diff --git a/evo_simulator.py b/PyFitSeq/evo_simulator.py similarity index 100% rename from evo_simulator.py rename to PyFitSeq/evo_simulator.py diff --git a/pyfitseq.py b/PyFitSeq/pyfitseq.py similarity index 99% rename from pyfitseq.py rename to PyFitSeq/pyfitseq.py index e142979..9e915cc 100644 --- a/pyfitseq.py +++ b/PyFitSeq/pyfitseq.py @@ -309,7 +309,10 @@ def main(): lineages_num, seq_num = read_num_seq.shape read_num_min_seq = np.zeros((lineages_num, seq_num)) read_num_min_seq[:, 0] = read_num_seq[:, 0] + print(lineages_npm, seq_num) + print(t_seq.shape) for i in range(1, seq_num): + print(i, t_seq[i] - t_seq[i-1]) read_num_min_seq[:, i] = read_num_min_seq[:, i - 1] / 2 ** (t_seq[i] - t_seq[i - 1]) read_freq_seq = read_num_seq / read_depth_seq diff --git a/PyFitSeq_Walk_Through.ipynb b/PyFitSeq_Walk_Through.ipynb index 789deff..a69ddf7 100644 --- a/PyFitSeq_Walk_Through.ipynb +++ b/PyFitSeq_Walk_Through.ipynb @@ -1,9 +1,4127 @@ { "cells": [ + { + "cell_type": "code", + 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"-0.010101514,97\r", + "\r\n", + "0.017603107,101\r", + "\r\n", + "0.056516755,84\r", + "\r\n", + "-0.057657547,88\r", + "\r\n", + "-0.23118855,102\r", + "\r\n", + "0.104257,106\r", + "\r\n", + "-0.10075554,102\r", + "\r\n", + "0.11113737,93\r", + "\r\n", + "0.024008177,84\r", + "\r\n", + "0.089602,88" + ] + } + ], + "source": [ + "!cat input_EvoSimulation.csv" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "input_data = pd.read_csv('input_EvoSimulation.csv', header=None)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "input_data[0].hist()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "usage: evo_simulator.py [-h] [-i INPUT] [-t [T_SEQ [T_SEQ ...]]]\r\n", + " [-r [READ_NUM_AVERAGE_SEQ [READ_NUM_AVERAGE_SEQ ...]]]\r\n", + " [-n [NOISE_OPTION [NOISE_OPTION ...]]] [-d DNA_COPIES]\r\n", + " [-p PCR_CYCLES] [-f FITNESS_TYPE] [-o OUTPUT_FILENAME]\r\n", + "\r\n", + "Simulated competitive pooled growth of a population of genotypes with\r\n", + "different fitnesses\r\n", + "\r\n", + "optional arguments:\r\n", + " -h, --help show this help message and exit\r\n", + " -i INPUT, --input INPUT\r\n", + " a .csv file: 1st column is fitness of each genotype,\r\n", + " 2nd column is initial cell number of each genotype at\r\n", + " generation 0 (default: None)\r\n", + " -t [T_SEQ [T_SEQ ...]], --t_seq [T_SEQ [T_SEQ ...]]\r\n", + " time-points evaluated in number of generations\r\n", + " (default: None)\r\n", + " -r [READ_NUM_AVERAGE_SEQ [READ_NUM_AVERAGE_SEQ ...]], --read_num_average_seq [READ_NUM_AVERAGE_SEQ [READ_NUM_AVERAGE_SEQ ...]]\r\n", + " average number of reads per genotype for each time-\r\n", + " point (default: None)\r\n", + " -n [NOISE_OPTION [NOISE_OPTION ...]], --noise_option [NOISE_OPTION [NOISE_OPTION ...]]\r\n", + " which types of noise to include in the simulation,\r\n", + " default is all sources of noise (default: ['growth',\r\n", + " 'bottleneck_transfer', 'DNA_extraction', 'PCR',\r\n", + " 'sequencing'])\r\n", + " -d DNA_COPIES, --dna_copies DNA_COPIES\r\n", + " average genome copy number per genotype used as\r\n", + " template in PCR (default: 500)\r\n", + " -p PCR_CYCLES, --pcr_cycles PCR_CYCLES\r\n", + " number of cycles of PCR (default: 25)\r\n", + " -f FITNESS_TYPE, --fitness_type FITNESS_TYPE\r\n", + " type of fitness: Wrightian fitness (w), or Malthusian\r\n", + " fitness (m) (default: m)\r\n", + " -o OUTPUT_FILENAME, --output_filename OUTPUT_FILENAME\r\n", + " prefix of output .csv files (default: output)\r\n" + ] + } + ], + "source": [ + "!python evo_simulator.py -h" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, "outputs": [], "source": [ "!python evo_simulator.py -i input_EvoSimulation.csv -t 0 3 6 9 12 -r 50 50 50 50 50 -o output" @@ -11,16 +4129,66 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "usage: pyfitseq.py [-h] [-i INPUT] [-t [T_SEQ [T_SEQ ...]]] [-m MAX_ITER_NUM]\r\n", + " [-k KAPPA] [-g REGRESSION_NUM] [-f FITNESS_TYPE]\r\n", + " [-o OUTPUT_FILENAME]\r\n", + "\r\n", + "Estimate fitness of each genotype in a competitive pooled growth experiment\r\n", + "\r\n", + "optional arguments:\r\n", + " -h, --help show this help message and exit\r\n", + " -i INPUT, --input INPUT\r\n", + " a .csv file: with each column being the read number\r\n", + " per genotype at each sequenced time-point (default:\r\n", + " None)\r\n", + " -t [T_SEQ [T_SEQ ...]], --t_seq [T_SEQ [T_SEQ ...]]\r\n", + " sequenced time-points in number of generations\r\n", + " (default: None)\r\n", + " -m MAX_ITER_NUM, --max_iter_num MAX_ITER_NUM\r\n", + " maximum number of iterations in the optimization\r\n", + " (default: 10)\r\n", + " -k KAPPA, --kappa KAPPA\r\n", + " a noise parameter that characterizes the total noise\r\n", + " introduced by growth, cell transfer, DNA extraction,\r\n", + " PCR, and sequencing (To measure kappa empirically, see\r\n", + " the reference: [S. F. Levy, et al. Quantitative\r\n", + " Evolutionary Dynamics Using High-resolution Lineage\r\n", + " Tracking. Nature, 519: 181–186 (2015)].) (default:\r\n", + " 2.5)\r\n", + " -g REGRESSION_NUM, --regression_num REGRESSION_NUM\r\n", + " number of points used in the initial linear-\r\n", + " regression-based fitness estimate (default: 2)\r\n", + " -f FITNESS_TYPE, --fitness_type FITNESS_TYPE\r\n", + " type of fitness: Wrightian fitness (w), or Malthusian\r\n", + " fitness (m) (default: m)\r\n", + " -o OUTPUT_FILENAME, --output_filename OUTPUT_FILENAME\r\n", + " prefix of output .csv files (default: output)\r\n" + ] + } + ], + "source": [ + "!python pyfitseq.py -h" + ] + }, + { + "cell_type": "code", + "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Iteration 1: -30414.245682629262\n", - "Iteration 2: -30191.523264383955\n", - "Iteration 3: -30193.67554684678\n" + "Iteration 1: -30360.350088112915\n", + "Iteration 2: -30087.91068989501\n", + "Iteration 3: -30096.497480618236\n" ] } ], @@ -30,7 +4198,203 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/grotec/repos/PyFitSeq\r\n" + ] + } + ], + "source": [ + "!pwd" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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2000 rows × 5 columns

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" + ], + "text/plain": [ + " 0 1 2 3 4\n", + "0 87 129 136 169 149\n", + "1 73 102 118 148 125\n", + "2 73 30 29 25 3\n", + "3 67 86 124 129 66\n", + "4 76 56 41 50 10\n", + "... .. ... ... ... ...\n", + "1995 75 106 123 121 99\n", + "1996 74 72 51 28 9\n", + "1997 68 99 93 135 85\n", + "1998 51 54 65 73 44\n", + "1999 63 65 66 88 75\n", + "\n", + "[2000 rows x 5 columns]" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.read_csv('output_EvoSimulation_Read_Number.csv', header=None)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "87,129,136,169,149\r\n", + "73,102,118,148,125\r\n", + "73,30,29,25,3\r\n", + "67,86,124,129,66\r\n", + "76,56,41,50,10\r\n", + "66,61,46,30,20\r\n", + "85,47,36,37,8\r\n", + "94,91,82,117,60\r\n", + "62,103,94,111,69\r\n", + "103,86,156,163,145\r\n" + ] + } + ], + "source": [ + "!head output_EvoSimulation_Read_Number.csv" + ] + }, + { + "cell_type": "code", + "execution_count": 31, "metadata": {}, "outputs": [ { @@ -39,13 +4403,13 @@ "(-0.5, 0.5)" ] }, - "execution_count": 4, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -57,9 +4421,7 @@ } ], "source": [ - "import numpy as np\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", + "\n", "\n", "x_true = np.array(pd.read_csv('output_EvoSimulation_Input_Log.csv')['Fitness'], dtype=float)\n", "x_estimate = np.array(pd.read_csv('output_FitSeq.csv')['Estimated_Fitness'], dtype=float)\n", @@ -74,7 +4436,27 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2000,)" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_estimate.