From ccacbd0b25ffd80d6882d0e73ede2bc1beae731b Mon Sep 17 00:00:00 2001 From: Ian Wong Date: Wed, 17 Dec 2025 13:33:37 -0500 Subject: [PATCH 1/9] Major updates to LRS slit extraction notebook - Updated documentation and explanatory text - Added smoothed background example to Example 3 - New Example 5 on optimal spectral extraction --- .../MIRI/MIRI_LRS_spectral_extraction/._data | Bin 0 -> 212 bytes .../miri_lrs_advanced_extraction_part1.ipynb | 815 ------ .../miri_lrs_slit_advanced_extraction.ipynb | 2510 +++++++++++++++++ .../requirements.txt | 4 +- .../x1d_reffile_example1.json | 45 + .../x1d_reffile_example2a.json | 45 + .../x1d_reffile_example2b.json | 46 + .../x1d_reffile_example3a.json | 60 + .../x1d_reffile_example3b.json | 61 + .../x1d_reffile_example4.json | 56 + .../x1d_reffile_example5b.json | 45 + 11 files changed, 2869 insertions(+), 818 deletions(-) create mode 100755 notebooks/MIRI/MIRI_LRS_spectral_extraction/._data delete mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_advanced_extraction_part1.ipynb create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/._data b/notebooks/MIRI/MIRI_LRS_spectral_extraction/._data new file mode 100755 index 0000000000000000000000000000000000000000..b2c542b1065b147cece2ec36c3321df24a47c75f GIT binary patch literal 212 zcmZQz6=P>$Vqox1Ojhs@R)|o50+1L3ClDI}@gg7w@vi_e5x_AdBnYYuq+J^qI7A5ADWagzZ6zUroSQuNInIxO1SsGhf2PdW_7G+wySr|Jx lIXfHbI-8ie>6%zrI_f$)IlJn*m>N2}7@9a4xVRWF004%GADjRH literal 0 HcmV?d00001 diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_advanced_extraction_part1.ipynb b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_advanced_extraction_part1.ipynb deleted file mode 100644 index d8093b8d5..000000000 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_advanced_extraction_part1.ipynb +++ /dev/null @@ -1,815 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "20ce4694", - "metadata": {}, - "source": [ - "# MIRI LRS Slit Spectroscopy: Spectral Extraction using the JWST Pipeline\n", - "\n", - "July 2023\n", - "\n", - "**Use case:** Spectral extraction of slit spectra with the JWST calibration pipeline.
\n", - "**Data:** Publicly available science data
\n", - "**Tools:** jwst, matplotlib, astropy.
\n", - "**Cross-intrument:** NIRSpec, MIRI.
\n", - "**Documentation:** This notebook is part of a STScI's larger [post-pipeline Data Analysis Tools Ecosystem](https://jwst-docs.stsci.edu/jwst-post-pipeline-data-analysis) and can be [downloaded](https://github.com/spacetelescope/dat_pyinthesky/tree/main/jdat_notebooks/MRS_Mstar_analysis) directly from the [JDAT Notebook Github directory](https://github.com/spacetelescope/jdat_notebooks).
\n", - "\n", - "\n", - "### Introduction: Spectral extraction in the JWST calibration pipeline\n", - "\n", - "The JWST calibration pipeline performs spectrac extraction for all spectroscopic data using basic default assumptions that are tuned to produce accurately calibrated spectra for the majority of science cases. This default method is a simple fixed-width boxcar extraction, where the spectrum is summed over a number of pixels along the cross-dispersion axis, over the valid wavelength range. An aperture correction is applied at each pixel along the spectrum to account for flux lost from the finite-width aperture. \n", - "\n", - "The ``extract_1d`` step uses the following inputs for its algorithm:\n", - "- the spectral extraction reference file: this is a json-formatted file, available as a reference file from the [JWST CRDS system](https://jwst-crds.stsci.edu)\n", - "- the bounding box: the ``assign_wcs`` step attaches a bounding box definition to the data, which defines the region over which a valid calibration is available. We will demonstrate below how to visualize this region. \n", - "\n", - "However the ``extract_1d`` step has the capability to perform more complex spectral extractions, requiring some manual editing of parameters and re-running of the pipeline step. \n", - "\n", - "\n", - "### Aims\n", - "\n", - "This notebook will demonstrate how to re-run the spectral extraction step with different settings to illustrate the capabilities of the JWST calibration pipeline. \n", - "\n", - "\n", - "### Assumptions\n", - "\n", - "We will demonstrate the spectral extraction methods on resampled, calibrated spectral images. The basic demo and two examples run on Level 3 data, in which the nod exposures have been combined into a single spectral image. Two examples will use the Level 2b data - one of the nodded exposures. \n", - "\n", - "\n", - "### Test data\n", - "\n", - "The data used in this notebook is an observation of the Type Ia supernova SN2021aefx, observed by Jha et al in PID 2072 (Obs 1). These data were taken with zero exclusive access period, and published in [Kwok et al 2023](https://ui.adsabs.harvard.edu/abs/2023ApJ...944L...3K/abstract). You can retrieve the data from [this Box folder](https://stsci.box.com/s/i2xi18jziu1iawpkom0z2r94kvf9n9kb), and we recommend you place the files in the ``data/`` folder of this repository, or change the directory settings in the notebook prior to running. \n", - "\n", - "You can of course use your own data instead of the demo data. \n", - "\n", - "\n", - "### JWST pipeline version and CRDS context\n", - "\n", - "This notebook was written using the calibration pipeline version 1.10.2. We set the CRDS context explicitly to 1089 to match the current latest version in MAST. If you use different pipeline versions or CRDS context, please read the relevant release notes ([here for pipeline](https://github.com/spacetelescope/jwst), [here for CRDS](https://jwst-crds.stsci.edu)) for possibly relevant changes.\n", - "\n", - "### Contents\n", - "\n", - "1. [The Level 3 data products](#l3data)\n", - "2. [The spectral extraction reference file](#x1dref)\n", - "3. [Example 1: Changing the aperture width](#ex1)\n", - "4. [Example 2: Changing the aperture location](#ex2)\n", - "5. [Example 3: Extraction with background subtraction](#ex3)\n", - "6. [Example 4: Tapered column extraction](#ex4)\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "id": "14ff9543", - "metadata": {}, - "source": [ - "## Import Packages" - ] - }, - { - "cell_type": "markdown", - "id": "e698ce3a-fdaf-4d3b-9109-b980794e94aa", - "metadata": {}, - "source": [ - "- `astropy.io` fits for accessing FITS files\n", - "- `os` for managing system paths\n", - "- `matplotlib` for plotting data\n", - "- `urllib` for downloading data\n", - "- `tarfile` for unpacking data\n", - "- `numpy` for basic array manipulation\n", - "- `jwst` for running JWST pipeline and handling data products\n", - "- `json` for working with json files\n", - "- `crds` for working with JWST reference files" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3a130dd2", - "metadata": {}, - "outputs": [], - "source": [ - "# Set CRDS variables first\n", - "import os\n", - "\n", - "os.environ['CRDS_CONTEXT'] = 'jwst_1089.pmap'\n", - "os.environ['CRDS_PATH'] = os.environ['HOME']+'/crds_cache'\n", - "os.environ['CRDS_SERVER_URL'] = 'https://jwst-crds.stsci.edu'\n", - "print(f'CRDS cache location: {os.environ[\"CRDS_PATH\"]}')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "08ddf5f7", - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline\n", - "import urllib.request\n", - "import tarfile\n", - "\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "import astropy.io.fits as fits\n", - "import astropy.units as u\n", - "from astropy.modeling import models, fitting\n", - "\n", - "import jwst\n", - "from jwst import datamodels\n", - "from jwst.extract_1d import Extract1dStep\n", - "\n", - "from matplotlib.patches import Rectangle\n", - "\n", - "import json\n", - "import crds\n", - "\n", - "print(f'Using JWST calibration pipeline version {jwst.__version__}')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "305103d5", - "metadata": {}, - "outputs": [], - "source": [ - "data_tar_url = 'https://data.science.stsci.edu/redirect/JWST/jwst-data_analysis_tools/MIRI_LRS_notebook/data.tar.gz'\n", - "\n", - "# Download and unpack data if needed\n", - "if not os.path.exists(\"data.tar.gz\"):\n", - " print(\"Downloading Data\")\n", - " urllib.request.urlretrieve(data_tar_url, 'data.tar.gz')\n", - "if not os.path.exists(\"data/\"):\n", - " print(\"Unpacking Data\")\n", - " with tarfile.open('./data.tar.gz', \"r:gz\") as tar:\n", - " tar.extractall(filter='data')" - ] - }, - { - "cell_type": "markdown", - "id": "611086f4", - "metadata": {}, - "source": [ - "## 1. The Level 3 Data Products \n", - "\n", - "\n", - "Let's start by plotting the main default Level 3 output products:\n", - "* the ``s2d`` file: this is the 2D image built from the co-added resampled individual nod exposures. \n", - "* the ``x1d`` file: this is the 1-D extracted spectrum, extracted from the Level 3 ``s2d`` file. \n", - "\n", - "The ``s2d`` image shows a bright central trace, flanked by two negative traces. These result from the combination of the nod exposures, each of which also contains a positive and negative trace due to being mutually subtracted for background subtraction. \n", - "\n", - "We restrict the short-wavelength end of the x-axis to 5 micron, as our calibration is very poor below this wavelength. The Level 3 spectrum is extracted from the resampled, dither-combined, calibrated exposure. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a8012bfa", - "metadata": {}, - "outputs": [], - "source": [ - "l3_s2d_file = 'data/jw02072-o001_t010_miri_p750l_s2d_1089.fits'\n", - "l3_s2d = datamodels.open(l3_s2d_file)\n", - "fig, ax = plt.subplots(figsize=[2, 8])\n", - "im2d = ax.imshow(l3_s2d.data, origin='lower', aspect='auto', cmap='gist_gray')\n", - "ax.set_xlabel('column')\n", - "ax.set_ylabel('row')\n", - "ax.set_title('SN2021aefx - Level 3 resampled 2D spectral image')\n", - "fig.colorbar(im2d)\n", - "fig.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c51f421b", - "metadata": {}, - "outputs": [], - "source": [ - "l3_file = 'data/jw02072-o001_t010_miri_p750l_x1d_1089.fits'\n", - "l3_spec = datamodels.open(l3_file)\n", - "\n", - "fig2, ax2 = plt.subplots(figsize=[12, 4])\n", - "ax2.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'])\n", - "ax2.set_xlabel('wavelength (um)')\n", - "ax2.set_ylabel('flux (Jy)')\n", - "ax2.set_title('SN2021aefx - Level 3 spectrum in MAST (pmap 1089)')\n", - "ax2.set_xlim(5., 14.)\n", - "fig2.show()" - ] - }, - { - "cell_type": "markdown", - "id": "3ae110b4", - "metadata": {}, - "source": [ - "## The spectral extraction reference file \n", - "\n", - "The reference file that tells the ``extract_1d`` algorithm what parameters to use is a text file using the `json` format that is available in [CRDS](https://jwst-crds.stsci.edu). The second reference file used in the extraction is the aperture correction; this corrects for the flux lost as a function of wavelength for the extraction aperture size used. You can use the datamodel attributes of the ``x1d`` file to check which extraction reference file was called by the algorithm. \n", - "\n", - "We show below how to examine the file programmatically to see what aperture was used to produce the default Level 3 spectrum shown above. **Note: this json file can easily be opened and edited with a simple text editor**. \n", - "\n", - "Full documentation of the ``extract_1d`` reference file is available [here](https://jwst-pipeline.readthedocs.io/en/latest/jwst/extract_1d/reference_files.html). We recommend you read this page and any links therein carefully to understand how the parameters in the file are applied to the data. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f0574ee0-84a0-4fa8-ae54-d7b6ca34a7a7", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "print(f'Spectral extraction reference file used: {l3_spec.meta.ref_file.extract1d.name}')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "95f20a0a-0f24-4d4b-8480-2c37574ad6e8", - "metadata": { - "scrolled": true, - "tags": [ - "scroll-output" - ] - }, - "outputs": [], - "source": [ - "file_path = 'data/jw02072-o001_t010_miri_p750l_x1d_1089.fits'\n", - "with fits.open(file_path) as hdul:\n", - " header = hdul[0].header\n", - " json_ref_default = crds.getreferences(header)['extract1d']\n", - "\n", - " with open(json_ref_default) as json_ref:\n", - " x1dref_default = json.load(json_ref)\n", - " print('Settings for SLIT data: {}'.format(x1dref_default['apertures'][0]))\n", - " print(' ')\n", - " print('Settings for SLITLESS data: {}'.format(x1dref_default['apertures'][1]))" - ] - }, - { - "cell_type": "markdown", - "id": "ecc11d6b", - "metadata": {}, - "source": [ - "Let's look at what's in this file. \n", - "\n", - "* **id**: identification label, in this case specifying the exposure type the parameters will be applied to.\n", - "* **region_type**: optional, if included must be set to 'target'\n", - "* **disp_axis**: defines the direction of dispersion (1 for x-axis, 2 for y-axis). **For MIRI LRS this should always be set to 2**. \n", - "* **xstart** (int): first pixel in the horizontal direction (x-axis; 0-indexed) \n", - "* **xstop** (int): last pixel in the horizontal direction (x-axis; 0-indexed; limit is **inclusive**)\n", - "* **bkg_order**: \n", - "* **use_source_posn** (True/False): if True, this will use the target coordinates to locate the target in the field, and offset the extraction aperture to this location. **We recommend this is set to False**. \n", - "* **bkg_order**: the polynomial order to be used for background fitting. if the accompanying parameter **bkg_coeff** is not provided, no background fitting will be performed. **For MIRI LRS slit data, default background subtraction is achieved in the Spec2Pipeline, by mutually subtracting nod expsosures**.\n", - "\n", - "As for MIRI LRS the dispersion is in the vertical direction (i.e. `disp_axis` = 2), the extraction aperture width is specified with the coordinates `xstart` and `xstop`. If no coordinates `ystart` and `ystop` are provided, the spectrum will be extracted over the full height of the ``s2d`` cutout region. We can illustrate the default extraction parameters on the Level 3 ``s2d`` file. \n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "703f59cd", - "metadata": {}, - "outputs": [], - "source": [ - "xstart = x1dref_default['apertures'][0]['xstart']\n", - "xstop = x1dref_default['apertures'][0]['xstop']\n", - "ap_height = np.shape(l3_s2d.data)[0]\n", - "ap_width = xstop - xstart + 1\n", - "x1d_rect = Rectangle(xy=(xstart, 0), width=ap_width, height=ap_height, angle=0., edgecolor='red',\n", - " facecolor='None', ls='-', lw=1.5)\n", - "\n", - "fig, ax = plt.subplots(figsize=[2, 8])\n", - "im2d = ax.imshow(l3_s2d.data, origin='lower', aspect='auto', cmap='gist_gray')\n", - "ax.add_patch(x1d_rect)\n", - "ax.set_xlabel('column')\n", - "ax.set_ylabel('row')\n", - "ax.set_title('SN2021aefx - Level 3 resampled 2D spectral image')\n", - "fig.colorbar(im2d)\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "id": "1fd784d9", - "metadata": {}, - "source": [ - "## Example 1: Changing the extraction width \n", - "\n", - "In this example, we demonstrate how to change the extraction width from the default. Instead of 8 pixels, we'll extract 12, keeping the aperture centred on the trace. \n", - "\n", - "We will modify the values in the json files in python in this notebook, but the file can also simply be edited in a text editor. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "06dc8eb5", - "metadata": {}, - "outputs": [], - "source": [ - "xstart2 = xstart - 2\n", - "xstop2 = xstop + 2\n", - "print('New xstart, xstop values = {0},{1}'.format(xstart2, xstop2))\n", - "\n", - "with open(json_ref_default) as json_ref:\n", - " x1dref_default = json.load(json_ref)\n", - " x1dref_ex1 = x1dref_default.copy()\n", - " x1dref_ex1['apertures'][0]['xstart'] = xstart2\n", - " x1dref_ex1['apertures'][0]['xstop'] = xstop2\n", - "\n", - "with open('x1d_reffile_example1.json', 'w') as jsrefout:\n", - " json.dump(x1dref_ex1, jsrefout, indent=4)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5bc85413", - "metadata": {}, - "outputs": [], - "source": [ - "ap_width2 = xstop2 - xstart2 + 1\n", - "x1d_rect1 = Rectangle(xy=(xstart, 0), width=ap_width, height=ap_height, angle=0., edgecolor='red',\n", - " facecolor='None', ls='-', lw=1, label='8-px aperture (default)')\n", - "\n", - "x1d_rect2 = Rectangle(xy=(xstart2, 0), width=ap_width2, height=ap_height, angle=0., edgecolor='cyan',\n", - " facecolor='None', ls='-', lw=1, label='12-px aperture')\n", - "\n", - "fig4, ax4 = plt.subplots(figsize=[2, 8])\n", - "im2d = ax4.imshow(l3_s2d.data, origin='lower', aspect='auto', cmap='gist_gray')\n", - "# ax4.add_collection(aps_collection)\n", - "ax4.add_patch(x1d_rect1)\n", - "ax4.add_patch(x1d_rect2)\n", - "\n", - "ax4.set_xlabel('column')\n", - "ax4.set_ylabel('row')\n", - "ax4.set_title('Example 1: Default vs modified extraction aperture')\n", - "ax4.legend(loc=3)\n", - "fig.colorbar(im2d)\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "id": "87efcb9f", - "metadata": {}, - "source": [ - "Next we run the spectral extraction step, using this modified reference file. Note: when a step is run individually the file name suffix is different from when we run the Spec3Pipeline in its entirety. The extracted spectrum will now have ``extract1dstep.fits`` in the filename. The custom parameters we pass to the step call:\n", - "\n", - "* ``output_file``: we provide a custom output filename for this example (including an output filename renders the ``save_results`` parameter obsolete)\n", - "* ``override_extract1d``: here we provide the name of the custom reference file we created above\n", - "\n", - "We will plot the output against the default extracted product. We expect the spectra to be almost identical; differences can be apparent at the longer wavelengths as our path loss correction is less well calibrated in this low SNR region. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7304f758", - "metadata": { - "scrolled": true, - "tags": [ - "scroll-output" - ] - }, - "outputs": [], - "source": [ - "sp3_ex1 = Extract1dStep.call(l3_s2d, output_dir='data/', \n", - " output_file='lrs_slit_extract_example1', override_extract1d='x1d_reffile_example1.json')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "91199fd1", - "metadata": {}, - "outputs": [], - "source": [ - "print(sp3_ex1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "91ebfc64", - "metadata": {}, - "outputs": [], - "source": [ - "fig5, ax5 = plt.subplots(figsize=[12, 4])\n", - "ax5.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='8-px aperture')\n", - "ax5.plot(sp3_ex1.spec[0].spec_table['WAVELENGTH'], sp3_ex1.spec[0].spec_table['FLUX'], label='12-px aperture')\n", - "ax5.set_xlabel('wavelength (um)')\n", - "ax5.set_ylabel('flux (Jy)')\n", - "ax5.set_title('Example 1: Difference aperture sizes')\n", - "ax5.set_xlim(5., 14.)\n", - "ax5.legend()\n", - "fig5.show()" - ] - }, - { - "cell_type": "markdown", - "id": "f28a4f8e", - "metadata": {}, - "source": [ - "## Example 2: Changing aperture location\n", - "\n", - "In this example we will demonstrate spectral extraction at a different location in the slit. A good use case for this is to extract a spectrum from one of the nodded exposures, prior to combination of the nods in the Spec3Pipeline. We will take the ``s2d`` output from the Spec2Pipeline, and extract the spectrum. In the nod 1 exposure we see the spectrum peak is located in column 13 (0-indexed), and we extract a default 8-px fixed-width aperture. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8a8cf793", - "metadata": {}, - "outputs": [], - "source": [ - "l2_s2d_file = 'data/jw02072001001_06101_00001_mirimage_s2d.fits'\n", - "l2_s2d = datamodels.open(l2_s2d_file)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "55c81453", - "metadata": {}, - "outputs": [], - "source": [ - "xstart3 = 9\n", - "xstop3 = 17\n", - "\n", - "with open(json_ref_default) as json_ref:\n", - " x1dref_default = json.load(json_ref)\n", - " x1dref_ex2 = x1dref_default.copy()\n", - " x1dref_ex2['apertures'][0]['xstart'] = xstart3\n", - " x1dref_ex2['apertures'][0]['xstop'] = xstop3\n", - "\n", - "with open('x1d_reffile_example2.json', 'w') as jsrefout:\n", - " json.dump(x1dref_ex2, jsrefout, indent=4)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "fe340506", - "metadata": {}, - "outputs": [], - "source": [ - "ap_width3 = xstop3 - xstart3 + 1\n", - "x1d_rect3 = Rectangle(xy=(xstart3, 0), width=ap_width3, height=ap_height, angle=0., edgecolor='red',\n", - " facecolor='None', ls='-', lw=1, label='8-px aperture at nod 1 location')\n", - "\n", - "fig6, ax6 = plt.subplots(figsize=[2, 8])\n", - "im2d = ax6.imshow(l2_s2d.data, origin='lower', aspect='auto', cmap='gist_gray')\n", - "ax6.add_patch(x1d_rect3)\n", - "ax6.set_xlabel('column')\n", - "ax6.set_ylabel('row')\n", - "ax6.set_title('Example 2: Different aperture location')\n", - "ax6.legend(loc=3)\n", - "fig6.colorbar(im2d)\n", - "fig6.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3b0b287b", - "metadata": { - "scrolled": true, - "tags": [ - "scroll-output" - ] - }, - "outputs": [], - "source": [ - "sp2_ex2 = Extract1dStep.call(l2_s2d_file, output_dir='data/', output_file='lrs_slit_extract_example2',\n", - " override_extract1d='x1d_reffile_example2.json')" - ] - }, - { - "cell_type": "markdown", - "id": "32eaa24e", - "metadata": {}, - "source": [ - "Let's again plot the output against the default extracted product. We expect this 1-nod spectrum to be noisier but not significantly different from the combined product. The spectrum may have more bad pixels that manifest as spikes or dips in the spectrum. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ce8eccfb", - "metadata": {}, - "outputs": [], - "source": [ - "fig7, ax7 = plt.subplots(figsize=[12, 4])\n", - "ax7.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='default location (nods combined)')\n", - "ax7.plot(sp2_ex2.spec[0].spec_table['WAVELENGTH'], sp2_ex2.spec[0].spec_table['FLUX'], label='nod 1 location (single nod)')\n", - "ax7.set_xlabel('wavelength (um)')\n", - "ax7.set_ylabel('flux (Jy)')\n", - "ax7.set_title('Example 2: Different aperture locations')\n", - "ax7.set_xlim(5., 14.)\n", - "ax7.legend()\n", - "fig7.show()" - ] - }, - { - "cell_type": "markdown", - "id": "39492ab3", - "metadata": {}, - "source": [ - "## Example 3: Extraction with background subtraction\n", - "\n", - "For LRS slit observations, the default background subtraction strategy is performed in the ``background`` step in the Spec2Pipeline; the 2 nodded exposures are mutually subtracted, resulting in each returning a 2D spectral image with a positive and a negative trace, and the background subtracted. \n", - "\n", - "For non-standard cases or slitless LRS data it is however possible to subtract a background as part of the spectral extraction in ``extract_1d``. In the ``extract_1d`` reference file we can pass specific parameters for the background:\n", - "* bkg_coeff (list or list of floats): the regions to be used as background. **This is the main parameter required for background subtraction**\n", - "* bkg_fit (string): the type or method of the background computation. (e.g. None, 'poly', 'mean' or 'median')\n", - "* bkg_order (int): the order of polynomial to fit to background regions. if bkg_fit is not set to 'poly', this parameter will be ignored. \n", - "* smoothing_length (odd int; optional): the width of the boxcar filter that will be used to smooth the background signal in the dispersion direction. This can provide a better quality in case of noisy data. \n", - "\n", - "The 'poly' option for the ``bkg_fit`` parameter will take the value of all pixels in the background region on a given row, and fit a polynomial of order ``bkg_order`` to them. This option can be useful in cases where a gradient is present in the background. \n", - "\n", - "The data we're using here already has the background subtracted so we expect the impact of this to be minimal, but we provide a demonstration using the nod 1, level 2b spectral image. In this example we will calculate the background from 2 4-column windows, setting the ``bkg_fit`` to 'median'. \n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b4ea99ea", - "metadata": {}, - "outputs": [], - "source": [ - "rows = [140, 200, 325]\n", - "fig8, ax8 = plt.subplots(figsize=[8, 4])\n", - "ncols = np.shape(l2_s2d.data)[1]\n", - "pltx = np.arange(ncols)\n", - "for rr in rows:\n", - " label = 'row {}'.format(rr)\n", - " ax8.plot(pltx, l2_s2d.data[rr, :], label=label)\n", - "ax8.axvline(x=1, ymin=0, ymax=1, ls='--', lw=1., color='coral', label='background regions')\n", - "ax8.axvline(x=5, ymin=0, ymax=1, ls='--', lw=1., color='coral')\n", - "ax8.axvline(x=39, ymin=0, ymax=1, ls='--', lw=1., color='coral')\n", - "ax8.axvline(x=43, ymin=0, ymax=1, ls='--', lw=1., color='coral')\n", - "ax8.legend()\n", - "fig8.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1238d6c9", - "metadata": {}, - "outputs": [], - "source": [ - "with open(json_ref_default) as json_ref:\n", - " x1dref_default = json.load(json_ref)\n", - " x1dref_ex3 = x1dref_default.copy()\n", - " x1dref_ex3['apertures'][0]['xstart'] = xstart3\n", - " x1dref_ex3['apertures'][0]['xstop'] = xstop3\n", - " x1dref_ex3['apertures'][0]['bkg_coeff'] = [[0.5], [4.5], [38.5], [43.5]]\n", - " x1dref_ex3['apertures'][0]['bkg_fit'] = 'median'\n", - "\n", - "with open('x1d_reffile_example3.json', 'w') as jsrefout:\n", - " json.dump(x1dref_ex3, jsrefout, indent=4)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ac0d2746", - "metadata": { - "scrolled": true, - "tags": [ - "scroll-output" - ] - }, - "outputs": [], - "source": [ - "sp2_ex3 = Extract1dStep.call(l2_s2d_file, output_dir='data/', output_file='lrs_slit_extract_example3',\n", - " override_extract1d='x1d_reffile_example3.json')" - ] - }, - { - "cell_type": "markdown", - "id": "45b69d9b", - "metadata": {}, - "source": [ - "When the ``extract_1d`` step performs a background subtraction, the background spectrum is part of the output product, so you can check what was subtracted. In the plot below we can see that, as expected, the background for this particular exposure is near-zero (apart from the noisy long-wavelength end), as the subtraction was already performed. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7210c9ac", - "metadata": {}, - "outputs": [], - "source": [ - "fig9, ax9 = plt.subplots(nrows=2, ncols=1, figsize=[12, 4])\n", - "# ax9.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='default location (nods combined)')\n", - "ax9[0].plot(sp2_ex2.spec[0].spec_table['WAVELENGTH'], sp2_ex2.spec[0].spec_table['FLUX'], label='nod 1 spectrum - no bkg sub')\n", - "ax9[0].plot(sp2_ex3.spec[0].spec_table['WAVELENGTH'], sp2_ex3.spec[0].spec_table['FLUX'], label='nod 1 spectrum - with bkg sub')\n", - "ax9[1].plot(sp2_ex3.spec[0].spec_table['WAVELENGTH'], sp2_ex3.spec[0].spec_table['BACKGROUND'], label='background')\n", - "ax9[1].set_xlabel('wavelength (um)')\n", - "ax9[0].set_ylabel('flux (Jy)')\n", - "ax9[0].set_title('Example 3: Extraction with background subtraction')\n", - "ax9[0].set_xlim(5., 14.)\n", - "ax9[1].set_xlim(5., 14.)\n", - "ax9[0].legend()\n", - "ax9[1].legend()\n", - "fig9.show()" - ] - }, - { - "cell_type": "markdown", - "id": "e01786eb", - "metadata": {}, - "source": [ - "## Example 4: Tapered column extraction\n", - "\n", - "In this example we will use the JWST calibration pipeline to perform a spectral extraction in a tapered column aperture. The way to specify this in the extraction reference file is to use the ``src_soeff`` parameter instead of the simpler ``xstart``, ``xstop`` settings. The ``src_coeff`` parameter can take polynomial coefficients rather than fixed pixel values. In this example, we will define a tapered column aperture corresponding to 3 * the FWHM of the spatial profile. \n", - "\n", - "Polynomial definitions for the extraction aperture can be specified as a function of pixels or wavelength, which is defined in the ``independent_var`` parameter. \n", - "\n", - "We will use pre-measured FWHM values as a function of **wavelength** to fit a straight line to the FWHM($\\lambda$) profile, and set the extraction parameters according to this fit. The FWHM can of course also be measured directly from the data as well. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9e3c2433", - "metadata": {}, - "outputs": [], - "source": [ - "def calc_xap_fit():\n", - " # these are values measured from commissioning data. FWHM is in arcsec.\n", - " lam = [5.0, 7.5, 10.0, 12.0]\n", - " fwhm = [0.29, 0.3, 0.36, 0.42]\n", - "\n", - " # convert from arcsec to pixel using MIRI pixel scaling of 0.11 arcsec/px\n", - " fwhm_px = fwhm / (0.11*u.arcsec/u.pixel)\n", - "\n", - " # we want to extract 3 * fwhm, which means 1.5 * fwhm on either side of the trace\n", - " xap_pix = 1.5 * fwhm_px\n", - "\n", - " # now we want to fit a line to these points\n", - " line_init = models.Linear1D()\n", - " fit = fitting.LinearLSQFitter()\n", - "\n", - " fitted_line = fit(line_init, lam, xap_pix.value)\n", - " print(fitted_line)\n", - "\n", - " fig, ax = plt.subplots(figsize=[8, 4])\n", - " xplt = np.linspace(4.0, 14., num=50)\n", - " ax.plot(lam, xap_pix.value, 'rx', label='1.5 * FWHM(px)')\n", - " ax.plot(xplt, fitted_line(xplt), 'b-', label='best-fit line')\n", - " ax.set_xlabel('wavelength')\n", - " ax.set_ylabel('px')\n", - " ax.legend()\n", - "\n", - " return fitted_line" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e21fcec5", - "metadata": {}, - "outputs": [], - "source": [ - "poly_pos = calc_xap_fit()\n", - "print(poly_pos.slope, poly_pos.intercept)" - ] - }, - { - "cell_type": "markdown", - "id": "f7dc8785", - "metadata": {}, - "source": [ - "The above polynomial defines the relationship between wavelength and the number of pixels to extract. To ensure that the extractio location is centred on the location of the spectrum, we add to the intercept value the central location of the trace, which is at column 30.5. \n", - "\n", - "In the next cell, we provide these parameters to the ``src_coeff`` parameter in the extraction reference file. **Note: The ``src_coeff`` parameter takes precedence over the ``xstart`` and ``xstop`` parameters if all 3 are present; for clarity we remove the latter from our reference file.**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a9c9d403", - "metadata": {}, - "outputs": [], - "source": [ - "trace_cen = 30.5\n", - "\n", - "with open(json_ref_default) as json_ref:\n", - " x1dref_default = json.load(json_ref)\n", - " x1dref_ex4 = x1dref_default.copy()\n", - " x1dref_ex4['apertures'][0]['xstart'] = None\n", - " x1dref_ex4['apertures'][0]['xstop'] = None\n", - " x1dref_ex4['apertures'][0]['independent_var'] = 'wavelength'\n", - " x1dref_ex4['apertures'][0]['src_coeff'] = [[-1*poly_pos.intercept.value + trace_cen, -1*poly_pos.slope.value], [poly_pos.intercept.value + trace_cen, poly_pos.slope.value]]\n", - "\n", - "with open('x1d_reffile_example4.json', 'w') as jsrefout:\n", - " json.dump(x1dref_ex4, jsrefout, indent=4)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "71789e83", - "metadata": { - "scrolled": true, - "tags": [ - "scroll-output" - ] - }, - "outputs": [], - "source": [ - "sp3_ex4 = Extract1dStep.call(l3_s2d, output_dir='data/', \n", - " output_file='lrs_slit_extract_example4', override_extract1d='x1d_reffile_example4.json')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9d1bc74c", - "metadata": {}, - "outputs": [], - "source": [ - "fig10, ax10 = plt.subplots(figsize=[12, 4])\n", - "ax10.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='default fixed-width aperture')\n", - "ax10.plot(sp3_ex4.spec[0].spec_table['WAVELENGTH'], sp3_ex4.spec[0].spec_table['FLUX'], label='tapered column aperture')\n", - "ax10.set_xlabel('wavelength (um)')\n", - "ax10.set_ylabel('flux (Jy)')\n", - "ax10.set_title('Example 4: Tapered column vs. fixed-width extraction aperture')\n", - "ax10.set_xlim(5., 14.)\n", - "ax10.legend()\n", - "fig10.show()" - ] - }, - { - "cell_type": "markdown", - "id": "378f8393", - "metadata": {}, - "source": [ - "The output spectrum also contains a reference to the number of pixels used for the extraction as a function of wavelength. Let's visualize that too. \n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "78ca0c68", - "metadata": {}, - "outputs": [], - "source": [ - "fig11, ax11 = plt.subplots(figsize=[12, 4])\n", - "ax11.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['NPIXELS'], label='default fixed-width aperture')\n", - "ax11.plot(sp3_ex4.spec[0].spec_table['WAVELENGTH'], sp3_ex4.spec[0].spec_table['NPIXELS'], label='tapered column aperture')\n", - "ax11.set_xlabel('wavelength (um)')\n", - "ax11.set_ylabel('number of pixels')\n", - "ax11.set_title('Example 4: Number of pixels extracted')\n", - "ax11.set_xlim(5., 14.)\n", - "ax11.legend()\n", - "fig11.show()" - ] - }, - { - "cell_type": "markdown", - "id": "f4501ee7", - "metadata": {}, - "source": [ - "## Summary\n", - "\n", - "We hope this notebook was useful in helping you understand the capabilities of the JWST calibration for spectral extraction. The above examples are not an exhaustive list of all the possibilities: different methods of source and background extraction can be combined for more complex extraction operations. \n", - "\n", - "**If you have any questions, comments, or requests for further demos of these capabilities, please contact the [JWST Helpdesk](http://jwsthelp.stsci.edu/).**" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "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": "3.9.17" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb new file mode 100644 index 000000000..25dd1bace --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb @@ -0,0 +1,2510 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "20ce4694", + "metadata": {}, + "source": [ + "# MIRI LRS Slit Spectroscopy: Spectral Extraction using the JWST Pipeline\n", + "\n", + "**Authors:** Sarah Kendrew, Ian Wong; MIRI branch
\n", + "**Last Updated:** December 17, 2025
\n", + "**Pipeline Version:** 1.20.2 (Build 12.1)\n", + "\n", + "**Purpose:**
\n", + "The aim of this notebook is to demonstrate the custom spectral extraction capabilities of the JWST calibration pipeline. The JWST calibration pipeline performs spectral extraction for all spectroscopic data using a set of basic default assumptions that are tuned to produce accurately calibrated spectra for the majority of science cases. In the case of MIRI LRS data obtained in the slit, the default method is a simple 8-pixel-wide boxcar extraction, where the spectrum is summed along the cross-dispersion axis over the valid wavelength range. An aperture correction is applied at each wavelength element along the spectrum to account for flux lost from the finite-width aperture. \n", + "\n", + "The ``extract_1d`` step uses the following inputs for its algorithm:\n", + "- the spectral extraction reference file: this is a json-formatted file, available as a reference file from the [JWST Calibration Reference Data System (CRDS)](https://jwst-crds.stsci.edu)\n", + "- the bounding box: the ``assign_wcs`` step attaches a bounding box definition to the data, which defines the region over which a valid calibration is available. We will demonstrate below how to visualize this region. \n", + "\n", + "Beyond simple boxcar extraction, the ``extract_1d`` step has the capability to perform more complex spectral extractions, which require the user to manually edit some of the parameters contained in the spectral extraction reference file and rerun the pipeline step. \n", + "\n", + "**Data:**
\n", + "The data used in this notebook is an observation of the Type Ia supernova SN2021aefx, observed by Jha et al. in Program #2072 (Observation 1). These data were taken with zero exclusive access period and published in [Kwok et al 2023](https://ui.adsabs.harvard.edu/abs/2023ApJ...944L...3K/abstract). When running this notebook, the relevant data files will be automatically downloaded and placed in a subdirectory called ``data/``. The user can also manually specify a particular set of input files of their choice below.\n", + "\n", + "We will demonstrate most of the spectral extraction methods on resampled, calibrated spectral images (``s2d`` files). The basic demo and many examples run on Level 3 data, in which the pair of nodded exposures has been combined into a single spectral image. Several of the other examples use a Level 2b data file, corresponding to just the first of the two nodded exposures. For optimal spectral extraction (Example 5), the pipeline requires unrectified, calibrated spectral images (``cal`` files).
\n", + "\n", + "\n", + "**JWST pipeline version and CRDS context:**
\n", + "This notebook was written for the above-specified pipeline version and associated build context for this version of the JWST Calibration Pipeline. Information about this and other contexts can be found in the JWST CRDS [server](https://jwst-crds.stsci.edu/)). If you use different pipeline versions, please refer to the table [here](https://jwst-crds.stsci.edu/display_build_contexts/) to determine what context to use. To learn more about the differences for the pipeline, read the relevant [documentation](https://jwst-docs.stsci.edu/jwst-science-calibration-pipeline/jwst-operations-pipeline-build-information#references).\n", + "\n", + "Please note that pipeline software development is a continuous process, so results in some cases may be slightly different if a subsequent version is used. **For optimal results, users are strongly encouraged to reprocess their data using the most recent pipeline version and [associated CRDS context](https://jwst-crds.stsci.edu/display_build_contexts/), taking advantage of bug fixes and algorithm improvements.** Any [known issues](https://jwst-docs.stsci.edu/known-issues-with-jwst-data#gsc.tab=0) for this build are noted in the notebook.\n", + "\n", + "\n", + "**Documentation:**
\n", + "This notebook is part of a STScI's larger [post-pipeline Data Analysis Tools Ecosystem](https://jwst-docs.stsci.edu/jwst-post-pipeline-data-analysis) and can be [downloaded](https://github.com/spacetelescope/dat_pyinthesky/tree/main/jdat_notebooks/MRS_Mstar_analysis) directly from the [JDAT Notebook Github directory](https://github.com/spacetelescope/jdat_notebooks).\n", + "\n", + "**Recent updates:**
\n", + "July 2023: First public version of notebook created
\n", + "December 17, 2025: Formatting cleanup and updates. Added optimal spectral extraction and updated background subtraction examples." + ] + }, + { + "cell_type": "markdown", + "id": "2c0d47a4-98c2-40bc-820e-5a8dd468fc00", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "00de505e-97ad-46d2-81ec-16dfc87713e8", + "metadata": {}, + "source": [ + "## Table of Contents\n", + "\n", + "0. [Package imports](#Package-imports)\n", + "1. [The Level 2 & 3 data products](#The-Level-2-&-3-data-products)\n", + "2. [The spectral extraction reference file](#The-spectral-extraction-reference-file)\n", + "3. [Example 1: Changing the extraction aperture width](#Example-1:-Changing-the-extraction-aerture-width)\n", + "4. [Example 2: Changing the extraction aperture location](#Example-2:-Changing-the-extraction-aperture-location)\n", + "5. [Example 3: Extraction with background subtraction](#Example-3:-Extraction-with-background-subtraction)\n", + "6. [Example 4: Tapered column extraction](#Example-4:-Tapered-column-extraction)\n", + "7. [Example 5: Optimal spectral extraction](#Example-5:-Optimal-spectral-extraction)" + ] + }, + { + "cell_type": "markdown", + "id": "da297e1c-ffed-4f74-9f39-282a0e363d8b", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "14ff9543", + "metadata": {}, + "source": [ + "## Package imports" + ] + }, + { + "cell_type": "markdown", + "id": "e698ce3a-fdaf-4d3b-9109-b980794e94aa", + "metadata": {}, + "source": [ + "It is assumed that the user has installed a number of relevant dependencies, which are listed below. If this is not the case, the missing dependencies can be installed using ``pip``. We recommend that the user create a dedicated conda environment for running the pipeline and installing dependencies.\n", + "\n", + "- `astropy.io.fits` for accessing FITS files\n", + "- `os` for managing system paths\n", + "- `matplotlib` for plotting data\n", + "- `urllib` for downloading data\n", + "- `tarfile` for unpacking data\n", + "- `numpy` for basic array manipulation\n", + "- `jwst` for running JWST pipeline and handling data products\n", + "- `json` for working with json files\n", + "- `crds` for working with JWST reference files" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "3a130dd2", + "metadata": { + "jupyter": { + "source_hidden": true + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CRDS local filepath: /Users/iwong/crds_cache\n", + "CRDS file server: https://jwst-crds.stsci.edu\n" + ] + } + ], + "source": [ + "import os\n", + "\n", + "# ------------------------Set CRDS context and paths----------------------\n", + "# Each version of the calibration pipeline is associated with a specific CRDS\n", + "# context file. The pipeline will select the appropriate context file behind\n", + "# the scenes while running. However, if you wish to override the default context\n", + "# file and run the pipeline with a different context, you can set that using\n", + "# the CRDS_CONTEXT environment variable. Here we show how this is done,\n", + "# although we leave the line commented out in order to use the default context.\n", + "\n", + "# If you wish to specify a different context, uncomment the line below.\n", + "#os.environ['CRDS_CONTEXT'] = 'jwst_1322.pmap' # CRDS context for 1.17.1\n", + "\n", + "# Check whether the local CRDS cache directory has been set.\n", + "# If not, set it to the user home directory.\n", + "if (os.getenv('CRDS_PATH') is None):\n", + " os.environ['CRDS_PATH'] = os.path.join(os.path.expanduser('~'), 'crds_cache')\n", + " \n", + "# Check whether the CRDS server URL has been set. If not, set it.\n", + "if (os.getenv('CRDS_SERVER_URL') is None):\n", + " os.environ['CRDS_SERVER_URL'] = 'https://jwst-crds.stsci.edu'\n", + "\n", + "# Print out CRDS path and context that will be used\n", + "print('CRDS local filepath:', os.environ['CRDS_PATH'])\n", + "print('CRDS file server:', os.environ['CRDS_SERVER_URL'])" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "08ddf5f7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using JWST calibration pipeline version 1.20.2\n" + ] + } + ], + "source": [ + "%matplotlib inline\n", + "import urllib\n", + "import tarfile\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.patches import Rectangle\n", + "import matplotlib.colors as colors\n", + "\n", + "import astropy.io.fits as fits\n", + "import astropy.units as u\n", + "from astropy.modeling import models, fitting\n", + "\n", + "# JWST calibration pipeline and extract_1d step\n", + "import jwst\n", + "from jwst import datamodels\n", + "from jwst.extract_1d import Extract1dStep\n", + "\n", + "import json\n", + "import crds\n", + "\n", + "print(f'Using JWST calibration pipeline version {jwst.__version__}')" + ] + }, + { + "cell_type": "markdown", + "id": "7685cdbc-6b0d-4621-ba71-760d1ce19978", + "metadata": {}, + "source": [ + "Now we download the data that will be used by this notebook." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "305103d5", + "metadata": {}, + "outputs": [], + "source": [ + "data_tar_url = 'https://data.science.stsci.edu/redirect/JWST/jwst-data_analysis_tools/MIRI_LRS_notebook/data.tar.gz'\n", + "\n", + "# Download and unpack data if needed\n", + "if not os.path.exists(\"data.tar.gz\"):\n", + " print(\"Downloading Data\")\n", + " urllib.request.urlretrieve(data_tar_url, 'data.tar.gz')\n", + "if not os.path.exists(\"data/\"):\n", + " print(\"Unpacking Data\")\n", + " with tarfile.open('./data.tar.gz', \"r:gz\") as tar:\n", + " tar.extractall(filter='data')" + ] + }, + { + "cell_type": "markdown", + "id": "e18dfef5-1592-4675-aa5c-54ab858e0da1", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "611086f4", + "metadata": {}, + "source": [ + "## The Level 2 & 3 data products\n", + "\n", + "The ``data/`` subdirectory contains both Level 2 and Level 3 data products. There are two relevant Level 3 data files:\n", + "* the ``s2d`` file: this is the flux-calibrated 2D image built from the co-added resampled individual nod exposures. \n", + "* the ``x1d`` file: this is the 1-D extracted spectrum, which is extracted from the Level 3 ``s2d`` file by the calibration pipeline using default settings.\n", + "\n", + "The Level 3 ``s2d`` image shows a bright central trace, flanked by two negative traces. These result from the combination of the nod exposures, each of which contains a positive and negative trace due to the mutual subtraction of the two nodded exposures. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a8332ad6-5f5a-4d03-bd7b-7120b8c0d6b5", + "metadata": {}, + "outputs": [], + "source": [ + "l3_s2d_file = 'data/jw02072-o001_t001_miri_p750l_s2d.fits'\n", + "l3_x1d_file = 'data/jw02072-o001_t001_miri_p750l_x1d.fits'" + ] + }, + { + "cell_type": "markdown", + "id": "234e2ca1-8663-41d2-90f8-96a4c5dc813e", + "metadata": {}, + "source": [ + "We now plot the Level 3 spectral image and extracted spectrum. The flux unit in the spectral image is MJy/steradian. When plotting the spectrum, the short-wavelength end of the x-axis is restricted to 5 microns, as the flux calibration is very poor below this wavelength. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a8012bfa", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/23872220.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "l3_s2d = datamodels.open(l3_s2d_file)\n", + "\n", + "fig, ax = plt.subplots(figsize=[2, 8])\n", + "im2d = ax.imshow(l3_s2d.data, origin='lower', aspect='auto', cmap='gist_gray')\n", + "ax.set_xlabel('column')\n", + "ax.set_ylabel('row')\n", + "ax.set_title('SN2021aefx - Level 3 resampled 2D spectral image')\n", + "fig.colorbar(im2d)\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "c51f421b", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2913078293.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig2.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "l3_spec = datamodels.open(l3_x1d_file)\n", + "\n", + "fig2, ax2 = plt.subplots(figsize=[12, 4])\n", + "ax2.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'])\n", + "ax2.set_xlabel('wavelength (μm)')\n", + "ax2.set_ylabel('flux (Jy)')\n", + "ax2.set_title('SN2021aefx - Level 3 spectrum from default extraction')\n", + "ax2.set_xlim(5., 14.)\n", + "fig2.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c8eb6433-9f64-4cac-841c-e4d1da9f119c", + "metadata": {}, + "source": [ + "The data subdirectory also contains two different versions of the Level 2 ``s2d`` file for the first nodded exposure. Both of them are resampled and rectified spectral images produced by the second stage of the calibration pipeline. The default file ``l2_s2d_file`` follows the standard pipeline procedure of pairwise nod subtraction and shows a single pair of positive and negative traces. The ``l2_s2d_file_nobsub`` file was custom generated with the background subtraction step skipped and therefore only contains a positive trace. For a general overview of custom pipeline processing, refer to the [MIRI LRS Slit Mode Pipeline Notebook](https://github.com/spacetelescope/jwst-pipeline-notebooks/blob/main/notebooks/MIRI/LRS-slit/JWPipeNB-MIRI-LRS-slit.ipynb). The choice to skip nod subtraction may be motivated by the presence of additional sources within the slit or an extended target. The ``extract_1d`` step provides flexible options for customized background subtraction for instances where simple mutual subtraction of the nodded exposures is not appropriate." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "663e3cf4-d0d5-4d53-bd2e-d754b33a4cad", + "metadata": {}, + "outputs": [], + "source": [ + "l2_s2d_file = 'data/jw02072001001_06101_00001_mirimage_s2d.fits'\n", + "l2_s2d_file_nobsub = 'data/jw02072001001_06101_00001_mirimage_s2d_nobsub.fits'" + ] + }, + { + "cell_type": "markdown", + "id": "8c01f3f7-6b6c-413b-909c-fdef04d64e6c", + "metadata": {}, + "source": [ + "We now plot the Level 2 spectral image generated without pairwise nod subtraction. The background level rises dramatically toward the bottom of the spectral image (i.e., longer wavelengths) and shows a nonuniform distribution along the horizontal direction." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "3632c827-e3e9-485a-806c-8c6d2d4eb7ca", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/3565125081.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "l2_s2d_nobsub = datamodels.open(l2_s2d_file_nobsub)\n", + "\n", + "fig, ax = plt.subplots(figsize=[2, 8])\n", + "im2d = ax.imshow(l2_s2d_nobsub.data, origin='lower', aspect='auto', cmap='gist_gray')\n", + "ax.set_xlabel('column')\n", + "ax.set_ylabel('row')\n", + "ax.set_title('SN2021aefx - Level 2 2D spectral image (no bkg sub)')\n", + "fig.colorbar(im2d)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "0e8749f0-ccb8-4ae4-8817-91ff4a24b94a", + "metadata": {}, + "source": [ + "Lastly, there are a pair of Level 2 ``cal`` files, which are the respective unrectified spectral images that correspond to the Level 2 ``s2d`` files described above. These images contain the full detector readout and will be used for the optimal spectral extraction example (Example 5)." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "815827a8-9f48-430c-aa55-557a70c6e70c", + "metadata": {}, + "outputs": [], + "source": [ + "l2_cal_file = 'data/jw02072001001_06101_00001_mirimage_cal.fits'\n", + "l2_cal_file_nobsub = 'data/jw02072001001_06101_00001_mirimage_cal_nobsub.fits'" + ] + }, + { + "cell_type": "markdown", + "id": "0fb0ef23-bcca-47c0-b7e4-f84d74125b70", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "3ae110b4", + "metadata": {}, + "source": [ + "## The spectral extraction reference file\n", + "\n", + "The reference file that handles the parameter settings read in by the ``extract_1d`` step is a plain-text file in the `json` format that is available in [CRDS](https://jwst-crds.stsci.edu). The second reference file used in the extraction is the aperture correction; this file contains vectors that correct for the flux lost as a function of wavelength based on the specific extraction aperture size used. You can use the datamodel attributes of the ``x1d`` file to check which extraction reference file was called by the algorithm. \n", + "\n", + "We demonstrate below how to examine the file programmatically to see what aperture size was used to produce the default Level 3 spectrum shown above. **Note: this json file can easily be opened and edited with a simple text editor**. \n", + "\n", + "A full description of the ``extract_1d`` reference file and the parameter definitions is available [here](https://jwst-pipeline.readthedocs.io/en/latest/jwst/extract_1d/reference_files.html)." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "f0574ee0-84a0-4fa8-ae54-d7b6ca34a7a7", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Spectral extraction reference file used: crds://jwst_miri_extract1d_0007.json\n" + ] + } + ], + "source": [ + "print(f'Spectral extraction reference file used: {l3_spec.meta.ref_file.extract1d.name}')" + ] + }, + { + "cell_type": "markdown", + "id": "f205c00a-cc4b-4eca-9427-6594f7db4e22", + "metadata": {}, + "source": [ + "The same ``extract_1d`` reference file is used by the pipeline for both LRS slit and slitless observations, and each mode has a separate set of default parameters. We can examine those values as follows." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "95f20a0a-0f24-4d4b-8480-2c37574ad6e8", + "metadata": { + "scrolled": true, + "tags": [ + "scroll-output" + ] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "CRDS - INFO - Calibration SW Found: jwst 1.20.2 (/Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/jwst-1.20.2.dist-info)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Settings for SLIT data: {'id': 'MIR_LRS-FIXEDSLIT', 'region_type': 'target', 'bkg_order': 0, 'dispaxis': 2, 'xstart': 27, 'xstop': 34}\n", + " \n", + "Settings for SLITLESS data: {'id': 'MIR_LRS-SLITLESS', 'region_type': 'target', 'bkg_fit': 'median', 'dispaxis': 2, 'xstart': 30, 'xstop': 41, 'bkg_coeff': [[9.5], [17.5], [53.5], [61.5]], 'use_source_posn': False}\n" + ] + } + ], + "source": [ + "file_path = l3_x1d_file\n", + "with fits.open(file_path) as hdul:\n", + " header = hdul[0].header\n", + " json_ref_default = crds.getreferences(header)['extract1d']\n", + "\n", + " with open(json_ref_default) as json_ref:\n", + " x1dref_default = json.load(json_ref)\n", + " print('Settings for SLIT data: {}'.format(x1dref_default['apertures'][0]))\n", + " print(' ')\n", + " print('Settings for SLITLESS data: {}'.format(x1dref_default['apertures'][1]))" + ] + }, + { + "cell_type": "markdown", + "id": "ecc11d6b", + "metadata": {}, + "source": [ + "Here is a brief breakdown of the parameters that can be included in a MIRI LRS reference file:\n", + "\n", + "* ``id``: identification label that specifies the exposure type (slit vs. slitless) the parameters will be applied to.\n", + "* ``region_type``: optional; if included, it must be set to 'target'.\n", + "* ``disp_axis``: defines the direction of the dispersion (1 for x-axis, 2 for y-axis). **For MIRI LRS this should always be set to 2.**\n", + "* ``xstart`` (int or float): first pixel of the extraction aperture in the horizontal direction (0-indexed).\n", + "* ``xstop`` (int or float): last pixel of the extraction aperture in the horizontal direction (0-indexed; the limit is **inclusive**).\n", + "* ``ystart`` (int or float): first pixel of the extraction aperture in the vertical direction (0-indexed).\n", + "* ``ystop`` (int or float): last pixel of the extraction aperture in the vertical direction (0-indexed; the limit is **inclusive**).\n", + "* ``extract_width`` (int or float): width of extraction aperture in the cross-dispersion direction. This parameter takes precedence over the ``xstart`` and ``xstop`` settings. If both are given, the ``xstart`` and ``xstop`` positions are used to determine the location of the spectral trace, but the spectral extraction utilizes an aperture of width equal to ``extract_width``.\n", + "* ``bkg_fit``: the type of background fit or computation used; can be 'median', 'mean', or 'poly' (polynomial fitting).\n", + "* ``bkg_order``: if ``bkg_fit`` is set to 'poly', this is the polynomial order to be used for background fitting; if the accompanying parameter ``bkg_coeff`` is not provided, no background fitting will be performed. **For MIRI LRS slit data, default background subtraction is achieved in the Spec2Pipeline by mutually subtracting the nodded expsosures, so the basic use case does not require additional background subtraction from the spectral images.**\n", + "* ``bkg_coeff``: polynomial coefficients for defining background extraction region limits (list of lists of float); single-entry lists are interpreted as vertical boundaries.\n", + "* ``src_coeff``: polynomial coefficients for the source extraction region limits (list of lists of float); this setting takes precedence over the start/stop values if both are provided.\n", + "* ``smoothing_length`` (odd int): width of the boxcar kernel used for smoothing the background regions along the dispersion direction.\n", + "* ``independent_var``: variable against which the ``bkg_coeff`` and ``src_coeff`` values are defined; can be 'wavelength' or 'pixel'.\n", + "* ``use_source_posn`` (True/False/None): if set to True, the pipeline will use the target coordinates to locate the target along the slit and move the center of the extraction aperture to this location; if set to None, the aperture shift will be carried out for point sources only.\n", + "\n", + "Note that in addition to the ``extract_1d`` reference file, the spectral extraction parameter settings can also be adjusted at the pipeline level. For example, the current default pipeline workflow sets ``use_source_posn`` = True for Stage 2 processing of all LRS slit data, due to the nodded exposures; however, ``use_source_posn`` is set to False for Stage 3 processing, where the combined resampled spectrum is typically at a nominal position.\n", + "\n", + "For MIRI LRS, the dispersion is in the vertical direction (i.e. `disp_axis` = 2), and so the extraction aperture width is specified with the coordinates `xstart` and `xstop`. If `ystart` and `ystop` are not provided, the spectrum will be extracted over the full height of the ``s2d`` cutout region. We can illustrate the default extraction region in the Level 3 ``s2d`` file. