{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f2e487a7-0a39-4ca6-b115-2e0306e29eed",
   "metadata": {},
   "source": [
    "# PeakOTron Introduction\n",
    "\n",
    "This notebook serves as an introduction for new users of the automated SiPM characterization program \"PeakOTron\", as described in the paper *\"PeakOTron: A Python Module for Fitting Charge Spectra of Silicon Photomultipliers\"*\n",
    "\n",
    "It serves a similar purpose as the `example.py` file, but containing more background information and also showing some useful tools for visualizing your SiPM data.\n",
    "\n",
    "## 1. (Optional) Parameters to set\n",
    "\n",
    "In order for PeakOTron to be able to correctly fit charge spectra, it needs to be provided with several fixed parameters (see Table 2 in the paper). The default values for these parameters have been set by us to values that proved to get stable fit results for different SiPMs. However, it is possible to change the defaults to values that better represent other SiPM and measurement setup characteristics.\n",
    "\n",
    "Here is again are thoroughly described list of all the parameters, how they are called in PeakOTron and their default values:\n",
    "\n",
    "- $\\tau$ (name in program: `tau`, default value: 20): The \"slow\" time constant of the SiPM pulse in nanoseconds. Modern-era SiPMs often have a double-decay pulse shape, with a single, high amplitude \"fast\" component followed by a slow component. $\\tau$ here refers to the time constant of the latter component. Since this component is needed as input for the fit, we recommend looking at some sample pulse shapes from the SiPM to characterize and find an estimate of this value. In our paper, we also describe a fit funtion with which this can be easily achieved. If the SiPM to investigate only has a *single* decay shape, use the time constant of this instead.\n",
    "\n",
    "- $\\tau_{\\mathrm{rec}}$ (name in Program: `tau_R`, default value: 0.65$\\cdot\\tau$): The total recovery time of the SiPM. Due to the double-decay pulse shape, recovery occurs faster than if there was just a single decay shape with recovery constant $\\tau$. Thus, a factor is needed to take this into account. We have found 0.65 to be a robust choice, but it of course can be different for the particular SiPM to study.\n",
    "\n",
    "TODO: There is the formula in the code `f_tau = lambda V, V_bd, V_0: -1/np.log((1-np.exp(C_tau(V, V_bd, V_0)*np.exp(-1)))/(1 - np.exp(C_tau(V, V_bd, V_0))))` we should probably mention that computing this factor from the pre-fit values improves the estimate of 0.65?\n",
    "- $t_{0}$ (name in program: `t_0`, default value: 100 ns): Time before gate that is used for dark counts. Since dark counts can occur at any point in time, they also contribute to the spectrum if they occur *before* the start of the integration gate. Ideally, the $t_{0}$ value should be the time that when a dark count occurs, there is the most minimal contribution to the charge spectrum that can still be measured. Since the correct value is difficult to estimate, we suggest to test out different values and see how it affects the fit result.\n",
    "TODO: Discuss whether a value such as 5*$\\tau_{rec}$ would make sense here as a good starting value?\n",
    "\n",
    "- $i_{\\gamma}^{\\mathrm{max}}$ (name in program: `max_n_peaks`, default value: `None`): NOTE: This value needs to be set in a different way than the other values. After creating the PeakOTron instance, call `PeakOTron.SetMaxNPeak(value)` for the desired `value`. Also note that it must be at least 4. The value describes the maximum number of peaks to be considered by the fit. By default, the value is computed by the program itself, but it can be changed to a different fixed value.\n",
    "\n",
    "- $i_{\\mathrm{dark}}^{\\mathrm{max}}$ (name in program: `max_n_peaks_dcr`, default value: 6): NOTE: This value needs to be set similar to $i_{\\gamma}^{\\mathrm{max}}$ by calling the PeakOTron instance: `PeakOTron.SetMaxNPeaksDCR(value)` for the desired `value`. Again here the value must be at least 4. Also note that setting this higher than the default value of 6, the computation time increases significantly.\n",
    "\n",
