1',\n",
                            -       "       'cid472P1', 'cid473P1', 'cid474P1', 'cid475P1', 'cid476P1',\n",
                            -       "       'cid477P1', 'cid478P1', 'cid479P1', 'cid480P1', 'cid481P1',\n",
                            -       "       'cid482P1', 'cid483P1', 'cid484P1', 'cid485P1', 'cid486P1',\n",
                            -       "       'cid487P1', 'cid488P1', 'cid489P1', 'cid490P1', 'cid491P1',\n",
                            -       "       'cid492P1', 'cid493P1', 'cid494P1', 'cid495P1', 'cid496P1',\n",
                            -       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
                          • variant_id
                            (variant)
                            <U20
                            'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
                            array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
                            +       "       'cid497P1', 'cid498P1', 'cid499P1'], dtype='<U8')
                          • covariate_0
                            (sample)
                            float64
                            0.5485 0.2509 ... 1.055 -0.779
                            array([ 5.48466278e-01,  2.50912280e-01, -6.38700709e-01,  4.80537418e-01,\n",
                            +       "        6.18069565e-01,  1.83567553e-01, -5.03508897e-01,  1.42197697e-01,\n",
                            +       "       -1.00877301e+00,  1.12600847e+00,  1.06794090e+00,  5.33857173e-01,\n",
                            +       "        3.94271549e-01, -3.57464610e-02, -5.05888500e-02,  7.67691850e-01,\n",
                            +       "        1.57906694e+00, -4.93921404e-01, -7.66478248e-01, -9.05857761e-01,\n",
                            +       "       -2.72108608e-01, -4.88693300e-03,  2.85425730e-01, -6.43189173e-01,\n",
                            +       "       -3.42096625e-01,  6.13864793e-01, -2.09330140e+00,  1.77952534e-01,\n",
                            +       "       -1.44188676e+00, -1.08576941e+00, -3.65755732e-01, -1.18039065e+00,\n",
                            +       "       -1.24663684e-01,  1.02660771e+00, -1.23669000e-04,  1.76187138e+00,\n",
                            +       "       -6.54983259e-01,  5.87485189e-01, -2.39044882e+00,  9.24381139e-01,\n",
                            +       "        2.67846505e-01,  1.55026399e-01, -8.67394210e-02,  9.87935159e-01,\n",
                            +       "        1.22982268e+00, -9.75797614e-01, -9.57753338e-01, -2.63972844e-01,\n",
                            +       "       -2.78345071e-01, -1.53054801e+00, -2.53027946e-01,  2.77050257e-01,\n",
                            +       "       -3.37818803e-01,  1.31623800e+00,  5.11210304e-01, -7.30989840e-01,\n",
                            +       "       -5.82193040e-02,  6.93002331e-01, -8.91450659e-01,  2.22968539e+00,\n",
                            +       "       -2.53752053e-01, -3.87704958e-01,  1.16368773e+00, -1.09107448e+00,\n",
                            +       "       -9.34021233e-01, -1.27078930e-02, -3.84992646e-01,  1.68620400e-02,\n",
                            +       "        2.79995489e+00, -9.83036950e-02, -8.32127220e-01, -8.53259179e-01,\n",
                            +       "       -9.37159108e-01,  1.05419508e+00,  3.09445285e-01, -1.94319130e-01,\n",
                            +       "       -6.65176215e-01, -2.92618040e-01, -2.69715328e+00, -4.99038609e-01,\n",
                            +       "       -1.87775339e+00,  8.59752140e-02,  1.09852410e+00, -9.51376095e-01,\n",
                            +       "        9.56404697e-01, -2.07296000e-03, -1.32774569e+00, -1.59801489e+00,\n",
                            +       "        3.15730802e-01, -8.61888477e-01,  1.44271256e+00, -5.11777000e-03,\n",
                            +       "       -1.12247241e+00, -2.06119599e-01,  1.08883757e+00,  4.33524349e-01,\n",
                            +       "        1.22259189e+00, -1.14127350e+00, -7.44790001e-01,  8.59910476e-01,\n",
                            +       "       -1.14573225e+00, -4.44446168e-01, -2.16281997e+00, -1.23312394e+00,\n",
                            +       "        2.22598703e-01,  6.11495514e-01, -2.70103217e-01, -4.76801476e-01,\n",
                            +       "       -1.06776305e+00, -4.73740662e-01, -7.27034129e-01, -3.40551830e-02,\n",
