{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Quick start guide"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Install Lakeview\n",
    "\n",
    "Install Lakeview from [PyPI](https://pypi.org/project/lakeview/):\n",
    "\n",
    "```sh\n",
    "pip install lakeview\n",
    "```\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Import Lakeview"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import lakeview as lv"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get the BAM file\n",
    "\n",
    "Wwe are going to visualize Illumina paired-end sequencing data from the SKBR3 breast cancer cell line. This example dataset is also used by [IGV Web](https://igv.org/app/). [Another example based on the same dataset](SKBR3) can be found in [Gallery](Gallery).\n",
    "\n",
    "Here assume the BAM file to be visualised is available locally. If the BAM file exists on a remote server instead of your local machine, you may choose to:\n",
    "\n",
    "- download the entire BAM file to your local machine;\n",
    "- download a subset of the BAM file that contains your region of interest;\n",
    "- or run Lakeview on the server and download the output figures."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "BAM_PATH = \"../../tests/data/SKBR3_Illumina_550bp_pcrFREE.bam\""
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load data from the BAM file"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lakeview works by first loading the alignment data into the memory before making visualisations, which enables the data to be checked and optionally preprocessed before visualisation. If you are running Python interactively (e.g. via [Jupyter Notebook](https://jupyter.org/)), you will also be able to make incremental adjustments to the plot without reloading the data. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# Specify the region of interest as \"chromosome:start-end\". \n",
    "# Commas are optional.\n",
    "REGION = \"17:64,040,802-64,045,633\"\n",
    "\n",
    "# Load data from the BAM file\n",
    "painter = lv.SequenceAlignment.from_file(BAM_PATH, region=REGION)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create an empty `GenomeViewer`"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A `GenomeViewer` represents a blank canvas with one or more tracks, all of which share the same start and end coordinates. It handles general operations related to the visualisation, such as creating/saving the figure, specifying the figure size, adjusting start/end coordinates, labelling tracks, setting a title, and formatting ticks. \n",
    "\n",
    "If you are familiar with [Matplotlib](https://matplotlib.org/), think of `GenomeViewer` as a wrapper around a [Figure](matplotlib.figure.Figure) with several tracks ([Axes](matplotlib.axes.Axes)) that share the x axis limits. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": [
     "hide-output"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a GenomeViewer with two tracks\n",
    "gv = lv.GenomeViewer(tracks=2, height_ratios=(1, 6), figsize=(12, 10))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1000 with 2 Axes>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Display the (currently empty) figure\n",
    "gv.figure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plot alignment data"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `SequenceAlignment` class has two methods for plotting: `draw_pileup` and `draw_alignment`. These methods draw the visualisation on the given track ([Axes](matplotlib.axes.Axes)), and are the main entrance point for further customisation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(64040802.0, 64045633.0)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw alignment pileup in the first track\n",
    "painter.draw_pileup(gv.axes[0])\n",
    "\n",
    "# Draw aligned segments in the second track\n",
    "painter.draw_alignment(gv.axes[1])\n",
    "\n",
    "# Adjust start/end coordinates\n",
    "gv.set_xlim(64040802, 64045633)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1000 with 2 Axes>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Display the (now painted) figure\n",
    "gv.figure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Save the output figure"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The output figure can be saved in various bitmap and vector formats, such as PNG, JPEG, PDF, SVG and EPS. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Save the figure as a PNG graphic with resolution 300 dots per inch (DPI)\n",
    "gv.savefig(\"SKBR3.png\", dpi=300)"
   ]
  }
 ],
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