    "- $\\chi^{2}_{\\mathrm{red, Ped}}$, $n_{\\sigma}^{d}$, $n_{\\sigma}^{u}$ (names in program: `truncate_nsigma0_chi2scanlim`, `truncate_nsigma0_do`, `truncate_nsigma0_up`, default values: 2, 2, 2): Parameters for Non-Gaussian Pedestals. This has been shown very robust using the default parameters. However, they can be changed to different values as well. To fully understand what they do in detail, we refer to Chapter 4 of the above paper.\n",
    "TODO: I have not found where exactly the value for `truncate_nsigma0_chi2scanlim` or where it is actually used in the code???\n",
    "\n",
    "- $N_{\\mathrm{peak}}$ (name in program: `min_n_events_peak`, default value: 100): Minimum number of events that must be contained in a p.e. peak for PeakOTron to treat it as such.\n",
    "\n",
    "- $\\mathrm{bin}_{0}$ (name in program: `bin_0`, default value: 0): First bin for fit.\n",
    "\n",
    "- bin_method (name in program: `bin_method`, default value: `'knuth'`): Binnining method that is used. Defaults to [Knuth's Rule](https://docs.astropy.org/en/stable/api/astropy.stats.knuth_bin_width.html), but can also be `'freedman'` (see this [Link](https://en.wikipedia.org/wiki/Freedman%E2%80%93Diaconis_rule)) or `'scott'` (see this [Link](https://en.wikipedia.org/wiki/Histogram#Scott's_normal_reference_rule)).\n",
    "\n",
    "- prefit_only (name in program: `prefit_only`, default value: `False`): Whether to run *only* the prefit for acquiring the initial values.\n",
    "\n",
    "Now that all the parameters that can be (optionally) changed have been discussed, we can start to have a look at how to use the program.\n",
    "\n",
    "We will show a similar exercise as in the `example.py` script, where we analyze measured data from a Hamamatsu SiPM device. However, we will be using only four of the measured spectra for faster computation.\n",
    "\n",
    "## 2. Loading the data\n",
    "\n",
    "As a first step, we will get our data:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d56d79a1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load necessary modules\n",
    "import numpy as np\n",
    "from PeakOTron import PeakOTron\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "32da4332-7343-4632-95a4-1ec0e467a06b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define all the files to fit.\n",
    "files_to_fit = [\n",
    "    \"./data/hamamatsu_pcb6/Light/PCB6_MPPC_54V_histo.txt\",\n",
    "    \"./data/hamamatsu_pcb6/Light/PCB6_MPPC_56V_histo.txt\",\n",
    "    \"./data/hamamatsu_pcb6/Light/PCB6_MPPC_58V_histo.txt\",\n",
    "    \"./data/hamamatsu_pcb6/Light/PCB6_MPPC_60V_histo.txt\",\n",
    "]\n",
    "\n",
    "# Provide list of voltage values corresponding to the files.\n",
    "voltages = [54.0, 56.0, 58.0, 60.0]\n",
    "\n",
    "# Set SiPM name\n",
    "SiPM = \"PM1125NS_SBO\"\n",
    "\n",
    "# For now, we will use only data from one file for the first part.\n",
    "data_54V = np.loadtxt(files_to_fit[0], skiprows=8)\n",
    "\n",
    "# Create a PeakOTron Fit Object.\n",
    "peakotron = PeakOTron(verbose=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "872eb8b5",
   "metadata": {},
   "source": [
    "## 3. Set parameters for fits and run pre-fit step\n",
    "\n",
    "Since we are interested in investigating the initial values and do some fits, we are running the \"pre-fit\" part of the program first. Note that this is not necessary to do in a separate step and one could have gone to directly call the `Fit` method on the `PeakOTron` object. However, for this exercise we are doing it this way to show the plotting capabilities of the program. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "af5ffc07",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/anaconda3/envs/peakotron_env/lib/python3.10/site-packages/scipy/interpolate/_fitpack_impl.py:724: RuntimeWarning: The number of zeros exceeds mest\n",
      "  warnings.warn(RuntimeWarning(\"The number of zeros exceeds mest\"))\n"
     ]
    }
   ],
   "source": [
    "# Set the parameters for the fit.\n",
    "# We will use the default dictionary of PeakOTron to start and fill in our\n",
    "# desired values.\n",
    "\n",
    "prefit_pars = peakotron._default_fit_kwargs.copy()\n",
    "prefit_pars[\"tau\"] = 21.953  # SLOW PULSE COMPONENT TIME CONSTANT (ns)\n",
    "prefit_pars[\"t_0\"] = 100.0  # PRE-INTEGRATION TIME (ns)\n",