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "703f59cd", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2020159514.py:15: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig.show()\n" + ] + }, + { + "data": { + "image/png": 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FqD7UCdJYE1kdDFkN1DHQmID1nzmrAJPAcuAD/Uei/4Ds/w9BYwQcUk2QINSS08hh0eTb5zE8jfzhkqVH42b0VEYdEv3nJDHiDoDPRx1P6Elfjn/UAj2YURAWBTCE6i7RIpnne/z5z3/ugwho0J+sXho/ovE5Cumnzou+PxozowcE6oSp86D/R2RJ0UOkDj8PiUBoexH5jvX8brL+n88CjaURaWlEad9RrO1EfZoc3yXIEiWvHHloaAyOflc0Nk/WF91jkekMXar8LdJ3Sh4OytukcWcKgCFPHVnHVOdq6kjHUAAY/R+y0KKcRPWPJAIOSLFEiaEbpx8L5eGx+WxZcORSoIFMctFY1iRZGaT8VjI7DQBT0rtuLIpEpQFoCs6gL6MWyJ1BXyAJqRRaEkB9v/QjoKdOfuquBnqgoKcdEjX6wZAFnRZMRPcrIxizBoCEYCuChF7mToYgASQBprai6Dh66qPBf4a+PxJG+g+c5Xy1wO7Pap+G836P9B+TXvTES3mzZMFT0Ap5DCjghR5o6IFAPlHncdnkgX775BaV9eYk89BsH3m+G3qwIuGh9pFWIFnbWcnyfz4Nqis9fNKDofzdV/MdSStDQ3Wka7DlkbWd6Df05JNP+qGBkOcnjyuUocAPqhNFXdP/eSamiQEefPBB79okryEZDcycOXM6lWOvDXmbKNecoaEzeniXDxPUnuR9pIfJatpNkmsMkP6jWk+ZHHmZ5vqgHxz9CGjsUEM/JOo4yTVElqQc+9BQGDO5IWUYOgkc/RjIVy0hvzu54Mha4+iqWqAnHmp0GcJLX5COPKJrUVkSAt1m9Jl+FGnQfxoSPoom+973vudOPvlkH+pNEWppgkX/KflF/8FrgcLbKQyZHl6shxw9Aw/556mDoXanF1nJ8sdP7ULfIQkkP7knnS8LoWNoIgT6viiKthqyfo8k8vSfVUJtQE/t7Cbnp2V5HhJm/fBUJPR7kfWlz9QJU+dhkee7oZB8Sm+SKUDkocg6k1Ge//NJ5yArjh4S6Z0sjRBZviOG6iTHoamvIauRwv+pjfK0E5Ujb4j8Lhj+LbBXhyymrFi/J/qbotRjoYtRR/LIUX+sjSiKYiVvjfyOyFWtXbs0Hk9WLpUNRYGXYgGSmNAPnEJ1ydymG6EnKOrk6ImS3KBJsBVo5YlRB09PxvQ0SCY95V1J6DiGQsDpPww9KVBIMfn/KZyWfsyyDpRiQA1N/7HoB6bPSfdBLgPuiHg6NxqnIegHSyHu9OJgAhqnINObQqIpyIL8zTQ+R64XcrHKe6UnSpoFh8N56YmRnnxo3JTGpsilmPRkTK4VGosgdyJBnTBZEXSP9PTHdS8Kui/tXqXOgdqb7pGerqmNaaCaRJbCwKmjoJBreiKTUMdGYxNkLdNYoHbfUEAUPVCRN4DOR0/+9L1Tp0OWgM4lSoPaiL43+l7IuqLjqXOi6bbod1vtDDtZv0ca36DfCD2AkcVF/4nJ5c8dJUGdJ7k86TdOqQ30u6X/xPSAkeQ9qRZqe0p9oN8RtTO5cSmQir7PpDHhrN8N7aP/I2R9zJw50z/o0D2nueir+T/P/0e5DPVDPBMMuZbJw0C5ZUlk+Y4YGiYhl7lMgyDk0ELWdqL2oVQnGn8kLxWNPVInTWUolYWCa8hLQ8dTX0p1o6EcqkPScA31wfT7pN8fCQKJP/3mtWA0kh133NEHsdBvkNqSHkapzfXDJP2/oLxH+r9KsQIkcvT/jYIA6R6lpUfxJOTNo4A1an96wKcHIQqooe3knbPS5Ewyx4t2dHT8+c9/9qHsm222Wceqq67qw10p5JlCra2ZYDgNQvLKK6/4sHIdjkxhrjJ8Xb80L7zwQseee+7pQ2kpxJ5mjpg3b54ZPhx6yTQHDve1XjIsmKAQbQr9pxkrqC0oRD8UZvw///M/HTvttJOfjYReVH7cuHEds2fPTkxDOOmkk3w7Pfnkk53OR6HZFH5Ps+EUBV/felEdmNdee63jyCOP7Bg4cKBPdfjMZz7jZ1r5/e9/b37PfI5HH33UvC79ZqgtBg8e7M9H56W0hauvvrpSJmsaBKXoUF3WWWcdf67VVlvNz/ZDx3GoeS2pIGnf4z/+8Q//f2OjjTby4fL9+/fv2G233Truu+++Tuf505/+1LH11lv7Muuvv37HT3/600qYvPw9hv7/UDm6roTbiNJ35G+f6knfGf8/GTBggL/PTz75ZIVz6vD7LN8NQaH2X/nKV/z511xzzY7vfve7Hffcc0+mNIg8/+d1Wep/6P/g17/+df/dZyHrd8Rt/Lvf/a7y//xzn/uceT9Z24lSAX74wx92bLDBBpVyX/3qV/33w1DKy/Dhw32/Kr8T/i4tXnrppY5Ro0b59qD2Hzt2bMdf//rXFf7P1JoGcaH4bSWlstE1aTulqzGUlrDDDjv49B36/8npc9Zv5LLLLvPXpzbffvvt/bHUJnvttdcKqWf0f4dSY6js6quv7svRrFrvv/9+R1ZWon+KVn0AQGOhIAhyTcpoYJANsjYoHcNyWYL6QuPY5K2goQjL5VkrWA4JAABAw6FhH22PkeuYXMllTRBeSBQoAAAAUAuUikJToNEYLQXE0FgqBbHROKgObiwKCCAAAICGQ4GUlMNHaV5k9VEgEAUQUbCRnjS9KDAGCAAAoC3BGCAAAIC2BAIIAACgLcEYIIgi1JlmFKEE81qnNgLxQ6MuNCk9zfmpJ0gAoJ5AAEHDIfHLM4EtaA1oerE8E1ADUDQQQNBweAkbmmuUJ+5mS9Caf1Pu19B2KqMnaLbOIY/JglXOuh793WXJEvfl/6yLd+fVV7tPevbMZd3S8fuOHev/vuvXv/bHh+qvof0kLJmng6ozNCcnPfAkLV0EQD2AAIKGw8JA82vyosZy7TTq0MlNSu805x+Vp/1SUHjZInKp0d9ysnItPLSfl2HhYyxXHO3jY7kcCx7XkT7TRMp0PjlRetelS10fsWbb8h49VlgOSn7WExrL48lSouPlfn7Je5dtxYs0x+Bi5LaztgPQSCCAACR0yiwy0vLkMrwyOAuYLCsFjcvrtc9C1q3ezoLO4ivPw59pn1ybjVapoJVENPJ4eT4tUFL4dZ3oby4fEjF+WGChp0nE9eK8ADQaCCCIDu6YQy5H2SlLi4y36fJJ10nar0UsJFihz9b50qwebd1Z9UxzAzO0Wkua9cuftbWrP2vxDpW1BJBWXdDLDQEQAxBAEA28zhqhx9WoQ2XLw7K0pJXFx2mxDAmUZe2ERMY6jxankMtPI++PRcaqI7toeR+1kSynV+XmsrINk8ZM5TgmC5clutLy4+trt7Dcjzk2QOxAAEFToN2DWawtHZgi0YIgO31t7chzVjNuZQlKSGD03/xZimOaBSiPlZaY5ZbV7aQfGuR5kurOcNvJ62KsD8RK40fIAUhw/+n9TNZONXQ+SxCtDjups9fHF0GoriHhz3JdLWhpwmSJL5fnlwwc0uWT3LcAxAQsQBA1OvgkNC6XJExJlpa+ljXWZ9VJi2SW+wiJrmV5ynOy2FiWachqZPgYuV9ac9pdKrfJOnEQjnZ5yncdiJNULwBiAAIIokRbLSH3n2XdaDHJYj0lWZ1ZAlfS9ie5XPOKRFZLOMmlypCwsbjJ84XGRdki5JQPFkvpotUPK7AAQaxAAEH0JImDJSzasuFzhKwg3p/kEszqCk1Cu1m5DqHgF30tLZZ63M4SUl1el+EUCw5A0gE82toLia8eSwSgGYAAgijJOo6U1OEnjfPlEbCixgGTLLE0LPHOci9SzCyBohw9HbCi3Zq8XbYDp0+EXNIANAMQQNBUJFkzSaQJWMiSDF0/rVyW46TAZLEA81zPKquvydusJPika1p1QMQnaEYggCAarEAXJs1NmNQpZxGw0BijPk7Xr1px0gE3WYS8Ggsr5DK16m6lQsjzWPtCY5t6GwAxAgEELSGQWZDjgKHxqqTOOouLM09aQl6KEF59rN4urcSsoizPyW0bwxykAKQBAQTREHJpprkd06y6rBRhqWS16CyXbC3CXo1wh6xdazwwDYz/gWYEAgjajlCofxpFdPBZxxaLurYltJZYhdqimsjXPOObADQSCCCInjSBqsZyk+kS1ZxDuwvTyurjQvtDx4Tqn3V7kss3NEaYdu60z8gDBLEDAQQtS1ZXaS0CWmvnbqVxlEGSNaZTHPQxtQILEMQKRqpBW1LLeFuZ5wcA1A8IIIiGeopGLfl7WcrnTYqvFyFrzyrDQMxBqwIXKIiGsseKanF1Flk+linDstYhhroCUAawAEHLkzXCMu/UZNWSVSQbTQx1AKBMYAGClifkzqs2HSJvWXndpNlYajl/tSS5bGH5gVYHFiCIhrTQf2vcLGky7Czb81xf70uaUaWe1lZaXfPWM8uEBHJGnbQ6ABArEEAQDUlzTPK2LLlo1VozSddPshyruVYRx2Q5Ni3gJc85rfYpKh0EgEYAAQQg59Rl1VCtEMVAo920AJQFBBC0DbXMlxn63IpkneEFgGYHAgjaiix5cLo8gWm9ap/PFIDYgACCtqLaBHQIXzpoI9BsQABB25A1yjPt2Czb24F2vnfQGiAPELQ8ZS5j1M5WTzvfO2gNIIAARACsKQDqD1ygADQQmUdXT4sKggsALEAA2irCM5TW0Q73DoAGFiCIiiKnBMsz9ZklANVMIZaFWBaazRMUBIsRtCIQQBAVRU4JVuuqC3kDX/JOpl3E7DJlIuf5hIUIWhG4QEFb06iOvRksKszzCVodWICg7Shy3KveKz/Uc/JxBu5R0KpAAEHbUY3wteKE0OzaTJvrM+0em7kNQHsDAQRtS55p0crq5OttPUnBQ3I/aHcggKAtqVZ46uUOLKt+RVyjrPMAUG8ggKAtqXb5o3q5A6s9T9px0uptdF0BaDQQQBA9ZVgYeVyfrTARdpE5g/qzde5mahvQvkAAQfTU08LQ6/8lXT9JHPNer2zyJPpnOT4tghRWIWgGIICgLQlFPuYVtGbu6Ju57gAUAQQQACPp27IE24WiAn3ase1AcwEBBKCGoJdWpKhAn3ZsO9BcQAABaGCnHbOVFHPdACgCCCAAOdIg2kkUsqaKANCsQAAByLGiBNx6aAPQOkAAQTToSMxq1/erdRaVpCnSks6d5/pFWpb1tMjyBMDAUgSxAwEE0bDeeuv599BclWkuuTyWidU5y+tWM09mnuWDdA5hkesgZqUagcqa+1jEeocAlA0EEETD9ttvX1WnWY2bMobOudF1KGu6NQCaBQggaBqKdKlhIujqacd7Bq0JBLCNufLKK93WW2/t+vTp418jR450f/7znyv7d91114ori1/HHXdcp3PMnTvX7bvvvq53795u7bXXdieffLJbvnx5KfWt1fLgcakiO/BaLdZGWlN5E9qLnkQbgEbTtdEVAI1j3XXXdeeff77bZJNNfOd2/fXXu/333989++yzbosttvBlxo4d684555zKMSR0zCeffOLFb+DAge7xxx93b731ljvyyCNdt27d3E9+8pOG3FOMJM2V2UhrSo7nFTW2CUAzAQFsY/bbb79On8877zxvFT7xxBMVASTBI4GzmDp1qnvppZfcfffd5wYMGOC22WYbd+6557pTTz3VTZw40XXv3t01O7xqepkUMal2NegVHbLeZz3aBIB6ABcoqFhzN910k/vwww+9K5S58cYb3Zprrum23HJLd/rpp7uPPvqosm/GjBluq6228uLHjB492i1atMi9+OKLwWstXbrUl5GvepHXDVpvS62s6El9z9bfaWkgcIGCVgMWYJvz/PPPe8FbsmSJW3XVVd1tt93mNt98c7/vsMMOc0OGDHHrrLOOe+6557xlN3v2bPeHP/zB7583b14n8SP4M+0LMWnSJHf22WeXMm9nEZaMtV0KobxOXlHQAmdZf3kmo9Z1sVa5SKqbFL20c+RZKgqAZgAC2OZsuummbtasWe799993v//9792YMWPcQw895EXw2GOPrZQjS2/QoEFujz32cK+99prbaKONqr4mWZITJkyofCYLcPDgwbnPk7YOnWXZfPrpp4Xm+tUSBBNyfeadjDqpLkm5k9wWoXJa+LLWD4BmAS7QNofG6TbeeGM3fPhwb5kNGzbMXXrppWbZESNG+PdXX33Vv9PY4Pz58zuV4c+hcUOiR48elchTftWDpFXM6z1zSSyBJUn33ei6AVA2EEDQCbIKaIzOgixFgixBglyn5EJdsGBBpcy0adO8oLEbtUhaZWLqMmZuqaZtkh4IAGgH4AJtY8gVuffee/spyD744AM3ZcoU9+CDD7p7773Xuznp8z777OPWWGMNPwZ40kknuV122cXnDhJ77rmnF7ojjjjCXXDBBX7c74wzznDjxo3zVl7R1OqKiyn/rprgmiyu2SxlZRkIH2hnIIBtDFlulLdH+Xt9+/b1wkbi96Uvfcm9/vrrPr3hkksu8ZGhNEZ30EEHeYFjunTp4u688053/PHHe2twlVVW8WOIMm8wBrIEqySNleUNrslCo4WniLFMAJodCGAbc8011wT3keBRMEwaFCV69913F1yzYnPNahGbaqMr0+rTioLTqvcFWhcIIIiSsjrSatygOrK0GVc6qCaFIa+gNVubAAABBC2LNS5Wq+ux6E6+Xq7Qapc+AqCVQRQoAA2g0WOAZdCK9wRaG1iAoGVJmu6L/9auwXpZPTFZV0kz4lTrKgagGYAFCFqOUE5cyEJJy4fLclyj0zHS7jHtuKLL13tiAQCqARYgaElCM71Qor+0+rJEeFYzZVqovHzpa9UarWrVKelhgKdCs+Y3TbrnLMExsAZBMwABBG2BXAWi0asaNDqKVLeD/GwJswbiBloFCCBoebijJ4uHV6tnEaJk/jznySIQFtLy69q1a6fzUL3kez2ga9ESWPqBgLavvDJGRkB7AAEELYnl+uNOn4VICk7WqcOsv7PC1yWBsZZXCl2rVvQYJ7cF379lAVp1q6flR8tzLVu2rLQJ4Hv27FnKuUFzAQEELY/s9EkACRYi2kZWYD06eb4mvdjy5DHJeomLFD+yhrltuA20RdiI2V1I/DbYYIPENSVrgVYqmTNnDkQQQABB66M7fWkB8v56pj+Q2EjXKwlivSMmtQuU/qY6xTC+R5YfiR/NR1v0Ulm89iRdAwIIIICgbdCh+dri4W1FiIDlLrWiQNkdWs9JqbXb02qHGFhttdX8q0hiu0fQWDDaDdoGa+wrqWyWbVnRoidfecSvmnX/rPLWWCAA7QYsQNBWeYAyItQqx1hiVK11pq3BWiy+WtdEZKzo09iswDLqE9P9gcYDAQQtQ9JsKKGp0OqNFkC5vV5Y+X+xiR8A9QACCFoeafVx1KWM/Kw31hhgvdEPBDGKHyxAUDYQQNCWZO34Q7lxtRLDVGKxW34QQFA2EEDQVoTm3QzlAdbbVVn05Nj671CZ0P4Y0iIAKAsIIGh5kmY74f1ZzlFLwElo/C80JlgUIaGvxRKqlzDCAgRlAwEEbYWe5SQrtXT4lhXZ6MmwawmCgVUIWgUIIGhZrPE7GRDTyPGveia+ZxVB+bmRdZN1hAUIygQCCFoWaeXJnDde7aDeEZByMmxZh3pYhHwdKXhyKrSYg2EAKAsIIGhpdKcvRdDq9Msc37KmQrPqWta1Gas9YhRBWICgbCCAoG3gzj5tBfYyRFAKn8z903OBJtWrjJlxGu0KBqCRQABB9KRFblqWU9pUaGlpENJlWO0iuCFYBAkpyHJ/0udarstYll81ImiNsxZVZ1iAoGwggCB6sszLKUUwa1pDUsBHkXOBJqFXiqiHCzRJZPJev5FTugFQKxBA0HLUKiTWUkZluUcbbZFU01ah2XHKaBtYgKBMIIAAKJI68lo7+EbnAFoikLU+adZy0fcFAQRlg/UAQcuBTi5MteN8ALQisABBS2F11laghx4zLNJ9l8V61GN/Wc9RLaFglaRI0KwBLXCBgmYFAghaEh3YoQXQ6vSLiGC03IF6AVxrOaQyZ4bRwUHWLDBWhGzWujR6VhsAqgUCCKInb0qCZcmQ4C1fvtx9/PHHlTQEORNK0nVDn/PCM8B07drVv+T2sqJAQ+kgdO/UHrxGYt62yLu/2rrDAgRlAgEE0ROyqpLQrk7u8JcuXVoRIhaAUKeYFOKflkxvnYuuSQvxduvWzb8I3sZ5gVnvLwtWWohsi2XLllUEkD7Tdm6PLC5NiAlodiCAoGnIEr2YNOMJdfBkAbIAyg4/rTOvxcKR7k4tgLydBbAsK0oKtrSG+f6pLbQVKC3SRrg3YQGCsoEAgpbDEkHq3MniWbJkSUVwWADolXR8XgEIBbawAPbo0cO/CPpM7lASJBblMmAR5Pule6e2YAGktmErEIB2AQIIWoZQQIu0AFloSHjYAkw6V5GRoewG5TFAuga7P6WbtywrRVrDbAXKMUDLGm5kYAssQFA2EEDQ0sgOX7pAQ51+WdOdyTFAGQTDK1NoESxTeLQLNCkIpozglqxAAEHZQABByyMDP9gCJKxOP0+nm7czZaHjMUCulxUEUxZS8GTgC7eNDArKK3yNFEsAqgEzwYC2SITXrr68a+CFxgX1K6slyNYgvcrKA0zK9+M20JZw6PgslBXAU/QrLw8//LDbb7/93DrrrOPv8fbbb++0/6ijjlrhd7DXXnt1KvPuu++6ww8/3PXp08f169fPHXPMMW7x4sWdyjz33HNu5513dj179nSDBw92F1xwQZUtB7ICAQRNNaaX9zj+LK0eafkkHSexJsVOKmulULDwSfGTY4C1uEBDVmyWBwIrAlSft1qruBVcjh9++KEbNmyYu+KKK4JlSPDeeuutyuu///u/O+0n8XvxxRfdtGnT3J133ulF9dhjj63sX7Rokdtzzz3dkCFD3MyZM92FF17oJk6c6K6++upS763dgQsURIvOu8s6PhUKJAlNBVaNy69MV181lkpaW1nnznINyzLN86BQSzuVOQZIgiORkbmavffe27+SoGMHDhxo7nv55ZfdPffc455++mm37bbb+m2/+MUv3D777ON+9rOfecvyxhtv9JG41157revevbvbYost3KxZs9xFF13USShBscACBE1L1jk0k6Yiq5Ws7rWQdaUFKXSOIuqcNEdpUlu24rgeuRj79u1beU2aNKmm8z344INu7bXXdptuuqk7/vjj3TvvvFPZN2PGDO/2ZPEjRo0a5S3/J598slJml1128eLHjB492s2ePdu99957NdUNhIEFCKKmqMAKOgdHYMp3dk3qsrXUK0nIdNK5HJOs5nppVrAWMXa3shuW0W7Yaig6CKZMC/D111/343FMyPrLArk/DzzwQLfBBhu41157zf3gBz/wFiOJGrXxvHnzvDhK6PfXv39/v4+gdzpeMmDAgMq+1Vdfver6gTAQQBA11XSouiOXc3DSEzb/bY2/5SHvuJhMQmfRlbOxpJ03za2bRQT1lGwyNYMfCOR5kyxDXZ9mshRJ/KQA1sIhhxxS+XurrbZyW2+9tdtoo428VbjHHnsUcg1QDnCBgpZER+Vx7h0JID3t07vs9It2jUpk5CXnItJ4D73obysfsUjLR9+fFEBqB9kWMicxBkFrdARoNWy44YZuzTXXdK+++qr/TGODCxYs6FSGArEoMpTHDel9/vz5ncrw59DYIqgdCCBoGUJWC3f2vXr1cquuumrlRZ+547fOk4VQlKU13scTUH/00Uc+spDC4OmdRJD2ldFZWy5QumcKtV9llVX8i9qCPlMbcVskWYCtENlZJm+88YYfAxw0aJD/PHLkSLdw4UIf3cncf//9/qFnxIgRlTIUGUq/BYYiRmlMEe7P8oAAgqYhi6VmBbtwp08dPHX0HPFH26S1U00qQtbxQjn2RytS8EvOwVmG9SfrqK0/agNuDxY/PSONdY9WG5dpOTfaCqQHFYrIpBcxZ84c//fcuXP9vpNPPtk98cQT7p///KebPn2623///d3GG2/sg1iIoUOH+nHCsWPHuqeeeso99thjbvz48d51ShGgxGGHHeYtccoPpHSJm2++2V166aVuwoQJBbcqkGAMEEQLj1/lCa6QnTN3djz7CnX29NTNQkCf9SwsZXbmJHR0brL62NJiq1DPwlKECFr3IdtCii5Zw9QBy/bQqRVZ71OnTFTbnmUGweThmWeecbvttlvlM4vSmDFj3JVXXukT2K+//npv5ZGgUT7fueee2ymwhtIcSPRoTJDa96CDDnKXXXZZZT9Fok6dOtWNGzfODR8+3LtQzzzzTKRAlAwEEESLFrNqO1IO8uAOiUWOO/yi0yJ0Hp60AAlekYLHBXkcsB7jVGwNU1vI60mLOGT9JeUXyjJJn5uRXXfdNfG+77333tRzUMTnlClTEstQ8MwjjzxSVR1BdUAAQUtHg/I7u/1k0rt0gRZJKN+PUx3I4mMB5O1JQTC1iqIWMRkRy+fWUbHyuGoswSKIxQIErQsEELQ8OueNO3EWwHpMRC1z/kgAZSpB0rJMRcPCy6tRcB2kALaK5QZAGhBA0HLozpvdkjLpvVZXXTUuWT6GxyHldvlez7aQn7PkANYTWICgbCCAoGUIJWjzPj3WV8vYX0yBHXlJinqNJf8PgHoAAQSggdQ7SVsGsui/6xGlm/f8sABBmUAAQVuRNLVXu1nDspxFmrDF4ioFoFoggABETqMEptHCBgsQlA0EEERJLUEm9aCe12pXIICgbDAVGmi5vL96dIr1zocDABQPLEAQLVmm1dIzrxQpTElWXpEWYC0BKGWVz3JcUhBMEe0DCxCUDSxAEC1ZcvXyTl6dp0OUwqrLNdr9mff6ZaR7JAXBNLp9AMgCLEAAEig70rERQhFDLmIWYAGCsoEFCNqSojrCMmdxKYMy6tks9w6ABhYgaEuqtez02FatFmIriEdZViwsQFA2EEDQ9uTpwJt9bAvJ6wD8/0AAQduSRQTqke/XLGNy9QYWICgbCCAACZQ1xyUAoPFAAEGUpFle1eT9capEVgGSdUi7Xi15dnnKpuXbWRNdZ6HWNBLZTkU9NMACBGUDAQRRktaJ5hU+2fFlPTYpDzEUDFNmJ5wl307XKS3PMQ9W4nut6yqmXQ8CCMoEAgjaYiWEWte6K7OjbwR5rWE+Rr4D0OwgD7CNufLKK93WW2/t+vTp418jR450f/7znyv7lyxZ4saNG+fWWGMNt+qqq7qDDjrIzZ8/v9M55s6d6/bdd1/Xu3dvt/baa7uTTz7ZLV++3DUDRaYuZLFWrDL1Xg9QE7OYybYp8gUAAwFsY9Zdd113/vnnu5kzZ7pnnnnG7b777m7//fd3L774ot9/0kknuTvuuMPdeuut7qGHHnJvvvmmO/DAAyvHf/LJJ178li1b5h5//HF3/fXXu8mTJ7szzzzTNQuWZVeN+zWPdRlbh5xWd6wSD1oVuEDbmP3226/T5/POO89bhU888YQXx2uuucZNmTLFCyNx3XXXuaFDh/r9O+ywg5s6dap76aWX3H333ecGDBjgttlmG3fuuee6U0891U2cONF1797dxQY68rA7WG9rdFthDBCUDSxAULHmbrrpJvfhhx96VyhZhR9//LEbNWpUpcxmm23m1ltvPTdjxgz/md632morL37M6NGj3aJFiypWpMXSpUt9Gfkqk3oEbLQyadO9QVRAswIBbHOef/55P77Xo0cPd9xxx7nbbrvNbb755m7evHneguvXr1+n8iR2tI+gdyl+vJ/3hZg0aZLr27dv5TV48GBXJrV00GV17rG4P7PWMSm9oeyp0DAGCMoCAtjmbLrppm7WrFnuySefdMcff7wbM2aMd2uWyemnn+7ef//9yuv111939SJvJKOVY6c/5+1Ui+yE854rNI9pnvFLAFoFjAG2OWTlbbzxxv7v4cOHu6efftpdeuml7uCDD/bBLQsXLuxkBVIU6MCBA/3f9P7UU091Oh9HiXIZC7I26VUWSa66LBZN2rm1iNZrbb6iz6UFPO1c9ZgWTl8PY4CgTGABgk58+umnfoyOxLBbt25u+vTplX2zZ8/2aQ80RkjQO7lQFyxYUCkzbdo0n1JBbtR6kzUVodpzFC1cjVoLMMu2WKJA4f4EZQILsI0hV+Tee+/tA1s++OADH/H54IMPunvvvdePzR1zzDFuwoQJrn///l7UTjjhBC96FAFK7Lnnnl7ojjjiCHfBBRf4cb8zzjjD5w7WYuGVbWlYM5pkpeh61bocU61UkwgPQKsAAWxjyHI78sgj3VtvveUFj5LiSfy+9KUv+f0XX3yxW3nllX0CPFmFFOH5y1/+snJ8ly5d3J133unHDkkYV1llFT+GeM4559RUr6I7WmkBkIXL4kf3ltX9VwShMTdr5pq0c9SCbAv+TOelz9Qm1nyjRV27mnoWfU4AGAhgG0N5fkn07NnTXXHFFf4VYsiQIe7uu+92jSRLeL7lCqvWCqwFupYUmbKun9TR63bQQtMowQOg3kAAQcvD1g7lOtI0bXkmjC5D+MhylnNxasuU61wGfD1qC3rJ61C96v1AkAQsQFA2EEDQcljpCiQwLILSFWkJjtxe5Bghix4JIb34utIlalmlZaywwG3Cf8u6AdAuQABBy5CUpyetHoY6ex73KtMtKsWNrKyuXbtWhEZev4xrWxYPPwyQNSwFULZDDMACBGUDAQQtjxQ/mt6NrR36TILEIhQ6tghBkpafFkCqU706Zil+UgC5brG5QQEoEwggaHmky4/H2jjqMUsOXJFoF6i0ROs1HinbImu+XC1u4VrqCQsQlAkEEERHyAKR2/NaKTIQRooO7yu6vtZnaWWxAMqxt7yL1GpByiJQ8mGAg2DYQibLNCmitpqZYmBNgpiBAILoyDLpct6199jaYUtLWj9l1DdkRSVZgLVeN5S/J/8OBcHIz9USWiexWmABgrKBAIKWhzs97QIto4PNug6fjgKtJyEBlCIZg9UGAQRlAwEELUfIFWclwfO+MrFmfuHP0vVZD/Q9W2Io93N9AWhFIICg5cjSYZctfiF3YFn5fXkIBb5oi6vRwgcLEJQNBBC0HY3uBHXie6OodcwPgGYHAgjaCh1Jmqd8ETTaqrKo91hoVmABgrLBvEegLUgK7y9DsLJ0tDGJYUx1AaBewAIE0VKL9RVKAYiFpDHCpHqWEaEZWqap2ty/ouoJCxCUDQQQREstHag1c4lOQ6hn9CUjoy75s96XRBnu2JBYZblWlpxNAGIFAgjaAil++pVEkRZXKOeu3lZJ1ntvNLAAQdlAAEFbYIlelkjMMkRCduxFTceWl1hSMpKAAIKygQCClkcKnXR91jsBPQYLMCR6zWARAlA0EEDQMlgBJHr8j6cgq+cYYGgeTrmtnsi24OvHKICwAEHZQABBy2CJnxzDC43/1bvjlxNfFzkpdx54Qm6+Nj8QyFUqAGh1IICgLUgLgmmEK1R/LloEQxax5f6NZXYaCSxAUDYQQND0SEsv1MHJtfiSOvyyRMByf+rt/LkMLLGzLGMA2gkIIGh68ubOxdTRN2L8T/5tuYljARYgKBtMhQZahnomkTcbsc732Qw8/PDDbr/99nPrrLOO/w3dfvvtnfZTu5555plu0KBBrlevXm7UqFHulVde6VTm3XffdYcffrjr06eP69evnzvmmGPc4sWLO5V57rnn3M477+x69uzpBg8e7C644IK63F87AwEELY+1Bl7eY8ui3tapvp9a2qbRyzZV+8rLhx9+6IYNG+auuOIKcz8J1WWXXeauuuoq9+STT7pVVlnFjR492i1ZsqRShsTvxRdfdNOmTXN33nmnF9Vjjz22sn/RokVuzz33dEOGDHEzZ850F154oZs4caK7+uqrq2w9kAW4QEFLI8fd6PXJJ59UREaviG6NJYYESZdPQ0/DxmORVAf6zCvVFylA1rn0WCT/TfXREamNtphjcYHuvffe/hU63yWXXOLOOOMMt//++/ttN9xwgxswYIC3FA855BD38ssvu3vuucc9/fTTbtttt/VlfvGLX7h99tnH/exnP/OW5Y033uiWLVvmrr32Wte9e3e3xRZbuFmzZrmLLrqok1CCYoEFCFoW2dmxAMpXKAAlSydZzZiZFED5kukH9UA+EOi2aBfI4pKvpUuXVnWeOXPmuHnz5nm3J9O3b183YsQIN2PGDP+Z3sntyeJHUHn6zsli5DK77LKLFz+GrMjZs2e79957r4Y7BUlAAEHLw507WX/Lly/3L/qbXvXo+C3rT7707DRlIq0/bgN6xSiCZbpAaYyNhIpfkyZNqqqOJH4EWXwS+sz76H3ttdfutL9r166uf//+ncpY55DXAMUDFyhoaZLGgLJ0+FldnJKQkOmVKOS2Rs1II61B7Q5uZV5//XUfkML06NGjofUBjQECCFqW0BiY/Ft2/NUuCVStJch1qKfYhMYAY7P+mLLqROInBbBaBg4c6N/nz5/vo0AZ+rzNNttUyixYsKDTceSFoMhQPp7e6RgJf+YyoHjgAgUtj2XpFHHOrCQlnZedfxeqZ5YoyRgFMTY22GADL1DTp0+vbKMxRRrbGzlypP9M7wsXLvTRncz999/vf4s0VshlKDL0448/rpShiNFNN93Urb766nW9p3YCAgjajiKsnSIEqx7J57Wcu9Fu0FjSIChfjyIy6cWBL/T33LlzfRudeOKJ7sc//rH705/+5J5//nl35JFH+sjOAw44wJcfOnSo22uvvdzYsWPdU0895R577DE3fvx4HyFK5YjDDjvMB8BQfiClS9x8883u0ksvdRMmTCi4VYEELlAQJZZr0ArPr9YSy3usVbdq3JdlWFWNGLOT91FtWzQLzzzzjNttt90qn1mUxowZ4yZPnuxOOeUUnytI6Qpk6e20004+7YES2hlKcyDR22OPPbz7+6CDDvK5gwwF4kydOtWNGzfODR8+3K255po+uR4pEOUCAQRRknU8rprcuWo6atnBF225xWCNVnNNq01aMQ9w1113TTyO7v2cc87xrxAU8TllypTE62y99dbukUceyV0/UD1wgYK2JW8OX5GdrC7TjONtrWrxgfYBFiBoOYp0x+lzZTm35brVAhdaiqgZqJe7MxYLELQuEEDQchSduiA7/bJcfc1E2vRwRQEBBGUDFyhoG2qJBKw1mjJtrKyRHXNokdxqzgNAMwELELQNtXTyIesmj9WTVK7R4lHNw0HZrlBYgKBsYAECkIFQR1+tAOg0gkZSrSg0ut4A1AosQABAlMACBGUDCxC0bWfa6HG3LNsaISwQCdAuwAIEbUfMHXw9V4RPEsIsAlmvpZuKPicADCxA0Pbk7RSLnLmlFhFBZw5AbcACBC1NmkjUOyUidI60z2XVg4h1SSRYgKBsIICg5Ym902u2aMpYxiqrPScADFygoOUpYgWIEOhQ0QageYEFCEANSd95raGs5csUlaKjYctczBcPLKBMIICg5Ql1+HnXEmzm1AeNHvODMIB2BAIIQA7KmPC5EfWTU8LVek9lTYkGCxCUDcYAAUjobJOWMYqRRqRVxN4mAISABQiipx6TLmdd+TypXlkn2s6SB1ivhPhqXaDy3q32KeI7gwUIygYWIIieIsRAdqZaqPIucCu3VxNQomdjSStTFrVcI639YBWCZgAWIGgrpGVSxKrseVeLbyTNZv3AAgRlAwsQtCxpi8/mtdbKqFfaQrlFUWS0Z9ZzQGxA7MACBG1JVkEoK7qx7GuUSRELAGcBFiAoGwggaCvKFJuQG7Va92q7AwEEZQMXKGhZsqQ15D1H2jJBsXawRbhakTQPWg1YgAAkUM0qDc1O1rFRrAcImh1YgCA6QpZG3s6rjPD8UB0a6ebME8xTxvJQofNAbEDswAIETeOuq1VgWKT0K881kiJLZWK4tfK6FKFPP/3Ul6d3ehWVk5e1LL2vvPLK/tp6e5HXqQVYgKBsIICg5ZFiR51+kgCWjV58tl4L0Vo5j9weLN5SBIsSQgBiBgIImoZqx53omC5duriuXbu6Tz75pHIO2kYCQK8i6pRWP7b2li9fXrmmtADrJYSyPfiaedqingn/sNhAmUAAQdOQ1z3JHTV37NzpM7WKX5Y6cT34RWJHIswdOwtgGSJoLQSs20MLYFarOPZZbwDIAgQQND3SAkuyeGg/CyBvYzHIOz9oXuS4Hwkgj73xdv5cFnrsz7IA6dVI97AGY4CgbCCAoGWRKzlIi4c7dhIAFr8QRa5qwJafvCZvlxYgby8Dbfnxtagt+IEgFiCAoGwggKCl0QEf1Mnzdh0QEzq+DCGU59LiJ69bJNq6YyEksrRFmXUDoBFAAEHTknUeT+7sNXnGvLQQyne536qXHgNkVyjvyzv+p4VS1yntPrT4sVWqXaD6mparuUwxhAUIyiYefweoO5MmTXLbbbedW2211dzaa6/tDjjgADd79uxOZXbdddcVLIfjjjuuU5m5c+e6fffd1/Xu3duf5+STT/aRjmWTdbxKp0DUMu6n8+Xy5BKy0NUa+KLv2crhS7NqZTuE2iN0T7GMEQJQK7AA25iHHnrIjRs3zosgCdYPfvADt+eee7qXXnrJrbLKKpVyY8eOdeecc07lMwkdQ+48Er+BAwe6xx9/3L311lvuyCOPdN26dXM/+clP6no/IatFu0Fl+ZCYlIUUvEYJSCgHMDZhgwUIygYC2Mbcc889nT5PnjzZW3AzZ850u+yySyfBI4GzmDp1qhfM++67zw0YMMBts8027txzz3WnnnqqmzhxouvevXth9dWi0Uyh+HpmGHZZFpX6kLVtpKuUX83UjgAUCVygoML777/v3/v3799p+4033ujWXHNNt+WWW7rTTz/dffTRR5V9M2bMcFtttZUXP2b06NFu0aJF7sUXXzSvs3TpUr9fvrKQ1dWYdHwjLZ0yE93T2ibJyq2X9VvkrDm1vABgYAECD41HnXjiie4LX/iCFzrmsMMOc0OGDHHrrLOOe+6557xlR+OEf/jDH/z+efPmdRI/gj/TvtDY49lnn+3qSbWWTp4AEwBAcwEBBB4aC3zhhRfco48+2mn7scceW/mbLL1Bgwa5PfbYw7322mtuo402qupaZEVOmDCh8pkswMGDB3cqU7bgZD1/SPzy1q/ZxLOa+hb9nWEMEJQNXKDAjR8/3t15553ugQcecOuuu25i2REjRvj3V1991b/T2OD8+fM7leHPoXHDHj16uD59+nR61VswqhUvK+2hGlrRHddsIg8ABLCNoQ6YxO+2225z999/v9tggw1Sj5k1a5Z/J0uQGDlypHv++efdggULKmWmTZvmRW3zzTd3rUYRnXw9ha+WsU5rzLSeIocxQFA2cIG2udtzypQp7o9//KPPBeQxu759+7pevXp5Nyft32effdwaa6zhxwBPOukkHyG69dZb+7KUNkFCd8QRR7gLLrjAn+OMM87w5yZLr92oxQ3Y7J0zXKCg2YAF2MZceeWVPvKTkt3JouPXzTff7PdTCgOlN5DIbbbZZu573/ueO+igg9wdd9xROQfNHkLuU3ona/DrX/+6zwOUeYPtRqt02tUk6APQTMACbGPSOjcKTKFk+TQoSvTuu+92zWKJJO3PE/CSx+JJOgcjp1bLSzXRqqGp3NLqm+X8RYyVwgIEZQMLELQcWebDDJUNJY9Xc516Uk0un07OTyonBS2LiMQ0owwAIWABgralzATwrOLSjNRL2GABgrKBBQhAm3akeScCB6DVgAUIQBUUHe3YKGIWPliAoGwggAAUSGhporwdc1EdtT6PrB/EALQ7EEAABDHM+RmDMDW6DQhYgKBsIIAARNbxx0Kj2wICCMoGQTCg5Qh1cnncktY5yu48s5y/LFcpgdQF0G7AAgQtR1InzvvSXJ158gHLFOq0fdUs75RVNEPjh/UCFiAoG1iAoC0pqzPP2mmnlYElFgcTJ05cYTJwmhaQWbJkiZ/3lubKXXXVVf1UgXp1lLlz57p9993X9e7d26299tru5JNPdsuXL2/A3QANLEDQdhQ1TVctk15LS5SpR2Smnv6sqOWdWtkC3GKLLfycuEzXrv9/t0mTw991113u1ltv9ZPI0+oqBx54oHvsscf8/k8++cSLHy0N9vjjj7u33nrLz5XbrVs395Of/KSguwLVAgEEbUfe6cL0eoBljZXVyz2XJnwximEjIcGz1rakieSvueYav2LK7rvv7rddd911bujQoe6JJ55wO+ywg5s6dap76aWXvIAOGDDAbbPNNu7cc891p556qrcuacJ50DjgAgUtT61r4iV9LvJaBNatq896gIsWLer0Wrp0abAer7zyiltnnXXchhtu6A4//HDv0iRmzpzpPv74Yzdq1KhKWXKPrrfeem7GjBn+M71vtdVWXvyY0aNH+2u++OKLJbYeyAIEEIAMQJBaqy1opRNyWfJr0qRJZrkRI0a4yZMnu3vuuccvHzZnzhy38847uw8++MCvfUkWXL9+/TodQ2LHa2vSuxQ/3s/7QGOBCxSADBTlFowh0T5tvDHNzdsKk2G//vrrrk+fPpXtocWb995778rftAg0CSIt/3XLLbf4RaNBcwMLELQNjc5zawXLqVUg8ZOvkABqyNr77Gc/61599VU/Lrhs2TK3cOHCTmUoCpTHDOldR4XyZ2tcEdQXCCAAoO3GAKtl8eLF7rXXXnODBg1yw4cP99Gc06dPr+yfPXu2HyMcOXKk/0zvzz//vFuwYEGlzLRp07zobr755jXVBdQOXKCg7SjTCuQONm09QFiD2Wh0O33/+993++23n3d7vvnmm+6ss85yXbp0cYceeqgfOzzmmGPchAkTXP/+/b2onXDCCV70KAKU2HPPPb3QHXHEEe6CCy7w435nnHGGzx3ManWC8oAAgrakkWNxzTAOCP4/3njjDS9277zzjltrrbXcTjvt5FMc6G/i4osvdiuvvLJPgKdIUorw/OUvf1k5nsTyzjvvdMcff7wXxlVWWcWNGTPGnXPOOQ28K8BAAEH0WIKRlECepWMPCZB1Hmv6tNDf1ZBHhIpOXK81D9DKkyyqfjEkwt90002J+3v27OmuuOIK/wpB1uPdd9+d67qgPkAAQfRk6aStz9V2nlmiH7P8Xa3LtJq61Yqc6ivvcUmfAYgZCCAAOTr0WNyXRZHlfkKz4ejPRbdNDBYgaG0QBQrakmqnNMsiFloIGimYafco3bhZV6cIfW6lBwPQHsACBG1HTAIVGzFZuLAAQdnAAgRthx4fbNdO0brvasQv7zgmALEACxC0JWVbOdUKbD2tL8sKriaKsywXKCxAUDYQQBA9VpBFEa66UHpF6Bpp5ashKb0jb92rIW8AS6hcGa5TCCAoG7hAQfRYFkYR4iffk66bdM1GjZcVJX7yXe+zBKjRE2QDUCSwAEFbkrcjjyk4pN6WTlYRLBpYgKBsYAGCtqOaTrDITr8ZhLQZ6ghArcACBG2BdumVbdGluWt10Em9SbtuDBYvLEBQNhBA0PJYEZl5Zz8pgjyJ97WOd2YVWNkeoXtutBACUBYQQNC2QphlhpQy0OJWrVVS5CTcRUxnhqnQQLOBMUDQ0mSJ9szSKebtOLOsRlGrWGQ5Xl/HEpU0oWn0RN0AlAUsQBAtReX9hTrwpHMmTZdWTb3kagv6vGnuSkuwkvIis05wXauwWe7kLLmTWYEFCMoGAgiiJW0cLG/nGrJ+rHNldY9WsxyQdUw1+YihemgBCiH3VeP+zDJeWKuLFgIIygQCCJqWvOIn3/n4smY2STu2lqnHihjvS/ucJKJwdYJWAQIIoqbIwArZ0adZPGV08iEXaC1UYwVbn2sJgikigCZ0XliAoEwggCBqaunc9T7doSadu+w5L0ORoHmjQqupi2wLK0UkL5ZLFoBmAAIIWppQJy+tFosyLMNQIIzcVw8Lhdvk008/rXzu0qVLKRZXLcACBGWDNAjQsljjXHo2GF2uDKTgaREMpUOUVafQvee5HkQEtAqwAEHLoIUkqZNP2madq8j6WakPRUZPZkW2gX4waMRMOdY1YAGCMoEFCKKlbAsths6wiIT4WkgKiinyfADECCxAEC3SYkpLWreOs8o0aweddW7PRt8X8gBBMwEBBG0TDZoWJbryyitX3WE3YwRkvcZAAYgVCCBoG9IsyHqMa8U+Thoq1whgAYKygQCCpievezCJrDOzNKtYWkIXqyhAAEHZQABBy5B3Uml5XF4xK2olh1jG9CzLsJ6z5ADQCCCAoG2Jye2XZVWIMqnmmmVNgSbPDwsQlAnSIEDbYUWC1msWlEanPeQhyZKWotcs9wOABhYgiIo8Y1K1zl0ZC2WMw+WxJkOiHEM7wWIDZQILEERFs3R4RdWzniKTNAl2bPOAAlAPYAGCtqDonLeiVoRotOjELHwYAwRlAwsQREvRs7bkPV+ZE0TXOn5WRFtYE4NXUwfrWAgNaAZgAYJoSZtWKzTOlTT+FQqACV0/a6RjFiHTqz/I89ZzBfmkFSF0gEuWOpU1fggLEJQNBBC0HEmrPlhjX0mUEemoRbCMjjtt2jdL9GJzh0IAQdnABQpaliQLp56E1gC0lkcqm1Bb1NImEBXQrMACBC1NkoWjxSCLEIXcg1lck6FFcOW2eoiJ1Sby2tWOZ5ZVz6LPCQADCxC0PNyRfvrppyv8Te+NiP6klSes1SeSph+r9dq686d755dlEcbmEgWgaGABgrZACh9Df3fp0iV1vKyIeT/li4WPX5988kmlXFmCk+QOThsHLKINqq0zLEBQJhBA0LRk6czSXKAhi6esab5CY4ByX9mkiV9IBOU9ANAKQABBlBRpdchOnS3ALGNesg61ph9Itye/+Lz0txyDzLv4ryyf9lAg24FfBFmh1Vigul3K+N6KBBYgkEAAQcutAB8KUrEEkMe/stSh1jxAWZZfdP1aLL9q2skaE2URziM62ppupom+ASAggKClSQr7T0oDKNIVmpQGUY3VVwtJ7s7YrCNYgKBsIICg6Qm57ngbu/rIzSctQGkByfJpVOPmkwEwMgK0mqT4WtDCx23DdYJAgHYCAgialtC4k3bNSdI+57luaF+aS9XK+yszl47fkyJAre1ZQR4gaFYggCAq8gRiZAn40J9D4lhUx5h2nrJngdFBO1b9rDHAMsSmViCAoGyQCA+iosgOSopBkou0Xp1i0gwwjRoLlBMCVCs4EBXQrMACBC1HUhQou0uzil9ahGk1glXPqc/KFNSyxRoWICgbWIBtzKRJk9x2223nVlttNbf22mu7Aw44wM2ePbtTmSVLlrhx48a5NdZYw6266qruoIMOcvPnz+9UZu7cuW7fffd1vXv39uc5+eST3fLly12shMbAiiCrJWeNB1YDOnQAqgcC2MY89NBDXtyeeOIJN23aNPfxxx+7Pffc03344YeVMieddJK744473K233urLv/nmm+7AAw+s7KfIShK/ZcuWuccff9xdf/31bvLkye7MM8+s232EQvvLEIcs44pZrl3U+KMWzlB9mpGk77WWFwAMXKBtzD333NPpMwkXWXAzZ850u+yyi3v//ffdNddc46ZMmeJ23313X+a6665zQ4cO9aK5ww47uKlTp7qXXnrJ3XfffW7AgAFum222ceeee6479dRT3cSJE1337t1XuO7SpUv9i1m0aFHp9xpyXVoCkmV/LSSNRzYKyxJNS/coO4IVgLKBBQgqkOAR/fv39+8khGQVjho1qlJms802c+utt56bMWOG/0zvW221lRc/ZvTo0V7UXnzxxaDrtW/fvpXX4MGDSxWDUKCJfs9y3SI7+xgskpjFCxYgKBsIIPBQFOCJJ57ovvCFL7gtt9zSb5s3b5634Pr169epLIkd7eMyUvx4P++zOP30073Y8uv111+vS6ccWpEh6bpFd5oy+EZ3yvXsnPOkYlgPD1nqCsEBsQMBbFKOPPJI74587bXXCjkfjQW+8MIL7qabbnJl06NHD9enT59Or1oIpRFYHXvaVGRlpiJkEb96CEYoACdPSkbeOUirTa+IxQK84oor3Prrr+969uzpRowY4Z566qmqzgPiAgLYpJBlRq7ETTbZxLsQv/71r7vf/OY37pVXXsl9rvHjx7s777zTPfDAA27dddetbB84cKAPblm4cGGn8hQFSvu4jI4K5c9cpp5YHZy2+izrr571k4vQ6gVpy4bvmac+o/UQ+ZWlTaqpY7VtHYsA3nzzzW7ChAnurLPOcn/5y1/csGHDvJt/wYIFuc8F4gIC2KSQ2P3973/37sMLLrjApyj8/Oc/92N0UsSSoM6AxO+2225z999/v9tggw067R8+fLjr1q2bmz59emUbpUlQ2sPIkSP9Z3p//vnnO3UGFFFKVt3mm2/uyiRk4SWVtUSwEXNwsvg1YmwqbUw0qe7VXKfZueiii9zYsWPd0Ucf7X/TV111lU/5ufbaaxtdNVAjiAJtclZffXWfo0fvNFbXtWtXt9Zaa2V2e1KE5x//+EefC8hjdhSY0qtXL/9+zDHH+KdfCowhUTvhhBO86FEEKEFpE9QpHHHEEV6I6RxnnHGGPze5OvNSVnK4FED+bE1KnRb5WAta/HhbmSS5N+ne5eTgsYlVGQ8GfD4deUy/Vev3Sh4QCgajcWuG2o0CwzgQDDQvsACblB/84Aduxx139OJ32mmn+YR1eicBevbZZzOd48orr/RBKLvuuqsbNGhQ5UUuH+biiy92X/7yl30CPKVGkFvzD3/4Q2U/uc7IfUrvJIzkiqXxyXPOOaeq+ypT/ELRn7psGSRZfnJh2rKxRFA/CLQDNGwgI5FpOMHiX//6l891tQK9QkFeoHmABdiknH/++d7So3EJSkz/7Gc/W4rY0KA/BQDQK8SQIUPc3Xff7epN1rSFLCkQSccXiRX0Yv1dJkkBQ3ncys1sAdLQgQy+qsZbAZofCGCTQlYezczy4IMP+rE/Cor54he/6K05elUjiK1GWgefVQQl1bhIrbE/dsXWEv3Jx1STx2gJYK1WYKhtYrQqs0Yfr7nmmt67YQV6NSLICxQLXKBNCkWifec73/HuyLfffttbYCSCNPZGM7W0M6H8Piv4JW/nnBQokoYUO2spolqDTLJas0lpIKF6Z6ljGdZyo6NA6f8UBYPJQDD67ugzB4KB5gUWYJNC/5HJCiQLkF6PPvqoH9jfeuutvSXYDmSxfEI5b7pMEZ13FuuQO2EOuKl3BGiS5VvUw4Cm3vdXNBQENmbMGLftttu67bff3l1yySV+vlyKCgXNDQSwSaGozMWLF3tLkASPwrR33nnnFWZtAWHq7ZorIiG7KKTolxn5yteqlka3E3HwwQd7LwtN8E6BLzTfLc2jqwNjQPMBAWxSfve733nBq3UWFVAMaS7ErGUbQWz1iRHKl6UXaC0ggE0KLUHEvPHGG/49awJ8zBSRB2gJTqM7+ZAI1nMWGKtO9bhutdcoMwoUAAJBME0KdZyUa0c5TJSGQC9yf9JSRPXKKSuDIjuotPSCLBGYRdQnSYDLno2mmTv8GIJgQGsDC7BJ+eEPf+jX6qN8QFrBgaBAGFqDj5LizzvvvEZXMQq0CIY6wHqF8OeJ2iz6eoxuh1pSMQBoZiCATQqtvE7zgX7lK1+pbKMI0M985jPu29/+dtMKoHSB1hqcoaNEi+rgq61XUg5eo6i1bUJtUURgDVygoGwggE3Ku+++6ye+1tA22tesyA4qS0pBFuHLE66fdkwtHXtaKkbZhNyBtYhfiEaPuQKQBYwBNimU/nD55ZevsJ220T5gd8R5x4TKiuAMTUdWNGlu35jdnxgDBGUDC7BJufDCC90+++zj7rvvvsqMFDQ7Pc1x2Ih5OZsZbfXFME7XCtcCIHZgATYhH3/8sTv77LO90NFE2LRgLb3ob1qvj/ID2x39pJ9kBWUZpyuDWuclzXoN/bdlFfN7Hiup7DaCBQjKBhZgE0KL1D733HN+6aIf//jHja5OdGi3npUOUUS+YVEUKSLW9HBJ95rFBQqrEbQqsACbFFp3j9IgwIpktabKsrqyYolPva0Uee+ha1spE/UAFiAoG1iATcry5cvdtdde68cAabb6VVZZpdP+iy66yLXzZNjS6kmb9LmRnWI9w/yzXCvLahccCZs3yjYvSIMAZQMBbFJeeOEF9/nPf97//fe//73TPriswuNVvA5fo6klnaLW6xZhEWetf6PuE4AsQACblAceeKDRVWhqGmEJSJenXA6p3vXRlpsUqaxu4zzXqaWesABBmUAAQVtT5FqAfL4s5dK2FUna+bO6hKtdPxCiA2IFAgjakjydd71deEVeL6+FWYZYVXs/sABB2cQxIAJAAzrILB1zns476/mqneKtGoqMdM3b3jEsQwVAErAAQdNRi0AkWXQ6JSCtTJbt1USwFg2PN2pBqvUBAlGgoNmBBQjajqRE+azHVlMuq1AklStihYWiQX4daFZgAYKWJpQAXW30ZREiFpubME+SeFJd9fFYDgnEDgQQNB1p6/xlSea2PicdWzZSCGtNZi+6fKMFGoCygACCtqOIyM5GRIfWOl5XjYUXGhet5/qFRZ8TAAYCCEAVgR3VBr3UQkwTeEsQBAOaFQTBgCgps6PKIiRZ3JBZ6xjDlGd5k9bz1jnLFGsAxAYsQBAlSSkJ1c5IotfGS0sJCLn88ubWlRVok+UcoXHFrA8A1iTYVv3qvZp9LecEgIEAgrYglqWP0mjkuGJSRGqewJyYVtsAIAkIIIieWkWh6NSFapFWVSiIpuycOmsF+lrTH8oCFiAoGwggaDrKnK8yyQKqxfVXlIDUOoOMtvi0ixMCAdoJCCCIniKW1QkRctdlHWfMEzQSo2uwSMuuaCsRFiAoG0SBgpYnZN3Ve1xQW1v8rmdiKaM+affa6DFSABoBLEDQ0lhjXknl6jn+V6YrN2lGFw52yRtNW++2gwUIygYCCFqaGObarLVDt1IRajlHSPxCwhg6Xz3GPyFYoEwggCB6ahk7q5drsVZhkvVMSivIu5ZgkRNUy3uM5aECgFqAAIK2EsRQMrwWsKyiWevMKVqga5mhJi9Zc/6qSfhPmsggK3CBgrJBEAxoebJaLVmXBSoiKjXpOmVaV/W6Zr0nzgagGmABgmgpshPN47oreiJsTRku2WqmW0uaGo7PaVmloXJFB/bAAgRlAwsQREU1U3FlCeDIEvko95cRPBOy/LJankWQ1AZWG1UrrEW4QAEoG1iAICrqJQLEyiv/f89/RQhdklUXErek7UWRZpXx/qSo0Cz1KsPlCQsQlA0EEDQNaZ1XNe7NRo1Phe6l2g46S/5f1omva833KzLyFIAygQCClkNaNUluzbzuzjRrqNogmyJngslisfH9kgXM7UR/0ystwtaqWy1RuUnAAgRlAwEELYfVaSclf+c5b1L50H493ZlOe0jKAcxL2iwzlujncV9a91htDmQaEEBQNhBAEC15XW7VTv9lWYry3EUFdFgWoCWM1Z47rY76/qRQhu4/C3BxgmYFAgiipwgLwxI6DoJJul4oSKRatLUXcomWhXR78md+z2IRhyzctOjbaoAFCMoGAgiiRVs11XSkoTEsOQ6W1qmHxriq7dxDFmC9x0ZZDOX+tL9D5036DECsQABB0xOKgExziYa2paUOFIElglnL540CDZXPInhZxCzL2Gg1wAIEZQMBBC2DHqsjC+fTTz/t5Oqkz7q8DBzRuYGhHLk8aCuP6mAJVpHBMLVYhbw9D2m5hgDECAQQREsRHWcoJSLrNdJy4vKmCVQjcFkT0JPqZaHHN0Pv8nz1FDNYgKBsIICg6cmTVK7de1ZwTC3XzCI21YxnZhW2rMKX5UHAOlcWiziU5whAbEAAQcuix/Ksz/LdIo9YhcqxAKTlCFZDmvhkOT40dppmzaZds5bUCj4vLEBQJhBA0HIkWUtZEr1lubI67qxBLdXWIQ0rBzDN3VvLtQCIEQggiI40V2EWcdHpDknuPOt61bgps1oX+jpFnz8roXapxiUcooiJA4oEFiCQQABBdFRjfYVcgSHh42NCYpv32nk6Vn1/eVIXak2HkOeQ77WMfya5SmsRUgggKBsIIIieLB1u0nFFdXpFuvLKyjlMEj65X4uLZf1W2+4ANAsQQNAyNOPTfTXjlNZxRY/TJVmFeZLja7HiYAGCssGK8KDpCXWUlqsxzUJKu04IHfFYS+Ro1lQGfUyWsdGklJGyxAGWI4gVCCBoWqrptPkYmo1FH58n+EOmL9Sa95ZXMKsZI9XuTmuflSISOkdS3YoMoCnjVRbrr7/+Cm1w/vnndyrz3HPPuZ133tn17NnTDR482F1wwQUrnOfWW291m222mS+z1VZbubvvvru0Orc7EEDQsqR1glnGCIvoMGWHyAvPypclHGV11PIB4JNPPqk8CPAUcXnHTbMIXju5Hc855xz31ltvVV4nnHBCZd+iRYvcnnvu6YYMGeJmzpzpLrzwQjdx4kR39dVXV8o8/vjj7tBDD3XHHHOMe/bZZ90BBxzgXy+88EKD7qi1wRggiIoygi+sgA99LbmtlmsnBbVYLtK8LtlQ22QRcasNrJSMNEswK6E2beUxwNVWW80NHDjQ3HfjjTe6ZcuWuWuvvdZ1797dbbHFFm7WrFnuoosucscee6wvc+mll7q99trLnXzyyf7zueee66ZNm+Yuv/xyd9VVV5Va93YEFiBoWvK620KuvzLqVc/js9yHLhNa/09Hiaa1WdZrx2YFkjUmX0uXLi3kvOTyXGONNdznPvc5b+EtX768sm/GjBlul1128eLHjB492s2ePdu99957lTKjRo3qdE4qQ9tB8cACBFFRTUdpHaNdnparj9fDSxofs6yjLAKlcwqtcbvQWF7eNkiyApOCXpI+51kVwrL0rLHVmCxAGn+TnHXWWd4dWQvf+c533Oc//3nXv39/78o8/fTTvRuULDxi3rx5boMNNuh0zIABAyr7Vl99df/O22QZ2g6KBwIIoifUwWft3OX2kIWTVdjyls2SMF50LmAaVjsW5Xou8j7KFMDXX3/d9enTp7K9R48eZvnTTjvN/fSnP00858svv+yDViZMmFDZtvXWW3tL71vf+pabNGlS8PygsUAAQcsRskRC22qx7vJ25BwII60iXh+wmuhOy2rT15MCx9vpmjISlgNyuC55RV4/pMSe+kDiJwUwxPe+9z131FFHJZbZcMMNze0jRozwLtB//vOfbtNNN/Vjg/Pnz+9Uhj/zuGGoTGhcEdQGBBBET61jd1nC4HWHX2swjEZHekrLr8hZYbQA8fml2JWRImAdW3TwUhHkPd9aa63lX9VAAS70ULH22mv7zyNHjnQ//OEP3ccff+y6devmt1GAC4kjuT+5zPTp092JJ55YOQ+Voe2geBAEA1oS3anLMcA8HX/etIAs0Z9JSfNpopE0npb1vvS4qPW5lntNs8BbEQpSueSSS9xf//pX949//MNHfJ500knu61//ekXcDjvsMO8WpRSHF1980d18880+6lO6Tr/73e+6e+65x/385z93f/vb3/y45DPPPOPGjx/fwLtrXSCAbc7DDz/s9ttvP7fOOuv4juv222/vtJ/cP7rjpjBtybvvvusOP/xw71Lq16+f/w++ePHi0uqcJhJatLhjp7w3fvG2LNey3IF5UgV0+3Xp0qXyCkVjFk1o5hjdHtY4YB6BtsrValkW+SoLGuO76aab3Be/+EWf3nDeeed5AZQ5fn379nVTp051c+bMccOHD/fu1TPPPLOSAkHsuOOObsqUKf64YcOGud///vf+/+SWW25ZWt3bGbhA25wPP/zQ/0f7xje+4Q488ECzDAneddddV/msB/RJ/CjajVw15N45+uij/X9q+o+clyKtB8ulyB2hTEzPGz1Zi2CFLMCswTBFdOIhC1AHCGW5lyzEPh5YBBT9+cQTT6SWo+CYRx55JLHM1772Nf8C5QMBbHP23ntv/0qCBC80CE8RcOSyefrpp922227rt/3iF79w++yzj/vZz37mLcu81CoCSVGjurNnEcxKLZ25FD15TZ1yUK3IJQm59U6WX6hc6JzSGrasRX1cLQ8LMYwBgtYGLlCQyoMPPugH8mmw/vjjj3fvvPNOp7EPcnuy+BGUyEud+pNPPmmej5KOdSJyGXAnL6f94nf5KttFJiM/5RRo7ALldy5bhsUkLT5579ItLNsmqU3SttdqJQNQLyCAIBFyf95www0+Mo3yoR566CFvMbL1QAm6HOXGdO3a1ScDh5J3KS+KxkP4pZOS08jbuSa5/IoSv6zpE5YYWsEx1ZJ0T6GAF+thgMtnuVbS/RZ5L7GPA4LmAy5QkMghhxxS+ZtmpqcxjI022shbhXvssUdV56QZMmTkG1mAeUUwKzLXji0e3i47/lrPnxYUw4Ing1/4OB6H5HcrkrJWt7AldtQW+tx6UuxqaNdIUNB8QABBLijpd80113SvvvqqF0AaG1ywYEGnMpT8S5GhoXFDGlMMzYyRtbO0REuKUajDl+NeBIsO7c8zFhi6tvWZ/7bcoNIaC1mAfFzarC2hfboelguY0ZagFjKrfnK8T36uFYwBgrKBCxTk4o033vBjgIMGDfKfKUF34cKFfnkX5v777/edKM2EUQZZOzFLCK3xLikCoXPX0hlL96a0AtkS1K7Q0Dn4PWsQkLVNPxRkHRfN6hYtUmjgAgVlAwuwzaF8PbLmGMpRohksaAyPXmeffbY76KCDvDX32muvuVNOOcVtvPHGfoZ6YujQoX6ccOzYsX65FkqDoKRdcp1WEwGadTYUy9qwLBQtflQ/eQ6e/otfJEohS6dapPDR+CjNAiKnHmNXpJyKLO/187hA6XpkpdPSPNIFrGeM4W38HnLzyvZKEl8AYgMC2ObQLBO77bZb5TOPzY0ZM8ZdeeWVfgXr66+/3lt5JGi0oCetUSZdmDTrBYkeuUSpEyfBvOyyy6qqT7Xip4+3xv50ArzlApTnydJxS7djkvVmRYDq7WnCl/XhwKqjtoa1FUx/W6tjhM6n61UGcIGCsoEAtjm77rprYqdw7733pp6DLMVqkt6zYNVNWyVa9OSxusPn9dloO1ljSdN/aYtHClSa5WnVWYofuz/pWPqbLb+k+5b1yCsO1pgotYUUP3qxNUrIMVF9PatMUr0BiBEIIIgKEiVCClcI3dlKIdLiR65PepHbj/fLTj90fi5XRAoE3Ru7QFkEqX70WdYnjSTxC43VyXbh9iAB5AcDrg9/to6XwhuyVq1gICTCg1iBAIJoyeqCDG2XYiCtQN6elPgdmtUkZG3qMbAVokBVEAwJoXSJJrlAi+y09ZiotAJlWoQUuixpDhjnA80IBBBEhRSoajrWkCuTXhz4QbDlZ0U/ShHL0tFnsXKk+NGKACyAdE36W7ohs1qCadfT9y8jPrkt2ArU1nCaCFZjlecFFiAoGwggiIqsQRjWeJR00/F2Od4lxwCpHLke9UoIMh8wqeMOWYJW/bx1p9IfWACl+zEkvDoPUF5XW6fWOKhsi1Cb8EtbgvqedD5i6DvQeZoQHhAjEEDQFFgRkEmdasj9KWeC0eKnrR5tDdZSd50HyO+EXhYpi0VZbeSqDobRkaDWlGh5rlGkKxQWICgbCCBoGkJRkqHoTy6jBZAFgANSeByMzyVdkEkdphQ1q15yG9WQg2BkPiBdlyYHl67QkIWbhL5nQtZLpoXQ/XJQEFt+LMJsBeop0dLaIdQ2WQU96Z6KBAIIJBBA0LSE0iBkZyvdfhz9yJ9Z+GQuYEhkQ5aPdg1alqoWAhZCTsNIC4IJuTWztI2upx4PDLk+dRCRvn5akFBSmwEQCxBA0BRYohIaBySkBSfHvEgA9RiYng1FjyOGOnHpKpXX1rCVyO9k+fGLrs9WYZK71co/1OWsxX2l4Gn3pxwD1O1gtbse5wt9L3J7LRYXLEBQNhBAEBVZrR3L5ae36wR4fmVZBig064olApYQ6QVvteVH4kfv0uWaxQKkv3m6Nn2/ofaQaBcoRYLSO0Wm0kuPiXL99OK5cixVuzmt6FkAYgQCCJra8pNlQi6/UIBHKAgmiwhZf4fqx9v1RNgcBJNnXUBtnWYVF2mZ6THRrPmQ1jmthwBuw1BbZAUWICgbCCCIjqQOPskilJ28JYBs9fB2K+AjSQQJS5xkh58EB7/IF8EuUBkNmtY+fF+yTpx+YLlJWYBZ+OXYnyWI+jvQYqatXP291JrHCEA9gACCaLEsrWqsAnb7yUR4ToOQgTD8ypr/l+TysyxXFg05HRoh8wCTLMCk+06y2rSY6Zlg+MFATo+mHyDkeZPqIaNNuWy1liAsQFA2EEAQFaGgCtn5sqVjlbPOJ61A6uCltRRaESIt8lFeNykoRN+DdoNS+Sx5gJZVHCqjI1Ity1iPj+rVMkJjivKerO9KCyAAMQMBBE2BDlJJ6mC5nLT8LPeenApMT4OWR/zS0KIno0D5s4wE9fULPAjotgjdv46G5faQEaB0/5SDSO/04iAY2YZa3HWgkNXuLPRyWzXAAgRlAwEEUZM13D4pIEbuk+49Hfyhz62PDUU3aldtyP3Jx0tBpLIyCCbL2Fk1EZb80KCtQCsSVj5chEQozVLX7ZPlQQGAegMBBE0JTyQdcvtZnbTu7PXf2r0YElctvmmdux4vDK0CkRYAEwq+CdVZ188SQH3v1qTg+nz8t34oKNoFCgsQlA0EEESP1RGGIh3lO5ejzpgCPPQ6d6Hox7RAmLywMEhXp7T4OCJULpjrApagHNfL4gZlMeO8PRkNKwNeOBhGWshZRCw0RivrWW1bQgBB2UAAQVRk6fS01ZP1nJYbUFsyVm5bWn3ydKraDRpyra5UQDtZgTN6HDUtCCbpHkMPHgiAAc0CBBA0BVrorLEmy22n3XJ6Jhg+Ri5UqwUplO6QVNdQ0Aptl5Nh82e95FGHEJGkKNPQ2KW0AENtQYJHwS9LlixxvXr1MqNik1yq+p75vHJbLVYcLEBQNshWBU1HyKJLKmuNd2lriEWh2k4yFMSirUud8qAFMm1B3LT7lW5MeR0d9BIaQyXk7DlaBNlFbKVs6LFN5vbbb3eXXXaZe+ONN6poWQDKARYgaAqyipIVCGK5/4q0LiwhCLkMs6RT+HvIcW2+XtqYYJ46Zb126FhtsdL44qJFi9y///1v16dPn0znhwUIygYCCKIiJGAhS8VaAUEfp92EoQR47erU+/JEaOp9SUKlLSbvRszQUSdFqlrtIPdbFpy0hDk4p1NuonGvSYISciUDEAsQQBAV0nXHWH9nCZTR5aRoynd57aRxK2uMMcs+vrZlKep7zhvUY10n6fqEdvOG7lWPBYba3Lqm9T3mBRYgKBuMAYKoCHXq1rhSEmlilLT8UFK98rhi8wTHpJWz/tbX0tadVY+QRajLWha0ZV2mWYNpdQegkcACBFEmuKcJU8i9KTt/juyUbk+rfFZxTbNo0gJx0u5DBujIq2gLOI9VlWbByYeBpPOHXK36u8pqoeetPwBlAAEE0ZEmMlk6xZA4Wue3xhfluJfen3bdrPvylC1SZOTxMnI165indBWXOa4HFygoGwggiJY8wsNYKztIKy+UXsDHSNdoWgec1Rqz3IShIJ3K5wzje1ZwSpob0qq/tn6t7Vo0rXFaBLyAZgMCCKKHOltppXBny25NQnbUliXDyeYyatQKggm5VmUZHTXJC9tyWSt3jl5y+SF2zcoJufV96LrJd/239Vlfn++ZE/Hpna7P7cOTAITcpryP6sprGWo6RbIa7ZcHWICgbCCAIDqSOvI0kqI/LYstKSpTHlsEWmCzCK68l2o6b0sw5Tykocm4Q+InP1v1tNoXgFiBAIKoyGLFyIARS9zSIh91h89WkbQIQ+Nb2s1n5SFa7kC5zYqu5Huq3FdC+4QsI65L0vinrHdW16cUP91uGjlLTFLbZQEWICgbCCCImtC4ku6Yk9yEnNTNi9AychUGKU5youokV6jeHgpOYXHTLlDCmojaImQFmuOHgbrKMVAWMLp/2s+L8+rV6UPfBZ83JO5W/QCIDQggaDp052x1slosuXPnDp8IpT/oDj1vfTTa1cliqMcAQxZPljpYx4YsN/liIdbCZ1mNae2cVqe8YggLEJQNBBBEheVStD5nFSYZ/CKDYOjFoqgjPqVQSQFJi3wMoYNgaF5MWRe2ApPuI836DLWTdS66Lll8PXv2dEuXLvXX1tafdX55Xl0nHcRj1TvLavcA1BMIIGgqslgV3OnqlQl00Id2gWox4VfSeFZov+WalON8vDRTyAWaFBRTLVxX+VBAf2dxf+p7T3sAKaLOsABB2UAAQbQkWTRpnbAWPdnh89hX9+7dK+kAbAmmdfzaPar/TnJjSvFjwZMi2El0E9olNN4mrdtQW2oB5NQHXq0+NCOO9eDB46WWy9iyTBERCmIDAgiaglCgRVZXKAseuf0YnRyvg1kst6e0CrX4yGMtWPjIBcpCZK27598zzBKTFHyi201OAM7Cx+OhWsisBwHd3ryfXZ8hIbTOkRVYgKBsIIAgKsro9KT1pzt93XGHIh/zWi+WaLLYkcXHgqSDYGQCuTw+yzYLKeBS3GSkK5ElAtQKsikTCCAoGwggaAqydoY6FYBFjlx8bAGy6Ej3p84DTBNE/jtLuoDPjRNpEMuWLeskiGQRsivUCiaRM8Xoe82KdH3ygwC1iXQH04tdoWkPAtY0abpOcHmC2IEAguhhsZCuPCsQhvfL8nK7DP2X04FJNygvBmuN54WiI62xSWv8kq0/epcWoAyCsdIhtEu2GrTlx6LH9eEcSR01GxKxUPsnPQzkjQKFBQjKBgIIoiIkLHoMSlt6+l27+6zxPhkok8daSSobEj8dBMMWnSV81jnyiKBlgcp71u7gkAs0rU10EFBa2wAQGxBAED0cxMI5c9Z+axtbe2ztkKuRrBzexxaPTpvI0olrgUgTRRIhuj5dj1ygPKE0R4LKKNC0+0sKNElDzopDbULnoutzBCgLIZ9fv/S1dR6lXh+wFosLFiAoGwggiB4r2jJrRyatGeqsudOXof9SBPncWRK7dYRoYv2F5UpCKK+TNhVaFiEIpYxoS1m7QbNagNrKDkWFhtrKKgNAo4EAgqaAO9rQGKDsiC33KMECyNutuUDludOsOkamSwQjNoUVxbO+sOClWYAht2oWd6glgFIEuQ4hAUyKkJXtoMf3rGPyCiAsQFA2EEAQNVqMQp95mxX4wrOd6DQDjnYMjQVqC0+mT+htUix0x81RoJz/Ry5QuraVDM/bVsph4YbcplwvTndg0efgF56Sjbb16NGjMjEAW8VZvg99TXnP3Faw/ECsQABBNKyyyipujTXWcIsXL3ZLlizx23TnqS09JtTJSnefjL6U44N6urQ0tPUlxTgpalK6O/l4mQif5AJN+iwJ1cUKCuIHAG4LPQaqz5XW5qGgpZCVmAYsQFA2mJ0WRMOgQYPccccd5/bZZ5/KNssdlxT1qaMoZRAMj/nxiz6T5WOJYOi6IcuTt1kipsWPrS+Z/0evpCjQUGSpdm/qdrPui9uF20ROCWeJmrZwJbpNdN2T7ikNKwiniFdZnHfeeW7HHXd0vXv3dv369TPLzJ071+27776+zNprr+1OPvnkFQK7HnzwQff5z3/e/zY33nhjN3ny5BXOc8UVV7j111/f57WOGDHCPfXUU6XdVysDAQRRw50WC4vVUVsdM2+XsCtUJ3zr9QCJLMsk6UCQrPfB4scvtgBlIEzItRsa+wx19nxeKZQy2pPbUz4YyPFAuWqFFndtAUvBDb1aGXJtf+1rX3PHH3+8uZ++BxI/Kvf444+766+/3ovbmWeeWSkzZ84cX2a33XZzs2bNcieeeKL75je/6e69995KmZtvvtlNmDDBnXXWWe4vf/mLGzZsmBs9erRbsGBBXe6zlWjtXyRoWkJP62nRibqcFfhhLf1jCVtS3fTfadabFBBpDWZZDzBLW2XdnkWk9Iw40l0bQlvmSdZzq1qAZ599tjvppJPcVlttZe6fOnWqe+mll9zvfvc7t80227i9997bnXvuud6aI1EkrrrqKrfBBhu4n//8527o0KFu/Pjx7qtf/aq7+OKLK+e56KKL3NixY93RRx/tNt98c38MWZTXXnttaffWqkAAQXRQJ8XWkRQvepfpCZbohcb/rBdbktoykZ29tg4twUsTL7n8EVt87AqVwS/aSsti4Voin1SWrWCZ9yfbRM+KY7k0Q+1tPZxkmVWmESxatKjTi9ZFLJsZM2Z4cRwwYEBlG1ludP0XX3yxUmbUqFGdjqMytJ0goZw5c2anMtS29JnLgOxAAEF0cLQivTTaFZc2LsWdsHT16fXw9KTYSa5OHg+zOnZZD0sM+Xhp/ekcQCmq+rjQ+dKsZWulBhkEJPMhZZCQdXySiFn3IF8xjQEOHjzY9e3bt/KaNGmSK5t58+Z1Ej+CP9O+pDIkkv/+97/dv/71L/97scrwOUB2EAUKokTmqKUJC2FFKMoXn0920iyAurOX50u6XlqdNFIU5DZpAXKZlQNjfVnRQUHWfmllWnmAIRexrJfebrl/Y+T11193ffr0qXymgBOL0047zf30pz9NPNfLL7/sNttss8LrCMoHAgiiJEn8ktxwFjLyUVoCevovDvbQ10jrxPUYmVUn3k/72LXL19PWYNL1pCDx9XR53WbS+pLpD3x9esmVIvT4qBRR6R7l9zTLMCSOaZQxZsfnI/GTAhjie9/7njvqqKMSy2y44YaZrj1w4MAVojXnz59f2cfvvE2Wobr26tWr8v1YZfgcIDsQQBA1Vli+RM49KTtMPRbFid3SMkoK0LCuGwq4IaSYWMdKy49dpzIoRtc9JCghay4NHQikXa3SrRuy9vS5kh4SdPvHagmmsdZaa/lXEYwcOdKnSlC0JqVAENOmTfPiRsEsXObuu+/udByVoe0ERTAPHz7cTZ8+3R1wwAF+G32H9JkCZkA+IICgqQmJnrZYGJ6GjPdZlo4M/dfnDl1Di4IsJ4NgeNxNukH1GFnWZYiYtAjW0LimtMykOzipXfU5rbLyAcMqH4MFWAaU4/fuu+/6d/qdURoDQbl8q666qttzzz290B1xxBHuggsu8GN2Z5xxhhs3blzFBUt5sJdffrk75ZRT3De+8Q13//33u1tuucXdddddletQCsSYMWPctttu67bffnt3ySWXuA8//NBHhYJ8QABBlGh3ZMi9KMfsuKx857/ZtciuQ16NwVoFPSQUSVZiWjk5pibXNpTXkK7UUMqBZU1lcTFKi09HuLIAynYOBQWF6sTIuVota7iVoXw+yu1jPve5z/n3Bx54wO26667+t3bnnXf6PEGy6GjmIxKyc845p3IMpUCQ2FE6xaWXXurWXXdd95vf/MZHgjIHH3ywe/vtt/31SEQppeKee+5ZITAGpAMBBFFjud4spNVhBWcwOr3A6uiTjk+rYxL6nHIML8naCVm4SRZanvpo8bdeWYKBiqbZLEBKardmbZEMGTJkBRenhsTy2WefTSxD7k64PGsHAgiagix5ZEn7rSAXbT1qi1GTZcxLB8TIsrzaPM8FyvtCY4Gh+8t6bSlgOg1BC72cONyyivm62k1sBdxwe4faKg/NOnYImgMIIIgS7ULTwpAWHCOtIyl88nyh4JcslkdaYEcoEIbFQ1pWadeTyekha9Cy5izXJ+3jMUgZiCOtYVlf6Sa12lCLqFzqKS1QBoBGAwEELYe08qwAEMLansedV43rL8tYnXXuNHdsWqCOFaQSEqlQXZPG9LQ1HRL1vALYbC5Q0HxAAEGUhDrtpM6a0Z1w0hyWWa9pWZ95RdCysqz7CVlx8l61yEgRss4lg1yyRJ1aQUXWw0PIEpXHAhArEEAQJVpkdAetRU2Pg8m/QwEyoWjNJCyBlPuSrDzpVgyV4XvTrsMswh+y0HSbWEEv+npSNJOuHWqvIsQPFiAoGwggiBLZsVqdtRTAUKcuk+TlOJV1rZBFo8WUt8vjZPkkZDCMda/y3rJarfr8adYyIQU4ycqVrlJ5XF6qtZgBKBsIIIgW2SnLgI1qz8HnCe3jbWnuwFrGDuV5+FzSVcuuzDxiowNXLMHRVp4lklYQTCiIRT80hK5bixUHCxCUDQQQREuSsOjOXUZ6pp0j6zbGcqnK7WnH67KyfJ4oyVDASmh7miVr3RNvS3OlZqmvPE6+AxALEEAQJdoC0jPBaMuFLUSdvyfPI0P+pXsvtNyPdrVa6Qi6rGUR6kCS0DRrMrAlSVy0+1e+678tkgJX+GEiy7FclzwPKnmABQjKBgIIokUKkJ5ii//WKxLoBGydZC4Fj7Dcndr9Z42rWRZTmhUmIzLlufhvPR2ZdQ5d19A+bhddR9kOlnjxdv1QELJ200Qqqa3TgACCsoEAgijRy+0QSSITClaxBFNaYnyMfNfnSbNwsnbwlpUp65VGmovXcs/yvYbEkveljYVKV2mSAKYF4AAQExBAECW0Zh7BFp2e3kt3sNY0YlYAjBRFnhCbz8vbeSowvYBuCEsAkuYc1ZYX/y0XxU0T+qS6WGX0Q4C+Nu+TlrRuL35oSIo0lQ8Dae7UNGABgrKp/tcJWoKHH37Y7bfffm6dddbxHdbtt9++QodBs84PGjTIL8g5atQo98orr3QqQ0vAHH744X5ds379+rljjjnGLV68uKZ6WfNM0otEwooG5c88Tmcdb0UvSjG0XlYHH7LkQi7DPNYc1zuUriHvT5exLEttCYbKhyw7Ld4Ej7XydyHbKe2aAMQEBLDNoXXEhg0b5q644gpzP61bdtlll7mrrrrKPfnkk34JF1qaZcmSJZUyJH4vvviiX7iTlnshUT322GNrqpfVwUuh0tstcUoSQT0fp+zIrU5dEoqSzIJloWrrKqt487bQvhChMlYwjj63fBDRDyNWEE+aRZvWVmW8AGDgAm1z9t57b/+yoM6CFtukRTv3339/v+2GG27w646RpXjIIYe4l19+2a9F9vTTT/sFOolf/OIXbp999nE/+9nPvGVZK2ljbJZQyncZdGKtlKAnfLbExXJzSosora6y86XJqK17DLlAZb2tdgm1mTW+p0WOkWsk6shZeax28XKds6wCAfEBsQELEASZM2eOX3CT3J5M37593YgRI9yMGTP8Z3ontyeLH0HlqYMki9Fi6dKlbtGiRZ1emjQ3Y9bONCQSIaugmohFy3WYNBaZVPc817fGJy2RktutscfQfejzh9pLW9O6rHQp5wEWICgbCCAIQuJH6JWm6TPvo/e11167036ycPr3718po5k0aZIXUn4NHjzYLJfkpiNCrrcs7kDdwVtWnDy3Ptb6O1Re1z90TilcofE5HYASStdIu3+9n65J1pu0anUQkBY1dtvysTKNI8ktCkAsQABB3Tn99NPd+++/X3m9/vrrZjnqjLt162a6DCW60w3t12N7WkgIa7WGpE6dP1vXDCEXnJX3ymhryYq65EhN7bLUdQzBgSzWQwBbdXRuantu/1C7yZc8jt/pO8zyPVptCAsQlAnGAEGQgQMH+vf58+f7KFCGPm+zzTaVMgsWLOh03PLly31kKB+v6dGjh38lYQV7ZHUjWufiY9JcjNbYnb5elrG3JLgelps05Ga0Al+Szp9ln2wPfZ1arqHPVy1lCBYEEEhgAYIgG2ywgRex6dOnV7bReB2N7Y0cOdJ/pveFCxe6mTNnVsrcf//93hqgscJqka44drVJF52OQNRWFVsxfBy92AqxAjX0NGeW9ac7z7RxSnkN+aIHBHrJNAJ9DUs4+D6SREULqFVHFj627thK6969u/9bBgVRPSknU4q2rre0HHW70bHLli3zL87tBCAWYAG2OZSv9+qrr3YKfJk1a5Yfw1tvvfXciSee6H784x+7TTbZxAvij370Ix/ZecABB/jyQ4cOdXvttZcbO3asT5WgTm78+PE+QrSWCFAtNnKya+68k8bH+ByWu1JOA6YDOLTFJ5PBtRvSsuTkdRm+jrwXWVcd/Rm6D/13qIy2muldz5Oq2yU09Zk1YYB17dD4ZS3AAgRlAwFsc5555hm32267VT5PmDDBv48ZM8ZNnjzZnXLKKT5XkPL6yNLbaaedfNpDz549K8fceOONXvT22GMP3wEedNBBPnewFrSAWIIo0ZZO0viP7NT1mJ8mye2Y1EFbLkz9Wa9gkeZmDY1jZQkWskRcjzNK8U0SCj3maAXeaEGG8IAYgQC2Obvuumti50Sd1znnnONfIchanDJlSqH1styQ2mLT9bTET8OdvgzS0JaXPk8oAjOL+IUmmLbqGRKnLGjh0ZYsB82EhElbxvIlXcbyevJ+9XV1cA6Rd1o0WICgbCCAIGos64I/S6FgodJLDVmdc2jsznJl6npYlmmaBSa3WUE91VpI0gVrnddyc1oz3Oi6WO/Wda3j+LP1wFKUaxSAooAAgqiR7kILndYgg0RCQhBaXsn6nOQelftlHa1lhrT4yu2WValdpqFzWXW1LMEsIiQfIkJWcKgN5HgmtwFRiwDCAgRlAwEEUWJ1vFYnarkwZXlrId0k96ncpi0l/bc+NkkkQ2sAhty1Wc6lz2lZdvI+rPxC617k8ZZblM8l7yHpXCyKtawMAUAZQABBlMjOPOSGI5Ksp1AZKS48NpcmamnuSksArPOFyst7DYlhkohbIirdo6HJvfXDQ+je9LWtc1n3l3csM+2eagUWIJBAAEGUcOenAzBC43t6kuss55ZWjFwcNxTgYY2zyWPSOn05FqdFRQpL0moX+t51GUnIFSyRFh63g2wL7VIO3VtoTLUMEQOgKCCAIEo4YjFkGWlhokRu+Vm6B8kFRwndkiSRsq6XZMFZY376WlQHcteGLMvQ2GNWQhalfjjQ19RrJ4aibLW7Voqk3J+UnoIoUBAbEEAQJdKakq48RosFCaZOcA/NE5rkPtVlksbmpNswaWwtJGxWZxwaT0v6HLqWFEBZV/meZTw0ZMlJiziLZYggGBAbEEAQNZZFJrdxEAxPs6WjEbl8yB0oIyb5eB4XTBu/0uN8erYXhur4qVgpIcnKCl0nLWHfajduB7J+pSXG5wtNIJ7mRtbn4vuFuxM0GxBAEDWygyWkUEnLQnfEXFYKnZ630hK/kKUkr81YVmloHE8KZGgB31AQiiyTJDKWaMkxPXme0FqC1phn2nXl8XJc1brXPMACBGUDAQRRY7nPQtuswBK9np12keprJQmtNc5liWLIXajHwrTQJFl4WQNKLPemt0DVhNva+pPiJ93Oep9u99D9W/shPiA2IIAgSrizlGvRWYEjWjyk5SU7+qTEbHmstnzob3IhJo1/6TqHXIjS+spy75YlJ++d3JvWdSwhte45tBag5eK0FsblsVddT10u6b7SgGiCMoEAgmixRM8qExqvsqxG/bf8HArYyBu8EbqP0HmydvKWG9RyVYbOq608awzQEi7LNZs0Thhqz1rbEYCigQCCKOFOl4Nb5Bp1Gt1Zy791OkVIIPj8lmtUWzX6OrIcYUWd6mvp7ZY1q+9RW7f6HKHxR3lO3s/rEUq3rGxjPfuLXJdRB+VoS5GQ+YN6HDcrGAMEZQMBBFHC4mVNISY/Zxk/09t1p84dPgud5faT59HjbNK1GXJJ6nJWnUIL72r3pzxWi5VsC6sc19sax5T3xAKn66QFV54nFFgk2wyAmIAAgijRQhIa/0tyLfJ5kiyJkEWZZE0lYbls00TaEgerXvL4JEFJGn9kQg8WSfdkbU+yiEPjplmBBQjKBgIIosSauzLJhSktG2nB6Umbk2BLi2dukRYREXLp6UAbXTdpeYXcnPJzaGxOTyodmt/TmiQ7a7CMLiuvJV2b2jLUkaNWvfKKDwQQlA0EEESJHHPSY2ZSbLiMRHa+UsjkPkKOcbGLUU8bpo/RdZSCJt2UeixSioNVX/mSIi6vb7ktkywvfV65P7T4rU64l9vlOXX7hVzSEqwGAWIDAgiixJrcWrslQx28PEdoHkxGh/trS02Lia6L3ibPq6+h90kxTxpbkw8Dsm1C55P1tsbw+F3PShMSNB3kIuuihVqXt+qZFViAoGwggCBKOHrTssikQFgCJrenJa3LXDodxCEtr6QxN+74Q+OFLMQ6Z84SHHa/riymcrOCcizXovWwQHXX96iPlUIuXcnyvmX95D1r17NeczDvFG4A1BMIIGhKtGhZHbv8mztmK+FbWkP6/NplKrHcftbYlzXeZ1lt2gpLu39L0PVnLVSW2zft/qzrautXl9H3qh9GsgALEJQNBBBET5Lw6PEyuZ87ULKA2LKSAkjH8ioSXJ6DPJKuGRKnJEvHcjPydl0nQluuWsD0NUITW+sHgZD4hcYdtUs4ab8WOfos2zOvCxSAsoEAgqhJskq0C1NDnS+tE0hJ38uWLascoztkFkJtKSUJStJ4n7aMKm7NQLAOi5E15RqXS7K4+By6ffizdEnKCFeJJcLy3ng7l9PTxlmrcHA56VLNAyxAUDYQQBAlumMlksbgQufQFk/SSgz6mKzXSaq/Pt4SVkvkk66VNB6Z9sBguYmT3KB5vyN9PpkeAfEBsQEBBNESGjtL6kjlPrKolixZ0kkEZXCNDF7hIBU5+wzv04En8nwhQZN19xN6d+tW+azTD/T9arGwLCjt5rWOsdol6/iirp+2UK0HCWk9Svezntg8K7AAQdlAAEGUcGer5+jU042FxEe765KEjM+jcwt5DMtKU7AIbedj9UK4IcGzxE7X3Xq3xvu0Nabrq92qoQcMaUVbrs8kgZX3D0BMQABBdGgLjbfJ/ZZbzQrGkJ22JWSWCEoRsARL/2191vejg0m0iFv3YbVJ6BjdRvKzFs6QWIbOpe/bchdb0bVWOkseYAGCsoEAguigzrNHjx6dOiw97ZflcpNWClmQ0vKTVqFcqYCvJy0vOSWaDBrRkZIh0dO5cFldnfyZ6r6SygPUFqF0BycJhRZy/TCgy/G5yV2pk/Fl4jyXtdZZlPA5pGs5KxBAUDYQQBAloUAR7X7Tf6e57/Rx8rMe29PXlteX50pzjep7styTacfJcUNrrk8Ly3q26hPaF7Kurf2heytDxAAoCgggiBLtNgy52vjv0Pyc8m/LFWm5Q6XQsOWn3YjaBRtym+p7ku8h9LFy3k4rnUCOd1rnseoaemCQFrc8j7SaqQznVOrz6POx9UwvPRNOGrAAQdlAAEGUJFkbTCgoRIqXXvPPShiX6+2R64+P504+a6cZshqTLE5ZZ1lPWZ7q1PGfeiWtJ2iNi1qWmLYiQ1Gp0r3q3bLqAcGaNEA+ZBBS9BAEA2IDAgiiJDS2pTtbWdaybLSVY7n2QtcOWXJJxyaVs4JHrDpZx6e5HmVZ66FAl9ftawmgPqdukyQrN2vbJAELEJQNHslAdFAntXTpUp/DRzO4fPzxxyukMUjrjC0anvlFWx0cgKE7edpO1hW9ZA6g7ODldv3Sx4REO20sje5Fugo1ch7TtA48dG35Tuchi44DhbheViAL3ye1EbUtB8doi1XXUVuZfL1W5rzzznM77rij6927t+vXr59ZxnK133TTTZ3KPPjgg+7zn/+8DwTbeOON3eTJk1c4zxVXXOHWX39917NnTzdixAj31FNPlXZfrQwEEEQHdQosTFqg5PicHJvjjljO9ynFxYp61MKkXaa6nBY4LUpyBQV9PyGrT1pV2iLTddWvpNQCy7qz6pQ1stWyQK3OPGSp1jIVWtGvsqCHta997Wvu+OOPTyx33XXXubfeeqvyOuCAAyr75syZ4/bdd1+32267uVmzZrkTTzzRffOb33T33ntvpczNN9/sJkyY4M466yz3l7/8xQ0bNsyNHj3aLViwoLR7a1XgAgVRoi0xq/NMcvHx35arz+oEraCYpM4ydA7LPahFRY6R6e3WPSVdO3SuENoNK7dlcfta5wu5XbVbutXHAM8++2z/bllsErIOBw4caO676qqr3AYbbOB+/vOf+89Dhw51jz76qLv44ou9yBEXXXSRGzt2rDv66KMrx9x1113u2muvdaeddlrBd9XatPYvEjQtoSd3y0UpZ4lhK5DcbXI1+NBx0s1JLr7u3btXLE5rzE66/EIWhu7s0ywQvZ/rzsjglywJ5ZaLVbedvLbOseRzyHYlNzS9tPUnZ+oJWcC6TjFYgIsWLer0Ipd7vRg3bpxbc8013fbbb+9FS/4mZsyY4UaNGtWpPAkfbWcrc+bMmZ3KUJvTZy4DsgMLEEQJuze1Sy3kKrQskaQOV7oQOTlei4s15iavo61GrlcoLUGW4XIsHrI+SS5Lec+hc8s6aSxrTLpUZbvra1qWNosrl5NCWCtluCz5fIMHD+60ndyJEydOdGVzzjnnuN13392PE06dOtV9+9vfdosXL3bf+c53/P558+a5AQMGdDqGPpNI//vf/3bvvfeeb3OrzN/+9rfS699qQABBlOggCu5oQ8ImrRX+HBJD7uylgFmrFujOV1uRugz/nRasotMctNiHrKWQqFhuX3keLcjaopVWrbw3PbanhV5em8uwZc3pJNwW1UyFViavv/6669OnT+UzzzykIZfiT3/608Rzvfzyy26zzTbLdN0f/ehHlb8/97nPuQ8//NBdeOGFFQEE9QUCCKJFilLIutNiwXNP8vFWx8suT+taoU6fyWKR6A5frjYhy0jrSd5TyI2orV7eJuukLThpqcmHCHke6WKVoiitbhYyPTm5tij53nn9RSmAMSXCk/hJAQzxve99zx111FGJZTbccMOq60MRnOeee653wZII09jg/PnzO5Whz1TXXr16VX67VpnQuCIIAwEEUWN1+laZpHEna5wrSUSSXIxWnfS5QsfJOoXObx0fCjSxziXFj8vIbdZ4n76OPq8V7WrdtxZPfe5mZK211vKvsqBIz9VXX71igY4cOdLdfffdncpMmzbNbydojHr48OFu+vTplehR+m7o8/jx40urZ6sCAQRRIjts+ZmxZkPhz9a2UMcv3YMyvy009sXXltZQyFq07kkeY7kurfrLMbXQ+Ke01kL11uOplvBL9yW9OCCH75nX9LPWJrTan4OJ2mFF+Llz57p3333Xv1ObkbgRlMu36qqrujvuuMNbajvssIPP3yNh+8lPfuK+//3vV85x3HHHucsvv9ydcsop7hvf+Ia7//773S233OKjPBlKgRgzZozbdtttfSDNJZdc4l2pHBUKsgMBBFGiO3Tepl2dllhItxu7GmVUpeyMLbenXvFAY7nypCiFBCzpvDIYho9hdP2t9gi1nzXGJ+9bt5XlWuZE+NC5LcHLU9dW4cwzz3TXX399pzE+4oEHHnC77rqrjzKmBPaTTjrJtwcJI6c0MJQCQWJHZS699FK37rrrut/85jeVFAji4IMPdm+//ba/HgXNbLPNNu6ee+5ZITAGpAMBBFGjA1N4m+XS08ckdbyhQI+0qEciNPOL5RLV18vi3rXcmlqcrHpZY39J967vk4VQjiNK4ZYWuXX9pHuthmazACn/LykHcK+99vKvNEgsn3322cQy5O6Ey7N2IIAgStji0NZLaOYSy5XHnTtbJXyuUAdtWWk6oEWLQJIYyb+TUhwsF2ueqMnQA4Icl7PG9vieub1Y/LLUk4+TliFvJzgHk48LWYYANBIIIIiStDw6nTun3YhaFEL5bbwvtKBr1gAWKyDEuidtZfJ70higz1EU0a0hpOBIt6a0kqVoWfusc8qkf2kJ6rFH675CwpuVdnCdgsYBAQRNJYBWqH5WgbJcf9x5h0L004JJQtcNWanyGGml6v0SuUK9db+WW1KKn0y3sOZQDdVbno8DYeTMO7ydH0gssdNjqwDEBAQQRImVd6YDW2Rna1mDliXCny1Xn+68OdBGjjVa1o6uR2gMz6qbHn+zAlb8SgqBacySRFO6NK1r8aoQ0l3J963dwXpRYDmNnGwLPU0crx5RTSJ8GdYfLEoggQCCKLE6dyuwxXK7yXeZGC+PC7kjQ2iXqXUt/lt3stb4pDwuyzJHSaIauh4Lj2Vl6tw+aaVZFqv+PuRxIZevvDctxlmAAIKygQCCKJEdteVylMiOW1t59C7X2+PzyVQIK7Fb1iFpTMvqUC3hloEg2vUpy3F9pFiE0idCDwfacib0eoPsGuX7k+W5bqFcSzkGGGoL3ibb3a9sDwECEQEBBNEh3YE8Nic7W0vIKMeKk7jlihChuUT5PFIEdKSiZaFpQZTvSfD5pZjJVRq0gGWxSEOCzdadVT92e+rxSCl2lqhJV2honFCLuuV6zhMMAwsQlA0EEERJUkepLTG5EjxNFcXiFwowkWOKlpsvybrj7dL1p8v58UmRuC7HxGSeXWhc0Lr/JLeqxkq5kPcqX3rsMum8aeOdsh2lda1FFYBYgACC6KCOki25pHE0af3RVFP0TsvMkADx+nUfffTRClaPXDleugb1+FZILEKdOZ9zyZIlrsuSJZXtNDH0JyuvXAnckefQ425pIqEDWaz9ekUMHguUs72kjd1Z34kOjNGWpfyOtKVI7Y8xQBAbEEAQJewutCI7dRAHCQytqUblaU5Edm2yEOrIRD4XwTlx2sVqBYrIMTp5jO70aWLjLqKjpXkfP+nZcwUBkONx8rP+W9ZXWmnSRSuP0dOWSZewjK4N5T5adZHtEqqfPp8sw9GgAMQEBBBEiZ7r07I6eD917LRYqOXuk2kTOshEjsnJzlmKZSjIRddFfqbOvlv37pXt5JZd3q3bCvXT15HnzeKK5LrqOskxRe1+tcYHkwRQC2GoXXSAj17RvtrJsIsGFiCQQABBlLC70JrxxRoP0wElehYUvT6fFAVrbMvq5LO6KbWosDWqk8X1OGJoVhbLqpLl+GUFvshrsltZv7R703rIkPeir6vbjfdrwYQFCGIDAgiixBors1yE0tKx3KPa9SnRLr20Tt26th5Hs0QyLQBE32taXmBo7E+fL9RW1n3qcnrGGJ2cnzRzjkXoO0gCFiAoGwggiJJQRKQWQT1Op627UHCLFYnJ17JceZZLUIquFr4kAQxZluz2TRJAyy2chHZ9ymvqFeqlBamDWHgcUbePJar6HkPjhlnqXjQQQCCBAIIokSImsTpY2kYRoFYaQJo7k8VLu/9CKzLIMlnHzvjcMgpTnssSb6st+JjQ7DaWC5fdrxwEQ8fq1TG0G9hqYzkHqKyXboOk8UW4QEFsQABBlCQFoWh0R6s78ZBVkuSus65h/a3LZ7HKZNks92e5WkPX1e7ZUDtmaVvpFtbJ+tZDgBzP5H1pwTZp1y8aWIBAAgEEURKyviy0+47LWp2dPK81xViS0FnXzQLnB/I5pSWkBUPXi6+jBSvJFaotSrYa9YOBTpjXFmSoLZLmQuXvgS1GrAMIYgYCCKKDOl/O32PkEjzaZWm5JUMduF7hwBIFneytBUGLppU2IdMA5PFSePTxcnuauErhTJokQCb96+N1PqNsD+22lfdtCZr+Huj7k21MLmpYgCA2IIAgSkJjcNItRyQlc1uCGBJMeX5ruz6fJa7a/SjPmRQUkhSpmkTIytXTj1lBQJZ7UqdCWMfq7fJ8spxcJ1DmXAIQExBAEB08mwoRijIM5e/pPDWOdNSTPTPSDWgt9pq0jp0W1NC8lzqCMulcXN4SzKRjZLkka0+WSxpX1C5ba6xP1pUnHtfTrdUifLAAQdlAAEG0WFaU5a6T6HEsfR7+rC057eq0Vmiw6hcKptFjZqEkc30u63jeLsU5T9vJ8+uXZRXr9pDb9LJKFtqlDNEBsQIBBFEiA1tCY1zSstGpD/Icoc7ZEiXq4GnGFCmycjxP1i80BqfPmTbLira6rCWHuL7ys66HvL6VA2nlSGpL2XJ9ymvrnEJrHUZZPx2clAdYgKBsIIAgSmQHba1AoINM5Lvs1OmlZ4bh/foc2l1nWYfyGqHJrbUoyanQCH2c5cq1hFKKvNynE9xlAAuXkRYtt69+OJDtI89nCay+Fx0Zqtcc5O8CgJiAAIKo0a46uV2+a3Qnri0T3m4FvYRcd0kBMGn3wO+Wy9YKNrHKhM4rP1t1Txp3lJYavWS6RFK9LAtVB9Xods9rfcECBGUDAQRRwp1v0jpzofE/ufKAFk9phegOO8k6sjp0fZ60cS8ZOKLPF3K1EuSS7RD5dNq1KYWKrU3dHtbYnWxjftG12AWc9sDBx2srkdtZt2leVygEEJQNBBBEiZ5rMhQIIjt57uBZBEJWhxVIY4lq0lyi1jlD7lHvhhUuyNA15MuKPg0Jq75P/bcOerFmdWEXpTU5gDzeSmy3tmsrshoLEICygQCCKNGdZ6iMfJdY6+Tx55B7VFs9Sde33JnW9ULo4BS5LXSfofOGrLDQuWTb6jFPy+rjv6WIWvchScvPzAIsQFA2yEwFiUycOHGFMZ3NNtussn/JkiVu3Lhxbo011nCrrrqqO+igg9z8+fNrvq5eQFVaRtpqkrOdcAftF6Xt1s3nE9KCtJZlI1dKp5c8ByH3yf1JU4hZ8PFWvaWLNilpnD7zPfGLPsvJra2xN2kh86rsUpToWDoXu4a1tcbnkkEs3AZ6om3ZRjLyldsg5OIFoFHAAgSpbLHFFu6+++6rfKaOlDnppJPcXXfd5W699VbXt29fN378eHfggQe6xx57rKZrhkL+LRejxHL5yXExtnpClou0cKQYSitL7uf6yPL0WUdmSpervq80WCxlor28R05CT2pLOQZnuXVZ5HQ76gcH674IHjeU7cHXphfVESvCg9iAAIJUqHMbOHDgCtvff/99d80117gpU6a43Xff3W+77rrr3NChQ90TTzzhdthhh6qvqS0rK9RfftblpFvRmolFuze1aMlz606Tz2PN6cmEBFCSNKaoy/F9yPronDxrbM7aFgpo0W1uCaB1HBGa8YW3IQUCxAgEEKTyyiuvuHXWWcf17NnTjRw50k2aNMmtt956bubMmX7S41GjRlXKknuU9s2YMSMogEuXLvUvZtGiRSuUYatGBrZoq85y+RFabNj9J0UkFKloiYlOEg+5PmUuXFdDTPU0bRItxhKrvF4IOISezi3J8pVBMnxdvYah/j7IfWoJO1+Tv6dqpkSDBQjKBmOAIJERI0a4yZMnu3vuucddeeWVbs6cOW7nnXd2H3zwgZs3b54fX+vXr1+nYwYMGOD3hSABJXcpvwYPHrxCGR18Ilc40J2xLmdZjzoZ3hpL5I6aUwHSZm/RY3eWi1GihdOafNoaT7SEUQfuZAm6CQXz6Jd2/eqXrhf/rcdQrXoCEBOwAEEie++9d+Xvrbfe2gvikCFD3C233OJ69epV1TlPP/10N2HChE4WoCWCjCVClrtSigl3yNJyDImqHMeSQSUc2BEKDEkK1FlZBHxoqyp0T/xuWW1ScGX95ZhmyFVruXu1K1ULry5jCaL8LvRK8HKqumrFDxYgKBsIIMgFWXuf/exn3auvvuq+9KUvuWXLlrmFCxd2sgIpCtQaM2QoMpNXe8iK7qy5Y5XuSX7n/Tz9GEcpWufkMlIk9FibFg8tnHo9P1nfSgTkf8TVIiQ+8lx6PM8SFFlnWU8OlGExt+ZNldeV9eEycl5U/kzoyE7dNuQi5+uzGzoPECxQJnCBglwsXrzYvfbaa27QoEFu+PDhfgxo+vTplf2zZ892c+fO9WOFRWCNh/G7Di7R2yz3YsjlmObu03XJU5bL68+hV562yesKlXXR1+P2YQs4ywoW1nm0O1WmTAAQE7AAQSLf//733X777efdnm+++aY766yzfAd56KGH+vG7Y445xrsz+/fv7/r06eNOOOEEL361RIAS2toJde46J0+vWsD7qM7WWJrl4tMWoL5+aIUJ+W5NuabdhFnFT7ojrTbQLlAuI/P05Lm4LWR9pMuSA1b0mKDMg+RrSZex9b1wm4bKWdC4MnkQksaRa4HOTdcAAAIIEnnjjTe82L3zzjturbXWcjvttJNPcaC/iYsvvth3lpQAT5Gdo0ePdr/85S9rvq7sZFkAsqQphMYKZWfO5bizt8bXeH9lTC9jBKMWQ0JaVfo6bB3pc1gWpHSFSmEKiad+IAgJrg4wYrHT15BlpQDK+7Pqy6+sbUjRxhRsRe71MiDxo2sAAAEEidx0002J+6kjueKKK/yrSGT4fVqgRxb3IQuoTp/gfbqsfpcWot4fGrtjtCtRzmeqJ+1OQlurWpx0/eW1dXnLlWmNaVoPIvL8WgCl9akFME8gDP2uIFKgbCCAIEp4thnd+bIQsjuOg1v0uJ41diUtPmkZhoRQW0Ehi5M7fz3u1SkIRq3mII+jcVQtNqGxOUuYZN1DwTH8ktOZSZemzNfjMtLa0+5Qnfah8zYZGayUNw8QgLKBAIIokR21FXBhBbUQIetMuw8Z3qbTFCwXnjUOJzv8pDE8+be04KzjQuexRDF0j1wmadySBdVaFYPR85VKoSe0RR2yJuklp9ADIAbwiwRRYuX0aetCWlEW2tLjY6Q1o92SXNYaK5P7pRha9ZJIsZLnYPGQ2yx0EI01J6gOOtGirh8IZBtb7SbrSO9yqSR5Lh6/1Pu5jjSOR3WjdIhq0iAAKBMIIIgS6jC1uMiOVVtRluXGn0PWoRQ/GdjB29kKpbrIWU60tZjF6kv6O00U+NoyPUG6f0ORp9ralde0xkP1eKq0/KQYyvPISbCli1R+P1K4AYgJCCCIEm3VhFyamlBginYLSjHR19Xn0u5Gfc6sAR66jA5mkeW0UGrXqT4mtHqGHpMMjTGGBDOvxWY9fITaGoBGAwEETSOAlivPEgpCL+0j0RGL9J6UUkD75fiV5VqVZYm0zt5y68p7lMf7IJn/LCkUuiddNz6vnAWHzsvWpLwOuy952SKZlsHrGMpp36T7V55Lfy88CbludwBiAQIIokS69Cz3XGh5pFA5KzBEuhMtN50UEzleqM8n30P3Yo0LchCKdC0SZhRpwlihdhVrUeXrSPct7+NEeflQIN3MOs1Bu0b5pd3DUoBD1iUAjQYCCKJFi5XlwgsJkGXNJY3FWedj0dPjWpaYWtfOcn9W3eX9EWnLHsn662AfKfK8T6c2aKtNPkzICbdlW2i3qX4g0WKM9QBBjEAAQZTISZe1NSjfQ9GiVjqFdqMyofxAeX7LRSpFWVqLMqBGE7LSslpIoXE/Pl7n53GwjLTG9FqJUiDl1GnaHSvrzMdRgJC2VuV3xOXh/gQxAgEEUWJZdEnBGnwMh9pLoZGdO3fofH5eDUImf+vr6iAXKYbyfFL4ZP2021D+Le9VLr1kTfum20Vbq3o8Lsk61uN2fE09ibgV1cltabmX5QMDl7esRABiAAIIokV23NLyIEiwdHSjdN/pJYqsPDntntPRiqGgGN7H5+RV0UMdvRWwI+9RW4x6DNCyOC03LB9jreJgjUGy5adTPGROHy9npC1XtvTkDC/8AELvLOZp7QhAI4EAgihhEeCOOJRvZh0TCn7hY1lA9AoF0oWq3Yu8n+DjtJUXwou1cjvKuvCkzyxaflV6dW5uCy1GModRjrOxkLHAkSBxMjpt5218byxkVJ7qE3I1czvryb1ldKmcRJzdqfLhBIBYgACCprIA+W9tVWiLSW7njliLn7ao+F2LqzXux3+Hyun7kBaZFAh9b9Z5tNtWHmMFoMjy+pVlNQhr6SjdBqG/9cMCADEDAQRRwtYLowM49FiZtVqEDALhfDa2lHisUAsEISMdNaHxNWmVWu5HzomT27lOLLqdZloROX9ekFReox7b5Otoq5avy/fN7ktZL35xu1gTYNNSV3wd+SBhjYPKelrTsQEQCxBAEC3awrI6WIkO4ZduVDkPpUz81pYZvWi9OHm8DPiwrLyQGDJegJVVJd2t1n1JAZS5elxPftfWnA5ckcJqPSTw9fgaVFf58CEtTYkVbauniKPPPD6q3coAxAAEEDQFslNlZIQhl9GWl3R3aqELXUe6AS2rRYuINV5oRV6yFSvds9JilAE82t0prS5pecnrardoaNkkKzhGjy3Kd3mfoQAfq46EXF0eFiCIDQggiBbdWbOLTgoKueYk2j3ISGtPdso6ClJuk+sB6msknZ+QU4Cx4EpLUp6L0cfIdpDlpQszNH4o6y8Fka4hXbFcTucP6uvyfnbbkmUny0oXqDXGqscwAYgBCCCIEu5oZW6bdLNxp647VbnGnRQqdoXysbLjJjjSlMVBCoS2Bi3LiM9B6JUaZIRkyL3IrktdP6ucttqs/D8p8lwHigLl+sn6WuKk6yDdrzKYRp9Dii1fg9sWs8GA2IAAguiQFowOcgkFYhB6LI2PlZacjnDUosFWGAuS5dK0hEOPwekAHr62PF6LnHYn6jaRoi1djqH70fXmttMPDvLBQLadHrPk9tWBN7It+F710kn6fgCIAQggiA7qMHv06NFpjIzdiOR6kwEkchyQ3YMymVu6BGkbHS/Fgc8dEjsdDSmvrce1pEBpa0eKhg4gkXUhksbtLOHT7kZLeGQELLehFjyrbtri1nXmIBd5HH3u2bOn308uamsyAgBiAAIIokSPLXEnnzSGFhIIQrv4pDhKN6lcvUBu1+N+lkUoP1v79bt2RYbqqwXVqoN1bctC1GOI+hidfhJqVz3jjr4WX0PeI6JAQWxAAEGUSNenTGOQlobu3OU26SoNuTt57TvtfpQCpcVPj8Pp6E19LfmZRUzX0XKj6uAfzgOUx1muSzm5tbSS5TgjW8kycEfOKGPlWsq2oBdbflpM+TieQk3mGEIAQWxAAEGUcDCKjC6UQSLc8Urh4o5Wjg3K7bLTJ+QadzKQREdryihReZy2SkNBHlx/nh9TJ9rzeTmyUi5Iy5/pxfvlChfaamWBlNeQ6w5yXThhXkaL0nYSLnpxO9E1OYCF252jb+UDAbmsZTCQDpqh6dVklCsAMYBfJIgWaZmF8tqSkrtZbHTkIp8vKZJT/q3frSR6aRla43saXVb+rY+3rE9Z1ooCDbWj3K9dlyE3r7Z2dT2l0HJZbd1abQBAo4EAgihha0mLDOescTCLNRbF6HQEdqUy0v2nx8GksOoQfmn56fxB7b6U19HjeFqEdd6eLsuTVEsXJc/ewsfpQB9ZR2n9siUnrTtuW5oJJ+Sy5G1URrp8yQKkc9E7ff7www8rU9ARvB+AmMAvEkSJ7ixlUAzBKxnI8SsZri/3yXEz7uTli92I8jwyslGnNfA15Iwy2uKUQkzuwo+FVaVXttD3pl2goQAeQkd1WgE1XI5Ei92fVCd6sZCnRZrydn6IkO5oniuUXKfsZrUiXfVnABoNBBBEiRXgITtoFkArcIPLaiHTQTNyv5ymzHJvastSnoP/1hGRsryur8RyYVpBNLINeJvML9RiJf/mMT9+yTk/pQDr43SAkE6a5/0cWGOdx2pDAGIAAgiigzrKjz76qFPHzKsUcAfMrjuORtSRjwR95tlPCGkZSvjc8vpSIOUq83KcTCd983Y/o4zo7Hv16uW69ejR6fyEjuYM5clpKzfUZrKsdKPS30uWLDHdqnp9QH0NPasLuWHlufl68nsg5OobfB5EgYLYgACC6GCB09aatuAI6aJkMWJ0fp/soGX0pzV+KK9nWXba1ajrKtEBLPIaMorUsnblZzmTjBxzlNt0G/J52S3J+6QYajHTYivPzWOH8mFCj1nKcVV+AOH2ByAmIIAgSqxxMivQRAehSKuK91GnTZYLW4y8X6YLaLemDHLRlqWek1Qex2grigNO5D621KzIUYm8rtymx/3k9djVyWV15KpMI5HzlMp0EXkvfC2eU1RazdL9y/fFgTVUVk9nB0AsQABBlFDABiHdjdSBUjQhi5oMbmEh4P3c6bNLsnfv3p2SvXWeH0+VJi0a6b5jUWFh5TE9Qo8Z8vk0MiKV68znlxabdhfSPS3/T2SndL1K0dYPCWylcV21UPM5ZI6kLM/lOLCF3/UDg3TfWu5Xcv8SeqFeAGIAAgiihDtUaeVIt5y08Pillznidz2uJVMJ5Lm0ZanLa6HThLb7YJP/jLMROrBE/m2dQ1u7lrhyOSsAR7cF34dcJ1G7NKU4y4nJ5dio5XaVbcr79XcHQCxAAEGUcLAFd57cWetoSimCWiDZctGdNlmXelJsPka6PlksZJoBX4dIcp9KgfXu3O7dK4EhMm9PjyvqOjHSDStdjbxPjhFa05PRNnZd0ovagF6cqyfFjfbLFeJ5HE9ai/x9sGXILk+uG6dcUD6g9RACQAxAAEGU6DE0FkM5DRm9yMVGnTTloVFHTNGOBHfEHOUox8904Il034XG2QgtfNpa5Hp50VRWGAmFngpNju3Je9PRoD7wRGzn+urgGW39sViTGFlWnh6bY+tSr3bBDwBcVlqJ/JAg684uanleEkK5FBUAMQABBFGipziTFop8WYvV6vExOfanxUKLkbTAtItVWp4yqlOOF/KxlrWjxxZlWR14ot2YMlhGR2eG3Kny/jnnzwogkteU45fa1akfCHRdrHK8X49/AhADEEAQJRy0wmNPbNkRPC0YuyepkyVLkHP2qOyiRYv8++LFi90qq6zi+vXrVzlezp5CSDegFgXeL3PmuAydgy1GOU7mO/9lyzrdS/cePXydCG05SguQIyelYHA5jmCVYszWrxY+KVRycm9e9FeX5/QGgq1GmXvJrk6y5GRuJd8vBeqwRS4tbr43PhfcoCAmIIAgSqQAcIAL/y0tC44OZWHiZXh4DIo6XhZJPT6nUxnkdmlRSreodhvq5Zl4nzyGxHp5wmK7OuDHR5yKtvBBOv+J3JT1kqIrA3RkGWkRW1aYHPeTdZZzhEoXLj90sPBxm9ECuDLSU7eJdkMDEAMQQBAlPE+ldnXKJGxCLuUjx7XIIqEXWX8sADqaU7sdmdB0X0nRplyOj5fnJQFkm8mKXtVrF+qxPGusUYqvDqIJXUMKqHa9ct6lvEcZEMTLJPHySDK1gtNT9Byh8l6wHiCIEQggiBItcCSI7JojePquf//73ysIlkzE5g6cXaY8KbR0J3LnLCMfGUv4qAxHqRJsbbL16S0l4xyc58flpPUox/fYTcnIMU0Jl6Hrc8SrdI/SPdI2XkVCRomykOm2Y1eojLpl9y8dw9Y0TVVH+/gc9FlagnJtQynyAMQEBBBEjQ560dtlcrWOctSRjjpQxopI1NGY2tKSx+nxLMv1J+ul0yV0VGToXrVFaAXCWHXQAqtTLOS9SXewbDftYuUHAZ77U15XXpOFUaZNwAIEsQEBBFEiLRlpvUjXHm0n1xujIxblBM9sOXLnTlYRo6/DASBsEZL1KfPw5DiidEdyHXi7Pr9e41BaoZbLU7eHdndaeYBcTx0Jy+eU45Ps2tTrAkphZAuQkekn0hJky5ADcnhNQfn9ABAbEEAQJSwWPEYlLRTuuHWwCcHjUDJ5W1pFVlqEDKLROXsyiEOOJfK1pJuwk6UoBFbn1mmrVAbUMFoQZX25HnK8jd2mbJ3J+sixP5m3JwVTRopKK5RzCKWo0sMDW3icUC+DYriO0pUs53YFIBYggCBqtGjw35brTufFaYtQuxctdyMhozIZGTSixUTmzcny+h7k56R3/bespxV0Y1mQsnxoDNEKBNL3qV2bcko0dnXqNpYWpNVuAMQCBBBEiXRZ0otdltypywVYGZ62SwZh8Dk4XcKKguQAkqTkbyrDeX86L5CvIc/fdenSyvV9wI4SVCkSLKDSmu0iBMsHu4igEhnUot2V8gGBy3IAEUd7UttyOToH5SnqsVMeB6UgIzoH5VSyq5OvK9NG2JXK90jH0fEUFEPHkCsUAghiAwIIokRbOdyBc8SjDliR1o4MVpGCoEP/2bUnxwpZJGQUKVsycgFcdpXKuT07nV+tt6dnsrFcoSz6XqyFO1TOzkLHsLjzPesAH5miwONwMhBFW3d8LtruUzb+k+4gk9hJyPQ9EDzXqrx/gsrLayIKFMQIBBBEiY7Q5M6Uow+l1WRZcnKVdu0CZLcdb+PQfy5vTZ1GyMhIGSCi5wb1nb6xMK8WD+k2lPNpWi5UWX+exYZFXVrCWux58msZSBRqZxZ5Hl+Vgs7X1PmF8vuR1jOLLpfBVGggRiCAoGngqbis4BB2C3L0Jn+WHbl0jUp3H7vneEo0Ob4oLUGG8/4YFjEWGnIXfiKmbvOBJCJQhI9hoeXt5KpkVhbi4kW/R49KcAvXUUaySlcq5+xRpCbXnVyS1Ha0nVeBYOuNr8H15zL0YtcnHU/l+TNZeFSersGBRyx81GZ0LRn4wzmD+sEGgEYCAQRREgpckSH/hIxO1OkJUsCkWOpAGIYtHX09K4jFCiqxUhS4jnrWFi0E0jUqIzIl2r3L4ildwvL81rJIvI/dyVKUuZ6yTeUMMnLGGE4V4XNztCjfN7tQZR6hTO4HIAbwiwRRonPuZOfJQsUzwTDStcjH6JQAtkT4PAR39pxKwKIgrUE+L7+ke09acvxZuhu9ZSnKa6S7ki08KYDa9ch1YnHn8UsZkCNndGHLS1rDPM7J5WQKiA744fOzdUfl2PLj8Ua2CPkzBdYQZDFSebaaEQgDYgICCKJEWm7SetOh+NQps0BwOb26AyGPlSIgV4VgZDkWWikSchUIfV7eJvFRl/8RB743QubVEfzuhUsIIK/AIIN0+HjZVlagCR3HifyEtIqlC5UtX35g4ER2bh8WOIaOlatf8NRwbBVKy1AGIwEQExBAECU6306O4+kISiYt30x2xDp4hS04HZnJY4M6+EOKs2XZWdtkWe2ulfekIzS5XjrtQwu8XBlD37Oul74XOeGAdMXqttD3qGe+YcuSI2TlGCCsPxAbEEAQJRxGL5EWCq8PKMfF5Lgfd8Ts/tOdsRzf4pUMaDtZMjxZNpen6b7I1SpD+rW1IwVCW2L+OsaYI1+DI1I5cIfq001N1UbXopUtWJjk5NfsNqXPVHdqO667nNSazs/X4XbitAe2bHUbcZuSFcnHS0HltuPzrbbaav7z/PnzK0E9VJ6+L6wID2IDAgiiRAeOcII7z0HJARzsVuROmODxKpkeQcjpv2T+HHf2HBii0wVIGHiVAznzjLaMpHXXRaVB8PVZ7ORYHn/mQBJ5Lr4fOoNcbUIKoBY72W5cP64DC790hcoHBh4D1FYyu315G48H8tge3we5a+l67CKVwUawAEFsQABBlMg18mTSOQmRHBOUeXvsutNzhxJcjiMTpcBwIjyH/vNxMsiFBUKmLWjrT6++oLEm9JbXYQtMJrLLc+ncRunSZStRW83a4tLH6nw/LiOva1ltUjT53qVlzp+xCC6IGQggiBLZkbOlQchoRbZm5GrjUlDYLcj5a3JmEuka1fl50qJiC5Jdh9yps7Uo98txr+7/ScgnvKtUpA3IHEQWUr42HU+uw09ETiDXjS03dnFygA6V5ynOOEJWC50USrbm+GFAumy5jSiKU1qk5Aam++dgGRkxqq1g6ULlBxZeJQKAmIAAgijhjlV3/rJzZzegDh6Rrk/ZScvxQe7IZXQpufV4qjVpHbHLUXb+sjPn5Hrpbu0mLEAvfCJy0wrC0fvk+b2Y/Cc5ncvJ4B1ecshyrRLsQuaHBdlWMh1CRoXKuVH5HBxhK+vHLmOONJXTunHQEr3T2CDcoCA2IIAgSmQny9aXDGqRrlGZbC2jIHm/7OjZUmJrSbpKyVohMZHJ3zyeRefhcS8KiJHLJWmLiugqOnpfHzGJtrQYCb3kkE4Z8OOc/wlS4eNYADlVQYq9HAOUDxByQnAZVUvbFi1a5MfvOMGd7llOX8bleEYYgq1JugYJoMxHXH311Sv1pXIUwANAbEAAQZTodAa2vqQg6mnLtJuPrRO2qnhKL5ncLS1A6sRZyOgcvC4gCyDBAlyJ1hTjdmyNesvMyOPjVABefYGQdebAHn8dce/e8uve3V9PW2rsApVpCDr3TlrIJPIUSER1ohdbvbSN7oXryVOjsajywwG5knk9QJl/yNYo3RvnC/L3w/WE9QdiAwIIokTnr7FQsXhx5yo7Xx0Mo12JoXJcVq64wCsj8HXYQuO6yc5cJ+l760pYTzpNggVPu0BlAM0K6RJi9hodWKLFX7qBZRSofOmgGe1e1oExVnCOrDPXmx8geLxTWqs6QAeARgMBBFHCHScjZy/hiaDlMkbsnpTTibG1xJ0v7WOrjSfNlrOzyARw6V7Vq6drdydZT+warcwaI6w0f81evSrjZDw9GF+brVudFsHQ+ZcL65CsLK4Lp0/QuT/44INOblG5IgPVjQJZ+J5pP43L8fW4fdl6Y5cnjy9SO0r3p0zt0POv0jmojvQ3W796AnEAYgACCKJEz2bCosAd7KqrrtopMnPx4sW+Yydxoc6WxpykNUNQZ96vX7+KOMqUCWnF8XFS6KTLlDtyFleOGCVR4eWauojVIFhUdQK7tNDoM9W9EkEpokhJeDpWWskLIZ+PxUbm9fHqD/zitmFBp7qRMJHw0TmpzbTFKcVTulJ5ogA5UTcH18g8QxJZug9ehJdzKPv27YsoUBAdEEAQJdotqEP1uXNmVyW/qAPmRG2dDC6DNvQK8HoqNGuSa8utKCMs2crxa/CJ84SSwaWYJkWBektPzH9q5RASbKVKd6x07Uq3pgwQktGa0opjK1k+KEgrW34/8uGBx1OpPD2IyOAlAGICAgiiREdEsrXFgRo8nRePY5GVQQLEqxDwOcga4cAQEsd33313BdcoW1Bykm05PsbBKRztqZPIOfiFp/7yVpThAuUUCxYgOa4p0ylon84jpE9ksckcRhYwrpMUdZ32QfdL9Vu4cGEny4/L8PRvsm35nuSYK7UziRq5WzkvkMrSOak8WdhyKjYOIEIQDIgRCCCIEikG0jKTKQ4EuzJlioEMcpEpCnJ1BHIBspXD81lKC4bdfvTyC9z+Z+xPR29KtEXH+MhKMYMMl+N75Htg16i/rsoD/OQ/rklpwekZYqTbmIWSxxrlChZ8jBQlahOZUsJl5JygdA6OduXtHNnKCe88liknD+C2ojrdc889sARBNEAAQZRwFCG78mSwinT/SQHksoR0ebIVRHAADYkaCxAH0Eg3qxzX8zOzKMEgpADKnDopThXRNaJRWdDYdSnvUS6HJKcVk+5c2T7SEuSybNERHPjDDwkywlWKvrx/2R6c9sCBMFIA2dXJ9yMtRhZAdkW/+eabFUsZgEYDAQTRQZ3l+++/3ykZXa5qIN2NhJyWTCa8S+GU7j5yk3KQB48VUlm5gK5McOe18LRA6KRynYLBeJERFiDXmUWSRUKPBzLSSmNR5/w/fW9yXFKmjOi24fPwKg/yOuy6pIcEuncqx3XkQB9ygdK1KKCG3ad0PEV9ynQRfiigxHh+COH5QgFoNBBAECUytJ6TxPmzzKPTQiGFReaeyWAXHuOT6RA6+IWRwR16m4yclNu1NcXXl8gxOz31mi6rrT5939a1ZB3kyvFcb3kP0jXK1+CyMt3CupYOgpHnlWO00qLUy0UB0CgggCA65JgSf+bpwuSKBSQg5JJjV5wcw5OuUJm+IF9sneixP5kWIWeCYYHSqz7Iadi4bisJgfKWmXLdspUlhYrPwxaabhM9Tsl1JKRIWzmLHASjp3mTEbU8/kjb2Lrk8jyrjs5VlPOxsrDKc/PyVZziQcAFCmIBmamgMK644gq3/vrre/EaMWKEe+qpp6o+F7vauEPmVR14XInnruRcN3JlcpK7tGBkgjvVa6211vLvcq5L6SqVyx5xPhydn4RWTonGnTvlI9I7J4zrpZYIFiF2u3JSugxooWN4jlKZXE7wfnZfymnIGJm6II+n++IFfUmEqM2o7aQIsbhylCqV5anS2O0po1U56panPaPj6Rhyi9K5yX1Nx9J1OYqUF+rlKdUAiAEIICiEm2++2U2YMMGdddZZ7i9/+YsbNmyYGz16tFuwYEFV55NWhI6slG5JPZ2Y/KzH5WR6g44utaZGk1ah3sbHWIn00lKV9ZWBK7KcPp6P0W1htY2VWiC3WRGX8h5C96rb36qDtJ5lxChbgzq3UrpxAYgBuEBBIVx00UVu7Nix7uijj/afr7rqKnfXXXe5a6+91p122mlVnVOOsXGwCufj9enTx1tkZG3IGWF42SKecFoKDlkjVJ5Xl+dpycgqIUuOZzGR7k12eXIAB7v9+Fi5Krp0F8o0hk8/+MB1kCX5n/tZjYSDglD+k7LR+z/jkB8uXOj3e0tWrcRA5fU4JdWbZ7/htpHRoIRc3YEtQzkmx/fCAsiTZXM+pUzyp/OwRaeT9jmgiC1wCo7h2WPYgmbgAgWxAAEENUOd68yZM93pp59e2Uad7KhRo9yMGTNWKE8doOwEyW0mGTBggNt00007rXLAQibRofoSPWG0tLh0kIp2RUoB1BaTZYnx39LS6Srub8JPf+pqYejQoe4TMSaq70vfi75nrpt1D/p4GTQk9+uHCd5nXVcHBumy9KABQAxAAEHN/Otf//JCRMIloc9/+9vfVig/adIkd/bZZ6+wnYWQrIhddtnFNTU01lbQqehBwrXQenr8PVvuWQDqCQQQ1B2yFGm8kPm///s/t/nmm7vBgwc3tF7Rss46rhWhoBmaJBuARgEBBDWz5pprepfX/PnzO22nzwMHDlyhPEdsMjT+9tJLL3kRfP311/34HmishUYPI2V9F2T5kfit06LCDpoHCCCoGQqAGD58uJs+fbo74IAD/DYac6LP48ePTz2exp0+85nP+L+pw4UAxkGZ3wUsPxADEEBQCOTSHDNmjNt2223d9ttv7y655BKfC8ZRoQAAEBsQQFAIBx98sHv77bfdmWee6ebNm+e22WYbP/O/DowBAIBYgACCwiB3ZxaXpwWNCVISPWYJaTz4LkC7sFIHYpEBAAC0IZgKDQAAQFsCAQQAANCWQAABAAC0JRBAAAAAbQkEELTcWoIgnYkTJ66w0vxmm21W2U8rTIwbN86tscYafqaegw46aIWZfgBodiCAoOXWEgTZ2GKLLdxbb71VeT366KOVfSeddJK744473K233uoeeugh9+abb7oDDzywofUFoGiQBgEaDll82223nbv88ssr06jRXJQnnHBC1WsJgnQL8Pbbb3ezZs1aYR+tmbjWWmu5KVOmuK9+9at+G63qQcsy0fJWO+ywQwNqDEDxwAIEUawl6Jf8ybCWICiOV155xU9IveGGG7rDDz/czZ0712+n74MWwpXfCblH11tvPXwnoKWAAIJo1xKkKdVAeVb35MmT/XR1V155pZszZ47beeed/SoN1O40wXm/fv06HYPvBLQamAoNgDZk7733rvy99dZbe0EcMmSIu+WWW1yvXr0aWjcA6gUsQNBUawmCciBr77Of/ax79dVXfbuTa3rhwoWdyuA7Aa0GBBBEs5Ygw2sJjhw5sqF1aycWL17sXnvtNTdo0CD/fXTr1q3TdzJ79mw/RojvBLQScIGChoO1BOvP97//fbfffvt5tyelOFAKClnihx56qF+s9phjjvHfS//+/f2iuBSRS+KHCFDQSkAAQcPBWoL154033vBi98477/iUh5122sk98cQT/m/i4osv9tG4lAC/dOlSn5f5y1/+stHVBqBQkAcIAACgLcEYIAAAgLYEAggAAKAtgQACAABoSyCAAAAA2hIIIAAAgLYEAggAAKAtgQACAABoSyCAAAAA2hIIIAAlctRRR7kDDjig0dUAABhAAAEAALQlEEAAAABtCQQQgBRoeaYLLrjAbbzxxq5Hjx5uvfXWc+edd57f9/zzz7vdd9/dLyK7xhpruGOPPdYvLRRi/fXX96tdSGjy74kTJ1Y+r7TSSu5Xv/qV+/KXv+x69+7thg4d6mbMmOHX6tt1113dKqus4nbccUe/fBFDx9N5fvvb3/pr0IoOhxxyiF/hHQBgAwEEIIXTTz/dnX/++e5HP/qRe+mll9yUKVP8ShW0ZBOtkrD66qu7p59+2t16663uvvvuc+PHj6/5mueee6478sgj3axZs9xmm23mDjvsMPetb33L1+WZZ55xNIe9vg4J4u233+7uvPNO/3rooYd8vQEAAWg1CACAzaJFizp69OjR8etf/3qFfVdffXXH6quv3rF48eLKtrvuuqtj5ZVX7pg3b57/PGbMmI7999+/sn/IkCEdF198cafzDBs2rOOss86qfKb/lmeccUbl84wZM/y2a665prLtv//7vzt69uxZ+UzH9+7d29eXOfnkkztGjBhRYwsA0LrAAgQggZdfftmvh7fHHnuY+4YNG+ZdkswXvvAF7zKlFdRrYeutt678zesibrXVVp22LVmyxC1atKiyjVyfq622WuUzre6+YMGCmuoBQCsDAQQgARrbKxJaZFYvwfnxxx+vUK5bt26dxgRD20hsrWO4jNwPAOgMBBCABDbZZBMvgtOnT19hHwWn/PWvf/Vjgcxjjz3mRW7TTTc1z0crrr/11luVz2TBzZkzp6TaAwCSgAACkEDPnj3dqaee6k455RR3ww03+ECTJ554wl1zzTXu8MMP9/vHjBnjXnjhBffAAw+4E044wR1xxBEVt6WGIkYpUvORRx7xEaR0bJcuXep+XwAA57o2ugIAxA5Ff3bt2tWdeeaZ7s033/Rja8cdd5xPUbj33nvdd7/7Xbfddtv5zwcddJC76KKLgueiKE6y+CjFgVIVKNoTFiAAjWElioRp0LUBAACAhgEXKAAAgLYEAggAAKAtgQACAABoSyCAAAAA2hIIIAAAgLYEAggAAKAtgQACAABoSyCAAAAA2hIIIAAAgLYEAggAAKAtgQACAABw7cj/CzGi3Ob+D9zfAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xstart = x1dref_default['apertures'][0]['xstart']\n", + "xstop = x1dref_default['apertures'][0]['xstop']\n", + "ap_height = np.shape(l3_s2d.data)[0] # no ystart/ystop provided, so the aperture extends the full height\n", + "ap_width = xstop - xstart + 1\n", + "x1d_rect = Rectangle(xy=(xstart, 0), width=ap_width, height=ap_height, angle=0., edgecolor='red',\n", + " facecolor='None', ls='-', lw=1.5)\n", + "\n", + "fig, ax = plt.subplots(figsize=[2, 8])\n", + "im2d = ax.imshow(l3_s2d.data, origin='lower', aspect='auto', cmap='gist_gray')\n", + "ax.add_patch(x1d_rect)\n", + "ax.set_xlabel('column')\n", + "ax.set_ylabel('row')\n", + "ax.set_title('SN2021aefx - Level 3 resampled 2D spectral image')\n", + "fig.colorbar(im2d)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "7bc74010-0d59-4d0d-a08a-e9997350b8b7", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "1fd784d9", + "metadata": {}, + "source": [ + "## Example 1: Changing the extraction aperture width\n", + "\n", + "In this example, we demonstrate how to change the extraction width from the default 8 pixels to 12 pixels while keeping the aperture centred on the trace. \n", + "\n", + "Here, we modify the values programmatically, having previously read in the default settings from the spectral extraction reference file. In practice, the values can also be simply edited in the reference file using a text editor. **Note: because the default ``extract_1d`` parameter file does not have ``use_source_posn`` set, the ``extract_1d`` step assumes that it is set to None and will activate the source finder for point sources. To explicitly fix the extraction region programmatically, we must set ``use_source_posn`` = False.**" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "06dc8eb5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "New xstart, xstop values = 25, 36\n" + ] + } + ], + "source": [ + "xstart2 = xstart - 2\n", + "xstop2 = xstop + 2\n", + "print('New xstart, xstop values = {0}, {1}'.format(xstart2, xstop2))\n", + "\n", + "# Replace default values\n", + "with open(json_ref_default) as json_ref:\n", + " x1dref_default = json.load(json_ref)\n", + " x1dref_ex1 = x1dref_default.copy()\n", + " x1dref_ex1['apertures'][0]['use_source_posn'] = False\n", + " x1dref_ex1['apertures'][0]['xstart'] = xstart2\n", + " x1dref_ex1['apertures'][0]['xstop'] = xstop2\n", + "\n", + "# Save new reference file\n", + "with open('x1d_reffile_example1.json', 'w') as jsrefout:\n", + " json.dump(x1dref_ex1, jsrefout, indent=4)" + ] + }, + { + "cell_type": "markdown", + "id": "bb41d374-ebb4-4e84-bfb4-286859da8d52", + "metadata": {}, + "source": [ + "We now overplot the two apertures (default vs. custom) on the Level 3 spectral image." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "5bc85413", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/1169779306.py:19: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig4.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ap_width2 = xstop2 - xstart2 + 1\n", + "x1d_rect1 = Rectangle(xy=(xstart, 0), width=ap_width, height=ap_height, angle=0., edgecolor='red',\n", + " facecolor='None', ls='-', lw=1, label='8-px aperture (default)')\n", + "\n", + "x1d_rect2 = Rectangle(xy=(xstart2, 0), width=ap_width2, height=ap_height, angle=0., edgecolor='cyan',\n", + " facecolor='None', ls='-', lw=1, label='12-px aperture')\n", + "\n", + "fig4, ax4 = plt.subplots(figsize=[2, 8])\n", + "im2d = ax4.imshow(l3_s2d.data, origin='lower', aspect='auto', cmap='gist_gray')\n", + "# ax4.add_collection(aps_collection)\n", + "ax4.add_patch(x1d_rect1)\n", + "ax4.add_patch(x1d_rect2)\n", + "\n", + "ax4.set_xlabel('column')\n", + "ax4.set_ylabel('row')\n", + "ax4.set_title('Example 1: Default vs modified extraction aperture')\n", + "ax4.legend(loc='lower center')\n", + "fig4.colorbar(im2d)\n", + "fig4.show()" + ] + }, + { + "cell_type": "markdown", + "id": "87efcb9f", + "metadata": {}, + "source": [ + "Next, we run the spectral extraction step using this modified reference file. **Note: when a step is run individually, the file name suffix is different from when the Spec3Pipeline is run in its entirety.** The extracted spectrum will now have ``extract1dstep.fits`` in the filename. \n", + "\n", + "To use the new modified reference file and customize the output filename for specificity, we pass two custom parameters to the step call:\n", + "\n", + "* ``output_file``: the custom output filename for this example (including an output filename renders the ``save_results`` parameter obsolete)\n", + "* ``override_extract1d``: (relative or absolute) path to the modified reference file we created above" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "7304f758", + "metadata": { + "scrolled": true, + "tags": [ + "scroll-output" + ] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-12-17 13:31:16,643 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2025-12-17 13:31:16,682 - stpipe.step - INFO - Step Extract1dStep running with args (,).\n", + "2025-12-17 13:31:16,684 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + " pre_hooks: []\n", + " post_hooks: []\n", + " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example1\n", + " output_dir: data/\n", + " output_ext: .fits\n", + " output_use_model: False\n", + " output_use_index: True\n", + " save_results: False\n", + " skip: False\n", + " suffix: None\n", + " search_output_file: True\n", + " input_dir: ''\n", + " subtract_background: None\n", + " apply_apcorr: True\n", + " extraction_type: box\n", + " use_source_posn: None\n", + " position_offset: 0.0\n", + " model_nod_pair: True\n", + " optimize_psf_location: True\n", + " smoothing_length: None\n", + " bkg_fit: None\n", + " bkg_order: None\n", + " log_increment: 50\n", + " save_profile: False\n", + " save_scene_model: False\n", + " save_residual_image: False\n", + " center_xy: None\n", + " ifu_autocen: False\n", + " bkg_sigma_clip: 3.0\n", + " ifu_rfcorr: True\n", + " ifu_set_srctype: None\n", + " ifu_rscale: None\n", + " ifu_covar_scale: 1.0\n", + " soss_atoca: True\n", + " soss_threshold: 0.01\n", + " soss_n_os: 2\n", + " soss_wave_grid_in: None\n", + " soss_wave_grid_out: None\n", + " soss_estimate: None\n", + " soss_rtol: 0.0001\n", + " soss_max_grid_size: 20000\n", + " soss_tikfac: None\n", + " soss_width: 40.0\n", + " soss_bad_pix: masking\n", + " soss_modelname: None\n", + " soss_order_3: True\n", + "2025-12-17 13:31:16,690 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json\n", + "2025-12-17 13:31:16,698 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2025-12-17 13:31:16,706 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2025-12-17 13:31:16,757 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2025-12-17 13:31:16,757 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2025-12-17 13:31:16,759 - jwst.extract_1d.extract - INFO - Aperture start/stop: 25.00 -> 36.00 (inclusive)\n", + "2025-12-17 13:31:16,761 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2025-12-17 13:31:16,777 - jwst.extract_1d.spec_wcs - WARNING - Wavelengths are not strictly monotonic, inverse transform is not set\n", + "2025-12-17 13:31:16,926 - CRDS - INFO - Calibration SW Found: jwst 1.20.2 (/Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/jwst-1.20.2.dist-info)\n", + "2025-12-17 13:31:17,019 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2025-12-17 13:31:17,110 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example1_extract1dstep.fits\n", + "2025-12-17 13:31:17,110 - stpipe.step - INFO - Step Extract1dStep done\n", + "2025-12-17 13:31:17,111 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + ] + } + ], + "source": [ + "sp3_ex1 = Extract1dStep.call(l3_s2d, output_dir='data/', \n", + " output_file='lrs_slit_extract_example1', override_extract1d='x1d_reffile_example1.json')" + ] + }, + { + "cell_type": "markdown", + "id": "e2f69145-dae3-441b-a4d1-00ee51cec2c0", + "metadata": {}, + "source": [ + "We now plot the spectrum from the modified extration against the default spectrum. Recall that the spectral extraction includes an aperture correction that accounts for the flux loss outside of the aperture, and so the spectra should be largely identical in flux level throughout. Minor differences can be apparent at longer wavelengths as the aperture correction is less well-calibrated in this low SNR region. " + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "91ebfc64", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/3136163026.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig5.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig5, ax5 = plt.subplots(figsize=[12, 4])\n", + "ax5.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='8-px aperture')\n", + "ax5.plot(sp3_ex1.spec[0].spec_table['WAVELENGTH'], sp3_ex1.spec[0].spec_table['FLUX'], label='12-px aperture')\n", + "ax5.set_xlabel('wavelength (μm)')\n", + "ax5.set_ylabel('flux (Jy)')\n", + "ax5.set_title('Example 1: Difference aperture sizes')\n", + "ax5.set_xlim(5., 14.)\n", + "ax5.legend()\n", + "fig5.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c93a0a30-ef2b-4df2-a1e8-1491aa926e69", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "f28a4f8e", + "metadata": {}, + "source": [ + "## Example 2: Changing the extraction aperture location\n", + "\n", + "In this example, we demonstrate how to adjust the location of the spectral extraction region. A good use case for this is extracting the spectrum from one of the Level 2 nodded exposures. We will take the ``s2d`` output from the Spec2Pipeline and extract the spectrum. \n", + "\n", + "For the first nodded exposure, the spectral trace is centered at column 13 (0-indexed). There are two ways we can adjust the aperture location. First, we can manually adjust the ``xstart`` and ``xstop`` values to account for the actual location of the spectral trace." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "8a8cf793", + "metadata": {}, + "outputs": [], + "source": [ + "l2_s2d = datamodels.open(l2_s2d_file)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "55c81453", + "metadata": {}, + "outputs": [], + "source": [ + "xstart3 = 9\n", + "xstop3 = 16\n", + "\n", + "with open(json_ref_default) as json_ref:\n", + " x1dref_default = json.load(json_ref)\n", + " x1dref_ex2 = x1dref_default.copy()\n", + " x1dref_ex2['apertures'][0]['use_source_posn'] = False\n", + " x1dref_ex2['apertures'][0]['xstart'] = xstart3\n", + " x1dref_ex2['apertures'][0]['xstop'] = xstop3\n", + "\n", + "with open('x1d_reffile_example2a.json', 'w') as jsrefout:\n", + " json.dump(x1dref_ex2, jsrefout, indent=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "fe340506", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/165406601.py:13: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig6.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ap_width3 = xstop3 - xstart3 + 1\n", + "x1d_rect3 = Rectangle(xy=(xstart3, 0), width=ap_width3, height=ap_height, angle=0., edgecolor='red',\n", + " facecolor='None', ls='-', lw=1, label='8-px aperture at nod 1 location')\n", + "\n", + "fig6, ax6 = plt.subplots(figsize=[2, 8])\n", + "im2d = ax6.imshow(l2_s2d.data, origin='lower', aspect='auto', cmap='gist_gray')\n", + "ax6.add_patch(x1d_rect3)\n", + "ax6.set_xlabel('column')\n", + "ax6.set_ylabel('row')\n", + "ax6.set_title('Example 2a: Different aperture location')\n", + "ax6.legend(loc=3)\n", + "fig6.colorbar(im2d)\n", + "fig6.show()" + ] + }, + { + "cell_type": "markdown", + "id": "6694ba0f-be1d-4a2a-9348-aed0863d0f4d", + "metadata": {}, + "source": [ + "As before, we pass the modified reference file to the ``extract_1d`` step call." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "3b0b287b", + "metadata": { + "scrolled": true, + "tags": [ + "scroll-output" + ] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-12-17 13:31:17,380 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2025-12-17 13:31:17,421 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d.fits',).\n", + "2025-12-17 13:31:17,423 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + " pre_hooks: []\n", + " post_hooks: []\n", + " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example2a\n", + " output_dir: data/\n", + " output_ext: .fits\n", + " output_use_model: False\n", + " output_use_index: True\n", + " save_results: False\n", + " skip: False\n", + " suffix: None\n", + " search_output_file: True\n", + " input_dir: ''\n", + " subtract_background: None\n", + " apply_apcorr: True\n", + " extraction_type: box\n", + " use_source_posn: None\n", + " position_offset: 0.0\n", + " model_nod_pair: True\n", + " optimize_psf_location: True\n", + " smoothing_length: None\n", + " bkg_fit: None\n", + " bkg_order: None\n", + " log_increment: 50\n", + " save_profile: False\n", + " save_scene_model: False\n", + " save_residual_image: False\n", + " center_xy: None\n", + " ifu_autocen: False\n", + " bkg_sigma_clip: 3.0\n", + " ifu_rfcorr: True\n", + " ifu_set_srctype: None\n", + " ifu_rscale: None\n", + " ifu_covar_scale: 1.0\n", + " soss_atoca: True\n", + " soss_threshold: 0.01\n", + " soss_n_os: 2\n", + " soss_wave_grid_in: None\n", + " soss_wave_grid_out: None\n", + " soss_estimate: None\n", + " soss_rtol: 0.0001\n", + " soss_max_grid_size: 20000\n", + " soss_tikfac: None\n", + " soss_width: 40.0\n", + " soss_bad_pix: masking\n", + " soss_modelname: None\n", + " soss_order_3: True\n", + "2025-12-17 13:31:17,470 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json\n", + "2025-12-17 13:31:17,506 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2025-12-17 13:31:17,511 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2025-12-17 13:31:17,542 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2025-12-17 13:31:17,543 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2025-12-17 13:31:17,544 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", + "2025-12-17 13:31:17,545 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2025-12-17 13:31:17,709 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2025-12-17 13:31:17,769 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example2a_extract1dstep.fits\n", + "2025-12-17 13:31:17,769 - stpipe.step - INFO - Step Extract1dStep done\n", + "2025-12-17 13:31:17,770 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + ] + } + ], + "source": [ + "sp2_ex2a = Extract1dStep.call(l2_s2d_file, output_dir='data/', output_file='lrs_slit_extract_example2a',\n", + " override_extract1d='x1d_reffile_example2a.json')" + ] + }, + { + "cell_type": "markdown", + "id": "32eaa24e", + "metadata": {}, + "source": [ + "Let's again plot the output against the default extracted product. We expect this single-nod spectrum to be noisier but not significantly different from the combined product. The spectrum may have more bad pixels that manifest as spikes or dips in the spectrum. Deviations at long wavelengths stem from imperfections in the photometric calibration in that region; the standard stars used for calibration have low SNR at the longest wavelengths. Moreover, the flux calibration of the MIRI LRS instrument is currently based off of Level 3 nod-combined spectra and therefore does not readily account for possible spatial variations in the sensitivity across the detector." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "ce8eccfb", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/4204974081.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig7.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig7, ax7 = plt.subplots(figsize=[12, 4])\n", + "ax7.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='default location (nods combined)')\n", + "ax7.plot(sp2_ex2a.spec[0].spec_table['WAVELENGTH'], sp2_ex2a.spec[0].spec_table['FLUX'], label='nod 1 location (single nod)')\n", + "ax7.set_xlabel('wavelength (μm)')\n", + "ax7.set_ylabel('flux (Jy)')\n", + "ax7.set_title('Example 2a: Different aperture locations')\n", + "ax7.set_xlim(5., 14.)\n", + "ax7.legend()\n", + "fig7.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8bceb778-decf-47a4-9a7d-da9496c42969", + "metadata": {}, + "source": [ + "Alternatively, we can set ``use_source_posn`` to True and let the pipeline determine the location of the aperture based on the pointing information stored in the file header. As long as the target acquisition executed nominally, the header information will reliably account for the offset between the nod positions, allowing the ``extract_1d`` step to shift the aperture appropriately. \n", + "\n", + "Because we care primarily about the width of the extraction region (8 pixels in this case), we can set the ``extract_width`` parameter to 8, which will automatically establish an 8-pixel-wide boxcar aperture centered on the precise pixel location of the source spectral trace determined by the ``extract_1d`` routine." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "e3e1d69d-f1e2-47f6-8c0d-5ce280c2a677", + "metadata": {}, + "outputs": [], + "source": [ + "with open(json_ref_default) as json_ref:\n", + " x1dref_default = json.load(json_ref)\n", + " x1dref_ex2 = x1dref_default.copy()\n", + " x1dref_ex2['apertures'][0]['use_source_posn'] = True\n", + " x1dref_ex2['apertures'][0]['extract_width'] = 8\n", + "\n", + "with open('x1d_reffile_example2b.json', 'w') as jsrefout:\n", + " json.dump(x1dref_ex2, jsrefout, indent=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "af8819cd-07c7-48ff-b33e-3a91ad054957", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-12-17 13:31:17,892 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2025-12-17 13:31:17,939 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d.fits',).\n", + "2025-12-17 13:31:17,942 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + " pre_hooks: []\n", + " post_hooks: []\n", + " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example2b\n", + " output_dir: data/\n", + " output_ext: .fits\n", + " output_use_model: False\n", + " output_use_index: True\n", + " save_results: False\n", + " skip: False\n", + " suffix: None\n", + " search_output_file: True\n", + " input_dir: ''\n", + " subtract_background: None\n", + " apply_apcorr: True\n", + " extraction_type: box\n", + " use_source_posn: None\n", + " position_offset: 0.0\n", + " model_nod_pair: True\n", + " optimize_psf_location: True\n", + " smoothing_length: None\n", + " bkg_fit: None\n", + " bkg_order: None\n", + " log_increment: 50\n", + " save_profile: False\n", + " save_scene_model: False\n", + " save_residual_image: False\n", + " center_xy: None\n", + " ifu_autocen: False\n", + " bkg_sigma_clip: 3.0\n", + " ifu_rfcorr: True\n", + " ifu_set_srctype: None\n", + " ifu_rscale: None\n", + " ifu_covar_scale: 1.0\n", + " soss_atoca: True\n", + " soss_threshold: 0.01\n", + " soss_n_os: 2\n", + " soss_wave_grid_in: None\n", + " soss_wave_grid_out: None\n", + " soss_estimate: None\n", + " soss_rtol: 0.0001\n", + " soss_max_grid_size: 20000\n", + " soss_tikfac: None\n", + " soss_width: 40.0\n", + " soss_bad_pix: masking\n", + " soss_modelname: None\n", + " soss_order_3: True\n", + "2025-12-17 13:31:17,990 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json\n", + "2025-12-17 13:31:17,994 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2025-12-17 13:31:17,999 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2025-12-17 13:31:18,031 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2025-12-17 13:31:18,032 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2025-12-17 13:31:18,034 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", + "2025-12-17 13:31:18,040 - jwst.extract_1d.extract - INFO - Computed source location is 13.81, at pixel 193, wavelength 10.80\n", + "2025-12-17 13:31:18,041 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", + "2025-12-17 13:31:18,042 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is -16.69 pixels\n", + "2025-12-17 13:31:18,043 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from trace: 10.31 -> 17.31 (inclusive)\n", + "2025-12-17 13:31:18,044 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2025-12-17 13:31:18,207 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2025-12-17 13:31:18,263 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example2b_extract1dstep.fits\n", + "2025-12-17 13:31:18,263 - stpipe.step - INFO - Step Extract1dStep done\n", + "2025-12-17 13:31:18,263 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + ] + } + ], + "source": [ + "sp2_ex2b = Extract1dStep.call(l2_s2d_file, output_dir='data/', output_file='lrs_slit_extract_example2b',\n", + " override_extract1d='x1d_reffile_example2b.json')" + ] + }, + { + "cell_type": "markdown", + "id": "50e225ca-4274-4bc4-97c9-05d858157231", + "metadata": {}, + "source": [ + "Let's retrieve the aperture boundary locations determined by the spectral extraction. Note that the boundary information stored in the metadata is (usually) 1-indexed, unlike the 0-indexed convention used in the ``extract_1d`` reference file." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "be26c2c0-1a22-4f87-9c3b-6d3caa316778", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "xstart, xstop values (1-indexed) = 11.313, 18.313\n" + ] + } + ], + "source": [ + "xstart4, xstop4 = sp2_ex2b.spec[0].extraction_xstart, sp2_ex2b.spec[0].extraction_xstop\n", + "print('xstart, xstop values (1-indexed) = {0:.3f}, {1:.3f}'.format(xstart4, xstop4))" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "3cd62fb6-447c-4b3b-bd54-89d5b827129b", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/369118674.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig7.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig7, ax7 = plt.subplots(figsize=[12, 4])\n", + "ax7.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='default location (nods combined)')\n", + "ax7.plot(sp2_ex2b.spec[0].spec_table['WAVELENGTH'], sp2_ex2b.spec[0].spec_table['FLUX'], label='nod 1 location (single nod, use_source_posn=True)')\n", + "ax7.set_xlabel('wavelength (μm)')\n", + "ax7.set_ylabel('flux (Jy)')\n", + "ax7.set_title('Example 2b: Different aperture locations')\n", + "ax7.set_xlim(5., 14.)\n", + "ax7.legend()\n", + "fig7.show()" + ] + }, + { + "cell_type": "markdown", + "id": "10bb9a7f-4187-42b3-bc26-ee796ff6afcc", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "39492ab3", + "metadata": {}, + "source": [ + "## Example 3: Extraction with background subtraction\n", + "\n", + "For LRS slit observations, the default background subtraction strategy is performed in the ``background`` step in Spec2Pipeline; the 2 nodded exposures are mutually subtracted, resulting in a pair of ``s2d`` files each containing a background-subtracted 2D spectral image with a positive and a negative trace. This approach is optimized for point sources, and the current flux calibration of the JWST pipeline is benchmarked to yield the correct flux level when using this method.\n", + "\n", + "For non-standard cases, however, it may be desirable to skip the mutual nodded exposure subtraction step and instead subtract the background directly from the spectral image as part of the spectral extraction in ``extract_1d``. For example, LRS observations of extended sources or scenes with multiple sources within the slit (e.g., binary stars) are not well-suited for the default background subtraction step and require extra care to isolate the signal from the desired target. \n", + "\n", + "In the ``extract_1d`` reference file, we can pass specific parameters for the background subtraction. The most important consideration is the background region from which the background flux level will be modeled. Care should be taken to ensure that the background region avoids astrophysical signal from sources within the slit, while simultaneously being extensive enough to provide a reliable representation of the background level. \n", + "\n", + "For this example, we will use the Level 2 ``s2d`` spectral image produced without nod subtraction: ``l2_s2d_file_nobsub``. Let us examine the flux distribution in the cross-dispersion direction for a select number of rows.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "b4ea99ea", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/654790159.py:13: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig8.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "l2_s2d_nobsub = datamodels.open(l2_s2d_file_nobsub)\n", + "\n", + "rows = [140, 200, 325]\n", + "fig8, ax8 = plt.subplots(figsize=[8, 4])\n", + "ncols = np.shape(l2_s2d_nobsub.data)[1]\n", + "pltx = np.arange(ncols)\n", + "for rr in rows:\n", + " label = 'row {}'.format(rr)\n", + " ax8.plot(pltx, l2_s2d_nobsub.data[rr, :], label=label)\n", + "ax8.set_xlabel('column')\n", + "ax8.set_ylabel('flux density (MJy/sr)')\n", + "ax8.legend()\n", + "fig8.show()" + ] + }, + { + "cell_type": "markdown", + "id": "3dd6c51c-e596-4f34-a9ca-67d12170cbec", + "metadata": {}, + "source": [ + "From the plot, it is evident that the background level is not uniform in the cross-dispersion direction across the spectral image, particularly at long wavelengths (i.e., lower row numbers), where it rises from left to right. To estimate the backgound level in the region of the spectral trace, let's establish two background regions on either side of the source. The location of peak flux is located around columns 13-14, so we will take columns 1-6 and 21-26 (inclusive) as the background regions. \n", + "\n", + "Let's visualize the background regions." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "a0344b30-c200-491b-8b48-7a39d310be39", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2399789769.py:14: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig8.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig8, ax8 = plt.subplots(figsize=[8, 4])\n", + "ncols = np.shape(l2_s2d_nobsub.data)[1]\n", + "pltx = np.arange(ncols)\n", + "for rr in rows:\n", + " label = 'row {}'.format(rr)\n", + " ax8.plot(pltx, l2_s2d_nobsub.data[rr, :], label=label)\n", + "ax8.axvline(x=1, ymin=0, ymax=1, ls='--', lw=1., color='coral', label='background regions')\n", + "ax8.axvline(x=6, ymin=0, ymax=1, ls='--', lw=1., color='coral')\n", + "ax8.axvline(x=21, ymin=0, ymax=1, ls='--', lw=1., color='coral')\n", + "ax8.axvline(x=26, ymin=0, ymax=1, ls='--', lw=1., color='coral')\n", + "ax8.set_xlabel('column')\n", + "ax8.set_ylabel('flux density (MJy/sr)')\n", + "ax8.legend()\n", + "fig8.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a1df45c8-8884-4db8-aca7-43185db90869", + "metadata": {}, + "source": [ + "Having chosen the desired background region, we use the ``bkg_coeff`` parameter to pass our selection to the ``extract_1d`` step. It is important to note that the pixel coordinate convention in ``bkg_coeff`` is somewhat different than for ``xstart`` and ``xstop``. For typical use cases, ``xstart`` and ``xstop`` are integers, which correspond to the whole pixels on the detector, i.e., the aperture boundary extends from the left edge of the ``xstart`` pixel to the right edge of the ``xstop`` pixel. In contrast, ``bkg_coeff`` assumes exact pixel coordinates, where a whole number pixel value cooresponds to the geometric center of that pixel on the detector. Therefore, in order to include the full pixels within the two column ranges defined above, we must use the pixel boundary coordinates 0.5, 6.5, 20.5, and 26.5. \n", + "\n", + "The ``bkg_coeff`` parameter consists of a list of lists, where each list in the collection is a set of coefficients for a polynomial boundary along the vertical axis. Here, because we are using simple vertical lines as boundaries, each list consists of just a single number, corresponding to a pixel location. \n", + "\n", + "The ``bkg_fit`` parameter instructs the pipeline on the method of background modeling per row. The possible choices are 'mean', 'median', and 'poly'. Given that the background flux distribution is quasilinear, we will choose 'poly'. If 'poly' is chosen, the user must also define the order of the polynomial via the ``bkg_order`` parameter; in this case, we set it to 1, for a linear fit." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "1238d6c9", + "metadata": {}, + "outputs": [], + "source": [ + "with open(json_ref_default) as json_ref:\n", + " x1dref_default = json.load(json_ref)\n", + " x1dref_ex3 = x1dref_default.copy()\n", + " x1dref_ex3['apertures'][0]['use_source_posn'] = False\n", + " x1dref_ex3['apertures'][0]['xstart'] = xstart3\n", + " x1dref_ex3['apertures'][0]['xstop'] = xstop3\n", + " x1dref_ex3['apertures'][0]['bkg_coeff'] = [[0.5], [6.5], [20.5], [26.5]]\n", + " x1dref_ex3['apertures'][0]['bkg_fit'] = 'poly'\n", + " x1dref_ex3['apertures'][0]['bkg_order'] = 1\n", + "\n", + "with open('x1d_reffile_example3a.json', 'w') as jsrefout:\n", + " json.dump(x1dref_ex3, jsrefout, indent=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "ac0d2746", + "metadata": { + "scrolled": true, + "tags": [ + "scroll-output" + ] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-12-17 13:31:18,574 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2025-12-17 13:31:18,623 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d_nobsub.fits',).\n", + "2025-12-17 13:31:18,626 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + " pre_hooks: []\n", + " post_hooks: []\n", + " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example3a\n", + " output_dir: data/\n", + " output_ext: .fits\n", + " output_use_model: False\n", + " output_use_index: True\n", + " save_results: False\n", + " skip: False\n", + " suffix: None\n", + " search_output_file: True\n", + " input_dir: ''\n", + " subtract_background: None\n", + " apply_apcorr: True\n", + " extraction_type: box\n", + " use_source_posn: None\n", + " position_offset: 0.0\n", + " model_nod_pair: True\n", + " optimize_psf_location: True\n", + " smoothing_length: None\n", + " bkg_fit: None\n", + " bkg_order: None\n", + " log_increment: 50\n", + " save_profile: False\n", + " save_scene_model: False\n", + " save_residual_image: False\n", + " center_xy: None\n", + " ifu_autocen: False\n", + " bkg_sigma_clip: 3.0\n", + " ifu_rfcorr: True\n", + " ifu_set_srctype: None\n", + " ifu_rscale: None\n", + " ifu_covar_scale: 1.0\n", + " soss_atoca: True\n", + " soss_threshold: 0.01\n", + " soss_n_os: 2\n", + " soss_wave_grid_in: None\n", + " soss_wave_grid_out: None\n", + " soss_estimate: None\n", + " soss_rtol: 0.0001\n", + " soss_max_grid_size: 20000\n", + " soss_tikfac: None\n", + " soss_width: 40.0\n", + " soss_bad_pix: masking\n", + " soss_modelname: None\n", + " soss_order_3: True\n", + "2025-12-17 13:31:18,673 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json\n", + "2025-12-17 13:31:18,678 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2025-12-17 13:31:18,682 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2025-12-17 13:31:18,715 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2025-12-17 13:31:18,715 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2025-12-17 13:31:18,716 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", + "2025-12-17 13:31:18,718 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 1.00 -> 6.00 (inclusive)\n", + "2025-12-17 13:31:18,719 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 21.00 -> 26.00 (inclusive)\n", + "2025-12-17 13:31:18,721 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2025-12-17 13:31:18,895 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2025-12-17 13:31:18,951 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example3a_extract1dstep.fits\n", + "2025-12-17 13:31:18,952 - stpipe.step - INFO - Step Extract1dStep done\n", + "2025-12-17 13:31:18,952 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + ] + } + ], + "source": [ + "sp2_ex3a = Extract1dStep.call(l2_s2d_file_nobsub, output_dir='data/', output_file='lrs_slit_extract_example3a',\n", + " override_extract1d='x1d_reffile_example3a.json')" + ] + }, + { + "cell_type": "markdown", + "id": "45b69d9b", + "metadata": {}, + "source": [ + "When the ``extract_1d`` step performs a background subtraction, the background spectrum is part of the output product, so we can check what was subtracted. In the plot below, we compare the spectrum extracted using in-scene background subtraction of the Level 2 spectral image without pipeline nod subtraction to the one we previously derived from the nod-subtracted image (with no additional background removal)." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "7210c9ac", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/3640758313.py:12: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig9.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig9, ax9 = plt.subplots(nrows=2, ncols=1, figsize=[12, 4])\n", + "ax9[0].plot(sp2_ex2a.spec[0].spec_table['WAVELENGTH'], sp2_ex2a.spec[0].spec_table['FLUX'], label='nod 1 spectrum - pipeline nod subtraction')\n", + "ax9[0].plot(sp2_ex3a.spec[0].spec_table['WAVELENGTH'], sp2_ex3a.spec[0].spec_table['FLUX'], label='nod 1 spectrum - with in-scene bkg sub')\n", + "ax9[1].plot(sp2_ex3a.spec[0].spec_table['WAVELENGTH'], sp2_ex3a.spec[0].spec_table['BACKGROUND'])\n", + "ax9[1].set_xlabel('wavelength (μm)')\n", + "ax9[0].set_ylabel('flux (Jy)')\n", + "ax9[1].set_ylabel('background (MJy/sr)')\n", + "ax9[0].set_title('Example 3a: Extraction with background subtraction')\n", + "ax9[0].set_xlim(5., 14.)\n", + "ax9[1].set_xlim(5., 14.)\n", + "ax9[0].legend()\n", + "fig9.show()" + ] + }, + { + "cell_type": "markdown", + "id": "5d360c6c-e4d1-45fa-9121-01cb9af6deff", + "metadata": {}, + "source": [ + "The two spectra are largely comparable. It is important to recall that the current photometric calibration of the LRS slit is based on nod-subtracted Level 3 products. At the longest wavelengths, where the PSF of the spectral trace broadens considerably, there is nonnegligible overlap between the two nodded spectral profiles. In other words, when carrying out the nod subtraction, some fraction of the target flux in Nod 2 is removed from the Nod 1 spectrum, and vice versa. The aperture correction accounts for this during standard pipeline processing. However, when producing custom spectra from ``s2d`` files without nod subtraction, there will be some bias in the overall flux level of the extracted spectra due to the discrepant processing workflows. Users that require accurate absolute flux measurements should therefore recalibrate the flux levels by extracting the spectra of standard stars using an analogous methodology and comparing them to stellar model spectra.\n", + "\n", + "From the figure, we can see that the background level rises steeply at long wavelengths, consistent with our earlier inspection of the spectral image. We also note some significant jitter at long wavelengths, likely due to bad pixels and generally poorer SNR. It may be helpful to smooth the background model to lessen the impact of these pixel-to-pixel variations while preserving the overall trend with wavelength. This can be accomplished by using the ``smoothing_length`` parameter, which provides the width of the boxcar kernel used for smoothing the background regions along the dispersion direction; the parameter must be an odd integer." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "95c6e2c4-40c5-464f-858e-d4a0c5d2f8df", + "metadata": {}, + "outputs": [], + "source": [ + "with open(json_ref_default) as json_ref:\n", + " x1dref_default = json.load(json_ref)\n", + " x1dref_ex3 = x1dref_default.copy()\n", + " x1dref_ex3['apertures'][0]['use_source_posn'] = False\n", + " x1dref_ex3['apertures'][0]['xstart'] = xstart3\n", + " x1dref_ex3['apertures'][0]['xstop'] = xstop3\n", + " x1dref_ex3['apertures'][0]['bkg_coeff'] = [[0.5], [6.5], [20.5], [26.5]]\n", + " x1dref_ex3['apertures'][0]['bkg_fit'] = 'poly'\n", + " x1dref_ex3['apertures'][0]['bkg_order'] = 1\n", + " x1dref_ex3['apertures'][0]['smoothing_length'] = 21\n", + "\n", + "with open('x1d_reffile_example3b.json', 'w') as jsrefout:\n", + " json.dump(x1dref_ex3, jsrefout, indent=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "d72b29e1-ba51-4755-9ce2-39dbd0e0dff9", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-12-17 13:31:19,094 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2025-12-17 13:31:19,140 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d_nobsub.fits',).\n", + "2025-12-17 13:31:19,142 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + " pre_hooks: []\n", + " post_hooks: []\n", + " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example3b\n", + " output_dir: data/\n", + " output_ext: .fits\n", + " output_use_model: False\n", + " output_use_index: True\n", + " save_results: False\n", + " skip: False\n", + " suffix: None\n", + " search_output_file: True\n", + " input_dir: ''\n", + " subtract_background: None\n", + " apply_apcorr: True\n", + " extraction_type: box\n", + " use_source_posn: None\n", + " position_offset: 0.0\n", + " model_nod_pair: True\n", + " optimize_psf_location: True\n", + " smoothing_length: None\n", + " bkg_fit: None\n", + " bkg_order: None\n", + " log_increment: 50\n", + " save_profile: False\n", + " save_scene_model: False\n", + " save_residual_image: False\n", + " center_xy: None\n", + " ifu_autocen: False\n", + " bkg_sigma_clip: 3.0\n", + " ifu_rfcorr: True\n", + " ifu_set_srctype: None\n", + " ifu_rscale: None\n", + " ifu_covar_scale: 1.0\n", + " soss_atoca: True\n", + " soss_threshold: 0.01\n", + " soss_n_os: 2\n", + " soss_wave_grid_in: None\n", + " soss_wave_grid_out: None\n", + " soss_estimate: None\n", + " soss_rtol: 0.0001\n", + " soss_max_grid_size: 20000\n", + " soss_tikfac: None\n", + " soss_width: 40.0\n", + " soss_bad_pix: masking\n", + " soss_modelname: None\n", + " soss_order_3: True\n", + "2025-12-17 13:31:19,191 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json\n", + "2025-12-17 13:31:19,196 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2025-12-17 13:31:19,200 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2025-12-17 13:31:19,232 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2025-12-17 13:31:19,233 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2025-12-17 13:31:19,234 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", + "2025-12-17 13:31:19,236 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 1.00 -> 6.00 (inclusive)\n", + "2025-12-17 13:31:19,237 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 21.00 -> 26.00 (inclusive)\n", + "2025-12-17 13:31:19,238 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2025-12-17 13:31:19,241 - py.warnings - WARNING - /Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/astropy/convolution/convolve.py:426: AstropyUserWarning: nan_treatment='interpolate', however, NaN values detected post convolution. A contiguous region of NaN values, larger than the kernel size, are present in the input array. Increase the kernel size to avoid this.\n", + " warnings.warn(\n", + "\n", + "2025-12-17 13:31:19,422 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2025-12-17 13:31:19,480 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example3b_extract1dstep.fits\n", + "2025-12-17 13:31:19,480 - stpipe.step - INFO - Step Extract1dStep done\n", + "2025-12-17 13:31:19,481 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + ] + } + ], + "source": [ + "sp2_ex3b = Extract1dStep.call(l2_s2d_file_nobsub, output_dir='data/', output_file='lrs_slit_extract_example3b',\n", + " override_extract1d='x1d_reffile_example3b.json')" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "3c22a625-1ce0-4705-80b9-b13a5aac8c82", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/1697654453.py:12: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig9.show()\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig9, ax9 = plt.subplots(nrows=2, ncols=1, figsize=[12, 4])\n", + "ax9[0].plot(sp2_ex2a.spec[0].spec_table['WAVELENGTH'], sp2_ex2a.spec[0].spec_table['FLUX'], label='nod 1 spectrum - pipeline nod subtraction')\n", + "ax9[0].plot(sp2_ex3b.spec[0].spec_table['WAVELENGTH'], sp2_ex3b.spec[0].spec_table['FLUX'], label='nod 1 spectrum - with in-scene bkg sub (smoothed)')\n", + "ax9[1].plot(sp2_ex3b.spec[0].spec_table['WAVELENGTH'], sp2_ex3b.spec[0].spec_table['BACKGROUND'])\n", + "ax9[1].set_xlabel('wavelength (μm)')\n", + "ax9[0].set_ylabel('flux (Jy)')\n", + "ax9[1].set_ylabel('background (MJy/sr)')\n", + "ax9[0].set_title('Example 3b: Extraction with smoothed background subtraction')\n", + "ax9[0].set_xlim(5., 14.)\n", + "ax9[1].set_xlim(5., 14.)\n", + "ax9[0].legend()\n", + "fig9.show()" + ] + }, + { + "cell_type": "markdown", + "id": "7a833b74-68ff-4d33-abf8-b2d00a493c5f", + "metadata": {}, + "source": [ + "As expected, the modeled background array and background-corrected spectrum are considerably smoother. The residual outliers in the extracted spectrum are likely caused by bad pixels within the extraction aperture, which cannot be directly addressed through the ``extract_1d`` step and must be dealt with separately." + ] + }, + { + "cell_type": "markdown", + "id": "678eeb21-4ab5-4c5c-ae1d-70e19d85cbe5", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "e01786eb", + "metadata": {}, + "source": [ + "## Example 4: Tapered column extraction\n", + "\n", + "The ``extract_1d`` reference file supports variable apertures that change as a function of pixel position or wavelength. In this example, we will use the JWST calibration pipeline to perform a spectral extraction with a tapered column aperture that grows wider as a function of wavelength, mirroring the broadening of the spectral trace PSF. Specifically, we want to set the aperture width to 3 times the FWHM of the spatial profile. The way to specify this in the reference file is to use the ``src_soeff`` parameter instead of the simpler ``xstart`` and ``xstop`` settings. The ``src_coeff`` parameter can take polynomial coefficients rather than fixed pixel values.\n", + "\n", + "Polynomial definitions for the extraction aperture can be specified as a function of either pixels or wavelength. The particular choice must be denoted using the ``independent_var`` parameter. We will use pre-measured FWHM values as a function of **wavelength** and fit a straight line to the FWHM($\\lambda$) profile. Of course, the FWHM can also be measured directly from the data. " + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "9e3c2433", + "metadata": {}, + "outputs": [], + "source": [ + "def calc_xap_fit():\n", + " # FWHM values measured from commissioning data. FWHM is in arcsec.\n", + " lam = [5.0, 7.5, 10.0, 12.0]\n", + " fwhm = [0.29, 0.3, 0.36, 0.42]\n", + "\n", + " # Convert FWHM from arcsec to pixel units using the MIRI pixel scale of 0.11 arcsec/px\n", + " fwhm_px = fwhm / (0.11*u.arcsec/u.pixel)\n", + "\n", + " # Define a aperture with width of 3 * FWHM width, i.e., 1.5 * FWHM on either side of the trace\n", + " xap_pix = 1.5 * fwhm_px\n", + "\n", + " # Fit a line to these points\n", + " line_init = models.Linear1D()\n", + " fit = fitting.LinearLSQFitter()\n", + " fitted_line = fit(line_init, lam, xap_pix.value)\n", + "\n", + " # Plot\n", + " fig, ax = plt.subplots(figsize=[8, 4])\n", + " xplt = np.linspace(4.0, 14., num=50)\n", + " ax.plot(lam, xap_pix.value, 'rx', label='1.5 * FWHM')\n", + " ax.plot(xplt, fitted_line(xplt), 'b-', label='best-fit line')\n", + " ax.set_xlabel('wavelength (μm)')\n", + " ax.set_ylabel('aperture half-width (px)')\n", + " ax.legend()\n", + " fig.show()\n", + "\n", + " return fitted_line" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "e21fcec5", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2152325505.py:25: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig.show()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "slope = 0.25795, intercept = 2.44562\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "poly_pos = calc_xap_fit()\n", + "print('slope = {0:.5f}, intercept = {1:.5f}'.format(poly_pos.slope.value, poly_pos.intercept.value))" + ] + }, + { + "cell_type": "markdown", + "id": "f7dc8785", + "metadata": {}, + "source": [ + "The above polynomial defines the relationship between wavelength and the location of the left/right boundary of the extract aperture. To ensure that the extraction location is centred on the location of the spectrum, we utilize the automatic aperture centering functionality and set ``use_source_posn`` to True.\n", + "\n", + "In the next cell, we provide the polynomial coefficients to the ``src_coeff`` parameter in the extraction reference file. **Note: the ``src_coeff`` parameter takes precedence over the ``xstart`` and ``xstop`` parameters if all three are present; for clarity we remove the latter from our reference file.**" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "a9c9d403", + "metadata": {}, + "outputs": [], + "source": [ + "with open(json_ref_default) as json_ref:\n", + " x1dref_default = json.load(json_ref)\n", + " x1dref_ex4 = x1dref_default.copy()\n", + " x1dref_ex4['apertures'][0]['xstart'] = None\n", + " x1dref_ex4['apertures'][0]['xstop'] = None\n", + " x1dref_ex4['apertures'][0]['use_source_posn'] = True\n", + " x1dref_ex4['apertures'][0]['independent_var'] = 'wavelength'\n", + " x1dref_ex4['apertures'][0]['src_coeff'] = [[-1*poly_pos.intercept.value, -1*poly_pos.slope.value], [poly_pos.intercept.value, poly_pos.slope.value]]\n", + "\n", + "with open('x1d_reffile_example4.json', 'w') as jsrefout:\n", + " json.dump(x1dref_ex4, jsrefout, indent=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "71789e83", + "metadata": { + "scrolled": true, + "tags": [ + "scroll-output" + ] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-12-17 13:31:19,688 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2025-12-17 13:31:19,742 - stpipe.step - INFO - Step Extract1dStep running with args (,).\n", + "2025-12-17 13:31:19,744 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + " pre_hooks: []\n", + " post_hooks: []\n", + " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example4\n", + " output_dir: data/\n", + " output_ext: .fits\n", + " output_use_model: False\n", + " output_use_index: True\n", + " save_results: False\n", + " skip: False\n", + " suffix: None\n", + " search_output_file: True\n", + " input_dir: ''\n", + " subtract_background: None\n", + " apply_apcorr: True\n", + " extraction_type: box\n", + " use_source_posn: None\n", + " position_offset: 0.0\n", + " model_nod_pair: True\n", + " optimize_psf_location: True\n", + " smoothing_length: None\n", + " bkg_fit: None\n", + " bkg_order: None\n", + " log_increment: 50\n", + " save_profile: False\n", + " save_scene_model: False\n", + " save_residual_image: False\n", + " center_xy: None\n", + " ifu_autocen: False\n", + " bkg_sigma_clip: 3.0\n", + " ifu_rfcorr: True\n", + " ifu_set_srctype: None\n", + " ifu_rscale: None\n", + " ifu_covar_scale: 1.0\n", + " soss_atoca: True\n", + " soss_threshold: 0.01\n", + " soss_n_os: 2\n", + " soss_wave_grid_in: None\n", + " soss_wave_grid_out: None\n", + " soss_estimate: None\n", + " soss_rtol: 0.0001\n", + " soss_max_grid_size: 20000\n", + " soss_tikfac: None\n", + " soss_width: 40.0\n", + " soss_bad_pix: masking\n", + " soss_modelname: None\n", + " soss_order_3: True\n", + "2025-12-17 13:31:19,750 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json\n", + "2025-12-17 13:31:19,759 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2025-12-17 13:31:19,768 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2025-12-17 13:31:19,819 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2025-12-17 13:31:19,820 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2025-12-17 13:31:19,822 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", + "2025-12-17 13:31:19,829 - jwst.extract_1d.extract - INFO - Computed source location is 30.97, at pixel 194, wavelength 10.79\n", + "2025-12-17 13:31:19,831 - jwst.extract_1d.extract - INFO - Mean nominal aperture start/stop from src_coeff: -4.60 -> 4.60 (inclusive)\n", + "2025-12-17 13:31:19,832 - jwst.extract_1d.extract - INFO - Nominal location is 2.38, so offset is 28.59 pixels\n", + "2025-12-17 13:31:19,833 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from src_coeff: 23.99 -> 33.19 (inclusive)\n", + "2025-12-17 13:31:19,835 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2025-12-17 13:31:19,850 - jwst.extract_1d.spec_wcs - WARNING - Wavelengths are not strictly monotonic, inverse transform is not set\n", + "2025-12-17 13:31:20,002 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2025-12-17 13:31:20,085 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example4_extract1dstep.fits\n", + "2025-12-17 13:31:20,086 - stpipe.step - INFO - Step Extract1dStep done\n", + "2025-12-17 13:31:20,086 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + ] + } + ], + "source": [ + "sp3_ex4 = Extract1dStep.call(l3_s2d, output_dir='data/', \n", + " output_file='lrs_slit_extract_example4', override_extract1d='x1d_reffile_example4.json')" + ] + }, + { + "cell_type": "markdown", + "id": "a31aae65-7e5e-4b94-9de1-f03f3881a4bf", + "metadata": {}, + "source": [ + "Plotting the default Level 3 spectrum with our tapered column extraction result, we see good agreement between the two spectra. In the case of a variable aperture, the aperture correction at each wavelength is computed for the precise width of the aperture. The aperture correction reference file only stores correction vectors for interger-width apertures, so minor discrepancies may arise due to the inherent imperfection of the interpolation process when calculating the aperture correction factor for fractional pixel width apertures." + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "9d1bc74c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/1623418189.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig10.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig10, ax10 = plt.subplots(figsize=[12, 4])\n", + "ax10.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='default fixed-width aperture')\n", + "ax10.plot(sp3_ex4.spec[0].spec_table['WAVELENGTH'], sp3_ex4.spec[0].spec_table['FLUX'], label='tapered column aperture')\n", + "ax10.set_xlabel('wavelength (μm)')\n", + "ax10.set_ylabel('flux (Jy)')\n", + "ax10.set_title('Example 4: Tapered column vs. fixed-width extraction aperture')\n", + "ax10.set_xlim(5., 14.)\n", + "ax10.legend()\n", + "fig10.show()" + ] + }, + { + "cell_type": "markdown", + "id": "378f8393", + "metadata": {}, + "source": [ + "The output spectrum object contains information about the number of pixels used for the extraction as a function of wavelength, which we visualize below." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "78ca0c68", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/740784409.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig11.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig11, ax11 = plt.subplots(figsize=[12, 4])\n", + "ax11.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['NPIXELS'], label='default fixed-width aperture')\n", + "ax11.plot(sp3_ex4.spec[0].spec_table['WAVELENGTH'], sp3_ex4.spec[0].spec_table['NPIXELS'], label='tapered column aperture')\n", + "ax11.set_xlabel('wavelength (μm)')\n", + "ax11.set_ylabel('aperture width (px)')\n", + "ax11.set_title('Example 4: Aperture width')\n", + "ax11.set_xlim(5., 14.)\n", + "ax11.set_ylim(6., 13.)\n", + "ax11.legend()\n", + "fig11.show()" + ] + }, + { + "cell_type": "markdown", + "id": "d65b451c-cb56-4d95-9769-96e62ac7c584", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "14398ca1-2945-4de0-b617-92950e49e21a", + "metadata": {}, + "source": [ + "## Example 5: Optimal spectral extraction" + ] + }, + { + "cell_type": "markdown", + "id": "b975063d-ad4c-4aba-b02c-1985309751a9", + "metadata": {}, + "source": [ + "As of Version 1.18.0 of the JWST calibration pipeline, the ``extract_1d`` step allows for optimal spectral extraction. A finely sampled empirical PSF model of the LRS slit spectral trace is available in CRDS and is based on high SNR observations of relatively bright point sources. Together with a spectral trace information provided in the file header, the extraction step generates a normalized PSF model for each row, which is then fit to the measured pixel values to yield the calculated flux. Because the empirical PSF in principle encapsulates the full dispersed flux of a point source at each wavelength, no aperture correction is needed.\n", + "\n", + "There are several advantages of optimal spectral extraction. First, the input spectral image need not be rectified, as the algorithm leverages the spectral trace profile stored in the file header to align the PSF model in each row; this allows the user to avoid any interpolation artifacts that stem from the rectification process required to generate ``s2d`` files. Second, optimal spectral extraction is far more robust to missing data (e.g., bad pixels), cosmic rays, and point-to-point scatter and generally produces higher SNR spectra.\n", + "\n", + "Currently, the optimal spectral extraction option in ``extract_1d`` only allows for unrectified spectral images of the full detector (i.e., ``cal`` files).\n", + "\n", + "The parameter settings for activating optimal spectral extraction are step parameters that must be passed to the ``extract_1d`` call, as opposed to settings contained in the ``extract_1d`` reference file. Let's examine the relevant parameter settings:\n", + "\n", + "* ``extraction_type``: this is the crucial toggle that instructs the ``extract_1d`` algorithm to carry out optimal spectral extraction; 'box' is the default setting, which we implicitly used for all of the other examples in this notebook.\n", + "* ``use_source_posn`` (True/False/None): setting this to True is recommended, which allows the pipeline to carry out a first-order adjustment of the PSF model to align it with the expected location of the target along the slit; this setting has the same function as the analogous one contained in the ``extract_1d`` reference file.\n", + "* ``model_nod_pair`` (True/False): must be set to True if the ``s2d`` file contains a negative trace to instruct the algorithm to model all positive and negative traces using the same empirical PSF model.\n", + "* ``optimize_psf_location`` (True/False): setting this to True is strongly recommended, given inherent uncertainties in target location and pointing accuracy. When this option is set to True, the location of the positive and negative traces (if used) are optimized with respect to the residuals of the scene modeled by the PSF at that location. This option is particularly essential when ``model_nod_pair`` is set to True, because the negative nod location is less reliably estimated than the positive trace.\n", + "* ``subtract_background`` (True/False): set to True if mutual nod subtraction was not carried out to allow the algorithm simultaneously model the background.\n", + "* ``save_scene_model`` and ``save_residual_image`` (True/False): if True, these settings generate plots of the best-fit 2D composite scene model containing the scaled PSF(s) and background used to extract the spectrum and the corresponding residuals.\n", + "\n", + "We now proceed with the extraction. When ``extraction_type`` is set to 'optimal', the various parameter settings in the ``extract_1d`` reference file are ignored, as they do not factor into the optimal spectral extraction process. As a consequence, we must also stipulate ``save_results`` = True, given that we are not passing a custom reference file to the step call." + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "15ce62bc-bf8a-489f-9d61-1aae7469f673", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-12-17 13:31:20,290 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2025-12-17 13:31:20,342 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_cal.fits',).\n", + "2025-12-17 13:31:20,344 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + " pre_hooks: []\n", + " post_hooks: []\n", + " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example5a\n", + " output_dir: data/\n", + " output_ext: .fits\n", + " output_use_model: False\n", + " output_use_index: True\n", + " save_results: True\n", + " skip: False\n", + " suffix: None\n", + " search_output_file: True\n", + " input_dir: ''\n", + " subtract_background: None\n", + " apply_apcorr: True\n", + " extraction_type: optimal\n", + " use_source_posn: True\n", + " position_offset: 0.0\n", + " model_nod_pair: True\n", + " optimize_psf_location: True\n", + " smoothing_length: None\n", + " bkg_fit: None\n", + " bkg_order: None\n", + " log_increment: 50\n", + " save_profile: False\n", + " save_scene_model: True\n", + " save_residual_image: True\n", + " center_xy: None\n", + " ifu_autocen: False\n", + " bkg_sigma_clip: 3.0\n", + " ifu_rfcorr: True\n", + " ifu_set_srctype: None\n", + " ifu_rscale: None\n", + " ifu_covar_scale: 1.0\n", + " soss_atoca: True\n", + " soss_threshold: 0.01\n", + " soss_n_os: 2\n", + " soss_wave_grid_in: None\n", + " soss_wave_grid_out: None\n", + " soss_estimate: None\n", + " soss_rtol: 0.0001\n", + " soss_max_grid_size: 20000\n", + " soss_tikfac: None\n", + " soss_width: 40.0\n", + " soss_bad_pix: masking\n", + " soss_modelname: None\n", + " soss_order_3: True\n", + "2025-12-17 13:31:20,450 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_extract1d_0007.json\n", + "2025-12-17 13:31:20,454 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2025-12-17 13:31:20,459 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2025-12-17 13:31:20,459 - jwst.extract_1d.extract - WARNING - Turning off aperture correction for optimal extraction\n", + "2025-12-17 13:31:20,481 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2025-12-17 13:31:20,482 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2025-12-17 13:31:20,494 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", + "2025-12-17 13:31:20,509 - jwst.extract_1d.extract - INFO - Computed source location is 316.01, at pixel 200, wavelength 10.79\n", + "2025-12-17 13:31:20,519 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", + "2025-12-17 13:31:20,521 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is 285.51 pixels\n", + "2025-12-17 13:31:20,543 - jwst.extract_1d.psf_profile - INFO - Optimizing trace locations\n", + "2025-12-17 13:31:21,760 - jwst.extract_1d.psf_profile - INFO - Centering profile on spectrum at 315.34, wavelength 10.79\n", + "2025-12-17 13:31:21,761 - jwst.extract_1d.psf_profile - INFO - Also modeling a negative trace at 332.46 (offset: -17.12)\n", + "2025-12-17 13:31:22,123 - jwst.extract_1d.extract_1d_step - INFO - Saving scene_model data/lrs_slit_extract_example5a_scene_model.fits\n", + "2025-12-17 13:31:22,171 - jwst.extract_1d.extract_1d_step - INFO - Saving residual data/lrs_slit_extract_example5a_residual.fits\n", + "2025-12-17 13:31:22,226 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2025-12-17 13:31:22,293 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example5a_extract1dstep.fits\n", + "2025-12-17 13:31:22,293 - stpipe.step - INFO - Step Extract1dStep done\n", + "2025-12-17 13:31:22,293 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + ] + } + ], + "source": [ + "sp2_ex5a = Extract1dStep.call(l2_cal_file, output_dir='data/', \n", + " output_file='lrs_slit_extract_example5a', \n", + " extraction_type='optimal',\n", + " use_source_posn=True,\n", + " model_nod_pair=True,\n", + " optimize_psf_location=True,\n", + " save_scene_model=True,\n", + " save_residual_image=True,\n", + " save_results=True)" + ] + }, + { + "cell_type": "markdown", + "id": "4beccd44-ac99-4857-ae9b-234e04208903", + "metadata": {}, + "source": [ + "Let's take a look at the various outputs produced by this run. In addition to the spectrum, there are two diagnostics image files — a ``*scene_model.fits`` file and a ``*residual.fits`` file. These are the best-fit scene (containing both the scaled positive and negative PSFs) and the associated residuals from the fit.\n", + "\n", + "We plot these products below alongside the input ``cal`` spectral image. Recall that ``cal`` files contain the detector readout, whereas the LRS slit spectral region occupies only a small portion of the full array, and so we plot just the relevant subregion for inspection." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "5bfc8bb5-f2e0-45cc-9adc-d3d880d640bf", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/757253948.py:18: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig12.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "l2_cal = datamodels.open(l2_cal_file)\n", + "scene = datamodels.open('data/lrs_slit_extract_example5a_scene_model.fits')\n", + "resid = datamodels.open('data/lrs_slit_extract_example5a_residual.fits')\n", + "\n", + "fig12, ax12 = plt.subplots(nrows=1, ncols=3, figsize=[10, 8])\n", + "im2d = ax12[0].imshow(l2_cal.data[0:400,300:350], origin='lower', aspect='equal', cmap='viridis')\n", + "fig12.colorbar(im2d)\n", + "sce2d = ax12[1].imshow(scene.data[0:400,300:350], origin='lower', aspect='equal', cmap='viridis')\n", + "fig12.colorbar(sce2d)\n", + "res2d = ax12[2].imshow(resid.data[0:400,300:350], origin='lower', aspect='equal', cmap='viridis')\n", + "fig12.colorbar(res2d)\n", + "for i in range(3):\n", + " ax12[i].set_xlabel('column')\n", + " ax12[i].set_ylabel('row')\n", + "ax12[0].set_title('image')\n", + "ax12[1].set_title('scene model')\n", + "ax12[2].set_title('residuals')\n", + "fig12.show()" + ] + }, + { + "cell_type": "markdown", + "id": "c95b4d85-056b-40a0-8139-77360fd71483", + "metadata": {}, + "source": [ + "From the residual image, we find that the optimal spectral extraction does a decent job at modeling both the positive and negative spectral traces, though there is some discernible structure. These residual features are primarily due to an imperfect spectral trace profile in the header WCS solution, resulting in systematic deviations between the assumed trace shape and the true profile. Future updates to the ``specwcs`` reference file will improve the trace model.\n", + "\n", + "We now compare the spectrum we obtained through optimal extraction to the boxcar spectrum previously derived in Example 2b." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "eb47d382-5de3-43ea-8163-da918b5fcb5b", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2205233284.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig13.show()\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig13, ax13 = plt.subplots(figsize=[12, 4])\n", + "ax13.plot(sp2_ex2b.spec[0].spec_table['WAVELENGTH'], sp2_ex2b.spec[0].spec_table['FLUX'], label='boxcar extraction (single nod)')\n", + "ax13.plot(sp2_ex5a.spec[0].spec_table['WAVELENGTH'], sp2_ex5a.spec[0].spec_table['FLUX'], label='optimal extraction (single nod)')\n", + "ax13.set_xlabel('wavelength (μm)')\n", + "ax13.set_ylabel('flux (Jy)')\n", + "ax13.set_title('Example 5a: Optimal spectral extraction')\n", + "ax13.set_xlim(5., 14.)\n", + "ax13.legend()\n", + "fig13.show()" + ] + }, + { + "cell_type": "markdown", + "id": "5907f96d-da6f-4fb1-9bfd-6b3fb27487aa", + "metadata": {}, + "source": [ + "From the plot, it is evident that optimal spectral extraction yields the greatest improvement in SNR and the most significant reduction in spectral scatter at the longest wavelengths, where the instrument throughput is low and there is a high level of point-to-point variations in flux level across the detector. The systematic deviations and enhanced scatter of the optimal extraction spectrum near the flux maximum at 12 microns are attributable to poor PSF model fitting due to the imperfect assumed spectral trace profile." + ] + }, + { + "cell_type": "markdown", + "id": "840ae796-74b1-40c4-b343-a230dd8d236b", + "metadata": {}, + "source": [ + "Optimal spectral extraction can also be performed with simultaneous background modeling, which is useful for cases where mutual nod subtraction has not been carried out. Here, we repeat this exercise with the ``l2_cal_file_nobsub`` file and switch ``model_nod_pair`` to False. To activate background subtraction for optimal spectral extraction, we set ``subtract_background`` as True. \n", + "\n", + "By default, the current implementation of simultaneous background fitting assumes that the background flux level in each row is constant. However, we know that this is not true in actual LRS slit images, as discussed previously. To enable more robust background modeling as part of the optimal spectral extraction process, we require a number of parameter settings to be passed to the step through the ``extract_1d`` refefrence file. These are identical to the settings used for background subtraction in boxcar extractions (see Example 3).\n", + "\n", + "**Note: currently, the simultaneous background modeling is carried out row by row, without the option to smooth the background flux along the dispersion axis.** " + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "34b77419-42ab-4adf-a6e3-126a981f2413", + "metadata": {}, + "outputs": [], + "source": [ + "with open(json_ref_default) as json_ref:\n", + " x1dref_default = json.load(json_ref)\n", + " x1dref_ex5 = x1dref_default.copy()\n", + " x1dref_ex5['apertures'][0]['bkg_fit'] = 'poly'\n", + " x1dref_ex5['apertures'][0]['bkg_order'] = 1\n", + "\n", + "with open('x1d_reffile_example5b.json', 'w') as jsrefout:\n", + " json.dump(x1dref_ex5, jsrefout, indent=4)" + ] + }, + { + "cell_type": "markdown", + "id": "8954ad6b-3a48-450c-9e62-20eaba750adb", + "metadata": {}, + "source": [ + "We can now run ``extract_1d`` with both the customized reference file and the step parameters for optimal spectreal extraction." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "7eb9e919-1cb5-4f02-8f5e-148d9284f054", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-12-17 13:31:22,889 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2025-12-17 13:31:22,943 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_cal_nobsub.fits',).\n", + "2025-12-17 13:31:22,945 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + " pre_hooks: []\n", + " post_hooks: []\n", + " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example5b\n", + " output_dir: data/\n", + " output_ext: .fits\n", + " output_use_model: False\n", + " output_use_index: True\n", + " save_results: True\n", + " skip: False\n", + " suffix: None\n", + " search_output_file: True\n", + " input_dir: ''\n", + " subtract_background: True\n", + " apply_apcorr: True\n", + " extraction_type: optimal\n", + " use_source_posn: True\n", + " position_offset: 0.0\n", + " model_nod_pair: False\n", + " optimize_psf_location: True\n", + " smoothing_length: None\n", + " bkg_fit: None\n", + " bkg_order: None\n", + " log_increment: 50\n", + " save_profile: False\n", + " save_scene_model: True\n", + " save_residual_image: True\n", + " center_xy: None\n", + " ifu_autocen: False\n", + " bkg_sigma_clip: 3.0\n", + " ifu_rfcorr: True\n", + " ifu_set_srctype: None\n", + " ifu_rscale: None\n", + " ifu_covar_scale: 1.0\n", + " soss_atoca: True\n", + " soss_threshold: 0.01\n", + " soss_n_os: 2\n", + " soss_wave_grid_in: None\n", + " soss_wave_grid_out: None\n", + " soss_estimate: None\n", + " soss_rtol: 0.0001\n", + " soss_max_grid_size: 20000\n", + " soss_tikfac: None\n", + " soss_width: 40.0\n", + " soss_bad_pix: masking\n", + " soss_modelname: None\n", + " soss_order_3: True\n", + "2025-12-17 13:31:23,044 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json\n", + "2025-12-17 13:31:23,049 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2025-12-17 13:31:23,054 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2025-12-17 13:31:23,055 - jwst.extract_1d.extract - WARNING - Turning off aperture correction for optimal extraction\n", + "2025-12-17 13:31:23,078 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2025-12-17 13:31:23,078 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2025-12-17 13:31:23,087 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", + "2025-12-17 13:31:23,104 - jwst.extract_1d.extract - INFO - Computed source location is 316.01, at pixel 200, wavelength 10.79\n", + "2025-12-17 13:31:23,111 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", + "2025-12-17 13:31:23,114 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is 285.51 pixels\n", + "2025-12-17 13:31:23,128 - jwst.extract_1d.psf_profile - INFO - Optimizing trace locations\n", + "2025-12-17 13:31:23,431 - jwst.extract_1d.psf_profile - INFO - Centering profile on spectrum at 315.34, wavelength 10.79\n", + "2025-12-17 13:31:23,783 - jwst.extract_1d.extract_1d_step - INFO - Saving scene_model data/lrs_slit_extract_example5b_scene_model.fits\n", + "2025-12-17 13:31:23,832 - jwst.extract_1d.extract_1d_step - INFO - Saving residual data/lrs_slit_extract_example5b_residual.fits\n", + "2025-12-17 13:31:23,879 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2025-12-17 13:31:23,935 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example5b_extract1dstep.fits\n", + "2025-12-17 13:31:23,936 - stpipe.step - INFO - Step Extract1dStep done\n", + "2025-12-17 13:31:23,936 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + ] + } + ], + "source": [ + "sp2_ex5b = Extract1dStep.call(l2_cal_file_nobsub, output_dir='data/', \n", + " output_file='lrs_slit_extract_example5b', override_extract1d='x1d_reffile_example5b.json',\n", + " extraction_type='optimal',\n", + " use_source_posn=True,\n", + " model_nod_pair=False,\n", + " optimize_psf_location=True,\n", + " subtract_background=True,\n", + " save_scene_model=True,\n", + " save_residual_image=True,\n", + " save_results=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "e8767cff-515c-4e0d-8f91-4dde34a3ed46", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/444863612.py:18: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig14.show()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "l2_cal = datamodels.open(l2_cal_file_nobsub)\n", + "scene = datamodels.open('data/lrs_slit_extract_example5b_scene_model.fits')\n", + "resid = datamodels.open('data/lrs_slit_extract_example5b_residual.fits')\n", + "\n", + "fig14, ax14 = plt.subplots(nrows=1, ncols=3, figsize=[10, 8])\n", + "im2d = ax14[0].imshow(l2_cal.data[0:400,300:350], origin='lower', aspect='equal', cmap='viridis')\n", + "fig14.colorbar(im2d)\n", + "sce2d = ax14[1].imshow(scene.data[0:400,300:350], origin='lower', aspect='equal', cmap='viridis')\n", + "fig14.colorbar(sce2d)\n", + "res2d = ax14[2].imshow(resid.data[0:400,300:350], origin='lower', aspect='equal', cmap='viridis')\n", + "fig14.colorbar(res2d)\n", + "for i in range(3):\n", + " ax14[i].set_xlabel('column')\n", + " ax14[i].set_ylabel('row')\n", + "ax14[0].set_title('image')\n", + "ax14[1].set_title('scene model')\n", + "ax14[2].set_title('residuals')\n", + "fig14.show()" + ] + }, + { + "cell_type": "markdown", + "id": "53cdc350-8822-4e76-9d94-fcf56c5cd56e", + "metadata": {}, + "source": [ + "As illustrated in the plotted scene model, the fitted background largely reproduces the nonuniform distribution across the detector, with the flux rising toward the lower right corner of the LRS slit region. The resultant residual image is mostly absent of significant gradients, demonstrating the efficacy of this approach.\n", + "\n", + "Let's compare the result of this run with the spectrum from Example 3b, i.e., the boxcar extraction that used a similar linear background modeling approach but with background smoothing in the dispersion direction." + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "08b49768-c06c-495c-a6d2-786dd24d06a6", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/946091776.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig15.show()\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig15, ax15 = plt.subplots(figsize=[12, 4])\n", + "ax15.plot(sp2_ex3b.spec[0].spec_table['WAVELENGTH'], sp2_ex3b.spec[0].spec_table['FLUX'], label='boxcar extraction (single nod)')\n", + "ax15.plot(sp2_ex5b.spec[0].spec_table['WAVELENGTH'], sp2_ex5b.spec[0].spec_table['FLUX'], label='optimal extraction (single nod)')\n", + "ax15.set_xlabel('wavelength (μm)')\n", + "ax15.set_ylabel('flux (Jy)')\n", + "ax15.set_title('Example 5b: Optimal spectral extraction with background subtraction')\n", + "ax15.set_xlim(5., 14.)\n", + "ax15.legend()\n", + "fig15.show()" + ] + }, + { + "cell_type": "markdown", + "id": "06dedfaf-d5cf-4aab-a2e6-70c87e3eec0b", + "metadata": {}, + "source": [ + "The optimal spectral extraction result is a significant improvement over the boxcar extraction spectrum, even with background smoothing applied to the latter. Moreover, the simultaneous background modeling and subtraction partially accounts for the previously observed mismatch in flux level near 12 microns when carrying out optimal spectral extraction on the nod-subtracted image. However, the fundamental issue of the misaligned trace profile persists and will be addressed in future updates.\n", + "\n", + "We note that ``subtract_background`` can be activated even if mutual nod subtraction has been performed. In that case, the background modeling can account for any residual background arising from differences in the background flux distribution between the two nodded exposures." + ] + }, + { + "cell_type": "markdown", + "id": "a7e717ac-0f57-4fda-aef9-663d6a94b827", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "id": "f4501ee7", + "metadata": {}, + "source": [ + "## Summary\n", + "\n", + "We hope this notebook is useful in demonstrating the advanced capabilities of the JWST calibration pipeline for spectral extraction of MIRI LRS slit datasets. The techniques described here are largely transferable to the analysis of other types of spectroscopic data from JWST, including MIRI LRS slitless and NIRSpec fixed slit observations. The above examples are not an exhaustive list of all possible use cases, and different methods for source and background extraction can be combined for even more complex extraction operations. \n", + "\n", + "**If you have any questions, comments, or requests for further demonstrations of these capabilities, please contact the [JWST Helpdesk](http://jwsthelp.stsci.edu/).**" + ] + }, + { + "cell_type": "markdown", + "id": "b4c3c7ed-44fa-4e53-abf0-4b285064746d", + "metadata": {}, + "source": [ + "
" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.12.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/requirements.txt b/notebooks/MIRI/MIRI_LRS_spectral_extraction/requirements.txt index 2ac92d612..184396d11 100644 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/requirements.txt +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/requirements.txt @@ -1,4 +1,2 @@ -jdaviz >= 3.6.0 astropy >= 5.3.1 -jwst >= 1.11.3 -specreduce >= 1.3.0 \ No newline at end of file +jwst >= 1.11.3 \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json new file mode 100644 index 000000000..5fa730cde --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json @@ -0,0 +1,45 @@ +{ + "reftype": "EXTRACT1D", + "instrument": "MIRI", + "telescope": "JWST", + "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", + "pedigree": "INFLIGHT 2022-06-01 2024-12-31", + "description": "MIRI LRS extraction params for in-flight data", + "author": "I.Wong", + "history": "2025-May-29", + "useafter": "2022-01-01T00:00:00", + "apertures": [ + { + "id": "MIR_LRS-FIXEDSLIT", + "region_type": "target", + "bkg_order": 0, + "dispaxis": 2, + "xstart": 25, + "xstop": 36, + "use_source_posn": false + }, + { + "id": "MIR_LRS-SLITLESS", + "region_type": "target", + "bkg_fit": "median", + "dispaxis": 2, + "xstart": 30, + "xstop": 41, + "bkg_coeff": [ + [ + 9.5 + ], + [ + 17.5 + ], + [ + 53.5 + ], + [ + 61.5 + ] + ], + "use_source_posn": false + } + ] +} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json new file mode 100644 index 000000000..f324248f5 --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json @@ -0,0 +1,45 @@ +{ + "reftype": "EXTRACT1D", + "instrument": "MIRI", + "telescope": "JWST", + "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", + "pedigree": "INFLIGHT 2022-06-01 2024-12-31", + "description": "MIRI LRS extraction params for in-flight data", + "author": "I.Wong", + "history": "2025-May-29", + "useafter": "2022-01-01T00:00:00", + "apertures": [ + { + "id": "MIR_LRS-FIXEDSLIT", + "region_type": "target", + "bkg_order": 0, + "dispaxis": 2, + "xstart": 9, + "xstop": 16, + "use_source_posn": false + }, + { + "id": "MIR_LRS-SLITLESS", + "region_type": "target", + "bkg_fit": "median", + "dispaxis": 2, + "xstart": 30, + "xstop": 41, + "bkg_coeff": [ + [ + 9.5 + ], + [ + 17.5 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z@X(=$)in`D1Oj+dFp%&GJVtzsAE7&Ycp^NV9lQ`WeqJ6HR_K2%T#(K-k`@RL8&3yo zZwu$Yh5USqA{x>Z=Ub>5K;|Xzf}Vh6j=%&V5Eqn`b@YwS{4~@5HaZc>BrW|V8W3m* z27;VG2SsB317S;qr_yH-RqL0w`a`UkHtMb4SI9VR( zISC^>ppw9xe!z?V#GH$!41dz`|7!Z|tL=t=EON0E)8DxAE97784QOuY{sxf}MgIi8 ze$=6hg`Ew;Q_T8rOX8A?uk|0Rem^nBv??PnPk$316daC=DSZMr-0Uar&#M0&s+EN^ z!qv^v)7$cI!MormTL2o|5ohAz6+lmPJ;F|an`v_WNz?y7aTLiro)BN?L>wAgTtEHt zOZ>k*w)`z~2p{1I*_VN4OVwUV+~bQ23f3h*)oeAje&aaN^|F_G^4>QKo#B@K#Hk=CU7#%w|61`O`89UIM#sn zAMX@lqD24%v55r|J(1?YJ;?7nk?5~Okf^n%mksi7bG>`&s8eyuUE(KTQ!&I&x$AdD z=3(Jw^S8i?r%bj8n5=u?`n(Pn0jMJp7xUx+Cl~W4@V`hpP}_ftI&jKrmA|FyfP3zr z=!$(mqxjy*eoGhj7j$ESg02s#{qXony6$*Cf&T^F-&NM*Q*_ZHf2!8ay!q4ICy%c! zx=R10x&K!0(*b}O4o@_%Q?9(|pMn)P9c(TnzoZJo<-Y)9HFb^Znx$_R0LJl&b$8SM1;NJ)K|l u_4^-BcTYAg$~cW5xc^UA^FY%=U&-rgVdDUzg4luYGo-+Yd%Onl?tcJY>4W+J literal 0 HcmV?d00001 From dd1d4cceae913246f1c8f1b9df7d94e3a982dee3 Mon Sep 17 00:00:00 2001 From: Ian Wong Date: Wed, 17 Dec 2025 13:44:32 -0500 Subject: [PATCH 3/9] Add file unzip function --- .../miri_lrs_slit_advanced_extraction.ipynb | 31 +++++++------------ 1 file changed, 12 insertions(+), 19 deletions(-) diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb index 25dd1bace..b7058bcaf 100644 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb @@ -21,7 +21,7 @@ "Beyond simple boxcar extraction, the ``extract_1d`` step has the capability to perform more complex spectral extractions, which require the user to manually edit some of the parameters contained in the spectral extraction reference file and rerun the pipeline step. \n", "\n", "**Data:**
    \n", - "The data used in this notebook is an observation of the Type Ia supernova SN2021aefx, observed by Jha et al. in Program #2072 (Observation 1). These data were taken with zero exclusive access period and published in [Kwok et al 2023](https://ui.adsabs.harvard.edu/abs/2023ApJ...944L...3K/abstract). When running this notebook, the relevant data files will be automatically downloaded and placed in a subdirectory called ``data/``. The user can also manually specify a particular set of input files of their choice below.\n", + "The data used in this notebook is an observation of the Type Ia supernova SN2021aefx, observed by Jha et al. in Program #2072 (Observation 1). These data were taken with zero exclusive access period and published in [Kwok et al 2023](https://ui.adsabs.harvard.edu/abs/2023ApJ...944L...3K/abstract). The relevant data files are located in the compressed ``data.zip`` file and will be automatically unpacked and placed in a subdirectory called ``data/``. The user can also manually specify a particular set of input files of their choice below.\n", "\n", "We will demonstrate most of the spectral extraction methods on resampled, calibrated spectral images (``s2d`` files). The basic demo and many examples run on Level 3 data, in which the pair of nodded exposures has been combined into a single spectral image. Several of the other examples use a Level 2b data file, corresponding to just the first of the two nodded exposures. For optimal spectral extraction (Example 5), the pipeline requires unrectified, calibrated spectral images (``cal`` files).