                            +       "        3.58622347e-01,  9.16703550e-01,  1.35121890e+00, -8.85755221e-01,\n",
                            +       "       -1.14404153e+00,  1.87259650e-02,  2.99024525e-01, -3.81726374e-01,\n",
                            +       "        1.69825601e+00, -6.55890197e-01,  7.52904198e-01, -8.69011170e-01,\n",
                            +       "        1.80868296e-01, -3.39623834e-01, -1.15383435e+00,  1.52012961e+00,\n",
                            +       "        8.10891290e-02,  1.19613367e-01,  8.62013759e-01, -1.81959527e+00,\n",
                            +       "        1.47364784e-01, -3.20948585e-01,  7.23862416e-01, -1.35344066e+00,\n",
                            +       "        2.72771967e+00,  1.79854641e-01, -4.03501339e-01, -9.84370066e-01,\n",
                            +       "       -4.96772060e-01, -5.76796031e-01, -9.97515507e-01,  5.20064537e-01,\n",
                            +       "       -2.71923202e-01, -1.93472466e+00,  6.05701445e-01, -1.05048750e+00,\n",
                            +       "       -1.12993084e+00,  2.98753936e-01, -5.66371091e-01, -5.44321003e-01,\n",
                            +       "       -4.86400153e-01,  3.74284496e-01,  2.07283754e-01, -7.59627330e-01,\n",
                            +       "       -9.02484605e-01,  1.27609400e+00,  1.91011451e+00, -1.01259714e+00,\n",
                            +       "        9.98825040e-02, -1.59478812e+00, -1.98498591e+00,  9.87098990e-01,\n",
                            +       "       -2.38922148e-01,  1.13649316e+00, -1.77958760e+00,  1.31822646e+00,\n",
                            +       "        5.28523240e-02,  1.75079500e-02,  1.45234980e+00,  1.75819001e+00,\n",
                            +       "       -1.37432379e-01, -6.61826166e-01,  8.12083814e-01,  1.28357622e+00,\n",
                            +       "       -4.19652548e-01,  1.54778561e+00, -5.34617500e-03,  1.38174044e+00,\n",
                            +       "        6.97025472e-01, -1.82713339e+00, -6.40693070e-02,  1.54677694e-01,\n",
                            +       "        1.38387535e+00, -1.87054921e+00, -4.38687448e-01, -7.42198700e-01,\n",
                            +       "        1.25151752e+00, -8.39244338e-01, -6.48393836e-01, -2.26195658e+00,\n",
                            +       "       -8.23517633e-01,  1.14341663e+00, -1.08239134e+00,  1.65952727e+00,\n",
                            +       "       -1.14821202e+00,  8.22631524e-01, -6.22490150e-02, -1.35466144e-01,\n",
                            +       "       -9.54607645e-01, -2.77249317e-01,  9.81876408e-01,  3.93535936e-01,\n",
                            +       "        7.20506160e-01, -1.25470853e+00,  6.06144189e-01, -1.61818062e-01,\n",
                            +       "        7.16038040e-02, -3.76990900e-01, -1.44543917e-01,  4.41063834e-01,\n",
                            +       "       -1.25951377e+00,  2.57960450e-02, -6.72954322e-01, -6.26522692e-01,\n",
                            +       "        1.43830530e+00,  3.93578430e-01, -2.06252872e-01,  4.72033005e-01,\n",
                            +       "       -5.77295262e-01, -6.75429795e-01,  1.27146128e+00, -3.57366600e-02,\n",
                            +       "       -6.22592163e-01, -1.20762535e+00,  4.21554863e-01,  7.75387897e-01,\n",
                            +       "       -8.79519135e-01, -7.84330982e-01, -9.63012467e-01,  1.17169334e+00,\n",
                            +       "       -5.74262681e-01,  1.74825495e+00,  4.98272467e-01,  1.65144229e-01,\n",
                            +       "       -1.78508812e+00, -8.08630109e-01,  1.83383153e-01,  6.97726410e-01,\n",
                            +       "       -1.84205351e-01,  7.70471949e-01, -1.66692475e+00, -1.45679756e-01,\n",
                            +       "        1.96019405e-01,  7.98875990e-02,  8.23791901e-01, -1.20358314e+00,\n",
                            +       "        7.88539970e-01, -9.44730514e-01,  4.92809481e-01,  1.09566079e-01,\n",
                            +       "       -2.13360700e+00, -1.20028370e-01,  1.39648269e+00, -2.67190817e+00,\n",
                            +       "        5.86044188e-01,  1.39483983e+00, -7.54259423e-01, -1.20446677e+00,\n",
                            +       "       -2.78104318e-01,  6.86954212e-01, -1.41195581e+00, -7.28607772e-01,\n",