    "prefit_pars[\"t_gate\"] = 104.0  # GATE LENGTH (ns)\n",
    "\n",
    "# SCAN SPECTRUM FROM Q < Q_0 - 4 sigma_0\n",
    "prefit_pars[\"truncate_nsigma0_up\"] = 2.0\n",
    "\n",
    "# EVALUATE SPECTRUM CHI2 IN Q_0 - x*sigma_0  < Q < Q_0 + 2*sigma_0\n",
    "prefit_pars[\"truncate_nsigma0_do\"] = 2.0\n",
    "prefit_pars[\"tau_R\"] = 0.65 * 21.953  # Recovery time of SiPM (ns)\n",
    "prefit_pars[\"bin_method\"] = \"knuth\"  # Method to compute bin width\n",
    "prefit_pars[\"min_n_events_peak\"] = 100  # Minimum number of events in peak\n",
    "\n",
    "# Run pre-fit.\n",
    "peakotron.GetPreFit(data_54V, **prefit_pars)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a793f6f1",
   "metadata": {},
   "source": [
    "## 4. Investigate data and pre-fit results.\n",
    "\n",
    "At first, we will take a look at our data using the `PlotHistogram` method. There are several parameters that can be changed for the plots but we will stay with the defaults for now:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1d98bbd3",
   "metadata": {},
   "outputs": [
    {
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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/code/peakotron/PeakOTron.py:562: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  fig.show()\n"
     ]
    }
   ],
   "source": [
    "peakotron.PlotHistogram()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "096c2903",
   "metadata": {},
   "source": [
    "We can clearly see that our data has been loaded correctly and see the usual charge distribution with the pedestal and the different p.e. peaks. There are several other methods that allow you to investigate pre-fit values, such as the estimate of the gain from the FFT spectrum, using `PlotFFT`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6ebea803",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/code/peakotron/PeakOTron.py:606: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  fig.show()\n"
     ]
    }
   ],
   "source": [
    "peakotron.PlotFFT()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9400cb4",
   "metadata": {},
   "source": [
    "Additionally, we can plot the background estimate which uses a cubic spline fit to the minima of the spectrum in-between peaks (see chapter 3.3.3 in our paper):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1198d129",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/code/peakotron/PeakOTron.py:677: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  fig.show()\n"
     ]
    }
   ],
   "source": [
    "peakotron.PlotBGSub()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ed973a8",
   "metadata": {},
   "source": [
    "The estimates of our peak positions as well as the spectra with and without background subtraction can be seen using the `PlotPeaks` method:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0e313969",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/code/peakotron/PeakOTron.py:763: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  fig.show()\n"
     ]
    }
   ],
   "source": [
    "peakotron.PlotPeaks()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "63011ddd",
   "metadata": {},
   "source": [
    "Our program also offers mathods to plot the resulting variances and means of the peaks as well as their respective linear fits using `PlotVarianceFit` and `PlotMeanFit`, respectively:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "36f30eae",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/code/peakotron/PeakOTron.py:827: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  fig.show()\n"
     ]
    }
   ],
   "source": [
    "peakotron.PlotVarianceFit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "f1181b25",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/code/peakotron/PeakOTron.py:891: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  fig.show()\n"
     ]
    }
   ],
   "source": [
    "peakotron.PlotMeanFit()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53967c76",
   "metadata": {},
   "source": [
    "Finally, we can also get the plot for the DCR estimate from the region in between the pedestal and first p.e. peak using the `PlotDCR` method:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "03d95e2b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/code/peakotron/PeakOTron.py:977: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  fig.show()\n"