    \n", "\n", @@ -92,7 +92,7 @@ "- `os` for managing system paths\n", "- `matplotlib` for plotting data\n", "- `urllib` for downloading data\n", - "- `tarfile` for unpacking data\n", + "- `zipfile` for unpacking data\n", "- `numpy` for basic array manipulation\n", "- `jwst` for running JWST pipeline and handling data products\n", "- `json` for working with json files\n", @@ -103,11 +103,7 @@ "cell_type": "code", "execution_count": 1, "id": "3a130dd2", - "metadata": { - "jupyter": { - "source_hidden": true - } - }, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -148,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 47, "id": "08ddf5f7", "metadata": {}, "outputs": [ @@ -163,7 +159,7 @@ "source": [ "%matplotlib inline\n", "import urllib\n", - "import tarfile\n", + "import zipfile\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", @@ -195,21 +191,18 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 48, "id": "305103d5", "metadata": {}, "outputs": [], "source": [ - "data_tar_url = 'https://data.science.stsci.edu/redirect/JWST/jwst-data_analysis_tools/MIRI_LRS_notebook/data.tar.gz'\n", + "data_zip_file = 'data.zip'\n", "\n", - "# Download and unpack data if needed\n", - "if not os.path.exists(\"data.tar.gz\"):\n", - " print(\"Downloading Data\")\n", - " urllib.request.urlretrieve(data_tar_url, 'data.tar.gz')\n", - "if not os.path.exists(\"data/\"):\n", - " print(\"Unpacking Data\")\n", - " with tarfile.open('./data.tar.gz', \"r:gz\") as tar:\n", - " tar.extractall(filter='data')" + "# Uunpack data, if needed\n", + "if not os.path.exists('data/'):\n", + " print('Unpacking Data')\n", + " with zipfile.ZipFile(data_zip_file, 'r') as zip_ref:\n", + " zip_ref.extractall('data/')" ] }, { From 9da945e825c3c9685c0b58f9007b202cc5862fe8 Mon Sep 17 00:00:00 2001 From: Ian Wong Date: Wed, 17 Dec 2025 13:45:32 -0500 Subject: [PATCH 4/9] Sync update --- .../miri_lrs_slit_advanced_extraction.ipynb | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb index b7058bcaf..4893f4fc0 100644 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb @@ -191,10 +191,18 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 50, "id": "305103d5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Unpacking Data\n" + ] + } + ], "source": [ "data_zip_file = 'data.zip'\n", "\n", @@ -202,7 +210,7 @@ "if not os.path.exists('data/'):\n", " print('Unpacking Data')\n", " with zipfile.ZipFile(data_zip_file, 'r') as zip_ref:\n", - " zip_ref.extractall('data/')" + " zip_ref.extractall()" ] }, { From a9bb4bd7d46ef0f6d7f2df81bcc91f61ddc64519 Mon Sep 17 00:00:00 2001 From: Ian Wong Date: Wed, 17 Dec 2025 13:47:23 -0500 Subject: [PATCH 5/9] Remove ._data --- .../MIRI/MIRI_LRS_spectral_extraction/._data | Bin 212 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100755 notebooks/MIRI/MIRI_LRS_spectral_extraction/._data diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/._data b/notebooks/MIRI/MIRI_LRS_spectral_extraction/._data deleted file mode 100755 index b2c542b1065b147cece2ec36c3321df24a47c75f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 212 zcmZQz6=P>$Vqox1Ojhs@R)|o50+1L3ClDI}@gg7w@vi_e5x_AdBnYYuq+J^qI7A5ADWagzZ6zUroSQuNInIxO1SsGhf2PdW_7G+wySr|Jx lIXfHbI-8ie>6%zrI_f$)IlJn*m>N2}7@9a4xVRWF004%GADjRH From cf5196fb334732cc7112613937a30530fc2e3f16 Mon Sep 17 00:00:00 2001 From: Ian Wong Date: Wed, 17 Dec 2025 13:49:04 -0500 Subject: [PATCH 6/9] Remove generated json files --- .../x1d_reffile_example1.json | 45 -------------- .../x1d_reffile_example2a.json | 45 -------------- .../x1d_reffile_example2b.json | 46 -------------- .../x1d_reffile_example3a.json | 60 ------------------ .../x1d_reffile_example3b.json | 61 ------------------- .../x1d_reffile_example4.json | 56 ----------------- .../x1d_reffile_example5b.json | 45 -------------- 7 files changed, 358 deletions(-) delete mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json delete mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json delete mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json delete mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json delete mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json delete mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json delete mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json deleted file mode 100644 index 5fa730cde..000000000 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json +++ /dev/null @@ -1,45 +0,0 @@ -{ - "reftype": "EXTRACT1D", - "instrument": "MIRI", - "telescope": "JWST", - "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", - "pedigree": "INFLIGHT 2022-06-01 2024-12-31", - "description": "MIRI LRS extraction params for in-flight data", - "author": "I.Wong", - "history": "2025-May-29", - "useafter": "2022-01-01T00:00:00", - "apertures": [ - { - "id": "MIR_LRS-FIXEDSLIT", - "region_type": "target", - "bkg_order": 0, - "dispaxis": 2, - "xstart": 25, - "xstop": 36, - "use_source_posn": false - }, - { - "id": "MIR_LRS-SLITLESS", - "region_type": "target", - "bkg_fit": "median", - "dispaxis": 2, - "xstart": 30, - "xstop": 41, - "bkg_coeff": [ - [ - 9.5 - ], - [ - 17.5 - ], - [ - 53.5 - ], - [ - 61.5 - ] - ], - "use_source_posn": false - } - ] -} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json deleted file mode 100644 index f324248f5..000000000 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json +++ /dev/null @@ -1,45 +0,0 @@ -{ - "reftype": "EXTRACT1D", - "instrument": "MIRI", - "telescope": "JWST", - "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", - "pedigree": "INFLIGHT 2022-06-01 2024-12-31", - "description": "MIRI LRS extraction params for in-flight data", - "author": "I.Wong", - "history": "2025-May-29", - "useafter": "2022-01-01T00:00:00", - "apertures": [ - { - "id": "MIR_LRS-FIXEDSLIT", - "region_type": "target", - "bkg_order": 0, - "dispaxis": 2, - "xstart": 9, - "xstop": 16, - "use_source_posn": false - }, - { - "id": "MIR_LRS-SLITLESS", - "region_type": "target", - "bkg_fit": "median", - "dispaxis": 2, - "xstart": 30, - "xstop": 41, - "bkg_coeff": [ - [ - 9.5 - ], - [ - 17.5 - ], - [ - 53.5 - ], - [ - 61.5 - ] - ], - "use_source_posn": false - } - ] -} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json deleted file mode 100644 index 160683677..000000000 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json +++ /dev/null @@ -1,46 +0,0 @@ -{ - "reftype": "EXTRACT1D", - "instrument": "MIRI", - "telescope": "JWST", - "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", - "pedigree": "INFLIGHT 2022-06-01 2024-12-31", - "description": "MIRI LRS extraction params for in-flight data", - "author": "I.Wong", - "history": "2025-May-29", - "useafter": "2022-01-01T00:00:00", - "apertures": [ - { - "id": "MIR_LRS-FIXEDSLIT", - "region_type": "target", - "bkg_order": 0, - "dispaxis": 2, - "xstart": 27, - "xstop": 34, - "use_source_posn": true, - "extract_width": 8 - }, - { - "id": "MIR_LRS-SLITLESS", - "region_type": "target", - "bkg_fit": "median", - "dispaxis": 2, - "xstart": 30, - "xstop": 41, - "bkg_coeff": [ - [ - 9.5 - ], - [ - 17.5 - ], - [ - 53.5 - ], - [ - 61.5 - ] - ], - "use_source_posn": false - } - ] -} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json deleted file mode 100644 index d22d9d77e..000000000 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json +++ /dev/null @@ -1,60 +0,0 @@ -{ - "reftype": "EXTRACT1D", - "instrument": "MIRI", - "telescope": "JWST", - "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", - "pedigree": "INFLIGHT 2022-06-01 2024-12-31", - "description": "MIRI LRS extraction params for in-flight data", - "author": "I.Wong", - "history": "2025-May-29", - "useafter": "2022-01-01T00:00:00", - "apertures": [ - { - "id": "MIR_LRS-FIXEDSLIT", - "region_type": "target", - "bkg_order": 1, - "dispaxis": 2, - "xstart": 9, - "xstop": 16, - "use_source_posn": false, - "bkg_coeff": [ - [ - 0.5 - ], - [ - 6.5 - ], - [ - 20.5 - ], - [ - 26.5 - ] - ], - "bkg_fit": "poly" - }, - { - "id": "MIR_LRS-SLITLESS", - "region_type": "target", - "bkg_fit": "median", - "dispaxis": 2, - "xstart": 30, - "xstop": 41, - "bkg_coeff": [ - [ - 9.5 - ], - [ - 17.5 - ], - [ - 53.5 - ], - [ - 61.5 - ] - ], - "use_source_posn": false - } - ] -} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json deleted file mode 100644 index 4cddc3892..000000000 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json +++ /dev/null @@ -1,61 +0,0 @@ -{ - "reftype": "EXTRACT1D", - "instrument": "MIRI", - "telescope": "JWST", - "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", - "pedigree": "INFLIGHT 2022-06-01 2024-12-31", - "description": "MIRI LRS extraction params for in-flight data", - "author": "I.Wong", - "history": "2025-May-29", - "useafter": "2022-01-01T00:00:00", - "apertures": [ - { - "id": "MIR_LRS-FIXEDSLIT", - "region_type": "target", - "bkg_order": 1, - "dispaxis": 2, - "xstart": 9, - "xstop": 16, - "use_source_posn": false, - "bkg_coeff": [ - [ - 0.5 - ], - [ - 6.5 - ], - [ - 20.5 - ], - [ - 26.5 - ] - ], - "bkg_fit": "poly", - "smoothing_length": 21 - }, - { - "id": "MIR_LRS-SLITLESS", - "region_type": "target", - "bkg_fit": "median", - "dispaxis": 2, - "xstart": 30, - "xstop": 41, - "bkg_coeff": [ - [ - 9.5 - ], - [ - 17.5 - ], - [ - 53.5 - ], - [ - 61.5 - ] - ], - "use_source_posn": false - } - ] -} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json deleted file mode 100644 index e31b25ddb..000000000 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json +++ /dev/null @@ -1,56 +0,0 @@ -{ - "reftype": "EXTRACT1D", - "instrument": "MIRI", - "telescope": "JWST", - "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", - "pedigree": "INFLIGHT 2022-06-01 2024-12-31", - "description": "MIRI LRS extraction params for in-flight data", - "author": "I.Wong", - "history": "2025-May-29", - "useafter": "2022-01-01T00:00:00", - "apertures": [ - { - "id": "MIR_LRS-FIXEDSLIT", - "region_type": "target", - "bkg_order": 0, - "dispaxis": 2, - "xstart": null, - "xstop": null, - "use_source_posn": true, - "independent_var": "wavelength", - "src_coeff": [ - [ - -2.4456187153704048, - -0.25795198029961014 - ], - [ - 2.4456187153704048, - 0.25795198029961014 - ] - ] - }, - { - "id": "MIR_LRS-SLITLESS", - "region_type": "target", - "bkg_fit": "median", - "dispaxis": 2, - "xstart": 30, - "xstop": 41, - "bkg_coeff": [ - [ - 9.5 - ], - [ - 17.5 - ], - [ - 53.5 - ], - [ - 61.5 - ] - ], - "use_source_posn": false - } - ] -} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json deleted file mode 100644 index eb90b65dd..000000000 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json +++ /dev/null @@ -1,45 +0,0 @@ -{ - "reftype": "EXTRACT1D", - "instrument": "MIRI", - "telescope": "JWST", - "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", - "pedigree": "INFLIGHT 2022-06-01 2024-12-31", - "description": "MIRI LRS extraction params for in-flight data", - "author": "I.Wong", - "history": "2025-May-29", - "useafter": "2022-01-01T00:00:00", - "apertures": [ - { - "id": "MIR_LRS-FIXEDSLIT", - "region_type": "target", - "bkg_order": 1, - "dispaxis": 2, - "xstart": 27, - "xstop": 34, - "bkg_fit": "poly" - }, - { - "id": "MIR_LRS-SLITLESS", - "region_type": "target", - "bkg_fit": "median", - "dispaxis": 2, - "xstart": 30, - "xstop": 41, - "bkg_coeff": [ - [ - 9.5 - ], - [ - 17.5 - ], - [ - 53.5 - ], - [ - 61.5 - ] - ], - "use_source_posn": false - } - ] -} \ No newline at end of file From 32999120002b8593584b4463101d26637291c866 Mon Sep 17 00:00:00 2001 From: Ian Wong Date: Sat, 31 Jan 2026 15:05:04 -0500 Subject: [PATCH 7/9] Minor fixes --- .../miri_lrs_slit_advanced_extraction.ipynb | 372 +++++++++--------- .../x1d_reffile_example1.json | 45 +++ .../x1d_reffile_example2a.json | 45 +++ .../x1d_reffile_example2b.json | 46 +++ .../x1d_reffile_example3a.json | 60 +++ .../x1d_reffile_example3b.json | 61 +++ .../x1d_reffile_example4.json | 56 +++ .../x1d_reffile_example5b.json | 45 +++ 8 files changed, 542 insertions(+), 188 deletions(-) create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json create mode 100644 notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb index 4893f4fc0..fad2b91d0 100644 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb @@ -16,9 +16,9 @@ "\n", "The ``extract_1d`` step uses the following inputs for its algorithm:\n", "- the spectral extraction reference file: this is a json-formatted file, available as a reference file from the [JWST Calibration Reference Data System (CRDS)](https://jwst-crds.stsci.edu)\n", - "- the bounding box: the ``assign_wcs`` step attaches a bounding box definition to the data, which defines the region over which a valid calibration is available. We will demonstrate below how to visualize this region. \n", + "- the bounding box: the ``assign_wcs`` step attaches a bounding box definition to the data, which defines the region over which a valid calibration is available.\n", "\n", - "Beyond simple boxcar extraction, the ``extract_1d`` step has the capability to perform more complex spectral extractions, which require the user to manually edit some of the parameters contained in the spectral extraction reference file and rerun the pipeline step. \n", + "Beyond simple boxcar extraction, the ``extract_1d`` step has the capability to perform more complex spectral extractions, which require the user to manually edit some of the parameters contained in the spectral extraction reference file and rerun the pipeline step. Of particular note is the ability to perform optimal spectral extraction, which can be activated using the newly added ``extraction_type`` parameter.\n", "\n", "**Data:**
    \n", "The data used in this notebook is an observation of the Type Ia supernova SN2021aefx, observed by Jha et al. in Program #2072 (Observation 1). These data were taken with zero exclusive access period and published in [Kwok et al 2023](https://ui.adsabs.harvard.edu/abs/2023ApJ...944L...3K/abstract). The relevant data files are located in the compressed ``data.zip`` file and will be automatically unpacked and placed in a subdirectory called ``data/``. The user can also manually specify a particular set of input files of their choice below.\n", @@ -144,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 2, "id": "08ddf5f7", "metadata": {}, "outputs": [ @@ -191,18 +191,10 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 3, "id": "305103d5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Unpacking Data\n" - ] - } - ], + "outputs": [], "source": [ "data_zip_file = 'data.zip'\n", "\n", @@ -264,7 +256,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/23872220.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/23872220.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig.show()\n" ] }, @@ -303,7 +295,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2913078293.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2913078293.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig2.show()\n" ] }, @@ -367,7 +359,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/3565125081.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/3565125081.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig.show()\n" ] }, @@ -542,7 +534,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2020159514.py:15: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2020159514.py:15: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig.show()\n" ] }, @@ -645,7 +637,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/1169779306.py:19: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/1169779306.py:19: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig4.show()\n" ] }, @@ -692,7 +684,9 @@ "To use the new modified reference file and customize the output filename for specificity, we pass two custom parameters to the step call:\n", "\n", "* ``output_file``: the custom output filename for this example (including an output filename renders the ``save_results`` parameter obsolete)\n", - "* ``override_extract1d``: (relative or absolute) path to the modified reference file we created above" + "* ``override_extract1d``: (relative or absolute) path to the modified reference file we created above\n", + "\n", + "Here, we also demonstrate the usage of the ``extraction_type`` parameter. By default, a boxcar extraction is performed, which can be explicitly set using ``extraction_type = 'box'``. This parameter is necessary when performing optimal spectral extraction (Example 5)." ] }, { @@ -710,9 +704,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "2025-12-17 13:31:16,643 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2025-12-17 13:31:16,682 - stpipe.step - INFO - Step Extract1dStep running with args (,).\n", - "2025-12-17 13:31:16,684 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + "2026-01-31 15:04:06,394 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2026-01-31 15:04:06,433 - stpipe.step - INFO - Step Extract1dStep running with args (,).\n", + "2026-01-31 15:04:06,436 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", " pre_hooks: []\n", " post_hooks: []\n", " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example1\n", @@ -759,25 +753,26 @@ " soss_bad_pix: masking\n", " soss_modelname: None\n", " soss_order_3: True\n", - "2025-12-17 13:31:16,690 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json\n", - "2025-12-17 13:31:16,698 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2025-12-17 13:31:16,706 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2025-12-17 13:31:16,757 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2025-12-17 13:31:16,757 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2025-12-17 13:31:16,759 - jwst.extract_1d.extract - INFO - Aperture start/stop: 25.00 -> 36.00 (inclusive)\n", - "2025-12-17 13:31:16,761 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2025-12-17 13:31:16,777 - jwst.extract_1d.spec_wcs - WARNING - Wavelengths are not strictly monotonic, inverse transform is not set\n", - "2025-12-17 13:31:16,926 - CRDS - INFO - Calibration SW Found: jwst 1.20.2 (/Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/jwst-1.20.2.dist-info)\n", - "2025-12-17 13:31:17,019 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2025-12-17 13:31:17,110 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example1_extract1dstep.fits\n", - "2025-12-17 13:31:17,110 - stpipe.step - INFO - Step Extract1dStep done\n", - "2025-12-17 13:31:17,111 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + "2026-01-31 15:04:06,441 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json\n", + "2026-01-31 15:04:06,450 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2026-01-31 15:04:06,459 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2026-01-31 15:04:06,514 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2026-01-31 15:04:06,514 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2026-01-31 15:04:06,516 - jwst.extract_1d.extract - INFO - Aperture start/stop: 25.00 -> 36.00 (inclusive)\n", + "2026-01-31 15:04:06,520 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2026-01-31 15:04:06,539 - jwst.extract_1d.spec_wcs - WARNING - Wavelengths are not strictly monotonic, inverse transform is not set\n", + "2026-01-31 15:04:06,691 - CRDS - INFO - Calibration SW Found: jwst 1.20.2 (/Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/jwst-1.20.2.dist-info)\n", + "2026-01-31 15:04:06,771 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2026-01-31 15:04:06,859 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example1_extract1dstep.fits\n", + "2026-01-31 15:04:06,859 - stpipe.step - INFO - Step Extract1dStep done\n", + "2026-01-31 15:04:06,860 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" ] } ], "source": [ "sp3_ex1 = Extract1dStep.call(l3_s2d, output_dir='data/', \n", - " output_file='lrs_slit_extract_example1', override_extract1d='x1d_reffile_example1.json')" + " output_file='lrs_slit_extract_example1', override_extract1d='x1d_reffile_example1.json',\n", + " extraction_type = 'box')" ] }, { @@ -798,7 +793,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/3136163026.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/3136163026.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig5.show()\n" ] }, @@ -886,7 +881,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/165406601.py:13: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/165406601.py:13: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig6.show()\n" ] }, @@ -940,9 +935,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "2025-12-17 13:31:17,380 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2025-12-17 13:31:17,421 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d.fits',).\n", - "2025-12-17 13:31:17,423 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + "2026-01-31 15:04:18,724 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2026-01-31 15:04:18,765 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d.fits',).\n", + "2026-01-31 15:04:18,767 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", " pre_hooks: []\n", " post_hooks: []\n", " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example2a\n", @@ -989,23 +984,23 @@ " soss_bad_pix: masking\n", " soss_modelname: None\n", " soss_order_3: True\n", - "2025-12-17 13:31:17,470 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json\n", - "2025-12-17 13:31:17,506 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2025-12-17 13:31:17,511 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2025-12-17 13:31:17,542 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2025-12-17 13:31:17,543 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2025-12-17 13:31:17,544 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", - "2025-12-17 13:31:17,545 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2025-12-17 13:31:17,709 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2025-12-17 13:31:17,769 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example2a_extract1dstep.fits\n", - "2025-12-17 13:31:17,769 - stpipe.step - INFO - Step Extract1dStep done\n", - "2025-12-17 13:31:17,770 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + "2026-01-31 15:04:18,813 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json\n", + "2026-01-31 15:04:18,849 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2026-01-31 15:04:18,854 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2026-01-31 15:04:18,886 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2026-01-31 15:04:18,886 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2026-01-31 15:04:18,888 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", + "2026-01-31 15:04:18,890 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2026-01-31 15:04:19,058 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2026-01-31 15:04:19,115 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example2a_extract1dstep.fits\n", + "2026-01-31 15:04:19,116 - stpipe.step - INFO - Step Extract1dStep done\n", + "2026-01-31 15:04:19,116 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" ] } ], "source": [ "sp2_ex2a = Extract1dStep.call(l2_s2d_file, output_dir='data/', output_file='lrs_slit_extract_example2a',\n", - " override_extract1d='x1d_reffile_example2a.json')" + " override_extract1d='x1d_reffile_example2a.json', extraction_type = 'box')" ] }, { @@ -1026,7 +1021,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/4204974081.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/4204974081.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig7.show()\n" ] }, @@ -1092,9 +1087,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "2025-12-17 13:31:17,892 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2025-12-17 13:31:17,939 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d.fits',).\n", - "2025-12-17 13:31:17,942 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + "2026-01-31 15:04:19,497 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2026-01-31 15:04:19,541 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d.fits',).\n", + "2026-01-31 15:04:19,543 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", " pre_hooks: []\n", " post_hooks: []\n", " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example2b\n", @@ -1141,27 +1136,27 @@ " soss_bad_pix: masking\n", " soss_modelname: None\n", " soss_order_3: True\n", - "2025-12-17 13:31:17,990 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json\n", - "2025-12-17 13:31:17,994 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2025-12-17 13:31:17,999 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2025-12-17 13:31:18,031 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2025-12-17 13:31:18,032 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2025-12-17 13:31:18,034 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", - "2025-12-17 13:31:18,040 - jwst.extract_1d.extract - INFO - Computed source location is 13.81, at pixel 193, wavelength 10.80\n", - "2025-12-17 13:31:18,041 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", - "2025-12-17 13:31:18,042 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is -16.69 pixels\n", - "2025-12-17 13:31:18,043 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from trace: 10.31 -> 17.31 (inclusive)\n", - "2025-12-17 13:31:18,044 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2025-12-17 13:31:18,207 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2025-12-17 13:31:18,263 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example2b_extract1dstep.fits\n", - "2025-12-17 13:31:18,263 - stpipe.step - INFO - Step Extract1dStep done\n", - "2025-12-17 13:31:18,263 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + "2026-01-31 15:04:19,590 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json\n", + "2026-01-31 15:04:19,594 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2026-01-31 15:04:19,598 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2026-01-31 15:04:19,629 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2026-01-31 15:04:19,629 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2026-01-31 15:04:19,631 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", + "2026-01-31 15:04:19,637 - jwst.extract_1d.extract - INFO - Computed source location is 13.81, at pixel 193, wavelength 10.80\n", + "2026-01-31 15:04:19,638 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", + "2026-01-31 15:04:19,639 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is -16.69 pixels\n", + "2026-01-31 15:04:19,640 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from trace: 10.31 -> 17.31 (inclusive)\n", + "2026-01-31 15:04:19,641 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2026-01-31 15:04:19,818 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2026-01-31 15:04:19,877 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example2b_extract1dstep.fits\n", + "2026-01-31 15:04:19,877 - stpipe.step - INFO - Step Extract1dStep done\n", + "2026-01-31 15:04:19,877 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" ] } ], "source": [ "sp2_ex2b = Extract1dStep.call(l2_s2d_file, output_dir='data/', output_file='lrs_slit_extract_example2b',\n", - " override_extract1d='x1d_reffile_example2b.json')" + " override_extract1d='x1d_reffile_example2b.json', extraction_type = 'box')" ] }, { @@ -1201,7 +1196,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/369118674.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/369118674.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig7.show()\n" ] }, @@ -1262,7 +1257,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/654790159.py:13: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/654790159.py:13: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig8.show()\n" ] }, @@ -1313,7 +1308,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2399789769.py:14: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2399789769.py:14: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig8.show()\n" ] }, @@ -1393,9 +1388,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "2025-12-17 13:31:18,574 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2025-12-17 13:31:18,623 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d_nobsub.fits',).\n", - "2025-12-17 13:31:18,626 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + "2026-01-31 15:04:21,520 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2026-01-31 15:04:21,601 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d_nobsub.fits',).\n", + "2026-01-31 15:04:21,603 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", " pre_hooks: []\n", " post_hooks: []\n", " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example3a\n", @@ -1442,25 +1437,25 @@ " soss_bad_pix: masking\n", " soss_modelname: None\n", " soss_order_3: True\n", - "2025-12-17 13:31:18,673 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json\n", - "2025-12-17 13:31:18,678 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2025-12-17 13:31:18,682 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2025-12-17 13:31:18,715 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2025-12-17 13:31:18,715 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2025-12-17 13:31:18,716 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", - "2025-12-17 13:31:18,718 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 1.00 -> 6.00 (inclusive)\n", - "2025-12-17 13:31:18,719 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 21.00 -> 26.00 (inclusive)\n", - "2025-12-17 13:31:18,721 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2025-12-17 13:31:18,895 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2025-12-17 13:31:18,951 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example3a_extract1dstep.fits\n", - "2025-12-17 13:31:18,952 - stpipe.step - INFO - Step Extract1dStep done\n", - "2025-12-17 13:31:18,952 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + "2026-01-31 15:04:21,653 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json\n", + "2026-01-31 15:04:21,658 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2026-01-31 15:04:21,662 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2026-01-31 15:04:21,694 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2026-01-31 15:04:21,694 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2026-01-31 15:04:21,696 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", + "2026-01-31 15:04:21,697 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 1.00 -> 6.00 (inclusive)\n", + "2026-01-31 15:04:21,698 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 21.00 -> 26.00 (inclusive)\n", + "2026-01-31 15:04:21,700 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2026-01-31 15:04:21,883 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2026-01-31 15:04:21,942 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example3a_extract1dstep.fits\n", + "2026-01-31 15:04:21,942 - stpipe.step - INFO - Step Extract1dStep done\n", + "2026-01-31 15:04:21,943 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" ] } ], "source": [ "sp2_ex3a = Extract1dStep.call(l2_s2d_file_nobsub, output_dir='data/', output_file='lrs_slit_extract_example3a',\n", - " override_extract1d='x1d_reffile_example3a.json')" + " override_extract1d='x1d_reffile_example3a.json', extraction_type = 'box')" ] }, { @@ -1481,7 +1476,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/3640758313.py:12: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/3640758313.py:12: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig9.show()\n" ] }, @@ -1555,9 +1550,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "2025-12-17 13:31:19,094 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2025-12-17 13:31:19,140 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d_nobsub.fits',).\n", - "2025-12-17 13:31:19,142 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + "2026-01-31 15:04:22,379 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2026-01-31 15:04:22,427 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d_nobsub.fits',).\n", + "2026-01-31 15:04:22,430 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", " pre_hooks: []\n", " post_hooks: []\n", " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example3b\n", @@ -1604,28 +1599,28 @@ " soss_bad_pix: masking\n", " soss_modelname: None\n", " soss_order_3: True\n", - "2025-12-17 13:31:19,191 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json\n", - "2025-12-17 13:31:19,196 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2025-12-17 13:31:19,200 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2025-12-17 13:31:19,232 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2025-12-17 13:31:19,233 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2025-12-17 13:31:19,234 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", - "2025-12-17 13:31:19,236 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 1.00 -> 6.00 (inclusive)\n", - "2025-12-17 13:31:19,237 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 21.00 -> 26.00 (inclusive)\n", - "2025-12-17 13:31:19,238 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2025-12-17 13:31:19,241 - py.warnings - WARNING - /Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/astropy/convolution/convolve.py:426: AstropyUserWarning: nan_treatment='interpolate', however, NaN values detected post convolution. A contiguous region of NaN values, larger than the kernel size, are present in the input array. Increase the kernel size to avoid this.\n", + "2026-01-31 15:04:22,477 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json\n", + "2026-01-31 15:04:22,481 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2026-01-31 15:04:22,486 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2026-01-31 15:04:22,518 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2026-01-31 15:04:22,519 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2026-01-31 15:04:22,520 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", + "2026-01-31 15:04:22,521 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 1.00 -> 6.00 (inclusive)\n", + "2026-01-31 15:04:22,522 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 21.00 -> 26.00 (inclusive)\n", + "2026-01-31 15:04:22,524 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2026-01-31 15:04:22,530 - py.warnings - WARNING - /Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/astropy/convolution/convolve.py:426: AstropyUserWarning: nan_treatment='interpolate', however, NaN values detected post convolution. A contiguous region of NaN values, larger than the kernel size, are present in the input array. Increase the kernel size to avoid this.\n", " warnings.warn(\n", "\n", - "2025-12-17 13:31:19,422 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2025-12-17 13:31:19,480 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example3b_extract1dstep.fits\n", - "2025-12-17 13:31:19,480 - stpipe.step - INFO - Step Extract1dStep done\n", - "2025-12-17 13:31:19,481 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + "2026-01-31 15:04:22,701 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2026-01-31 15:04:22,758 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example3b_extract1dstep.fits\n", + "2026-01-31 15:04:22,759 - stpipe.step - INFO - Step Extract1dStep done\n", + "2026-01-31 15:04:22,759 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" ] } ], "source": [ "sp2_ex3b = Extract1dStep.call(l2_s2d_file_nobsub, output_dir='data/', output_file='lrs_slit_extract_example3b',\n", - " override_extract1d='x1d_reffile_example3b.json')" + " override_extract1d='x1d_reffile_example3b.json', extraction_type = 'box')" ] }, { @@ -1638,7 +1633,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/1697654453.py:12: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/1697654453.py:12: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig9.show()\n" ] }, @@ -1739,18 +1734,18 @@ "metadata": {}, "outputs": [ { - "name": "stderr", + "name": "stdout", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2152325505.py:25: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig.show()\n" + "slope = 0.25795, intercept = 2.44562\n" ] }, { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "slope = 0.25795, intercept = 2.44562\n" + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2152325505.py:25: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig.show()\n" ] }, { @@ -1814,9 +1809,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "2025-12-17 13:31:19,688 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2025-12-17 13:31:19,742 - stpipe.step - INFO - Step Extract1dStep running with args (,).\n", - "2025-12-17 13:31:19,744 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + "2026-01-31 15:04:23,970 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2026-01-31 15:04:24,060 - stpipe.step - INFO - Step Extract1dStep running with args (,).\n", + "2026-01-31 15:04:24,063 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", " pre_hooks: []\n", " post_hooks: []\n", " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example4\n", @@ -1863,28 +1858,29 @@ " soss_bad_pix: masking\n", " soss_modelname: None\n", " soss_order_3: True\n", - "2025-12-17 13:31:19,750 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json\n", - "2025-12-17 13:31:19,759 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2025-12-17 13:31:19,768 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2025-12-17 13:31:19,819 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2025-12-17 13:31:19,820 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2025-12-17 13:31:19,822 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", - "2025-12-17 13:31:19,829 - jwst.extract_1d.extract - INFO - Computed source location is 30.97, at pixel 194, wavelength 10.79\n", - "2025-12-17 13:31:19,831 - jwst.extract_1d.extract - INFO - Mean nominal aperture start/stop from src_coeff: -4.60 -> 4.60 (inclusive)\n", - "2025-12-17 13:31:19,832 - jwst.extract_1d.extract - INFO - Nominal location is 2.38, so offset is 28.59 pixels\n", - "2025-12-17 13:31:19,833 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from src_coeff: 23.99 -> 33.19 (inclusive)\n", - "2025-12-17 13:31:19,835 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2025-12-17 13:31:19,850 - jwst.extract_1d.spec_wcs - WARNING - Wavelengths are not strictly monotonic, inverse transform is not set\n", - "2025-12-17 13:31:20,002 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2025-12-17 13:31:20,085 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example4_extract1dstep.fits\n", - "2025-12-17 13:31:20,086 - stpipe.step - INFO - Step Extract1dStep done\n", - "2025-12-17 13:31:20,086 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + "2026-01-31 15:04:24,070 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json\n", + "2026-01-31 15:04:24,079 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2026-01-31 15:04:24,089 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2026-01-31 15:04:24,139 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2026-01-31 15:04:24,140 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2026-01-31 15:04:24,142 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", + "2026-01-31 15:04:24,148 - jwst.extract_1d.extract - INFO - Computed source location is 30.97, at pixel 194, wavelength 10.79\n", + "2026-01-31 15:04:24,150 - jwst.extract_1d.extract - INFO - Mean nominal aperture start/stop from src_coeff: -4.60 -> 4.60 (inclusive)\n", + "2026-01-31 15:04:24,151 - jwst.extract_1d.extract - INFO - Nominal location is 2.38, so offset is 28.59 pixels\n", + "2026-01-31 15:04:24,152 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from src_coeff: 23.99 -> 33.19 (inclusive)\n", + "2026-01-31 15:04:24,154 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", + "2026-01-31 15:04:24,168 - jwst.extract_1d.spec_wcs - WARNING - Wavelengths are not strictly monotonic, inverse transform is not set\n", + "2026-01-31 15:04:24,321 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2026-01-31 15:04:24,397 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example4_extract1dstep.fits\n", + "2026-01-31 15:04:24,397 - stpipe.step - INFO - Step Extract1dStep done\n", + "2026-01-31 15:04:24,398 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" ] } ], "source": [ "sp3_ex4 = Extract1dStep.call(l3_s2d, output_dir='data/', \n", - " output_file='lrs_slit_extract_example4', override_extract1d='x1d_reffile_example4.json')" + " output_file='lrs_slit_extract_example4', override_extract1d='x1d_reffile_example4.json',\n", + " extraction_type = 'box')" ] }, { @@ -1905,7 +1901,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/1623418189.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/1623418189.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig10.show()\n" ] }, @@ -1950,7 +1946,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/740784409.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/740784409.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig11.show()\n" ] }, @@ -2005,7 +2001,7 @@ "\n", "Currently, the optimal spectral extraction option in ``extract_1d`` only allows for unrectified spectral images of the full detector (i.e., ``cal`` files).\n", "\n", - "The parameter settings for activating optimal spectral extraction are step parameters that must be passed to the ``extract_1d`` call, as opposed to settings contained in the ``extract_1d`` reference file. Let's examine the relevant parameter settings:\n", + "Optimal spectral extraction typically does not utilize the aperture and background subtraction information contained within the ``extract_1d`` reference file. Instead, control over the extraction process is handled directly via parameter settings that must be passed directly to the ``extract_1d`` call. Let's examine the relevant parameter settings:\n", "\n", "* ``extraction_type``: this is the crucial toggle that instructs the ``extract_1d`` algorithm to carry out optimal spectral extraction; 'box' is the default setting, which we implicitly used for all of the other examples in this notebook.\n", "* ``use_source_posn`` (True/False/None): setting this to True is recommended, which allows the pipeline to carry out a first-order adjustment of the PSF model to align it with the expected location of the target along the slit; this setting has the same function as the analogous one contained in the ``extract_1d`` reference file.\n", @@ -2029,9 +2025,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "2025-12-17 13:31:20,290 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2025-12-17 13:31:20,342 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_cal.fits',).\n", - "2025-12-17 13:31:20,344 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + "2026-01-31 15:04:25,859 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2026-01-31 15:04:25,924 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_cal.fits',).\n", + "2026-01-31 15:04:25,927 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", " pre_hooks: []\n", " post_hooks: []\n", " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example5a\n", @@ -2078,25 +2074,25 @@ " soss_bad_pix: masking\n", " soss_modelname: None\n", " soss_order_3: True\n", - "2025-12-17 13:31:20,450 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_extract1d_0007.json\n", - "2025-12-17 13:31:20,454 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2025-12-17 13:31:20,459 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2025-12-17 13:31:20,459 - jwst.extract_1d.extract - WARNING - Turning off aperture correction for optimal extraction\n", - "2025-12-17 13:31:20,481 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2025-12-17 13:31:20,482 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2025-12-17 13:31:20,494 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", - "2025-12-17 13:31:20,509 - jwst.extract_1d.extract - INFO - Computed source location is 316.01, at pixel 200, wavelength 10.79\n", - "2025-12-17 13:31:20,519 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", - "2025-12-17 13:31:20,521 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is 285.51 pixels\n", - "2025-12-17 13:31:20,543 - jwst.extract_1d.psf_profile - INFO - Optimizing trace locations\n", - "2025-12-17 13:31:21,760 - jwst.extract_1d.psf_profile - INFO - Centering profile on spectrum at 315.34, wavelength 10.79\n", - "2025-12-17 13:31:21,761 - jwst.extract_1d.psf_profile - INFO - Also modeling a negative trace at 332.46 (offset: -17.12)\n", - "2025-12-17 13:31:22,123 - jwst.extract_1d.extract_1d_step - INFO - Saving scene_model data/lrs_slit_extract_example5a_scene_model.fits\n", - "2025-12-17 13:31:22,171 - jwst.extract_1d.extract_1d_step - INFO - Saving residual data/lrs_slit_extract_example5a_residual.fits\n", - "2025-12-17 13:31:22,226 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2025-12-17 13:31:22,293 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example5a_extract1dstep.fits\n", - "2025-12-17 13:31:22,293 - stpipe.step - INFO - Step Extract1dStep done\n", - "2025-12-17 13:31:22,293 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + "2026-01-31 15:04:26,033 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_extract1d_0007.json\n", + "2026-01-31 15:04:26,039 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2026-01-31 15:04:26,047 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2026-01-31 15:04:26,048 - jwst.extract_1d.extract - WARNING - Turning off aperture correction for optimal extraction\n", + "2026-01-31 15:04:26,075 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2026-01-31 15:04:26,076 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2026-01-31 15:04:26,089 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", + "2026-01-31 15:04:26,106 - jwst.extract_1d.extract - INFO - Computed source location is 316.01, at pixel 200, wavelength 10.79\n", + "2026-01-31 15:04:26,119 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", + "2026-01-31 15:04:26,122 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is 285.51 pixels\n", + "2026-01-31 15:04:26,148 - jwst.extract_1d.psf_profile - INFO - Optimizing trace locations\n", + "2026-01-31 15:04:27,325 - jwst.extract_1d.psf_profile - INFO - Centering profile on spectrum at 315.34, wavelength 10.79\n", + "2026-01-31 15:04:27,326 - jwst.extract_1d.psf_profile - INFO - Also modeling a negative trace at 332.46 (offset: -17.12)\n", + "2026-01-31 15:04:27,678 - jwst.extract_1d.extract_1d_step - INFO - Saving scene_model data/lrs_slit_extract_example5a_scene_model.fits\n", + "2026-01-31 15:04:27,725 - jwst.extract_1d.extract_1d_step - INFO - Saving residual data/lrs_slit_extract_example5a_residual.fits\n", + "2026-01-31 15:04:27,770 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2026-01-31 15:04:27,826 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example5a_extract1dstep.fits\n", + "2026-01-31 15:04:27,826 - stpipe.step - INFO - Step Extract1dStep done\n", + "2026-01-31 15:04:27,826 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" ] } ], @@ -2132,7 +2128,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/757253948.py:18: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/757253948.py:18: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig12.show()\n" ] }, @@ -2188,7 +2184,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/2205233284.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2205233284.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig13.show()\n" ] }, @@ -2272,9 +2268,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "2025-12-17 13:31:22,889 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2025-12-17 13:31:22,943 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_cal_nobsub.fits',).\n", - "2025-12-17 13:31:22,945 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", + "2026-01-31 15:04:28,491 - stpipe.step - INFO - Extract1dStep instance created.\n", + "2026-01-31 15:04:28,543 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_cal_nobsub.fits',).\n", + "2026-01-31 15:04:28,546 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", " pre_hooks: []\n", " post_hooks: []\n", " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example5b\n", @@ -2321,24 +2317,24 @@ " soss_bad_pix: masking\n", " soss_modelname: None\n", " soss_order_3: True\n", - "2025-12-17 13:31:23,044 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json\n", - "2025-12-17 13:31:23,049 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2025-12-17 13:31:23,054 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2025-12-17 13:31:23,055 - jwst.extract_1d.extract - WARNING - Turning off aperture correction for optimal extraction\n", - "2025-12-17 13:31:23,078 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2025-12-17 13:31:23,078 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2025-12-17 13:31:23,087 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", - "2025-12-17 13:31:23,104 - jwst.extract_1d.extract - INFO - Computed source location is 316.01, at pixel 200, wavelength 10.79\n", - "2025-12-17 13:31:23,111 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", - "2025-12-17 13:31:23,114 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is 285.51 pixels\n", - "2025-12-17 13:31:23,128 - jwst.extract_1d.psf_profile - INFO - Optimizing trace locations\n", - "2025-12-17 13:31:23,431 - jwst.extract_1d.psf_profile - INFO - Centering profile on spectrum at 315.34, wavelength 10.79\n", - "2025-12-17 13:31:23,783 - jwst.extract_1d.extract_1d_step - INFO - Saving scene_model data/lrs_slit_extract_example5b_scene_model.fits\n", - "2025-12-17 13:31:23,832 - jwst.extract_1d.extract_1d_step - INFO - Saving residual data/lrs_slit_extract_example5b_residual.fits\n", - "2025-12-17 13:31:23,879 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2025-12-17 13:31:23,935 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example5b_extract1dstep.fits\n", - "2025-12-17 13:31:23,936 - stpipe.step - INFO - Step Extract1dStep done\n", - "2025-12-17 13:31:23,936 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" + "2026-01-31 15:04:28,644 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json\n", + "2026-01-31 15:04:28,649 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", + "2026-01-31 15:04:28,653 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", + "2026-01-31 15:04:28,654 - jwst.extract_1d.extract - WARNING - Turning off aperture correction for optimal extraction\n", + "2026-01-31 15:04:28,676 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", + "2026-01-31 15:04:28,676 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", + "2026-01-31 15:04:28,686 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", + "2026-01-31 15:04:28,700 - jwst.extract_1d.extract - INFO - Computed source location is 316.01, at pixel 200, wavelength 10.79\n", + "2026-01-31 15:04:28,706 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", + "2026-01-31 15:04:28,709 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is 285.51 pixels\n", + "2026-01-31 15:04:28,722 - jwst.extract_1d.psf_profile - INFO - Optimizing trace locations\n", + "2026-01-31 15:04:28,998 - jwst.extract_1d.psf_profile - INFO - Centering profile on spectrum at 315.34, wavelength 10.79\n", + "2026-01-31 15:04:29,351 - jwst.extract_1d.extract_1d_step - INFO - Saving scene_model data/lrs_slit_extract_example5b_scene_model.fits\n", + "2026-01-31 15:04:29,400 - jwst.extract_1d.extract_1d_step - INFO - Saving residual data/lrs_slit_extract_example5b_residual.fits\n", + "2026-01-31 15:04:29,448 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", + "2026-01-31 15:04:29,503 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example5b_extract1dstep.fits\n", + "2026-01-31 15:04:29,504 - stpipe.step - INFO - Step Extract1dStep done\n", + "2026-01-31 15:04:29,504 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" ] } ], @@ -2365,7 +2361,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/444863612.py:18: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/444863612.py:18: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig14.show()\n" ] }, @@ -2421,7 +2417,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_34091/946091776.