                            +       "       -1.18785714e+00,  4.71266874e-01, -2.79148737e+00,  2.21299214e-01,\n",
                            +       "       -4.12378453e-01, -1.26993640e+00, -4.47289512e-01, -1.36995327e+00,\n",
                            +       "        1.52780114e+00,  1.49390777e-01, -2.12672081e+00, -5.59108036e-01,\n",
                            +       "        4.55106468e-01,  8.91218032e-01, -3.47932179e-01, -1.31778755e+00,\n",
                            +       "        3.21136780e-02, -1.40456884e+00, -5.58162252e-01,  1.22830700e+00,\n",
                            +       "       -5.82555254e-01,  4.01984715e-01,  1.12111821e+00,  6.69588852e-01,\n",
                            +       "        8.41562820e-01,  6.36955506e-01,  3.71061293e-01,  1.26313400e-01,\n",
                            +       "       -8.56317057e-01, -1.21408256e+00, -1.07564432e-01, -3.30750271e+00,\n",
                            +       "       -6.38826270e-01, -2.59067297e-01, -5.35598841e-01, -4.22692730e-02,\n",
                            +       "        3.18956453e-01, -5.77688955e-01,  3.14088727e-01,  4.37250814e-01,\n",
                            +       "       -4.40606985e-01, -2.72882916e-01, -1.02811819e+00,  6.15447942e-01,\n",
                            +       "        1.07179428e+00, -5.95513462e-01,  6.60828644e-01, -1.49971407e+00,\n",
                            +       "       -2.17547846e+00,  4.23305627e-01,  3.41586901e-01, -8.86793441e-01,\n",
                            +       "       -8.67065963e-01,  2.87432697e-01, -5.74209597e-01, -1.21804644e+00,\n",
                            +       "       -1.10720250e+00,  3.55899472e-01, -1.84623844e+00, -1.03227897e-01,\n",
                            +       "       -3.59917072e-01,  6.42539599e-01, -7.39805262e-01, -6.93687979e-01,\n",
                            +       "        1.32571093e-01, -8.37497752e-01,  1.00926499e+00, -3.46081539e-01,\n",
                            +       "        4.85040141e-01, -4.84518072e-01, -8.34292047e-01,  1.04984186e+00,\n",
                            +       "       -1.20562022e+00,  5.28219486e-01, -1.98409466e-01,  4.89704671e-01,\n",
                            +       "       -2.42544109e+00,  3.67288274e-01, -1.59814224e+00,  2.26950100e-01,\n",
                            +       "       -1.32427575e-01,  6.16435303e-01, -6.81833940e-02, -3.85058959e-01,\n",
                            +       "        7.87711642e-01,  9.40707734e-01,  1.10650656e+00, -8.69899143e-01,\n",
                            +       "       -4.68128250e-02, -6.79276878e-01,  1.02591167e-01,  6.41025477e-01,\n",
                            +       "        9.60883458e-01, -6.04364198e-01,  5.09762350e-02,  3.61264330e-01,\n",
                            +       "       -1.47595649e+00, -1.42543739e+00, -7.17952163e-01,  4.41876920e-02,\n",
                            +       "       -1.84317401e+00, -2.20345992e-01,  4.04191225e-01,  1.23792232e+00,\n",
                            +       "        3.67986670e-01,  3.08501116e-01,  1.62887056e+00,  9.39350682e-01,\n",
                            +       "        8.33600998e-01,  6.77810991e-01, -1.35031991e+00, -3.33555970e-02,\n",
                            +       "        2.44686897e-01,  5.37753972e-01, -6.65838465e-01,  5.89814049e-01,\n",
                            +       "       -9.97634757e-01, -6.76576713e-01,  3.45053789e-01,  2.98932914e-01,\n",
                            +       "       -1.29944052e+00,  2.42162905e+00,  1.91850071e+00, -5.47313696e-01,\n",
                            +       "        3.14003109e-01,  1.77683570e+00, -1.93101820e-02,  2.65813113e+00,\n",
                            +       "       -1.15145658e+00,  2.74516918e+00,  1.42447534e+00,  5.46694245e-01,\n",
                            +       "       -1.83303510e-01,  1.08767642e+00,  1.27711912e+00,  2.23841409e-01,\n",
                            +       "        1.12864542e+00, -8.73941939e-01,  1.12143923e+00, -2.04230414e+00,\n",
                            +       "        3.55767460e-01, -6.94247470e-01,  7.01898912e-01,  7.96239287e-01,\n",
                            +       "        2.28193992e-01,  5.33215233e-01, -2.02715834e+00,  6.21119103e-01,\n",
                            +       "       -1.14827587e-01, -1.10641484e+00,  2.20480369e-01, -6.92278501e-01,\n",