     ]
    }
   ],
   "source": [
    "peakotron.PlotDCR()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3cfafe18",
   "metadata": {},
   "source": [
    "# 5. Run the full fit\n",
    "\n",
    "Finally, we are able to run the full detector response model (DRM) using the `Fit` method:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "193db5d4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Truncating fit, starting from 4.000 estimated sigma_0 from estimated pedestal (21.397 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.500 estimated sigma_0 from estimated pedestal (25.714 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.000 estimated sigma_0 from estimated pedestal (30.032 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.500 estimated sigma_0 from estimated pedestal (34.349 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.000 estimated sigma_0 from estimated pedestal (38.667 bins) ...\n",
      "None\n"
     ]
    }
   ],
   "source": [
    "peakotron.Fit(data_54V, **prefit_pars)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "adf84f59",
   "metadata": {},
   "source": [
    "We can now plot the result of our fit using the `PlotFit` method:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "e6e049a7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/code/peakotron/PeakOTron.py:1114: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  fig.show()\n"
     ]
    }
   ],
   "source": [
    "peakotron.PlotFit()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "824f816f",
   "metadata": {},
   "source": [
    "We can see that the fit is able to describe the spectrum at hand rather well. We can now run the final step and fit all of our data.\n",
    "\n",
    "## 6. Run fit on all files and store results in a `pandas.DataFrame`\n",
    "\n",
    "For running the fit on multiple data files, we will simply implement a loop and run the fit each time. Inside the loop, we will create a common dictionary that is used to collect the fit result parameters and their errors from all the fits. Finally, we will create a `pandas.DataFrame` from it and store it as a `csv` file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "ec2a25f1",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/anaconda3/envs/peakotron_env/lib/python3.10/site-packages/scipy/interpolate/_fitpack_impl.py:724: RuntimeWarning: The number of zeros exceeds mest\n",
      "  warnings.warn(RuntimeWarning(\"The number of zeros exceeds mest\"))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Truncating fit, starting from 4.000 estimated sigma_0 from estimated pedestal (21.397 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.500 estimated sigma_0 from estimated pedestal (25.714 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.000 estimated sigma_0 from estimated pedestal (30.032 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.500 estimated sigma_0 from estimated pedestal (34.349 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.000 estimated sigma_0 from estimated pedestal (38.667 bins) ...\n",
      "None\n",
      "Saving figure to ./Results/PM1125NS_SBO_54.0V_fit.png...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/anaconda3/envs/peakotron_env/lib/python3.10/site-packages/scipy/interpolate/_fitpack_impl.py:724: RuntimeWarning: The number of zeros exceeds mest\n",
      "  warnings.warn(RuntimeWarning(\"The number of zeros exceeds mest\"))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Truncating fit, starting from 4.000 estimated sigma_0 from estimated pedestal (6.135 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.500 estimated sigma_0 from estimated pedestal (10.526 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.000 estimated sigma_0 from estimated pedestal (14.917 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.500 estimated sigma_0 from estimated pedestal (19.309 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.000 estimated sigma_0 from estimated pedestal (23.700 bins) ...\n",
      "None\n",
      "Saving figure to ./Results/PM1125NS_SBO_56.0V_fit.png...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/lamprecht/code/peakotron/LossFunctions.py:32: RuntimeWarning: divide by zero encountered in log\n",