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/946091776.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " fig15.show()\n" ] }, diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json new file mode 100644 index 000000000..5fa730cde --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json @@ -0,0 +1,45 @@ +{ + "reftype": "EXTRACT1D", + "instrument": "MIRI", + "telescope": "JWST", + "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", + "pedigree": "INFLIGHT 2022-06-01 2024-12-31", + "description": "MIRI LRS extraction params for in-flight data", + "author": "I.Wong", + "history": "2025-May-29", + "useafter": "2022-01-01T00:00:00", + "apertures": [ + { + "id": "MIR_LRS-FIXEDSLIT", + "region_type": "target", + "bkg_order": 0, + "dispaxis": 2, + "xstart": 25, + "xstop": 36, + "use_source_posn": false + }, + { + "id": "MIR_LRS-SLITLESS", + "region_type": "target", + "bkg_fit": "median", + "dispaxis": 2, + "xstart": 30, + "xstop": 41, + "bkg_coeff": [ + [ + 9.5 + ], + [ + 17.5 + ], + [ + 53.5 + ], + [ + 61.5 + ] + ], + "use_source_posn": false + } + ] +} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json new file mode 100644 index 000000000..f324248f5 --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json @@ -0,0 +1,45 @@ +{ + "reftype": "EXTRACT1D", + "instrument": "MIRI", + "telescope": "JWST", + "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", + "pedigree": "INFLIGHT 2022-06-01 2024-12-31", + "description": "MIRI LRS extraction params for in-flight data", + "author": "I.Wong", + "history": "2025-May-29", + "useafter": "2022-01-01T00:00:00", + "apertures": [ + { + "id": "MIR_LRS-FIXEDSLIT", + "region_type": "target", + "bkg_order": 0, + "dispaxis": 2, + "xstart": 9, + "xstop": 16, + "use_source_posn": false + }, + { + "id": "MIR_LRS-SLITLESS", + "region_type": "target", + "bkg_fit": "median", + "dispaxis": 2, + "xstart": 30, + "xstop": 41, + "bkg_coeff": [ + [ + 9.5 + ], + [ + 17.5 + ], + [ + 53.5 + ], + [ + 61.5 + ] + ], + "use_source_posn": false + } + ] +} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json new file mode 100644 index 000000000..160683677 --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json @@ -0,0 +1,46 @@ +{ + "reftype": "EXTRACT1D", + "instrument": "MIRI", + "telescope": "JWST", + "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", + "pedigree": "INFLIGHT 2022-06-01 2024-12-31", + "description": "MIRI LRS extraction params for in-flight data", + "author": "I.Wong", + "history": "2025-May-29", + "useafter": "2022-01-01T00:00:00", + "apertures": [ + { + "id": "MIR_LRS-FIXEDSLIT", + "region_type": "target", + "bkg_order": 0, + "dispaxis": 2, + "xstart": 27, + "xstop": 34, + "use_source_posn": true, + "extract_width": 8 + }, + { + "id": "MIR_LRS-SLITLESS", + "region_type": "target", + "bkg_fit": "median", + "dispaxis": 2, + "xstart": 30, + "xstop": 41, + "bkg_coeff": [ + [ + 9.5 + ], + [ + 17.5 + ], + [ + 53.5 + ], + [ + 61.5 + ] + ], + "use_source_posn": false + } + ] +} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json new file mode 100644 index 000000000..d22d9d77e --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json @@ -0,0 +1,60 @@ +{ + "reftype": "EXTRACT1D", + "instrument": "MIRI", + "telescope": "JWST", + "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", + "pedigree": "INFLIGHT 2022-06-01 2024-12-31", + "description": "MIRI LRS extraction params for in-flight data", + "author": "I.Wong", + "history": "2025-May-29", + "useafter": "2022-01-01T00:00:00", + "apertures": [ + { + "id": "MIR_LRS-FIXEDSLIT", + "region_type": "target", + "bkg_order": 1, + "dispaxis": 2, + "xstart": 9, + "xstop": 16, + "use_source_posn": false, + "bkg_coeff": [ + [ + 0.5 + ], + [ + 6.5 + ], + [ + 20.5 + ], + [ + 26.5 + ] + ], + "bkg_fit": "poly" + }, + { + "id": "MIR_LRS-SLITLESS", + "region_type": "target", + "bkg_fit": "median", + "dispaxis": 2, + "xstart": 30, + "xstop": 41, + "bkg_coeff": [ + [ + 9.5 + ], + [ + 17.5 + ], + [ + 53.5 + ], + [ + 61.5 + ] + ], + "use_source_posn": false + } + ] +} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json new file mode 100644 index 000000000..4cddc3892 --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json @@ -0,0 +1,61 @@ +{ + "reftype": "EXTRACT1D", + "instrument": "MIRI", + "telescope": "JWST", + "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", + "pedigree": "INFLIGHT 2022-06-01 2024-12-31", + "description": "MIRI LRS extraction params for in-flight data", + "author": "I.Wong", + "history": "2025-May-29", + "useafter": "2022-01-01T00:00:00", + "apertures": [ + { + "id": "MIR_LRS-FIXEDSLIT", + "region_type": "target", + "bkg_order": 1, + "dispaxis": 2, + "xstart": 9, + "xstop": 16, + "use_source_posn": false, + "bkg_coeff": [ + [ + 0.5 + ], + [ + 6.5 + ], + [ + 20.5 + ], + [ + 26.5 + ] + ], + "bkg_fit": "poly", + "smoothing_length": 21 + }, + { + "id": "MIR_LRS-SLITLESS", + "region_type": "target", + "bkg_fit": "median", + "dispaxis": 2, + "xstart": 30, + "xstop": 41, + "bkg_coeff": [ + [ + 9.5 + ], + [ + 17.5 + ], + [ + 53.5 + ], + [ + 61.5 + ] + ], + "use_source_posn": false + } + ] +} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json new file mode 100644 index 000000000..e31b25ddb --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json @@ -0,0 +1,56 @@ +{ + "reftype": "EXTRACT1D", + "instrument": "MIRI", + "telescope": "JWST", + "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", + "pedigree": "INFLIGHT 2022-06-01 2024-12-31", + "description": "MIRI LRS extraction params for in-flight data", + "author": "I.Wong", + "history": "2025-May-29", + "useafter": "2022-01-01T00:00:00", + "apertures": [ + { + "id": "MIR_LRS-FIXEDSLIT", + "region_type": "target", + "bkg_order": 0, + "dispaxis": 2, + "xstart": null, + "xstop": null, + "use_source_posn": true, + "independent_var": "wavelength", + "src_coeff": [ + [ + -2.4456187153704048, + -0.25795198029961014 + ], + [ + 2.4456187153704048, + 0.25795198029961014 + ] + ] + }, + { + "id": "MIR_LRS-SLITLESS", + "region_type": "target", + "bkg_fit": "median", + "dispaxis": 2, + "xstart": 30, + "xstop": 41, + "bkg_coeff": [ + [ + 9.5 + ], + [ + 17.5 + ], + [ + 53.5 + ], + [ + 61.5 + ] + ], + "use_source_posn": false + } + ] +} \ No newline at end of file diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json new file mode 100644 index 000000000..eb90b65dd --- /dev/null +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json @@ -0,0 +1,45 @@ +{ + "reftype": "EXTRACT1D", + "instrument": "MIRI", + "telescope": "JWST", + "exp_type": "MIR_LRS-FIXEDSLIT|MIR_LRS-SLITLESS", + "pedigree": "INFLIGHT 2022-06-01 2024-12-31", + "description": "MIRI LRS extraction params for in-flight data", + "author": "I.Wong", + "history": "2025-May-29", + "useafter": "2022-01-01T00:00:00", + "apertures": [ + { + "id": "MIR_LRS-FIXEDSLIT", + "region_type": "target", + "bkg_order": 1, + "dispaxis": 2, + "xstart": 27, + "xstop": 34, + "bkg_fit": "poly" + }, + { + "id": "MIR_LRS-SLITLESS", + "region_type": "target", + "bkg_fit": "median", + "dispaxis": 2, + "xstart": 30, + "xstop": 41, + "bkg_coeff": [ + [ + 9.5 + ], + [ + 17.5 + ], + [ + 53.5 + ], + [ + 61.5 + ] + ], + "use_source_posn": false + } + ] +} \ No newline at end of file From 246ebf6f37cdc49b1841893515e9c7908079f2cf Mon Sep 17 00:00:00 2001 From: Clare Shanahan Date: Tue, 10 Feb 2026 18:19:34 -0500 Subject: [PATCH 8/9] clear outputs --- .../miri_lrs_slit_advanced_extraction.ipynb | 1176 ++--------------- 1 file changed, 81 insertions(+), 1095 deletions(-) diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb index fad2b91d0..17da50062 100644 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb @@ -101,19 +101,10 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "3a130dd2", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CRDS local filepath: /Users/iwong/crds_cache\n", - "CRDS file server: https://jwst-crds.stsci.edu\n" - ] - } - ], + "outputs": [], "source": [ "import os\n", "\n", @@ -144,18 +135,10 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "08ddf5f7", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Using JWST calibration pipeline version 1.20.2\n" - ] - } - ], + "outputs": [], "source": [ "%matplotlib inline\n", "import urllib\n", @@ -191,7 +174,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "305103d5", "metadata": {}, "outputs": [], @@ -229,7 +212,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "a8332ad6-5f5a-4d03-bd7b-7120b8c0d6b5", "metadata": {}, "outputs": [], @@ -248,29 +231,10 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "a8012bfa", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/23872220.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "

    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "l3_s2d = datamodels.open(l3_s2d_file)\n", "\n", @@ -285,31 +249,12 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "c51f421b", "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2913078293.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig2.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "l3_spec = datamodels.open(l3_x1d_file)\n", "\n", @@ -332,7 +277,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "663e3cf4-d0d5-4d53-bd2e-d754b33a4cad", "metadata": {}, "outputs": [], @@ -351,29 +296,10 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "3632c827-e3e9-485a-806c-8c6d2d4eb7ca", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/3565125081.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "l2_s2d_nobsub = datamodels.open(l2_s2d_file_nobsub)\n", "\n", @@ -396,7 +322,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "815827a8-9f48-430c-aa55-557a70c6e70c", "metadata": {}, "outputs": [], @@ -429,20 +355,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "f0574ee0-84a0-4fa8-ae54-d7b6ca34a7a7", "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Spectral extraction reference file used: crds://jwst_miri_extract1d_0007.json\n" - ] - } - ], + "outputs": [], "source": [ "print(f'Spectral extraction reference file used: {l3_spec.meta.ref_file.extract1d.name}')" ] @@ -457,7 +375,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "95f20a0a-0f24-4d4b-8480-2c37574ad6e8", "metadata": { "scrolled": true, @@ -465,24 +383,7 @@ "scroll-output" ] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "CRDS - INFO - Calibration SW Found: jwst 1.20.2 (/Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/jwst-1.20.2.dist-info)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Settings for SLIT data: {'id': 'MIR_LRS-FIXEDSLIT', 'region_type': 'target', 'bkg_order': 0, 'dispaxis': 2, 'xstart': 27, 'xstop': 34}\n", - " \n", - "Settings for SLITLESS data: {'id': 'MIR_LRS-SLITLESS', 'region_type': 'target', 'bkg_fit': 'median', 'dispaxis': 2, 'xstart': 30, 'xstop': 41, 'bkg_coeff': [[9.5], [17.5], [53.5], [61.5]], 'use_source_posn': False}\n" - ] - } - ], + "outputs": [], "source": [ "file_path = l3_x1d_file\n", "with fits.open(file_path) as hdul:\n", @@ -526,29 +427,10 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "703f59cd", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2020159514.py:15: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "xstart = x1dref_default['apertures'][0]['xstart']\n", "xstop = x1dref_default['apertures'][0]['xstop']\n", @@ -589,18 +471,10 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "06dc8eb5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "New xstart, xstop values = 25, 36\n" - ] - } - ], + "outputs": [], "source": [ "xstart2 = xstart - 2\n", "xstop2 = xstop + 2\n", @@ -629,29 +503,10 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "5bc85413", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/1169779306.py:19: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig4.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ap_width2 = xstop2 - xstart2 + 1\n", "x1d_rect1 = Rectangle(xy=(xstart, 0), width=ap_width, height=ap_height, angle=0., edgecolor='red',\n", @@ -691,7 +546,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "7304f758", "metadata": { "scrolled": true, @@ -699,76 +554,7 @@ "scroll-output" ] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2026-01-31 15:04:06,394 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2026-01-31 15:04:06,433 - stpipe.step - INFO - Step Extract1dStep running with args (,).\n", - "2026-01-31 15:04:06,436 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", - " pre_hooks: []\n", - " post_hooks: []\n", - " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example1\n", - " output_dir: data/\n", - " output_ext: .fits\n", - " output_use_model: False\n", - " output_use_index: True\n", - " save_results: False\n", - " skip: False\n", - " suffix: None\n", - " search_output_file: True\n", - " input_dir: ''\n", - " subtract_background: None\n", - " apply_apcorr: True\n", - " extraction_type: box\n", - " use_source_posn: None\n", - " position_offset: 0.0\n", - " model_nod_pair: True\n", - " optimize_psf_location: True\n", - " smoothing_length: None\n", - " bkg_fit: None\n", - " bkg_order: None\n", - " log_increment: 50\n", - " save_profile: False\n", - " save_scene_model: False\n", - " save_residual_image: False\n", - " center_xy: None\n", - " ifu_autocen: False\n", - " bkg_sigma_clip: 3.0\n", - " ifu_rfcorr: True\n", - " ifu_set_srctype: None\n", - " ifu_rscale: None\n", - " ifu_covar_scale: 1.0\n", - " soss_atoca: True\n", - " soss_threshold: 0.01\n", - " soss_n_os: 2\n", - " soss_wave_grid_in: None\n", - " soss_wave_grid_out: None\n", - " soss_estimate: None\n", - " soss_rtol: 0.0001\n", - " soss_max_grid_size: 20000\n", - " soss_tikfac: None\n", - " soss_width: 40.0\n", - " soss_bad_pix: masking\n", - " soss_modelname: None\n", - " soss_order_3: True\n", - "2026-01-31 15:04:06,441 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example1.json\n", - "2026-01-31 15:04:06,450 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2026-01-31 15:04:06,459 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2026-01-31 15:04:06,514 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2026-01-31 15:04:06,514 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2026-01-31 15:04:06,516 - jwst.extract_1d.extract - INFO - Aperture start/stop: 25.00 -> 36.00 (inclusive)\n", - "2026-01-31 15:04:06,520 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2026-01-31 15:04:06,539 - jwst.extract_1d.spec_wcs - WARNING - Wavelengths are not strictly monotonic, inverse transform is not set\n", - "2026-01-31 15:04:06,691 - CRDS - INFO - Calibration SW Found: jwst 1.20.2 (/Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/jwst-1.20.2.dist-info)\n", - "2026-01-31 15:04:06,771 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2026-01-31 15:04:06,859 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example1_extract1dstep.fits\n", - "2026-01-31 15:04:06,859 - stpipe.step - INFO - Step Extract1dStep done\n", - "2026-01-31 15:04:06,860 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" - ] - } - ], + "outputs": [], "source": [ "sp3_ex1 = Extract1dStep.call(l3_s2d, output_dir='data/', \n", " output_file='lrs_slit_extract_example1', override_extract1d='x1d_reffile_example1.json',\n", @@ -785,29 +571,10 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "91ebfc64", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/3136163026.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig5.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig5, ax5 = plt.subplots(figsize=[12, 4])\n", "ax5.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='8-px aperture')\n", @@ -842,7 +609,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "8a8cf793", "metadata": {}, "outputs": [], @@ -852,7 +619,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "55c81453", "metadata": {}, "outputs": [], @@ -873,29 +640,10 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "fe340506", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/165406601.py:13: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig6.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ap_width3 = xstop3 - xstart3 + 1\n", "x1d_rect3 = Rectangle(xy=(xstart3, 0), width=ap_width3, height=ap_height, angle=0., edgecolor='red',\n", @@ -922,7 +670,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "3b0b287b", "metadata": { "scrolled": true, @@ -930,74 +678,7 @@ "scroll-output" ] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2026-01-31 15:04:18,724 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2026-01-31 15:04:18,765 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d.fits',).\n", - "2026-01-31 15:04:18,767 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", - " pre_hooks: []\n", - " post_hooks: []\n", - " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example2a\n", - " output_dir: data/\n", - " output_ext: .fits\n", - " output_use_model: False\n", - " output_use_index: True\n", - " save_results: False\n", - " skip: False\n", - " suffix: None\n", - " search_output_file: True\n", - " input_dir: ''\n", - " subtract_background: None\n", - " apply_apcorr: True\n", - " extraction_type: box\n", - " use_source_posn: None\n", - " position_offset: 0.0\n", - " model_nod_pair: True\n", - " optimize_psf_location: True\n", - " smoothing_length: None\n", - " bkg_fit: None\n", - " bkg_order: None\n", - " log_increment: 50\n", - " save_profile: False\n", - " save_scene_model: False\n", - " save_residual_image: False\n", - " center_xy: None\n", - " ifu_autocen: False\n", - " bkg_sigma_clip: 3.0\n", - " ifu_rfcorr: True\n", - " ifu_set_srctype: None\n", - " ifu_rscale: None\n", - " ifu_covar_scale: 1.0\n", - " soss_atoca: True\n", - " soss_threshold: 0.01\n", - " soss_n_os: 2\n", - " soss_wave_grid_in: None\n", - " soss_wave_grid_out: None\n", - " soss_estimate: None\n", - " soss_rtol: 0.0001\n", - " soss_max_grid_size: 20000\n", - " soss_tikfac: None\n", - " soss_width: 40.0\n", - " soss_bad_pix: masking\n", - " soss_modelname: None\n", - " soss_order_3: True\n", - "2026-01-31 15:04:18,813 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2a.json\n", - "2026-01-31 15:04:18,849 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2026-01-31 15:04:18,854 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2026-01-31 15:04:18,886 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2026-01-31 15:04:18,886 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2026-01-31 15:04:18,888 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", - "2026-01-31 15:04:18,890 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2026-01-31 15:04:19,058 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2026-01-31 15:04:19,115 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example2a_extract1dstep.fits\n", - "2026-01-31 15:04:19,116 - stpipe.step - INFO - Step Extract1dStep done\n", - "2026-01-31 15:04:19,116 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" - ] - } - ], + "outputs": [], "source": [ "sp2_ex2a = Extract1dStep.call(l2_s2d_file, output_dir='data/', output_file='lrs_slit_extract_example2a',\n", " override_extract1d='x1d_reffile_example2a.json', extraction_type = 'box')" @@ -1013,29 +694,10 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "ce8eccfb", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/4204974081.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig7.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig7, ax7 = plt.subplots(figsize=[12, 4])\n", "ax7.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='default location (nods combined)')\n", @@ -1060,7 +722,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "e3e1d69d-f1e2-47f6-8c0d-5ce280c2a677", "metadata": {}, "outputs": [], @@ -1077,83 +739,12 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "af8819cd-07c7-48ff-b33e-3a91ad054957", "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2026-01-31 15:04:19,497 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2026-01-31 15:04:19,541 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d.fits',).\n", - "2026-01-31 15:04:19,543 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", - " pre_hooks: []\n", - " post_hooks: []\n", - " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example2b\n", - " output_dir: data/\n", - " output_ext: .fits\n", - " output_use_model: False\n", - " output_use_index: True\n", - " save_results: False\n", - " skip: False\n", - " suffix: None\n", - " search_output_file: True\n", - " input_dir: ''\n", - " subtract_background: None\n", - " apply_apcorr: True\n", - " extraction_type: box\n", - " use_source_posn: None\n", - " position_offset: 0.0\n", - " model_nod_pair: True\n", - " optimize_psf_location: True\n", - " smoothing_length: None\n", - " bkg_fit: None\n", - " bkg_order: None\n", - " log_increment: 50\n", - " save_profile: False\n", - " save_scene_model: False\n", - " save_residual_image: False\n", - " center_xy: None\n", - " ifu_autocen: False\n", - " bkg_sigma_clip: 3.0\n", - " ifu_rfcorr: True\n", - " ifu_set_srctype: None\n", - " ifu_rscale: None\n", - " ifu_covar_scale: 1.0\n", - " soss_atoca: True\n", - " soss_threshold: 0.01\n", - " soss_n_os: 2\n", - " soss_wave_grid_in: None\n", - " soss_wave_grid_out: None\n", - " soss_estimate: None\n", - " soss_rtol: 0.0001\n", - " soss_max_grid_size: 20000\n", - " soss_tikfac: None\n", - " soss_width: 40.0\n", - " soss_bad_pix: masking\n", - " soss_modelname: None\n", - " soss_order_3: True\n", - "2026-01-31 15:04:19,590 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example2b.json\n", - "2026-01-31 15:04:19,594 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2026-01-31 15:04:19,598 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2026-01-31 15:04:19,629 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2026-01-31 15:04:19,629 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2026-01-31 15:04:19,631 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", - "2026-01-31 15:04:19,637 - jwst.extract_1d.extract - INFO - Computed source location is 13.81, at pixel 193, wavelength 10.80\n", - "2026-01-31 15:04:19,638 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", - "2026-01-31 15:04:19,639 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is -16.69 pixels\n", - "2026-01-31 15:04:19,640 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from trace: 10.31 -> 17.31 (inclusive)\n", - "2026-01-31 15:04:19,641 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2026-01-31 15:04:19,818 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2026-01-31 15:04:19,877 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example2b_extract1dstep.fits\n", - "2026-01-31 15:04:19,877 - stpipe.step - INFO - Step Extract1dStep done\n", - "2026-01-31 15:04:19,877 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" - ] - } - ], + "outputs": [], "source": [ "sp2_ex2b = Extract1dStep.call(l2_s2d_file, output_dir='data/', output_file='lrs_slit_extract_example2b',\n", " override_extract1d='x1d_reffile_example2b.json', extraction_type = 'box')" @@ -1169,18 +760,10 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "id": "be26c2c0-1a22-4f87-9c3b-6d3caa316778", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "xstart, xstop values (1-indexed) = 11.313, 18.313\n" - ] - } - ], + "outputs": [], "source": [ "xstart4, xstop4 = sp2_ex2b.spec[0].extraction_xstart, sp2_ex2b.spec[0].extraction_xstop\n", "print('xstart, xstop values (1-indexed) = {0:.3f}, {1:.3f}'.format(xstart4, xstop4))" @@ -1188,29 +771,10 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "3cd62fb6-447c-4b3b-bd54-89d5b827129b", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/369118674.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig7.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig7, ax7 = plt.subplots(figsize=[12, 4])\n", "ax7.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='default location (nods combined)')\n", @@ -1249,29 +813,10 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "b4ea99ea", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/654790159.py:13: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig8.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "l2_s2d_nobsub = datamodels.open(l2_s2d_file_nobsub)\n", "\n", @@ -1300,29 +845,10 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "id": "a0344b30-c200-491b-8b48-7a39d310be39", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2399789769.py:14: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig8.show()\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig8, ax8 = plt.subplots(figsize=[8, 4])\n", "ncols = np.shape(l2_s2d_nobsub.data)[1]\n", @@ -1354,7 +880,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "id": "1238d6c9", "metadata": {}, "outputs": [], @@ -1375,7 +901,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "id": "ac0d2746", "metadata": { "scrolled": true, @@ -1383,76 +909,7 @@ "scroll-output" ] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2026-01-31 15:04:21,520 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2026-01-31 15:04:21,601 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d_nobsub.fits',).\n", - "2026-01-31 15:04:21,603 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", - " pre_hooks: []\n", - " post_hooks: []\n", - " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example3a\n", - " output_dir: data/\n", - " output_ext: .fits\n", - " output_use_model: False\n", - " output_use_index: True\n", - " save_results: False\n", - " skip: False\n", - " suffix: None\n", - " search_output_file: True\n", - " input_dir: ''\n", - " subtract_background: None\n", - " apply_apcorr: True\n", - " extraction_type: box\n", - " use_source_posn: None\n", - " position_offset: 0.0\n", - " model_nod_pair: True\n", - " optimize_psf_location: True\n", - " smoothing_length: None\n", - " bkg_fit: None\n", - " bkg_order: None\n", - " log_increment: 50\n", - " save_profile: False\n", - " save_scene_model: False\n", - " save_residual_image: False\n", - " center_xy: None\n", - " ifu_autocen: False\n", - " bkg_sigma_clip: 3.0\n", - " ifu_rfcorr: True\n", - " ifu_set_srctype: None\n", - " ifu_rscale: None\n", - " ifu_covar_scale: 1.0\n", - " soss_atoca: True\n", - " soss_threshold: 0.01\n", - " soss_n_os: 2\n", - " soss_wave_grid_in: None\n", - " soss_wave_grid_out: None\n", - " soss_estimate: None\n", - " soss_rtol: 0.0001\n", - " soss_max_grid_size: 20000\n", - " soss_tikfac: None\n", - " soss_width: 40.0\n", - " soss_bad_pix: masking\n", - " soss_modelname: None\n", - " soss_order_3: True\n", - "2026-01-31 15:04:21,653 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3a.json\n", - "2026-01-31 15:04:21,658 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2026-01-31 15:04:21,662 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2026-01-31 15:04:21,694 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2026-01-31 15:04:21,694 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2026-01-31 15:04:21,696 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", - "2026-01-31 15:04:21,697 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 1.00 -> 6.00 (inclusive)\n", - "2026-01-31 15:04:21,698 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 21.00 -> 26.00 (inclusive)\n", - "2026-01-31 15:04:21,700 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2026-01-31 15:04:21,883 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2026-01-31 15:04:21,942 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example3a_extract1dstep.fits\n", - "2026-01-31 15:04:21,942 - stpipe.step - INFO - Step Extract1dStep done\n", - "2026-01-31 15:04:21,943 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" - ] - } - ], + "outputs": [], "source": [ "sp2_ex3a = Extract1dStep.call(l2_s2d_file_nobsub, output_dir='data/', output_file='lrs_slit_extract_example3a',\n", " override_extract1d='x1d_reffile_example3a.json', extraction_type = 'box')" @@ -1468,29 +925,10 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "id": "7210c9ac", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/3640758313.py:12: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig9.show()\n" - ] - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig9, ax9 = plt.subplots(nrows=2, ncols=1, figsize=[12, 4])\n", "ax9[0].plot(sp2_ex2a.spec[0].spec_table['WAVELENGTH'], sp2_ex2a.spec[0].spec_table['FLUX'], label='nod 1 spectrum - pipeline nod subtraction')\n", @@ -1518,7 +956,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "id": "95c6e2c4-40c5-464f-858e-d4a0c5d2f8df", "metadata": {}, "outputs": [], @@ -1540,84 +978,12 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "id": "d72b29e1-ba51-4755-9ce2-39dbd0e0dff9", "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2026-01-31 15:04:22,379 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2026-01-31 15:04:22,427 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_s2d_nobsub.fits',).\n", - "2026-01-31 15:04:22,430 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", - " pre_hooks: []\n", - " post_hooks: []\n", - " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example3b\n", - " output_dir: data/\n", - " output_ext: .fits\n", - " output_use_model: False\n", - " output_use_index: True\n", - " save_results: False\n", - " skip: False\n", - " suffix: None\n", - " search_output_file: True\n", - " input_dir: ''\n", - " subtract_background: None\n", - " apply_apcorr: True\n", - " extraction_type: box\n", - " use_source_posn: None\n", - " position_offset: 0.0\n", - " model_nod_pair: True\n", - " optimize_psf_location: True\n", - " smoothing_length: None\n", - " bkg_fit: None\n", - " bkg_order: None\n", - " log_increment: 50\n", - " save_profile: False\n", - " save_scene_model: False\n", - " save_residual_image: False\n", - " center_xy: None\n", - " ifu_autocen: False\n", - " bkg_sigma_clip: 3.0\n", - " ifu_rfcorr: True\n", - " ifu_set_srctype: None\n", - " ifu_rscale: None\n", - " ifu_covar_scale: 1.0\n", - " soss_atoca: True\n", - " soss_threshold: 0.01\n", - " soss_n_os: 2\n", - " soss_wave_grid_in: None\n", - " soss_wave_grid_out: None\n", - " soss_estimate: None\n", - " soss_rtol: 0.0001\n", - " soss_max_grid_size: 20000\n", - " soss_tikfac: None\n", - " soss_width: 40.0\n", - " soss_bad_pix: masking\n", - " soss_modelname: None\n", - " soss_order_3: True\n", - "2026-01-31 15:04:22,477 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example3b.json\n", - "2026-01-31 15:04:22,481 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2026-01-31 15:04:22,486 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2026-01-31 15:04:22,518 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2026-01-31 15:04:22,519 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2026-01-31 15:04:22,520 - jwst.extract_1d.extract - INFO - Aperture start/stop: 9.00 -> 16.00 (inclusive)\n", - "2026-01-31 15:04:22,521 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 1.00 -> 6.00 (inclusive)\n", - "2026-01-31 15:04:22,522 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from bkg_coeff: 21.00 -> 26.00 (inclusive)\n", - "2026-01-31 15:04:22,524 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2026-01-31 15:04:22,530 - py.warnings - WARNING - /Users/iwong/miniforge3/envs/jwst/lib/python3.12/site-packages/astropy/convolution/convolve.py:426: AstropyUserWarning: nan_treatment='interpolate', however, NaN values detected post convolution. A contiguous region of NaN values, larger than the kernel size, are present in the input array. Increase the kernel size to avoid this.\n", - " warnings.warn(\n", - "\n", - "2026-01-31 15:04:22,701 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2026-01-31 15:04:22,758 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example3b_extract1dstep.fits\n", - "2026-01-31 15:04:22,759 - stpipe.step - INFO - Step Extract1dStep done\n", - "2026-01-31 15:04:22,759 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" - ] - } - ], + "outputs": [], "source": [ "sp2_ex3b = Extract1dStep.call(l2_s2d_file_nobsub, output_dir='data/', output_file='lrs_slit_extract_example3b',\n", " override_extract1d='x1d_reffile_example3b.json', extraction_type = 'box')" @@ -1625,29 +991,10 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "id": "3c22a625-1ce0-4705-80b9-b13a5aac8c82", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/1697654453.py:12: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig9.show()\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig9, ax9 = plt.subplots(nrows=2, ncols=1, figsize=[12, 4])\n", "ax9[0].plot(sp2_ex2a.spec[0].spec_table['WAVELENGTH'], sp2_ex2a.spec[0].spec_table['FLUX'], label='nod 1 spectrum - pipeline nod subtraction')\n", @@ -1693,7 +1040,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": null, "id": "9e3c2433", "metadata": {}, "outputs": [], @@ -1729,36 +1076,10 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "id": "e21fcec5", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "slope = 0.25795, intercept = 2.44562\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2152325505.py:25: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "poly_pos = calc_xap_fit()\n", "print('slope = {0:.5f}, intercept = {1:.5f}'.format(poly_pos.slope.value, poly_pos.intercept.value))" @@ -1776,7 +1097,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "id": "a9c9d403", "metadata": {}, "outputs": [], @@ -1796,7 +1117,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "id": "71789e83", "metadata": { "scrolled": true, @@ -1804,79 +1125,7 @@ "scroll-output" ] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2026-01-31 15:04:23,970 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2026-01-31 15:04:24,060 - stpipe.step - INFO - Step Extract1dStep running with args (,).\n", - "2026-01-31 15:04:24,063 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", - " pre_hooks: []\n", - " post_hooks: []\n", - " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example4\n", - " output_dir: data/\n", - " output_ext: .fits\n", - " output_use_model: False\n", - " output_use_index: True\n", - " save_results: False\n", - " skip: False\n", - " suffix: None\n", - " search_output_file: True\n", - " input_dir: ''\n", - " subtract_background: None\n", - " apply_apcorr: True\n", - " extraction_type: box\n", - " use_source_posn: None\n", - " position_offset: 0.0\n", - " model_nod_pair: True\n", - " optimize_psf_location: True\n", - " smoothing_length: None\n", - " bkg_fit: None\n", - " bkg_order: None\n", - " log_increment: 50\n", - " save_profile: False\n", - " save_scene_model: False\n", - " save_residual_image: False\n", - " center_xy: None\n", - " ifu_autocen: False\n", - " bkg_sigma_clip: 3.0\n", - " ifu_rfcorr: True\n", - " ifu_set_srctype: None\n", - " ifu_rscale: None\n", - " ifu_covar_scale: 1.0\n", - " soss_atoca: True\n", - " soss_threshold: 0.01\n", - " soss_n_os: 2\n", - " soss_wave_grid_in: None\n", - " soss_wave_grid_out: None\n", - " soss_estimate: None\n", - " soss_rtol: 0.0001\n", - " soss_max_grid_size: 20000\n", - " soss_tikfac: None\n", - " soss_width: 40.0\n", - " soss_bad_pix: masking\n", - " soss_modelname: None\n", - " soss_order_3: True\n", - "2026-01-31 15:04:24,070 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example4.json\n", - "2026-01-31 15:04:24,079 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2026-01-31 15:04:24,089 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2026-01-31 15:04:24,139 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2026-01-31 15:04:24,140 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2026-01-31 15:04:24,142 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", - "2026-01-31 15:04:24,148 - jwst.extract_1d.extract - INFO - Computed source location is 30.97, at pixel 194, wavelength 10.79\n", - "2026-01-31 15:04:24,150 - jwst.extract_1d.extract - INFO - Mean nominal aperture start/stop from src_coeff: -4.60 -> 4.60 (inclusive)\n", - "2026-01-31 15:04:24,151 - jwst.extract_1d.extract - INFO - Nominal location is 2.38, so offset is 28.59 pixels\n", - "2026-01-31 15:04:24,152 - jwst.extract_1d.extract - INFO - Mean aperture start/stop from src_coeff: 23.99 -> 33.19 (inclusive)\n", - "2026-01-31 15:04:24,154 - jwst.extract_1d.extract - INFO - Creating aperture correction.\n", - "2026-01-31 15:04:24,168 - jwst.extract_1d.spec_wcs - WARNING - Wavelengths are not strictly monotonic, inverse transform is not set\n", - "2026-01-31 15:04:24,321 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2026-01-31 15:04:24,397 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example4_extract1dstep.fits\n", - "2026-01-31 15:04:24,397 - stpipe.step - INFO - Step Extract1dStep done\n", - "2026-01-31 15:04:24,398 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" - ] - } - ], + "outputs": [], "source": [ "sp3_ex4 = Extract1dStep.call(l3_s2d, output_dir='data/', \n", " output_file='lrs_slit_extract_example4', override_extract1d='x1d_reffile_example4.json',\n", @@ -1893,29 +1142,10 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "id": "9d1bc74c", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/1623418189.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig10.show()\n" - ] - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig10, ax10 = plt.subplots(figsize=[12, 4])\n", "ax10.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['FLUX'], label='default fixed-width aperture')\n", @@ -1938,29 +1168,10 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "id": "78ca0c68", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/740784409.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig11.show()\n" - ] - }, - { - "data": { - "image/png": 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Bu23bYh1hrRuq7UNq258Esu633bp1c9ud2P6stu+rbecDAEB1si3S6uJ6dmPd0K39DevZAQCog0G77Yfap08fPf300+Vur2Pbw8ydO1ffffedawR00kknVXivVwAAAAAAarKI6R5vmfYJEyaUuSetX2ZmptsX1fYrtb1iAQAAAACozWJVQ+Tk5Oj55593Qbtl58uTnZ3tLn4FBQXatm2bmjZt6k4MAAAAAABQlSw3vmPHDrcUPDo6unYH7baG8JxzzlFWVpZSU1P1+eefq1mzZuWOHzt2rMaMGVOtcwQAAAAAoLTVq1erTZs2qtXl8bbuff369dqyZYv+9a9/6YsvvnDN6Fq0aFGhTHtGRobatWvnDlajRo2q/H0AAAAAAOq2zMxMtW3bVunp6a5avFZn2q1z/MEHH+wuhx12mDp37qwXXnhBt9xyS5njExIS3KU0C9gJ2gEAAAAA1SUcS7Rr3D7ttkY9MJMOAAAAAEBt5WmmfefOnVq6dGnx9RUrVmjWrFlKSUlxjePuvfdenX766W4tu5XH29Zwa9eu1VlnneXltAEAAAAAqP1B+7Rp0zRkyJDi66NGjXJfR4wYoWeffVYLFy7Uyy+/7AJ2C+IHDRqkb7/9Vj169PBw1gAAAAAAVI+IaURXVfx7u1tDuvLWtNshyMvLU35+frXPD0B4xMTEKDY2lq0dAQAAUCPi0FrTiK469n+37vS2pRyAmq1evXpuOU18fLzXUwEAAADCok4H7dbUztbRW4bONr23P/TJ0gE1j1XL2Am4zZs3u99p22UiOrrG9dkEAAAAQtTpoN3+yLfA3fbPswwdgJorKSlJcXFxWrlypfvdTkxM9HpKAAAAwAEjFWUHgYwcUCvwuwwAAIDahr9wAQAAAACIUATtAAAAAABEKIL2WuI3v/mNrrnmmko95r333tPBBx/sGvFV9rF7Y8387Lkr6/vvv1evXr3cuuShQ4fqq6++cs+Vnp6uqrS/8y3PQQcdpMcff/yAX/Oiiy5yxwEAAABA3UXQXof9+c9/1h//+EetXr1a99xzT5W8xq+//uoC1FmzZu1z7KhRo9S3b1/X/full17SEUcc4bbjs/0Na5KpU6fq8ssvr5JjVBtPHgEAAAAoH0F7HbVz505t2rRJJ598stvurmHDhl5PScuWLdNxxx2nNm3aqHHjxm4LvlatWtW4bfiaN29e53YjsG7tkfx8AAAAQE1F0F7Gfs9ZOXnVfrHXrahdu3bpT3/6kxo0aKDU1FQ98sgjIWOys7N1/fXXKy0tTfXr19ehhx7qys2NffUH6RYkW1Bst23dulXnnnuue4wFnVaqPn78+H2Wflt2/K677ipzrh06dHBf+/Xr517HMrHlZZrt9UeOHOm+t0x76fJ4u693797uvfkDO3teOxZ+77//vvr37++2++rYsaPGjBmjvLy84vuXLFmiY445xt1/yCGH6PPPP9/n8R44cKAefvjh4utWsm4l/Hbiw6xZs8bNc+nSpWUeo3295r6Okb22fc5NmzbVlVdeqdzc3L2e+DjjjDPUsmVL9/MxaNAgTZo0KWiMzc8qK+yztp8N+7yffvrpoDF2zC+99FJ3AqJRo0bu52T27NnF99vnbZ/7v//9bzd/e29Wzv/111/riSeecO/DLvbZ2mdpJ2EC2dKAwJMxZT1fReYBAAAA1HZ1ep/2suzOzdchd06s9tedf/fJqhdfsY/jhhtucMGRBagtWrTQrbfeqhkzZrigx+///u//NH/+fL355psukz5hwgT99re/1dy5c13Z+aJFi9S1a1e988477npKSoo2b96sAQMG6KabbnIB0scff6wLL7xQnTp10uDBg/frfU2ZMsU91gLHHj16uOx5aW3btnVl8Dafu+++W8OHD3cl8T///HPQuH/84x/q06ePbr75Zj322GO67bbbXFD31FNPufu//fZbF8DbuKOPPtoFsP4y9dGjR6ugoEDDhg1zAa09d0ZGRoVKuY899lh3AsFOgtjJFXsdC0K/++47d0zts7DA1/oDlFaR19zbMfryyy9dwG5f7aSAHRv7nC+77LIy52onEn73u9/p3nvvVUJCgl555RWddtpp7vNu165d8biHHnrI/dzYSY2JEyfq6quvVpcuXXTiiSe6+8866yy37/knn3ziPovnnntOxx9/vBYvXux+VozNx35+3n33XdcXoX379u7+nj17us/RWLBdUaWfr6LzAAAAAGozgvYaxoKyF154Qa+99poLXszLL7/sSsr9Vq1apXHjxrmvFrAbCzg//fRTd/t9993ngn1jgY+VoBsLPG2c39/+9jcX0P3nP//Z76DdH7RZltj/OqVZgOYvg7fArLxxljm2921BtFUKWDbbglk7wWAsALWAfsSIEe66Zdoto3zjjTe6oN2C4oULF7r35D8udixOOeWUvb4Hy3zbMc/Pz9e8efNcUG3BswXyFrTbV5tTWSrymns7Rk2aNHEnJewYdevWTaeeeqomT55cbtBuJzXs4mfv307YfPDBB+5Ejt+RRx7pjpWxYN2aANqJEAva7WSEnUiw5RMW+Puz/ZYdf/vtt4tPhFilg50UCAzM7dhYlUZ5n+HelH6+is4DAAAAqM0I2ktJiotxWW8vXrciLHtswY2Vu/tZ4G1Zaj/LpluAacFYICsrt8CwPPYYCygtSF+7dq17HXtMJK3PPvzww92JBQtGrSLgqKOOKr7PyqYt+LQsc+B72rNnj7KysrRgwQKX1fcHz/7nC2TBtGXSjWWOf/nlF5e137Fjh2bOnKkffvjBBegWyN9///1unGXarfqhLBV5zb2xzLs/62ws626f795O6lipuVVJWPWCLQ3YvXu3O4ETqPQc7Lq/pN+Ooz1P6Z8Vex77+fOz41OZTPq+lH6+is4DAAAAqM0I2kuxbG9Fy9QjlQU6FuhNnz49KODzZ6vLYyXTth7Zgjdbz27rna2UO7ApWHR0dMj6+72tsQ43Kze3wNzel38NeeD7tmy7laOX5l8jvS+2ptqCQmPr1o2Vwlv22jLqP/74o8tG2xp1y7ZbmbatWS8v036g/HMI/Pm0Y1AeO6Fha+YtI23l+lZabjsEVKaxmx1HOzng74EQKHBtuv18VERFf2ZKP19F5wEAAADUZjU7Oq2DbH25BXK2Ptq/Rnn79u0uePQHjtbQzDLMVlZsWeKKsmDYmphdcMEF7roFh/a81jzNzzKhlsH1y8zMdFu0lce/PtvmEw52YsHKzS27bZ3vrdz/4osvdvdZAzpbu13W2nLTvXt3t72dzd+CQfPTTz8FjbElAmWxY2ul+FaubZl8q26w57Pv7blKVzVU5jXDeYzsM7SGcGeeeWZx4GvN4EorPQe7bnP1H8cNGzYoNjbWNa2rDHsvpd+H/cxYpYI1UPQH5hXZ3u5A5gEAAADUFnSPr2EsU37JJZe4cuwvvvjCrbG2IM2ymX4WQJ5//vmuKZs19bKg2oLNsWPHurLp8nTu3Nllaa0E3Mq6bR/3jRs3Bo2x7t2vvvqqKyG3Mm1bP146mx/I1s5bttfW09tzWSO2/WXl6XfeeafLhtua7EcffdQ1UFu+fLm73+6zNdGWbbeydnsP1ojv9ttvd/efcMIJ7tjYnK302t6DNbOrCCuHt3XpFkDa2nL/ba+//vpes+wVec1wHiP7DO0zt6DYXu+8884rMzNvwf2DDz7oTspY5/j//ve/7lj652zl8tYl/7PPPnNBv/1M2LynTZu219e34NpOKNljtmzZ4l7blnLYEgtrfGdl7W+88YbrKL8vBzIPAAAAoLYgaK+BLNtsGXTrCm6Bja3rtq7vgSwDbUH7dddd59a7W+AzderUoA7ipVlwa9lNy2BbQGrNxOxxgW655RYXpP7+9793TdHsfsv+l8eCXOvmbl2/bV23ZfL3h61LtwoAO0Fh79tYI7IhQ4a4DveW3bV5f/TRRy7As63ODjvsMNdczdZKGzuxYU3ZrPzdGuvZVmKB69/3xo63BaCBAbodI3vdsrax86vIa4brGBk7kWHN62xHADtOdkzsMy3Nfi4s8LWqjL///e/ucTbWX4L/v//9zy0BsCoGO+lwzjnnaOXKla4L/t5Yeb6dxLHqDMuw21p6q0qwBoL2nP5tBMvbIjDQgcwDAAAAqC2ifJXZILwGsvJt60hu2Ut/l/HAQNCy0IH7QgO1nWXDrVdBRba7q2n4nQYAAEAk2FscWllk2gEAAAAAiFAE7QAAAAAARCi6xwN1TFnd5AEAAABEJjLtAAAAAABEKIJ2AAAAAAAiFEE7AAAAAAARiqAdAAAAAIAIRdAOAAAAAECEImgHAAAAACBCEbTDM1999ZWioqKUnp5eZa9x0EEH6fHHH6+y5wcAAACAqkTQXgP95je/0TXXXOP1NFDDcUIDAAAAiHwE7TggPp9PeXl5Xk8DlZCTkxPRzwcAAACgBEF7aT6flLOr+i/2uhVw0UUX6euvv9YTTzzhSsvt8uuvvyo/P1+XXHKJOnTooKSkJHXt2tWNKf3YoUOHasyYMWrevLkaNWqkv/zlL0FBV0FBgcaOHVv8PH369NHbb78dUtL+ySefaMCAAUpISNB33323z8eZ//3vf+rSpYu7f8iQIW7e+2Kl83/+85/VsmVLJSYmqmfPnvroo4+K73/nnXfUo0cPNw/LHD/yyCPlPpe9ns191qxZQc9vt9n7Cnx/EydOVL9+/dxcjzvuOG3atMm95+7du7vjdt555ykrKyuo+uGqq67SjTfeqJSUFLVq1Up33XXXXt/b1KlTdeKJJ6pZs2ZKTk7WscceqxkzZgSNsbk888wzOuWUU9xcOnbsGHJcV69erbPPPluNGzd2r33GGWcEHVv/537vvfeqdevW7mfD5rty5Upde+21xT9Hxubct2/foOe3bLwd2709X0XmAQAAANQJOVnSqp/D9nSxYXum2iI3S7qvdfW/7q3rpPj6+xxmgfjixYtd8Hr33Xe72ywAt6C5TZs2+u9//6umTZvqhx9+0OWXX67U1FQXSPlNnjzZBb8WnFpAdfHFF7vxFoAZC7xfe+01Pfvss+rcubO++eYbXXDBBe41LKj0u/nmm/Xwww+7ILJJkyb7fJwFdMOGDdOVV17p5jVt2jRdd911e32v9p4sWN2xY4d77k6dOmn+/PmKiYlx90+fPt29Nws0hw8f7t7zFVdc4d6PBZYHwp7zqaeeUr169dxr2MVODLzxxhvauXOnzjzzTD355JO66aabih/z8ssva9SoUfr555/1448/ujkceeSRLjAvi72vESNGuOexigU74fC73/1OS5YsUcOGDYvH3XHHHbr//vvdZ//qq6/qnHPO0dy5c90JhNzcXJ188sk6/PDD9e233yo2NlZ///vf9dvf/lZz5sxRfHx88eduJxs+//xzd91+LuzEin0Wl112WaWPT+nnq+g8AAAAgFrF55O2LZfWTC25bJgn7QlfNTJBew1jGVkLgCyYtGyunwWylkH3s4y3BY7/+c9/goJ2e+yLL77oHm8Zagv8b7jhBt1zzz0u8Lrvvvs0adIkF3wZC8otk/7cc88FBe32OH8wmp2dvc/HWbbYgm5/JtyysxZ4PvDAA+W+V3u+KVOmaMGCBS5D739ev0cffVTHH3+8C2qNjbGg/qGHHjrgoN0CTgu4jVUw3HLLLVq2bFnx6//xj3/Ul19+GRS09+7dW6NHj3bf24kLC/otuC0vaLcMfqDnn3/eZamtkuL3v/998e1nnXWWLr30Uve9fU4WKFug/89//lNvvfWWO7nx73//uzhbPm7cOPc8dmLmpJNOcrfVr1/fjQkMnu1nxk4OBP4cVVTp57OTKhWZBwAAAFCj7cmU1s2QVgcE6bu3lTGw8G/iGh+0WzbWAizLmK5fv14TJkxwZbfGAsjbb7/dlVQvX77cBasnnHCCyzhaSW6ViatXmPWubva6B+jpp592AfmqVau0e/duV/ZeutTZsqsWsPtZkG2ZY8uE21cr+S4dZNrzWKl4oIEDBxZ/v3Tp0n0+zgLvQw89NOh+f4BfHitjt+oBf8Bemj2nlWAHskDbyrltuYA/I78/LAD3s9J8O2aBJwzsNjuhUN5j/NlsK6svz8aNG93PuAW1Ns7mbMfRPr+9HSe77i/xnz17tjv+gZl5s2fPHneSwa9Xr15hzXaXfr6KzgMAAACoMQoKpC2LpTVTigL0adKmBZZeDx4XkyC17iu1GSS1GVj49b9XSZpQ84P2Xbt2uSBy5MiRrnQ6kAUvtr7Xsqg2Zvv27br66qt1+umnu9LqKmNZwgqUqUeaN998U9dff73LZFtQZ8GTnRCxUu2KsqDdfPzxx0pLSwu6z0rDS2da9+dxlWFruMMpOrqwhYOVovvZyaGyxMXFFX9vmePA6/7bLLNc3mPKGxPISuO3bt3qyt7bt2/vjpV9dpVp7GbH3noLvP766yH32dKEsj6vfR2jwONT3jEq/XwVnQcAAAAQsbK2SWunS6uLgnT7PjszdFzjdlKbwUVB+iCpVU8pNqF2ZtptvbJdymKZdf96WT8rNx48eLDLRLZr1051lWU4LSsb6Pvvv9cRRxzh1nT7lZXhtIyoZeH9AfFPP/2kBg0aqG3btq55mAWOdnwDS+H35ZBDDtnn42z99QcffBB0m7323ljmes2aNW4Nf1nZdntOe9+B7LqNLSvL7g8erarDXwEQ2JSuutlcrcTd1rEbq3bYsmVLyDg7Tn/605+Crvvn379/f1ci36JFC7fG/EB/juwYbdiwwQXu/jL3ihyjA5kHAAAAUO3y86RN84PXom9dWnZFdOv+UtuiAD1toNSw5b6fv+hv6Tq3pj0jI8MFErZOtjy2vtoufpmZZZwZqeGsk7dl0K2RnAXcFmzbGupXXnnFdT239ezWsMy6k9v3gSyLa2u0rSzbHm9rsP/v//7PZVgtO2/Zeusobhnio446yh1zCy4tELPMcFkq8jjrUm9VALZ+3tZn25KIl156aa/v004AHHPMMfrDH/7g1q8ffPDBWrhwofsZsAZn1shu0KBBbp23NaKzNfx2YscC4bLYiYrDDjvMLbGw42Il6XYcvGKfmX1OttTAfk7t2JRVXWDNBW2MHVfLZFtZ/gsvvODuO//8811FhS0TsD4DtpzAusK/++67rpO9Xd/bz5EtUbHGdnbSxbrYW1f5zZs368EHH3Tr9j/99FPXNX9fgfiBzAMAAACocjs3lQTnth7d1qVbE/LSmh5ckkG3S4tDpJj9CZuj6t6Wb7Y21pp+nXvuuXsNIKyLuWXp/RfLINc2FiBbJtky3JYZtQy3bYtmSwwseLW141Z2HZh197PGbRYsWjBsY225QeDWZBYA25IEO46Wybbg2MreSwf/pe3rcVYZYduzvffee265g3WZt+Z1+2KPscDcPnd7vxYA+rPDlt21Rnu2NMC66d95550uYNxbEzpb82/7ylsp9zXXXOMaznnFAm9b9mHv48ILL3RbxlmmujRrMGjv0SoP7MTM+PHj3bEwttbeAm87vvb527G3kzL2+7KvQNuOlZ24sQaB/ioEe7yd9LD+CPY52QkC+3nblwOZBwAAABBWeTnSmunST89Kb4+UHu8lPdxZevM86bvHpJXfFQbsCY2kjkOkY2+Szn9bunGF9Lfp0pnPSoMukVJ772fAHl5RvtILWD1i2dPARnSl19RattVKpa1p196CgLIy7Ra4W+a39OMsoFixYoULLG0btNrOglnbl9wCZ9QMe/u9QKi69jsNAABQ5/l8UubakkZxth59/WwpvyQmLBQltehe0ijO1qQ362JNnapkWpkvnq3kS/5bZhxaWd6fNtgHC9htyzIrtf3iiy/2+YatzPdAmp8BAAAAACJU7m5p3azgteg71oeOS0opKXG39ei2Lj2xZlaAxtaEgH3JkiVuT+ymTZt6PSUAAAAAQHVl0bevKMyg+wP0DXOlgrzgcVExhR3cA9eip3QMazO4Ohu02zZRtrezn5W1Wqdqa6xme1xbIyzb9u2jjz5y65itq7Wx+8O553Rdsa/Gb4g8EbJ6BQAAAKh62TuktTNKSt3ta1bo7kpq0DI4QG/dT4qvp4hSW7rH237rQ4YMKb4+atQo99W6jVtzNP8WYX379g16nGXdrcs1AAAAAKAGKiiQti4JKHOfVrgFm68geFxMvJTapyhAt/Xog6XkNrUmix7xQbsF3nvLJFZXlpFsJlA78LsMAAAQoXZvL+zo7g/S106T9mSEjktuF9AsblBhB/fYut2zLKLXtFe1uLg49zUrK6vM/bEB1Cz2uxz4uw0AAAAPFORLmxZIa6aUlLlvWRw6LjZJSutfEqSnDZQapapWiKol5fFes73OGzdurE2bNhXvNW1bbAGoeRl2C9jtd9l+p+13GwAAANVk5+bgbu62Lj13V+i4lE4BZe6DpJY9pJjammyJCtsz1emg3bRq1cp99QfuAGouC9j9v9MAAACoAnk50sZ5wUH69l9Dx8U3LMyitx1ckkWvX4d2A4siaA8by6xbp/oWLVq4LeYA1ExWEk+GHQAAIMwy1xUG5quLSt3Xz5Ly9oSOa94tuKN7865SNH+bhUOdD9r97I99/uAHAAAAUGfl7pHWzy7KoBcF6ZlrQ8clNi4MzF0WfaDUur+U1NiLGUcwMu0AAAAAgP1lu+6krywMzF0Wfaq0Ya5UUKr6OCq6cO25y6AXlbo37VSntlzbL5THAwAAAAAqLHuntG5m8Fr0XZtDx9VvXhict/VvudZXSmjgxYxRhKAdAAAAAGpbFn3r0pLgfPVUadMvkq8geFx0XOE+6IFr0Ru3I4seFmTaAQAAAABmd7q0dnrJnuh22ZMeOq5Rm5Lt1mw9eqveUlyiFzOu/aII2gEAAACg7inIlzYvDM6ib1kUOi42UWrdryhIL2oY16i1FzPGASJoBwAAAIBItWtLcAZ97QwpZ0fouCYdSkrcbT16y55STJwXM4ZDph0AAAAAapf8XGnjvOAgfdvy0HHxDaS0/sFr0es382LGKA/l8QAAAABQw+3YULLdmgXq1t09b3fouGZdi4LzovXoLbpL0TFezBgeIGgHAAAAgKqWly2tnyOtCQjSM1aHjktMDsigD5TSBkhJTbyYMQ4ImXYAAAAAiNwt1ywgd1n0olL3DXOk/JzgcVHRUoseJRl0uzQ9WIqO9mrmCBfK4wEAAAAgQuTsktbNKsqiFwXpOzeGjqvXrHCrNX+Qbt3dExp6MWNUOYJ2AAAAAPAmi27N4dx2a0Wl7ht/kXz5weOiY6VWvYq2WysqdW9yUFgzsKgbCNoBAAAAoDx7Mgq3WfN3c7fL7u2h4xqmFm23VhSkp/aR4pK8mDEiAeXxAAAAABBmBQXSlkUBWfRp0uaFll4PHheTILXuG7zlWnKaV7NGRCJoBwAAAIADk7UtYE/0KYUZ9ezM0HGN2wdk0QdKLXtJsfFezBh1EEE7AAAAgNovP0/a9EvJdmuWSd+2LHRcXH0prX9Rs7iiIL1BCy9mjJosKnxPRdAOAAAAoPbZsTFgHfo0ad0MKTcrdFzTziWN4iyT3ry7FEOYhANFeTwAAAAAFMrLljbMDW4Wl74qdFxCstRmQFGQPrgwo14vxYsZAxVG0A4AAACgZm25lrGmJINuX9fPlvKzSw2MklocUrInumXRLaseHe3RxFGnRJFpBwAAAFAX5GRJ62cFl7rvWB86rl7TkjJ3+9q6v5TYyIsZA6I8HgAAAEDtzKJvWx7Q0X2qtHGeVJAXPC4qRmrVK2DLtYFSSsewZjeBSEHQDgAAAMAb2TuktdODS92ztoaOa9BKahuwJ3pqXym+nhczBiqG7vEAAAAAapSCAmnrksKt1vxB+qb5ll4PHhcTXxiUB5a6J7chi44ahvJ4AAAAAJEsa5u0doa0xh+kT5eyM0LHJbcLzqJb2XtsghczBiISQTsAAACAA5OfJ21eUBicry5ai25Z9dJikwq3WQtci96wlRczBqoW3eMBAAAAeGbnpqI16JZFn1aYUc/dFToupVPRdmtFQXqLHlIMIQjqgqiwPRO/MQAAAADKl5cjbZxbGJz716OnrwwdF99QajNAajO4MEBPGyDVb+rFjAHvkWkHAAAAUCUy1gbsiT5VWjdLys8uNShKat6tsLy9bVGQ3qyLFB3j0aSB2svToP2bb77RQw89pOnTp2v9+vWaMGGChg4dWnz/u+++q2effdbdv23bNs2cOVN9+/b1csoAAABA7ZG7W1o/uyRAt/XoO9aFjktqErAO3bLo/aXEZC9mDNQQtSTTvmvXLvXp00cjR47UsGHDyrz/qKOO0tlnn63LLrvMkzkCAAAAtYLPJ23/tWQ/dFuPvmGuVJAXPC4qRmrZo2gtelEWPaUjW64BdbE8/pRTTnGX8lx44YXu66+//lqNswIAAABqgeyd0roZJXui29ddm0PH1W9RFJzbnuiDpdZ9pfj6XswYQF1Y056dne0ufpmZmZ7OBwAAAKhyBQXS1qUBa9GnSZt+kXwFweOi46TUPiXbrVmwntyWLDoQdrUk014Vxo4dqzFjxng9DQAAAKDq7E6X1k4LKHWfJu1JDx1nAbnLoBetRW/VW4pL9GLGQN0S5VHQvmDBAr355pv69ttvtXLlSmVlZal58+bq16+fTj75ZP3hD39QQkKCvHTLLbdo1KhRQZn2tm3bejonAAAAYL8V5EubFgSXuW9ZFDouNklq3S84SG+U6sWMAYRRhYL2GTNm6MYbb9R3332nI488UoceeqjOPPNMJSUlua7u8+bN02233aa//e1vbtw111zjWfBur+v1iQMAAABgv+3aErzl2toZUs7O0HHWHK64o/tAqWVPKSbOixkDCFHNmXbLoN9www16++231bhx43LH/fjjj3riiSf0yCOP6NZbbw3bJAEAAIBaKT9X2jivcKs1f5C+fUXouPgGUtqA4CC9fjMvZgwgEoP2xYsXKy5u32ftDj/8cHfJzc2t0Ivv3LlTS5cuLb6+YsUKzZo1SykpKWrXrp3L4q9atUrr1hXuFbloUWEZUKtWrdwFAAAAqFEy15dst2al7utmSnl7Qsc16yq1DdgXvXk3KTrGixkD8FiFgvaKBOzG1rjXq1evwuOnTZumIUOGFF/3r0UfMWKEXnrpJX3wwQe6+OKLi+8/55xz3NfRo0frrrvuqtBrAAAAAJ7I3SNtmCOtnlKyHj1zTei4xMbBGXTLqCeVX90KoG5l2qN8Pp+vMg84/vjj9corrygtLS3o9ilTpuiCCy5wWflIYo3okpOTlZGRoUaNGnk9HQAAANRG9id1+qrgtejr50gFpSpQo6KlFj2Cs+gpnaToaK9mDqAKZL57vZL/8EhY4tBKb/mWmJio3r1765///KeGDx+ugoIC3X333brvvvt0xRVXHNBkAAAAgBohZ1dhabsF5/716Ls2hY6r3zwgiz6osLt7QgMvZgyghqp00P7xxx/r6aef1siRI/X+++/r119/ddu/ffTRRzrppJOqZpYAAACAl1n0rcsCsuhTpI3zJV9+8Ljo2MJ90C04bzu4sNS9cfuw7tcMoO6pdNBurrzySq1Zs0YPPPCAYmNj9dVXX+mII44I/+wAAACA6rYnQ1o7vWRPdLvs3h46rlFawJ7og6XU3lJckhczBhBpwniyrtJB+/bt23XppZdq8uTJeu655/T111+7DPuDDz5IeTwAAABqloJ8afOigCz6NGnzQkuvB4+LTZRS+xYG6ZZFTxsoJQf3eAKAEh4G7T179lSHDh00c+ZM9/Wyyy7TW2+95QJ2K523CwAAABCRdm2V1gZk0NdMl3J2hI5rclDwWvSWPaXYeC9mDKCOq3TQ/pe//EW33XabogM6XFpDuiOPPDJoezYAAADAU/m50sZfSjLo9nXbstBxcfWltP7BQXqD5l7MGEBtEeVhpv2OO+4o8/Y2bdro888/D8ecAAAAgMrbsSG4zH3tDClvd+i4Zl1K9kS3r827SzH71eoJAMrhYdDuX9f+wgsvaMGCBe569+7dXTf5lJSUsE0MAAAAKFdeduE+6IFBesaq0HEJyQHN4uwyQEpq4sWMAaB6gvZvvvlGp59+utsgfuDAge62J598Uvfcc48+/PBDHXPMMfs3EwAAAKC8Ldcy1hRuteYvc18/W8rPCR4XFS21OCQ4SG/aWQpY1gkAtb483rZ7O/vss/XMM88oJibG3Zafn+8a0dl9c+fODdvkAAAAUAflZEnrZ0mrp5Rk0XduCB1Xr2nhVmv+IN3WpSc09GLGAFBlKh20L126VG+//XZxwG7s+1GjRumVV14J9/wAAABQ27Po25YXZdCLgvQN8yRffvC46NjCDu623Zp/PXqTDmHNZgFArQja+/fv79ayd+3aNeh2u61Pnz7hnBsAAABqmz2Z0roZ0mr/WvSp0u5toeMatJLaWnBeFKSn9pHi63kxYwCoWeXxV111la6++mqXcT/ssMPcbT/99JOefvpp3X///ZozZ07x2N69e4dtogAAAKhhCgqkLYuLgvOi9eibrJGxL3hcTLyU2rcoi15U6t4ojSw6gBosfP9+Rfl8VpNUcYH7s5f5hFFRsqe0r7bW3WuZmZlKTk5WRkaGa54HAACAKpK1TVo7vTBIt/Xo9n12Zui4xu2KStyLsuitekqxCV7MGACqROaHtyv59HvDEodWOtO+YsWKA3pBAAAA1AL5edKm+SWN4iyTvnVp6Li4elLr/oUZdMukpw2UGrb0YsYAUCNVOmhv37591cwEAAAAkWvnppI16LYe3dal52aFjmt6cMCe6IMKt2CLqfSfnABQw0WF7Zkq9C+orVn3r1/fl6ysLJeN79Gjx4HODQAAAF7Iy5E2zC0J0i2Lnr4qdFxCIyltQGFw7rLoA6R6KV7MGADqdiO6Cy+8UB07dtSll16q3/3ud6pfv37ImPnz5+u1117TuHHj9MADDxC0AwAA1BQZa0rK3G0t+vrZUn52qUFRUovuJY3ibD16sy7W8MijSQNA3VChoN0C8meeeUa33367zjvvPHXp0kWtW7dWYmKitm/froULF2rnzp0688wz9dlnn6lXr15VP3MAAABUXu5uad2sgCz6NGnHutBxSSkBZe4DC7PoiTT1BYCI7x4/bdo0fffdd1q5cqV2796tZs2aqV+/fhoyZIhSUiKvHIru8QAAoM6yP/O2ryhqFFcUpFvZe0Fe8LiomMIO7oFr0VM6suUaAOynzI/vUvLvx3jTPX7gwIHuAgAAgAiTvUNaOyOgo/tUKWtL6LgGLYMD9NZ9pfjQ5Y8AAO/RyhMAAKAmKigo3GLNmsT5g3Tbgs1XEDwuJl5K7VNS5m5fk9uSRQeAKlXNjegAAADgsd3bpTXTS8rc106T9mSEjrOAPDCLntpbik3wYsYAUHdFEbQDAADUXgX50qYFRVn0ojL3LYtDx8UmSWn9SzLoaQOlRqlezBgAUEUI2gEAALy2c3Nh5ty2W7MAfd1MKWdn6DhrDmdbrfmD9JY9pJg4L2YMANgrMu0AAAA1U16OtHFeUQa9KEjf/mvouPiGhVn0toNLsuj1m3oxYwBAZYWxbch+Be2TJ092l02bNqnAmqAEePHFF8M1NwAAgJovc11