                            +       "        8.30422545e-01, -4.97633690e-01,  8.57330234e-01, -6.25502119e-01,\n",
                            +       "        5.23695497e-01,  9.53845861e-01,  2.75523782e+00, -7.06135068e-01,\n",
                            +       "       -2.21098476e+00, -6.47561133e-01,  1.01399810e+00,  1.17934510e-02,\n",
                            +       "       -1.44039336e+00,  1.06011239e+00,  2.52732419e-01, -1.06652773e+00,\n",
                            +       "        1.55758462e+00, -5.22069217e-01,  1.04865787e+00, -1.60938596e+00,\n",
                            +       "       -9.69175034e-01, -9.14153579e-01,  3.46810804e-01,  3.95900960e-01,\n",
                            +       "        1.38761871e-01, -2.35211843e-01, -8.63716268e-01, -3.53845034e-01,\n",
                            +       "        7.75844290e-01,  6.42781280e-01, -1.56482908e+00, -3.17478124e+00,\n",
                            +       "        5.44067672e-01,  5.33883518e-01, -5.10952950e-02,  2.32840997e+00,\n",
                            +       "        2.10496300e-03,  6.72351469e-01,  3.71551955e-01,  1.66726143e+00,\n",
                            +       "       -3.38796625e-01,  3.75961143e-01,  7.52208327e-01, -9.29773484e-01,\n",
                            +       "        1.41790603e-01,  1.36008176e+00, -1.20984345e+00, -4.05269704e-01,\n",
                            +       "       -1.28431522e-01,  1.33182405e+00, -1.90241025e-01, -8.32311090e-01,\n",
                            +       "        1.35715093e+00,  3.71655792e-01, -1.46833672e+00,  1.00981298e+00,\n",
                            +       "       -1.78199991e-01,  1.24118472e+00, -1.38596768e+00, -1.09152735e+00,\n",
                            +       "        4.77638373e-01,  2.19199296e-01, -4.54780850e-02,  6.59759502e-01,\n",
                            +       "       -2.61517837e-01,  1.35896379e+00,  1.98822502e+00, -2.51071210e-01,\n",
                            +       "       -9.79648166e-01,  5.20111323e-01, -1.44623119e+00,  2.41234158e+00,\n",
                            +       "       -3.16645435e-01, -6.93653891e-01,  1.18280252e+00, -1.93070408e-01,\n",
                            +       "        7.12123803e-01,  6.62298675e-01,  6.22167389e-01, -5.50366931e-01,\n",
                            +       "       -1.44458300e-01, -6.23505017e-01,  1.05493926e+00, -7.78997683e-01])
                          • phenotype_0
                            (sample)
                            float64
                            0.4853 -0.2077 ... -0.8066 -1.73
                            array([ 4.85339514e-01, -2.07698457e-01,  1.49090841e+00, -1.21289967e+00,\n",
                            +       "        4.29320343e-01,  7.10949240e-01, -1.16923538e+00,  1.16788747e-01,\n",
                            +       "        8.24617540e-01,  9.40848575e-01, -1.37849554e-01, -4.63825241e-01,\n",
                            +       "       -8.79120826e-01,  1.34283705e+00,  6.08668127e-01,  6.01472377e-01,\n",
                            +       "       -8.38978544e-01,  1.48311441e+00,  3.56414483e-01,  1.84012532e+00,\n",
                            +       "        2.54929073e-01,  6.84303971e-01, -1.02131013e+00,  1.17680234e+00,\n",
                            +       "        6.38884939e-01,  8.30022564e-01,  1.66306057e-01,  9.78645676e-01,\n",
                            +       "       -8.44198134e-01,  9.17335826e-01, -6.59467094e-01, -9.14012717e-01,\n",
                            +       "        5.20543587e-01,  8.34969832e-01,  6.07350850e-01,  7.86063039e-01,\n",
                            +       "       -5.76140513e-01, -3.61063100e-02, -9.52583895e-01,  4.36975876e-01,\n",
                            +       "       -1.30080044e+00,  9.32996133e-01,  5.52146109e-01, -1.99712674e+00,\n",
                            +       "        1.59553978e-01, -3.35128648e-01, -7.44545957e-01,  3.28300495e-01,\n",
                            +       "       -4.56841771e-02, -7.79161463e-01,  6.80189066e-01, -9.22300280e-01,\n",
                            +       "        1.42881542e-01, -5.04895354e-02,  3.32629529e-01, -8.27681632e-01,\n",
                            +       "       -1.24536915e+00,  2.91460161e-01, -3.70471868e-02, -1.15616867e+00,\n",
                            +       "       -1.32263346e-01,  3.16871613e-01, -9.93725372e-01,  1.83207964e-02,\n",