      "  nlogL[mask] = (h[mask]*(np.log(E[mask]) - np.log(h[mask]))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "E VariableMetricBuilder Initial matrix not pos.def.\n",
      "Truncating fit, starting from 4.000 estimated sigma_0 from estimated pedestal (4.746 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.500 estimated sigma_0 from estimated pedestal (9.182 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.000 estimated sigma_0 from estimated pedestal (13.618 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.500 estimated sigma_0 from estimated pedestal (18.054 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.000 estimated sigma_0 from estimated pedestal (22.490 bins) ...\n",
      "None\n",
      "Saving figure to ./Results/PM1125NS_SBO_58.0V_fit.png...\n",
      "Truncating fit, starting from 4.000 estimated sigma_0 from estimated pedestal (3.555 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.500 estimated sigma_0 from estimated pedestal (7.993 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 3.000 estimated sigma_0 from estimated pedestal (12.430 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.500 estimated sigma_0 from estimated pedestal (16.868 bins) ...\n",
      "None\n",
      "Truncating fit, starting from 2.000 estimated sigma_0 from estimated pedestal (21.306 bins) ...\n",
      "None\n",
      "Saving figure to ./Results/PM1125NS_SBO_60.0V_fit.png...\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# dictionary if fit results from all files\n",
    "out_dict = {}\n",
    "\n",
    "for tmp_file, tmp_v in zip(files_to_fit, voltages):\n",
    "    # load data\n",
    "    data = np.loadtxt(tmp_file, skiprows=8)\n",
    "    \n",
    "    # create a new PeakOTron object\n",
    "    tmp_fitter = PeakOTron(verbose=False)\n",
    "    \n",
    "    # run fit using the same fixed parameters as before\n",
    "    tmp_fitter.Fit(data, **prefit_pars)\n",
    "    \n",
    "    # plot fit result and store it in results directory\n",
    "    tmp_fitter.PlotFit(plot_in_bins=True, display=False,\n",
    "                       save_directory=f\"./Results/{SiPM}_{tmp_v}V_fit.png\")\n",
    "\n",
    "    # get fit result dict\n",
    "    fit_val, fit_err = tmp_fitter.GetFitResults()\n",
    "    \n",
    "    # for first iteration, initialize out_dict with list of values,\n",
    "    # otherwise append fitted values to existing lists\n",
    "    if out_dict == {}:\n",
    "        for key in fit_val.keys():\n",
    "            out_dict[key] = [fit_val[key]]\n",
    "        for key in fit_err.keys():\n",
    "            out_dict[f\"d_{key}\"] = [fit_err[key]]\n",
    "    else:\n",
    "        for key in fit_val.keys():\n",
    "            out_dict[key].append(fit_val[key])\n",
    "        for key in fit_err.keys():\n",
    "            out_dict[f\"d_{key}\"].append(fit_err[key])\n",
    "\n",
    "# create pandas DataFrame from dictionary\n",
    "df = pd.DataFrame.from_dict(out_dict)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "70fa0a20",
   "metadata": {},
   "source": [
    "Investigate results contained in `DataFrame`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "542fea14",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "\n",
       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Q_0</th>\n",
       "      <th>G</th>\n",
       "      <th>lbda</th>\n",
       "      <th>mu</th>\n",
       "      <th>sigma_0</th>\n",
       "      <th>sigma_1</th>\n",
       "      <th>DCR</th>\n",
       "      <th>tau</th>\n",
       "      <th>t_gate</th>\n",
       "      <th>t_0</th>\n",
       "      <th>...</th>\n",
       "      <th>d_t_gate</th>\n",
       "      <th>d_t_0</th>\n",
       "      <th>d_k_max</th>\n",
       "      <th>d_len_pad</th>\n",
       "      <th>d_tau_Ap</th>\n",
       "      <th>d_p_Ap</th>\n",
       "      <th>d_tau_R</th>\n",
       "      <th>d_k_max_dcr</th>\n",
       "      <th>d_A</th>\n",
       "      <th>d_P_Ap</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>57.982706</td>\n",
       "      <td>62.915628</td>\n",
       "      <td>0.005658</td>\n",
       "      <td>0.698876</td>\n",
       "      <td>8.626730</td>\n",
       "      <td>3.533069</td>\n",
       "      <td>0.000283</td>\n",