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -83,19 +4465,19 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Iteration 1: -23353.28048381334\n", - "Iteration 2: -23350.021646627796\n", - "Iteration 3: -23347.893448332856\n", - "Iteration 4: -23346.656888508383\n", - "Iteration 5: -23346.124133524925\n", - "Iteration 6: -23346.142043201486\n" + "Iteration 1: -23353.280483799324\n", + "Iteration 2: -23350.021646627974\n", + "Iteration 3: -23347.89344832278\n", + "Iteration 4: -23346.65688852728\n", + "Iteration 5: -23346.1241334946\n", + "Iteration 6: -23346.142043239837\n" ] } ], @@ -105,7 +4487,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -114,13 +4496,13 @@ "(-0.5, 0.5)" ] }, - "execution_count": 10, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -132,10 +4514,6 @@ } ], "source": [ - "import numpy as np\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "\n", "x_true = np.array(pd.read_csv('output_EvoSimulation_Input_Log.csv')['Fitness'], dtype=float)\n", "x_estimate = np.array(pd.read_csv('output_FitSeq.csv')['Estimated_Fitness'], dtype=float)\n", "\n", @@ -171,7 +4549,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.8.2" } }, "nbformat": 4, diff --git a/README.md b/README.md index a58ce77..9f802c4 100644 --- a/README.md +++ b/README.md @@ -22,6 +22,11 @@ A walk-through is included as the jupyter notebook [here](https://github.com/Fan * Clone this repository by running `git clone https://github.com/FangfeiLi05/PyFitSeq.git` in terminal. * `cd` to the root directory of the project (the folder containing `README.md`). * Install dependencies by running `pip install -r requirements.txt` in terminal. +* Install pyfitseq by running `pip install .` + +**OR** +* Run `pip install git+https://github.com/FangfeiLi05/PyFitSeq.git` to install + without cloning the repository. diff --git a/output_EvoSimulation_Mean_Fitness.csv b/output_EvoSimulation_Mean_Fitness.csv index c4347f3..efef8db 100644 --- a/output_EvoSimulation_Mean_Fitness.csv +++ b/output_EvoSimulation_Mean_Fitness.csv @@ -1,5 +1,5 @@ -0.0020836892967848143 +0.0020836892967848156 0.021284458051514146 -0.03949753514854414 +0.039497535148544136 0.05682797132849099 -0.07332970032374203 +0.07332970032374202 diff --git a/output_EvoSimulation_Read_Number.csv b/output_EvoSimulation_Read_Number.csv index 6729ba7..d66e5e0 100644 --- a/output_EvoSimulation_Read_Number.csv +++ b/output_EvoSimulation_Read_Number.csv @@ -1,2000 +1,2000 @@ -90,109,117,173,141 -77,103,142,173,167 -60,39,28,20,7 -79,66,94,128,78 -78,55,39,36,16 -84,77,46,32,15 -60,42,29,23,15 -75,89,82,101,52 -72,83,89,96,64 -76,96,188,190,105 -75,74,72,89,48 -68,74,74,62,38 -60,90,68,78,48 -51,82,81,93,68 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+-0.2787449368962595,-9.24362151982848,,107,52,9,3 +0.10953992608664727,-12.41319847716785,,81,95,123,82 +-0.13636104973788674,-10.04035561195582,,88,62,29,12 +0.1309395913983358,-11.945319846932508,,66,81,131,94 +0.03151878035004954,-10.775551306432815,,51,52,57,36 +0.072948923793827,-15.462803697184208,,44,48,109,64 diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..bc52752 --- /dev/null +++ b/setup.py @@ -0,0 +1,11 @@ +from setuptools import setup + +setup( + name='PyFitSeq', + use_scm_version=True, + setup_requires=['setuptools_scm'], + packages=['PyFitSeq', + ], + license='MIT', + #long_description=open('README.md').read(), +)