                            +       "        1.94898864e-01, -2.21774105e+00, -7.23089982e-01,  8.03143551e-01,\n",
                            +       "        3.30556700e-01, -6.39510129e-01, -5.89580414e-01, -1.42527042e+00,\n",
                            +       "        1.74942227e+00,  7.58371615e-01, -7.45081520e-01, -1.00139047e-01,\n",
                            +       "        1.91450814e+00,  1.28876695e+00,  1.68159756e-01, -6.92291503e-01,\n",
                            +       "       -3.59597972e-01, -1.33598632e+00, -1.11349187e+00,  7.53078775e-01,\n",
                            +       "        2.74660788e+00,  1.73635438e+00,  6.16201356e-01,  2.23165527e-01,\n",
                            +       "       -7.65558404e-02, -2.31848470e-01,  1.68238748e+00, -1.89730807e+00,\n",
                            +       "        2.09959020e-02,  8.79080117e-01,  6.06511992e-02,  1.03039084e+00,\n",
                            +       "       -3.92507210e-01,  4.87791636e-01,  6.02883547e-01,  1.56778343e-01,\n",
                            +       "        1.76939916e+00,  6.56051152e-01,  8.73668001e-02,  1.87767465e-01,\n",
                            +       "        1.15743956e+00, -1.15500645e-01,  2.22503467e-01, -1.40554093e-01,\n",
                            +       "        4.34761962e-01,  1.12539375e+00, -1.40241006e-01,  1.44306243e+00,\n",
                            +       "        1.32917205e+00,  3.37805203e-01, -2.42214554e-01, -5.53843545e-01,\n",
                            +       "        9.03810862e-02,  1.16368401e+00, -2.33253566e-01, -5.87852808e-01,\n",
                            +       "        8.64196675e-01,  2.37780902e+00,  9.43045757e-01,  2.01673254e-01,\n",
                            +       "       -5.22557237e-01,  1.89996780e+00,  4.89700121e-01,  1.82109081e+00,\n",
                            +       "        2.21429262e+00,  5.94905686e-01,  3.16508243e-01,  1.21332314e+00,\n",
                            +       "       -5.66073076e-01,  7.39389458e-02,  4.16131481e-01,  3.00521676e-01,\n",
                            +       "       -9.53390235e-01,  2.79893933e-01,  4.13164384e-01, -3.18436074e-02,\n",
                            +       "       -7.28416965e-01,  4.24042450e-01, -5.74712649e-01,  1.86759915e+00,\n",
                            +       "       -1.23023222e-01,  2.47296570e+00,  5.63752702e-01, -2.07404467e-01,\n",
                            +       "       -1.25639491e+00, -6.79841256e-01,  5.97603228e-01,  5.12550997e-02,\n",
                            +       "       -1.70571270e-03, -2.97175767e-01, -8.30465709e-01, -1.01355641e+00,\n",
                            +       "        4.38286596e-01,  7.52862006e-02,  1.33686060e+00,  7.55981207e-01,\n",
                            +       "       -5.31540303e-02,  8.85179710e-01,  6.99045134e-01, -1.25225755e+00,\n",
                            +       "        3.13539595e-01, -1.10481204e+00,  2.13866246e-01, -2.56421204e-01,\n",
                            +       "        7.75261682e-01,  1.24208805e+00, -1.52810351e+00, -5.81294607e-01,\n",
                            +       "        6.13618578e-01,  1.31183771e+00,  6.74383172e-02, -5.93712590e-02,\n",
                            +       "       -3.68992127e+00,  9.69506985e-01, -4.81006890e-01,  4.36706171e-01,\n",
                            +       "        1.22683396e+00, -1.29950308e+00, -1.46518267e-01,  5.42402618e-01,\n",
                            +       "       -1.79128872e+00, -2.46606398e+00, -8.24310550e-01, -3.07913975e+00,\n",
                            +       "       -5.33488582e-01,  1.63578257e+00,  3.28190178e-01,  3.00330145e-01,\n",
                            +       "        1.66012604e-01, -9.72922452e-03, -8.79638394e-01,  8.07283054e-01,\n",
                            +       "        1.48200225e+00, -9.02690852e-01, -1.27939892e+00, -5.82065660e-01,\n",
                            +       "       -2.09757781e+00, -2.02469786e+00, -7.22252260e-01,  2.92654662e-02,\n",
                            +       "        8.44219851e-01,  7.64565419e-01,  5.18562717e-01, -1.64687741e-01,\n",
                            +       "       -4.03436362e-01, -1.31581129e-01,  5.33284519e-01, -3.16182545e-01,\n",
                            +       "       -9.53241771e-01, -3.60140092e-02,  1.39911337e+00,  7.63383492e-01,\n",