       "      <td>21.953</td>\n",
       "      <td>104.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.04</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.65</td>\n",
       "      <td>24.513764</td>\n",
       "      <td>0.998372</td>\n",
       "      <td>0.142695</td>\n",
       "      <td>0.06</td>\n",
       "      <td>616.534831</td>\n",
       "      <td>0.173476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>42.073182</td>\n",
       "      <td>116.138427</td>\n",
       "      <td>0.013789</td>\n",
       "      <td>1.035816</td>\n",
       "      <td>8.740319</td>\n",
       "      <td>4.379598</td>\n",
       "      <td>0.000339</td>\n",
       "      <td>21.953</td>\n",
       "      <td>104.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.04</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.09</td>\n",
       "      <td>1.17</td>\n",
       "      <td>0.255544</td>\n",
       "      <td>0.001869</td>\n",
       "      <td>0.142695</td>\n",
       "      <td>0.06</td>\n",
       "      <td>616.948233</td>\n",
       "      <td>0.000748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>41.099725</td>\n",
       "      <td>168.106154</td>\n",
       "      <td>0.029224</td>\n",
       "      <td>1.202393</td>\n",
       "      <td>8.740849</td>\n",
       "      <td>5.409011</td>\n",
       "      <td>0.000427</td>\n",
       "      <td>21.953</td>\n",
       "      <td>104.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.04</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.10</td>\n",
       "      <td>1.69</td>\n",
       "      <td>0.106636</td>\n",
       "      <td>0.002010</td>\n",
       "      <td>0.142695</td>\n",
       "      <td>0.06</td>\n",
       "      <td>567.441685</td>\n",
       "      <td>0.000780</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>40.202661</td>\n",
       "      <td>219.178218</td>\n",
       "      <td>0.049126</td>\n",
       "      <td>1.284912</td>\n",
       "      <td>8.745756</td>\n",
       "      <td>6.334414</td>\n",
       "      <td>0.000525</td>\n",
       "      <td>21.953</td>\n",
       "      <td>104.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.04</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.09</td>\n",
       "      <td>2.20</td>\n",
       "      <td>0.061087</td>\n",
       "      <td>0.002278</td>\n",
       "      <td>0.142695</td>\n",
       "      <td>0.06</td>\n",
       "      <td>614.185027</td>\n",
       "      <td>0.000865</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4 rows × 38 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         Q_0           G      lbda        mu   sigma_0   sigma_1       DCR  \\\n",
       "0  57.982706   62.915628  0.005658  0.698876  8.626730  3.533069  0.000283   \n",
       "1  42.073182  116.138427  0.013789  1.035816  8.740319  4.379598  0.000339   \n",
       "2  41.099725  168.106154  0.029224  1.202393  8.740849  5.409011  0.000427   \n",
       "3  40.202661  219.178218  0.049126  1.284912  8.745756  6.334414  0.000525   \n",
       "\n",
       "      tau  t_gate    t_0  ...  d_t_gate  d_t_0  d_k_max  d_len_pad   d_tau_Ap  \\\n",
       "0  21.953   104.0  100.0  ...      1.04    1.0     0.07       0.65  24.513764   \n",
       "1  21.953   104.0  100.0  ...      1.04    1.0     0.09       1.17   0.255544   \n",
       "2  21.953   104.0  100.0  ...      1.04    1.0     0.10       1.69   0.106636   \n",
       "3  21.953   104.0  100.0  ...      1.04    1.0     0.09       2.20   0.061087   \n",
       "\n",
       "     d_p_Ap   d_tau_R  d_k_max_dcr         d_A    d_P_Ap  \n",
       "0  0.998372  0.142695         0.06  616.534831  0.173476  \n",
       "1  0.001869  0.142695         0.06  616.948233  0.000748  \n",
       "2  0.002010  0.142695         0.06  567.441685  0.000780  \n",
       "3  0.002278  0.142695         0.06  614.185027  0.000865  \n",
       "\n",
       "[4 rows x 38 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65cf3e9b",
   "metadata": {},
   "source": [
    "Finally, store `DataFrame` as `csv` file:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "95d860e4",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv(f\"./Results/{SiPM}_fit_results.csv\", index=False)"
   ]
  }
 ],
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