                            +       "       -8.68371539e-01,  5.99342003e-01, -6.84603900e-01, -1.64783167e+00,\n",
                            +       "        6.47034455e-01,  8.19289444e-01,  3.48421418e-01,  3.39775273e-01,\n",
                            +       "       -3.10228906e-01,  1.14156022e+00,  1.16750450e+00,  1.56168139e-01,\n",
                            +       "       -1.21159828e+00,  5.87035311e-01, -1.49287964e-01,  3.80139163e-01,\n",
                            +       "       -7.54176325e-01,  2.66912321e+00,  5.10313605e-01, -2.68373967e-01,\n",
                            +       "        1.61663654e+00,  2.32524204e-01,  1.60554477e+00, -3.29068297e-01,\n",
                            +       "       -1.14698507e+00, -4.63573259e-02, -6.12585143e-01, -8.81771217e-01,\n",
                            +       "        1.15104096e+00,  1.16900223e+00, -1.41394979e-01, -8.01494140e-01,\n",
                            +       "        1.72516192e-02,  8.20495142e-01, -1.02948019e+00,  1.05637292e-01,\n",
                            +       "        4.61527335e-01, -2.59204249e-01,  1.81386764e-01, -1.43216156e+00,\n",
                            +       "       -1.26098533e+00,  1.77408398e+00, -1.26335600e-01,  1.71897879e+00,\n",
                            +       "        8.96423913e-02, -2.75378148e+00, -1.42157101e+00, -1.15741069e+00,\n",
                            +       "        5.23057040e-02,  1.17226269e+00, -7.97102637e-02, -1.23417647e-01,\n",
                            +       "        2.47511401e+00,  1.96260152e-01, -2.03791684e+00,  1.04008831e+00,\n",
                            +       "       -3.49744047e-02,  1.04633352e+00, -2.38381487e-01,  3.80324627e-01,\n",
                            +       "       -1.17384156e+00,  2.47418829e-01,  1.74387701e-01, -3.99858565e-01,\n",
                            +       "       -3.90250393e-01, -1.52315998e+00, -3.64113896e-02,  5.67189910e-01,\n",
                            +       "        8.72898077e-01,  1.58054879e-01, -5.03879209e-01, -9.81911333e-01,\n",
                            +       "       -2.64262623e+00, -3.99923074e-02,  6.04571541e-01,  3.81922586e-01,\n",
                            +       "        7.18557892e-01, -6.17369110e-01,  1.09226977e+00,  5.78400628e-01,\n",
                            +       "        1.50881176e+00,  4.58616992e-01, -4.88384667e-01,  7.75159420e-01,\n",
                            +       "       -7.99772907e-01,  2.84124215e-01, -8.95228038e-01, -2.73927200e-01,\n",
                            +       "        1.03994076e+00,  4.44355118e-01, -5.76116770e-02,  3.44994500e-01,\n",
                            +       "       -3.65109346e-01, -7.14999965e-01, -1.49762308e+00, -3.11713976e-01,\n",
                            +       "       -1.75523394e+00, -8.88966497e-01, -1.12952833e+00, -3.10440498e-01,\n",
                            +       "       -5.98591029e-01, -8.78017714e-02,  1.29077042e-01,  1.00505423e+00,\n",
                            +       "        2.74128335e-01, -1.30187763e+00, -1.16060752e+00,  1.43748963e+00,\n",
                            +       "       -2.98597748e-02,  5.81550677e-01, -3.80368321e-01, -1.86442407e-01,\n",
                            +       "        5.17206429e-01, -6.81784296e-01, -8.68771328e-01,  2.80827961e-02,\n",
                            +       "       -1.30463067e+00, -9.41052793e-03,  5.67554617e-01, -5.31039867e-02,\n",
                            +       "        1.48528660e-01, -1.19340037e+00,  4.35158024e-01,  1.19984077e+00,\n",
                            +       "        1.40228597e-01,  4.26821836e-01,  3.76023363e-01, -1.71071257e-01,\n",
                            +       "       -1.15577490e+00, -2.28223334e+00,  1.35927842e+00, -1.58090417e+00,\n",
                            +       "       -1.10880727e-01,  7.40424600e-01,  3.73499862e-02, -6.88165461e-01,\n",
                            +       "       -2.22896889e+00, -1.37257569e-01,  1.81696732e+00, -1.23870099e+00,\n",
                            +       "        3.59430943e-01, -2.14667619e-01,  7.72474962e-01,  4.95148183e-01,\n",
                            +       "        1.82984991e-01, -1.79936993e-01, -6.79573233e-01,  2.91653917e-01,\n",
                            +       "        8.41063859e-01,  5.10768500e-02,  1.45379563e+00, -8.68694903e-01,\n",
                            +       "        1.06015464e+00, -1.02682127e+00,  6.61118343e-01,  3.06518517e-01,\n",
                            +       "       -1.74634420e+00,  9.00928026e-02, -2.69689627e+00,  3.66936767e-01,\n",
                            +       "       -5.97394926e-01, -2.53039826e-01, -1.82069571e+00, -2.71865534e+00,\n",
                            +       "        3.86844323e-01, -6.06625330e-01,  4.62834011e-01, -7.79061594e-01,\n",
                            +       "       -8.30994929e-01, -3.29247585e-01,  1.01668249e-03, -1.92369182e+00,\n",
                            +       "        7.14026380e-02, -1.07797451e+00, -1.42929833e+00, -1.26474332e+00,\n",
                            +       "       -1.70200911e+00,  1.17754158e+00,  7.46556906e-02, -6.42883227e-01,\n",
                            +       "        1.02471550e+00, -2.06883042e-01,  5.32236139e-01, -1.60717281e+00,\n",
                            +       "        1.36194955e+00, -2.26191045e-01, -2.08228734e+00, -1.60850122e-01,\n",
                            +       "       -4.22688528e-01, -4.59340547e-01, -1.79056518e+00, -2.20390149e-01,\n",
                            +       "        8.51183057e-01,  6.01106701e-01,  4.34330751e-01, -1.47948287e-01,\n",
                            +       "        6.22780556e-01, -9.18331028e-01,  3.67387322e-01,  1.34038084e+00,\n",
                            +       "        1.33302602e+00,  2.42469587e-01,  4.19917423e-01,  9.50635208e-01,\n",
                            +       "       -6.95132295e-01, -3.56654813e+00,  9.80780372e-01,  2.52081030e-01,\n",
                            +       "        3.13842555e-01, -8.37615030e-02,  8.21276504e-01, -8.16237147e-01,\n",
                            +       "        4.43575762e-01,  6.94805268e-01, -9.81980195e-01,  7.73795158e-01,\n",
                            +       "        3.13917427e+00, -1.71408069e+00, -5.87499456e-01, -4.90192712e-01,\n",
                            +       "        2.90074287e-01, -6.42302641e-01, -2.80901396e-03, -5.79397493e-01,\n",
                            +       "       -1.17806184e+00,  5.27161395e-01,  4.27115734e-01,  2.78699725e-01,\n",
                            +       "       -7.80553190e-01, -1.03561090e+00,  2.48282760e-01,  2.16395197e-01,\n",
                            +       "       -1.28379162e+00, -1.13603693e+00, -1.77119476e-01, -7.40733775e-01,\n",
                            +       "        1.85125878e-01, -8.51316453e-02,  1.04890152e+00, -1.28409746e-01,\n",
                            +       "       -7.92873698e-01,  1.90599301e+00, -5.97949410e-01,  1.40172547e-01,\n",
                            +       "        1.41816714e+00,  8.06090855e-02, -3.30715321e-01,  8.31835982e-01,\n",
                            +       "        1.14413994e+00,  1.79939886e-01,  8.62602119e-01,  1.50274829e+00,\n",
                            +       "       -2.56499587e-01,  2.69118212e-02,  2.62636808e-01, -1.50754080e-01,\n",
                            +       "        1.29712064e+00,  5.03818823e-01, -7.88287977e-01, -4.58943843e-02,\n",
                            +       "        1.37240701e-01, -4.28329032e+00, -5.68100129e-01,  4.13066964e-01,\n",
                            +       "        1.31244021e+00,  4.52790619e-01,  5.01748788e-01, -4.73537570e-01,\n",
                            +       "       -8.42603883e-02,  1.05765134e-01, -1.95944662e-01, -2.11818096e-01,\n",
                            +       "        6.37283862e-01,  1.21698105e+00, -5.82273541e-01,  1.08118939e+00,\n",
                            +       "        5.39912079e-01, -5.95677394e-01,  2.85100290e-01, -2.77026523e-01,\n",
                            +       "        1.31535392e-01,  1.78941981e+00, -8.06594039e-01, -1.73021401e+00])
                          • variant_id
                            (variant)
                            <U20
                            'snp625_m0_.03m1_.07' ... 'snp124_m0_.23m1_.08'
                            array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24',\n",
                                    "       ..., 'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47',\n",
                            -       "       'snp124_m0_.23m1_.08'], dtype='<U20')
                          • contig
                            (variant)
                            int64
                            1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
                            array([1, 1, 1, ..., 5, 5, 5])
                          • cm_pos
                            (variant)
                            int64
                            0 1 2 3 4 ... 4996 4997 4998 4999
                            array([   0,    1,    2, ..., 4997, 4998, 4999])
                          • pos
                            (variant)
                            int64
                            0 1 2 3 4 ... 4996 4997 4998 4999
                            array([   0,    1,    2, ..., 4997, 4998, 4999])
                      " + " 'snp124_m0_.23m1_.08'], dtype='<U20')
                    • contig
                      (variant)
                      int64
                      1 1 1 1 1 1 1 1 ... 5 5 5 5 5 5 5 5
                      array([1, 1, 1, ..., 5, 5, 5])
                    • pos
                      (variant)
                      int64
                      0 1 2 3 4 ... 4996 4997 4998 4999
                      array([   0,    1,    2, ..., 4997, 4998, 4999])
                  • " ], "text/plain": [ "\n", - "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions: (sample: 500, variant: 5000)\n", "Dimensions without coordinates: sample, variant\n", "Data variables:\n", - " data (variant, sample) int8 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0\n", - " sample_id (sample) \n", + "\n", + "\n", + "Show/Hide data repr\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Show/Hide attributes\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
                    xarray.Dataset
                      • sample: 500
                      • variant: 5000
                        • data
                          (variant, sample)
                          int8
                          ...
                          [2500000 values with dtype=int8]
                        • variant_id
                          (variant)
                          object
                          ...
                          array(['snp625_m0_.03m1_.07', 'snp1750_m0_.02m1_.04', 'snp0_m0_.37m1_.24', ...,\n",
                          +       "       'snp122_m0_.26m1_.34', 'snp123_m0_.41m1_.47', 'snp124_m0_.23m1_.08'],\n",
                          +       "      dtype=object)
                        • contig
                          (variant)
                          int32
                          ...
                          array([1, 1, 1, ..., 5, 5, 5], dtype=int32)
                        • pos
                          (variant)
                          int32
                          ...
                          array([   0,    1,    2, ..., 4997, 4998, 4999], dtype=int32)
                        • sample_id
                          (sample)
                          object
                          ...
                          array(['cid0P0', 'cid1P0', 'cid2P0', ..., 'cid497P1', 'cid498P1', 'cid499P1'],\n",
                          +       "      dtype=object)
                        • covariate_0
                          (sample)
                          float64
                          ...
                          array([ 0.548466,  0.250912, -0.638701, ..., -0.623505,  1.054939, -0.778998])
                        • phenotype_0
                          (sample)
                          float64
                          ...
                          array([ 0.48534 , -0.207698,  1.490908, ...,  1.78942 , -0.806594, -1.730214])
                      " + ], + "text/plain": [ + "\n", + "Dimensions: (sample: 500, variant: 5000)\n", + "Dimensions without coordinates: sample, variant\n", + "Data variables:\n", + " data (variant, sample) int8 ...\n", + " variant_id (variant) object ...\n", + " contig (variant) int32 ...\n", + " pos (variant) int32 ...\n", + " sample_id (sample) object ...\n", + " covariate_0 (sample) float64 ...\n", + " phenotype_0 (sample) float64 ..." + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "xr.open_dataset('data.nc')" + ] } ], "metadata": { diff --git a/tests/notebooks/synth-01/results.csv b/tests/notebooks/synth-01/results.csv index e54a5572..9b013115 100644 --- a/tests/notebooks/synth-01/results.csv +++ b/tests/notebooks/synth-01/results.csv @@ -1,5001 +1,5001 @@ sid_index,SNP,Chr,GenDist,ChrPos,PValue,SnpWeight,SnpWeightSE,SnpFractVarExpl,Mixing,Nullh2 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