hYO6y6NOk9bOkvD2h45p3K8qgFwXpzbtK0TFezBgAUJMz7WPGjNHdd9/ttn1LTU1VFJ1HAQAACuXukdbPLmkWZ5fMtaHjEhuXNIpra1uu9ZeSGnsxYwBAhKt00P7ss8/qpZde0oUXXlg1MwIAAKgJfD4pfWVJozi7rJ8jFeQGj4uKLlx77oL0oix6005suQYAtVmUh5n2nJwcHXHEEWGbAAAAQI2QvbOwQZx/T3T7umtT6Lj6zUuaxdl69NS+UkIDL2YMAPCMh0H7pZdeqjfeeEN33HFH2CYBAAAQcVn0rUuDy9w3/iL5gnv5KDqucB/0wH3RG7cjiw4AqN6gfdSoUcXfW+O5559/XpMmTVLv3r0VFxe8zcijjz4avtkBAABUh93p0trpwaXue9JDxzVqU7Ldml1S+0hxiV7MGAAQyaq7PH7mzJlB1/v27eu+zps3L2wTAQAAqBYF+dLmhQFZ9GnS5kWWXg8eF5sote4XHKQ3au3VrAEANUo1B+1ffvmlqsI333yjhx56SNOnT9f69es1YcIEDR06tPh+n8+n0aNH61//+pfS09N15JFH6plnnlHnzp2rZD4AAKAW2rU1uMx97QwpZ0fouCYdAsrcB0qtekkxwRWFAABUt0qvaR85cqSeeOIJNWzYMOj2Xbt26W9/+1ul9mm3x/Tp08c957Bhw0Luf/DBB/WPf/xDL7/8sjp06ODW0Z988smaP3++EhMpRQMAAKXk50ob5wWXuW9bHjouvoGU1r8kSE8bKDVo7sWMAQC1UVT4Mu1RPktnV0JMTIzLirdo0SLo9i1btqhVq1bKy8vbv4lERQVl2m1arVu31nXXXafrr7/e3ZaRkaGWLVu6LefOOeecCj1vZmamkpOT3WMbNWq0X3MDAAARaseGwsB89ZTCQN26u+ftDh3XrEtJR3cL0lt0l6JjvJgxAKAOyPzsQSWffFNY4tAKZ9ot+LVA2i47duwIynTn5+frf//7X0ggfyBWrFihDRs26IQTTii+zYLvQw89VD/++GO5QXt2dra7BM4bAADUAnnZhfugr5lSshY9Y3XouMTk4DL3tAFSUhMvZgwAwAGrcNDeuHFjlw23S5cuXULut9vHjBmjcLGA3VhmPZBd999XlrFjx4Z1HgAAwANWCGgBucuiF5W5b5gj5ecEj4uKllocErzlWtODpehor2YOAIDC2Ieu4kG7NaOzLPtxxx2nd955RykpKcX3xcfHq3379q6c3Wu33HJL0BZ1lmlv27atp3MCAAD7kLNLWjcruGHczo2h4+o1KwzM2xYF6NbdPSG4zw4AAHWue7w59thji8vW27Vr5zLrVcnWx5uNGzcqNTW1+Ha77t9yriwJCQnuAgAAIjiLbs3h/MG5rUff+Ivkyw8eFx1b2MHdrUUvKnVvclBYm/sAABDpKhS0z5kzJ+j63Llzyx3bu3fvA5+V5LrFW+A+efLk4iDdsuY///yz/vrXv4blNQAAQDXYkymtnV7U0b2oYdzubaHjGqYWZdGLgvTUPlJckhczBgDgwITxBHOFgnYLmi2zbuXx+8qwW1O6itq5c6eWLl1afN2y+LNmzXKl95bNv+aaa/T3v//d7cvu3/LNSvAD93IHAAARpKBA2rIoIIs+Vdq80NLrweNiEqTWfYPXoieneTVrAADCrJqDdgum/WbOnOm2YLvhhht0+OGHu9usm/sjjzzi9lWvjGnTpmnIkCHF1/1r0UeMGOG2dbvxxhvdXu6XX3650tPTddRRR+nTTz9lj3YAACJF1raAPdGnSGtnSNll7NzSuH1JcG7r0Vv2kmLjvZgxAAC1e5/2wYMH66677tLvfve7oNttyzfLhE+fPl2RhH3aAQAIk/w8adMvJdut2Vr0bctCx8XVK9xmzb8nul0ahG9bWAAAIl3m5EeVfMJ11btPe+B6ditVL81umz9//gFNBgAARJAdGwO6uU+T1s2QcrNCxzXtXNIozr7aFmwxlf4TAwCAWiQqbM9U6f+jdu/e3e2F/u9//9tt9WZycnLcbXYfAACogfJyCvdBD9xyLX1V6LiEZKnNgJIMumXU65VsAwsAAFT9jegCPfvsszrttNPUpk2b4k7x1l3eGtR9+OGHYZsYAACoIrYyLnNtYXm7fz36+tlSfnapgVGFWfPAMvdmXaToaI8mDgBA3VPpoN3WtC9fvlyvv/66Fi60brDS8OHDdd5556l+/fpVMUcAAHAgcrKk9bOCS913rA8dl5RStN1aUZDeur+USD8YAAAqz8NMu7Hg3Dq6AwCACMyib19RuNWaP0jfOE8qyAseFxUjteoVsOXaQCmlY1jL+QAAqLuiqjdo/+CDD3TKKacoLi7Ofb83p59+erjmBgAA9iV7R+E2a2sCSt2ztoaOa9CqcKs1f5Ce2leKr+fFjAEAQLiD9qFDh2rDhg1q0aKF+748tq49Pz+/Mq8PAAAqqqBA2rqkMDD3r0ffZDu3lNq9NSZeSu0jtQkodU9uQxYdAIDaGrQX2B8JZXwPAACqUNa2gCy6lbpPl7IzQscltysMzt169EGFZe+xCV7MGAAAeN09fs+ePUpMTAzbBAAAgKT8PGnzgqIsetFadMuqlxabJKX1L8qgF2XSG7byYsYAAKAaVDpob9y4sesgf+yxx+o3v/mNjjjiCCUlJVXN7AAAqK12bg7eE90y6rm7QseldCrMnvvXo9sWbDFxXswYAABUmIeZ9kmTJumbb77RV199pccee0x5eXkaOHBgcRB/4oknhm1yAADUCnk50sa5JY3ibD16+srQcfENpTYDiprFDZbSBkj1m3oxYwAAECHl8VE+n+0Ns38sYJ86daqee+45t2+7rXePtEZ0mZmZSk5OVkZGhho1Yq9ZAEA1yFgbvCe67ZGet6fUoCipebeSRnG2Hr1ZFyk6xqNJAwCAcMn86p9KHnJlWOLQ/dqnffHixS7T7r9kZ2fr97//vcu0AwBQp+TultbPLgnSbT36jnWh45KaBO+Jbln0xGQvZgwAAGqQSgftaWlp2r17twvQ7XLTTTepd+/ebrs3AABqNStO2/5rSZm7XTbMlQpyg8dFxUgte5QE6ZZFT+nIlmsAANQVUR6uaW/evLkWLlzo9m23y8aNG10QX69evbBNCgCAiJC9U1o3o6TM3b7u2hw6rn6Lou3WikrdW/eT4ut7MWMAABARPAzaZ82apfT0dNeM7uuvv9att96q+fPnq2/fvhoyZIjuvffesE0OAIBqU1AgbV0avBZ90y+SryB4XHSclNqnpMzdvjZuRxYdAABUiQNqRLd161a3pv3999/X+PHjaUQHAKg5dqdLa6cFlLpPk/akh45r1KZkuzW7tOotxSV6MWMAAFBDZH7znJKP/Ys3jejefffd4gZ0lmFPSUnRUUcdpUceecRt+wYAQMQpyJc2Lyzcas0fpG9ZFDouNqmwtN2fQbevjVp7MWMAAFCjRYXtmSodtP/lL3/RMccco8svv9wF6b169QrbZAAACItdW4qCcwvSp0prZ0g5O0PHNelQtBa9KEBv2VOKifNixgAAAOEJ2jdt2lTZhwAAUHXyc6WN8wq3WvOvR9++InRcfAMprb/UJiBIr9/MixkDAIDaLsrDTDsAAJ7KXF8UnBeVuq+bKeXtCR3XrGvwWvTm3aToGC9mDAAAsN8I2gEAkSt3j7RhTmGQ7l+PnrkmdFxiclFwXrTtWtoAKamxFzMGAAAIK4J2AEBksM1M0lcF7Ik+RVo/RyrIDR4XFS216FEYnPvXo6d0kqKjvZo5AABAMMrjAQA1Xs6uwtJ2l0UvWou+q4y+KfWbB+yJPriwu3tCAy9mDAAAUEERELQvXbpUy5Ytc53kk5KSZNu9R4XxbAIAoJZl0bcuK2kUZ1n0jfMlX37wuOjYwn3Q/evQbU164/ZhPVsNAABQqzPtW7du1fDhw/XFF1+4IH3JkiXq2LGjLrnkEjVp0sTt1w4AqOP2ZEhrp5fsiW6X3dtDxzVKC9gTfZCU2keKS/JixgAAABGp0kH7tddeq9jYWK1atUrdu3cvvt0C+VGjRhG0A0BdU1AgbV4YkEWfVnhdvuBxMQmFpe2BQXpymlezBgAAqEIeZto/++wzTZw4UW3atAm6vXPnzlq5cmXYJgYAiFBZ2wIC9KnS2hlSdmbouCYHlQTnFqi37CXFxnsxYwAAgLpTHr9r1y7Vq1cv5PZt27YpISEhXPMCAESC/Dxp47yAju5TpW3LQsfF1ZfS+gcH6Q1aeDFjAACAWqXSQfvRRx+tV155Rffcc4+7buvaCwoK9OCDD2rIkCFVMUcAQHXZsbGwSZw/SLfu7rlZoeOadQno6D5Iat5dimFDEgAAgEIeZtotOD/++OM1bdo05eTk6MYbb9Qvv/ziMu3ff/992CYGAKhiednShrnS6oAgPWNV6LiE5OB16JZRr5fixYwBAABqBi/L43v27KnFixfrqaeeUsOGDbVz504NGzZMV155pVJTU8M2MQBAmLdcy1hTlEUvKnNfP1vKzwkeFxUttTgkOEhv2lmKjvZq5gAAAHVapYL23Nxc/fa3v9Wzzz6r2267repmBQA4MDlZ0vpZwVn0nRtCx9VrKrUZXBKkWxY9oaEXMwYAAMCBBu1xcXGaM2eOqtOOHTt0xx13aMKECdq0aZP69eunJ554QoMGDarWeQBARGfRty0vyqAXBekb5km+/OBx0bFSy56FwXnbokC9SYewlm8BAABA3pbHX3DBBXrhhRd0//33qzpceumlmjdvnl599VW1bt1ar732mk444QTNnz9faWns7wugDtqTKa2bURicry7adm33ttBxDVpJba3E3QL0QVJqHyk+dPcPAAAARK5KB+15eXl68cUXNWnSJA0YMED169cPuv/RRx8N2+R2796td955R++//76OOeYYd9tdd92lDz/8UM8884z+/ve/h+21ACAiFRRIWxYH74u+aYGl14PHxcRLqX2LsuhFa9EbpZFFBwAA8ISHmXbLevfv3999bw3pgqYV5j8O7QRBfn6+EhMTg25PSkrSd999V+ZjsrOz3cUvMzMzrHMCgCqVtU1aOz0gSJ8uZWeEjmvcLmBP9MFSq55SbIIXMwYAAEAklcd/+eWXqi7Wnf7www93e8J3795dLVu21Pjx4/Xjjz/q4IMPLvMxY8eO1ZgxY6ptjgCw3/LzpE3zSxrF2Xr0rUtDx8XVk1r3D+7o3rClFzMGAABANYvy+ayDUeRatmyZRo4cqW+++UYxMTEuy9+lSxdNnz5dCxZYiei+M+1t27ZVRkaGGjVqVM2zB4AAOzcFZNCnSWtnSLm7Qsc1PbgoOLcgfXDhFmwxlT7HCgAAAI9k/vyGkg87PyxxaKX/ChwyZMhey+C/+OILhVOnTp309ddfa9euXS4At73ghw8fro4dO5Y5PiEhwV0AwFN5OdKGucFr0dNXho5LaCSlDQgodR8o1UvxYsYAAACoDeXxffv2Ddm7fdasWW6t+4gRI1RVrOGdXbZv366JEyfqwQcfrLLXAoBKy1gTUOY+VVo3S8ovqfopFCW16B5c5t6sqxQd7dGkAQAAUDU8DNofe+yxMm+3ru47d+5UuFmAbhX8Xbt21dKlS3XDDTeoW7duuvjii8P+WgBQIbm7C4PywFL3HetCxyWlBGfQLaOeyDIdAAAAVFzYFkna/u2DBw/Www8/rHCyNQC33HKL1qxZo5SUFP3hD3/Qvffeq7i4uLC+DgCUydp+bP81uMzdyt4L8oLHRcUUdnAvDtIHSSkd2XINAACgLoryMNNeHuvoXnprtnA4++yz3QUAqkX2DmndTGn1lJJS96wtoeMatAwO0Fv3leLrezFjAAAARBwPg/Zhw4YFXbfS9fXr12vatGm64447wjYxAKhyBQWFW6zZVmv+Mnfbgs1XEDwuOk5K7SO1HVyyHj25LVl0AAAAVLlKB+3Wrj6we3x0dLRbb3733XfrpJNOCvf8ACB8dm+X1k6XVheVua+dJu3JCB1nAXlgFr1VLyku/JVEAAAAqKWiPMy0v/TSS2F7cQCoMgX50qYFwWvRtywOHRebJLXuJ7UtCtDTBkqNUr2YMQAAAGqNKO+CdtsfferUqWratGnQ7enp6erfv7+WL18etskBQIXt3FyYObfg3Naj27r0nDJ2tLDmcIFZ9JY9pBgaWwIAACAyVTpo//XXX5Wfnx9ye3Z2ttauXRuueQFA+fJzCzu4u0ZxRevRrcN7afENpbT+hcG5rUe3LHr94BOOAAAAQNh5UR7/wQcfBO2dnpycXHzdgvjJkyfroIMOCtvEAKBY5rqSEndbj75+lpS3J3Rc825FjeKsYdwgqXlXKTrGixkDAAAA1Ru0Dx06tPj7ESNGBN1ne6ZbwP7II4+EZ1YA6q7cPdL62cFr0TPLqOJJbBxQ5j5QShsgJTX2YsYAAACA90F7gW2NJKlDhw5ue7fSa9oBoNJ8Pil9Zcl+6HZZP0cqyA0eFxVduPa8OEgfLDXtxJZrAAAAiExedY/Pzc11jei2bdtG0A6g8rJ3FjaI8++Jbl93bQodV795UYl70Z7o1t09oYEXMwYAAAD2g0dBu5XBz5kzJ2wvDqCWZ9G3Lg0uc9/4i+QrrNopFh0npfYOLnVv3J4sOgAAAGouL/dpv+CCC/TCCy/o/vvvD9skANQCezKKsucBpe570kPHNWpTkkG3S2ofKS7RixkDAAAAEa/SQXteXp5efPFFTZo0SQMGDFD9+vWD7n/00UfDOT8AkaggX9q8MCCLPk3avMjS68HjYhMLS9sDg/RGrb2aNQAAAFBNPMy0z5s3T/3793ffL168OHhalLMCtdOurcFl7mtnSDk7Qsc16RBc5t6ypxQb78WMAQAAgFqh0kH7l19+WTUzARAZ8nML154HBunbloeOi28gpfUvCdLTBkoNmnsxYwAAAKDWqnTQ7rd06VItW7ZMxxxzjJKSkuTz+ci0AzXRjg2FgfnqKYVl7tbdPW936LhmXQKy6IOkFt2l6BgvZgwAAABEOA/L47du3aqzzz7bZdwtSF+yZInbBu6SSy5RkyZN9Mgjj4RtcgDCLC+7cB90l0EvCtIzVoeOS0wuzJy3Ldp2LW2AlNTEixkDAAAANY+X3eOvvfZat/XbqlWr1L179+Lbhw8frlGjRhG0A5G05ZoF5P5GcZZJ3zBHys8JHhcVLbU4pKhZnAXpg6SmB0vR0V7NHAAAAMD+Bu2fffaZJk6cqDZt2gTd3rlzZ61cubKyTwcgXHJ2SetmBa9F37kxdFy9ZiWN4iyTbt3dExp6MWMAAACgloryLmjftWuX6tWrF3L7tm3blJCQEK55AdhXFt2aw/mDc8uiW/M4X37wuOhYqVWvoiC9qNS9yUFhLdcBAAAAEEHl8UcffbReeeUV3XPPPUVziVJBQYEefPBBDRkyJGwTAxBgT6a0dnphmbs/UN+9LXRcw9SSRnGWRU/tI8UleTFjAAAAAF4E7RacH3/88Zo2bZpycnJ044036pdffnGZ9u+//z4ccwLqtoICacuigCz6VGnzQkuvB4+LSZBa9y0pdbdMenKaV7MGAAAAUMzDTHvPnj21ePFiPfXUU2rYsKF27typYcOG6corr1RqamrYJgbUGVnbgjPollHPzgwd17h98JZrVvYeG+/FjAEAAABEanm8SU5O1m233Ra2SQB1Rn6etOmXko7u9nXr0tBxcfUKt1lzGfSiIL1BCy9mDAAAAKDSPA7at2/frhdeeEELFixw1w855BBdfPHFSklJCdvEgFphx8aAbu7TpHUzpNys0HFNOweUuQ8q3IItZr9+PQEAAADUIpWOCr755huddtppLts+cOBAd9s//vEP3X333frwww91zDHHVMU8gciXlyNtmCutmVISqKevCh2XkCy1GVCSQbeMej1OeAEAAAC1RpSHmXZbuz58+HA988wziomJcbfl5+friiuucPfNnTs3bJMDInrLtcy1hVut+cvc18+W8rNLDYySWnQPXoverIsUHe3RxAEAAABUPQ+D9qVLl+rtt98uDtiNfT9q1Ci3FRxQK+XultbNCsiiT5N2rA8dl5RSuNWav8y9dX8psZEXMwYAAABQC1Q6aO/fv79by961a9eg2+22Pn36hHNugHdZ9O0rCgNzl0mfKm2cJxXkBY+LipFa9Szcas2/Hj2lY1hLYQAAAADUQF6Wx1911VW6+uqrXcb9sMMOc7f99NNPevrpp3X//fdrzpw5xWN79+4dtokCVSZ7h7R2RkDDuKlS1tbQcQ1aFgbnLpM+SErtK8XX82LGAAAAACJa+IL2KJ/P0ooVF72PtbhRUVGyp7Svttbda5mZma5pXkZGhho1oky5zisokLYuKQzM/evRN8239HrwuJh4KbVP8Fr05DZk0QEAAADsU+a8SUrudWJY4tBKZ9pXrFhxQC8IVKusbQFZdAvSp0vZGaHjktsVlrf7s+itekmxCV7MGAAAAEBNF+VheXz79u3D9uJAWOXnSZsXFGXRi8rcLateWmySlNa/qFlcUdO4hq28mDEAAACAWinKu6Ddb/78+Vq1apVycnKCbj/99NPDMS9g33ZuDl6Hbhn13F2h41I6lTSKs0x6i0OkmDgvZgwAAAAAVRu0L1++XGeeeabbj92/ft3Y9yac69jtue666y699tpr2rBhg1q3bq2LLrpIt99+e/HroY7Iy5E2zi3ZE90u238NHRffUGozoGQdetpAqX5TL2YMAAAAoK6K8jBot87xHTp00OTJk93XKVOmaOvWrbruuuv08MMPh29mkh544AE988wzevnll9WjRw9NmzZNF198sWssZ13sUYtlrA3Iok+T1s+S8vaUGhQlNe9Wsie6XZp3laJjPJo0AAAAAHhcHv/jjz/qiy++ULNmzVwnebscddRRGjt2rAukZ86cGbbJ/fDDDzrjjDN06qmnuusHHXSQxo8f704UVNbn8zeofoMySqfhuej8bDXa/osab5ulxltnK3nbbCXt3hAyLic+WekpfZWR0kfpTfsoI6W38uIalgzYbJdN1Tt5AAAAACgldtU2eRa0W8l6w4aFgZIF7uvWrVPXrl1dg7pFixYpnI444gg9//zzWrx4sbp06aLZs2fru+++06OPPlruY7Kzs90lcMs3c+1bsxWdwJ7a3vOpbdQm9Ytaqn7RdlmiQ6JWKj4qeFlFni9aC33tNLPg4MKLr7NW7GklZUZJxVXxZTSZAwAAAACP9chZ6l3Q3rNnTxc8W2n8oYceqgcffFDx8fEuuO7YsaPC6eabb3ZBd7du3RQTE+NOGNx77706//zzy32MZfzHjBkTcnu/to0Vl1Q/rPPDviUW7FanvMXqkrvQXTrnLlTjgvSQcdujm2hxXDctievmvi6L66LsqMTi+21VOivTAQAAANQE0avCt2Q3yufvJFdBEydO1K5duzRs2DAtXbpUv//9710mvGnTpnrrrbd03HHHhW1yb775pm644QY99NBDbk37rFmzdM0117hM+4gRIyqcaW/btm1YNrXHPhQUSNuWSaunlKxF3/SL5CsIHhcdJ6X2Kenobl8btwvrXoYAAAAA4JXbn/iX7r3m8rDEoZXOtJ988snF3x988MFauHChtm3bpiZNmoS9o7sF7JZtP+ecc9z1Xr16aeXKlS6bXl7QnpCQ4C6oBrvTpbXTgxvG7QnNoqtRG6ltUaM4u7TqLcWVZNEBAAAAoDaJCuNz7fc+7YFSUlJUFbKyslyju0BWJl9gGV1Ur4J8afPCwuB8dVGQvqWMHgaxiVLrfiUBumXSG7X2YsYAAAAAUPe2fKtOp512mlvD3q5dO1ceb53prTR+5MiRXk+t9tu1pWhP9KJS97UzpJydoeOadCgMztsOLgzQW/aUYuK8mDEAAAAARIYwVqFHdND+5JNP6o477tAVV1yhTZs2qXXr1vrzn/+sO++80+up1S75udLGeYVBun89+vYVoePiG0hp/Ysy6EVBev1mXswYAAAAACJWlJf7tFcn21ru8ccfdxeEUeb6gHXoU6V1M6W8PaHjmnUtyqIXlbo37yZFh68LIgAAAACgBgftCIPcPdKGOSUBuq1Hz1wTOi4xOWAd+iApbYCU1NiLGQMAAABAzRZVRzLtqCTbvS99VUknd1uPvn6OVJAbPC4qWmrRo2S7NVuPntJJKtX0DwAAAABQeXWmPB77kLOrsLS9OEifKu3cGDquXrOSRnEWpLfuLyU08GLGAAAAAFD7RRG0180s+tZlwWvRN/4i+fKDx0XHFu6D7i9zt/XojduH9YcGAAAAALAXdWXLtzptT4a0dnpJBt0uu7eHjmuUVpJBt0tqHykuyYsZAwAAAABEeXztU1AgbVlUst2aBeqbF1p6PXhcTILUul9wkJ6c5tWsAQAAAABlImiv2bK2BZe5r50hZWeGjrOydrcW3QL0gVLLXlJsvBczBgAAAABUFGvaa5D8PGnTL0VZ9KJS923LQsfF1ZfS+gdsuzZQatDCixkDAAAAAA4Ea9oj2I6NhVut+cvcrbt7blbouKadgzu6N+8uxfBxAAAAAEBNF0V5fITIy5Y2zA1ei56xKnRcQrLUZoDUpqjU3TLq9VK8mDEAAAAAoKpRHu/RlmsZa4LXoq+fLeXnlBoYJbU4pDCD7l+Pbln16GiPJg4AAAAAqFYE7dUgJ0taP6swOPevR9+5IXRcvaYB69CLsugJDb2YMQAAAAAgAkRTHl8FWfRty4saxRWVum+YJ/nyg8dFx0otexYG5/716E06hPUsCgAAAACghosK31PVzaB9T6a0bkbJOnT7mrU1dFyDVlJbfxZ9sJTaR4qv58WMAQAAAAA1Bpn2ypv1ppQ+rzBI3zTf0uvB98fES6l9S7Zbs0x6ozSy6AAAAACASqF7/P745HopIeDANW4XsBZ9sNSqpxSb4OUMAQAAAAC1QRRBe+W1PUzqfHhJoN6wpdczAgAAAADUQlGsad8PF7wtNWrk9SwAAAAAALVeVNieic3DAQAAAACI0FQ7QTsAAAAAAGFF0A4AAAAAQK1f007QDgAAAABAhCJoBwAAAAAgjKJY0w4AAAAAQKQiaAcAAAAAICKRaQcAAAAAIGIRtAMAAAAAEJnoHg8AAAAAQGSKItMOAAAAAECEYk07AAAAAACRiUZ0AAAAAADUAQTtAAAAAACEU3T4Qm2CdgAAAAAAIlTEB+0HHXSQWw9Q+nLllVd6PTUAAAAAAEKFcU17rCLc1KlTlZ+fX3x93rx5OvHEE3XWWWd5Oi8AAAAAAMoSXZeC9ubNmwddv//++9WpUycde+yxns0JAAAAAIDy1aGgPVBOTo5ee+01jRo1qtwW+tnZ2e7il5mZWY0zBAAAAADUdVF1dcu39957T+np6brooovKHTN27FglJycXX9q2bVutcwQAAAAAoE4G7S+88IJOOeUUtW7dutwxt9xyizIyMoovq1evrtY5AgAAAADqtqi6tKbdb+XKlZo0aZLefffdvY5LSEhwFwAAAAAAvFEHy+PHjRunFi1a6NRTT/V6KgAAAAAAlK+urWkvKChwQfuIESMUG1tjigMAAAAAAHVQVF0L2q0sftWqVRo5cqTXUwEAAAAAYO/CF7PXjDXtJ510knw+n9fTAAAAAABgn6Lq4pp2AAAAAADqWKKdoB0AAAAAgPAi0w4AAAAAQESqc43oAAAAAACoKQjaAQAAAACIUD6CdgAAAAAAIlMYY3aCdgAAAAAAwokt3wAAAAAAiFSUxwMAAAAAEJnItAMAAAAAEKFY0w4AAAAAQMQKX6hN0A4AAAAAQBhFRVMeDwAAAABArUfQDgAAAABAGEXRPR4AAAAAgMhE0A4AAAAAQIQKY/N4gnYAAAAAAMIqiu7xAAAAAABEJLrHAwAAAAAQsQjaAQAAAACo9YvaCdoBAAAAAIhQBO0AAAAAAIQRW74BAAAAABCholjTDgAAAABAZKJ7PAAAAAAAEYugHQAAAACA2t48nqAdAAAAAIBwigpjqE3QDgAAAABAOLGmHQAAAACAyER5PAAAAAAAEYp92gEAAAAAiFBk2gEAAAAAiFBhTLQTtAMAAAAAEE51Kmhfu3atLrjgAjVt2lRJSUnq1auXpk2b5vW0AAAAAAAoU1QYC+RjFcG2b9+uI488UkOGDNEnn3yi5s2ba8mSJWrSpInXUwMAAAAAoMoz7REdtD/wwANq27atxo0bV3xbhw4dPJ0TAAAAAADVJaKD9g8++EAnn3yyzjrrLH399ddKS0vTFVdcocsuu6zcx2RnZ7uLX0ZGhvuamZlZLXMGAAAAANRte7J2ua8+n++AnyvKF45nqSKJiYnu66hRo1zgPnXqVF199dV69tlnNWLEiDIfc9ddd2nMmDHVPFMAAAAAAIItW7ZMHTt2VK0N2uPj4zVw4ED98MMPxbddddVVLnj/8ccfK5RpT09PV/v27bVq1SolJydXy7xRMVb9YMsfVq9erUaNGnk9HZTC5xO5+GwiF59NZOPziVx8NpGLzyay8flELqv4bteunevT1rhx49pbHp+amqpDDjkk6Lbu3bvrnXfeKfcxCQkJ7lKaBez8IEcm+1z4bCIXn0/k4rOJXHw2kY3PJ3Lx2UQuPpvIxucTuaKjo2v3lm/WOX7RokVBty1evNhlzgEAAAAAqO0iOmi/9tpr9dNPP+m+++7T0qVL9cYbb+j555/XlVde6fXUAAAAAACo20H7oEGDNGHCBI0fP149e/bUPffco8cff1znn39+hZ/DSuVHjx5dZsk8vMVnE9n4fCIXn03k4rOJbHw+kYvPJnLx2UQ2Pp+68dlEdCM6AAAAAADqsojOtAMAAAAAUJcRtAMAAAAAEKEI2gEAAAAAiFAE7QAAAAAARKhaG7TfddddioqKCrp069bN62mhyNq1a3XBBReoadOmSkpKUq9evTRt2jSvp1XnHXTQQSG/N3Zhm8XIkJ+frzvuuEMdOnRwvzedOnVyu2rQTzQy7NixQ9dcc43at2/vPp8jjjhCU6dO9Xpadc4333yj0047Ta1bt3b/fr333ntB99vvy5133qnU1FT3OZ1wwglasmSJZ/Ota/b1+bz77rs66aST3N8Hdv+sWbM8m2tds7fPJjc3VzfddJP7e61+/fpuzJ/+9CetW7fO0znXFfv6vbG4x+Ic+2yaNGni/l37+eefPZtvXfPNPj6fQH/5y1/cGNsRrTJqbdBuevToofXr1xdfvvvuO6+nBEnbt2/XkUceqbi4OH3yySeaP3++HnnkEfePDLxlAUbg78znn3/ubj/rrLO8nhokPfDAA3rmmWf01FNPacGCBe76gw8+qCeffNLrqUHSpZde6n5nXn31Vc2dO9cFHvaHk52kRPXZtWuX+vTpo6effrrM++135h//+IeeffZZ90et/ZF78skna8+ePdU+17poX5+P3X/UUUe5f98QOZ9NVlaWZsyY4U4c21c7ubJo0SKdfvrpnsy1rtnX702XLl3c3wb2/x6LdywJY/8P2rx5c7XPtS7atY/Px8+2Mv/pp59ccF9pvlpq9OjRvj59+ng9DZThpptu8h111FFeTwMVcPXVV/s6derkKygo8Hoq8Pl8p556qm/kyJFBtw0bNsx3/vnnezYnFMrKyvLFxMT4Pvroo6Db+/fv77vttts8m1ddZ3/mTJgwofi6/VvWqlUr30MPPVR8W3p6ui8hIcE3fvx4j2ZZd5X+fAKtWLHC3T9z5sxqnxf2/tn4TZkyxY1buXJltc0LFftsMjIy3LhJkyZV27yw989nzZo1vrS0NN+8efN87du39z322GO+yqjVmXYrd7MzGR07dtT555+vVatWeT0lSPrggw80cOBAl71t0aKF+vXrp3/9619eTwul5OTk6LXXXtPIkSNdGQ+8Z+XWkydP1uLFi9312bNnuzPqp5xyitdTq/Py8vLc8oXExMSg2638miqvyLFixQpt2LDBVUD4JScn69BDD9WPP/7o6dyAmiYjI8P9fdC4cWOvp4JSf789//zz7t82y/7CewUFBbrwwgt1ww03uErw/VFrg3b7H/BLL72kTz/91JWT2v+ojz76aLfmEN5avny5+0w6d+6siRMn6q9//auuuuoqvfzyy15PDQFsPU56erouuugir6eCIjfffLPOOecct27NlpfYCS9bQ20nJeGthg0b6vDDD3c9BmyNpwXwdtLLAkFbaoLIYAG7admyZdDtdt1/H4B9s+Uktsb93HPPVaNGjbyeDiR99NFHatCggTt5/Nhjj7nlWs2aNfN6WlDh8sbY2FgX7+yvWNVSgZmn3r17uyDemgP95z//0SWXXOLp3Oo6O9tkmfb77rvPXbfAY968eW594YgRI7yeHoq88MIL7vdov9bdoErYv1+vv/663njjDXem1ho0WdBunxG/O96ztexWmZKWlqaYmBj179/f/UE7ffp0r6cGAGFjTenOPvts19TRkjCIDEOGDHF/F2zZssVVsNpnZH07rKoV3rG/AZ544gnXC+JAKldrbaa9NCvdsSYNS5cu9XoqdZ517D3kkEOCbuvevTvLFyLIypUrNWnSJNdYC5HDyqr82Xbr4GulVtdee63Gjh3r9dQguW7+X3/9tXbu3KnVq1drypQp7o9bW6KFyNCqVSv3dePGjUG323X/fQD2HbDb3wmWySXLHjmsqebBBx+sww47zCVeLLNrX+Gtb7/9Vps2bVK7du3cZ2IX+/257rrrXMPAiqozQbv9EbVs2TIXMMJb1jneOo4GsjW6VgmByDBu3Dh3ZvbUU0/1eioo1b03Ojr4n23L6Fr1CiLrDyf7f43tlGFLgM444wyvp4Qitl2iBefWG8IvMzPTZaNseQOAfQfs1jPKTuzbtnyIXPa3QXZ2ttfTqPMuvPBCzZkzx1VB+C9WIWmJGPsbQXW9PP766693++VZIGjrC0ePHu3+uLVSRXjLMoPWUMvK4+0ff8tGWcMMuyAy/pG3oN3Kre1sICKH/Zt27733urO1Vh4/c+ZMPfroo64kG96z//lauWjXrl1dVZf9D9n6D1x88cVeT61OsZP0gVV11tPG/khKSUlxvzu2pOTvf/+766tiQbxtYWV/QA0dOtTTedcV+/p8tm3b5irv/Pt/+0/y28kWqiG8+2zsROQf//hHV+Jra6etb4e/D4TdHx8f7+HM6/ZnYydP7G8D237PPicrj7etx2y7UbbsjYx/10qf4LK+RPbvmf29UGG+Wmr48OG+1NRUX3x8vGuvb9eXLl3q9bRQ5MMPP/T17NnTbbPTrVs33/PPP+/1lFBk4sSJbruKRYsWeT0VlJKZmem24WvXrp0vMTHR17FjR7edWHZ2ttdTg8/ne+utt9xnYv/fsW3FrrzySredGKrXl19+6f4NK30ZMWJE8bZvd9xxh69ly5bu/0HHH388/95F0Oczbty4Mu+3rXzh3Wfj34KvrIs9Dt59Nrt37/adeeaZvtatW7v//1j8c/rpp7st+RAZ/66Vtj9bvkXZf8J5pgEAAAAAAIRHnVnTDgAAAABATUPQDgAAAABAhCJoBwAAAAAgQhG0AwAAAAAQoQjaAQAAAACIUATtAAAAAABEKIJ2AAAAAAAiFEE7AAAAAAARiqAdAIBaIioqSu+9954iwV133aW+ffvu12MvvPBC3XfffapqN998s/72t79V+esAAHAgCNoBAEDEnCyYPXu2/ve//+mqq65SVbv++uv18ssva/ny5VX+WgAA7C+CdgAAEDGefPJJnXXWWWrQoEGVv1azZs108skn65lnnqny1wIAYH8RtAMAUEkfffSRGjdurPz8fHd91qxZLtts5dZ+l156qS644AL3/datW3XuuecqLS1N9erVU69evTR+/Pjisc8//7xat26tgoKCoNc544wzNHLkyOLr77//vvr376/ExER17NhRY8aMUV5eXrnzXL16tc4++2w315SUFPd8v/76a/H9F110kYYOHaqHH35Yqampatq0qa688krl5uYWj1m/fr1OPfVUJSUlqUOHDnrjjTd00EEH6fHHH3f32/fmzDPPdMfAf93v1VdfdbclJyfrnHPO0Y4dO8qdrx3Pt99+W6eddto+M/n2nl566SX3vb0nG/Of//xHRx99tJvroEGDtHjxYk2dOlUDBw50JwFOOeUUbd68Oeh57LXefPPNcucEAIDXCNoBAKgkCwwt+Jw5c6a7/vXXX7us7VdffVU8xm77zW9+477fs2ePBgwYoI8//ljz5s3T5Zdf7tZtT5kyxd1vmWUL7L/88svix2/btk2ffvqpzj//fHf922+/1Z/+9CddffXVmj9/vp577jkXtN57771lztECb8siN2zY0D32+++/d4Hrb3/7W+Xk5BSPs9dctmyZ+2ql4vac/mDY2GuuW7fOvbd33nnHnWDYtGlT8f0WFJtx48a5AN9/3djzWrBtJznsYsfk/vvvL/e4zpkzRxkZGS7I3h+jR4/W7bf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- "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig11, ax11 = plt.subplots(figsize=[12, 4])\n", "ax11.plot(l3_spec.spec[0].spec_table['WAVELENGTH'], l3_spec.spec[0].spec_table['NPIXELS'], label='default fixed-width aperture')\n", @@ -2015,87 +1226,12 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": null, "id": "15ce62bc-bf8a-489f-9d61-1aae7469f673", "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2026-01-31 15:04:25,859 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2026-01-31 15:04:25,924 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_cal.fits',).\n", - "2026-01-31 15:04:25,927 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", - " pre_hooks: []\n", - " post_hooks: []\n", - " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example5a\n", - " output_dir: data/\n", - " output_ext: .fits\n", - " output_use_model: False\n", - " output_use_index: True\n", - " save_results: True\n", - " skip: False\n", - " suffix: None\n", - " search_output_file: True\n", - " input_dir: ''\n", - " subtract_background: None\n", - " apply_apcorr: True\n", - " extraction_type: optimal\n", - " use_source_posn: True\n", - " position_offset: 0.0\n", - " model_nod_pair: True\n", - " optimize_psf_location: True\n", - " smoothing_length: None\n", - " bkg_fit: None\n", - " bkg_order: None\n", - " log_increment: 50\n", - " save_profile: False\n", - " save_scene_model: True\n", - " save_residual_image: True\n", - " center_xy: None\n", - " ifu_autocen: False\n", - " bkg_sigma_clip: 3.0\n", - " ifu_rfcorr: True\n", - " ifu_set_srctype: None\n", - " ifu_rscale: None\n", - " ifu_covar_scale: 1.0\n", - " soss_atoca: True\n", - " soss_threshold: 0.01\n", - " soss_n_os: 2\n", - " soss_wave_grid_in: None\n", - " soss_wave_grid_out: None\n", - " soss_estimate: None\n", - " soss_rtol: 0.0001\n", - " soss_max_grid_size: 20000\n", - " soss_tikfac: None\n", - " soss_width: 40.0\n", - " soss_bad_pix: masking\n", - " soss_modelname: None\n", - " soss_order_3: True\n", - "2026-01-31 15:04:26,033 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_extract1d_0007.json\n", - "2026-01-31 15:04:26,039 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2026-01-31 15:04:26,047 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2026-01-31 15:04:26,048 - jwst.extract_1d.extract - WARNING - Turning off aperture correction for optimal extraction\n", - "2026-01-31 15:04:26,075 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2026-01-31 15:04:26,076 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2026-01-31 15:04:26,089 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", - "2026-01-31 15:04:26,106 - jwst.extract_1d.extract - INFO - Computed source location is 316.01, at pixel 200, wavelength 10.79\n", - "2026-01-31 15:04:26,119 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", - "2026-01-31 15:04:26,122 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is 285.51 pixels\n", - "2026-01-31 15:04:26,148 - jwst.extract_1d.psf_profile - INFO - Optimizing trace locations\n", - "2026-01-31 15:04:27,325 - jwst.extract_1d.psf_profile - INFO - Centering profile on spectrum at 315.34, wavelength 10.79\n", - "2026-01-31 15:04:27,326 - jwst.extract_1d.psf_profile - INFO - Also modeling a negative trace at 332.46 (offset: -17.12)\n", - "2026-01-31 15:04:27,678 - jwst.extract_1d.extract_1d_step - INFO - Saving scene_model data/lrs_slit_extract_example5a_scene_model.fits\n", - "2026-01-31 15:04:27,725 - jwst.extract_1d.extract_1d_step - INFO - Saving residual data/lrs_slit_extract_example5a_residual.fits\n", - "2026-01-31 15:04:27,770 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2026-01-31 15:04:27,826 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example5a_extract1dstep.fits\n", - "2026-01-31 15:04:27,826 - stpipe.step - INFO - Step Extract1dStep done\n", - "2026-01-31 15:04:27,826 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" - ] - } - ], + "outputs": [], "source": [ "sp2_ex5a = Extract1dStep.call(l2_cal_file, output_dir='data/', \n", " output_file='lrs_slit_extract_example5a', \n", @@ -2120,29 +1256,10 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "id": "5bfc8bb5-f2e0-45cc-9adc-d3d880d640bf", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/757253948.py:18: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig12.show()\n" - ] - }, - { - "data": { - "image/png": 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/66+66qrU3h7lEbaUtrWURb0E20ZjW/03velN/m233UbX4O2qzfmNLabxO+F3w++Ism6HHXbwf/WrX+X4ryzkjYP/r9eGjZAf6LlAT6ktL1IQBEEQBEEQikBqKvoYbCvLQUMC+0xjHrcgCIIgCIIglIVEKvoYzOHGlnGYm4j9pTHXGguYcGGuuD7WgiAIgiAIgpA3Uqjdx2Ax1S9+8QtYsGABLRSDq3hjVxgxKARBEARBEIQykUiFIAiCIAiCIAhdITUVgiAIgiAIgiB0hRgVgiAIgiAIgiB0hdRUAIDnebQyNS4ig6vCCulg1hwuEoarDONCYGngypiTk5PQC8bGxmDatGk9ubYwHIgMKV6G9FKOiAwRykDkSPuILlItxKgAoEm87rrr9vo2+pL58+fT6sNpk3iD9VeCBQsb0AvWXHNNWnF00Cez0DtEhhQrQ3otR0SGCGUgcqRzRBepBmJUAJBXQP8oZ8+e3evb6QuWLFlCwk//2yWBXgGcxP+459Uwe1a5GXdLXvZg/e2fpHsY5Iks9BY9D171xRPBld9ZJrwVK+CfX/hSJhnSSzkiMkQoC9FF2kd0kWohRgW2wFJhRpzEMpHbo50Q7UqzHHqViQcSQhbKmwdoULjTB/eBUQTtpnmULUdEhghlIbpI54guUg2kUFsQBEEQBEEQhK4Qo0IQBEEQBEEQhK6Q9CehNBq+Bw2//GsKgjA4lC1HRIYIwmAhukhxSKRCEARBEARBEISukEiFUBoe+PQq+5qCIAwOZcsRkSGCMFiILlIcEqkQBEEQBEEQBKErJFIhlIZH/yv/moIgDA5lyxGRIYIwWIguUhxiVMTw4osvwqP/eLK5ASNXWdsMt3Ns2jgmTso1skTY+BjmtoR72fjVr4Z58+ZluIAgCN1jTGYnba6nC53EI/h4cbIh5RJcLA1HsF8QiuX555+Hvz89v7nBT5mL5iTsVBeJmcyOD+DjdifDvaSNy7dlGccHeM2668Jqq63WxgWFMhGjIoY//uleOObh+4IEMR/AqTvBbHLUhHJ98N1gO27GY3x9rOeAP+Kz2cdQ56HRSns8JzKp9Fj0HvehcYvHNwCchgPetMDaxfd+Td0PbVC3N4Vvgsu6dX2vzcvTtcML6pOD+woGNm4Zt/sOuFMOfPOl7eCdu++e9z+1IAg2TGVevxAtJyKGQEYNIk7bR5mkxkT5oq+LciaUCfwe4u65E0VDEAQrV9x5O/z3/L8CjHqkb7hLa+DXgmezN+qDM70RPKdfHgWnjvMv0BPcSYeOb8xqBHPSCz7T/PYh0CW0PtAIznPwUBwbh1+BCg4+/wFGXnFpu+/6MLbEgfoMHyZX9mDk5WB7Y7oHQDpPcF/O8ho44IM/uw6wogYw5QbypaH0I6a7OPrePAB/VMka1JNwPLo3J/iOPoD74iicutlmcOA79u3Zfw8hGTEqYvD94MeNP3R8EyjjTvT5jb/zUKl3gr30ENaKufFUVdt88AGPpjFoMP0AVxOKJr0TXN8NdjtqQvu4aiSeh9vD85RRo98rw4CORTymGIS3FAiQ0Iigi+AfdW90E83v4ClB0w0N36dXmZR9PUHIjTQbIS6ykEaClzC8pO26pkERd28FGxNlyxGRIULPdRFS8lEJAPDGWKgAn+0TtUAzR51glM4gRZye2eq5Tw7KOj7XuR7CPABoUKDOQXpEMBYZHajQ41ijSq9xASZnAX1GQ4CugePXXaUzoNMUDYRAf8FrkPPV9QMjBcdV42g5UVuG5ypjZirQSvE7Oo3AqCFDw8MvB+DP9EhH6RbRRYpDCrXTUIp75IeslP6IR05Z9LZj06AIgy3dQCv8+BfnFI84WO/VHDjlwnHHNyVP8zuhJ0Q8j4JQIkzGZDk2wwTlAQ4z0NEucWN1O64gCFFI38AoA3n5tXtfTTSMKjYCpZ6chxgF0IkIKiLQHEiLFXWMjkxStCAwPsKh8VxyavrgqXEpKjGOUQQ1ntZJyPmqjBOdfWF+B73djLjqrA10aJJvk3037ThV4wcZILn+0wo5I5GKBCKTQxv1vppsGluon08a08PP0whUqhRPdyKDxEw1iEsn0AKi5kfTFYw8yGiEgm0nr4Z6j99JCRUUFDokGU7iHGqMpI2bIHSHdlhQXJTLhq7GNJwaxr4W+cGe9b1AWsoKQ4VKaybHnsue9zg39fPZUSnR2huu84rIMFBGgEplpuwLzw1SnfA4PAYjEnWVvUDhBHWOMk68aUo/UBkN+hqhbMD7GlOp2Ri10JETNFLI6Al0CR2hIONFpXQ3ZuhUKB/86R5tw+iFNx58F3dZDfyZjeC7TubjBxddpDjEqMgCPXSbSnuL8g9GhIIbAdxtxyMQKgWKX4OEBj9fv+fjNEsfmulToZfAiGboOgvcjgKB5zAa6VJBthOLTqhUqBCJaQlC72CpkjRLzdBAtzBRRMMpBUQJhuYx4iUUhPLRtZHaeFBCgGokUFkPPjbnaOgMZLnRWsFXtQ0+plGhgTLigYPKujYORrzAoNB6hXaw6veNpr6g07RRGXGwboKMClUzgWNThoNPx9VWOOCNNJ2yeC9Y90mxCYyC0DVVSpd2ZCpjhc7A+x7VhV9CVRFVMQ2zi4KpgFuODQ2QpJwA2wM6tFuiqUfhbmUgROaUNRXLGJcdHy0ET1FI9K9DGxkJhwqCUDx2g6IETd8i0gRBKIdmjaNStnV0gpR99XBmugGlS+tMCPWc1+/DFCdVEK2jGTrNmrIrsNiahyNZpgJuxzFcNFDC1Ckd6dDRDm0ENR2l2OwFjQi6virMpvvBbXgeXo+uE0RDtCFDEQqdCsWzRIRKIpGKBILQXvCD1hOMvPc8pYmnMbGIQljsrBVzlZtIe5gQwOhEmGalJ1TkJprKPS9uClOSqFNLMwwZTmiUDZPBOegdoOvz+8X3NJGxCCoQJDr6gpM/0u1F3Vu3qgv6GxoSchSEjtFzlGSIarTQzEPIB9I1VJcY/NTQD/KKRCnKliMiQ4SewtKcgrQhlZaMz3b03LMaiMD7H3j+SRcgQ6IWPP/RcMCoho5YTOFfVSSNY+OYntILWGQi0G9UoXbNx8yoAJWKheegzhB0nsTCatUtE5mpUqsaDtSnq7oM1GN0B8wRoAgGfU1sdjMDC8uDhjQjS4NCUgqMqDoRP1Ckuv4nFV2kOCRSkQaLADRrFQLDILS4tcGhjgsUeCM9ShkmYaTArJcwL2imUJn3w++LGRthDjT+iCnUGBhG4eE+wD7TpsP7VpoNLi++1h4MbRxpj4QaMCJkBEHoCc05yTbmOS+1v0M1hgjkR3UMCkEYRnSqEcKLryk6oF+qrlKnUQfzt1lsHegSTYemGjioodTjGUXWaEyE9ZoaXuCtDBAyONBgQZ1D1VPQoVNYX8HkiNJB3CmA1/k1+PfVVoPpeJ6OjmAb3Imghb2OpATRD/UdJ0QPqTpiVKQSPFF1DmPgJWytcdD1B1RsZKm3UDuZzWCpvrYUU9vODd+zIqnwvS7e1v3ldZ2GvoQHsOdGm8A7t9suqLHgYVQVjuQRjWZ4E3Irjir7JQgDg19C+pOq7wo7yVTMoBAZIgwdfM7rlvVaqWcvOlSvAaHWejA7N5J6op2Hqt2rtT5UGSEUpWBp4KF6g/ej6ivCa2kjBj9ro0LfEwMNhK1mz4FD9tgDppExoiIYky64E25QmK4dpup+KQozoVMuukN0keKQ9KckwjaxKjynrPxwkpo1ErwPsd6v8x/5dprPTbM9Es3TRdy1lDoJRO/XaRD8OHZ/vHgbI6H//eB9aj29ZvF5eDwvJmf5kHFt4gRBKBKciMUr9lrM6Vxr6i3P5YFOBxUEoXTCNGleD4l+wHHPSJVWBkW9NVWa0qZwv3Yg0kJzQXoSPeNxs+rgRMPhPlyfYoSdS9dk6ZCslSxGH0hFwgJwpo9ohyUu1KfBdSguevkF+P2vLoCXHeW0VZEVEncs6kLj6aiJKgYXqosYFUmwguwWhyD3FNrSmGxGKVf6W7yN7BjLfdgKpcNDkwwOfo8KnMQt223pVjwakoNCIQvOCEK7mN0abDLHmOAFYc3W7AGy+J0wlJh6glHvSLt1BMKmqxhdLGmzrs1SB+oIRiR9m0dHE7IpfEsheXCOslj4sS7Act+B5XpI7cRUNg1fa0Ov8m1rbd0poosUh5h9iUTzD4O3Yb5TEJILc41i8g4tUQqaPGzcME864hZshhpHfT9b04OYY1o6sHGDRt8XS+MKe+Hz7yReSkHoDZFogX0xq1wxO8yx7YIglI+1wyNLgcKF8UiPULUHISzLINQ7WN1FkMLUPJ7OJSMl2ngGXyO+A2O4tgRrYd+UP6qOQkcm9NhqZW1KszK6TZIoY41lgmPUvapCdEI3jTBqM4RqIkZFGi0P7ejkjjxnzQIo88cfGgqG1c4VBRVK1GOs5Hvwi13fBofMXTX+3nhNhXEfYV6iUXPRcrxuqqBCMi2RGZnIgtBzwhSInBV8Egdcrsl8F4TqoJ7RkZQm/IMGgW4DywhrJFm9Z/g+NrOCLXbLZY2KHLxvpTlw0W5vhzk6NMLvRXWGCusq1JjhGHg7o0bdBRV3M0NBt4/VxoW+R9Upiuo9cb9QaST9KQX7T5ilRLVsz/Cj95M2RVfAaDgO/PnJJ+DZZa8kDkPRxbhwpO02E64f2cYcGt2i5EKplH09QSidgp6zVTUsypYjIkOESmFJudZZRhxqa2+k3DRrOY2SUebIbMmyUH8XTiyH+/7+d6jrKIa+cHPwGNjY4WnNugy6T37zZn2nvu8cszxFFykOMSpyh4cvLKkKbFccPErwiuPAKU89nnpVmm/mZIyEJ9WmtidlRTULQRgK9MM0RmC0hBQ7Qw/DoxWmwiA+QkHoEeZ8NN5HShZMZZyj6x0ossFa3CddV/291puAa+f/DcCNUfAtMiNyO7bjdf1G3Hczt4k6UnnEqOh155aclIIst9JrGj1YcKbs6wnCQFDhaVO2HBEZIlQCWzo1fx9TnG0dI6XouoWk8do5N+2+bGRMAGkH0UWKQ2oqeq7Nl6ftD8dPWhAEQRCGFHnQCz1EIhUDREsKgyAIQicU4B0UBKEgbDUOWY5PO7/dcbNeN0s6U6Z6DaFqiFExQOjOblWlgevslHx/ZV9PEITBkiMiQ4RKYiloTkwxSiLLbzwtvarTtve2bQUbEaKLFIcYFYIgCIIgCP2G04ZC3o1SK5ECISNiVAwQVU9/kjZugtAnVFSGINJSVhAypAfFdXJLGsO6fkWbReBJJKVTdTJeh4guUhxSqC0IgiAIOXLTTTfBfvvtB2uvvTY4jgOXXHJJZP9HPvIR2s5fb3/72yPHvPjii/ChD30IZs+eDXPnzoVDDz0Uli5dGjnm/vvvh5133hmmTZsG6667Lpx++umlfD+hAhjrSMTu9wtyJHS7CKcsrjuQSKRCKA0PHGiULD3wmoIgDA5ly5FOZMgrr7wC2267LXzsYx+D/fff33oMGhHnnXde+Hl8fDyyHw2KZ599Fq6++mqYmpqCj370o/Dxj38cLrjgAtq/ZMkS2HPPPWGPPfaA73//+/DAAw/Q9dAAweOEISBLc8ksEYt2r9ntOD02KEQXKQ4xKgRBEAQhR/bee296JYFGxJprrmnd95e//AWuuOIKuOuuu+D1r389bfvud78L++yzD3zjG9+gCMjPf/5zmJychHPPPRfGxsZgyy23hPvuuw/OOOMMMSoGjazrUPS6E347HZviOk2Z+4dDFx8YJP1JEARBiCIP8hYwMsBfExMTXY13ww03wOqrrw6bbropHHHEEfDCCy+E+2677TaKOGiDAsGIhOu6cMcdd4TH7LLLLmRQaPbaay945JFH4KWXXurq3oQhJKmTU1yqk7k9LSUrLWWq25QqoeeIUSGUhuf35iUIwuDQKxmCNQtz5swJX6eddlrH3wFTn/73f/8Xrr32Wvja174GN954I0U2Go0G7V+wYAEZHJyRkRGYN28e7dPHrLHGGpFj9Gd9jDAg2IqY8zb844qn271OXvdVxHdUiC5SHJL+NKgMyQ9YEIQCEPnRwvz586loOq4Goh0+8IEPhO+33npr2GabbWDDDTek6MXuu+/e9b0KA047qUHdKOZZukbFHZfW7tYsJNcpXnHRD6EvEKNiwJ7MVV4Ar9GD4qiyrycIwmDJEX0tNCi4UZEnr3nNa2DVVVeFxx57jIwKrLVYuHBh5Jh6vU4doXQdBv597rnnIsfoz3G1GsKA004L2F4Tp6fkVVCegOgixSHpT0VT4u+oygZFvyCtIAVBKJunn36aairWWmst+rzTTjvBokWL4J577gmPue6668DzPNhhhx3CY1BeYWcoDXaKwhqNlVdeuQffQiiNAlODwvH5dbq5XtZzzShG0d9RKAQxKgTB0gryzDPPjD0GjQhs9ahfv/jFLyL70aB46KGH6AF/6aWX0oOfd2PRrSDXX399Uhq+/vWvw8knnww//OEPC/1uQj/iR1ezlIdsX4BOBOzEhC/kiSeeoPdPPfUU7Tv++OPh9ttvhyeffJLqKt71rnfBRhttRIXWyOabb05y5rDDDoM777wTbrnlFjjqqKMobQodHsiBBx5IRdrotEB588tf/hK+/e1vw3HHHdfT7y6UgK2gOc+IRJpzsh2FP2vxtThEBwJJf+o5VY1N4h35sFttGtR9D27yJoci5CitIIW+IJIiYPabHGx6lf7UDnfffTe89a1vDT9rRf+QQw6Bs88+myKVP/nJTygagTIBnQynnnpqpE4D5QQaEpgOhV2fDjjgAPjOd74T7sdi8auuugqOPPJI2H777Sl96qSTThIZMuwUIQ74mFlUlpyv/yYYhRluDa7xVuQyXj/oIv2KGBVlEle4VJCFjg5OGrrD37IDDvz7DjvB8okVcNM9t0E/g9EBDj68Oy201K0gMcVgt912gy996UuwyiqrZGoF+Z73vCe2FSR2gcFWkJK6ILS1oBUUI0MKHHrg2XXXXcH34//lrrzyytQxsNOTXuguDizw/uMf/9jRPQp9TBG6RNr5acZKN+lRKXxgs63hVauuCtfdfFWHFxHKQoyKXtON1l8wPvjw6ZuvBw9v0u3+Hj3foVeZ6Oth3QLnC1/4AqUctQumJOAKuRtssAE8/vjj8LnPfY4iG2go1Gq1zK0g8fy4VpBiVAiZ0wn8gjOuKiiaypYjZcssQUglbuE4p8TrdiJ70uRKzP5THrwbRh0HvJwS9nupiww6YlSUiXUSFvhD67LQyQcHnqFJ3P+TIa92kNIKUqgeTjFyQ0IUglB9bCHFXjyyu72+abCwMZ4fkfLffkGMigGmajpBL/MYi2oHKa0ghWJx1AO23NlMl6yoL6EfaioEoVDa+Unm8fNNalEbt9J22joV5vFZx8gBqakoDjH/ylAIhIFFWkEKpVKiPMnatEUQhJLRk9M2SZ2CJzLPgPBz7FrVzjlCZRGjQhAY0gpSEARBqBRFKdVZazHiIgm2sfKkwrVdgh1JfyoUrHjs9T1Uhwa49Cr3mu0hrSAFodqULUfalSGCUDjtpBal6SDtrDcRF6HIOkY791KgQdEPuki/IkZF4elPYlj0E9IKUhAEQegLyvbk+ykGh27wUNT9SBpU5RGjokCm+T6s5zuwEHxYVOv13fQevwdt3PCagiAMDmXLEZEhQs9xulOwV274sCq48A/Hg8miOzB0M3xJ63iKLlIcUlNRIGhQXPaJT8JbZ6zU61sRBEEosyO1IAgVYZ+V5sHvPnYErOYZO7IWe2fdFzeeuT9p3CzHCJVFIhUFsgB8OObcH8EDK5YBSKRCEIQ+QjINBKFPMD38RlrUrS+/BJ/+6XnwUrtu5CTlvhMBoc/LUvht2ydGReURo6JAlrgOXDa5XAwKhfSGFoQukUXpZJ0KQWiTJ0YAnvCW57v4jCmL/P6RYaKLFIcYFYIgCP3CkBsUgiBYMPXVbvVXXnitP5v7Ox03ybDotIOVUBnEqBBKo+G79Cr3mqVeThCEAZMjIkOESpJHp6W0MYr67SfVXJRgSIguUhxSqD0E4NxcyfNglmdWaQmCIAiC0Jc4JY2hoxZdXm+658Nsz8+meA6JEj5oSKRiCMAJ/P037QrPvfQSHPfXB3p2Hx444JVsx3oimQRhoChbjogMESpNkUXMTg7XYOccttqr4B2v3wH2v+JiWJpU32Er6M7x+4kuUhxiVBSKX5m7uPT+P8PSqale34ogCIIgCHngZ6hZcKqjvtz7wvOw7LabYarde4qr7RAqhxgVReP07rLjlMfnw5TjwIWvLJb5KAiCIAiDQEn1B912dBrzARzfh0kX4GaYgpuXPB90oUozgHr9nYSOEKNiQJnpA/xk97fBTQ8/BN9e+AxUAWnjJghdUoF2jL1GWsoKQhse/aSIRZJhktPP/rg1Xw1br7c+fPTOG2CyW0Mpp3sSXaQ4xKgYUIWg7gDc+te/wqOLXirngoIgCIIgDE73J43f+f5HXvwXLJuaAi+PTlBD7lDpB8SoGFBWAMAZ/5wPvlOdHl+9aeMmUkgYMIp+wFK6QvNaVZtB5beUrdq/gCAonJw6O3VyXkZ+O7kU4IWl0ZSndunWeDIQXaQ4KqJuDiD4VM4yWenp3f2PzRwmVAoEQRAEQehf2n2e59D+tdBx04rIZRG8vkWMirJw2FxyeiCAYmwcQRCqivYUqMlLjr6YyZ0DVvmghxYnhSBUm25Xue4FWVKfEFFe+gZJfyoRX4UPMArmFD1LfJYyqUOHOYcQO+sNXe4NlH09QcgN20/XxfnsN+VHTqlQNAyPdpqdWSo0jcqWIyJDhJ6T9SfY7lzl892paH1pAfclukhxSKSiTPiqlDn9vmgoo9NDmApFBRXG8RKxEIT+RE9cHbFw8kmjbDk1VDQcfBJGjhP5IQgVhjsZuMHQbcSxqHSqLOSTIS6UhEQqBhaHFIAq1QbhCpYNWcVSELoyKErxKvpBLARjIi1P9J5HPMuVIyJDhJ6TZc45FVoTo+KeB9FFikMiFQOKFGoLgtApOfWPEAShF/QissCuF4iPnARIL6MkQttIpGJACTOfZDIKQv9TcsF0U36IZSEIfY+TY4emDMXVwSmifAwjYlSUSalpA9VTBqQ3tCDkQBlRBMqdjNsHPUXWqRCGjm4XuMvj+n6Ouk6PZYvoIsUhRkWfexx1i9rIYlX4WZwEgjCwtHSPszRlyArJC3oTDt78y1MaRKYIQn/TTl1G1rUi/B7XbwiVoqc1FWeffTZss802MHv2bHrttNNO8Ic//CHcv+uuu4LjOJHX4YcfHhnjqaeegn333RdmzJgBq6++Ohx//PFQr9eh0vTSYO1xgWUvXsLgMnQyxNalKS/65AEuMkTIm6GTIxozTTrLuhFs+ZxCDYqk++kS0UUGNFKxzjrrwFe/+lXYeOONqff6T37yE3jXu94Ff/rTn2DLLbekYw477DA45ZRTwnNwwmoajQZN4jXXXBNuvfVWePbZZ+Hggw+G0dFR+MpXvtKT7zTu+7Cy78NLrgMTNou+gAd3J22pBWEQGEQZ0gvCIEW7aQ6CMAAMohxZqeHDdN+HF2oOeEmpCyXpKW0hcqhv6anptN9++8E+++xDE3mTTTaBL3/5y7DSSivB7bffHpm4OFH1C70Imquuugoefvhh+NnPfgbbbbcd7L333nDqqafCmWeeCZOTkz35Tq9zR+G6w46E7Zxy7LVI2kLFafhOT17C4DKIMqQtYtajGWREhgh5M4hy5KB5a8Hv3nsQzG4nl99JiUZkSY+KI8tt2CImBURERBcpjsrEY9DSv/DCC+GVV16h0KPm5z//Oay66qqw1VZbwQknnADLli0L9912222w9dZbwxprrBFu22uvvWDJkiXw0EMPxV5rYmKCjuGvvHiqMQVfv+hX8LRnCXvG5Cp3Yhk44MMB01eC98+YTe8znyeLVwkDyqDIkM6Xwu5w8Tu2sF3LMMaQIj+EQWdQ5MhtLy6E715xGSw3e70m0W4xNgBs1AA4ZtVXwRoNv/tr5Hl/A8RXv/pVSrk75phjwm0rVqyAI488ElZZZRUygA844AB47rnnep6S1/NC7QceeIAmLv4D4T/Mb3/7W9hiiy1o34EHHgjrr78+rL322nD//ffDZz/7WXjkkUfg4osvpv0LFiyITGJEf8Z9cZx22mnwxS9+sZDv80/XgfOWvGA315x8w327b7wpjI+Mwq/vub15qlYO6D2v4BaEwWTQZEgiSoZgD3h8yERSFTqd6rbztFeNyQ+nSukRgpAzgyZH7nM9uG/5IgC3wMnqAKw7Og4H7b4nXHHB+fBckhBqR8exHTukqsxdd90FP/jBD6jmh3PsscfCZZddBhdddBHMmTMHjjrqKNh///3hlltu6WlKXs+Nik033RTuu+8+WLx4Mfz617+GQw45BG688UaazB//+MfD49ALsNZaa8Huu+8Ojz/+OGy44YYdXxO9DMcdd1z4Gb0D6667LhSGjky4frTdSpeT5LP33RXELMx8STQsvGCb71Vn8ZhGD1axbAyrJBoihkWG+Cg/8FVwGD2MWiC+E1y3QpQtR0SGDAcDJUd820ff0jWOvdd6gvlzTxE3tzRWwG4XnAuvcOOF/B2W69lI04X4fqf/dZElRjRqfHycXjaWLl0KH/rQh+BHP/oRfOlLXwq342/0nHPOgQsuuAB222032nbeeefB5ptvTil7O+64Y5iSd80115CBi2l5mJKHBvHJJ58MY2Njg5n+hF9so402gu23356s9m233Ra+/e1vW4/dYYcd6O9jjz1Gf9ECM8M9+jPuiwP/A+ouD/pVKDq/AP+16eV3PUFwur7surDUZclPYfqCA44H4DTwshWwJgShQIZGhqDsqPnBC2VIEVNbyRCSHQ1qk1IFf4QgFE5fyhEzZTEmCzKyGF1SBMAatUzOrpx0HFhcc6CeIijaMs0H2I5fd911KbKgX/hbiwPTmzDasMcee0S233PPPTA1NRXZvtlmm8F6661HqXjdpOT1faTCxPM8yjO0gV4EBL0ECIYqsaBq4cKFlC+GXH311TQxddiyp7AaClpnBZWBMH0gZ4+jtlMoSkFmcXB5lQFFtVo91g4836VXudccYOkkDLAMif5ufR0+oEgFblHRziK6pGgZoi5TBdnRSzkiMmQ4qbwc8Tssv4qby0W0qI5EQjIIkriohDM4usj8+fMjxmNclALreu69915KfzLBlDo0gufOnRvZjgaETrfrNCWvr40KDP1hlwS0rl5++WUK5dxwww1w5ZVXUlgRP2NHBixEwTxGzCHbZZddwtyyPffckybsQQcdBKeffjr9Q5144olk3cX9h+oZDoA74gXzxcOUAp5i0OXYhqcBPYxu3aHx6YojrcfR3K2QoiAInTCYMkRFIYyHqlPzwRnxqeUlNIK0R0ov4Mf5eTglHHDQ7YjvHR+8UezLj8kM7F6UfiDqtjAIVF6OdGPYW5R0dFKEWQzd9KTnY0cW4FUyLE7Hse0z18xI+Q79yuwMESk0PD71qU+RYTpt2jToJ3pqVKBVj4UjWECCYSCcoDiJ3/a2t9E/KuaCfetb36IuDBgywup2nKiaWq0Gl156KRxxxBHkKZg5cyblQfJe0uXT+pjVXkaH5SbTfC6oF3MYrcCx6a9yNw7AhBSEwZchFpS8IBmiUhx1wKJTGRIpvObvlWMiOAidE2jIDMYDXRD6Vo50q1jrFCbe7AESmj3kMd/zNgaGxItxzz330G/yda97XbgNC69vuukm+N73vke/TWxVvGjRoki0AlPudLod/r3zzjvbTsnra6MCC03iwImLRVJpYEeGyy+/HCqFrTCaPI0eeQeCOcxmW17GBdkuTpAHrZQCnTVRhbkohdpC3gysDDFRTgm35oGHMgS1fJxKOk2pU1o8j0GEMzQq8BoVm0JSqC3kzUDLEaZfoBFBskNvR1iqY9r5rSlNMcdlva92j/WHQxfZfffdqRsZ56Mf/SjVTWChNf4msYvTtddeSwYugt3IsIWsboPcq9TeytVUDCRoN9CLRQuK7PLGc6K7VToEQeg9DjMsPMygjHlAdVmrpdeq0MP7KUWagiD0gDglPw59XCQqwaIUaalHWUSKzdjIEqkwz0s6Z0iipbNmzaL1UDgY/cL0O7390EMPpc5h8+bNI0Ph6KOPJkMCOz/1MrVXjIoiiUx47Csf/OVNGHKfI4YSUKU5SPXjJRdyiE0l9C0WryAtTYHGRZGX5fLDSI0mepwKVbYcERkiDBw0qS0TOW1ud+NcyGIAleS8GARd5Jvf/Ca4rkuRCmwogJ2dzjrrrJ6n9opRURY6UkHrShS7dgTvM6/fF1S+IQhCkTit0U4H20jnvailkVfdEqmwHScIQnk4OUcz4lKK4uZ4mshJUDK4P7XlkA7WxhhGbrjhhshnLOA+88wz6VWllLyer1Mx8DDjwUWFgLyMfr4eRUuhpX7tNH0UfvSmHWHtCrRF9MDtyUsQBoOm/DDXu8z9IYxuNd3soWKIDBGGnixOybRmMO2mNmaRMTFyadUGwI+33gne6ljSbnogY0QXKY7h+JZVoeB6ClwfcQvXgVVxliphUcM+yGNjYvgLQp9DOgKvy7IdkOe1tONCEITeU+RczNr1KaNh8eopgI3rqiENtaD2SQ9xRRMZeMSoKN2gKC4felXfh18e8R+wz1qrhkrBLcum4ODrboR/atemFF0KQv+RZEzkiU0+iMwQhGrQzjw0560R3aB2sua+bouj1TU/v+2O8PVd3h5e4/kRBw669wa4xl+ePH6BaeFCOUhNRYnk3BUtig/wEi7r/qNz4OnFk4G9qFbSDhImeq8VNHyXXmVfUxAGTo6EhVMFPYHjFq2qAGXLEZEhQmXpNHWJ9AJMo1Qt7dOKs9vp/uQDnHn/XTDqYPtatRhekLwZNWSSxijYsBBdpDjEqCiFYKbQqrRYpR1WT+e4RgUArAAHbpqcghHPgRE2wbOssyeF3IJQfcJi7TImrggEQagOFsOgo/P4djZGni6K+2qNIO2pIWGHYUOMijJ7zDs+uGpx65b9OT3EQwdmG2NFOjMUKAM8cOhVJmVfTxAKQRkTruOB79SK8eTxNSo6kCNlUbYcERkiVA4/r/PUujbKxxk5JksheNr2dscyI6QFTT3RRYpDjIqiMH4/OGFd1wcPF8LVEYqWc/TS1138+LRC4CV0iLKc0tJNRhCEgol5clrSEUhk4MJ3LkY7PXAdt+kNyPFhFToYdFN1LjsqaGAIwtDRyTzk8zgiLtiHJD3Bdm5ScTc3EiL72pBXopP0JcOR5FWRbk9Y2aDbyhZ6WZ1d1YansaJOSUEYXKy5zGwWGg/jIFIRrKodkSHdPnzNltSGDAkCrfKEF4Se08l6DklrVHQzbhwJRd+ZdQwRN32LRCpKgKIArg+1GnoZg2hEbqnQ6sEfPvNxUA9zGQGoLohCm9UwF6Q4ShCSSG4Xi3JkpOaB5zvN1rI5CRIuQ2joRnhHUTuHy5oeIYXawtBiRgosDoHEc23GhK7zTDtXXy+LzInzUuomlOx6EYdFSbJFdJHiGI5vWQGCjCemCJTROo2tjCsIQtVRbVKMTU05oRs+FJiuaCyeab2MyBRB6C0dzsFIdnXSGG3usx6elBKl//baQyHkjkQqSkE1VIs4BIp5MvO0J6diGkADXHqVfU1B6B9sbsDoZ3JOFInpkbRdrsButlWTIyJDhL4gU9SSRQhsE5iPYY6XZIx01N46tcFsYYguUhzD8S0LIaFoIXGmFLf4nSAIAwqLWOi2soWFIWUBKkGoJp0WP4Yd3cICz2DtKlOMJL1PqLtoqblydV625V7S1sSojh9U6ACJVHRDXKemRKO9cD9j6734PViMzwLmguOrTMq+niDkT/AbzrGEIpmKP9TLliMiQ4S+xxQcWkfJ04EQGb9pvNiPY1GKgtvH2hBdpDgkUjHw7jw1eeNSGARBqC6GU4AiFPh/1IChOPkjtViCMHhdKMMCad/Y1qmBEXeOZ3GuMlnm9LtaJcQikYqO4S2cLH3m+Xv1woWr8A2tU1HgbUX+mvnYvHuLpS5UEIReYamMDlOemi1lca0K/NtZHnP0crbyjXCtCvE7CEL/ojst0WR2IuIC05V0+pOe5OFum0iJjThY9ieIpTA+oY7Be3C4PtSDqIWQL2JUlIHKgR5xg3aQ5GUMwwcsTNjFE5yXd6DtouyX4G/MuHEpkkUpEl4PiqPwmoJQfZLWnQg0fJfJkLqLkzyfK5s+EPQ6OLr1dSNhvRu1Cq+pBxRtiJQtR0SGCJWhEz2Bzolq+mRQtAzKjokzDDrtGBU5qPcWg+gixSFGRVFoKxz/pxasGqs1aKl2ClxQIVPz2I6fxIYsIIOiAeDWg/Gp33zW7i3aKJEIhiCUiyVCoR/8JC8wQlHzYLQWLCDRqNVarYE8Jq1aTdupBx/pMeglrHVjSXEQ+SEIBWKb61n1dD1fXZznMd2fvIRzk+5Dv6f1sWJkGu+ASbIiIctD6EvEqMgbJ5q7iIvdYbrCyEgD5o4vpwVQVrij8C/Xg4ZrKAbdQp5FB9wpH0ZWBIvfNcaU8PD9psexR84Cz3fpVfY1BaFaKZJGmlNcAQM7xh3xYNpIHVYeXwYrGqNBBAEdE+oBHqYRdNoZRrejJoMikB+IN6q2JTSbKrv+omw5IjJEqDwpNZPkylTdn4J0qOYxukkTHcMzG8z2sgmOi5Y0Jv0Wx3Nt4VB2XooykuWYdhFdpDjEqMiFxCRCevjXXB9mjkzClO8GR7tBjnQRt+LWg0gFegXchhMoBSnpTuIgEISKgvPY9SlKMWNkiubqRG0kaNuoZ6+e4J1GLPQwOtI5xfrZk1OieRxdIkVglN1ZThCEGKipg36v57qR6tTNRE0orkZjAI2CaLqVvqylcCsmwiGCpH8Qo6JbMjw9qZ6i1oC5Y8tgyh+BmhMYGVOskKolDNgO9ITHSIQTKgQjK/wgUjEZRC/0MeFffc+8vEMQhGrAUyMBoOZipGIK5o4ug1FnHCZHa+DW/CAziR/fLlyhUDUU6JRA+YE0vOBzWJul8xeSPBGRblUiWgShMOIKm3mNpR+fTUHp2V5LyUXytcyxbNuyeBWS5Id4OfsWMSqSCBdvyfgLN2ev0t8p/anWgJVqEzDl18HzHHCp0FJZ8G16GUMjgHWCC9MZlVFRm/DAqzng1AOhEREyPbIhGuDQq+xrCkJfwds80mcfajUPptWmYO7IcsBY5yu1MbUAHpM7oRxJl1s6FTL4G7aEoXQFNCJqkzqx2kiJqMBDv2w5IjJEGAjSHvp5RCx4ETgfDzN/MLJKjWr89sZh7/NKgxJdpDjEqMgN9mDnL5xLKjIxzZ0C1/dhzK2rFpGWNIJ2NX7D00hGjE5foPeWVS3jvBuCIFQHXlPh+DDqNmB6bRImvBEYDdsytR7b6aWwKx2vq6DtWPYVtW+KXB5DEIQisLVo69aIyHJN0wFhpkqZ+k6cPiT5lH2DGBVJtPP0TDAGdD70rNoKWOGPwqQ3Qtu4UqBDkZ2jCrGUQuBOepQLHYlUcCdmD5DiKEHoDEx/GqvVYaY7AVO1GkUtyDGhyhjzIqipCCKdqu1U0EGOZIh2IQYtZ4dFjogMESpDjpNO6xsRNYfrMVmupRX+SI12hmiEvha/FMozU+fy2Xh88b4uEV2kOMSoSIJr4NYuLtlSAihS4Xgw3Z2k4yhSkYd0sGRbaaUAX3RtfC8LWQlC/+KgUeFTdAJlyIQ7qqKdyUWSmYc3ZRw5JgKjwhnp8kGYsbBbEIQUsir5SZ+1vFBd43RXt7CmIofukJHuUnzMmMgIGQpx340aV1oWBRUqixgVHZHwI7ds1yvhjjgejIAHNXpq5zRPdG600SLO8ZglkSSMSsyPRodn+XmMgtD/oBMCGzyMOA16kQzJ+xosmhnID6yn6GFosyJyRGSIUCk6SZGOnM+yJFo6Q+loZLNdddq9tMQsbe1jtUM2SW9KMCzyRnSR4hiOeEyn6JWvQ1eb+uXHdTxoOV/9oeKkom9W3QYzIvysHaUqpjQIghAPLqAZSXnqZv6a+kCLAiIuQkGoBElRST99P7WG5mmMZkOIPO/PFplISl1SaU5C/yNGRRotnn6jR2JcWM/4jErAcm+Uiiyn/BoZGXRI6Bno8P50ezjmaMDUPb+Gze3Ve65/pLWAEwShcqBjou67MEEyZBQm/Vr+19CNI/BvzQlebl4hVUEQciGutatFD9GL3kW6MEHUsGB/WBCD7Uib/2GpFa6NZS7syf7wTnWWsWOrtHg0Rag8kv6USpYaipjWBKyzGnoXV3hjMOGPUKE2KglU8KgijR1Z6TxkSJM5UABQEUCFwGNKQcucZDmPZTWDkuIoQegMj4yKGjV6WIGOiVCGqAPyeuiGTgk3NC5aBUNvn/BSqC0MLXEGRdyxRnpzoPTbUhqj+Ucd1WCadRSRezY22ro8hcdGzy2iHlR0keIQo6JtUsKFoVdALRIFAPW6CyumRmHh1CzyMi6emgb1Rg18tXIVLXzXRaQijD44PhkS3rgD9Rk1et8Yd4Gcmvh7puOClbaNIXqtJwiCYBLOSQemGjV4eWocnp2YC4vr02HR1AzwGphWqQQA9wAmNZSwGhHNxezQCeGNBPIDPzfG0TkRGBrBujptRi7EySgI+WEq31mV80iWAlU/R/epE5rHtDFreZE3uwfeAILGj9RssGzymC4Oze5UqisUtbMWaVJ1xKhoGzUh42oo9EShw4KDPM+FyfoIvDg5Eya9GiydGgev4Qb5jeb5bc4ZumS4CBZ6FgEaYw7Up7ngjQB4Y8G2yAJZ1jGikZUiaPguvcqk7OsJQoR22jImnFdvuLBsagxemJwJL9fHYenkOPgoQ7QnLyI7Mmj9ze6wgWhg8sMbBahPDyIVjVFocUpEHBk9oGw5IjJE6EvMNCSdc20mVEQiDPF6QqbrZKGN5jCRFPEcEV2kOMSoyNWwYNtZR6ZGA42KGrwwMROmPBeW10eh4bnBYlPQmSERcRhGcqGVUTE9SF1oKKPCNxUIY66249wUBCELTmfyREUvw1aKPkY7a2RU/GtiJiyrj5FjIoh0qmhnmyEBa/YmaKMC5YdDQ+N7fyTDc93iIZU2soJQEAkRCU6kTiFLh6UWQ6SDe4s7xzRoMt67FHD3F2JUtI3ZqjXhB68mjVd3YXJiFJ55eXaQG12vgTeFkYp8cgPCxlSoBIz7UJ+JW11KWajP8MEbUe3h+OVkngpChZwSUYcEdZ1maZH1yRosdafBMzWAqXoNJidGwDcWtiTalSeGCMLoZmMcYGJOEKnA1Cdv1A8cE7ywsqXIUm3usu+EIAhtEKf4Ownv8aV1D3yvI5EmaZM4DGqoJTixy6XeoR2dmFpJiRKqA6ZKd2opyrakc9mMibhUKaE6iFHRNjwfMaGIm+M54GNdxcQoGRWY+qTrKfK6JbqsUgIwOoGr4KJRgakMQfoTO7ZH8xLzsbFgvexrCkL1aM1rtkUsws0NF+pTNVi+YhQajRo00CnRYHlIHaRO8stGIhUjPjQwUgFKhmCkApUDi6KS0vRuIOSIyBChUrSRPhQ+7xMmZlinkBT9SJrYPBiiHK0ttQ/8HlhjmrDWwnadAqed6CLFIUZFR7T34/CxoHLKIaOC1qzAzw038DLmcSu+oRSMAdT1LY4CjKB3UwomBaEP5AgzNthDHqMSdacGnjNGDgl0UoTexnaUDNvlTflBNRXqutQJyvBkDsezURCqgzlX+ZxPqu8095vOB3YMRRv4ujRtpD9F0i9t1/B9GPOCBeBI7dEiLmkdnE7lmtBThqNypBfoiUWLzmBhhQveRI1ePqU+qdACO65jWPqTX/NJKWiM+dAY92HX2eNw8X77wroVWOpeF0eV/RKEvoTLBnJMKBkyWSOjghaz4sfmIT9cn2ootPzAdEqUKTzFstf0gwy56aabYL/99oO1116bFKdLLrkksh/rZU466SRYa621YPr06bDHHnvAo48+GjnmxRdfhA996EMwe/ZsmDt3Lhx66KGwdOnSyDH3338/7LzzzjBt2jRYd9114fTTT+/wX1XoC7LOQ3O/cU5EdjhGulEn89zUY/R7NXXWaABcvOs7YO8a5Wb33MMpukhxDMe37DmqHRqtaBm8+MrXeV4mUAyar0X1Ojz85JMwmfOlBEEoESUvwhayZi0FP64btELBZEi4XcjMK6+8Attuuy2ceeaZ1v2o/H/nO9+B73//+3DHHXfAzJkzYa+99oIVK1aEx6BB8dBDD8HVV18Nl156KRkqH//4x8P9S5YsgT333BPWX399uOeee+DrX/86nHzyyfDDH/6wlO8o9BklKvKBgdIUGnUA+MtTT8Ki+lR79yTpFX2HpD+VgTYgtHeA92uOHJfTk1spBchdXgPufPjBYBE8va9HUD1JyYVWZV9PEIogLHTUxgSvpci5hRvZLUp+RIqzK0LZcqSTa+299970soFRim9961tw4oknwrve9S7a9r//+7+wxhprUETjAx/4APzlL3+BK664Au666y54/etfT8d897vfhX322Qe+8Y1vUATk5z//OUxOTsK5554LY2NjsOWWW8J9990HZ5xxRsT4EIS0Yu7YTktm6lQSxrE8s+mFEQc+8/eH7Mf2ANFFikMiFQPMkPyGBWE4KMFrFxgR4h60gZEB/pqYmOhonCeeeAIWLFhAKU+aOXPmwA477AC33XYbfca/mPKkDQoEj3ddlyIb+phddtmFDAoNRjseeeQReOmll7r4pkLf0+YURmPC2ro1j/Tsbun19YW2EKOiUuQ4c8SgEITBo6yHa4VqKKoC1iyg8q9fp512WkfjoEGBYGSCg5/1Pvy7+uqrR/aPjIzAvHnzIsfYxuDXEISeIHJjaBGjonITcXBN8ga4PXm1gxRYCsNMUOul2z1Wk17JkPnz58PixYvD1wknnNDrfwpBKNYp0OEYQXAhBwnCr+8Ply7SrwzHtxSEjEiBpSAEJOoSQ9iiGp0E/DU+Pt7ROGuuuSb9fe655yLb8bPeh38XLlwY2V+v18lhwY+xjcGvIQwxKWlDqPSXMofjWt5mubikPvUdUqhdFjIx+qI4SgosBaHacqsfCrWT2GCDDUjpv/baa2G77bYLHQ3opDjiiCPo80477QSLFi0ip8P2229P26677jrwPI9qL/Qxn//852FqagpGR0dpGzoyNt10U1h55ZVzvWdhgIis/1DwYhDtDJ22LoYzXLpIvyKRirIYjt/TQBdZSoGlICh6v+xNpcF0R3QU4EvLDnz/1FNPUVrlMcccA1/60pfg//7v/+CBBx6Agw8+mBwO7373u+n4zTffHN7+9rfDYYcdBnfeeSfccsstcNRRR5HjAo9DDjzwQJIhmF6JkdFf/vKX8O1vfxuOO+64nn53oYdkLazu1FmQNOnjrmu7J1talbSXHQjEqBhg5KGfb5GlFFgKPUUKp/uGu+++G1772tfSC0FFH99jPRbymc98Bo4++miKTL7hDW8gIwQjnFhjpcGI5mabbQa77747RTrf/OY3R1IkUY5dddVVZLBgNOPTn/40jS/RTqGrjk9JRkI7bWWLQAyLyiPpT0JpeODSq+xr6iJLzIPWdJoPLQjCcMmRTq616667UrpkHBitOOWUU+gVBzoiLrjggsTrbLPNNvDHP/6x7fsTBpykVKKinBPGIt256/85DtpLXWTQGY5vOaSIUZ9vkaUUWAqCIAiVhRsMNuOhnU5KtrGcdtIj2YK7Wc7L6xihp4hRkTOv9gCOX2M9WL/Rw5uoaGeWhu/05FVEgaVGF1hi0aRZYKmxFVhiRygssNRIgaWQSi8mdQUf4v0sQwShUFj9wptgFI5aeS2Y7vk9WefG76TTU8J4edLvukiVEaMiZ9aujcCR73s/rD0SdOPoBVU0KPoFKbAUKk2Jk1vkiCD0L69beTX497fvC9NsE7kU/TbndSqEvkBqKsqGLS41bPRDGzcssHzrW98aftaK/iGHHALnn38+FVjiWhZYDIkRCSyetBVYoiGBBZbY9emAAw6gtS3MAssjjzySCixXXXVVKbAUsjPkvdv7vaWsIBSGLb0pD1mhx7ClU8V0fEInXOw9tXNdfg1neHSRfkWMipz5Z6MOZ/ziAvhnfQqg1sMbUb9f/B3Tb3k4fs9dIwWWwlBDsgIXxUoXGENs1whC9TCWnLjrxedh4rLfwwq3wId/UjG45Z6EwUeMipz5h+vAd/71bItB4fi4eFp+/9FGfR8mqaNA2oyVR78gDAw0nYt7Soc6ALuEzcE2JE43QegvmBJ/O0zB7YufC5Lcu1UDHPumcQ/AcwAmbTKCXBOquEI7NtPqJtKMFKHySE1F7mDcLyaJUYcNupzgO7gjcNX+H4At+uw/n++74JX8wmsKwuBgkR9F+g0q+DAvW46IDBH6DqfL7k0ZUi5HPIAf/b9d4Pi1X2M9hgwKHrGo0OJ2oosUh0Qq+pAX6nW47k/3whLPAzBCm2izOGjUmPmMgiD0N3xl2jLqKkR2CEL/4WeYx1nTkhIcGBihuOPvj8KzryztfPys5FxTIRSHGBVlwidaF0rBX12ALzz5KDhF5koWQAMcepV9TUHoe+Ie0n73mVTWwKo+hnk6yWHhD58cERki9AWFrDhnGVu9bzgA33vx2egxvbq/NhFdpDjEqCiDrJ0Ycs6Xbsl7rtCkFgShIphFleoVNHjw+2INHEEYKpK6MeU5Nh+v0y5OWu/oRnAMhz4+EIhR0QtiJ1cBBoVMRkEYDApKfbIFQeIKscWgEIQhRCa+kBExKsqkxNUsI9fSnkf1vlcpDLiwZ/m9oUu9nCAU5o3EwkfsqKLfFxY+KML72cdyRGSIUDm6Kbguu8V8BSMUoosUx3CUow8r3HpQTamqkBMtCIIgCEJBxEUzs6Qw2YyOdvVvW9pU0n3FUWanOyEXJFJRKaqzUswqngfruSPwqNeApTkVhOvWamVS9vUEQSiWsuWIyBChr4hTvP3+U0dW8nzYCGrwd6cBS3JsTCO6SHEMx7esEk7avjyTpdnFjJ7VaZG/HafNhN8c+Sl4tSM/EUGoAjr1KZi/4rITBMHAIhassiKrfu7n3JymzSjIJs4IXHLUcbCNM5Z6rFANRGMsC1snBQf/Azhw3OrrwFGrrNX+fInLjcQ0J26jmMWdGdKg7l6+DD569pnwD7/R7l0JglAEsQJCT+gcDA3bMGK/CEJv8btLO/JTxsHN6zUAvrvZ62Bbz01PY0ohWOO3DcERM/bjXh0OPvs78BdvMvtYQk+R9Kcy0BPMOnF8WGvOXFgxNQXwAuv53OPFYp6rOfAcTmQ3P7vTA4deZVL29QShEHg3N9Pz53ees+Ak2SgotyikqYvDWw7rCWXLEZEhQl8RO6lVQweriPABYwGvXnMtmPGXB+hXbx3HyapzxERH0mo5jP2Law7cBJMAtXznoOgixSFGRVng78lVMwb/4Mox6u1//e3B4H27vznbvCWhwbrBMKVAEIQ+gnsacWK7TIbgcraeoSC02Ufe9uwPI5hK+SDpUYuRNbJmhSCUQ1yLZ8cHJ0ZxCLo9NlMmW1KSItnRDjzm+vDuGy8DDFT4vm90mEsgqxDIctxw6N0DTU/Tn84++2zYZpttYPbs2fTaaaed4A9/+EO4f8WKFXDkkUfCKqusAiuttBIccMAB8Nxzz0XGeOqpp2DfffeFGTNmwOqrrw7HH3881Ov1Eu4+Jk/Aat0rhaCGf4P3Pv51mvaFsjFyuSUHnQwN9cL3Ofe175SG7/TkJQwu/S1D2nFIKINiRMsQnuOYIyQ/nFb5USFEhgjDKEdsj3E0KDALolUTMY5OSHsKx3YA6uCDF5tVwcdOGIxuzNL1qUN84395ILrIgBoV66yzDnz1q1+Fe+65B+6++27Ybbfd4F3vehc89NBDtP/YY4+F3//+93DRRRfBjTfeCM888wzsv//+4fmNRoMm8eTkJNx6663wk5/8BM4//3w46aSTCr5zZv3zH7ltwTk0HJRC4OBLGxaW+oqW8Tu6NYc6JqzhA9RQIdDeTEEYQPpXhsSR5JhA+eGFRkVhxdo+Myi0/BAZIgww/SFHkiaiGXI0dQr1IWJnmIWW7d1J2o4xH2CNug/T9QIN+p46aU/b6bnCcBkV++23H+yzzz6w8cYbwyabbAJf/vKXyQtw++23w+LFi+Gcc86BM844gyb49ttvD+eddx5NWNyPXHXVVfDwww/Dz372M9huu+1g7733hlNPPRXOPPNMmtzFwCafn/Ar55MAlYCaD+5YA5xRD5yRQDHQ0QrrOR2CSsCH1l4DfvOxD8G8hh8oBxWxkHUbt7JfwuDSnzIkDiYP+F981XxwRnxwRzxwUYagc6LDIsosUQp3ygG3riMWTqWiFSJDhGGUI5iORAtgsslI6U/qf5FjfSd8Bee2pkrazst+H9Ydkc50r/YcuPajR8CbR6a3fY2k75IHoosUR2W+JVr6F154IbzyyisUekSPwdTUFOyxxx7hMZttthmst956cNttt9Fn/Lv11lvDGmusER6z1157wZIlS0IPg42JiQk6hr/a9g7EtlaygBPY9cFFw6Lm0d9CLG6V+nTns/+Csy6+DFagUoCeRnwJwoBTXRnSJbpTnOtBDY2Kmo54dmlM2No+qtRJF42JemBQSKRCGCaqKkfCaciVa0p/aqYItZ5jbEvPiApzoVoSjtIW1DO2veB48PWLL4LHJlew0+MTmOK3s/uoiINUqLBR8cADD5BHYHx8HA4//HD47W9/C1tssQUsWLAAxsbGYO7cuZHjcdLiPgT/8kms9+t9cZx22mkwZ86c8LXuuuvG32BS5CBjWA4LGtHVV1MGBaYwOLS8NXSPpV3sA8t9+PX8xbACPYxmTUUGG0gQ+onKy5BOYXJFp04GMsSjz9He0R1iaTVNMoMMCvWyyQ6RH8KAUX05Eky81gClXQ4EhdrWIcIPNhU/jERE+tKnYJFBL9Qc+MnSF+CJmj5G3ye738iXibkOuw8xKapPz42KTTfdFO677z6444474IgjjoBDDjmEwohFcsIJJ1BIU7/mz58ffzB1UtJPdp76xPbxbkt0nPEeQ5QukEJQcz1wCyqypCG1QhAqBcG9ZZUNRUJt3PySXyKGBp7Ky5B2sdVYYaTT9WEEZQgaFq6l5WMbP/XYdCaPpUDVg1fYZcokw3o3AyFHRIYMBVWXI3HpSrTVTA/SDgKbZ1+lKIXj+fYxwrSj0LORQcbwY7gBk2EKxaU3tdxHDoguMsAtZdEDsNFGG9F7zFW866674Nvf/jb827/9G+UiLlq0KOIhwI4La665Jr3Hv3feeWdkPN2RQR9jAz0R+Gobs32jb1oSfnL6E2r8rkvt2hJ/XykP6vBUW/Mp9gqVAf0ajt+0MGT0lQzpBJQf9ELDwiOl342LdCaIoYyXCtMoKQWY+T8kOCEMMn0lR9pQ1iMpQxG7Q7WNTVJjytQZREcZCHoeqTDxPI/yDHFSj46OwrXXXhvue+SRR6htG+Y5IvgXQ5YLFy4Mj7n66qupJRyGLfMnOgHxQY/iYCztLPQKYPqTiy+V+pT4iM4wsywGBb1UupPu3FKllpAowrySXxIwHT6qLUPaR/ebDxwTQcQCI59sby5osWTKj6pZE2XLEZEhw0k/yRH8hY55PtRi9mWuhTDpZu63M21KljGiiwxopAJDf9glAQueXn75ZbjgggvghhtugCuvvJLyCw899FA47rjjYN68eTQ5jz76aJq8O+64I52/55570oQ96KCD4PTTT6fcxRNPPJH6SRfuRfQBZvoA57/lbXDTww/Bd/6Vshq28jRSMyiz61OuqEWxPOZ1iAugKM9AxXQGQRgOGdIGFC3QBgW1aGTLXusDQu+lH5NQneE62jGhmjvoaIUsoikMMn0hR+KiEz7AOg0fzn/He+H0qy6HKxvL48/vNBrgZ4xk6GtoucG2x3ZvSvhe1u1CpempUYFW/cEHHwzPPvssTVxcfAYn8dve9jba/81vfhNc16WFZtBjgN0UzjrrrPD8Wq0Gl156KeU/4gSfOXMm5UGecsopBd51c1ZhuvFdjz0KTyxZnOE8jFaU8FzmkZQibRdBqAD9J0NMAZBxhhppzSRLisDsVCt2hDAEVF6OpLRMwv5Ktz70IDxfn4xOYNOIiKRvW+oeYmqnUu9DEKpgVGDv5ySmTZtGfZ7xFcf6668Pl19+OZSKsrhXOABfe+YfKYcqY4LmrMphzPVeokIjzIlGZ2XFOrXogqWyrykMLn0nQ8wHfuZTCgiex3kuDbkRZmtWJOe5bDkiMmTw6Ts5YvD8iAP//dQj2eYnL6SGFAOk3bSplGJu6jaFWRsxdR6Zr9MloosMcKF2f2F0f+riV0/zlacv5EhLDuVw/JYFoX/oRH7oFErbaXk7DrhjQhCE3pKlgDpLJoTNQWD+5cfGjWG7pvm35bTgopmjn5L+1JeIUdEOTg6nOr33fPaKXqwqOSyrWAp9gt+9IChD0a9yBUXZckRkiNAXZDUC9LailXU/Z6GS4z2LLlIcw/Etq4BuC6lmFf3/MsNhFUqDEoThJUuz9/KH6sn4giCU87znXn/SQ5h10a5eEBZ2xXzm19MaZie6h7nmhdAXSKSiE7KEGM1NPkDDc6Dh4ToVBd2X6uSkMyv4un1VUBAkj1EQ2icQFw7JDfw9+/RKcBR0K19QbrhN2UF/KyA/NFJTIQgpOMlRguZK2pGFK9pvM2umP5mpVI3mZ1xfp8VIiHSti7lOAdNPdJHikEhF0d5+puVrZQD/Jkcp/O5CjHr4mEu82vNhI1qhUsx/QegLlNyIyJBYurAAdItpblAIglB9XaSdaV9GcbQRHYlsA4DVGj5s0XBg1Ms4jtAXiFHRBuEy9m1MvDDMqKKM2MMlNlLRiWVuCzlqTyP+18WX0WjhhNfvAN94257gVsX1KAhCIiQ7MFLhBR62dMdEBixKSCTKacgOQRAqgl6LyjQw+N+srWDNSGRSp7c0X4Z5PbObFPv8rpVXh1995D9gjlaI0rptiyzqCyT9qR06zO/THkZMfUKlwPdQ4487uMv7c3zwg+KN1hQoNfyZ994N4275cQq9smTZ1xSEvqOl3aOWISz9icj5921EOukvGRfVcReWLUdEhgg9J8vyNknH2IqkSTnIqOfEGRntiAU1hh7qmkXPw6M/PRde5q7tkrpWii5SHGJUJIBq95qYE+gALCA7IK73Wjo6ZSGiEMROyM5TF1peFu5HF4decVsQhGpheYBH5Yf2FhR0eUsKZXVMCkEYPtCmX9sDmAIfFo60kS0R5wg1F8ZNqqdot2tTam1GcMCTLsCTgIv1Ofbr6HFE+PQVYlSk8JUd3gjjo2Pw4dtubO+3bU4O9DI2AoWACnZsxU05QJdCA6jGUqAqUmQpxVGC0AaRxeeasoOinUV1c9MGBZMfVXumS6G2MGy4DsCZb307PLXwOfjkI39qjUIktY41t/G0bL09KeWJbiChjsNwkjoOumMtUiO0HdqcT1Ko3VeIUZHCeX+6m2oP9MItHaEWkSIvI3ZAwL9hRWRBSoHu3lKhtAVBELpr6+ZR9zgVrTDpdKorxSAMgLB6CqmrEITeg1P7uzffAMu8Rm7zkTSapO5LkQMT9nGcAjppZrlHoTKIUZEAKv43Naa6/jXjOFjgHUl/KlDXD+so2EtMC0HoY8L0JyDHRGhU5DWxIw9uzI1wolFOeZgLQs/AbOVr/RXtz8PEOlBmLbTbHCapFoMP3W76kqQ79T1iVJSBz5QC+hxo+WEQIc9JxA0JS6F2L5GQoyB0ju7+1HRKFFDwwOsp2CXiju3F81/Sn4ShI6+foC3qkNTpyaajJDWZIdnBDtAdqvR2amWf4RpxxkVOAkd0keKQlrJt0UaIgXn3nPA9S5IuUtlXtxleUix/QehvsDaTvSLypAjZkWVos9hTEITKwf0PkW1pXoF2i7P1X7PtfhgtUQaFrQWuMDBIpKKElrKBEeGHTQ78vMa1wewW9Gjy7IVez1/xDghCJzSfwI6SJc2JnpP8iHgimzUcmXOeS0QiFYLQTlqSKpjSx6httOaWeX4n1/Fjdhtpky1+kE5kR05TUXSR4hCjogzQcHd9GBlpUPqCAy54fD0JdlwAEwLtXgp1DqzlaqjPDQd/zT15+AuC0CUqounWfHrVaiqfABfBM+dzl54Dkh2eejXYWF4FPBKCIHQEGQ9+NBXJCq+D4Nsig6XIAjP9KeG4lvFsqVCis/QdYlS0g99ph4XAw1hzg5UufB5CyOk64XlotCjFINIqrgKId0AQMmAzFhwfXDcwKqi1rEqhbPEWBAImZqAYDO+hNi70EPpSFREjEqkQhg/TKWhTxG0/0wRnIir/lJBkTux2U6KShEOaMzOpVqPAaSe6SHFITUVbpLdBwX/QMfCb/7Aq7clxgRQCF1+uD4CvxOtAVwqBjlbgZ7yXUbQgm8vwCoJQZYyuS0EthQ8jbiA/SIbEeQSdLmspuPzQUYoheSAKwqBQQ13ExzQnlippYF1PwnREpjRrSD3Gt9xT0ng2NUs60PUNYlS0RXoF47Z+DS7f+wDYBvsx8vxFVAQcD1wVtdDbcwcVAu5t9ABqvgPfeu328N8bbhJ+DUEQKkjMgxNlhjYmUI4EtRVdXssWxeSOCW5oVCjiKQhDiTkPuUJvkQUHzlwZfrnL22FWwrwNezGZ4yalQMUP1nqvRr3Xx+asDj974x4wA1Oy4xBZ09dI+lO7pPzYl/oe3Pu3R2Ap8w4EcxSVgSCtMV0X6KwAgpdkcM+j5/vw12efhcUTK4wDyyVwgpZ7cZFNwqAQyBAV+cziIewUltdcxbUzy5YjFfwnEIRW48L4oS5Yvhzue+JxUOWV1m5MLcp/p/dgu4bFYfHMsqXwwFNPttaD2c61pXXlNBlFFykOMSraIv1H+GjNh8/8/aFoDEhZ/mGUQikFsT+yDhKYA28i8zqg9aLuAd+eueCZYDErQRD6C4fXZakoRUGPqEiUE2XUsDwJBaHKxBU0Q7xRcLW3Aq7+52OoeFijG2FqI79GlvvQ18x6LOPy+jK4/JnHml6R2I5VQ6SFDxhiVFSRnCdTDRz4yuZbwguvvAxfffof0CukOEoYerTrv6PfJVtJe4iRQm1hqGknOhB3rm8p1DbTleIKv/n14u4nxgA6aMY8eMvGm8LRf7oVlpme1RKnmegixSFGRd4kdVvIPEi+Pz4sxlqyfDm8PDGR67iCIJRHqanGRaZXCYLQHlkmfpJyn3VutyNg0nrNWATWsvoULFq6VIIQA4wkxJRIT1IJHABcquJLTzwOZy5coG5EQouCIBh0uhiWIAjlkWVems94P4PGZ10zq4N7s61BgW9dHy6afBk+/fgDsDwsCss4Vrf31Yecdtpp8IY3vAFmzZoFq6++Orz73e+GRx55JHLMihUr4Mgjj4RVVlkFVlppJTjggAPgueeeixzz1FNPwb777gszZsygcY4//nio1+uF3bcYFYMIb8vGC7FSukWUFXIs+yUIgwKmPwUpUMP7uxYZIgw1WSISNhFRtjPRXELHD3tNxR9fUqe5ftBFbrzxRjIYbr/9drj66qthamoK9txzT3jllVfCY4499lj4/e9/DxdddBEd/8wzz8D+++8f7m80GmRQTE5Owq233go/+clP4Pzzz4eTTjoJikLSn0qkgCYGgiAMBCIRBEGIIUtBc7vFzZ0o71kLtdtpQ9vpwnkDzhVXXBH5jMYARhruuece2GWXXWDx4sVwzjnnwAUXXAC77bYbHXPeeefB5ptvTobIjjvuCFdddRU8/PDDcM0118Aaa6wB2223HZx66qnw2c9+Fk4++WQYGxvL/b4lUlESODewxzzNoQIt8QIbwwyFd0AQekLG4IPuAlXZSV4CIkMEwYKZ7pQU0cBltHRLWdv5Wa6R9disi9klRVd4MXkO9FIXWbJkSeQ1kbHWFY0IZN68efQXjQuMXuyxxx7hMZttthmst956cNttt9Fn/Lv11luTQaHZa6+96LoPPfQQFIEYFXmTUKSNP6pscyJnhUGeiYIwMAx7+pMgDB2dqARmjQQXGzwlOg9RYktb4teyrFkRuxaF7X4GSNytu+66MGfOnPCFtRNpeJ4HxxxzDLzpTW+CrbbairYtWLCAIg1z586NHIsGBO7Tx3CDQu/X+4pA0p+KxJhIGKFQTdySKbpHc4/Cir3w+omXURgU5JfcGzkiMkTou7xqs8NTykJ5sePaajXSjknaHnedLNuStveRLjJ//nyYPXt2uH18fDz1XKytePDBB+Hmm2+GqiORiqKImVAUq+Ar4hZ5fT+DV0AQhPKglIMOJiB5FHP0NGTJiU46ZnizrwShN9giC2nFzeZ+mw6Qh15guzez3iPuvDgGNMtz9uzZkVeaUXHUUUfBpZdeCtdffz2ss8464fY111yTCrAXLVoUOR67P+E+fYzZDUp/1sfkjRgVRdFNd8Z2HviWHES1aLcgCH2PmtCMQue2LU1BEITek2dnpG7XvYiLeLRT/0AlHW1+mSGSR77vk0Hx29/+Fq677jrYYIMNIvu33357GB0dhWuvvTbchi1nsYXsTjvtRJ/x7wMPPAALFy4Mj8FOUmjMbLHFFoXct6Q/FUkYgmxVDLKd2AV+ldthlntNQRgoii7UrrhhUbYcERkiVJa0dKYsaUjdrEkR13kqk0GRcn/OcOsiRx55JHV2+t3vfkdrVegaCKzDmD59Ov099NBD4bjjjqPibTQUjj76aDIksPMTgi1o0Xg46KCD4PTTT6cxTjzxRBo7S9pVJ4hRUSKZU55QacjyA8wjbKmiGvLcFIQS0M6Fbiec1GoLghDnADALsk24Mq+P8VXuSlqL2rQIhm2NLMu5qA+FH/mxcXUg5vsB5+yzz6a/u+66a2Q7to39yEc+Qu+/+c1vguu6tOgddpHCzk5nnXVWeGytVqPUqSOOOIKMjZkzZ8IhhxwCp5xySmH3LUZFiWSeD2V7BkuaqB449CqTsq8nCHa0MdHZ2U5ZMqJiUYkqyBGRIULfYFPms9ZU2tq5FmwAUduarIZQjvfUD7qIT2sPJDNt2jQ488wz6RXH+uuvD5dffjmUhdRUlAA3voP3RcUjDeIuY7R96wM9QhD6n3Bad1KoHaxx4xTZeVoEgSD0FzYvfjue/bjOTXFj8EhElmhpmgFja0Ebdx9CXyBGRVu0WxsRnhUY33rhqqImip/xlp3szWZkTgtCHvAk4s6HQIeEU3T3uDwLQgVBKI64OoashoXDtMC4TlLm+6RibDMioq/tGde0HZPWvUroCyT9qV26/HG/5uUxeI23ClzWWApLodh7rJpBIOtUCMNNlh6LbQxRIOFlKvgwl3UqBCEjMfPXBQd2d6fBioYHN/uT9vO6rNW0vnc6z6jIE9FFikMiFTG4jgtjLf9AncXj6Cx12utH14bP73sQzKoX9AOzTNBOfsvkHJDUKEHIlxxC+jQ3/YJvL1ips3KOCUEYNmqOC6Pawk9KTUqDnev4Phy+485w4JbbRPfZnBZpkY6Ya5iGie+wBrI2ORiXUjWkhdr9ikQqYththx3g9+uvD8dd9n/wkOvn1lLsD+5TcN1l34YXxkYBpmrddX9Kux5Ui35o4yYIw0yYbUA5VtXsCictZYVh4h1v3hleu9HGcPhVv4enam12f7J1eSKvOcDRf7wKGnSM4T3MWrCdpTTUY4ZMxMKIGc9m1KR1o+oA0UWKQ4yKGBYvWQIPP/EELOezomt8WDLmw5TbgPrUWNJhxTAcv2lBqC45zG0e+RQEYbB5afFi+MtTT8IkFUfGTHytcJuKd6yC7sAzIz44qOjyeodeYBo+cccIfYEYFTHc9fBDcOxf78c8qNzGDJx/WbSKHK7JUheSZFGZSB6jIHT+e0TZ4fLOCwX8tMMMBB9TFao5d6SmQhgmbrr/Pjhp/t+aukicx54bFrbtEE1F0n8pgmDrHJVVwWeRBEpw0tfjRk7YUTvYH4la8DHNscwIR05TUXSR4hCjomiaScoqTRnDbgVcIw2//PW5BEHIb3Kh7MBe58MSRhcEQZEUfci63TQcyD/hZB/DoviboAHgY26V7dp4PTPVKm0Ni5jrCNVFCrVLor150Y4F0MZ12LAzfB9e79RgVS4AMg8kCEJHdNUeUXvuBEEQGFllSkR4pNQ4ZLlmu+cZx2OJyLaeC+s3OugOJVQSMSqKIKa3sk5/Ss2H7raVW9ok9AFe5Ttw4SeOhp1nzmrdXVDXJ10cVfZLEPq2/ZM6XK9NEUl/GlJEhghDR1K3pKx6QEtXJ5aqxM8xz82hY511HB9g3PPhrPd8AA5Zf6Pka+Qs8kQXKQ5JfyqCbrsUtHNuXG5lShu4Z3wfPnzW9+DvjSnsWdfBTQqCUCo+1lTm9YQXBKGvyJI2xLGlK3mWxe6cnPQR3dMmLtqgrkXVWkrBnnAc+NRvfwkveo2mNpqkPw23P6UvEKOiKLp67hevNLziOnC7Xy/VoEBLvexipWHxDgj9QEU6JpjYvJUVfoiXLUdEhgiVJGvPlxjHY0s9RdLxtuOS7iHjOJj1dLfTCPKgOrmPDhFdpDgk/alIevUbypD+VEVlQRAGF92OrbOJp9Mm3SInr9+aZz0cj0FBGGC4AcAjCTFp2iFp+/jY+r2jtEr9Xh/HoiNht6kMGRUtx4lAqjxiVOSCynNOmaxqkdps43VwC5k9jIZgsaVoB20lZQ4LQm50YQtQ1zj1t7S2bAXVVgmC0OOUKVpfN+YBbxoKaWPbWsya+2z1HXHb0mpBhEoj6U8lpS5whSC1pWwboT9cQg87OC32HVjOz6+gQkD/BiXfVNX+DYRhpXtDAOcOhuwLm0c2ZaKCJRxlyxGRIUJfwPWGrHM2bn477alFGEVdpe6Tv+NfbpvqUxZ9J+fMUdFFikMiFbmkLijvoZ+Sw+c50PAdaHhu8g86qyfSAdjIceCaw4+EN02bFtyGy27HVa+UEKNtP026ChomgjAU2KKcvkuywyP5kdPkNNvUO76SG04oS7KcJwhCgZjdmGwdmkxPf0oXJ6qpSIhkZHY8qGO/vdOu8OVt/l+wOW1NC62j8IU841KiKujYEOIRoyIrfufH+R4uCONAvVGDRgOVgnBGNc9Jy2+MmWTPeR586cIL4NGJFeE+vwbgjwR/WyZrDycndq7pxUsQ+hImE1B+NBooQ1wlQ1Dzz9H9pcWRckZ4KEP0q2I5zVWXISeffDIt8sVfm222Wbh/xYoVcOSRR8Iqq6wCK620EhxwwAHw3HPPRcZ46qmnYN9994UZM2bA6quvDscffzzU6/Xc/g2FPsfSnjW5faxle1yXpiTiUqx9H356753wy4fvDxymcZ2luFFD52Hktfm/shBdpDgk/SkTXfwYyMMIpATUycsYRCzyUghecB244OVFYR/7MEKBBoWKVAzJb1kQBg/lTUT54Xk+yZBGKEPyn9hhpBONCS0/3HI7swwCW265JVxzzTXh55GR5qP22GOPhcsuuwwuuugimDNnDhx11FGw//77wy233EL7G40GGRRrrrkm3HrrrfDss8/CwQcfDKOjo/CVr3ylJ99H6KOUJ1t0wubsdDAh2+m6ixTpOODAFXWVgO1ajIqY9CURJYOHGBVFYFjzPnoW6wCTkzXwUTloBJGLrg0L3qiFui74FKHQrdKCiEWQzpC5+KpAerEAzLC0cRMGBFu6ABoVdRfqanej7oJfx3ACS5Vs8SCm/O6tCogPfs0BbxQAuzyGkQoyLqrTtaFsOdLJtdCIQKPAZPHixXDOOefABRdcALvtthttO++882DzzTeH22+/HXbccUe46qqr4OGHHyajZI011oDtttsOTj31VPjsZz9LUZCxMaykE4aW2GhBgkHB5Yr6OTuog0CbRdn6OL/N8xLqPVJb2xYw1UUXKQ5Jfyoa/CFh+lPDAa+hDIpGkLpQxMK4OkrhoXHBlQLcORy/6a6Q1AWhJyR1b8P3SoaQQdHAl5E+GaGNiW44GwL54ZP84EZFS7rFEMqSJUuWRF4TExOxxz766KOw9tprw2te8xr40Ic+RDIBueeee2Bqagr22GOP8FiUL+uttx7cdttt9Bn/br311mRQaPbaay+65kMPPVTodxT6HFsnJtt2c1tWg4Ifb9ZxhK9ANlEUJOt4Sdv1Pglp9AViVBSJcu75XpAT7WmFAD0E5CXo8sls8UAE+dBKKRjxAVOvw77R5ulG5BP9X9N9f+h/FJi6gCkH+nXzzTdHUhd+//vfU+rCjTfeCM888wylLmh06sLk5CSlLvzkJz+B888/H0466aQefRuhP4h/AKMnL5Qh2jGRYwplBOWUoIjnCItQDKERYbLuuutSupJ+nXbaadbjdthhB5rzV1xxBZx99tnwxBNPwM477wwvv/wyLFiwgCINc+fOjZyDBgTuQ/AvNyj0fr1PGEKyzD+z7ilLXUXa2EnNZ7RX1DAqIuKinftW4Hq80zzUQ6oTHRWyI+lPRaO8jLh0JKnrvK1StwqBzVAILQI/MCao0NJ+IdrMDIv9Z8yBj+36Vjjo0t/Cc27+sxnTsqyhzgLRqWDo5eOMj4/Ty4akLgiVgnKeVLieCrQCmdKSvtApOuChu8fhJUaCB7pOfbJKkB51hytbjmgZMn/+fJg9e3a4PU5+7L333uH7bbbZhoyM9ddfH371q1/B9OnTS7hjYeBISwVK6vTEz/WM1bRtx9hSm/h23bDJHCNyO8FBYbTCN2otbKhDd/RH4avvOgAOu+SX8NeC0i57qYsMOsPulM6XuPZs+q82KLyEdm7dXJ53eFKtZCOdW1KYv+IVuOn++yE+qD/4XkZEUheEyhDKDyUvdB1FUekAWmaYTR6G43mYCBoU/BVnVJhgVGKTTTaBxx57jJwVGMVctGhR5BhModSODPxrplTqzzZnhzAk2CINScZGUkplu7RzblwnqoxjvNCow7X33gMv2/ruSwpU5RGjIldYq1huNITGRGBQFLoAhDYmbHnQBuZt3OLV4UtP/x0WFRCloOv5vXlpLyNGGvTrhBNOsN6jpC4IlcHqkFAyREcpuNHRLbpvPDMoTKdEFZxtvZIhnbJ06VJ4/PHHYa211oLtt9+eujhde+214f5HHnmEHBc77bQTfca/DzzwACxcuDA85uqrryZDZosttujuZoTBMCi4wdDO7zNrOpL5ykLEiEk4KWW8v9Z8OPnpR+GfNcs9DYAuMuhI+lNhhRTNLficDns3Ww5vbbuGJzgdKwUOLlylwpxJw5jpT4OM9i6mIakLQiXhLRpzMiD40JERuTFRASOi3/jP//xP2G+//UhuYM3VF77wBajVavDBD36QoqSHHnooHHfccTBv3jySSUcffTQZEpg+iey5555kPBx00EFw+umnkzPixBNPpAYRWaMjwgASl6LE92XB6CwXHcYP04Laajnb0l2qTa0iLuKS9lmoHBKpKBJbtVJLlML43Glag23y8dQFmYwdIakLQmXo1DuZMFRsxqbIi455+umnyYDYdNNN4f3vfz91isOaq9VWW432f/Ob34R3vOMd1Dlul112Iblw8cUXh+ejAXLppZfSXzQ2PvzhD9M6FaecckoPv5XQl6TN45auss0NHRkUtoE7KNYuJIVLKAWJVBSFNccxbuaoAkynsyc6DstrsSOfsfd8wrHRu2juQB9F3vRjb2iduoBeQ566gApBXOrCl7/8ZUpdwHayiKQuCLlR5vxhmZxVourrVFx44YWJ+6dNmwZnnnkmveLAKMfll1/e1nUFIbbY2lTMzXayfoZoCD+ejxV7iMWwSKoB4XXfZhZFSzh1+HSRfkEiFbnDiihLsqrJSDDSrTph37GZcO7r3wjzMHVqiFMXsFXsk08+SS1h3/Oe91hTF66//noq3P7oRz8am7rw5z//Ga688kpJXRDKIW+ZU9BaOoIgdEDWjIMsnn1aBTvmmLRrxOk3tu22sVOMktf6Nfj5jrvCa3AtHqHvkEhFIcQ1hK42GNPwvOLuuR+8Azp14YUXXqB0hTe/+c0tqQuu61KkAhe/ws5OZ511VkvqwhFHHEHGxsyZM+GQQw6R1AWhA5LchXHHl3dbvZJuVY9UCELulNW5KU2NsYmkuBqPTqYNJW340Gh4YVvayJhDpIv0K2JUlEWO4TudIRXnRQxTnFTHGMf3g0Jx4/rmb/zyyWVw+b23DXX8SlIXhJ5T8aKGit+eIAwnaT4Ivh91BMjYPCbLdeKuHZdaxfcb3Od6cPA9NwJgF8qc056E4hGjog3SGzMlJQzmfx/RDXGhRj/zWhVF1FEIgtCnSIMHQagmNlWjDU8+dXmKm9xJcz5JyTeMBes1MqRW+RGrR+g3xKhoBz+nrKec8wb6xZiXVSwFob9mdRUTOHu1orYg9AzzJ5gWKeg0AzvJYGij85z1EKc62eSiixSHGBVtkPqbSFwUIm304haMCNfJGI7ftCD0KVoG6E5wcfmNJd+WIAjVjFAktWJN2BZGEGwKe8q5qcTlVdmMniyIvOsrepo9f9ppp8Eb3vAGmDVrFrXffPe7300tOjm77rorOI4TeR1++OGRY7Cl57777gszZsygcY4//nio1+tQKdqYGCprKTcbgKc/9bKbi6xiKeTNwMqQdgoXhuw3LjJEGDo5Uk5mtf26PEIxIHNBdJEBjVRg605stYmTGSfe5z73OWrJ+fDDD1PXHM1hhx0W6Z6DE1bTaDRoEuMCQtgC9Nlnn6WFgnA9ga985SulfydBEMpjMGWIhBQFoUz6Qo7obIO4bkt5kbauRdxxWcbN876EStJTo+KKK66IfD7//PPJusf+/7jSKJ+4casRX3XVVTTxr7nmGlhjjTVgu+22g1NPPRU++9nPwsknnwxjY2NQ2ZzIbidIxowpSn+C3hNY62W3cSv1ckLJDJUMiWPIHrZlyxGRIYNP5eWInuNZjAk9NTy1322jNiNhXYuW89tNZ7ItrGcaSXGdpXJGdJHiqFTz0MWLF9PfefPmRbb//Oc/h1VXXRW22morOOGEE2DZsmXhvttuuw223nprmsQaXDtgyZIl8NBDD1mvg+sL4H7+yge++kvnPZbDzAe2+NR2vgOfXHUtWNljK9NlTJGKmzt5plgJQhUYHBnS5imCIAyuHGlnjpsKu2Wf306aExtjzAM4bPZq8BZn3K7ydBJBEfk1UFSmUNvzPDjmmGPgTW96E01YzYEHHkh9/9dee224//77yerHXMeLL76Y9i9YsCAyiRH9GffF5U9+8YtfzP9LdNjezYYZcdx4xiw4cLfd4eJf/BQWJR1ouxdBGAL6X4boAu12z5PJLghDIUeyrHbNj40rxHYTe+O3Xk+dPwoAB+zwRrjyT/fAjf96Ov8mdWJg9D2VMSown/HBBx+Em2++ObL94x//ePgevQBrrbUW7L777vD444/Dhhtu2NG10MNw3HHHhZ/RO7DuuutC19Akzc/9z+f8/y1bDFdf+FN42W1d/C5c6C7jmPq8sjucySqWQpH0vwxpswNcEYWTYeeW6s4bWVFbGFo5oqZmsNo0tkW1HJOWTkQ6Q8L6EQn1E8sdgPdfcQlMOU6Q5+LaIxu6u5Tv+M1r8XH1ebbvZx5bQJG66CIDnv501FFHwaWXXgrXX389rLPOOonH7rDDDvT3scceo7+Y3/jcc89FjtGf43Ifx8fHYfbs2ZFXaSTGHeOZcBxY5DrQwK4Ttvll+b3G/oZlUSthwBgqGSIIwlDLEdQCUtfgzTZQ9n1OUKaxpObAcm4UJBgksXfpt6mbiL7SN/TUqPB9nybxb3/7W7juuutggw02SD3nvvvuo7/oJUB22mkneOCBB2DhwoXhMVdffTVNzi222AIqRVJRVSdjocdCvdo9tRdRRr9HL2FwGRoZ0osfs+5tXTFEhghDKUfMdCYzoJhlpeu0cRkYZbAZFuH1E8bASApFU8z6DvNaWXSXIgq1RY4MZvoThhkvuOAC+N3vfkf9oXXe4Zw5c2D69OkUVsT9++yzD6yyyiqUx3jsscdSN4ZtttmGjsW2bzhhDzroIDj99NNpjBNPPJHGRi9A+aCWr2d7hp+RzmXKOjofks95a4jTbnDEpT/xzIdhmQBCfzOYMqQihLJJpIEw2PSFHDEVdFNTTUonsm1PqQF1vIiVkH5f4YnG4npJGrXfZk2IRCwqT08jFWeffTZ1WcBFZdDa169f/vKXtB9bsGF7Npysm222GXz605+GAw44AH7/+9+HY9RqNQpX4l/0FHz4wx+m3tC8l3T59OCX3276UwKiQgj9wuDKkATKcHvJw1sYIvpKjlTF7Z0lTSmP+6zCdxX6I1KBIccksGAJF6VJAzsyXH755dCXkCVvug1SCq3pjbEt+xCxwZE2gyZtI8VRQt4MqwxJyKjODb+q6U9SqC0MmxyJSzvi22zFzxmKtq37ks5zUrar9KdgE9uYFvS0TbOY8btFdJEBL9QeKqzhvu5+bOFzXxsWCYoApUmy9S/4e0EQBEEQKkhcChBPh4o7x3yfdJy53UtQ+NN0hzjVxnYuW4Ir8zlC5ahMS9nBoJPEv2J6p7XTgro0eiEURAgJwmBRthwRGSJUCdvvMWvpk+040/DosnlM7IU6MWqKQnSRwhCjoqwQZWELX1mun3GdCinKFgRBEIQ+oB39IGvaUzuRBlvak+kTVTqFk6aQZPWlDkfG0EAhRkWeJE7cDAmFbdRW6FMi12DDJ16tVxO1B3mMpa/wJwgFgLnJkRaNw0zZckRkiFBVkhpN2rabqUxmdyb+2emwU1NcTUUcSYcUJe9EFykMMSoq5WQo4EcXV5AtCEL/IC0VBUFolywdIDvJkBAlQohBjIrKpD91gK3TA98lFdiCIHSKXvwqZnEsQRBKIqlrk2UbLVznqzhBFodEu+tBmMcbkY3UlbRtnaqEgUCMijzpxSThkzvj9eMWv4vsL6DWArO7Ujr35U7Z1xOEQihLsXcSZENFDIuy5YjIEKGvoI6OMSkKzAjwaypFyboKrgVbRCOu8Jv0B7/VuEgxRspCdJHikJayffLkn+P78GrPhzH+y+zyUomnD8kEEIR+wC9pXlapQYsgCAoeMTRTl7qJJtra08btQ4XRAVinDrBKwy9e7bE5Sivi2BDiEaOiKl6EFN4xay5c9u9HwJqeZdKlhSwd26JWzYZTLbdI4VPIHb3gTNkvQeh3gvVkVE8VmqAwtIgMEYYSm5LNdYC0Dk+mAaLXoODjmPs1SieYAT5ceMAH4d/X3qD1+uxYredQGhbfzt87LA3K1GPijJuc5J7oIsUh6U9Fk1N4744li+DzF/wUXuJt3czrpKHOCfMsh+M3LggDge6oQmkFznAbFoIgGCR1gYJWxd+62nWCTMFDJnwHvnLp7+CfUyuyuaSph31K5yh+j3xf2TWqQi6IUVE2Ha5F8ZjrwGMrXgnijzHDpl3XTKGQuSoIfYY8aAVhOEkptI7UMJhrSZjr0Dk+OB73MlrOsTgupxyAyxvLmgZFSnZEuNt0hpqRjbh7EvoOMSqKpsDJkVZwHRLXd7psisqrSrumIAwSQ57+VLocERkiVIGkNGeeVp3BcUnH2qITcRGDDlvO+i4zFMxrGOOH96R3668Td3/dILpIYUhNxQAQWSHbekDkj7SIFIQ+RqauIAwZfob3CQZHbtdOOsamhxiGQmR/SlF4UEfW7s0KvUYiFYNC1onfQyentHEThA7hHrwhNyykpawgMHiBdbvFzSlpUtbjbdc370Ud23K4aVDYisLbuXaHiC5SHGJU9IBo7iP+utWOcHI5bUfTUtvD2kKJ6sQh+a0LQn8XaYcP4h57BwRBqEYtle3Bb6Y1xRgC1JkpzGKwHGQ7P65LUyRtqanfhHUSlu5Q4XsvIS3K9n2ESiNGRS+IswAyTppYAyIl/ann9EIwiCAShMyQvVL1OVP2PVb930MYeEK/oOnVj1P8UweK2WdEGqznpVwrdjXtLPenx+f3UsT8E12kMKSmojLwBtEZMAXLkPxgBUEQBGGoiFvvIclYSFInWFSgxQiwrWthjpk0tk0fyaraxNVf2PYJlUQiFSURhho7Vv75+boHW8Y2k6aXQQwQQRASEDEhCNUhdsHLtAiFOZEjKdNOchSCj8nTm2o+pSxZ05rUX72mTstCv+0YRDbEsKg8YlSUQcETQc/JGZ4Pbx6fDo+tmIAnUo7tBb1YVXJYVrEUhFwJnRd+5QyNsuWIyBChr+AP+bgi6rhzsjZ80fBz2Phv8EdgDBy4FaZaL2reX9bplaPwEV2kOCT9qWw6/l3pvspOEF20jDMXAM445COw67xVVG50cjHnsLe7F4S+o6znEqsLD9MZRFgIQrUzpJOyFfg4uvlDlnONYzBCEVmkzmKMfHzr18N/7rwbOE5CN5mkNCuhb5FIRVnEtU5ro9sTH8omAJ53AA744Q/ghYZXXXtRFBNByJbiaOZR8/QCn3WQy/02+uDpLnJEGLaOkXGpRLYUJFsHpeZgqt1rmwXVtjoJSycovNdT/3w7jOD9YqoUGhY+6/Jk3mvc+EUjMqQQxKjIlbgebpYiK2uoMakHXDpTjgN/83xwHDeYwH2gGwiCkBF6cFMvSEOO5JjU2NJZpipJT4IghHRS9MxJExntTHvTqHEA5tfiijSEQaei7uw+xRbCS0oxCo9XuQXtzj/bSvMsTUE7OvuiTaQgCK3EdWCx/e0WLYZYjrSsaCsIvScSVUh45ls1uzRfZVL6kZn6aB5rbNfr6URSq9LSnGyyLa7oXGyUyiORilxIMQjCh3/S7Kachs4vG058ZcWEhVdGGkUPkeIoQegySpHoQdT7u//N64CI+b4KSKG2MHRk6eyYdLy5BoVvdGmyFVNDhrG1PNIOTKz59PzWRX6zBlPjrptkbHSA6CLFIZGKvPFjDI3MVnbyQWm2ixmdSHIKCILQZyRFJ9qY3EaJRusgCQ9vcRgKQgWIm6PdTE5b1KDtIVgRd5ohEJdFkTV6IVQOiVTkCS+65k9s7mUMj7OcnCU/uo2Wb44Xkx7VK3qRhiWCSOh3TPnB6yo6LXngHsGYgky6TML5uv5y4OWIyBChSqQp4Un7dISiFhR+R4q/zcJrP2GMhEgGrcnF3pORYVNrzOhJ3HcsYv6JLlIYEqlok3kNH07bcDN4izsW3eHzh7/x6zENC64gmGN0W3ylL+8N1w9ZEPobbjTwVElGRIYUc3mHyw8zn5odKwhCb1mvAfCNjbaGzXV717j5yglTGm3WgGUMc5tt/ARZ1HId83wJeQ4cYlS0yagDsNUGr4FVx8fbmxmGYaELmjTTfID1PFzALnswJOmgsP6b/7XcUrk4PXoJQsVJ+5maBkURdVJMadDygxdtVweRIcIQYvwcZ4AD2260EczCbo82Rd/20zW3WX7aqzQA1mrg3Pe7S5VKkxntTq1cp6HoIkUhRkWbLMS1IK6+DH63/GW21Yg8tPST9lN/X1s6NbjmiE/CG0a4sZICH8fSuaW5PebH3EHDKUEQSoQ6vDH54apJrrcXaVhUypAQBIHzt5oP+15xMdztNKI7nJSIQ7jJHg397CZbwo/33A9G8APJnNZjrMZKWoREZ3OY4yWlU5n6kigslUdqKtrEdxyYTD8q+BPJOWYJhPS0ZrMD+zo36nDSz/4XHquvAHAz2np8IiYYGIm6AWsYo72TQ9KkQBCGnljDIUu3ll7WVQjCkINJDZNa8UeSoopc6WdzO9KhSXHJ3x+BG556AhpaT8lax2mLgrQT6TTrKNhYCSUcQsUQo6IIIhOLzRRz8jMW1hy4cNkiALf7aRMZoYMnfprToWOkOEoQCiLhiWwQu4eLKnQuhN7NBImQxfjIGynUFoaNlDlGxkGahc+jBbbt6v2tfh2gXrd7DBLSnPxMDWk6JWezQnSRwpD0pyJoSX9SAQodCmg53ow6tPnrSyqiMqZhSxSCLaCn9Ych+e0LQn+hZYiTJb/ZPosTdrUvfmyLbwqCkD9xz/gwK8FJTk3SxzrRrkyx61PYzk1q2qAzI7LIDnNMW1p4S9aFuldRTiqPRCryIuIBSPDqZbG0Ux76sfvZRMwceSwzhUG8A4JQzPzh8qfA33zE4OhV+pNEKgShlSTZYIBKetgshhT2FDkS8UzGjM8NgzjlQ3eXTYh4lCHHRBcpDolU5ILhHoivi04nzfBIMyj4cVl/xEPyYxeEvsSSW5x4UEKnkTCbSX/uNtIgskMQisdJeW96/839NkMgPNfYGVeTkaWBUVKok10PIyVBupT9mrFNKCQyWnkkUpGJwKKnEGOWQuaYPGPy6sVNWH1eyqyhgmoeNuTXZJZ+ZMLyS8V5HwRBqCY015UM6nUGQGEFV4IgJMJTl3SesiW1KTzWV9XcFl0gHEOfy93Meo0abrDE6S268RS/j4bhYDUiEI5eV0NvszhEI+lcwO5JqDxiVGQlLYeorYEs2rxhUNhkReaaSCP9KcsdlQIJwpItGUn6FgaGdmd0628/Lt26ryhbjogMESqEdeE6sNRa0MEx25SD08kyhvk+KT0p9Hparhl3T0mGEX+fWQHKgOgihSHpT5kIZqGZOtByiO19FmwGhaUYq3lshmtkSX8Sy18QqkdcCkNWssgG2/ssiMwQhN5hZCTE7tMkpSxhCpL2QCZdy8swvlL6HZvRkVajYb23mG3DoZf3NRKpKIKOLOpmeIH6MvA0B+N9eI04jPQnGjarMVIgeA9pi3QWcU1B6CsKnKNhkaTNg9gnlC1HRIYIlTUm4iIA/Byz7sIW7Ug6N0s9hU3nUQt0UrqTraaDO0oN46RomSS6SHFIpKJrOlyW2unCmZg1ApEhurGZ58CbnVEYNX7xWWWJIAj9RTbZIrNeECpPUmQizQhI+szH6ijzIuPYilc1fNjNHYeZnuVgW6aGUFnEqOiWuDBd0vG2xGay0DPM4IxNEZwYg8J0ULx/g9fA1/Z/L0yLu1aeXgO/Ry9BGCayyJHE8ys+d0SGCMOG4eULuiexHyZucymZKXp8goYXJD+xMagJDfvsZtBveOaEGU1hzW3MORTev7rHHWfMhh8cejisxou4W284P0QXKQxJf2obXgXtpBcfaXgqkrGteQzlPnWuEPisS0LMKrhmp7Yf//0xuPCJx2G5E/Sq5raItZe0IAjlEyoUanGIDudmS71WHOoYupx6PyTPREGoPDp9SS9ix7cFO9jBXEfRugnzO/i+GkN3XbLJFnOMlhtKSGFyE4wNxAO4ftkSePf3vwMLzGvx8YW+QIyKrrHNMrYtEo7M0o82/ipZjwuPzaAFPOPGjyxKhCBUByfRaxGnRWQdUzkimNgiz6VteEEQKkFkReysYqF1kOa5SfPcdJzqbeZ53OmahjrvRdeBFyMCR+hXxKhom04bxasIhy1PMasOkPW6yktgkxFmx7eOv04nSBs3QciOKS9w7ro+gOeo1AFeeWmcFzOp9bO+JT3SPCiMxEbTIyrhMZSWssIwYtMTzHUo+By1GRRu6zoVYRqSPi4pUuAYa0aw7ZFxQq+EJf3JZviYUQ4Oj3TkhegihSE1FUVg5hjhBHZRB9C5BB3OEJshwj7rECb+eOkynvrLjo9bqFIQhCoSTNim7Iipy8o4r3UGVdK+MDVBFpwShOqQVCqVlpKkj4n4CJRswToGj7WOTaqTMMfV+71AbpDsYHLDujK2KVvMe+TXSvuOQuWQSEUJ0PzQVnymVXFbXYKZnIQ6QhFXINRjTyPXi8q8piD0NXHGRJ5z2ZAXERlSMcqWIyJDhEqQdb7bohUxWdrWBfDijrdFG7Qh0ik90kdEFykOiVTkAgul2ax59a+M3sbQ4xgXsYjxRqQWWGplQPWEdshz0CoIwgjckPzABaGvCWUIRjt9cNVfkiPmcRlQgcyWjaF80bKjwQ6WiIUgVAM1R4PsHT/aoYk5AqwRAp1G5CekZZvRA1ukg4/hGkXfuCNOq2SpUNipKrWGI3Kq3zxHqDRiVORCQosUZUCQIqBezbxG+1CRGm/TO8CNlrg0BmZQRAwLbp0zQRHaOR18c0EQikcbEo6rJnckd7mNceI8Zjw90iY7BEHoHcZcDFQBI22J7WxZ3I6fSPO86QQlQ8Cc60lRCn0e6jJ8v6mf6OuEXaVYtgZ3wmaoucDvGilKFyqLpD+VgUp5CqIUuFo29mhOOQGJq5F0ElKaeI6jDm9mdQqosdpwILRHL5QUUYqEfsfhhoWa1xkdDG3BjAlqVNeDFIFKypEq/hsIw4sZOdDz36ZTxKQ9WUkbi5+bpL+Q0DB0mKRaiXbuLS9EFykMMSqKRhkTlLpQ88EDtWy9GVq0wA2PlvQnyyQjZcBrvujalA6lPBG21CdbxwVthIhjQBB6R2g86JQnoPQnT0UtyMOYXqDVzuXCQsswBUo5GKkJlClDRD4IQnnYvPpuhkYuah7z/Tw9KlybIqaguyUCwQu6TWPBKOCmLlNqXR3URaydprQssaZnRbdHoiNCJRGjIpUMJnYW69vxwQ1XkTSf0MaxvI0jPybOI2mkLGijwueTNK0eQ1+iSGVB2rgJQkfoSCd/5Y6OcDJZEhoTxcUv20daygrDToJaEj7CedRBz2NLwnu4gJ5teptOBFvUIy5tSjs1Va1Fy5oafIy4NCiVnkWGia7xygPRRQpDairSSIkmtBxntROiygC1l8/qGWCHJF+ehRuNNAbr7ScMKKnUgtAjzMmqc5CV7NCF2l1L7phJrp0SLTJEBIIg9I6MaUPBNLXXXEVWsea4GXUZbsjE1YPqvzznOk122IrNY9a+GA61vL+RSEUe1mWc1wA/13xwaoEyUHN98H2dvsDmWuwEDXZkeqBrJcBIXYj9L2wKhsj9GMUceU1lyWMUhPZRaU+1mgc114OG44IX5y1ICCgkyhEe0fQA3Lpq+lTEwlPdIjUVgmCNIAQRCvYw1zLCDTz+sXOHRzL4uTFpj3qNC36NZnemqBAK167gxou+jpmSzY7hBgXqTbkWaosuUhgSqSgUNrGYtzHbrytlAlnqI7jSEJ6d8XJ6foe1G+y8rMEaQRDyfYJRlFOFDGge2latbR6cNljy7pRu1x0OKwhCt2RJY+bHcsyIgRkV8GKiDbYsbPU3VPBt9REt56kNcfceY+SEkZW49Koh4cwzz4RXv/rVMG3aNNhhhx3gzjvvhCojRkWROJZ8aPU56XiTSKeXyI6YbTwFKun+4iZzJP4ZiasKglBkCmXMudoB2I0CnynoyNOe2oiSimEhCAUTtwq1/gxGZMGYlLq+gZ9E/zPX2DINC25QsGPwvKBZhNrNszrUe+t6GSZx30ldQ48biY4MCb/85S/huOOOgy984Qtw7733wrbbbgt77bUXLFy4EKqKGBXdkrbAg8WbGCgICWtb8KHj6rpNwWGmP7HzKEc69t4Mu0F5NQrJofZ79BKEXkK/wzghkXGylVGozW9HezCTFr4z0iTibkkbJ7kZHiJDhGGknZQBy/zli8fpdSPCReX0Ofw6/Hp6rIYlYmEZXwsDp4Edn9Q+pbPQNfmr1lzET28LoytKd+HGxTDpImeccQYcdthh8NGPfhS22GIL+P73vw8zZsyAc889F6qKGBWJRH8Jmea05YcTRipUOkPL0zdL5CJr50hLWlQaXJak3pMgCG3S5WQiR0QgP6IyIWdtt9vheFGopE0KQnFkVVL5MaZj0nZcRPFvdTxGT1GGQsx+PjYZBIa2qRe006lUzaGiNSE8GjIILFmyJPKamJiwHjc5OQn33HMP7LHHHuE213Xp82233QZVRYyKJJxOJ3L0xIh3MUveM4sc6M5n3Tzvk5yk1m35tb7vS++AIFSGSOpBs64iTKHM62Fr+jnYQz22xqKleNM+ZijHcrpVkSHCsBFGAWLSnFpSgyy6i16PIkxJMn/X4eZm7mMYyeBeAn5t23vjPnRthB4n0qkyktLlRztUmUXmzmDoIuuuuy7MmTMnfJ122mnWW/zXv/4FjUYD1lhjjch2/LxgwQKoKtL9KQ2dvqQXiDFhEztyPD9Emfy0Ne0B1c5+P2FbkjFhQP3o1Vy2raWltwuC0AE0wehN8nFalpjbzE2Yy2yb+23fF1MGzGuY6dEZajFoKKYv5LgunyAIphIfiQyqyYYKuE490g9tlUKkU5Do2NbyivBvpEDaNCTYseEivri9AeC4anE7Dl8AT3eAYutX0Pl6oV7XLAIJjIlgAV/jPvuY+fPnw+zZs8PP4+PjMEiIUdEG9gdkzFPZPJcr+5me0gFjvg9vqI3Bc/UpeEz3c27nSW2rw0g4LG5oUQ4EoUO6nTx5GBB2f0e+GLJFZIYg5IQlAhBuz5I+rY/VUUXt6ODnO8njvdoDWKc2Bnf6kzDZMrY6OZRVzGjA66ECFKdk2Lbboi+2c/uQ2bNnR4yKOFZddVWo1Wrw3HPPRbbj5zXXXBOqiqQ/5UzYNUVv0KvSmq4Fm+VtmTAzfIDvfOBD8J6112UXafemYiajee2iJ2yYy1XySxB6SpITIeNvlJ7XLELBh+7UOIlJV8g8ZXS6RA4pmm0hMkQYMiJrNMTVN6jnfLOgOWhHrQMWYQRCr5+lOj+1dIXSE9mNFk7vvcoacNaHPwKz/KDeIizwZueZqU3R4m2W8sRVIb2YJ3e88vNs9zYEusjY2Bhsv/32cO2114bbPM+jzzvttBNUFTEqksiaU8uO2cp34ec77gpbGBMVlYFGw4WG56pIhf5hs4O43FD13K84AIf87Hz4+T+faq3LtIQwabEq/ftlf1s8G6ahEaP3yGq6glASCc8cD1OePCf4q14da/K265jzX0dFU+wh+jNYdZSCUH2MWoZoO9fg8wFjs+GH2+wIKymDgxT1WnCIM+WSIYLbIjUWZloVGh2NIHXpty8sgAP/90ewxJYLrYRAOJYax6kzQ4Zt57UUEWOHXbclrVuldw0Txx13HPzoRz+Cn/zkJ/CXv/wFjjjiCHjllVeoG1RVGbL/RO2S9lRthQxxH3u6sm1KCQgUgvbqJurgwIMuwLO1rAUSFkOiIvAWuWW+Bn2xGWGAUZFOkiEUqbBEK5JO7gTTsSZypCNEjgilYgk4NDzdk9VIKeLRgrg0KeO1oObAAzUfplydShlNcQrPNccy79G8rqWYOdjd7AzVHM4fKl3k3/7t3+Ab3/gGnHTSSbDddtvBfffdB1dccUVL8XbfGxUHH3wwnHfeefD444/nf0d9zkOuBwfdcRM8zH5BZFB4TQ9ji2LQMqmcbBGzmJQmjFb4NfWXQpgx9lGG9Kdhi/7342Iz/YrIEQNrCnEwabUM8bQsCYsXE4qkTCUjxdEQpDQw+aFlSNz4/Lxs33BoEDlSDkMlQ+IyC3iEQB2Hny+eXAJHPHgnLKWe9oG2RxEAI/0oMia/FkYojMyGsBOcfm/WVuvxbRFPHRBx1doUScYFXxtDj0PGzBApI4qjjjoK/vGPf1Dr2TvuuIMcFFWmI6MCc72wDdbGG29M7bE+/OEPw49//GN49NFHYdiJzAv2IVAKWOcW/iROTTOIsc8NYyE0AIz3sTcqDMRiM/2KyBEkgwsL5QfJDsypDdInwxTKlPNiiZMNRtpkM51ScpzaQeRIOQyVDEnIcjDXdggPd1TXyejBzQPMbfo9zXujlSxvFMMV/zhjAewGB6ZTUR2HbYVw8z5sURRh8IwKnLR/+9vfqDXW6aefDiuttBL8z//8D2y22WawzjrrwHDRWqwUd1gzfSHh6WzUYzmdzCYuADLcsu3aheD36JVxwZl+XWymXxE5kgEevVSOidAhYSoZLe/bnNCs1Kutgu2yqbAMQUSOlIfIELuxQbUQtnwomyGS1bmZpIXEZUCY95gksyw1oi1RjAHQRQadrmoqVl55ZVhllVXo79y5c2FkZARWW201GCqS8glxh0pVIGNCpy3o1IW0H164TaVAJKUuqW2RtAXdszppsg5JCkOWBWf6dbGZfme45YihvcdMQqqrwPQnilRwuWAe2Plt0OlmhIKnLww5g75oVT8zFDIkkpXQ7PYUMQpAfTajAIZ+QREFbXyYTgpzPDYmBVVVKlJL6lNdFXXz+1VdnTAy0SKu8LMqHA+vy1Ol/Pj7FgbMqPjc5z4Hb3zjG2kS/9d//ResWLGC/qLA/NOf/pR5HBTKb3jDG2DWrFmw+uqrw7vf/W545JFHIsfg2EceeSRdC70QBxxwQEvf3qeeegr23XdfCi/jOMcffzzU63XoGX5CsSVr5RxfvJRh4pgWvpnj3GaxdtT24JJlMExs9GQtXrw4fJ1wwgm9vqWhJw85MrAyxMTo+hTUWuh9XYxrygfXYlCkDTEkmVEiQ6rHUOkiEQW7dcZF6ipMR6ftsy1CYU2DSrkX/dJOTG0c8OP0h7h0JtOY4NsQTK3C7lW8XkMYnMXvvvrVr5IXAIvQ9t9/f9hkk006uviNN95IkxQnM048FBB77rknPPzwwzBz5kw65thjj4XLLrsMLrroIvIOYdEKXvOWW26h/egRwkmMi4Hceuut8Oyzz1Lx1ujoKHzlK1+BUuETlUEKACkE2txOOSdmnCTCeRwp3urQy2gKHPOeB3TBmX5dbKZfyUOODJwMscG7xul1b7jNnxGbvyKUG+qN/tzSkloY+EWr+pGh1EVQN09SzvVfmwFhG04bAurYSHtaLiMs98HfJ9VTRO4taT8bM1wZHOWfY783YUCMCvQA4CS84YYbKH8Ri6Xe8pa3wK677kqvrBMbW2Nxzj//fLLuMR91l112IW/QOeecAxdccAHstttudAx2eth8883h9ttvhx133BGuuuoqmvjXXHMNhZex7dapp54Kn/3sZ+Hkk0+meysU+pGzUKQtbEihQwcAl7EP16hgnRQi4zUHsGY3qEYOlj1hURYJHKYUtIxjGjXqb9OhYIQ9coJuqWTjxOlwsRn0VPHFZvABIuRLHnJkIGRIHEpG0JQJjQhjfYp2jP4sx1DYIRAywYM8WOgqMc+65Od82XKk3a8ncqQ8hkYX4b93jB5ojz3PNuKpR+FGrZw7gV7QYOlIavG6ljUhtC6jukSFBoyRehUq+GFqFOofbCE7ltIUGC50UvMcmx7CUqDCRfn0tXKc81XXRYYu/Qnb433yk5+Eiy++GJ5//nm4/PLLacKgpY+TrFNw4iLz5s2jvzihp6amIgVvWIC13nrrhQVv+HfrrbeO5K9i6z4spHvooYes18ECO7PorhAMb2JiLnQK2/kOfHLVtWBlaiGVcGAnizcOeD3FoC82068UIUcGTYY056VKf9JyJP7A+Mls0zl4PZb+K9GJrhE5Ug5Do4uY85unC6Ucj8p56MAM7QD7idYUKj2eDzDWADhspdVhV388WrthkxdMjgS1G8a925yvCd+FFuuTlXgHM1KBaTzoIUDvAL5uvvlmmgzbbLMNeQk6AT05xxxzDLzpTW+CrbbairZhXiQKCCy8iit4w7+2gji9Ly5/8otf/CKUifIVdOzW23jGLDhwt93h4l/8FBZpYWIrfNKexjbvTWguNoMPJ1xsBn8/6G2q+mIz/UrecmTgZAh78EbSlMKdZnTT5vqLHkaiIW3Ci5Oha0SOlMNQ6iJxz369zzzWjGrYnAY2Q8VyzKgP8N4d3ghX/ukeuPFfTzfP0+5p03hxMPmbFYJHakdj7tnynWLKSIRBMSrQel+6dCl5CXDiYj/unXfeuWXCtQN6Fh588EESCkWDBXboSdKgEMLOHh2R2mM+mAkqoUl5HBNym2KG/v0ri+HqX/wUXnbSJqAlNSLuWHadUlIYerGSXgfXwxQFSVMonrzlSN/KkDh4VqX5UGbHtEAnxWZCR09nGQmJY1ruLWl4s06jr+VIh9cSOVI8Q6OL8JQnWpCyKRzC1CD+M+XGgToXuzP5I35LehEp/m40lSnOAFjuArz/iktgCr0TvHOTZxR1+ywli7pSYpE1u4Yal64do7OEUQk2Zm41FX2iiwyNUfGzn/2MJm6WorUsoOC99NJL4aabbor0lsaCJ+z5vWjRooiQ4AVv+PfOO++MjKcL5OKK4sbHx+mVC2nPbvOJjZMIax/sy1E2x6RZ35yAE44DE+3+Jtt8mreTni0I3ZKnHOlrGZJAZC7aPIwRq6N9MosUEQpCBRkaXcRQF7T3nxsXLceaD3R9nFYzjFW4w2Pi0h/VenVLapEbiYyB9xVpdxsZp7WeIrJon+VQ+zjCwNVUYIcDPYmffvppenUausRJ/Nvf/hauu+462GCDDSL7sdgNOydggZsG27xh27addtqJPuPfBx54ABYuXBgec/XVV9P94UqmxZPgirOF+uhzzAnqONdxYNz3oUY5hKw2M2liJeUkJh1rjltke0i/Ry+hkuQhRwZDhhjYUgWaNYutdFMDkTo/Ogs16GBsIdNPZIgwhLoIKuuhIaB+l+ECd7bEB3o1vf3muXFyg1bGVobBKDYeIEdoitFhGCyRY/U16b1aFwMSjmcRmHARP0skoytEF6mWUYE5h6eccgq1VVt//fXphdY7djrAfe2EGdHTgB0VsD805h3ia/ny5bQfxz/00EMpPHj99ddTsRQWuuHkxW4LCLZ9wwl70EEHwZ///Ge48sor4cQTT6Sx8/Yk0jxr94cRTkY1MSPhvdaJhKzV8ODSd7wH9h1fKbyeLpeI/3Eq8eLb79NqkGjBxGSN5FMLZZGHHOk3GZKJlod2sCqFo1ssRosr8kE7E5i8Sb3HIVunQqgew6SLBAXXFoU8ZrG7QA9gD3Rj0Toar6HGNIwFrch/fOU14YI37gnT9T+lvi5+xuU3mE6CKU7h4nSmARPeAztGw8dQ61HozlQ65SuySJ8weOlPn//856m9GvaIxmImBPMPsW0aLhDz5S9/OdM4Z599Nv3F1m8cbNX2kY98hN5/85vfBNd1aaEZ7JSA3RTOOuus8FjsB47hSuyugRMce0ofcsghJGi6xzCPI2FG9utOe6Ia0cK0ebECHLj1wYdg4eSEfSzLAKFBkXALSde1RUr5Z0HImzzkSPVlSE6E3gXLjMw4SbPZIqxLS5tkkW2CkCfDo4vEPJRtHnw+EWMmZGic2GoYVIQDDYsnX14Cdz32KDR0uja/jm4da8PWptZ6nP1zGIFJ+A7CABkV2Cbvxz/+Mbzzne8Mt2G3hVe96lXwiU98IvNEDheDS2DatGlw5pln0isO9E5gK7ncMZ6S2pMf2Z+0dkWWSWW53gs1gC/849H482xP77QQWxh+tIWq/LBdZUuOZJ7OgV6EAEUgVZY85EjlZUiexEUbs5LlWCZHqIFDhnMixd5lhCzKliMiQyrLUOkiZuqS3sTXm+DHJxkffvS8SItZNsxl9WVw2YInaY2tyLhq9Wy+NgYVfodrUrSOFRRqNwvF+SUx5dvxffDoVFZ4ztKutKGTC6KLVCv96cUXX6QezSa4DfcNDfyHGTE2YkIG1rwkFeLj4Us2pJmaZBMqzYON+4pJheL8+7zV4cdveCNM83UeZXCipEIJRSNyJDtqPbpW+RIXUuTCg29LwqJ4ZH6Ed1PXIQgdMiwyhJ7IMYY7Tw0K13Iwj9Xz07KuBCnrOIbXfKGnILwmT69iERBtROjPoUHhZoiuGA7Xt7pj8Ou37AVrN1TtCHapYuMGhxnGjzBYi99973vfa9mO23DfoBJ9bmZ8iqqcg5aj23gAR86NK65KOX87x4UtLSHPxRMT8OxLL9o73EK+aJul7JdQTYZHjqS5xbL/SNtcgqb1KgUp/mUGKkSGCMMnQywZCSkpTi2OxsgwlsgENxh4EXjcPdi203jMG2Ect6HnwI4wAiM6MqSOW+434Ol/PU9lGknXzCtSIbpIxdKfvv71r8M+++xDy9Hrzge4muT8+fOrn0LQDqamHZe/yPeZ+7UioCaadZ4nzF06x+/ecvzinnvBM//6Fxx+313Na/oAv3xlMVz4+OKmtjIkP3yh9wyNHEksUEoJB0RSAGKe5t0YGlq+aH9Dmv2TFC0tImVSEBIYFhnS0no1gy6i283q9Sgix7nG4bym3TRWTNezjkq4LP2JyY+I88KQJ+991fpwwC5vgd0uPB+W1tRxDYBbnTrc8rd7wBkJzAZKR2PRDynSHuBIBS5VjytA4oTdf//9qW8zvvA9tljDntEDiy1KYHsI81QmPvl9gLdPzoIfbPAmmDfFhkrQFfgDv+3bVeNiE4z/uvIK+Ma9d0fv20zZSsjcKsTLUtZLqBxDJUfy+h2G7eIyjG/ZZjMYQodF1vuzySneKr+MZ7/IEGHYZAjiWF4aXy1wp1OhdFqUTlHSE7QWKOmu58AX1toYPjV3nXCBujA9yrwWWLpLsRoKfn8tGQ/sWJQTFzz9JPz7L34KK3jIVWuhXjO9iY8dGkV5Kiaii1QnUoG9mu+//35Ya6214Etf+hIML4a1kPGMmuPCtLGxtqIPpP+nXCZpvuFE/4ta8yJy6+zcIfm9CxVhuORIl09DNjmzFE7ndt0OEDkilMVwyRDjQZ31oW0cE9Zb+ADjIyMwWqvZr9PpfQUXiR1nvgsw30HrJ8bBocOc3Omp34uiMrg1FR/+8IepjdvQYVqbql4ie0TDgctGFsMhj1wPL4xmvBzLSopd/C7GCm5ZB8N2njG4RBmFshhaOdIBOhsgtl2j03mgoyOFghd6iswQesSwyJCW4mv2zPfNtR9UalI435mSrte6QHnyufl/gW+88A+7jmDKAb2+RVydRpx+we9RpV1htCTcj+tk1B1KgdLRlohBAWr9C71uhQiawaypqNfrcO6551IeI640if2YOWeccQYMBTre3+IOUH+1QaCWw8bFq7Bk2zTEcyVNcbAJgoTjw+5TedxsL0KAIoQqi8iRNulAaOj0ydhpYIivMCqq9nU2fQwBmDdlyxGRIZVlWGRIuEAd/RxVjQHfZ4QwI3UUVDflkMKuV8oOWsIGv20MHKiBw+Mj8EgBGzOSLqWOcxyVwsSNkHBcZhjobWhstHzZ6HlhPUWe81B0kWoZFQ8++CC87nWvo/d/+9vfIvvwRzX4pD3d2Yzo8ofUbsQvvLM2PI5D8lsXKobIkYpJsjTPY1Zi0iwFIW+GRoaYKgdXDELnJvtsGgg6CqCKo/lCd80xclK2tbWSeEx0dW/zPsLibL69ME+s0HOjApepH0aC37iuSuS/cL1YSzQE2WrdtzcrwuHiQouWCRlbq2HzNmRwKOYSodCX6UFbtWFp49aPDKsciWKRHQmHtku789dqYFgHTrifPIVGBeSIyJDqMjQyhKsWGA3AdCD1PKeohLmORC2qiJOSzo0slhaF6UVhZCNiqBgRCVd1fNIyS6+vZaZZ61SlyP0z60YbFHoBPUx/CqMnRjtafay6l0iaVxeILlIxo2K4aQ01hoaGnqjt/nqMHMlgW8r6kbb8R3Mypl3LKTltQRCEzolT5Lt4WFlFVZbxnDZSrARByA+9XoPh1zSDFS0OAn6MNgZov2FQGINQ5pVS7IPVt9nYPM1J135YIpVUEsLv1bV3kNLfKxwnQ4q2MACF2oJRARVXx9AySYMJGRnG9p4N0PKgtoU2AWAW+DDP9+P/gybUWkR26WiM5V4EQcgLy3yKe3DaoosJw8QRO7XTri8IQm8x56aOEnAHYeRl0UssyrtWXxL9iaahwD8ro4NWwXZ8GPMBVqv7MGYpuOa6Uph+xeWR/i4sBar1e3XyjyeUiRgVHWNMWlt0QC94R6HH1qd5uIWH+fQrDvOaiuM23RjOf/c7YMx2pzw6we/TyKMMBI1t5iYYTu2gCtZLfwlCpTCf5M3NscQ9VNuZl+a8z4mWZlRFpxaIDBGGDTObwY0WSmulPvjAipv1uSw6Ya6mHVHelR5CHZd41yU97dRnOgfvIVwtOog4bAM1uOHgT8Br/WgSDD9er6fRUsfRgLATlF47w/xeuSG6SGGIUZFKQi5R3K7Y1CNMaNLvLXpFi+LfTH/aBlw4Yt4aMKdhH/yGJ/8BP73pj1APzfyEha3iFBR1XOsuPSlivpcgCO3R4lHIBqVF21aobGduxtZCtMqjLI/BFgNCnVToQpqCMEyY0YiW/c1F7/ThEXjKkZk6pU/Q25SRQP/T45IhADDuAXx05qqwszfWahQAwLNeA779u9/AP/1604jQ42Gqk01OMWcqN3Co/a1R6xF2qhIqixgVacR6Ao0Z3ppDFDNenIbfOj5fAXezGSvBR/fcC2bZ6i8A4MaJKbjoxSVQN8dKe7DHGRdRZ0Y+nke/Ry9BqBQW2cGJ+d0Gh1l2KAdEJ+TlPGvJ0CrSmhAZIgwh5LWn9R5avX+hgzI0PqIpSmFEIu43zc/ln43jcXmtA9+4C/y/VdewHvPPEYAfLl0IT482vZq8sFu7SW3REoqC8BoNneLF4a1yu/rHFDlSFFKo3S1x2jb9iLQFYJzCF43ki9ok8H9LF8M1P/8JLHGjlnv8fcVkMql9RBg6TVYCClcSBEFoph9E0A/m5vvSwuimYxE/MO+jlgnm7eS6to0gCE10mrJle+wzGtOJ1GT2scmM6uIURi5UqpFW/K0p1mrOL6s58P4rfgOTQV53cz8aDK5ao4KOb70Z6tykoxBYX4qCogbgTAVRkch1cTE8Uy8ZEqW83xGjIg3mFGAfY48LP/CCqaRDzR0xzssJ14EJfUzGyRXaKzavBD/ONmSkqCsfpI2bICTgp0y40PNo0yCK+aE7cYLCkA+RqxdsTEhLWWEYCY2JLL9HridQw0pLS1l2qGNOZN/4rCIIvgewyEWrpOXmjMH4+MG1Q0NCHU/fx9Mt+uNzaFrWq8gB0UWKQ9KfUlFWdDs/iHAOJEQxrCe1zvSIwR9nUCTdG1cC+HhmqJOfYvu6QzIhBKEvyaDIR+Z+ljGyznkjxXKIIv2CUC7G8zyS4sSIRDN4+pM1cyG6vaWWIdJ+NmZy61qM1huJpjOFeo3yeOqWsqYhotfhML+zCJbKI5GKDARpSioPkH7Y4QxK9y6ida5SoaihbEuugB7DXnxJuzGP0s+4Qqi2wLXRYIQyI7mXcXmZke+a9OUEQciN2JChSiogGWJY/W08ZBMX09Rj9cCDJwhCCnxOohqhuzLxZ7tNtwBWl6AVe+X993WUQCn5Yb0DH5unI40A+CN+0zjA3UY6dqg36G06xRo/oLapVSe1YB/+pTHNW8eULHUPkdW1xQ1eecSoaHdOx1npXQ+cdkz2i5iRy8hGjU3+tOQw5Kxd9MKFKQqS0C/E/VZZoV/edQq24SLpEFWkbDkiMkToNcazO1CysWi7g3H0o52nGMVNdiMESd2XVHSBog3cYDFf6pym/qKiEzy6ggaMLRLBlZgEvaVjRBcpDDEq2kBby8Ef3ZbNUnRBPZu1y785O3y0yvl4zcFafnFcWLR4IPThttCnJZTY+kWMS1pqLoI7Vt/XvIYgCDlhyJHUdMaYiRjKnORTW5wHttzouBRmWymHIAiFw9eLaHryHVrpWkcHuEc/fM+f8dyQMBV5r9XQCOofnKCNNahjpli6kqsiDWoNimhHJ7+l1S3qP2RE6Ou6OKQffBdTF2HZIGERt9AXiFGRBO/MFLZ2NnOJGLZCBMoNDHZQCpWhO0S6P8UFB/h1uGeADxRXOGXDdmyLtVMAvUitGBLvgNCvGK0fkxR3epgX8IPOMveVEhC3r9RpVrYcERkiVABuMIRd2GiH0cVJ6ym2NGczGmC9kPqjIxKo+OvahxGWJtlQBoXh3Ay3IzVMncKIhmqRj0ngkYXzWO61WpsiMJKMBfksvpeuEF2kMCRDLYbV5s6FnWAUZht9kiPWeFZsp7SxMBRe00+LRBjRijLSJARByJE00ZLocEiXS60pjjFjcRmTrYxLEISCWGvuyrCjPwIzsAZCKeI6ISK2niIOXmvJtwFT4I1IZuhI1SlPnDh9hBkLsfJBX4t9j1DTsWRTSK1XfyBGRQxvev0b4BdHfQo2dmtNLT0ygfjy63FPVixGsqxGrSWCKQgSPQeW9SzM/EU9jC23MbyuOW4zVzu8JeO4VGVEEIQOadMDoBs/8ImdJeWRzrUOF013innfogAIglAKb3vzznDBxz8Ja+sVqakbE8uAUEXPIXFzlGdJ2NapQPRYOh2KpU3R6Vw30AvV6eiJkiU0Nt0ni2ToffozFn6b9Rj6vV5hm8scnqIlVBpJf4rhlrvvgu/cfgs86tPKMRaTOyHUEOYT6s/s9IhCoGaM1WvAciIjBRaW8CVP0TJSq0MZYPM+xikJkW2B7yC2kKsdYo2vAhEhJAwKvM97ZHvul4lGQPjnjNcKHRFFpEaVLUdEhgg95Oqb/wg/vP9ueIYWj3OikQnbYnWG4zDspIS7qNMS6+zomwo902u8puHg1PUxTpDSpE/1W1OluLERubYlVSociN1veG/K6KH0K+wypQ2LPBBdpDDEqIjh+UWL4A6otxY2tUNSzYV1Aas2xo2LWsQc387tN4+NWZhGEITeoP0V3ItYBDFR0HQknCEIefLsopfgTrce9WMairhe9yGyQF6M/uEnpT0ZadT8Q3BYcFLz/7NMDUetqs2NFvNebfD9XN/iEQ5qGyNypR8QoyKJuL7PZiqT3mdGJnjEgiaJLeWJJ0bya6hOUayOKUmJaNlsKAQkc0wlIXGONgVDbpNZvAOC0DFhxNDaDa7D7k9x4YVO75BkRqACFKYDSKRCGDLCxegiG1lXKPM5zbMX1NoSNIY6DlfYjijs2NXJnPosBYnG0PMOx6Kx1RwPsyl0y9igMDtiGOhaEH1dM/FepUuFnWz4nKvxdCzRRaqO1FQkEa4ip0KG5g/RzG3m243CIl/lQjdToPSEY+HILn6gYYolMxzC27P9mPl3MW0nLaDUAHFfUxCEbkmpQAwjEynhxg6rGCOndfjQa4qwpswQBCFHeNoQ90NSVyWceaoWgj/XefTBKLI2jRQfU6sovYqdy68boyuE2yMrYDuJxo/1pcYIaz1Y9CRsOavTs4RKI5GKttG/9oRcIzN8YUz0wLAIlHXqAW2dJxk9hnGRi6TUBcs5LbcR3lziZdqC1ZaVhnSMEPoebVCUlYpoy3vOgiEziqJsOSIyROg1kRWveb2lmWZk9XH64PCoAliO0/WYtpqFJMek7ZiE+RJGSfg9GM7QwJKIRl3w/vMUL6KLFIcYFSnQ5I2kMjVD/PanrhF1QCOCFoDR5/Cx2TWUsIjaI5Zr8I4JPBIS5h82i7nwfcS4iPtRszlua0olCELvoWiF6aSwHtjBBNbznhkUJAtY0WWelxMEoU10UTamA2l1xFVrSNicAWo+NyOIah0IjAhgOpMxNkU86k4QtdDZDrrDFI+UqmPxb3isWTCur++3Gi10bg3lmREZwSCF5wb3N6q+FzNUaDiJVFQeMSqSoDoElrOolX/DOND7rSY9T0fiLWj5NfgGXjSlN5keAf43tDuaBgi36LWhYN5L856j1w1rL9hOLpQEQcgTlUecppirmglKo0wdM84dab+86ZywlX4JgtBj9PPbTHPiOoMtqsB8k6SUq45QoYLOdRSeAsUcnpExsb2spzoy6QT60KnJrskjLOQMxfQmy7EsOkLXh2jKE18pnHeTEqqJ1FQkwtamiOT/mbMnKdeIETk/epkWC98ypvVB33JeTAjUnMiWW2sZUuavIPSeuLSCOOuijXlrzWqQeS8IlYM8+JjKlFRfZUYxDWMg0l3JqGkw15RoOU5DtQ0xx8fck874COslbOc5MYZTnCNUqCQSqUhDpxyYq0lq44CnKYVRDSNNgVKgVD6hPpedr8OXzfSnBGPCFl7knggaEj0CTpi+wBtMRf4mCILQuyC1l4JQIJYohUUp8DFtAD2DuIEWqEqYkDFWQaacXp1CifKDCidZSiR3sAiCUCrhWhA4P9WavBEZMcJShvg89ZtGQKRAW3V3oqiFjhBg+tOIH4kO0DVrKuLAfaj6GtwQsN44M0BU+lNEl7K5tpnB4U66zQiKuMErjxgVWUmpR4g/z2iTxlfg5h6AyDjBTDVtgdhrG+lNoY2R1RDg5+uucLYLdWtYpOWCF4EoQELV4RPOGjrA/xcUOMa2d44r8WoHLT9MLyJTAPK4TNeULUdEhgi9hqchxciKSA2C6d3XXZRsXn/fSH3WndyY07JF7pi6i5mwoVfrrhttbEPHZ/New/TvmIgHT9+2Lv7ZCaKLFIYYFZlIeoymPGJD40FZ59qwMI/RY5lrW7BLREod4nQLV3VwiMvTNn/Y0Vqo+K/Tc01CEAYRU0Ngn7lc0A9kfmjLON0/tUg30NEKfjuCIPSMSIKCrc4BWLE07/hkKv4jRmtZXasQFnv70SJwnmplSwV3YsbGeg18q1rehoaFtl709dg4kfvSRaG0z4hqiEyqNGJUZIKvEMke+jp1ia1oGbUA9KGYrsBMecNKDidTYjqSxUthpEJRyBJbr+F27K6AIU8zXGhJn+I1FKac0l6EiBdEEIRSCBeM0rJFPajDh7X9JLuHwJAdkSwrVaBND22vKTvSarEEQSgBnlmtQgqhTsCf8WquhkaCz7pFqfSksHOTrotAR2SYa2SkK+nFr1hqE6VL4YBKVoRpSdpwwHMwQqFSsugYTHtqOMGK25SezXQefS6eo6+v9of3pXUVvUifUFnEqGgHVT8R1kaEQQfuVYxLEIjWWaR1VOroGc7DhJHt7czC4P5Dj2VXN2TcnvSGFgQLEfU+5pCYSEQbYfzULCvW+clcSDOJ4M5SQqg5IutUCENHOHm1F5Ap+6pLZSQywaZh2IGJixA9x1ndRPNS/AffutJ2uD+S4hDVP4L1LliHKQSNmKRUatMHoqMk3GjKqaZCdJHikLKXdjEjFuFq2KxTlAnzEoSexrQfWBgSjF56xPfJ8dAScTDqKlruJSUVKpi/XGAFxVrN/R2s+i0IQgrGvEqaY7wlddRr0M7VErs7ZYpMmLKmDQNEEIQcUFGElsJrBKMQeo0qtY0+o4Kv9BBdmM1lSYvCr/UWc37jMhMOwFi4qamo0Bg8qsquodvZRsbj6VOWLAo6nRkmZstboXqIUZHFnLXlEYK5rXXlbNIXdKcW/TQ38xNNjFzF0KL2Mazkw5mv2wGOf9X60U4LXDCwydqyeFXcNZXXgha/ISHlhO/D/+WV/uSX/BKESmNr3BBxC4bpA81jYnKq48bIcAvNVAc1lJYdlicE1xnavVRuiAwRhghUpiNKOcmDZiQgkr5UC/QOrTdgyhCmFulU7WDAZuoRjW1xo4eF3a5631DXdQH2HJ0Ov9l9X1hrSkUlqE6iqe9oI6ZlYT51f+E98MV81foZdK+TKgrjBd2fQn0qz/Qn0UUKQdKfssC6HzR/H9w64L+YJDeg/XMznYqPaT/98YXPwTNLlqTdbudwA2SIJoIg9I6MWjmfj5G5qTWEnLR7w6bJdCsiKwShOHBOotJu5jY7FjFgfs6SwsgioBHjI4ZFjTr8df4/YNK8h/DCCZvMe+Rqj86UYOtphPWqEqHoC8SoSIPXPzj2GovWIoYkjPSFsDMC/gmDidbxphwHvvbMP5r5zvw2tRxIm3jmJFbbwtoQVvpBHopwDY2s3y/jtctClB1hEAgLHSy/6TwdAHqB70hOdmsqpvXEsihbjogMESoAV/zNNGfq9mQzOBwVGdCRTr74nB8t3G6ZW6qAmjYbmRi3wRTc9viD4Iwqhyh3RhoGAWU9YFQluFjz/lR2hG41S8eraAyti6EiJRTxUK1pqfA7D0QXKQwxKjJAc1inI3EFm60UGbdwXXMQrq1zxT4UB63Xs6BDmpm2m2OYxkhEsKgNhgsyUmglngJBKAhTuNgwrIeiHlK6g63T5u0JglAcPOrAax20HqKMBlLCUSFv0TXYWLw7lLnPvCZLlQr0FZVepTo8UX04uxca22gDS8YFdo3i+7QzUxsvzLDhtSL03WhBvu7++YRykJqKjMTaC0lBipZ0p2AAdBxs47uwQaN5YLPjQtQ66CglL0lACILQn5AgsEziIowLkRWCUCm0lhDtztQ6X1taTVuyE7ReP9v34A3+CMzS61qZTkfjGnbxEy2eju1yZE3BiDnYdG7a7keoJGJUJBFWPcc808N+ztrkzvarH/MBvvPO98LHN9o8HKelmDpuroUeg5R8yXA8ZeFrxwQ/J2nypx3TTd17yS9BqD6p+UV28nza2tI7KziBRIYIw0bTc6/yGlgDFoxMULE1pgbhbzV0VoansLfcYenDVs4YXHTkMbCJUwvHaeoKRvMZVYit29Pi9SiTQTd0MD2gXJehdTH8wKOqXyxNyppFwfSQSIpWDoguUhyS/pQJ1nUBcewTQdc6xC5mp4wPLG467ve/gSUeVV5FUqHilPjQyDfzpNTOsKZCb9f5k5ZbaLk3mxBgnzfyHTh+uzfAdptulvivJAhCp3SYX8TrujKMweWIn9lgGZKnoSBUFapzUgvHqToF2mxOT+4M1M9zpvCHi/Wq1bIf9ifhg9//Fjzq18HxmMKgF9DTdQ88Ddro2BRu0+1r9bF4LqZhIdoIitSTRreF30kbKvo4XMjX8eFVDYD/3voNsM1Gm+T5LyvkjBgVuWFUN7YUSbCPDsBLXh1WpHkY+ZBZn+txx5kGSYbDtFdjDBxYY+V5MG18PONNJAwuxVGC0IrTxY82L72/X+ZK2XKkX/5dhKExLEIHAhG0j42kITHHgZMgI+qOAy/4db0AdnOFbJuuYBoDfFzuUA3rPOK/R6w+Yo6rIyYquIF6yPRp06BrRBcpDEl/ygQLBXAL2pIKFYQMY9yAyhIf9wHO2e99cNRrLJ5/vq4EndOaX9gSWYi55fCtvVyjOWmpuKs1tUtP7L+ABwdcfwXcdM/dMRcTBCFXnGJSqHQK55A83wRhMGDGAhU8q3SnoMVLUG0RtntRqUkUbTANAH2IWktiG2cUrviP42BzZ5Q1m1EjYiqU0hBp7QhcQ0KvXaHuJRQkqhibj0/raOB9aC2T1rlQa2DhWLp1rTZIRlUKV83y9T0HnnYceO8fr4Qrbr81939eIT8kUtEuPCUgrXMCGPtpRUsHplyAU//we3ixXmcHNEOG5qaWseKsbNNg0KkQselY6g/PueTpW+xPA9fSEE1EEMrBlmPcdN0lnBQe3BVpzewEQegRPMVRRS+i0YlmehRh1iKweoW/NSbh6B99H55sNMBxm+fQ2lnqgU/pVjxfUssmN1q/QfehdJNwUT5aDI9dl9K31Phah9KXxbH0Z1ZzEXbYVBUloodUGzEqErCVHbTuzbgwS6jY+1D3HbjenwiFg81+yJit1DK8PpmUgnYGsYU0Q1dHPkVGvShWGpbiKGGQiJEITobDMqRCtRxi5jmz9ARbynaa36NoypYjIkOEnmPzF/C1JZzEPOaWc3VU4fkRBy6rL4tEDGzXRAMjNBrAYrzw823XbkkB9y2OUpbGxY4J1rhovs8D0UWKQ4yKJMynqY1w8tgPCEOCPFXJko/YzJXk51oux1KWImlNasI5jRjjQh/HgyJsDAp1akOCX1gZPZIvIQg9wiY/rPMxPa9Jz2WuH4T7MDVB9b/nwUqHp0byWnBZu0IQisdntQ703GZdmfijWhVfh2tWQDOtiCIGjRijhBsAeBymVim9haIUKCyUYcGPJ2UfU7B8NfZIU9/RRd60iB1ftM/4XnqM4LMP/ijbx242jJSIHlJ5xKhop3gy/EEb+UItv3YnNkoRPoFNl59xKTMlKYtiTzKGjRvRPSzejIizQK94aZCrQdELoSBCSKg0thilxQGhCZ0USZWU4cEtpybeCcqZtPADL8LslTFRthwRGSL0EkvtpG0tirBGQZ+j54muaYgRGWQ46Ja1akVrrfBH5ppRS0H7a8w4aPiUQsXb0tJfvVCfvscwPYq3rGTHckNJeS70ebkhukhhSKF2As1MgGinBe45DJ7x0W0hMdEJVN9nez7MZN7AMEphWOjWm7LYO8FGIyrCJg4pAUk/6rhw4JBMBEHoGXEyw9yWZhXYZFA5JpAgCEVipiVZnufhKtpcBrBWrS34wZpZK3s+jLZEPlQthHEtHSUJ142I6BhNxT9sWqOhY4NzMJtC6zhhXYX+jjoqY+pdEqXoG8SoyESQEhSEFtXkUBOIFowxH/Zcudc9l53mX2zM+tO37gPHrbNh9HhgnRe0x0DtD40Ovc2Y0DonkQ0SAVOdIp2rTMyvoHUY3dWK30+n+D16CUI/whfX5ItM0YvJmIykrc/ZNzm/IkOEYYSlHdHzn+sArONT+HvFtEWMGmj4AnXq82udEbj+wMNgKz9ouUT6DNVKqOMwFYosDqbD6OMwrUp3cVKGBB2mIyaqixMZEfqYER+88eba4KbzMzLXdMRE97s1v083iC5SGJL+lAo3o23bTO09ZhdLZkaHwm/uvgP+uQwLpGy/NEpgTB7TLITi0Qj0BpDBY9xD0o86/HpG54jwfoZnUghCqSilwErEEIhO/qTT4obiD+9I3SXfPoQPQkGoPOYz38hIoJoKI02IIgK2tSfU+wVeHc698g+w0K8D1NRidxEPJy/CVHoJKfYsjYl2N7M1It0jvWZaZTT7W8kwHC8myyOMvIT3wlcWF6qKGBVpWJT3pnJvMyh0NZVR0cjOm3IAfrLshbBVWkvBlP4QDh+cyFfSbL0Xu1JAu7UwcJK/X+jJNO4n17oKQRBSBEzCYZEHb5tmhXkJ83SlBISyQysrzBsqj3RB6AG625IxA606QbhTnYrKOa1FxfQQtf8fLsB3X3pGFUgbYyldgLespfUt0KjwlAETRj90YXdUpvBVsiMGT3grwXoZ4fWYYeLWg7BIWMiN8EY0QiURoyINHjCweQr0g5kbGtzyprQF9dLnUOqCjkYYkxjYBNUbzbCivgdur/B8RZrkwXmhbZP2/fTQRrFXsFunbnX+zxjco7RxE4Qo2dIKHZYiGaREObn80M0IBb0otUJ1ozMdI0xepAY+mw7NXJGWssLQodejYKlLCCn5KhVSL0wXLk3FUpXMaACmFIUF1fpYXynt1P1JpR0pY4T0C0x5qqnraENBryERdp5SskN3j3J9cPF4bYzor8OXz9LH0wf1Bxf4U/cdXgfPwyKQHBBdpDjEqEghUlAUbmHtX2OU/Ga6k1YI2IQytfZEZ6XxMI/7YWq5oQyKsJWsmcIQY2HYfJ5Nz0hru1tBEAqGKwLh5CYLo7k/T7SYolVvo7LDJjYyxlgEQcgDWxo0N/K141JtCNd2UC1hY8/lOgIdp+a/3mSLcLIoRNSpaqyszY/hUJ2o6hoVue/IV2hJ8RKqjxgVaXDPgJ4rNBt0FZGtdkKdqt/jehDKSvf5Mvct1wrbSRnN33m4JO1+g17z9HKUd0GvV6G9GGoc7i0Ih9bbzFSoPFyOvRAMIoiESqMdC60/1CBSELwc8tr58ZGKvFD1WCg/fFxhFxe94g4Ks9hTfYXWey/A6OGDlzmvRYYIPYa89WEkgq1wzX+bbG5a17LQ7WOV7OBjhAvMuSwFMtRtmEXiKf2kYaRVhalPWHPB5miDDcEXt1H36uN4qqA70k7WjzEq8pqLoosUhhgVWVEzI7QnzAhCEjSRVdoTzRyXFTNxL0LMYGltZvlxyqAwvRGhw4CnO9nCE1pp4WFJWz63IAg5kFLrhH9rzKigNAe9EBVb8jpmLreMaRExJDNCZ0R0ATzeLyJ22ILSnARBCOBFy5HF7WqtSndYnI0olUPPb29MGQE6ndlXY6s2r7RYnV7sjjsd9bG8bSwei+nSnkqnwtoHPTamTjEjIYiA4jnMWemyhfko0mKkTWo9pGGsfSFUGmkpm4Xwx6w8he2cpw0K+htVDjKdrt/ZLOtQiBiWPM+N5sfYYOkN0RqrglIsBEHIhp6CWn5gfrKOXBgFkfE0BUdi9IDLDu2YUFELQRCqQ1jrpIq3m/M2SM0mLM4GmsrKwAjTKVtKs5oHR3bxVEjdRpYbOdyRqa9vGBSRcczIg0WPCb6NeCv6DYlUpBDMMVu1s9GPMZKryNKYXKYQuH5gvFMv6OYwkad9Sz5SQvKyPld7FnXakyrWdtDy1+1l/ezey7COpICcbQk5CkK2CAKvo0DZQQ4JLT8wbYAfZyWtS0M0UBp4LYMXvUdPInkim/3p+dChslK240HSn4Rhw2Wdj3Be4gOdRyX8pkdfe/WDqCPfpj7rFCWuP+j3lGJlZGHosXVBeF3LJtX9SRsW6v5ofL1iNv6pB1ESikSYq3Sb6IXxdGqUXpcnb0QXKQwxKpII27WxTihBYmLkGMIWRVAKgFvzoFbzwjIMnoPYHMlwDcTlFNgMDF5H0TCMCpUXHclRtNxnZGztASH5og2MIZkRgpA3ZNXTm3SlP5LLrPq7KxkS1merbnJtRUyx6YLu8c4MArMg020opYGuo15s0Vtbz3ueIhG2uOTbst6nIAhWwjoKjqptCA5oLgzHO0LRXx2d4J2gVPoRyZGRZkenMH0JdCcoVc+BhoFyTuoUJkp/0ufp62rZMuoFY03pgglVp6UjLLignj6VfQfaR3VcDmmnlFI16oEz4ZLBk9vid0JhiFHRMUk/bmaAYL9lFaXA9KfVlo/AqpOj8JDvw2RLW8iYnOeWN5ZjfGZc8KhFO63TsuRld4G0cROGnaZPIGOOsKrF0vIDcV2XHIrp61QwgZI2D5T8IAVEpSqEKZQVQ1rKCkNHUrojz11m9VB6H09p4qdsWneh7vvwGOr9bJ7rOkpuMISnq+yLyAJ3wLaxqAIvPdXHRhIzWvYFztvElKec5qLoIsUhNRUp6AXlw9ZJvEWaLnYyJzybYOjpQ4UAIxWjIw14x/hacMEHjoJVTI+fOYYZJtT7bWE75UoMoxR19dKpDLpQS5+r8qV5eLNlgqvvGu7i3kdBELLDV4Tiec7m/OZrwYRyJTAmRpT8wFeYCpWlroIcDTj3Ew7E/Q0AF2WGMipcQ4ZECjZtaPGgZYYWl+38OwmCYEfLB6606+jDiA/+mNcsZsZnuy7sVt2ZwgiFGgsTGL765rfDZ7baoTk+X6dKX0sXcmtjgtaq8Ju1Fdq2wO3jHr1ALVZHqZM8xYo2KoUeIx9TDrgTTKBQpoVKo1JRGDwGMEohK2n3DRKpSELnLOr2q2obXwsqmrJkFDRR6oJHCsHYSANqrgc3NubDX399FizCRVwaSrvgKU2WsWkzV0b0Rkv6EykDDRVqHGHFlnH1GdxY0aHJ8AtYjhMEoW1Cr13c/IscqN8HxkNtJDAoUH6gyj5VGwGv4UCD8pYzhhfjDjMWvcP0p0CGoCKCaRRaKdCLdVrulS+SadaIWQWlIAjtoJ2Den6F3aDcpiIe6iV86pEu0IxA+mPBdixXOOXmq2AKN2LNRdhhUuU6Ug1EM2WSDAltmOg0JdzGc7gp0qkNG+ZVICcri6DoczG1Soswl6VTaZGhUq8C48a4llBZxKhII6amgUJ1obZv7A8VdF2g7ZFCMOo2YMGsKXhycilMLB0PUgtsKU+GMp82j7TRoGsq3AYKAwAvXMTKohC0DGJ5n7ebUYqjBEH9JGNyHTm6nsL1YcQNjAr0MKI8cVzVfzFFOLTsTkorCGuy8OEeTaHUCkEY8Ei1ZQrMpSxbjogMEXqNqby3ZC84lBURopV4ZRSYMxFPuXdUFU/paINew8LmB9CGARs7cozNv2EZJ8zE0k0ncEPdqMnSXooi29mLLlIYYlQkEXrtlbWuf+SqnZpVLdBKPLn9fBhRXsbxkTqM1hrg+Q7Ua2iCB3p+6nM5rgMEt/xZDYVb98NohUuWPoCD3gnLhcJ8adUjWl8zsrCO3m62jBMEITMR573C2gTBeGBjC9larQHTR+tkVCAY+aQohTmnDWdAJKeZj8sf/kyOUMYmyo8ptRYGplXUdPqUURhuKA9cF+H30fyO7fxrCYLACQuU1VoyPhZCU4qQSm20Pt9VlsUYdotT6UpY7IwbteYXRiGZ3GByKbJYnoo84LUpojCF620puTHlgIcpWFpf4GkdKn2STkeZMtKs2aBXvSkrGphChXWouO6Fq9bM8VRhN0ZOMB1KqDQ9ram46aabYL/99oO1116bfriXXHJJZP9HPvIR2s5fb3/72yPHvPjii/ChD30IZs+eDXPnzoVDDz0Uli5dmts90gOVcvyMwqQkL6EudKJc6MCgmD4yBSuNTsKM0SkYG6mTB1IXXiaNEcGoe2h5sKvUBVQKdAoD9zRGx1ensTKR5lCBMNG1IXl1fgrTLEp+CYNNVeWIClYmu8XMzXpeq1bUbs2H0ZoHM0cn6TVjZJLkR9BNjskIfQkmn3QxeDDHm/KLTtF1VfpcWsAqeJEMqWPHF5Z2wcfnxol6RRbJbPlH4Pmb3SMyRBgWGRKCzZCWulBbjkWazblGK2HrmglQcqPZcClQylWLaNqt6qZIQR/xwEFjRS96ycai+cznOY6h5APVTeH1R7B+IqjlIGOCUpp0SFNFT/i6F2HjGPSWBMYFGijYTQpTtdEoQWMCDRT9ncPvo+rNEmvD2vnnFF1kMI2KV155Bbbddls488wzY4/Bifvss8+Gr1/84heR/TiJH3roIbj66qvh0ksvJeHw8Y9/PLd7DJVyg+ARaXgY+V9VU4GpC2NoWNTqMK02RX9RSYhdvCrJWLHdh55/OlUBFYIGWvqBQWGNMJipTjH3IW1khX6gH+SI3SuQFNZXjR4wUuF6MF6bIvkxDSOeKp2yqbAbp7bIIsMhYjzgtM4fpE6yaCdPf7J9FdNOMO6lWWImckSoNpWXIRgxQIW7rusTsH6BrZytJnHoBOTRQrVeRfBZpUSTwh4IArMFdHQOM6PAuCadpgu6w6Y1hqOD+WN185fmtYKi7yAiii9VAxLpOsUMJjamUF16mv6099570yuJ8fFxWHPNNa37/vKXv8AVV1wBd911F7z+9a+nbd/97ndhn332gW984xvkdegWb0Tn+LFOB7aHuJlnqJV9x4cZI1MwZ2wFpTJMuCNQczAnGnOV9Lr0Fgyvo/4cFjrpXWHqUxBRqU36UJsKvIy1MQxJBieQ88BQAnjKk75OEM605FXmMZklj1EYIjmiU550ekLg/fNbjXbdMz48qVlPUVNNHrAeCx0SI44HL4zMgBF3lLyMwYq6RvqDy5wJKBuM1tXhvNfXVvMSDYrahE8vVF68UZR/wc2EhgVPu9Sy0JZHreUViZKc20BJTYUwJDIkxHOgPjuoxkbjgtdM6HUp/BmN5noOmC6kUpuow5LS9XEMEheTmLqkwxdqMTxyLDBZBSwSOR4suEnXozUrlHGhOkJ5GLWgImsMqQSeCJI7K9xgTGoco+6J0qHcoEAcoxRjXjDmpBt+F9RbgvNwPFzvolnzJbpItal8S9kbbrgBVl99ddh0003hiCOOgBdeeCHcd9ttt1GYUU9iZI899qA+7nfccUfsmBMTE7BkyZLIy0Zk4Ts9K8MFJ5ufI2idQRVpY1RizA2iFDNqk4FigIWWvGCJt6aN3EDUgAhTGfQ+fk1lXNDiVapYmwq22Qq54ZgJ6VChF8MYu6iaS0HoRzmSTYawiaY8fVoJiITx9TxXKYfBg1rtUpGKGbUpmFmbhOm1KRhzGyRDME86PJ+Nwy8faSVpQadChU0ewihFIDtUGUc0ImoaFJYaCn4PtGWY4v/CQNIzXQSnzpRq1awNADQaxpSXX690PRW0XiU9YDJII0LF3BvFNCMfPExNarBVtXWHJt3ZqWaMx+YyXj9cVA8NAb1KtxZxLnOEYM0FjdnsRIl6ycjyINJCAgHvibeNZYYHRSxU9ym6XuiHUUaGUGkqbVRguPF///d/4dprr4Wvfe1rcOONN5I3odEIqpUXLFhAk5wzMjIC8+bNo31xnHbaaTBnzpzwte6669oP5M9j3mqVbTOP5/twgmFNBaU/uXWYrowKLNgOz7e9LMOlEUQsfKUM+CwVyr6AVZjibBoYNIfVF+c6kczlFl796le35Nl+9atfjRxz//33w8477wzTpk2j39npp5/eMs5FF10Em222GR2z9dZbw+WXX17itxh8ipAjmWWIzUA3o5B6XRtuXKj554JPkc0ZyqCY5k6RPKH0JzOaaL4HNbY6MMxM4E4Cne/rMUNCpU5qQ6PZ8cmIOHCnh86fNmsu2H0IQr/Sa12ECppJqVAKPdYy4IuvQYERDKqBCtaAIO+/UtQx44JWztbHRGQGc5BqA8OMmqLir7pVhtfkRdkqncqpeeCOeFQLRo5V3c4Wo6ArVJQFh8ZohmpZS/epV+xGg6Km6y5Mp4hK6RYqTaW7P33gAx8I36Oytc0228CGG25IHoPdd9+943FPOOEEOO6448LP6B2wTWZTkeZdkVCBxOXkI+lBXClQMQ4yItwGjDoNmDuyHCYbNVg6Mk5pDXXMKdRFUC1pVM3F6iiqwVa61RGLSJqVikq4kzp9wYfauAMNKtpWXRSM1rI0iU3vJgkKx1JXkYNVMYAhx1NOOQUOO+yw8POsWbMiv6s999yTPFbf//734YEHHoCPfexj5NHSuba33norfPCDH6SHyzve8Q644IIL4N3vfjfce++9sNVWWxV780NCEXIkmwwJ5pv2tukHJRJpzYr7aioi2mi+R28fpT/VGjBndDlFPKf8WthetjbeAG+iFo1Y8LaMrN4xMvdUqgNtpge4euhPYpMH7P6E6ZMepU82xgPvokcKhSrIZBHNcPVd3c+epU+SQcLzrfNC0p+EYdJFcDphZILShoLOT5TmpFOfdNRgxAd3OaYQAXjTcA4HdRhY3B0YIgAjLzvgz/ChPqcOI2MN8KdcaCweCxatw7k74QYGCUU51fWpK5xDkQ4dXXAnXTISwnQqXMhuRgNqYw1aV2cS06swDQtbYlOHJ4dFOx3w63j/zSiM1p9CI4KKxZWRg/eJH/C+lpGXpHsGUBepCn3lP3rNa14Dq666Kjz22GP0GfMbFy5cGDmmXq9TF4a43EedG4kdGvgrGdVKDZLTlCJpDtT9KWgJid7FlUYmYFZtBaUxoJJAveaVsRAZR/3lEZKWa1jSnnj6k1vHLgrY9o11cDCGatnIPKihEmJeTKIVLaARgb81/Zo5c2a47+c//zlMTk7CueeeC1tuuSU9mD75yU/CGWecER7z7W9/m7xgxx9/PGy++eZw6qmnwute9zr43ve+16NvNPjkIUeyyRDL5OMf4x4yOtW55pFRgalOM9xJes3Ev6rhQ0RG8GyqcLErLbeUQOGd3th8D2+DDAE0KjyoTQbyQ0cvwrotnsWkc7opD1sXiDYLRcnrqKMwQ/JA7QSJePYfpesi4VxTLWDBUMLVMWTP16I1EdQiGiMEYSQgSM326oHiT59R8UelXSn4NA62d8U2sWNekEKlF8LUBdkcnOcNF7ypGngNjK+qqMpIc1FerJOg9CZKvYoaTFSzMa3Z/YnqK5Qx4qChNBmkSNGCvqKHVJq+MiqefvppymNca6216PNOO+0EixYtgnvuuSc85rrrrgPP82CHHdTy8zkQzKEghKAnq5kKZRY2UaES5hdioXZtEuaMLIPZtWUwozZBkQvsCoX+SFtudThO2A5SC5D4dIroOhXYzxmLn1h0Iy7dSV9Xb+dGDskr7u7M4d+xBy/EzFvFXNY8wIf/KqusAq997Wvh61//Oj1IeJ7tLrvsAmNjuFBIwF577QWPPPIIvPTSS+ExGMng4DG4XRgAOWJJa4Qko71Zxx1EKtSimTPcCViptgJm1ZbDzJEJmFarG6kHTAbxVXTZQlktUUkyQNh9UsvJwKhwJxrgNLwwNaqli5yKRGiDg8ZmtWGUIqG6ugQr4nb3zxi55x7JkKIjnryz0NFHH90S8Vx//fXpN4py5uSTT4Yf/vCH4TE64oltTP/0pz9RtBNfDz74YAl3P3yUKkP0M16nNlEEoFnX0Gz4oFKG9JoWyhBBJV2nQaNSToo+GhUYpUADAAuhG0qRD9OTUMlvkKKvjQuqkcBrcH1EN6Go+eBNutCYrEEdoxCIqtHQkdDGNNX4wWVrXqiibA+vMx2NCgB3hQO1CbWGxZQLzisj4Cyv0XtM48qDXuoig05P05+wh7O29JEnnngC7rvvPspDxNcXv/hFOOCAA8jSf/zxx+Ezn/kMbLTRRqR0IejZRS8vpp9gesnU1BQcddRR5BHOo/MT5fzp9mb0x5JTrN/qDiz6cLXyLa5PgbUU05wpSoHCF6Yx6B7zfHEZeq/TCMIiKDUgi0jQ+I2oSRjUUPikDLgr6uBONsCZM9o8h6c+6N7zTKmIpFPxUKQ2LPp88TszpPyFL3yBHszdgFEHjCrgbxUf6hjKRoVARyIwl3aDDTaInLPGGmuE+1ZeeWX6q7fxY5LycIU+kyN6jqkcYp4qGT6g6YBgfgYtFH3wGg7UALvHTVJNFkYq0Ac44gSRToxkNHSOJHr0cLltZmRoJ0EoptQ2XSdBp/JW1FOY9xzIjyBiESyERzBFIijWDgpHKU1B98U3GjqQ8kPn5W9YDGrE0waPeKKDAqOe+PtGOaPTKHnEE8GIJ7Y2xYgn/qaFPpYh2puv9QGUJzjnVNphWDOlip1DXUTpDlOztQAKulnidm/ZKDiYRoVnY4G3UvD9GWoBO5RBuF3VTlD6lQpr1l7GnEk0EtD5EEQPPDQIxhvkCEGDBYWE00CDwKXxGtOVjMErYqOo6YGRQuNjdGIZplMFCg0ZPsowIqNjJbXYnocpmn3lBx9Kevpf6O677yYPL74QzC3E9yeddBLUajUK+b7zne+ETTbZhDww22+/Pfzxj3+kkCEXuBjyxbxGbN/25je/OeLB6Rqt07PK5kgf6Mh+fl5QqIT5z1Sk7U7BuDMFY04dRnHCYZTCtmCUYymi1B/jzF29qiV6IyiPEmetSl3Al3FrLd2jbJ+N4/t9zYr58+fD4sWLwxcaADb+67/+qyUVwXz99a9/DX+vu+66K+XXHn744fA///M/1EYwryiIMEByRDse6I3akNCFTb/BIm2UH+PuFEx3J2GWu5zkBxoX+rBIlEBvs6UrxlxPRyOCAu3ghRqMLt4OF8wyIxX6LZeFLYXcMV3y+pCiop2IRDx7Sz/IkCC1yQ86P2m9Q3eDMqKEoWMQIwhsBWvahh+xOxQVVqvCbN3xiVboNi5KeoXq0ISfMSVK3QN3RlK65kgDRnBRPTweowxqtWzUHzxMcdLdnUhmqcXydMc75bQIa1J1kxk8Vq0ILlSfnkYqUCGjYucYrrzyytQx0IuAxa1FET6c+e/Z+G2bq8mSR1LVU4yp1AVKW3AnyNuICoLLPYq6UJsp79TrgfWCjigizeBFGEAJIxVTDTIqMHWBlATdUrb5hYx7NzybZscW7ULNo9iyh8VR2WpnAD796U/T6qlp+bQ2MMyNysCTTz5JbQfRq/Xcc89FjtGftVcy7pikPFyhz+SIVrZVm0TtRdRGRktXOdpHWclB6hO2o1YGxUxHyw/0XDYjp6g8RFIp8eGMY7A1KugBr+/HvEXyAmqDgnWSQ++iWrfCmkppOFf4ey47I1GaPi3ULiLaiUjEs/dUXoYgOJdQCZ/eAFiBIc1otyYfNfIwGqkLuNV5Wg/QjRTIqAiiElRboeSD+0otGkUgueUGheEqncmb1QiiGCuCAnC9gjd2fUKDYmSkAfUlY+BjypKqxcL535ipQqRKblBEo+YF09l3wUNHKE/ppva3QS0GNZtRqVm5IIXaw9n9qeewUCI9oMMOJ+xhGT7VW0/HeYmpC3NHlsEqtaUwAs3WkEGhtg5FqG4pMS0bw0nGHuQt6UphGoMHzmQdnKk6uBPTKT/a8WrNc1m6kzZIIh5G1j2GPANacejz9KesrLbaavTqBAyXY19y3VoQ82w///nPUyh8dHSUtmFKAhocqAjoY7BN4THHHBOOg8fgdqHPUXNLF0lGk2tV4aP2Pur5jw9/2u7D2HgdZo5PwMqjy2C2uxymO1MUuZim1r2hDnLMwxj2l+eF2myBKpfcgGoeU8FkdO57NfQuYvrTJAA2e1gxArXpNfBHa0HnF6Ww0DBoJOhgie4sx2SVliNhrQfdm9P30U7umOBealvEE1uPJoELpqFnm3f/wagnRiT+4z/+gzrCJV1DGBJw+kw6QX2DShfCzksYOcACaiVOaA5iZygq1FbRAiy8Hn9Bpzc5UJ/bCOQN1lrgKSibMKVIpTHSonOqYJtSrkbR2+CDN7NBnaVqS12oY+QD7wMX28MuT3htvCfVzfKVpdOCOo0ZDfCX4f4gjXzsXyNBwTfVdfgAk5hGVVN1IUDfr9mlEicYGiEALhonkw7UMD1zmSpWFyqLGBVJJD0DQ+XAjPmr3VSo7dEKuGNOA8Yx7QkaMM2pUwoUTsDgGdtMiaA2kjwMYRKXKqFtE18ZFXX0JKhCS+V5bNcyN9KjczEoerH+VVHXw7QCXNTorW99K+VD4+djjz0WPvzhD4cGw4EHHki5uBgu/+xnP0tFk5j7/M1vfjMc51Of+hS85S1vodSpfffdFy688EIKxeedeiP0gJj6q/AzV7gtXnyMRqCcwBqKGc4UvRD8jMYFyRhDBgSNHZgcscG6QPFOTi5GJqbqAJN1gEYQ8QRPGR9sQT7+dVT/CrsYdFj77RydEmXLEafNaCciEU8hN3RRNDCFWy+iyRRs6rDkKucCI5ieQZ4jRSupRiNYoE4FMZqd4nA7Ghq6q9uIam8drlGh0pDYJdAJ4ox44PkOibJRjFQ4qrOUrvfEltVqYT4Pi7Z1hyrtBCGjBuWg0TLWcKSmLeY5jLpI1RCjIgn8fZNSHvyigwexEdLH7fhjMdKDMF9xpBZ0bqHibKcOsx1sCYmdW6ZoUTxUGiLdltT1IotIsYd/uKIlbWgWeQer9KpF71AhmJgCmJwKirUbI/YHvWlkcCGBSoDypOrojBAFPYhoAGD6A+ZWY3oCGhXc64iLGV111VVw5JFHUg4utiDEHF1dXIm88Y1vpJD5iSeeCJ/73Odg4403hksuuUTWqBgIdBtHnVKkvPl6rYqwJzt9CqY7K7IM0gKCYeZhO2p3AiZ9N6ipcHySMfpJRZEKPb3DFKvmmhThKrq8i5xSTkjl8HwYWe6Bu2wSnGUraGEKpz6zuR6F7iqjUy29oG+9prlgX6Ag6K9PsPa2w4JEPIXcwKkzvQHOilowxdhK1tR0Qc3x2is4sXU6kZpuNYD6SkE6Ix2ztEZdlhozpmBsrE6pT1NoXCwPhJI3ux6sIYGRB4wyqDoMB1OdsGh6OmZCYHpmsM4ERjOcaQ2ozZqEegNlUwPmzV0Ki5ZOhykVoaXVvScBvFGAGhZl0z15ANhVCtfWwHtSK3vT2LqbHFoeWtca8emjNxZ0vhKqixgVSej1H/C9znJiKQM6bzEJzFYcJ09jHWa5PsxwPJp4gZfRWDyPRyxQsVf93XmnlQja4NCpT2RYYJE2ugKC0GHgJWDncQtdKQiR78UX79NKUF4MUB4j5kDffvvtqcdhOgMW9CXxvve9j17CoKGUcF07wVo9avmhCycJVYwYtGENjIbx2hStbzPueDDd8emlJ+XYSAMmlKcxUtelL0PyQq0toSMFuuuTSmPy8MGuc6Npv7onjHJiKtSEXq9CtaTkXaVUWrc9VhstrNSLd+X1z9qLmooikIinkArO3+W1oH7CCxazo826CFsVTaNxQPOz5oM7sx7UXVAqk17Y0oGp2arOwndg9rQVtHjmxIoZzcjl8lrodMA2r4RalRswioFpk7iWhWr3SvPac6Dx0ngQ4Zheh6mVatCYHKH2snip+gwfnPFgRW00LDAFKrhYEOHQgoTax2p9RBWXhzoJpUY54C6p5fZvOii6SNUQoyL1R2BWRUP8Zw4tfofpC5gC1YBR8Ogfe8TxyahAT2NYUxF3DX15no/NIwo8rQk1E+onH6QskKdRd3FhoTdrCM523cjXSkmnEASh/TQoPn/1/NaNGdR+bCmL8gJlx6iDedBBShRFOfk4PGuSy4i0ezOdGg2PDArMV2p2gjLu0zhFp1dQVxlTFCbIFkEinkIGdKSR1orAmopgNe0wLVFFEAFrorQjkQwMNRN5ZFKNh0YByZCaRwXWQSCxeT4lS6j2s+TbVI6OoLha1Wpp0HmAtRUovhoO1BsotQL9J1JHpro80ToVqkWsbjYR1n/xSCplQgX6SxCdaGlpIVQQCSQlwUMU2oNvU/J5kXV4ePDgn1mboEgFKgIYmKxhfYU7FS6AF2r8zKMZTkCtKJgPZX1NLMRSHRKClbSxt3SQD01GheoEFXoWVSaXOU7EI8CVBm6NyGwWhM4KtaklI6YBsEJp33jQUhcVNtfQ++e5QZ4yRTtdGAcHRsClyMU0dwompkboIR6kPzbzJMkBoGWSGYnUadlK8gcLTAX52KRMrFgBsGx54JxQIRS9cBadi55K3Uee7rvZwU5HQ/T9UN97fJlpnkJLxBMXTlu+fDk8/PDD1P3JLNDWEc8VK1bQwmsYsTDBaCe2mUXjBKMZ2NZUGAB0qvW0Bjgr1QFWnaSoARJEGIPIAa4ZMfJKUExNCr3q1tSY7kN9BqYcBfOQVqde4cKyiTGYcF2YttYrUFt5EtxZU1RcHUQNsJ7CD4qlsdsUGjQYUNAKAo6DcmNCLZo3hdGEBtTHAF5ZPgbuqAej0+skZ2rLAUZecaAxrvo51PE+HXAwvWrCBXeFSylSKCMxvYoWwlML+5H8pNa0QZ1HsF6GwMHaK4xiokNi+vTpsOGGG1JnOlzbhoNtkXfeeWeYNm0adbI7/fTTweSiiy6i5hF4zNZbbw2XX345tItEKpIIvX9BnUPgjQse2uGCM1R/oC1qFu7//+z9CZwlaVUmjJ+IuEtutfUOdDeLrKKAgLK4DCJ/gVFHZhxGQUcRxEFBRVAERURwGRwQVDYFWRxhAL9vPkYFWQbcGBsdQBCQbmlo7KaX6qWqcs+7RMT/95zljRNxI29mVWVWZnW+p3+3895Y3oible8bZ3me5+iDHdZFVZBfGXUl/Ka8TKmEI8ARu1OV8nwH3xG3eWv1NGFVrRjn7BjglYyliVWQgvTmIFATY9d4FPVg6awtrgnRDpKFzrPq8LNHr46AQR3xALcGmHiQa4DBjgH89TKlDoKKpEMZ1hDAj0l63YRMpcsmlmNdl3zzSoNr8vyWwEAuWBEp02HBJO1yNOLERInAAhbglYKNlvUA65augT7v4PllLmHBnXVNBWsnLK4j0Q6K2dyFjCuI1lCCwrwyB1u5VeXhAoVGmZsrXZGNHaSh90TBqlDKlRwnlHNFIaXBRpfKxa70lcBShHOAos5woFwfkq5smMKQhgWMqSwpW5cJjrUnm8mpPzeko4fWaHXYo9GwS8kKUXdVINjjeV0L0Qzv6Jg52RYoMGero+pWuCy+G5rhKQQb94TER3dRkqg79Xu9M9jVV1/Nndt///d/nxsyIqGAJoyrq6v0yle+ko9BX53v/M7v5F42aM742c9+lp7+9KfT0aNHQ8UTctZPecpTWHXuu7/7u7ny+aQnPYk+9alPnVbFMwYVW1kTcmROdlMayT9E/ekI+BnCgOAipdScB0YmNRx2q1Y0qx/bvVUORAqisTgGBn+qBSp6uxPf0X+XNoxDtGjRzty8dKzDKsl6UsnLWrUQAQXWByQn8EIn2ixJqUcdJmpDVU7pD3UzorftUDls22XbmjAsaXKHtSOncpxTggXLKi12DIaBc2H3GKouygMJ45f1a5nm/XkuKRst2p6ZwaWRhAS/gmVdHfoAAUOmnadRbBhkzKHAZ+5HoZOWkwk6DcfgROT4mVGHUQ84lXtey9oyckEFBzLSkwJKbpaICDL7OBTCNN0xHZtdozFXWTuUroNLUfE+mc+RamAyRv8LDZCwfvSr+xdfxhruCR8ECY0MVZbok9QMndzx8qpyqFi+4Q1vCEEFGjOicvGWt7yFJasf+MAHsiAEeuFYUAGeFsb5+Z//ef788pe/nMUeXvva13Igsl2L8Kdp5qEKfpN/YKsWexObjAWAFaCAh0ZAQQn1koxSSgn9cJlToVF5eDXNYxFNzs2gDraYWHWD+RRYdLCiGCPTXnaea2BlFQlTiTB5S/1O/PLE8B2UcTvXr2jR9sJ4znFZX7vU4oHcLalgLXmda4TPJZUgTM8I9IDnZJHQxnqX8hGqFDlDJ6U6WtLhbIMOddZFQQ7ZyA3JRiIrCTiCrBcaSBhMCctDT7ra4mXrFFdGeF0pKV2HnOyQyjKn9NAClf0uFd2UM5z8fRjCpWsIQ5sowKNKjA3ownyu1RbZJllIU9Dbod9rXEOiHSTDXDs6ou6hISs2gfDcXU6ps5wK9IiDgJLK1Q6lt3epc2tXzkFVoldQ9x6rlF0o3d+5eV234DVnbXGW1k/NcADSu3SN+pev8vxNLhtQctmGrCUqrgAIE1O+eiVlJ7rUv7lD8/+aqZ+A/QnlGxn1ioLusXCCDvU2qF/mNHu8pN5SSZ01vBJZK7KSZuaH1M1yDlxwLiqvnYURf6/erR2a+dcepWspBxOdFYFLZQOBUJ3vvsjS0lLtBbjiTtvi4iI3YzSDAMS3fdu3cUBh9vjHP56Dj5MnT4ZjUMnwhmOw/XQsViq2Y9bkbhNugx3jjw/qTu4whBQIMOAkcAZys8pB0xwnwkMK5LM6LLWLp5Sk3FI3VCoE31zngdRIVJxI9PAuubApQUWLFu0sKhSi9sjONj9gUPbX/c3jeQpnJc3NDqnfHTFRe1ziBW6FrB9M3s4KxlYzsZpctkOVnTi7aVr2uf5kuFQlh42gRI5PqJjtUNrtUAKN+fUNSjZGlG7klUY9n6f3Z/LWluzgrKiMY4TLSh5Xu/nGwme0aGdgAn0a5z2pFM4olBDPdCg0oQLBiQun1oB5D/lWIBlvmWEiNb/X/hR8GCoF2ql6RDN8YvdkRuUYqlLSIJO5VnlC+UzJAQU31zuSCzSqyBgWhQAlPwT/IqHVYZ+uueMSOjWYpSEWu4uEKwFj+BVHJgmNlnpU5FCPEvUnJFEKwK8gNTtTUg5+BQjhHAih67e8T+bGWypu7ne74oorap/Bf4BQw07ZtddeS7/3e78XqhSwW265hTkX3i699NKwD0pz+Gnb/DHYfjoWg4rtmocMNOBQBi+oHa6BhR1uCinCbVTytONdTH3aWjzjuA41+IE/PwQKGmxohGxEzXCeBQ4TFRbFX9utNYKlaNGibdPsGW8Vv5Ct0o7Xvs+TlUC5MincCGQlIRsLBTlUKqRaITM3JC2Y0GhjlO1qUpp4gAMQVFSU5yFVFEAQEio6KaUdRD0plcMh97xhSJTdPvwI6NKr9C1v0/vloIGbWLnvrskMu47hqaNFi3YapmpNOaoSmHA9MCG0+AenHPObkQoO0ZDra5RQcaoryQWsG9ZkjhMD0uk6GxON1zt8je5aQuO0I521M+0xMSYaLagsNAs1FFRgrg+qtSZH/4q0pEGe0U2rR3h/iYXpsAQ2knCovs94rSv3YTwwSrhnBmmQxMGTyWD3hBTO691hkL/ovLYbbrih1kSzKcpg9sIXvpBe8YpXTB3rC1/4AhOrzW688UaGMEG0AbyKvbAYVEwxn42zaoHuqeAFLRUMm8BI2pnhuI1yRIOyoDGnK4NbH86vkbIbVRCWa+QUp0bsuoAEigdjovUEEDGLXLKGFiQYDtKqG804xsikLkiZIImfbYJgJwnfp3PNaNH2wqoSJRuTLd2Uku62qmgCJ31cVTWMfsAwSippPu1Sl0a0Wg5oMe/T4miOltdmKM8lMuGxOesnvIe2ZnNBH16PD04/CNjjkrKNsQhS4J5GI3FakJHkk9VJ0ScGHASucnCnbV0LmWwp1ZH6ellXn9qx3+u5sriGRNtrw7w0PhMghZy5174Vs2P2JYr1Ga4o0GxJnaWUe1PgHPSJ4Kol1oXFDtFswZyGdG5MWVZQvz+i9dvnKB9kNDoqSk2AKo2OSHWi6GhDOoNmrnQoz1HZLCnFT10Tsl5Ovf6YFmYGtLQyy9KyKeBSAwlMcBziDD4+MeW5hEZHc123Ukp6UK0kSpYyWa+UXM7XRfJjA4PswEKyh77I4cOHa0HFZvb85z+fnva0p009BvwJs5tuuon73UBeutmf5rLLLqPjx4/Xttln7Jt2jO3frsWgYoqFv90akaJhTYlWyyCgnFcAqlCw1jyQj5xtVOUnRPKQi/Tn1TjSE15/4578ebUDtEqBNKhtcFUKbnjrr7VdCFa0aNFOywLfKmT6qwQE451tDqpjX1UZNHtXJrxWjErhYkHkISlL/oztLEnNg1WBQn3NqsYrM4U/GfTK8aUwJhdPulilcExBpYk8UJ33FSocrPzkqhXk76Fac2J1M1q0szRMQSU0s3z8ms5lYB9WAWHqaNDgejzAOFlQdd0G58m2wz8RMQiiwTq6aAlZmosis5oYMGI1YJY4niGOGEihV/2CaDULlUsujBYJra33KNc+GnkfXAriJnzMpxjZmteSsORmoKhwJETG+2LpWhdQuYaad3a7+OKL+bUdQ4UCAQX62Lz1rW+lFPB3Z4961KPol37pl2g0GlG32+VtIGHf7373C002ccxHPvIReu5znxvOwzHYfjp2nheSdtmMBK3wgYk/583+vtGTAlF1KQQkQAPlWQwIAxwFCSiC+tM0p95vN+xSwDM5SEXgRmg1I606T27W56J2fs0JaQQ30+7vNCwStaMdKFNVlmCMKdbeDQgqkHFsdI610xQhxcHDWIMKEbVO+PMYW9JC/8Z1HWHeRL3ayTVT5XVMT/BBGcbkZJgpXg2jkAp5tS2EbhTrmm2ByC4EFnENiXagDH+DDH2i0FEbjjYqhdlqSrTcoXKlq1ytCgYllQytSgK62K+jLkxhbrjWE4Fqna+oduRz2KIkcaSeVYY25WtrxYK5DSpZjyoIJ00TWttAUIFSpvIwQqXWVJzkZTws45gxRHKsTfQQsCgvKxzHEMvoi7QFFI95zGPoyiuvZB7FbbfdxjwIz4V46lOfyiRt9LP4/Oc/T+9+97tZ7ck32fyZn/kZ+sAHPkCvetWrWKYWPI9PfOIT9JznPIdOx2KlYhtmMGgLLNoerIGUSB6WlNCw7NAIGEKuVpiCC3GWMXTFNSykZTZNmWmCxOngUhrwtMOlEkoMtqDHG57Z4pEwRBtR1GBdlpWM6cZo0c7YrHwfoEXWeloNDgMfgxcy/dwDApVONLvLuYHmmEY0AlmbShoiqECgoQsSrxtOKjKQOJHA3EgoSavKBGcsQdbU9aXgYKMiVJvIA2/DebaOWAMuJX6z2hQgDRoYwVmw8UVmErAJwWyzA6K/g1i6iBbt9Mye1Whqh+c4sv8838wdUBhjfmRM2VJG6WpKRQ9KTZqcYGI3Ue9kSsOjmshIiWZnRrzGrKx3KBlk7Lxzk7rZkhvQ0YUDyk52iZYzGl0wliZ06FODHjqjhHqAQfVlTegtJlQcxv2J1DWacpaFrGvoUYH7RQM+QJ+Y2N0XZSooxAG+lS5nlJ7s0uguIxGEwJrIsNCS0mEm6njoz7PmiWjRrJoAcjZel19+OXkzvu+RI0foQx/6ED372c/masZFF11EL3nJS4KcLAywKfSmePGLX0y/+Iu/SPe5z33ove9972n1qIDFoGKa1ViUsAbnoXFo2+NyzPCFhEZoFMOVCgk2atYGeVJ9+eDQN2FPzc2cjcSsSzmgwITGey4zTpC5tVWfr0y4wYLi0047AZFTEe0AWuAYNMQQQjbRw4cAG8jx0Fc4ARITRcZcrA4DKEX9CRVQJks2l6bS5KF99dKCAIUmQYLOthde0MGqnMA296joZLymhO7buDdTXjE1qKAEVQUetWrnLlQ8I6ci2kE06TStsrCm8mDQSYVc89RAVQIdsJHAQJXACS1IvxjZNhrBIyHufs2wIvgMQbFN+mFgu/SsQKKyoGS+pAzHbwDCLe4j1hRIvYKoDUW6XmdMg1GXigFRMejwuiPNNUWSlhMP1qcLnsgqFKdSqaSgIqPX46QI4F5QrQKvA/wya8J3tnYn8kWe9rSnbcm9gD3oQQ+iv/3bv516DAjeeJ2NxaBiqlWEbDZ98CKALpKExsAVG7wBx1l1wVElkFHkoAINMJVTsWlQYQ4IzLDYrAnv4UqB1V3Tfgcpm4OKTocoQzoSGQlkDhoIt7Llfv1u74j46kt8sEaLdkZW6yTt8xKs8uQcdQYha2VQydqAP22UXVovC256BxBUJxlzYAGIAWOjzdm3YcJ4Wl1QWBQezrxOGGlbm0rJOmKN+biMSmkPPSo6VHYSPUegFPYd+BSFbjFmWzv14tphDWsGFXENiRbtzAxJ+/mimnNcjEwo6+ZUDDKuDKDiKTBG9KLBsQklnZSrDzyEEqXVl6fBoMuBQNrLGZLNSW2uUurzH122NRhBDxw6NKbk0Ih6MyMar3ZpAElZdNTOiMYzBXU7JXU6OR2aGxBtEI3GRDk4HyBeFyV1Noi7aiMWYdI41gysFSCPZyXlC6V081b5a+F2yBol64vK08Z1ZF9b5FRMsZDJh2n27eKS6H/+/76bnjR7qArJzAH354I4ZVlFfb9RQgEqoUHRoVGeMZlJDrb4xZEcDTvopF1Ne56NAwKHkTRLnXSMBhpByk2zi3LPsp0XGWxzsUrbteNfSrRoZ2bMZ+g0Xtr4MhCmC4MtVWRLrA+Yer1kTHNJxoLUi0VJy3mfBmWX5WYDhNIsOPHm8GsWU51+Wy9EKrJaf7AG5H1IOva5SlGOxlQyr6Lqg2NZUgskbHw04xLcs8jTssOg+8PvoJWUFi1atO0YT5/1jNKVDmVLHcpWMrr/Wkp/8bgn08PR5wHBPJSYAC2aKSndAJxJHtr4zNWBUcLwoSwXyFGnP6YMyUf0sUDQgDWn5ySgMaY2vCwWcuZL5Es97sCdI3hBI8/5goq5nLthY/v6Wo/uWJqntZU+By0MpQIUq5vQaE4cHXTYZgI5l10Lrl70jw7ooitPUnJsKONhzejn/GLlKVaW2+N/hGjbsvjPtJWF5668QWLv09deS7cON5wzv7kyFCoVgzKjdSZbVnholkdrqj/x87+xzQU38rPlWh5qgICik3FFpeAAo6EIsY0oPwRIjULN2dpekB4jyTLantpmvKc22CE3pKv2Y/OoTGmt6DMvCzYoU05KDA16wE0tG5AjGFcwGskAqzAoNyLclgUydi/ICKJK0c1YTjJs52Z6epwez8RzS1woz8sCpUDa3iWi9rmyuIZE22uzfjACcyJK+iWtl0SfuuYaWhoBJKlcJ6AVcKxVD7FMaCUTzj3PSQQMaHzJ45WSvECVw8EhLQnAY2i1ldGRCCwAmxpIJ2yGM9n8Bo+CUiqgHme8Uk1AQLJ6zEGFQJqYU5FUVVxI1A4HHYY/8TjokaG8Ee6BYUTtHVpLoi+yexaDiik2Id+aEJ1ME/rlL18TJh1IkE2CNr/VLP9a3qWlvEcn8x71kzEHFyBvh4BCMcl8CXMOgvNRLRCm/BCyhk4Skp0CnsBCrky6PSohGwb4k0pPedRTYH5pJlTKns7PcfrybbCNaNGinYZxf5iqX0yYs5h4hnNWYzgAKzlJtXOj6NFtowVaLkrqp3AkurRa9Gij6ApkASt4DuIkoI4iRcsqUKgcwJkwkjg/8DUIwTnjqp+EdcquOFYpJfPzVM50Ke9VfAkYxmXyJ8aFocKBSgwynPwFVPEK1xykvN26d0fYQrRop288LTHH2BGX53Y5m9N1RPTzX/kcZUVKGcuuunMwLzH3+gUTnYsucfft7lLKQUU+TiljjobM73QNsCOpIEgwkDBPAipQWEM6S1kIbMYbqJSk3H17cPFY5jvzORJKk5whUEzWhhJt2eV+GahOlEer+8vRORvr1LpI0kKBCjwMqFlhuUGw0llGBYa4j0X/toyrq+PZuIjsd4tBxTTTzJuHNomvr85AjbetD07dBhIlmr/kzKnIuGU9yJXIMiLQ4EObxOhwXVclsGyj9ocJ++26IcspRO1yFt0ZBwxoLEDYxjYdzAodvvJhAUXAUzcZ5+czwdKuGS3aXpnBCAOssWo6V0GfgEt2qTNNMhRFSqvjHt0+WKCNMqUMUtRkMtUi+cihgkrGVhkHd82iCX2E86H8B6uMaFPMAgmIfpf3g5uFlEOaa0aRiZaJNNfy0FAb167jKWhMPtOkSbbDv9NI1I52UIwb3gH+lEr+AdNKFSMDvFETA4AqMawRlQqos3FCgShbGFN2dEjF6pzwOouE1pdnpHO19r8wVTdrwFnjZpkkNXyFdaxARKNDBcOpeC3plpQcHVHSzbkhJxIioIFnywmNZ7RBHlQwFwrmhvB1Q3JU1Oo4WYFO3roeoZqBcxBo4FqsgAX1p52w6IvsmsWgYpopz6FuW2CDbR4q8QnZRGjKA/K0ViacYQR0QfpUNB7CoskUrl3b11RRaVxPYE6i/sRE7dJgCS3StG333DZ+JGlHi3bm5ueNPpCDnKzN79oc84oNyp3WBnhrRZeSpKABS1RL8zs+xSoAlhywYZpVVlOKcYeYUoytHcKvynj9KDsAYTvORXNMG7ptjbDvpQkZTmfENSRatDMzhiEVXPlDsMAqbiBUcyLBQaMw1/jRryIs2vtB3st6wnAlTlImQss0uBMLPUAGVhMOJsDg5rJxwLgKagkFU4azBnUmGMNzXhXsUCUxFaqmM89lCUVhAOOJZAuXOXT5wYs5aXIvO5mbiLY7FoOKMzWbGEHGvVa20I7a0g0XLyi4rBZ9OpHP02rep3EuXbVrhklbOKhA80FsvSnCg7ySg2SngNUdUs42Uq9DZU8rFZsE9wa3YiKUzlbr2mkQKfGBIvYpWrTTNZ7HTDLUh7+HAZnDzZVIdQJqJ4tKHCoSs9mIbi/maJW6vJYsjWdobdzj9YWlIEGMZuEFraBqvwuDP9k1A9GxVCcA8xu68fqCWgx1Myq7HSJWfkIWUgUdVF9evpc4Ajye4aa1Shuqrlah8AFUtGjRTt8wr8ArwDwfCZcBxgRoVA611wz6QRR9NI6DWpP6Bxup9JNZ69AItYNDRYAm0qzCH7BcoJcFEpEb4izAB+ispTTuAfEAToOQwbG2cMM9nc/jYznDrgCPGi92KZlLKelvcLUCsvbJHO5FpGABgUKlAdWQ0WHIOsl6wY3w0FhvrNu5TAGeh6xlxZEx0QZwUCqRG92RfW1R02ea1SoFroEVR/d1x9+a2jVPR1ViKZ/lYAJZRnyG7rzNjAnVqCZR27TfrUNteIprt8tAmNTAoouGM9KfQhyCpsKUZQvke4TrggRlCIqE6JvSjN70DY+kexQ7/Pvci1e0aHtlzaA8qKxpNs464NqL559k7ECghGwset0gIbFW9ARKiTUkz2g4lIpnGF4DjAAtMJlZC2Kga63kaYM4MORBn+O8HcmIfjdIVDMkyllQsg4qco4nUi2GgQ+2K6pPcQ2JdtAMCQCFJDFPSh1/Du7VR0AVAlynoOgI2BMgi/2S2OWA4hL6QEAVSiuh1C0ovXDAKnLMl9J+GIApjcGnwIEbqFyWROh9MZNTfmxMBYIcC06AxjhUSODTz2mmP2LfokB3bBaF0KqH9dhQ9wfBCIIMBBUsajNbspJcCjU5HN8r6WtSorfc91vp64eZQLN2ai2JvsiuWaxUTDPn2Fd4gW1k3sKzNaFRAehCj1bzGeqlY6lcFJk4A80ZUhLdbVzSTJnSdS28Rl+kqJmWISWjiM430sSqUmXZIrpv+T6dJKUj8wuCmIiZgWjRzsyShrNt86wNIhTWGHviy0dAndaLngozldUaot2q7bj6Gx2/IbpgxU5zKkKCBHfA1U50snXwyc3wBputCWGtVAy2h0cdkIdqtGg7alpZ5LepwomswaWZCT6gOsk9qhSBYAkDvLBP+aD4if556FPBjbe0msoBQEHUo5LulSV0PCc6yYIQWA/kXAQumfItkKgoe1JJCTAsvgeFXfmvoWuJJC5lAax62mji1JIcTPwuCcyuI3ML1OVqbBVQRdu/FoOKKRZK+vo0DFm3lgcqZyM9AorJVAmtj3t0ajRHvTSnQ9kGreU92sg7rL6A/Ty55SJcAnzB1z6E7nfl3enf/cX/opFVM5TcWeNzY5vBKpSkxZnFXsaKVCzb1ktZH5qhDXZfdpvIfPAYhsmsOyJXjUb08b/5SKh0bAahOr3fZ5Rxi3ZwLFQYQ6XAJpGStJ3DjS7bzKlS4iS623YzPF2JxR1uHR2h2WzIPSuWR33aGHdl/o4ETmD9I0JTSx03VdUn/mgBgoo/cGMprVwgewhCZT7TUSgVMpzIUFa9M1ghCg99U4pj2KU2vNPOu6wK1eBZsJMAqciWPMqZWJSUjXaQjKFIJ7oiw9otaTRTBJ9ADjAyd0kJoETwzUGG1nNnboE0NCoBcowEByUlHRA0iH0RrjKAjrnWoe6pjK5IS3rvC55Nv/zf/4j+ZHWJijksFmBaA1IlnbYxJqoM4HsUc2OiccoJkKWlWe6QHYID9OLV9ZBhUHlJ44ugPJVSDsEJhmqKhGw+l/PP7smUskFG1ydEP/T/fZT9pKyX0BBqU9EX2dcWg4pplrgHvsk/qpMfMosu6DAok/1ENQIZRcAXQNQGDApVC7zngCIcLxfDxHnLF/6JFq7+PCMZmtk9UYyyJ3V9O0/cjgQSKfCVZUl5H81wtFoR4FMN26QcEtBdJgm1VbUjWrRodeMygxdBUBlXrCdGmvbIKJt0cP7RYbZIaCPvchDBicYyobWyR4O8yxVQOAGaj6hU4myDqdZZAcRzpWzN0KyjrQ/oSVEgEcFwhZLXjpqkrK13pjZlnAnrTWFqNPbdo0WLdtaG+YZeDaHTNZzwGeCDiNJTKEnIXM6RAGSisyYUwJsawQcQJSUEBtakEsmCTkewU6PVDiX9gjtcmwLTrSnRc/7wTXR1vkGl8jaMUI1Gd0g6FCSKdJSnRIEwx1gAAPnuSURBVEtdhkYFHwnrACBQMwWlCDBG6uMAvoUkaJFQOkgoW1f1KIVKGucC6xIa51nClH8PSkyPtr8tBhXbMQ8BajjZbVwK88YRNODhjyACkAVkHPGCsxD6VNigeo3PhJplS2S7mWMf4E+YjFbdEIlIcxgmZOJDCdJ99tdp7tgJJ2EvIBDRuYm2R2YVyLBGNOdu8L8VChB2iGMAIjZkqQd5hxMTJvqARAUygpVKgxK1FTLlhmm/rl4TFU1WmApN8YSsjTWERVmMwG3VzCYcNNC1FFZhxxTuu0+p7p4360hcQ6LtpWEtQBVCG8XJtnJiWgmyompGB+ccgQUrPqGPDIIGbXLHvW1MchoVVPAlFJEAR34lK+l/jwfSZwaVSEZfKKQplWZ7fDz+h20bOoZWV6UUoP6Hm6+c/OyKf8RVz5F6oeq/MLdTEyQWVHh4dmi+ebYWfZFdsxhUTDPL2msQYfi/AhG+J1y2ZPsRiUMBYXXYo+XRDPWzMQcXK+M+OwmhChIwhY0/OjgJ1ssib9yTTv4QE2hXWyw8eV+k5lhfXglbgDbwHA+wB2t6ZepPiSw6iqcMvon7zv7a0aJF29qMu+A5Wab9bjAnwTaLUy7zvcr0D9e7NOqMKJ9N6Y7RAvXTMfelQKKCOVnezJF3CkzcC4OrljIeqzc5T4SV5vBBH+h2PNaS0UzGa4kFFdynAuorvH7Iwhga63ETTZXIbpb5LfkSSOMx1Rgt2ukaVyesJwUU3aC0hC7Zd0NXuYThSOVaR5SUkOmfAf5Z5u34LiOiQUrpciYwJszDcULjYUfU5zAtR3AWpEoRYIqFcjm0+iiQoYTHSUeyHmBN4dWAc6FyYtbNKe2P+Zp0wyyrVfF99EtWmeJrMDRUvo8QtcVfAUGcx9iwTIfcj30vQp+Ku+ztv0W06RaDimnmn3+WdTOOwxbE5/CARRCfd2hpNCOEy3GPhnlH4E82tLEnXUVk4sHsMYB2+cY5PAc78nDn+e3kZI00KT+rhSOQplyn3/AdrGt4GCBatGjbN0++bszjsl0NqmZJycED1OJWkYxIO1L9LDPpg8N8iQaXy0MVG2uGv60mnMkynIA8JSWCCdW8N+hT+GlroKpN2ZB+bbTvYQmMmJeIFu3MTSFPAf4DvxsQJEAXx0jpa08KHIPEASoGxgfFvAUHAsPMAr6gSVDAHVG1gBn52a9RPIerfhEcCGgV0hSnCoNEsZ+jwYf1wzABCOVi+XMtqGEVKHA/+N4l0ZJtiGKU8EcAs9LbYLUpVbaLrsi+thhUTLHqAdgoI4Q+Dg1YlN9u5UIqGfIEpwBFQwQYY+jLa1Q/FRqwCd8hvHdrgQUNPFE1e4j3Hg8d4gKb5HbflmmwYxsBjb/s2Rh4HnidSzvX14sWLVhSr/Yx5MgmYRNSaQ9cz7GATCQU5PKU1vMuZQp7wvrBSQnfB8Jdb+J9EGhQiFQLDMtgDwyftAptkKWuZCtDIkI79db4Fo1KRZh5/nsl5986EteQaHtuzLXSuYtKBJx8fEZQoQ3uOJPfBau75O7bfBqOR8UAQQgI3mtSkWBnH+divwotiDqUSUxbckDXGHS6NmdAN5skdS1gMGg3AhxUVxhSqfBOq2oazwzxUF/mMgjmmfWmgLrVnJDS2TAuYFh24ztg0RfZPYtBxRYWHpDeEW/gBKtjDQIgpQI8+DdGXeqmBTsHOA368mh8J/hEJ/nYCBaECFnvYyEwBPdZVRw46gcZawaLTdW9kpvjmPqTq4BYAGLEzeAoBDK4Er3QudMwjTvZryJatINgThqW5xMetC7zHxSgLMBglTZTjJIJi4BibdijlVGfsrTgdQOVTgQW0kFXKwQqOclrEDfDMs6EW6RYoUlJ4uYwaCYRwcQYjaqgHT+Qn0GmWrXxrXkeD2mOSZCidPK2oUt3Odk5N1Y8o0U7PeNKgfIsMd/nAS0CViiRAEJ70/AzHNwGxBuACem5DFtE5r+fE62jyqnj6tqBdaGzhEUgofHhQiidOZrfqe+AoEN73/Dh8wVlawl1VqEuqRVVDQC4erqRhf4V5ZExlasZN+Nj1ViFTeV9KFHJmtdZxrU1XppBMFGtHVjXOosZ8yswAK5JdzvHv/9op2UxqNjCwjNQW87zW+co+GCgSchEJnE4zmjUydghgLM+HHf4FSoVbUGFx0g3zeOiDKftKhF5FxlOWWC8ckJt/KBsWUUTdlwY3sa1rOROBBWRHBXtQJnOLTj4PD/rEtUT1c6wUZMFOrERSAzyjNJCJBuHo4zGY5F1rM0pXY984qEtARKgDT5Jwo00xYkIgUmte22Fb275ihU/S3Hf4VXswjyMRO1oB8xC5YAd/owSoB2wAxl3VXSSKZ3UOZdG/0SwkXSowEZ4fSb9zP4AsvbaI8LI4Npl2ywbyJpgSAgkGDgA4EqEvLhagmSEITCwjCnEiveDlF1T0ISsrIzBEKtEr8N8UOmyzbCo0F+nhb96phZ9kV2zGFRsZa6TdrWtImhPqD+Zg48HMyL/PKNRnlEGVQStVMApkOYwblzzIew5vtkfYOOhHhpMGfyJgwqDMzXhVW14qsa4Hv9t+Mpp9xMtWrTNzdYD/mCd55qcBl1jNI0QkgTuwTcYi7gDOmzj/RjESoUs1AUe6nAjJnX6Ywwr2YBGheoChsUxXOF0x7VwviTGEHlthjiY5KQdYOukJWLiGhIt2umbBQfaUI4DCO2BU+bquON5D0EWSxJqBcMCC4ZAAe60kMs+wKQM/mRVAQ4CtJKJIfuILFRFaohqCbx+HR/rBKoHrleNVSJ5DUOgkpSUgs+BYAQN84B8MGl7W6M4mcHAUH6frSRUjiFl7ZrgxeLmeWUxqNjKnKdvZEQuJxp5sZElDO9dqR9ZxhyTFYouIyFbMvZQJ1LILHLGQB0Az8/wjkgz41hOYqIxmVlS1iQhWYteFyENOCbgiR6G0YAtljsHZYwW7eCaXyMwB7MGz0K3c1WDMwQJN6bCmrGedSnFwxfP7lzVn8zZaCQ8uM+FFUMcbKFmzSqkOQdYH7TCCfgkHu61ioVBJhtrh8Gv5LMGSaZwFTITMTkRLdqZWEgMYF5mQlrGvM1WpckcJxwgO6vHFX1ArhXtwAFCIYpQ2I95OewIoVs5GuzEK0eC1wEsIytpWCZGhyy5qnBIzX5w4AI1OAQMMyBWIxBJKOnnEhCg74QGN6wUxWpyIm8r0KaOBiQlBzTDI6Zaqelak6SGQdBqZocIntF2zWJQMcUs4mbzkIKWB6Rl7IJppQIOQJ6m4ijw3Gn2qNhkkjRJl01VqXAd9Q0UviBlTwl6Qqdtw1p7ZnfT/K37DQ2y6dlY7GIZ7UCbn0Ihod8yr2yaKukR3CxwKFKd/IGkbX/fjSqCH6c27xuXMO5UqGqoYhwrxrou2taYasuHuU+whLduzdmhuRg7akc7cMZkaQQFUplowpXtec9wKC9HX6s0ujUD8YQ1ysN6AoffeJYuYSDzX7tw2zjgTyD4MN6luwcmbwOVoep0/h5EvUm4XqwxwTK5AgvlYMWLPvh7MN4Y7mUr5c3t/jqjL7JrFoOKacbhuv4lINpWJYSKZ9E41v+x68RFr4o0Q5dI3QQspH/ANgmN1NaHwsm7GuzKfH6DSnAGgyjTIELI3g1Fp+aDvcURafbkmwhsokWLtk0z2JGTeXVyqxNOdktQYIEFYJQpczNKTlRYUFHjRrSZQpQm1iY3+fmjNcnM3GEGVfDrQNt9e6UH90UCNDN8iBYt2pkY87Jmc87upyvoISPheoBKmsoSVyrqGUJ2HeDAj0COrrgUTPrG4VCTQpUD/oJWGFmhScfkNUGrEzzVAZ1iEoQtBhWEAoFK2s+pWOtIUz3XowYBCKs/uSoqgpggCmG9bDx805IZDJHCvgPimZ/HFoOKKcZ/5IZLdIEE4wXtYW4Pbf9w1e1wBgBfSBLRlcc+BBnFWJwCxgwa2dKqIs2so9OBrlRbqkhem29XpUmXXRTlBhe4mOPgMpwVyVu+U0XIrjsivMic9S80kqOiHVCzJpP2RG3OpyCegP9ZWVOrneOUxq7ayWtJOG5KpaLhyyPTVx1XJ2oH+GTmdlulswnr9JZMU8zbJR7FuV5H4hoSbS8Nc3Aup2RFmtWBIG2yrOMjucCNAhRSEo9B9tmSA6y8BJl5hULPFSIpq/1msI/5GgaN1o7XfC7WBDTP0/Fz5U4hKOBu3XD4jVMxSKkAf0PnfzErMCdDeoCnYUpyyRh9NmSc0M/CKjCAmAMihftAIzxN7maQyt2J+Rh9kV2zGFRsZa5sWN8sbehbM4UeBmCOgWk2G3ShZdwQnDSqBRantGUca9UMdQyCv6GSjyFw8PdmYytnIpn2PZr3FC1atG1YBRloarzX4JLNyqd/4GlVktcNJwCx6UOxsW2iqOrFF/xp2uMG2Uo7rqYet82vutk2S8wckOdqtGi7kJCoyM2CH1JyNlYSDgjqCUqWlHayz7xLIUnCfbDgwQUUML6O8h+wBnCF1CVODQruUBu15p2sDuUa9SkUC2TtIE0d7rNCgwgUqp5QDQld3DeOt94V0fatxaBimvHElaYrdeyzevqhE7U1jKrAhaKO4jDQlHLzE1F9sok8maUM5T5PEPcOhkk3KlErdMJGltF8FLctBBoOBhUe8KHRTUNFqoUkvm3nYopFHGO0A2dtfCRfWfAPUdun5GsmK6qoA9YQdh+sk7bvXL0JHHOiWZXDPnsuhmGh8cC35AeOD80z9SRev2oVFX+96kuEnp6M7dYDDat9HuKh4xoSbU8Nf3/rKROhYQkqDGn1h8lQaRw0qvwQnstVfBCqAJV4gnfeq4CCYVA6lxEEhDUDfgdXHHQD97YpAtICzevk5mw9kcUlgdKlcjK4/4RCrlLro4Hr9EqulEBONudjZS0CcZvXoX5J6bqMPz4Muauz/5VGX2T3LAYVU8wqBGweXuBbxnI1LpQS3MHydC0h94bul5hsIDV5B8NgR24bZwRKB48w0pJzNuwS/BaZRZQZSzTXE+UFe/BLczwdxne1NYdCoQ2BsGkQKn+cBSI7AX+KFu0AWk3BNUxft4a47cE0OycVRwQVUvYPlYq2QKWR90BSg9cLCyJCVrGRNEA2AvDKxPTm6/0rQubS87P8MlZuvq4ESVnORsZyZ7RoZ2IcoCvMieFEHKRrXwjMTczdOTj5uuCY2iNXGgT6lA7Q4BIkBvETWIFJ1d8MImVKTZZkxHnYn/e0ytCFg69cCRCsFYbF14H6ky4uHLxY5UQVn5gPMkJyteqHwXlZXW/4GuzPuDUIPs9QYFY4tntHRnTpXv5LRNvKolDoFLMsW60J3bTnYhPbHB62Xie+AV9oOvBtY9qlXXaxTuKunITAqXBYaB8h1yoSjUs0HZ9o0aLthEm1s6bC1ELKblYaqvctHIq2MZrWrIJMXM4RyAO3yis+Ta4X/pwaVKHl0jVzmdVo0aKdnrFTDr/BOJjpJj20zCzp4JrfhsO0Mzc3lsMr9IxoJA+dz5IioPGNLJVwzQTwtgSHmfkgRaJE7RaYp91Y2oKOMAl8G86rcEbblxYrFdMscx0mDYfo/ujZgpPf0GS3IMGaxWBSddBwhqiEKoI5Ci7gkIe0BjJoXGfQJIMzecqFryJwkxgPj2pEDKYt750Bb028s2UtjKilpO+zts1w4Ltp0Y+Jtte22XPQPeTD36nvgN3KtWgM5nrV1MZ12GqDY9av7UQh/HnunkSmerJyWa+y+EXJ36cPVLRiulPVznO9jsQ1JNpeGuYQIELo+YApj6pA16BQMvHYuQdcyP5W4XwDcpSVlK2lAo+eL/iYBLCl2TGVt/WJhtLnougW4q4MU+mUbcpQzLEqKVuXZpjMleALSnUkU2lZ9iQxNiMtIFFbyLaxVFZwn9lQSOYCd9L1QGGeHhFh5HC+JywdG6kSybWSuhNxRfRFds1iUDHFQkDBHyo51zacsv3kqgZ3tzQsseo4Q7YN0KRGpM0Pe6c53eyQXWuyZxhoHOykH71JbGMybFXVItyvhzpZ2VO1qMP3cyXNcJ9N1Zdo0aJtz9rWi+ba0QwgAjRJ4UPDrHomBWKlc+jbKp3BsW9kDZr34Q9nDpkbd5NghT9aIsX1sGhWdUuf2IgWLdrpmzrW/Fbns5GyOXPffK7bvAfciB38qqEcQ5Fw7kpX+k2gkR5DnJSzgMADCVA0xONmeZZUTDiwAeeCe2WMRTGKpW1NztZUpsYICFwORIOG3DhapYNdo4Efd/EWDgdeWFeYT0G63Xge8FciDHvfWwwqplnzwdt0ArYDRXDZxUoKchPMddl8wNsEdBK2Zs2KSQ2ioD8ty9jGkdgsalbytk9C7lRUH8lR0aI1rTmRndm8M+UXsyZ8spwyjq0hE0tUy4Jl4g06TpXgqBTkRLWq5RotLSuq2zMtXNoRi0TtaAfOmuIpHorUmPoB8dD0NyxBiTdDrSYofyEQuHsIRvRcDgCqpromHctrgClHOhnY+vXl5kLiQSumtUDI5pbne/rbZahXWVeg2iHAfvRFds9iUDHFQtdK/uAyb/VkXJWt8xtNwcVjiX2lo/YHpg9tVAY85tCG87gnt6gELWqow6gcJIhbhpNsBhQhodmEV3CvC53otsg42FW1GEWLFm371lCF0011a+i7NhvJ2Tz1mf42GFRjyHAtWyP8dktYuG2hItpCuK6qmY3LhDGm30sILKJFi3b6hjnYV6VJdcqDTKxJrCr5mSsG6oTzrCsSylZTPi53MCOb30mBYwQCxRUJJBBm9TgjWzMpXGGUhmLoyHhM7B4TpWjqywpPJRULWk5A/4sB4E3yEepOto7lc7guuoMT5f2KO5HkKVc28tmCYVtcNRk5GHaUlN33FoOKKWbwIAEEaJTdfO7Xmuaq9rw9oKc9R5uQBVNEUMxyjZTNCg+TUASrZvDxNvkt+HGNrupZTueUhNaW9fvYjHMRLVq007FmwNBSNWyaS/PXelnUjtEDXJIiKNXVkgibnN82njW/bKlKijx2C7qqscEnX+obo0WLdsYG53tDFJDsWc3Pe+1WbZ2pA1wZx6O6qcmAYrZwsCP1ZeDAqwQtByiAK+lcTdG8zvgLTpqaeRCsxOQglab8pPwN3oQqCPepEP6EyecztMkUrJD8NPim0buYSwEFqaqaYQ00cbwEM3FN2e8Wg4otrFZZdD54tUk2hqAD0oz6BK5VLzYzPcdXL8JnM+CnvaSjuzkPk/IFkQnIlp3is5zeAWjCudzxPSrpQjThnEFK4Sxsh2BUp33NaNH2hbWQKqagnzYPPBpVh5aDAlwylCTcudu5zDYe3PXbqI/ikaI7bud6HYlrSLQ9tMRBgSxJmGoxgHtU1ERaNHHIzeLEZ+DsfhOdwNXPCgER4I2W3OSEqjsPVQpFQXAAASEZN1YQsSEbV+/VAgnjb2K769MVYFQ2jjXGQzXG6CKqeNWFH5KVtDAzc/a/1OiL7JrFoGKamQpSDTSsFQzuNql/JdaEzrKGCCwUTxg6b7dk/0WSrSrtcdbBso8BQlWHLdWa0LlqRgg4HPbSyNWsBa3/0rxgcGOaxjhmPtOpC8HXJh165395FvV6SFFEixZte7aNFtLNqiE/3R3xGWsI8xHqa1Ct2Zxeqr5M6brjjxF5+QrypOclTVEIO8eLPIRtzZKI/6qxpBkt2k4b5iDgQLXEoyITsnFC+aFc1aASSgZpQDxwIIDqQkOohecw4FQBoqTqShqYcNO7rlYyXJ+r8GKHX/pWmMSrDxyKvmGvMU4hqlAFrkFUzJSU9wvqnUw14FEfhwMhJWI3Ep18XpfoipTofz3zJ2lmJ4KKaLtmESk/zWrkJ6fPHjCLU6LPJkbZBx5us+9Q6yFMPvKvZQHMWtRUmrjo8Nk6ZzfP8RAup+Bi927l1BuLMf3au99Bn7/mGtopgtS5ekWLtnfWQqDyH7ebLWvhWNXgkW0H+eM9MdEgkW77xMGNamcN5jStqlKexu/hLC2uIdEOjBm5Gcbcy5IK4y/Agff+gf+DNZ8j08Z1CBaUlJ2gKS+gUJpgRDXDKhrwQyxIwNgmX4vEZA6+heNlWq+LKimhKlA6bgL5fLLqhgQOrOzkkdfB5yFVpBL4txDDRYYW59+RFPTr//Md9I+f++yO/FqjL7I7FoOKadb2wNVIf7Ys6UheirJrW6bfw5/4j0pl29rG3OKZa10x/X1NwhXasddS+CjbCZu4p7bv7LOWCdGtWUJ/vHaCvnzzTe03GC1atHZrxRX56H0LwrWuHbU1wmcsfYSwTZtYKXxyYeIWN1kEJ2yL7xILGNGinZmZ827+A6oEGliAszBflnTYmtg1iE7snMNJAaoCDfQsaICMrEtCWtAhfoq7XuMYSMg20QweWuV7bbGBPG4+DIIFvXZtPWChGJPAd9AMTmzKd0TAcbKT0DvyO+jqG6/f5V94tLOxGFRMM1NCQnStOEMYJsZ/Pnop/emTfoCOjiyyt2ZRquRkGQFue68wKC0dBo1p1V5uezYjmq8pODn1FVyDS5Q2qe08gzXZORYha9VBJGY1k9BELzQCHj7PQ6lG6dlH2wzj2INXtGj7xTZLYzUgTc0KJ68xDotcQZh0vQktsPUyRrrmvhNtWYhJm2iO2eRvTRtjIi2nDkzt5B2KLOIaEu0gmaIjoKTUWU2ps5xpd2qBLv3yFV9Pb3rY46iznrJiUgZSN8jZ/UJ6PAwVFjVMqZgpqOyJF88S96YoNZTeEC7fyDAlEMQ7pyAr6VTgtIIA8Dz6WnBjPoVPhRvWXjrWCRx8DKuGcN8MHc8jNZhgvp5RspHWg6hSgx4cu9KpuCBnY9EX2TWLnIppthnxOSH67OJJeudf/yVBKMEsZBQn4ANVYxi2pmxs2/PWP8R1wpnvYdcRp8FxKRqBQO16ISBxl0BJsvFdw/G2ze47Nq+KFu0srAmXrHMn5KNLCjR/Tu26PSnZFjgV1iMHh4ZD6n1vApTBV0s9e1IrnaYfUS1LNfxkewnVnRctWrQzNMedZBlZTXbi/d/c8BX6p1tv0sShOPEIBizJELpgU8XdJFQlOHEpVQMOCkjhVC1S9lxBUE4mji0KcfK5x7eSqg265KupVZU14aZ49l0Kp/kCvgSfp/sCbwPfBYRwDAnlKyopXWc5zmj72GJQsR0zFQPrsJ0QfbwY01Unb2VNaGg9l4lWFuwcc96tOYxOzKoikNTKkwaVsknYjOBrlQNfYQwNqyqsdc0vCBNbM5pWfbEAw+O7m1+bx5IvHDCd0aJFOzMLfnelzGRKcWF/83j9GaQgNUnBCnFGatyEF8HBg0lPhsP0em1JAof99TEKrwN2723BTThGCefW98aNG+FP0aKduVkCkSFIMwVXLDApi7Sk9xdrVG6ssjeHCgb6S3EHbn3e552GzL32t0D/Cgk6lBcBvaiOSrpyFUTjEoYuKSpCe0tQV/pPBKSEci/Yp1A/KShi2rpikvlBalaCh8JI47ZIOVJ4laQtq14XMajY1xaDiilmbe0DUcpXBbQzpUxGaVyHCS4nugmsGMaK6C1PZjuPJyYgVJTUpd90nBrkSLhVoXToJ13ISviqByat3ldo5KcqC7VFxraH7119DXEukDE4+9/nXhCWDhJBKto+tRZUU2v2vhkgNJxxVpTD2uF5FA0uFu9DBlPXG5u/DGHkAEMDGXfNZr893hzWEk1G+Huq3asjkGpFo/md5LBNVKPOg3UkriHR9tQwpRdylpVntaaNTHpWYD0YoTO2rgvqtKPaAOhT8AmwH/vAowDECc/3LqBRUnXI1tWxh3z8HRmN5yseAzv+GhCYo5+rCGQ2TJhjwfMR5OsxSheSyBC4kmRZk41MmtzNKPQJhw3k2gKLUl8rIcoC9Enum+9VVamEvL1Dv9Loi+yaxaBiK2vClGC+07a+CWToTc5hXkXAKznyk2UdzSGwcywz0fLH6KsR9rl+Q9V9Bry15SlNQpJauvQ6FMOEIxQzjdGi7Zi1Pl+2+9Dx68yWjnoTdrXJ8ZaMaKt8tByrddVt3voBeZpGi7ZbZhk+RTqws41nuU9kWgKAVZbkYc6+Ahx8Ptb3r6ia56GZHXMvuIGe4aS1+mAOgXMAXCFUkqPqL8j7SoY2HKacTk7Maq8Krn5wN2+BRZUIWjDMqDpH0BGeMyYN9GLVc39bDCqmmSME1VQNsoo8GQIKywT6cp2SmmrqLR7XaMdqND7hzPtspP9slYUQHLTPMqs4GHRKJrfCmYw07p73prxQI4h7qMPZWiOrek4s+jPR9sw2yQq0HVPbtMmDU9caz91qWhVjVM2ybGOt1YUJsDTWmDr3orpuxQ/bxvediHV2GLJwrteRuIZE22uDg62iLwHCBE5kr6AE5GZwEFi2Vf5YQeA2sjNUotgX6ZQCi9JAgXtNgM9g8KNCqwmMgpDxOABhZIVhH5XLoWgJlodFvwmDhwMZkWm2kv0ORWDAbUJFRNcC9KsotFzLojTcWE/H0kCHFarGiQQSjKrQ+92JoCL6IrtmMaiYYsFxDzADDSIKY0w3MdJ1HDT/0IlS41MwR6LCR4c/8AamWUqP6gyo4kKNTGnVBSsNcqMYGxf4ygoTad9HoFjWLK+iWqaW2VACFh9v39mrTEWLFm2b5p16szYmc/W29r52lssgTlRCPenBe/4aWGzjNqt1qR5oSOJE14RGYqGNfzFte7Ro0U7f8OyFqhMgSoxs8B2pdVLydjjnqSIi1Oco9D37EuBbABqlfok98w1eZOsAO/k+KwD+9XpV2RgdkqqG+RoGD+cGfQhyZnOijYxKTbp21oU4jkBBvk9C2YoELawI1TO+RkmdNVW1GpaUz2mFBfeJoIYSVrY6KM75+WpRUnaatcGZ3EPdaSdtfl4bfKr2sDVSUz2hKcnKyQkUPm7ifEyOr+b1pFvOEwy2ghp8P4vgcEQPIVq0M7dadiJs8Q/uM87obwZ/1I3KwqjdxWnddstlfBGi9Zy4XESLtmMmktKWP1A1NiQBmesJr79+PFch7FnODrtKvNoBxrN0WOrEXYehTI6zmRoH1HmMQRJW0Q01uHXTP3EIC+aQmky2P0Y7bHOAg0BoLNfl+wKqAspTIInHBOe+tlipmGI837RawSXBssGP0A6RsBrZ0Wf7khZ4Ec7nDGLjie02OTW3qjulca8CT2Pynj2UqnALTYBqaQOccM2kfp5AparspC1IO1GpaO3qvcsWKyzR9s42aXZJrjLJP1x4wT1tdHKnLU00mwzvOs6o3WzdcteegDi52w379NoTLSY8jLPtcrtcqjjX60hcQ6LtBzN4kXXG5skH2BNI2yBFgyjtuFHcI0tVncJ6g2qFdtjmTtvMsVA0RVN1SbkQZsa/QIXCemXxVEfVQ7kQvH6hWzcMvsY4ZWI3IydGci7uaYzO3NrLS/ncolSF7fg644SyNfFZxnPaR2MMIncdsn3Gv8voi+yaxaBiinleAaTMGBvYlGF1nIp6JKBmToEGIKH6wNKukFWr4EocnduENsiTDzJ807oWyBS/H7njjEeBoMSyCKo2xZNfYVMB3qRwJ8sUmEPBExDYyWjRou2c1aaUzrUGXqpWDTVOhWq3V0mBJlaq+lxTnnOBSaB6NDOJjbWNzzcyqN/ve1b4bT4AasK5InIhWrSz8kWQqe+cShmCJORqhS9Z92sjZevzmisJpvaIgATwJByABlsGge4XDK/igAPn9NTn2WAXhQOL0YJWR8bi+LOPYEEJjyNwLJ7z3YKSFZArRFUqVYhV3sM9811RPi/X7KwmNJ6v4JccdKhsbT4rClBo5IeBC24cnO2YAlS03bEYVEwz/6C1xrcNDEBNntGbO47dBIMzNYavpBvtodyAQrl9tXHd/VXbqw1B7aGJhW5ArAJXJOCyN4Np7YA14WDnwqIXE20/mft7LFvf1UnakoQQj3xqZ+xG4XPCGmTsUK5w/InacS1rwG7xrvf9OhLXkGh7aJIMVKeeu1ML99HQB1wRqPWHqDfiraZ3PUFhOGf+YTKuTLSW2mnZ0Qqqbg9Bg6EyGFJl96hSsuA+cKCjrxS9KzSpqopPPKZK1Rp3lM26e/NPyWZyUtQpVu5YQBF9kV2zGFRMMdNp5veY1NbVWuXcJNOvXSmN1G0BiM0ChSzx81u1mK00afJwvgJh6kwgS5kTESaSL9kZDMrwjHbPwCRuoi8veEbRkMZ+vodgyEjqAqUVjtAFcy8mYLRod0rbhKjdgD+yBUyz6r83z9VqpOdeNadpWAPCHK4SB0iIGJwqVELdXLf1wCc0mogmG3ICktAQvoqk7WjRztDAU+6j4R28cqkUMBwIak1zBaUzOQcdxUaPEqg+qY9ivAVWf4LBV0GFAtUMnMO8hYSrCqwehaIG+luob8FN9pZT7h0BqBN8CzTSE6WmlOFMJhfLvhC2FykVeSoVS0Z2lKz0lHSlesKgjXFCnVMdVppCT4zeopLNUw+zEhQHN+BL8TPl87iSEX2RfW0xqNjKmmV+i/6Na+Cz+xbJ6wQxDkXYD2ceJTyWclWOQ6cRjJgag53jYQuu+Ytv3iIt7e29nacNaHzg4bIXFZzKbdD3NSlau3wsOUaLdobWKANsRm5u21YrW9bXCvscIFJhrWi/Tlhz9JZ8kBLeueDGKqybQqTC9RvrlH7YDt0jWrRoW1vgcXLXeuEngANR9BOiZbTErniTQa2JTwQcqeGLIEHRLYjWOiLbyg3tJAAQiJVsY2eeZWwrlEbo7J2VlCNw0YZ7dh4nRftFaLbHxE502kaAAWlaOBIjl6ztqIytqlQaNwOHFTMS4LC/pInbmJzY/xaDitMNLPSzNZZpOv3h+NBBu+WB7HgTjJEOZQp3zGbheEK0UJR0aZnQTVTShp4bSpwNhcrp30u5ExwkbX69bY62pcUultEOmgWqVcMx3/bJ2z2nwc/YGiblDmhUImvBREtxpD5O/UNNXlvDHaaC7iCnInbUjnbgTBENPKOsomhuwyitprQlJ8eOaO3XEeN34i33h9CdhpYwRIMFC6Y25c2QTQnRFXlJEGS6uQ560EZ9GgwBRtXgddWWH1Q6rNeFoTdsvTAhKeOENBEYZ2jRF9k9i/nnLcwqDkwYmilEi3kCY+CIzuZEeMgAy7eJEgKrHYAQpVJueM9EKg9hCn0kdIPyImwyfWOvTx/8mefS/bOO3B8qElY9sX9RVXrgTENYOFT1we63mWWEMWZT7xtlSLw6IvUWLVq07ZtVN6WaaR6AwxubhW1bDMj4hEZ8X6tOqNU4VC3X8+PZw3Wza/tKrOdl2LpozoJLlsiDv1Kv8vuiRYt2+maQoGKupPGRnEaXD2l812GoQAQYIlBNqBCwk64dqK3RLfyOrvgiCEQ6qymlA2xDszyoLeGzOBqmdsmVhH7VOBf3YMsZhn7jk/4dPffrHsiBwfgQ/KOSEjTYg5lyFKBaaylly1lolgeiOcbsrDjuB24V94eKxZiosyT3CHUrwLzGh3IaXjISfkm0fWt7GlT8zd/8DX3P93wP3fWud2Vs73vf+97afmB+X/KSl9Bd7nIXmp2dpcc97nH0xS9+sXbMiRMn6Ad/8Afp8OHDdPToUXrGM55BKysrO3OD+rTlTBsi6DyhC0ZEL77yXvTNqXjZPEE7osRgEXfNSW8hSctz2prJODJ1G7zAOxIKY7pmY0DPe/Ob6Pp8LM9svoae5GXLQna0IQvpHYQAsajKmuxoaLMcy27siBwa0p978Yp2p7Z9vY4EdTj38gQIq0q2ddG2P91KSr4+X/0Ybef5U1x2sJal2+ya+r52yy5B4vXtm/dV45lp806WsdypVF1cQ6IdpDXEzy8EDXDaVzt0+XKHXnb3+9L9tN8DN7ZbyCk/nFOORnlINlrSsVcIjwJ/yqhsDMB7qGDbRb9gxx3HMX8CSdBGAoM5DggK1A8pR0Sv/OAH6T3/crX0sQCkqqeOAsPDVf5WcxqclO2LrwR1J+7MbYqXDIWq1DAZEqUy9ymgXFhzspI6i6IqddYWfZE7Z1CxurpKD37wg+l1r3td6/7f+q3fot/93d+lN77xjfT3f//3ND8/T49//ONpY2MjHINJ/PnPf54+/OEP05//+Z/z4vDjP/7jO3OD/m9ASU/9PKFv/foH0eWzs7LdJqYFB40yYC2T5x7kE+pOtr3lNrgc6RyMm5OE/nR9lU549Zbm/fqxLGDgYxoZUmoJMHQVqAUSB2M+RDsPbb+uIzLlW4KFMDe38XD0dAm/VtjnUAnZ5lBTDq1JU1dfoD1wadwfvudkZ23HrmiujdGi7SPbr2tI69xEsm8jpcOjjB7zkG+gY6mWBBC4o5IwU3CFISQ4tS8F8xrMnxhVPS04QMDxXMXYZJ0xBJMqTHEgkif00eGAPpXn4h+xylODR9oQoeH74EqE+heJr3BWvg5zTfX78rH6USopO/IrjXZn5FQ88YlP5FebITPwmte8hl784hfT937v9/K2P/qjP6JLL72Uswg/8AM/QF/4whfoAx/4AP3f//t/6eEPfzgf83u/93v0b//tv6VXvvKVnHU4G2MCNCYCqhXqwN+WJPS9f/peyvmvPWGiE0OTMJnaSI2m826TxzwKp+Lk+Ri+Q2UgWXO1QpvEqIJUUGjSkqc5FoGw7WFYBnOA/vMYY0j2UL6j9s8IClZlreOmdOyUBedsnYKIY4x2sNYRl1CgyepCrY+d9/h9IsLOaawX1TktyKbGBj90a2Dh+uPU5otBnGr9cTaBURmTMxBK/bGV9OROWORURDs4a4g+t1cz6dfAsqzy3P6XsqQnvvs9NLSY4lSHKw6m/GRzrkAFAXNxmFIymzPyIl3LBBoFhUf4MHKlUInA4eM5QSjAt+AeXZZYPZkyLBqwKCFnE8OiUD1JEgscLIDRrt+qPMnbIFY1UN+CN5RM0IZyFPpW8HpjvkpKNIZ6FKozablj8KfoixxATsV1111Ht9xyC5cZzY4cOUKPeMQj6KqrruLP+Ikyo01iGI5P05SzCZvZYDCgpaWl2qvVmlADfTZuQNgALCUjD1lzOYvUN+kLYZWLoNtsQYEPKOzllaQMv+ArHpvAH/hQXXQqUnhFlLTSZttfeMBBW7OrQNoSzGXMEEQ732y31pFtryHUPlcD76DmfLsJ1iRJN2CK1eYJodmW0kL1OUCh/PsGtyI4JPy5drHNra3yOrXEES3a+WF77YvwDFL4j1UC4MhDfWk9SQQdDQ7FbM4QKECQOLhA1YIVJ4XLWcnYq8KkVi/YJ1DoNkOSWJVSqh4c0CAA4MqCnFeo3wLIk5xXQSEN6gjCRYKXqkuJT6JjJAkND5UctAjHsyJnB64WAhWttrCU7CChzlpK/eMifxtt/9q+DSowiWHIBnjDZ9uHn5dcckltf6fToQsuuCAc02a/+Zu/yYuCva644or2A1se4jX+gQ8QwjaFPMDaMMfWBEZ5DrXEn3WxRmVEJ1pNUYqdfa1IWDmyBU8dnIJG9lEWC1fhaJ6rBHG7L2twg4WAsxnRP4h2ntlurSPbXkPMmvgl76vXKhmOq+AOt7WmlZfQMo/br9/+UYIJXW903TAYQrOD9vQvKFr3U+8jWrTzzPbcF3HP5QoH5Po6KMSJKxlw0lVYxqBGHEyoNGyJQADoCfMFLKDQgEVk6/VcBAXYjMDA8St4bEVImP/j+2fxZ0ZUKC/D5OyNZ4E+fQsl8yYQOPBptnBY3wu+B+23gaTmCFyShHons53hd0Y7eEHFbtqLXvQiWlxcDK8bbrih/UDFEDIMqgUXHbCGuZKJ9CHMk1AjdBCfTAIuNL+rXcBhkfMqmmfit1N84sgdJUgHf7LmeaGvhA7Dqg+9qvIRZOsbGcmakouVK1U/2o5hxYeuqC+ctZNQ7tErWrQ9WENM4IG5BVYtDJAol51rViEahYsAn/RY5cCTcl1xN1GQqu6jfT6EZplM6tQXJz7qRZSp5XsfgdQUp3YhsohrSLQD5ovgOcxogVFCBZOhNfmgcCNReUqoczKj3s1d9luy1ZR6d6TUWUwpLUsqD40DyRmVDBm4HrgA0sRr1TClbAUwJ6LRYZC3K07E6GhO48MF5TNK3oZy1DpUpCSoYd7DOk5MKV+QignzOlTeNiApUIEYKhRKeR3s4yAg0z4bkkglGs+WNDxW0Mo9xiEQOSuLvsjBCyouu+wy/nn8+PHadny2ffh566231vaPx2NWYbBj2qzf77NCg3+1Wq2K4LKEjoDNpTjgiBFR64N0UwyynWdjOychPH8NRmXHeIlYF+0zpCkEIfVn+IM7Cf2no4dpzt17zSFpIXf653+r8xC7zkQ7D2231pFtryE83eQ/t0Gt4XS3PXh8hVM/B9iU7T9TsyRDc9sUC/GMi3MmGRxlY99WurXRou1f23NfxCaSqjyhcV1IGMJhR0UBcKSNVGBRSAAylxPBg8GplVPBROukknv14ysagoMHJX3bcaweZclLlaflCoJWETobFZqBg4u0pAtyoh+euYDuYRL1GCPAr3UsTYpadQJBjCU0rCN4uEf8iIiJfW/7Nqi45z3vyZPxIx/5SNgGvCHwiY961KP4M36eOnWKPvnJT4ZjPvrRj1JRFIx3PFtrQpMCvMlPCpswiLAtUaf4xND0qpyETW0KqTI4VdkIQkzmNWQ+q4ifFwyDYhHRIy++mJ77vf+OZtVjqJVJ7Y2/J72HJrG79gvYgZKjV9U8l69oB9f2ch0JU8hBI9vccDnYTUCfPQzeez2Q8GuIXWezP/XmVJ7c2XjfGKhZ2Zw4xr9PpmzfobxEXEOiHTRfJGT48V6ddnbCwZtgEZWSe0HgM6oI8AtQvRjPaTAAHwEVBOZV1H0YWRsMZqH+C7gWswhexK/hCgLew/9A34lhQtlAAgl+v0GUoJICVAerT5V0YZLQi/7jU+i+XVHK5D4bjr9h15d+Gi640JcFLeFXAJ76+s6oP0Vf5E6q/gQN52uvvbZGiPr0pz/NOMQrr7ySnvvc59Kv/dqv0X3ucx+e2L/8y7/MKgpPetKT+PgHPOAB9IQnPIGe+cxnstTbaDSi5zznOazGcLbKTxNmCkmMOazkVsPk4KqB4RsbToARrCDjBgtRulNFCUGC5vZ4ISBKkXFQveYQaITKiQYXDFnSLEZO9D9uPE7/663/nRaRvrDAw+QdgXN0KAW7H84Y6PdhBQi+hl7T3Ve0aPvN9u860kweaA8YncSWMOB1oC0o8GUBXg9AumwE+nYJpwYXzg3YKret6ejjHF0f/G36U2vrTyO5wEtSc2nQzr+sfGcXwr1Hi7ZPbf+uITrJlNNQYv6vdQRihM2ARW2AvCxOe8nQJXG+2YHvOmgzmt+hf0Vic7OkBIIzhDFkvKJfMpQpQSO8xZRyDgSIuotZ4F7APzBfB8fzfcyKj5Ct41ahGUv0r0lJj33ba2kZfTHyVMbgG6mCJFn6qrWB+11o9aK3JIsixrZ1rbtiMNJo+9X2NKj4xCc+Qd/+7d8ePj/vec/jnz/yIz9Cb3vb2+gFL3gB60dD6xlZgG/5lm9h2baZmZlwzjve8Q6evN/xHd/BSgvf933fx3rSO2N4Ystfs3eq29xrbkfvKnX83sOOfCoxZBgrqVp74FdVBd3nqwdNEjiTupPwULcJu0wJLZsTwIFBCyvboN3mQLjtNUy3XW7f1rSiHXTb1+vIZll8TQPUYFF2QtsC49cOy3rZvA/LVCtusf3imx3ul4sGt6MNcrVpqqHRGy9atP1s+3oN0UQlz3Mk+JCt989kJBh1JnKyE9UC2wfHXXkKNiEZvgR/Rvr31vyOMP8ZOqVVDiQJIB2r8tJ8LMZi5SbNGWAsJX9TR+BXQ0ro5gw5VZHDD99Fiw1cGGH4uPS4sECFXR4MAViXSt1bAMLStdH2te1pUPGYxzyGNaA3MzjVL3vZy/i1mSGT8M53vnN3blCdeAQMkDWDNnMgXWsG0aoXwYEne2/EJJ14CluSb1tNRssa8FbtfmmSsjZUM7CQqob1v8BEr4KGQNZ0MGapbDjfoKYKZdAp2YbJn+Leca8ehrED2tB70lXygHSxPMi2X9cRq0iY1e4w0Ka8CEQLV8KwS5bpx6Q1WciwJqhT4RMYnrvlYUvNm3Hb+HRb35r32qR/eKizD0DI9ePxAzSrJOfTOhLXkDu97dc1xAw8BTznATlCxh/kaetWLY62yLdKFSHhCgLgQ3DUQZaWaofsYxL3IKGxns++hL63iie6X5cXjKgcpfxKRpVKFPpksPws/KKBwZVUrQnQrLlciNoqcsP3MRYSuKhMKfqBYVTVGhfEaArcH1GJCkVZ8nG8pnSIRvM7lOCMvsidM6jY92aEZkAF+0UVQKQtT2P/0HSkKg8x8iTtCehTCDzq3Ab+rIpM2I7gJjj5dr1M9aChQjXSYMOwkQqJ8sGDBRWsouA4Gzikm5X0uw99BP3TDdfT625XKbwDhAeMFm2nzEODfGdtC/KndsJ2cMcqs+D2+Z9qFTyzMU44YJPtmgFlCKfnS3iKhw8qbF2yIutEwNASUESLFu2MDWpM3MW6QzS4dMzwJ2smZwEBw5tMChaOuPoACaBSCmE2LkUO2BICAO5DlYn/YJNdJ3xyW08SnaG6IZMdfgz8DCg0jRb02ghkFsaSSF3vUKrVlGIup3wegQlRZ1kWEVGZAoyKmIsxPCIBiXwZaTgMydlfv/cDaJTn9NJ//Re5JQQbqrIZbf9aDCqmWGgr1cjENZ/xm5ripzmY0ACl0pkv6eKS6H6dHn1mOKQVhjpVs4UrGIY2bLl+DdHUdBBsk8sw2mcLKDa/5YRuOXWSFgdgXrlLa2BzNrYXZKUYDEXbOzNwU8s60oAWKXhhEg7V8vfb1u5u85Oqo6cgsTa/XkulxYKItnEnShK7EFCc63UkriHR9tSYN6lJyFIrAm3H+bnm+VX2zLdkphnL0wt8+oGU8sfPYnzlg3Iyn8cSboYFHIG7pT0tLKCRxna6goWsQzLhszDhGiRvI2F7ZLid1iG6fWWFxoVAsAz6lQ13Zj5GX2T3LCLlpxlXDypN5YmZ7KsPhSM+2rlGxlSdeh7LzkuJvnF2jt7+k8+hK9NUEA5dEkk17p5Z6ULzT5N6s27YDurA94a3do7PKBr2UpWhWPZN70ECjDrXY5CV9NJrv0jvWDxVOQ4ofLR9/wNuv/7rv06PfvSjaW5ujrupttn1119P3/Vd38XHoDnSz//8z7PUoLe/+qu/ooc+9KEsL3jve9+bMbxNe93rXkf3uMc9GMMLNZF/+Id/2LXvFW0HTScQ5wFtHTDpaV/JtAxhDVfUSGy0vZw1lemqHZMFg9a+OypTWVvHHHG7NpzFDo2qRu19rFBEi3b2pmIsrLQ0SCld1fKBzVeDQbMCpfgDgD95VAL8Ce5voWPxKytYnhaQo+c96pH0osc+hgOMYkZUo/ATClB45QuoOOQsV8tcC26uZ6I0Ot3XU6mK9Kpu3tKLQuDj6GshECghYWM7V1JUFt++Kwx8itdc/1V63fU3c28Oq5R0VqIfst8tViq2Mq9gZkTpzUIxr4xiD2blXkxACAqij6+v0ff/7u/SV5K6BrRvjBWqC0qQ4onsMgYJQnjlZHD8wv0y6tAJo3VgDJRPeTwOYkrJFlhZFMdqgGIBVRjXZz7O1FocoV23XbzecDikJz/5ySwn+Id/+IcT+/M854ACcoR/93d/RzfffDP98A//MHW7XfqN3/iNoDKCY571rGcx0Q+yhT/2Yz9Gd7nLXejxj388H/Pud7+biYNQFUFA8ZrXvIb3XXPNNRNdXKPtH+OAoCnFbIG+Res23Txnqs18sqINxhQmuaYY/TEedrVNC4GDa4DXSt7ezkA7bed6HYlOTLS9tND9uqj+HC35aGRpIzRrAjTjyoESnOeqZEPgNHDRQ5x1OPev+JurCNTM8ULOiU12X9bQ26JSpgNcCYFNPif9JIZHc4FgAU41Y/KReDAKDIvJ11Cmso7c2mQXgcVowaobRKNjOXfL7i6mNDosCndo3GfiOKxGqTyM8fwOJSvuZL7IfrJYqdjCUGkw+FLrH4ULFDR+2Fw5pVZBSOhEktAni5xWDXjdCDosIAjjODhTrZTWyBrW4FnN+7A+GG2OhsdKN5yS0JAvWrBf/dVfpZ/92Z+lr//6r2/d/6EPfYj++Z//mf74j/+YHvKQh9ATn/hEevnLX85VBwQkMAQKkCh81atexbKEUA/5j//xP9KrX/3qMM5v//Zvs1Thj/7oj9LXfu3X8jmofLzlLW85Z9812g6acarbqgXbsEnFqNaDmm9Ov3jQXAc2OWYCf9l+UCxdRIt2JmZN6VAdCE12W/hPDGfSj1qNYD9Cn93spBvXEj7A2PpWJHRtQXSNE6CpITBQbbBqgSUbOUDRvlnGNYUx5EIrDxyJqJy+81uwD4EFS+AiKPIrg5LFOZDQfhU8LCdztS9HXEb2tcWgYoqFRnRMRLKXhxspPMmyAAZB0AmO7QE2ZepMmHAOSsSVB+sDoZmEoMRg96GNYXhbWCwSlmOzaN4mK09+7LYGfJodMBk5VlhgiJSQraxiYWNwBUQhV7JQ6SJ0nte00KzIvwaDwa5f86qrruKA49JLLw3bUGHA9T//+c+HYx73uMfVzsMx2A5D8IGGSv4YyBXisx0TbX9aWA+0UVV4z5NMD2rCnzbz/DfjQjkYZFWadGNawsHObyYjGtWI2i6f1GgWUO27KBTTmnJWCY5GN82J4CNatGjbNX4mdyEzX1K2llBnNaVsLZNKAA7oFZQcGofGcyFwwM9DY4Y6IfvP0CQQtDEzcf6aqLlwP4puSdlqJvO4UwrUCcpS7MdIT4rhMd0GfsMaOnRLBaO7rIGE8ivS5Yzvrzg0ZvWp8TxgUyVlGwn1TqasLoWKByBRvdsyrlQMj0pzPG7LM0BFJKfx4ZyrIMUsjpVXzE3sbzvPXcVzYMHRdp9hzI/QkmMDBy3HKc06OAkaiBixSZ1/VhmzYzS4CE1hvBOgQYN16mZKJxOj5OlftbOXCW/tKezGQgMcbS7juRRBAEoDKONd8PnGFUnOb3LUFVdcUdv+K7/yK/TSl750V699yy231AIKmH3GvmnHIPBYX1+nkydPMoyq7Zirr756V+8/2tlZBUOsJk8tL+erkG2wou3MuYlSY+0OKhlDtz1UUu3+FCYRsov2Sl310sG2qvjASJhVZlNks1sm+unCpqZYJGpHO1CGuYNAAHMLzv7hXBrpBl8kIRoR0UaHko20UoHSLD+xclQq2wwqhTk9k3MVIltHYztNOCJgACRqnLFaE2RsAzdD/ZfOWirHzhTSNM/8EgQ08DPGuJb6D0NRqRIIVEJFT2HXKn2LoCQEQFpNwRijCyQI4pYXnUSUKtX32ZFfaSRq75rFSsVWFhzu+sPZ5Ndqpb8GxEk8dAcRsP1OPcHDIJjI6WFPAdhsD3/nnPhUYoO7xEdxsOOylC5pGLpru+9XO9lnRe8kWYEbbriBFhcXw+tFL3pR63EvfOELWZN82is689G2bd5J13WjmlJer7W9amGVgNZX80Ktc3XrCVyTktwKydT8bnaNHQwaDppFwYdoW1poiitOuedGBKQDAgo473DyDWGAY+CoK99yYsxag175HyceMY52zg4IDXU3GA2BPz1DVhgqQuVsZZt27gbESn2kZKQ9MHqC4OBxG0lTHpfcMcrHsPRFtP1vsVIxzYLjb3Ju1fbw1kmthkmrWELpRilkKpQtS0x8loZLBB9plQnrQ6F4R74mGsZoNUGOkxb2qE5Yoxnf54JJ2Ihh3Lzj6N71wDAUlkAw1MHBNew7oMEW7kHl47irpVU4jMB9NobxrYnXuTK93uHDh/m1lT3/+c+npz3taVOPude97rWtS4Og3XxoHz9+POyzn7bNH4N7nZ2dpSzL+NV2jI0RbZ+aJRAaFuII3yOmeZ7yuRgn7dTb+Fg4CVYhPdPg3wURoZjS5FE11eTa7t8+mHSkZUlCaaN5Ip1/68guXysKPkTb0sx30ERmSGZijqmca2dVOQ841ARepLk1k6b5r9hgzRgD0CfED4cLaZw3TqizknI1gasFR0pKIf06EohTiYpBmnKvCICuynWi4bGcpzpzIPTaydyYaLUj96UQa/g2GQjcuTTrtYoEfJTumn0HXY8QWBQZjedl3gEKVc7lHLBkJ6wN+Pnri9zZLQYV08wCikYGT0r92iHbR//u4QvpNzjvxZzAkbjrtX86c/StlQxz6g0CheHxQM9NitKu28hmWtBjcrUNpRnLJoQOloaLtlKjO94TsS1bwO+Ns9FUsbmT2sUXX8yvnTA4CchC3nrrreGh/eEPf5gDBhCu7Zj3v//9tfNwDLbDer0ePexhD2Mn4UlPehJvK4qCP4PUHW0fWzPzv5nz31YXt+O4OllOVCzNYQjb2kjf6Ebr15ymk992rwZ3Sl0yQhMLtVtrdt3exKwuM61b8UE3CD7A2ioLXvDhf//v/82wR4g+QPDhF37hFxjCiTXCCz7AIPrwsY99jAUfLKjwgg8wnPO+972PBR9QoY22j82pvyA8CPMac1ORCPms8BE80gHHzd2UsoMOPkTCeCI49wkRcyOkIsEcUAyDpnU6VztrBonShKatCUEVW5UnTVWKfQUNfjR4QeNe8CU46FDuFd8vAopuqTyLVAKlXMnb6lPh+vZdCkjVjgHz3rN/gWjbtAh/2so2eRaGB6uSMGu/SSV2c28HzihMVjosEGgqudT4DR5D2MwkeniUoaCaMGYNUGpa+O4emwpPAYURMiGVLF2sPLZDEj796U/zT2QT8R6vlZUV3v+d3/mdHDz85//8n+kzn/kMffCDH6QXv/jF9OxnP5shCjBkFr/85S/TC17wAoZVvf71r6f3vOc9rCplhuzim970Jnr7299OX/jCF+gnfuInaHV1NTgH0c4/a+UtN2GUARqgiQ1bSzwnatq8nBZE+MMcAkLWkE3gUI37loChidlqOcnDpM5j2wuxB1gUfIjm57sHUIa+NIkoIzHhulfna4FEnQ30MPgeeIMgAgItKuLCBrgSJzgNnSCBA8ZlZ185VtIvS4MMVZgS/qVWIMDpMGhUKrL1gExZ4tI4oyYCg2qF8TltXBh33B4o9wKBCfpgIOEZfZF9bbFSMc18dtD9IUvnSA0OAkG6aoSHbfl8IaRGlPxQsTP1Jh2QlaFYIzqtIEkYAxNdx7ZJ60lSpqrC/SUaAQhfu9H5ulbd4ANUCcqgD5pR4MWAAZPSeMaylIxp3MRXOP3f5x4sCLt4vZe85CXs6Jt9wzd8A//8y7/8S3rMYx7DsKU///M/5yAAlYf5+Xn6kR/5EXrZy14WzkF2EdlCBBG/8zu/Q5dffjm9+c1vDtlF2Pd///fTbbfdxtcDsRuZyg984AMT5O1o+8tsPskHcQZCvpErhwpvdBLR1i+GLXCwnHqSBRQcCbiJHbZNJg/s+rWKhs9o2q6QaPBRhnMCat+t8WWbnxWmERIufL22ksp5sI7sodgDLAo+HHDDWgGlJffchknlQEjZ2JauZtqUTuDRXB0oSlr+ujE3zOvf3KHh0ZQb0xH8DGuy2ysZ9gTOgxmc/eFFAjnC/B31paKRjlD1ECgPfA1AocxXGWtTPA/JksHkJ5SeEq02IJBABaOznDK8CqpO6FHRXUKzjITyfknjWenDhUCif0KO4yW14eOckd3JfJH9ZDGo2MKq6Nrhl8ND0rDOVi3QnygVYgGAw86T0mOnNOOosCR26l2TOewwqEANM92WLQyVhU2yngFC4bOf4nzwDytdauYinCcqc8wDsc6/1YWjmQGusBlkwezud7/7BLypaQhA/vEf/3HqMYA6RbjTeWi1qd+AI3nnvFk13GosyziGh6Obv/54O2azIGC7D7pGcqJZFa1VQy0pQncug9iD52VZtbHNACd6xSteMXU8VB3vf//77+g9RrsTmvoKySx0XYnKQVYRKLsFQ615+2yOFUZ8EKg6Ibs/IBrOpVQmCY0XJNgIYpVQkFK0BBz+FI4+ggTmkAq0iQMTqjgPPL2dQw40BnMjeqJoCeOgRblYFaei5KCFAwKMy0QMa5onMCu8OPDQgAXQcf6aQ6hGSRKlLcERbX9ZDCq2Msb3Kd7QpNgwQRQbKMRq5ViomoGRr6XywNqz7iHuelTg4E41GaVRjSOGNx/evnLCOy0jOB3yECBQlsg0WVo3Dlc7DC6FAMNgEBz0VLyOszHPTT1XFtefaHtnykcKOOR6E82g7GQyrJOnTmbUmlWIctp7rYy0waA2mRihILLJ/rqk7GYjGD5qdyb7uV5H7FexXbEHWBR8iLajFoKKhIpcYUCsuFRQugbvPKFiXqVmQboeIKggDixGGyBfl1TOO18E84fh2RpDQA4WyImBoBTYp1A/huFRlpg0eVn1FYLMPWBU1r/LqiD4CKQGzkkloOCxtIoJDgiCikpWVrptI1BBMATfieFRlFI+o+PkO/NQj77I7lkMKqYY/9FxpK6BgGIJLbBAwBEmkgUamG991zzOvHnOHqSq4V7BA4SzoNUAlWFj/jbDkbTEiSwBX0TuyyoLhoXkUuKQKNVMQjA7npvX6QdtgscQSIU5BciU65IZhkDQxCSsXf5lR4t2JzNfUTQoVAgsbF9I/bltejJDG1gL0pUbdL3YtJmd/6k7S5OQdoIxdq4FCWEd0GgC2UJLNEhipZHTsJOsQkvbCHwOkEXBh2g7aphqt/fZF+gOExrPqWTreoeKOXnwZ6c6/EzHOgMORd4jGs1L47hQJWWkhFQpynlUNoiSQcr9JlARwIt9F/gMaLanAQX8B25qN3Dyr0VCowWZ3By8HMnFf4BIjTbwlZ+4VwQRCEokA4oGfuBLgIzN3wXb1lO+b4wBYjn3yMD6l5U0niNKZqS/RaxU7G+LQcVW5uED2tAuPOM34VkE06qFkZD4cyJZyVoPCQeFDjKyKdFDKKV7zs7RXyyv0IC9jPrYAUZdIbAmYQn2uan0ZJUKrUKEvhctMKodI2qzg3SOPYyoOhNtP1grL0kbYLqNusKENYcDi8LxJzbDArdVLDb50+f1x40XoFRt5iFPtXvVjGNL/s2CjMDP8OOcj+vILl8LQg8nTpyoCT7A0GtiYWGhJvjwW7/1W8yfaBN8eO1rX8uCD09/+tPpox/9KAs+gK/lBR/A6Xr4wx9O3/RN38SSslHw4fwx65BdwHHXdaAgh5qAf6LEaU5sMivbqgr6nAeMyLIC5j/krh+EjovjOYAgoplOQf/20BG6enGFrjZnRWHT1kWb33OSU2WwDWKl98T3hd4TeZVMRQBU9mVtEzK33BeCJVQ1cvAplDfCfIqxEs7PxzXkAPkiUf1pC8MfeJBbdXwImSzuQW8NZyy7Zw//cUunWhm4tbO1LQr4l3nsXe5KP/c9/45mZJY3byy8DfAnbaONxGK3qepiFQrtDs4VCJVxCxKyLQFEaHzjqhfRokU7XXNKcA0/u5ksqCoYuptV2PTVyrOybIbbV5UT5KODP8ph9UFsKWpbatruye7rtDgZ0VoNAgwQeQDxG8pxeI/XJz7xCd5vgg/4icrDD/3QD3GfijbBB1QnHvzgB7O0bJvgwytf+Uq+HsQeELxEwYfzx1iCVZWYgi+CZ771g1DxFzjfzJ8ADIkbysk2PsZ4ngxlMpEWQI4UdeHWDyNhz3SJfuHf/3t65EUXBHUm62ET1J8Q6HBTPOnBhbFxa728pA732JIFACpQqFJwsrVX0vioOC9AWnRXKuRG4HLwF5dKCPpwmMxstP1rsVIxxUyhiS08s3WbEa1rnrs9uGWy8/ko4WlJ0uu9F1TIROdIv1JQCOMURG+98QZ61/94Jy1jDM36ybVFyzksAlrZwNu0KOk/XXKM/v0jv5F+7M8/SKcS5XdoUz1MXoZb2ffRxcGHl8YHEcwm3gu2MToG0aKdhoW56XCLzmM3tTj/kPT9YkQ5yTkA5sRj3TCZahugMTbZdDUsdMMCZMmqCaigMp+rlCSeSTtalVXXs82/a1UiqX1fXymNzkCrRcGHaFMN06hfUOeU4BBBii50jgG2ZERowKCkiaXAr8FFSEvpl8U8Bci6bqSyb6agFHxPjIcmd3lHG9LZ3C8ZroSrLBUJfe8fv41WUF3ophw0oIrRWU1pdAQbtbEd+B4INDDuRkr3HCb0+//239Ov/+n76WPJSAIC/T4zd5SUryY0Xsrk+/SIBqiuOD+ks5QJmbtf0uhQSXSkYF4JBy3R9q3FoGILazZ+ko2eZOkyeDXpVyepGFhBDtPYLDzYG5t3BXFAcAqfc6J7JkT3nZ2h/7O2Qau6v9bi3k4viI6vrtFnvvQlGjs5y3AdDT6sZBku2izNKQ489KswSMZZWFsvjd22c329aNG288fIsKZNuBThZ4ApbMKc3gLm1GqtkKWq140vWfBl26oWmw3cOMB/hZ20c72OxDUk2l5bkhWUgmfACUFX8QQP08GNrALJilCYv92SHX7rJWFcUCQpSnUQWDGKLyI8BnmrMG2oMJUJ3aQN8PojokfO9ujW0Yi+CM4FKhyW4LBGwEzkTmijKOmT/3INnUxHDHMC18KSs+B7lJlWUa3xnqEuHKKD77knCldcCak17zqL32f0RXbNIvxpmvEftOD+jHgEC1l+05TnSSWZAK4koIqgZUg5wWXteLuoNYgSglUNnDKMBiSBb5En9OjDx+g1P/oMulB9jMz6R9itKowJx350eUi/9s9fouWsQWpi4pSQp0IW1CaYwSsMogFj0raWLLnT5jn7zUeLducwm8vksv7NzD3jnQ3a5CoIxrnShzR3qjVp6wCZ1PO8NbldTSvaH7AGPQjqL3Z9+x7+Pv1XdOirGnfCw6UmGuZEixZteyaQpeySDUovGnDVwuZXgd4QswXRTK6kavE7sqUsQIyyVa1SIMMPlaceSgsl0XpGtJZRMhTJWWlEpwlRwJryhAMSqEgJyiGhuTWi3/gPT6bvvcfdWb2pu55Sd0P8BnFxEiqHYFondHOS0C/c8Dn69PyY8vk8qEZhrOFRouFhELCh+CRICSaKQ7WKlavUF0HAMZdTBnjUYkr9G7sVXDvavrQYVGxhhkU0vKDBjzA5UgQHGvVzlG/OuqolhEYwIZJ3PSuscGGqTEF1xVRY9AaYA1HSBxZP0L9/w+vp1nFCD08yevcTHkf3VUiSFUEEYmVdvjXQ4EyAi/x95UWdHb49u3e+CcldMD5SYVs74hOUe/SKFm2vLGkJEBin6LgS/m/Uwyn9+S4JUKdQbHK8wasskPHzt+n86zaDPVgjTltTmhXaWoXF7avNteZ6sZOpwbiGRDtoViQ0WOzTaKlHyVomPSi4AoFu0ykRMvmHRpT0Cp7H+VxBBebuKKHR0YKdd14qVjNx3nu5TEn4NOgD0SmZs8GJUU0qoBM3nHysUbgexl2ZLelpf/xO+qMvfIXm70jptx71IHrm11zKAQZzM0C2NvK2rj2sLLWWsXxspZ5Z5U9wPwy5RgO9eTS9cxMOsK3FDn8XPn+n8hLRF9k1i/CnaebgTQwZsOe3Jy37h3LjoR3kI71j4TKMYWwXZ5hSQ+Xgy48TSUIn2NlPaFQSnVhaohFUYZAZcD0matdqOhs6vmOAVvutoZ93NryyQ0wyRot2dubWkS0DdFOKM/zR6TyU3HHhUtu5ZrBJfkZzfyvJvEE4r41QUS6iRYt2OobpmBZUDDsSBASoRMWx5Ac0Agy8R38HIUgpRwpJUTjonMlQqHaFogDfAm+sv5b1ngB5m8nhJikNpz9L6IsoICQJzVJJS6trtD4cSRUC3bzBqbDGfDDrcaFjckNg6+mltwBJfIOIBylaoCyMN8KVFLkPTpBG29cWg4rNzLpAWjbfZBi1khDUDzAhQZICvtBw0sHJr5rl8aTBpA6QJqe+pNUCgx/w9WzyaNARMoedkj5TFPRf/u4fZHzcEkqcKBeyfC3uWdcNh1iy74JMhGURuAum54Hokz9I1XLFxUG9okWLdtpWqyZsRVjmNaPB13IOgKwHXkGqEaQY3MqLpLQFJC4ZEgQmVB3ObqN2XFM6W88Nu31CxScuGteIFi3a6Rncjk4/p9EgE/4D/A08l+FqbCRULBSi6HSqS+mREdHsiPKsww48gpES1Q00thsTjY/lMrc3slAABYHa+lGAN1HCp1F0A3wEVA5q9C90viai9TShl3/6Wt7XKRMa3G0sQcFah2i24Oukq3CUtGqB8XDfnZJ6i0kVqBwrxDexxruJdNC2YIOb44GD0Skp7zWk9aPtO4tBxWZmPAOvsMSQJoUF2SzjP3AcV3XDLnONtlFZ8PU6JVTxcFBlwuIwEXnLuLUu2XodCwyED6FZAOZTaLUC96cPdQ4scE/c+E7PZ1KX6Ukb1EpuyMcMzCNxTtBOyckmyKycY63mc329aNHMgpjDJvCkmmPvrclRMO6WZh/Qt2KCbN1UlartdkGJd/5tXdPPDHtqnFKrwDarHe4yfr2Y/EXQjtq5XkfiGhJtLw3k7PFSj7KlTiUGc2QsicE1UUjiv1BAmDYy6aoNrgX8glEnCLMhqGCfoaPVDB4bVQCi8YIoPPLSAQhUAbiRzOfOetVri6HSc1JmQPCBfhhhfuO6SKHM5tKcVysUCFpwbXTLtuZ84FSgesKqVMwzFdlYQMoNGlUeGrMvkiIwWu8w0XvCLzpDi77I7lkMKqaZcRt8c2xWSKgOqRrQVYEGBxbT4AMBHtV4SG8i/1idVu20yD9cxgQhtMLJm7QMGaoVzlGoXUainBY8t+vCGS1atNO3xnzmimdjo59ePqEfZm7tAOfZl9u9Zsh9TG7z57QFN43PnCiplSjaLn6AAMTRou22ATGAYMEEG8hKDCVRTxWVFLUAR58ToZB1VUEYS0ywahTM/BXtWcESs/1Kpl6bXk8mIZxJ41ytPNixLCahEKeAfJBgBrwJJmTrWJCeTfX45nc1KfsKElVxTVvVOKPtK4tBxRRjxQQmYqu0ok0c4x/UZBid04/P3UbGEG+BDdQqA08OnXcMSTKnXx38QPJ2wQ1XHhh+oJWKUjTlRT1Gz7V75QpGHY9tfJDQBZODI5GYY1UoPQjkLMM1csMcHLUT2tBGVD2Xdq6vFy1am1SrcazMGGPssxUN7gNPQVQlJrlOotDW8Nt9OSFEJi4JEd627FdMNickAhzSSVDaV9H3hs6aqLi4rz3xfifjjHO9jsQ1JNoeGsOLVlMaz8liAAe94Ix+Sen8iMrVDiWoEhicGq7FWkcI0GiEdyhnGJM18mVeBpSfjoyonClofChluBHmfmct5UABfg9UmEDwRsBRdAuuKpiyFPpdQRlqcEGuojCKoIDzv5pRciyXakiGSEXREOiKrUEOV0N0TUCAQeBQMLxJBG7w6p2QygzI271T8t0GF0nwc9YWfZFdsxhUTDGvmsTQJssSeAfBZ/8amX5+dnfsKQ3HXMWidbxAynYcBovOOSoPxKc0tLf3SkzmBJj8I98S60br9VQNSvgeElCwOoPdnP/XZx5Gvcs3l+tMQ7qZUYgWLdr2TZMOmE3GzwqcK40mapVLCyRqfW7cLsf1EjNihP/YgF9agcHxMqTfTfU+cDWUWOmb6rWN1ayA1MHXbSWRaNGinY5h2sHZNuRBMVtwgjIZ4hmeSsVipiAaSiYAiQhuhgeoNioCSI5iV1/O4zGhEpWnEoB0NNDg5nYqTY/3uGZO1BkQZRdv0Hi9S/lKh1WhTKkJcHC+fpYL/EmDhmIAWJasBbk268sPIUIQXmd3XdUpS8CsFF6liVz4MLQu5HKsOd1lYnUpHMNdvg+Ic36+WgwqplkNd+we0HgAc5frykEIxzezdIjCLbNoqUgjOwZSo1rIaBrXoV5pCA6Ix0h4tIFzDHDZS7KS1pKS7kBDG10o+BQrkrjnv3co7BhcjLMIMOssfja/zohjjHbALFQf/IZm9t4nI/yaY9ubIgmta0DL37k/JmxqYKD0Z8iROKJ2SE60VSR0CZs+u/SIHQ4sIqci2kEzdvyRVNRkJ6MJEDxgcsKhZ3gTfBH8wUrCwjiU3AgPvIROwdKuNh4QEEb8Znl8lnUtKWWpa+FAIAnJ/fKgvpSUDJow+VckK9lMtUkTllKxgHIdyNcJXZAV1EsTuhHCMKouxVc23qolLHEr1kzPJT4QaHAAk5XUXdoZOHb0RXbPYp+KrUzhTyK75h7o3Keini1k9RSFR8mELilhiTR5MnN2wYjfoamVDBuqD+7hi8UgW8lkEjLOUJWdMDERxev5AV7hJNdmy5L++Ie+n/7L19yLj0cpkxeK+ZL1njkjYfeLCsYAJCm7f6dVf8C6QUaLtmsBhXPia1l8W4W1iWY4mcmRriLadMwb4yBgCNXUhkpU1aizfo7nh7WarVXNqoOHf271S6gIaVscHC1atAnTtaAAARq9JNZSmX7ayBZ9K9KljiIZZBtUodg/UM4E+ldks9KbIl1PqXdHJpApHZ97TKCKoL2ppOO1JjVGKY2vWSD6ap86KymN5iXggP+AprjpSka03OF+FBxwoMFeP+cu4CBfP/f+D6A3P+nfUW+QUO9kQjO3Ea3ftaD1y0oaHCuZqM29M0ZE/RMJQ50Y4gU4VF9e7KugioEgZK//PaJNtVipmGauisDPRK4uqozsBKTZkZoNxoRsASZuKAu4FGPoUNu4ZgguBJ84cQ9Gsi4a/SP8TEMvHEro1X/6PrpxsOG6dk+mFi14QFYhENEzC5oq6HUkSEWLdpo2Df7jt7k5blXEOu/BVSz9uM1r+XF5TldVVJOfbp4TEhLe97fzfcBj2yQRuvX3jhYt2s6YNqnLACnSyiE6afP0XK8Cg/DToNFAFwyNwJ0SrYmyY0oFFTkypbLYcMM7vFQqXyCRIknPCch+KZURW3q46a7rdwHfYCYnWu3Ub0Tl7t939bX099dez9AnXt8yTZ7od+FtXUl2WuNfBExo4Md8klOZdA4HxcIa6EXbtxaDiikWyM+BuCgTaULLnQ/WnxpUJEaYRnRtEX/b2C1Ohzn3AazQgB14oiTe1ziXeq+AW77v1KosLiYpa3ArXTQ4mLBgSYMGI2fuiurTTpI1T+ea0aLtpYWpVE12m7PJFIe/CiLcfuM86fl+8odr2PYG6tKf1ryUwCbcNp/csO/Qgpya+qUnr0Ln5ToS15Boe2xw9FPwCZhfoRUIwJJUTEaqClWPKfHo1YkHTAlE6nFGJfpHqNNuvgw6ajOPounToDpinC5GNNjYKo2PuIQhVPB3qrIl3tuUQbXhE8s5pRsbVCworwyQLFyP5WQtkSnkbPArjM/FwQwfVyU2dyygiL7IrlkMKqaYZezZ3EO9tl3J3NaNkv/4WfmpgiCULSRnTGSDLAXFFc4AuP4RDZw1yoQ+cQkFBl47QOhWHWlWfDC/QhVceGz9iaxENpBjRwtC4grZgWySAyJEcRCkXCe9aNGibWlWSaw7+3XnupkQCNbGm7KP9kCcaDLnKhrNYMNfw43L648K3aJnTk39SdeUtkuEpIb/svYd26zlu0eLFm17xv0dZl1SgftVSX8JVBE4eJgppJfDMOXeEMj057NgXAvHghEWa6ISxdNQm/d2V1IazxdcmYD/wEGKVjEY3jT2anBE3eVUHPyOHJ8uZpTemNL6ZQUlh3LqHh7QaK1L5TCjDNdT3wLVEG6cB8XbxZS6KyV1V4gW7yN+yNxX5VqAZgNiBTgVzmXlqpmCAPpauL5D6b33+l8j2jSLQcVWltabwJksm2GYAycC2X3IMjYhRjjPIAiMV1RIgj3kveKKlh/tYe8tKDJgceHzVO6WL45FQyFVRoSye9Dx7Hp8/yg/WsdsrEb62TIBnBloQCG4yc3Z+gN8j+c4Mjkg5Kho+9Oqvz4L1I393DiwpTv1ptVCHzRYdlBJnG0Qx9qwm4wnvXYcR8Ju031uqz3UB9nkXnc6jjjX60hcQ6LtB06FqjHBOQffkp/XgAXB70DgYMpOSDLCx7DmvX0lZeK9qU7CnwCKQqVgg4w8AgsQrpOExhinV1Ku3bvNwLvgwoX6RvBJEAhwPwmMZU16kWjl5If8hA9hPFDmqYIEPqwk9SFfy92zAX2aKVnpSeBSpUhrZwkNLtyhakX0RXbNYlAxxSoYklQJBHakTWP4b0QIRKH3hMEbjazNYbZzEnLX58ISe3a+OQYasEiFoPE09lUTgyZwZUPuza5hyk18jxwoVOBFk5n114bCE09evS8sNh0qqZsWtA5yt2IrY5IxWrTTtTqMceoDscll3kw6sSoPTJmTLTsasE2Lbzh4MWlqv8bYOmJ4Sxcg1GASm1wu7MD5gYy+2XHRokWbZgxj4qSfBAFwvscL6mTnIGdnLBVLkLFPQJrWQGMe6X/GJYlfofL0vI/7REjXbBhUloLs/EIpze0QJGjAwusEN7gz7oZwMFnyFaRxrs4K3MpEaSxRgaAoyOir1C2/hhJwMHKCfRL53F1JqAMy+Jx0Bwc9dePiHepTEW3XLFJetjJ90CMaN0WnOt5ZKhCMS8wVJ4hypEmjqUIDFgRMqnC+nW4Ov5U4NTCQyZaweoJUKSRq53KjVTx04tp730SPgwW+ntxH6sasEUOh/IQxDHaFTEFW0rfO9umDT3kq3RcKVOtOtSpatGjbM2tSyVjnlrUjHKc/DdLU4FDxGPZqfi4bjfTIqUY1VCBElKGc4HRZhWNTgSbbHpIZjV1brgu65kxEItGiRdvSwKfgSoI8zwF3RkO7fF76PhiKApn9zmJGnZMdfo53VhNWU0IjvALy8FCP6hVUzBU0Oppz8hD+BZ7/SBpadQDKTuM5YqWn7ilRipq5NaXuIqDTAp+GtOvs8Qot0TuVirrkOKX12+aoQKNfJWoPjxQ0OCYwLQQKUHfq35Hy/VmfLdxHb0ncUXzuLqV8H/c+TPQXP/pUesRKj2ZvTAOcKtr+tVip2MocFCFIx7p+EfxAtchfORUc3WuGj/WbJ3DMKjHbzEa6LGDoeu2fw/BRAE3iuVcpOhmfI3TTdE4Kf3YOhGGhbWzfuyJkJpOSbhkN6f0f/zgtFQUlnPXYgV/ldiQod9iiFG60PbfN/gan4YmsKmBrAosn6Ek+oWEVybaLNAsZXq62wdEIUtXKp8JqV2xStQ9rSFP5LtzHpOwj6+HvkJ3rdSSuIdH21BQOnfVy4VJsdGX6FuiunUoFA4EHZObH4iP0lksazaHyoAEJGubN5ZSvobwBfyFhnkKB4zckAAh/5wqDCtxRbopXwY6wvbNWUmdDiNVw/sHfYJgTEpsYB41+4fvAF0KVA8FPQGdU12C+RMeSoo2eOCnRIpXsh5wYjSUBOmiBjp7JrzT6IrtmsVKxlQXpNJOAFRyi7LNyoJTwUEJk8rRvVsUdtXUiFC6oMKhUU1KFYVQKr+LSYt0z4EoFekoMdT83rtEqBFcTFMeo2tM1jXmLbxxUK1zXfV3YP1NJv/mv19EtqWYPrE9HtGjRtmdKqOR1Az9NAAHmRRj42EoFyo4PlQk9LszZRqV04n1YnvR6ntjtP9uDVbOFrBevTolJTFomMfC0mpwLznRU4/O9h+/fOCdatGinbyz+UlLWzynrIrDQRCZkZlcFRcBohCEqAUT9k0SHvpJTdw1E7ZJlZ7tlSb25ofgJQB8MEirmc8oP51yhCGuL/USjOyAdGGkhlQsOALCkQb1pVNLMHQX1Tsl7VCN4rWPEBpjYIJbnVB7GgqIwceN3GhwK485qTwwcwypP2iNL7+OGkug3rvsyfUn9FkZuxPVkUxsMBvSQhzyEebuf/vSna/v+6Z/+ib71W7+VZmZm6IorrqDf+q3fmjj/T/7kT+j+978/H/P1X//19P73v59O12KlYopxll8jbF9xwD8YTxwtO3bWiXpLmNQyCYcjlO7wPqFSsYqc+1MZOCNF82Mfjn+j0RxfhrtLVvJq9lA32TeRc/PRhvab8JG+ZR9qcCdrkieBDi8aPkuhF+eJjUY7+MxN8nbAOYjkqGgH0HjtUA6UOQDSmtYfJD94XdHPkJDkhIUKJ1iMwJ1sXVJA5m+V6Cjzsh5QWMWj5vxvcq/NNJNxr3xyo5aEUGhTDR6lFV1XVfH9MM7aIlE72kEyRUOUN89Io9oioRyVgwwwKExmFXnpEB26dpnmv7hC5VePU3rfS2n29kvo1L0zGs9lNFrvER0eUyfLaaY/ovURYFEppXMjKo/PUDFKaXQ4D+gFXmcQJIBjuabrFooPG3K9optwsFGmCXUXM6lmgLQ9W1CaySIDLgSvO4rOYN+ji+AADfRKGh0S7uioX9Lwwpy5G8a14CUN1ZQLRpSXXSrXlPuxE9PxTuqLvOAFL6C73vWu9JnPfKa2fWlpib7zO7+THve4x9Eb3/hG+uxnP0tPf/rT6ejRo/TjP/7jfMzf/d3f0VOe8hT6zd/8Tfru7/5ueuc730lPetKT6FOf+hR93dd93bbvIVYqplloI68ZRMs2UlNNSSZgPiOdJq0SEbTerfpgMAMtP5qUaxjPZxj9A9wdg+gexOrSOQhMrGqQuJtoAyv3lRMkzEY/Dr53I45X/IzYEDdatB0ssU/L4FsAoISFIOfot5+ONYMLHWsikeHftM33TdaW9kHcWhPXjWjRztoScBtB0M5KrjQwP5K5VbJGgJM5OpzR4JIerd9jnoYX9mg8g87UWmFAgpSdfaJ8kFG6nFG2nFKymjmBlyppyb6OrjnM12ShCb1WP6HRAsaG8y/Qpe5ywjwJDJDiHjNApxu+Dbidw0a1lKsuirZAhRQ8b/TTQKUEt7wuBHOQt4PMdbQJ+4u/+Av60Ic+RK985Ssn9r3jHe+g4XBIb3nLW+iBD3wg/cAP/AD99E//NP32b/92OOZ3fud36AlPeAL9/M//PD3gAQ+gl7/85fTQhz6UXvva19LpWKxUTDHrF8GBA+TSmLeQSERuJMwS0TpayYtqgcGl+D2cAVQnGFGc8ILAmUeM4x+6NpmBLTQZyUbFwSZT7prU8aVyTDrBNfK1XJgYggKsPYZjVOUnDl0aOvdMJsc9cPBErHnNnSxZv/7sZ3KAUZxDO9fXixbNG2cQTVVNpaV5PVBZaa/gFua6ri18XlfOCBUMDfIt4TERLIRypt2AI3NbtRWVVg9NMn5VgHlW9Au+egOGVVufHP+6raFnaJ63k5yKc7yOxDUk2p6azm0QpPEsRla/f7tMysHF+nyGMEufaPEBc7R03zkqswtDohGKToxIKFJK05yK9YzW75ij3iKqHsptwDqDQGA95UoD+wysMCXVBwQN8D0AgULyFFWK4SH4QnqLeUJzN5dUzBCNjibU7eSU9HLivt/WlA8OJ6M6wPeQpCqL0SCQ4ESrKt+CSH5BTsmGwLS6N3e5ilHM4/526Fe6h77I0tJSbXu/3+fX2djx48fpmc98Jr33ve+lubm5if1XXXUVfdu3fRv1euicKPb4xz+eXvGKV9DJkyfp2LFjfMzznve82nk4BmOejsVKxRQTspI+9FGOU63otuO4VAhTxQOTcjV+BAcNWh7Ei/GKTH5SiTRkBuA4WJ8J6yDpNKJrGUsjOqFRzGHoRMtBmapQ8fEO9sAVjiB5K0FGmFSBPC6QKzuXFwK+p0r2Nlq0aNu3Gg/C87IaVcmgLNdQWhLogFs7TOXJ73eJCcMY1aoETimKkxvNKomvqLgERiBrenhmU3LWPobkR7Xe1WziotGiRdu24THcl+d4upHQ8IKChhdZO2uB8qQbMl/h9CPzj8z++GihfobAmPOTPco3OlTM5eyngE8xPFaIzwK0xRGRnwX0khvpqurjeFZKGKhEgAPB9wIuhK5NSKwu36eglXsUvAYMF/s0uH2WigGioLSqQPSJg5F8VpIiAhuXr8jcDUjTJgl1T2RCWUWiE3Cp9ZSylVTWJDq/7YorrqAjR46EF+BGZ2NobfC0pz2NnvWsZ9HDH/7w1mNuueUWuvTSS2vb7DP2TTvG9m/XYqVimrnnoHEbzAIuutYgT3kNrNTiYFI+y4eHrvWx8NAjd51wrCmrWBnS46JdhpKJU9jUiLz5uR84HHVSpoztfmrXvhokQvFSsdoYLdrZ9bmpNtQd8uYDMlQa7DhfmXBBQ7CGc28b6/QH16yz7bxQqYDz4coOut7UoI+bLQbNSka0aNF2xFhyNXAzhUtZFGFmi4Q9VyIFGi2JBqkyFL2CklEqj3IkB01wxcjQ2hOCKwWkkvgMzTYxGMz/hHkQCFq4YjErCcrgu6hPgWAGjXWTomSuhpGuQd7msQATV1I2uBGmVCW8DPVRLCFqiArtaQFfy/IV57s/csMNN9Dhw4fD582qFC984Qu5kjDNvvCFLzDkaXl5mV70ohfRfrAYVGxmwAUCR+ifw/oHj+jZekcUM1IqZENnavzlI3rP3ZNVG+EJlKpSeDJIUegvwY1pPMFSm91Aas0idO1rwXAmF0Tw4VggFB7FfgR30BTnABkJTHzRhpbuu8AsGm4b98ATvuvuwXMvduR3euckR0WL1moGkfTz1JcE7L3/E60RsPV8fpqapLU2lsIcbshA1p62TdSRQptk3GqTwZ4Ek401TcscCr+q7tcHOJMKLOE4f1O7NfUiUTvaATL4HbO3pOJ8w7coSiZGw18YHi25pwOm3MZlqFwIUqGAL8KSriXRQMVW1PfgwAH9HtTnYFgk/JFBQv1bOkygxly3hngMh2RytXA5GE6FAAEiT8sJEXMhcGQq0PBM5Gp5rQDJe1WI3qhwjI4WDKme/2wWKhSQpZXkaMmQLMjTrl+cU7aWsRQt/BLAnqyf1vnuixw+fLgWVGxmz3/+87kCMc3uda970Uc/+lGGLjWDE1QtfvAHf5De/va302WXXcYQKW/2GfvsZ9sxtn+7FoOKzYx5FPqANS6CU03hyY39rMag1QDlWCAICJUGfUhzHsDBmkT+VR/ePmOoEIjQjA6BiP4r8ZCsHiPXA8YSW7l0qUGHyUBahB+6fDMRK+GqBi80VJeyrKlGmfNhkAnc4A5wKqJFO4iqLVWgUHEjJqqeXiwBD2M8/DkboP0lrEphjWj8sZzN3GJ+NqFKus3eGz+LFeV0LePOuIaJtnPtOg1eRW3wcLALLuLyES3aGRl8jY0LxaHHM310uKDxEX0mj1Puqg3jigR6VZSJNMZD8nE1k2e7Nu+1daTspjRGojFPqHdCy5GafDTp16HBqjOi7imZwCP4wshVDiUZyonKDQQDJS3fA8FESXR0JOsXEh/LHQ5CAHuSPhrwl1Iaqk+tAAlJ0nJSVjlf8HNMgCaVjt2FNsk7KHbxxRfzayv73d/9Xfq1X/u18Pmmm25iLsS73/1uesQjHsHbHvWoR9Ev/dIv0Wg0om5XiDAf/vCH6X73ux/zKeyYj3zkI/Tc5z43jIVjsP10LAYVU0wrePK8RySPyeihR4xT1EmBCaQwBYE3OQJmg3Tts4ZWKQj7LThwzobIz2r1xEOTWzKGFlCEscN2/YBgqMW5CBhvHTMozRDkpku6goiOzM+f5S90D6ARMckYbY/MJFVrjelcCT9sbRCcJxBEtXnj4U+Tf9wTAhCbWW0d0XObUEzfOLP5LN/LZ/u5XkfiGhJtD42R1gsFpWPlFGRVVRHwIU5wWhJSRVZCGRL+SbdSnpREqfBDBRJdUjLKQiLDOmTjeCZhM9dTAgh8Zk6pobHHlS+ToerASphSHQnQa+1HgQRFkOGHuE2/8lG4YqFjFvZdGKalfLOukNFn8oLumXfo2KGFHfil3nl8kSuvvLL2eWFBfj9f8zVfQ5dffjm/f+pTn0q/+qu/Ss94xjPoF37hF+hzn/scqz29+tWvDuf9zM/8DP2bf/Nv6FWvehV913d9F73rXe+iT3ziE/QHf/AHp3U/MaiYYixpNlZH2zpC6uS1CDsQG5GFbGv2aEEBoE0AIrpKB090TDTNIOAaogwjkzhAqF2ms+RmWlWXS95qfSxCZaPkycmLjEcvKf8icCpCoxuH2x45ciZL0ZV0/6xDf/Ksn6FUG+FFixbtDC3wryTAD1VJ3RyqoyrfGJIQvtJglQvjVzVQRyHuqPGjpjzU7Hp2H00ZaZ8UUShnPXrxY1WQCVacco0+wxjRokXbvmEOHRtSPuoznAgN78CDMI4my9NbXwntf9VZkmOgCMVZf1QIxgnll8GDF4Io+wpMnhZ1J96sPSRY5XKhZHgTqgMchDBHQ1UmuZpgXIqE1i5OaHQopxyByIpJQkmfiWwpY3I5ByZcMRFuBa6JgAIcDVPO5PeAXq2kUjXpF0RHRlSWCd1tPaP/9ZPPCZn2aNs3EMLBvXj2s59ND3vYw+iiiy6il7zkJaFHBezRj34096Z48YtfTL/4i79I97nPfVj56XR6VMBiUDHF2MnvgDOhpUZ7gBvvgDkLnncgAYFkJ904HKFbT4i6ZKzxKPg0nqyaIdQHscjBKp7aVGK0AR+P7R0CVauyjtlB1tacE+2aaypSE7hok77EduAk0aBmlugrxZh+6g9+n57x6G+mhz7oQefkdx8t2vluE/Ku3vl320Oh0iusmWTs9AvUf7ZZKLU2t1enYt2wD3jos7n1Y7NrBzGKWiGlLlLB0EpesGJAES3aGRkSiae6lB0dCESJZRwTStOC5maGrLKUDzrSrBYSrQPle/J8E8e8hOS8krXZF4FMLPpcYBtUoLpSeQD/AYFIPiMZSfShIIXqY8xsHYGKNLFD4z2Mgf4XGcRiMB7g2Ah4+ARRlGJ4Nu4bjfq4G7ioPrFSlao9sRlkW/t+wS9CH43erV3auLSgWzslPfdNb6anfuPD6Zu/8Rv37J9jv9s97nEPWXMb9qAHPYj+9m//duq5T37yk/l1NhaDimlmHAiNoi1DyNk3cCm0xGdCKTVegn/ghznW0g3S8xq1esEfvYPBQYfr7G3HNGATQc0pNM6qmtXwpVx1RXDSqgfjYRf4n/bjQCYBC8wdKdH7B2v0+Ntuo4eexa+TS63nmBx1rq8XLVrNGipL4o1rgsFKCpZEqMUQeKK7ztheO6GmKBUGdtb2Nz8lQPGN9RxyQrb7EomN3EqmcGUTqvfSgXrMDkYU53odiWtItL00RhxspJRAHhbPf4jAQKY1Lak7O6ZRVlCuCwnDnzgZqnPEVwvxzIcPg2OYsyUmUvNyLgID9IngCoeiFgrMN24CTNzNG8dyv4pZvT9OWmpD33FJZK0QXOKU1zhUHXDfDNGWQIMhVjyfdcFwayWCHFRJOpCXPUK0tFDSX2ys0aOPH6dvPtvfafRFds1iUDHNMPEGqTwurcyIv4thFooTgv2Thy9H15hfiNjxIFWFJ2twBWddoFByDC8WRpLmfhWV8pLxOTiroBOM5dfmnfwj8yPquvOeAGpSsawUpXCKfE6Uq/gzyqWqYiWVF117tGEXyFVhLBx7cDhS0aLtgLXzH9jBDtAlIydW1cSK4FSvdvgAQwaqT0j52JingQkpSYRwZ75amlTN+IzTxeb6VYTAI2A8HYeslhlp3FPsbxMt2lkZP4uR0b8VzR0ki99ZxUai5XRGqoslCNdCiEClYHTxmPs64LhRJxXIM1AKM4U874cJ5YdzHiNb6khPCrgD8yUVc+htgcoDuBbqJY61AlkQzd9MNDxCtAYJWawX4FoAZcHKT3rPPal0JBuISmRd6JzshM7d65dpV3CoSR2C7C1UoiA+o5wQ+C3gi6RE6xeXVCAKGpWUH0Jks7f/HtGmWwwqppkRnti0t4RuDz0fjNRspGyGMTkVJysraIXDFJzCwxrZSFaCwqv+ADbVBj5eJdzUP6hw1UbO5hM0IODrG4yq5EwELxooTSr3gxcWqEf5Kou/BSV2mfpMqGicjUVJ2WgHyGzOBMda4UATcCTmVyifCs56E5eo5wYYUQgqquOsoR6vMLqdxzLCuG906UofltjgTfrADzfPyYgqKVLVIkwgQnlf+j2rN65kW6vS7JBFSdloB8mMbxmUHBMq5rXxHZKemuwU8rYeM0gFcgQ1JhCd+RiRouYheyXzLvBsF74E/BJi6ddiNuHu2Qab5uuCSwHFp4RocEwlZtFrAmuEHZNX3bPTAZyOktL5ERXDlMo85fvrnEr5vNGhCv3ROynjINnJvotxRPW7o1qByghXSpYzost24ncafZHdshhUTDFrKMOZPFZM0Eeq8SPMsbcsnpOMpU1Ijgxl4oqFbsbcU0naWukvQCLkAkaUCiUSPV4ChOoaIGMV1qXb7i2rsgwhmVlU6g1870oaDZ6DBSgsLam8kGjRop2ZNeZWbZcJP7g5W+tv4WGL1PKzsXZUTn/jmv48D8/U5lXVWlIPJMJxeq6vjFawz1BOaRyrlde2QClatGhbmz6LAxICAcaCLg55ykgEJkyD/Kz9q1CJYP8hkLdV3l4lWuFLpOsiBYnqBJIauEZnnWiEvlncpM7dQlCQSmhwRK7DErHaL4eTn1jHeC0D8TulBDyLmTEVZVeQHGiydyqhbKhlWl1HuNeFriPjrodNyffugNs5g/xrQp0VrWRE27cWg4opJlJt+jDM6+To0KeCN7jO19Z0zjL/OhlDtYIVFBRKpSVJexCz4hMrL7mKiB7H57FUm2QiMXm5GYzei1VNUIkIylQaAHEZ0Zwan1nwsAaFKmCsVJUdjFMh8nM74BSoA3NOLfoy0fbIAjJIIYxhLTHxBPvbTCvOQQ095Mv8PkHhgw2DSzkp6uDEq8cfGtyFG9NtBpf0AYYOwLGArkXeAnnc3adBqSamGq5jx+5Y16o9WEfiGhJtL00hTzSbi4DKaoeKJWQ7hVjNkKVZSRyOZyXTiEoBoEWcZNxIubN26JyN1zCh4SXIKgLOnaqsaxLGRAVjfESI1UyYXkeFQRAPo8vGlMMTgU+EbtnafXvcl95enIBFpQNBwkqP0o1MfRuIzKRCCufgQ7gfOYjfKJp0DWlR0nC+pAyk83WiuVuIBhcAui3QriB7ezYWfZFdsxhUbNNC9YE/GHyp6oot272Uom5zf7imhMJlSMv8hwqEZhYs4afdu+VEVW5S/oYPBGrXNS4GLwQa+PgMpUG3XYXFZzulmgH3BhEO5N+qc875BIwW7Ty3ABlsQoAa1YrasyYEA40dQWWuvl2BibW4oAk1aqVV+2rCxE24bGGjsFH7Ds6ahG7Z79fMaXcTLVq0Tc2e08xfKKlYyIn6hcCghp3A06RRtQCwsz9WPwAQKOZouoSAm5fs8MO5nylpdCgVWVf0owDfArBpVC4MINFBN29heTO8aq6kEtcF3CkQO0VKFn5I7w5IPCG5kHC1QXppSHDCDfQGVTlUmm8inkE1Q4fqkEClWHlKeKUHxTk/Xy0GFVuZPVXtNxUexvVSfyBRagOaSsbVJFB0HzfQQ6WimqQs28az20OPtKyoGEVRddBzMqewYM9tm8+oNGByQuqtVwpHCkGMQfo8F8Q6Zlsi0a6rpPEAobKGOtGiRTsz8w9C3ywzmHIhsmbwoBPTDm3KzE5wFloEFWyN8jzv5v1YoNG4pUDMtkpLgGK1BAcWiHjuRyP5ES1atDMwqxjC+T+UU6cHknVC+UYmfAhDSiivgXtAmEALCNTmWyg3i/0QRTGgh0R+uOAkIjpdC+EaTfESStfh4CeUI8gQCgb1TklQgcpCfngsw1pzPYV5J/2c76F3R1ca2nW02qJQLfTCMPlbFoRh6LaMw4ED7gl9NrrC4YBfAiK3QK72+N8i2lSLQcUUM8Unfq8T0aoCcNQFe+Qeltzp0mnMkoM3MS9BHXqTX2Ocoyd4K+bR8TeowRUPOOWRqDgx5Kmr+ENSGTisLQgobLJaQzv4LOsOYoVSJbIQ3PTGRRd4ZQK3Qhajhsc+C4sybtEOkgWVJ/lQE1eocw8aZYuaY98IEpz6Eh9uy0sN8hQOnuBWTExjJzRR41D4Q0JwYCTwZpm0hbcRjnXXt+93lhYlZaMdxLUkW+xog7iSxuAsoJIwSijXZzfDmlA1SKCopERrJCDncoY4QYmpmM25OtBZTqkYZTxGdxUQpkwI1hgPfkMqfarg03ATOvVfGE6lZGpulIfGdkNApohGh0uuoGQLIypWOpQPMhocFS4F7q93UhZDcD9mj4uvBOjTeK7kIKO7ktDGRZLMNFVNXCs/mlP3ZEaZ+VI7YNEX2T2LQcU0azwILUEXCExtzrZVGsLD2J1ck2usiE+8GxWJoBNf8SL4dIVChSqFdeJWTLRADyop2hrZuvlcb0AwLMPgVWkMD2mVk5gZiBZth8xDES0wsIdNLSDY4vzaA6oOwaxGrnZPLFXNoEYlZaehlOSUltKDr6i07WuDc0WLFm3bloCkvSY8hJDMhKeA3g9WIcR7laTnvew7JJSspTxvzXcImQj1HxA0iNSrbgfEipOjAotiPwC8i5EmKFF10O7a6UAa6nJi0xr2goiNxCXzOJSHqlAsuy4fj+SqQr25YpJLhaXUz2NOfkqggq5gAb0RbV9bDCo2M+VMpEG9BBuVTonfmvWYMCdfjxPZNnXGUQQAntHxHcxM2SAZahUBJUJkHFA10Otz4KDlQumQDSJUpdzE56nzzxPWek9wGVSDAVtgVJmKyVB2f0oCD0pQ7t5C3wyDPm3H4dnK+Pdwjj2L6MhE22szB8BznJu8CC8ZOwFpchbgR9XYVeGiGVzUuVfNB3ItPPBJBFewbOKv61UTS0xMCUjc2lg75nxaR+IaEm0vDZ53P6cEOCI/n7OS8nlFG5QJ5fOF9MhCxSKvXlBiQu8J9INgefqAbpBEJiof/RMp+wB4n6P53UxBOUvZo4cNUQrZV26OJxwHBCI4dhaytLgkuBXwG+D4L/UoOTIkAlpilFK2lnIlwsvPjg5JVQVBBPerGGJ/yZK2/JWB7uKKSclQqiwH2Vub5e2ERV9k1ywGFZsZKofQgNZJmDo1KC4zKjeBpdi04gCFBWs4x849Q4zQ2AVgRFV8MZiB6k6je6U1vONtWloI6lAQYOCsgd6XTsraNu+gWKYCAYQSwHkyW1ACzoU23pNARZwHXmRwfAapOWQaVN+6Y+mHyLGMFu20rMYpqCapTKVK8Sm8b+Mh1EQZ9HiIxbdm/qs1oTWj5zbWYFHaL6dMZS2zZCYnFvz9mJysLTGqahX4FuEWWqKHnQoookU7YAa/oHdjj7IV8RmScSYBQgLYkKg8SaAAjoI82wcXFioIQzQ+WhDN5JSC53BbP1QzEDhwk7n1lIYXCRwiXcu467XNbfSyEvUn+CaAKomfwFL73ZJGh8U5Z78ChO+R+hbLyF5KwMOKTWimpz4PgpnxQsnysJCTBXcCF0PFY3RImu/lR3Lq3dKhmVFOCxct0tIdR2lUClwr+iH722JQMcVMijGYYZZtm6886AmWMBTehX+QTza3E1ZSJfMasnowDSjkJsoWTXnniPj29s2ffI1KttaqDoaRtFuz7xacCHyXkVO5MuWpaNGibc8m5uJkhUK11urHVQfIj2YJoEbk3u59aCKk6dy7cSb6T2i11WgUAf4ZTnS4Kn+PLfcVA4po0c7QTNCl6/iZ2pyOHXznK1jFMTznkRw06frCQaAsAQnDOEiCMhxKjjc/hNEUnOBEuUKCB57y4HNsoAqiSc6uWxJwT9bnxhIOqIhA0lah1DgPxk30UMUoSsq7AqPiFyBW4KiiArPYpTxD8FFQd9ljyKPtR4tBxRRj+bZAgqz4Csx/CBKsFXfCFJ14UqOaIfPYNZ1zcCaRmXYXkx8BsmSTmtcAdQhwTZQJQzMc7ZhbbJKw1MY0Jn1rmQuuoqIYsY5JrAuFQR9QvlTCeLbcYQUpQLNYx/qs4U+xi2W0g2Ohk7X3vxu0Aw4svNyjd/ztf775ZDO2r/nw7Q59m6pTyFVwoqKCQYbjOGGiiQvjaRnXK9y+E68wfkhD7npXet7FjtrRDpAhEBhdOqLkFOSWNLCYQVc4EJ0LyrFtnHCVATwHWIIu1nDu0Tl7JWUoE3pLEODYRRl6T8A3QI8L38XaUBiGaAhy9VkF20Z1I11CB24JFgBVMjVL5nZwvwrwI8TvgKEKAXgT/I7+kkjMoq/Gwg0CdRqiU3cPl06I1jPevzHq0PDqC2l0LKdkrqDO8XRn1pToi+yaxaBiigUokX02vWbtWcFQKE3dyUREICETlOXTzE/QyN0y/4BMwVAOhGRbYeMpHElO0qge5UnlS8Dg5Av02sm8uoqJ72/B5CjcC64XHAhkOSadjdADw7IVCp8yBaxI1o4W7fTMMvtmVikIc5GTbroxmVSLCu8t42jb2yoVm3ExWnBQ4aFsQg2Nz/zWeFSW2LAASPFRIQhqXtvfwsF4hkaLtruGZOByJ6AFGGp0AngiwIiAj1aIs6o3oQrQXUan7IRGC0Tjw0LURJBQQgmK/Y5UfBSGPhLNXS+chdFcRbpm1SaFdkPdifka6mOAKzo8ikqJNsxbV/WnbkHpbM5kbQQUCC4A28J9YVyWjeWeW4htVOnJJO7hGm0ghylcEA5UMmKoFwIVcDCyoZPXjrYvLQYV08w9x2EehRSa3hVEF+YlXZl16ItFQWvwInIlLXlSpXsZLyM4+YmTkK05IRXpe8KBgENijr7nOzS4Dx5awZtdLwyPg3Zw7LrEJJO9dgjH6ByVc2YxGIq2R7Zdx7pVlcmhJnkYl56rNbEKzn075mjb020zOJUPbtr2TUC6JDjSGsbuzPdzvY7ENSTaHpv1mpIP9X413LtB5WSvLEo6kqR03UCSm0yKvgD9IaSTNhOfLdPRK0JVAwlPIU5DMraCVnHAUqq0vFU41SeBj8MNcgPKQg8Icvh4r+uHwa9V2YmToxwESXXCggvjhwiao6RCOZ+obqAhHlAW0RfZ37bZ4yKad64VYiSTyOAIMgHQGOYx84fpPc95Dt2NS4YyAULFoCHryooLXek2CTMsoihJKZma4UpSaWDYETknHxPXYE0q98aLivXAMOeA95tCVIVlZFKUdtzmPhZcpdAMgsq+BSUrVDFRrhxIliESpKJFOw3TpMG0fUEZiU2bV3kuhuKlDddcE4uFo2HrS41RrQkJJxPdTDY07yW0wzB8djVSGNpEKPgUcxz8d6xVS9QxYbJ3TC1Gi3bGhrmH7D+e94qYyKHONFdwZaCzlnIfB/SBeNq9702v/c//CWJR1D9JNP9VYW6xo4+mePA9IMCSEWVHhpTNjZgbgaZ3wyMQp0G5QCBRDH1mWHdCvcWS5WMFqim+AvwCRjT0UE0ouYletipN9QLvKilZjGaEagNEYOAfbRCtXyyJ1/7JhDYuSLhCgu29U0S9JfF7uOs2fKz1hOa/nNHcdRkNLhC4aLT9a7FSMcUCj8HxHYKyiUrEIid31coS/djr3kC3FKrtzI3mpGLBUxrOOgYIPIxqYoCgVAKepJwMT8ZEADOXEf3S1z6ArvrX6+nPVtYE66jBS9GTcTCpORhQRSc73/pNMK0DOtdQWHAwJ4xh6k812IVlHRyPhEul0aJFOzOrUyaqbQZ7qh3UQsAIjWv8mI7k3VSMsmadvuLhSNZW7eAfDL+U4AFwSd6uKi01YQq9ZrCaUEVdoc7tiBYt2tmYVibgZBunAqpPPP91G3yOvFPSu//5S/SRq/+VxpTQeFYgTAmOtef8KrrJyUKQr3QF4q1NbrF/PCNVDygzVWRSoo1LiL7jUJ8ee7+vof/695+jlSKlzjLR7B0Fw5Q2LkxYYha+THZ7VyBUDGdKqJhFt+6SlaHG8+JLoNEdByVENHurqEmN0QhvtuJ0cFJVeRlM3u6VEpzEoGJfWwwqtmlehCmYpvduLhO6ZTQSqUc44Ip/DgoKNVwRJkkD6mQysprxQ1HgCkroDnTPTEq64pJL6Au33kq0JkGF4RyN+FPvqmtjugDDlCCQsACZ3K5tjopxOZrYaN9tdwcsdrGMdiDNiSQ1p5ILC+rIJz+X22kL1Y6m+VgEAUQl2VQFJg2IlSnd+fWDj54y98O9NwKazY7eqYUkdtSOdtCsJtQQeFkq34rPgAp1iK4dEl03HFMK5dgZ7fVgUCn0nLDKIvyAjUxmZRBicD2v2GdI6MKkpLmU6Kv9hA7Nd+mKSy8WTqZBmaD+ZJ24Z5WDASl+zFHEMto2C2pVfNtAY3TQgVvuHfecjSTOgSAMoydQUbFkq/pRDLPSKsmO/D6jL7JrFoOKKcZqTpA208ye/U2gDMlOvfV/wF+6SbfBlPwkgxCVwC6ikd6KSD4FCINxNI0ArnCmu5REf/asn6Bfe8c76F1Li/TDf/fXzJ/gaaka0YjaJbBQ+JM93xmvKPv5s0EnlOzNgQdugyscpvykPzE2SpTaV4ODHFaFSKQpzcGYE9Gi7Yy5CmDgVzSgSEEhyjv4Rtj2RG2rMTCUsQFr8oxqOSgca8kEB4ya5E9swqWQqmrVq8KU6NqObV57sqrCwPCIoYwW7XQN7sNays3tOPg3tAEc9YUx0VKHe0twwzr1NcqBNKULvSfUF+hfsEG0nFFx25w8/7U7NsOa4BCuoneWOPfY/4y734Oe+MhH0ve8+d30P5Ml+n//7qOUZqoslRKdOqoKUWOBP4mohEDA0fwuv9uG8DJG6KfRYT8CMCrArPJZ4n4VkLxH0IAGesyvmM2JLhhSudgjGkjjvBTBxzChheuI0nvt4b9FtC1tXxeSXvrSl3KWzb/uf//7h/0bGxv07Gc/my688EJaWFig7/u+76Pjx4/v2PU5e8/OdcUx4OgcJUd2zgUzHAjNnDmQ/g7SiVrIUbwI5CLfVmUZ3IXUgZDmesQVil9429vp708t8YQstHW93JT+QGCgD3KTerNqCvgR3KUS1+VMRkXaYjlZ/R5B0cmQFVCFAGlLFRrsdyDY6J34hZZ784p2oG1P15FkitACw5cqiFHgKcB80KCZxbAWTZhlC7yDb8Qq2S/Xaj/VMp61dSFcv1Eu0VGMyyFkbM/Udl+27XvvhMU1JNpBWkcUdYAKQIpgAXHDRkKd5ZR6N3alWjGbc+dp9j1WM0rGKSs8dZalYRyrQg0TGg0yGlEqqlHKDRVfRSldPaluCJ+C6H3XXU+/8Sf/i8bozI2A4JRc35KOxUJOxXwu8KuFgpWm8kO5BCy4zzt6lCx2iVaz0LQXjfAQUMC4YjGuviffKzpwH+9RtoSAQhYNlp/loMNBOs/Goi9yMIMK2AMf+EC6+eabw+tjH/tY2PezP/uz9Gd/9mf0J3/yJ/TXf/3XdNNNN9F/+A//YecurkoH/iFrgUJQRTGnwR/jJGD53LyqavgJEfSfzaFQ52IlTejP19boOqp6RwQolSdKBmekwYtQPCL3xDBsVDNzWnMcqt4XXDVhMrhLNvqmeNGinYe2F+vIZoJKMp/qfIXw2Q5oDnQ65gUmqje13b64UVOV0Z9Jy8V9UWR7N6E/Y4Ei2p3E9swfSZS4zL0jpPs0k5gXM3mWAz0BgRcEFetIDGJ/KtUDTYgyRGnYoXGZUo5+FTBNJNgc5WAAvas4aUn0+VFJH1kc0AiQpJEiFkLCFFjtIlQt+Nx+oRUQJDISorWMErwGaSXFD9ekV/E6eQ1ySQ18r/RUR74rrsGniZPCMKi4luxr2/fwp06nQ5dddtnE9sXFRfrDP/xDeuc730mPfexjedtb3/pWesADHkAf//jH6ZGPfORZX5sz9lZq1L4ToSOlZvaD4lLDAslRCc/+3FTJ2rVjDW4VIA+lyKfxxKsezJB9Q7mQcZCm0mSJwRTNZPhdqJ5Y0IESIgxZCMZO63VQ1SAsNthu6wyyFKwlDT1r2R46Zp6NxYYz0Q7gOjJhmpyoBRK1P1MXcPgAxCBJjT/pAKGys3me6dAqWW3Ji1BssGCG1wHjVVVNNm29MtqVXKdlDFOu81UW/x0CZnQHSdux+V20A7SOMLp6TRx6boR3SMjO3HUacKE8pWQ5VRiSQp3thSVgtqBkLZUmeIsdbojHHbQZ1ZBwQ10er0s0Pop+EBK8sJsCBMRMyUpTndWUKwu4ByAhcD/jeXEhWT1yEQ00dKyZQnpioHXFkgQ3o6MFdU4Q9U8QrV2GwEKuweqTQ6KZNVGhkubBRIOjsqh1T2U0d6vAvHn/TkzH6Isc3ErFF7/4RbrrXe9K97rXvegHf/AH6frrr+ftn/zkJ2k0GtHjHve4cCxKkVdeeSVdddVVU8ccDAa0tLRUe7Wa4gP54Wr9HZrwA1cp4OiceQmNqoQRq43szdrPug9cCzjvyDAgCEg1U2DSbVgYrOM1IAwmE+urCKEbtjWSqSobHByoskPomukqFNKor/GVRrrYuE7gQdo2WrTz0HZ6HdneGrKVJ92Qk23b7QKKCSnXJrTIjjfeVqNCUOus3XxvEIiWCmZ9jC0qD82v64ml0aKd57Y364hCk2ZLUVjq6LN+LNKtglIoqehr1QCkbcCSFgohT2M10GqAQSj5lTvVSPUp+nek1FtMqLtRUu/CDeZsIEhgjgRBHUoSEKzEdFj9Ip3jrPI0I834uC+GcjIR/OC43incb0KjeYVaq4Q9rovxhkeswiHHd5dT6i4Kp8L6W/RPVnL80fan7eug4hGPeAS97W1vow984AP0hje8ga677jr61m/9VlpeXqZbbrmFer0eHT16tHbOpZdeyvum2W/+5m/SkSNHwuuKK65oPc7kFkMjuwZ8mM1NKuMthCoFn9DILtrkdtWFMLkNImXQJl0A2JFQZ4LH1j4WYUyQN42U3WiWZ/0u7D5DqdNg2ErQ9p39OKBQDLfEJhL4RMcg2vlou7GObHcNaa9EVLvM+W+ILskpbk7WG97VR6joDz7TsMUvpcGbCByJ2qsFhrUVwdtjr1o+Rot2vtperyOALIFbgKQjEpCMMvC+h8GOoKI0l6uTrwIyypngJUWrGMFfUF4mrLskPIfOoKTOwpBSNLwwCduy6m2FRORoQdSkTIGq7EtCVLYpTAr69+yzEHNAcOB4Rrp+8yt34x1SdIauF5C1hfQsvqckbkvqrjpBnGj70vY1/OmJT3xieP+gBz2IJ/Xd7353es973kOzs8r0OQN70YteRM973vPCZ2QH2iYzO93qjHNDuhQPcA0yaDLrx90grSIw1s0dWwDQr6LqTh0gT+NEmtgU0uQlw8TjHTq0yT0q2QoRPcZCOTSfk6ieswjGq8A5XBoteSGwoIGxkHBAtIGOjW1ELcZB4juY/KwFR/r9QmByNhZLjtHuJOvI9taQKqtfgzDp9kDStsoj4w0ErsRSsFYVDfAj5WZt9iftgoAaTGniOA9dsoWu7vlPoKzMeXEfa5cNfTQUHhoOdt/RJ0LOxiL8KdqBWkfETKmxgidKHwpGIwCulAspmzkXJ7riE6Bx9hKe70QbFwHCJKiDoiPICFQh4MwzITorafn+Oc3elFFnKaPkqkPU6yTUyRKBQUFVsltS/4RwMjDmsX8WyPXyPUvq3QoVGAk2cJ9ZN6f5i1doMJ6n8bBHgwtLmruppJmTRIMjabXkQNlpQyBXw6PwQ0rqrmvvjRlAnkoaACI1Srh6AaL3WVv0RQ5mpaJpyALc9773pWuvvZZxjcPhkE6dOlU7BmoLbZhHb/1+nw4fPlx7tVnAE6ssa+2JqqpINZiAmfV9UDlWH2gI5Mg564WDQzkcddNCl2vchza5C5e0gMKI5VxaNFlJX0URHGYgdpvzwPcm9+Cb503AK6JFuxPYTqwj21tDZBKZ7lKty/Vm1oQ8NV/tp7j1p8p01PSemvKu/mX31Kxy+uHCuZM3YtcPkCu7jxoLPFq0O5edu3XEekFUXaYD3LqnkKfM0A5J3V/JwIfQ7tiIPwCHSkvqLcv5qBDwugQoEiDYo5QhSszXSFMqTRlOUQ8MWdLmu6gkFBkSlVKVwFg5qhUzhSwro5RGy33KS5OgRSUlYS7FGFAuVpmS74YkKO6ToU5jBCrK5yq0yzdL6kcY5flg51VQsbKyQl/60pfoLne5Cz3sYQ+jbrdLH/nIR8L+a665hjGOj3rUo3bmgloulMlU72DFD34rKnhyo0mwMmxKS3Va6YBig5Aaq8ykSMBqV0yDTzlIlR+fYxlMaqwPShwPvA+DNzGHoqqa2CzkcRFQ6AIUKjB6n8yZYGyluiIWwJiDsRNEy2KPXtGi7dU64pME/m/SJxEcDMqrutV5D1t4520lhFq10yoI9fuyQoV/hSRJc757LoVvjFkLeiphilZM105YXEOiHbR1BI3khgln9LmqwI64+AH8Qs8KJxxjSUo880dHc65owP9ArwsEGl1UL1DpAD8DVQCWk4dsLIIKgSPB6feoDCZUI6BR8ZjuckLjuYTGfYExMedjXkjabMOUNk7M0nicctBAqvo0wjkL0g+Dm/MxR0PgT5116UeBztu4NsZF8MKcU+WB7EhgEX2Rgwl/+rmf+zn6nu/5Hi4xQp7tV37lVyjLMnrKU57C+MNnPOMZXDq84IILOML/qZ/6KZ7AO6LYoupO7LzjY1HxCoqO/HUEWTULJlRRARF/gBnBeQd0ibtCCqSB1ZyM3ITjHKY5VBY8yRsyrykmZJX5k34YOoZCovBHi3KhaUhjPzsrCj8ICAXVhcYiwJN1WJG4EywajiSeawCCsmfMOkY7H21P1xGqJyI2q1RY52tTbGvsrAYyOKRt9467K5d6QrWoQMka0nrtlgppjaPh7986+8pFpLEe1KWsQV8NF1X11Qj8kGjRzlPbs3WkEMd6jOZ31ox2VQKGwSEkBNG/QtSYUClgSBSax21klKBrNm+TikaykVLeIVq9vOCgoLMuVQkmgLNsrfa0GFtHbiFjw9GHH9IZivNvYjRyPFH/9oTWr5B+FelSh9Ij2EFEJ3qsGpVBOlbFX7hCkRF116VisnKlJDVnjqc8FtaN2Q1UNOR9d51ohP4Xc0Tjee2uHW3f2r7+5/nqV7/KE/aOO+6giy++mL7lW76F5dnwHvbqV7+a0jTlJjNQUXj84x9Pr3/963fm4nhOJiU9IulQmiZ0VTEKD3ODNNUyjdaPQoODbyo71M9S+lgy5BIiZ/bw2y5KJUnZsVVPiGYmUUjZRIlKyoYqhzuGf6DKgTcMiSo5gDHyVAXTkoOtOiLntVzTqiS+74ZWOqJFOx9tT9eRhonjHbpHTOwDb0uPmlRwsopDiCcahGg3kuhG65gtx/lhJYNQJRMmx6uG3WxfueVxMSMR7fy2PVtH4G6kRN/a79FantMnc8UjgYe5Ijho5ldw0lLhQuAeDFPqjom+ZW6Ovlps0Be6Ii0LAwyq4Aa5UsEox5p7BLdBYdrs4AMKhUrIsRH3vyjXMh5frueqk6miI7QpMABQ8C8wHkvS49h+IZ8RtLDCpPggCJACTFzFcRBQ4By+lzWpUiCDwcnNaPva9nVQ8a53vWvq/pmZGXrd617Hr90wPGSf9Y2PoH6vSx//278SWBMqDahEACak/ARp2lKRsIFZfPqDH0qXHDtG/+eqD3AcwSRpNIpBhSFLKBloINLoXu3VGJhwDTk3dMdUkrcpUVkQYWVJlCuZTM5ybjJZodQguEmRhAvKD3wBmfChEzdV3S7lvsQV4UCGGdxn//tMSmRqz+2icK6vF23/2V6vIzUnW7GFga8VVJ0MpljBlMK884pPVm2wgMEqAb5PRKNqwNWEcCteotb10MHagTWqVqLXA8P9C5Y7ZBomYphG35xtoLbOh3UkriHR9nQdwRzqlfS8xz6Wrj9+nD71iU8LbCkn6t3eoeExaTjHWf0VCL6klJzs8THz3ZJe/iP/if6f//OXdPXadUE+FpWL0SERh+lB8Qn+ASoiq+ZLoGu38jSQ97zrgIoTXUpGGc3cBr9CYE/WJA/VB3TvzmcLGl6CModWTwCRmhcpXHTa7t2eUXdRIFxSlShp9nhC+UxCw0OKjpghGlwEOJf05+gtVnwSVGt2Ij8RfZEDGlTsqSn855f+4WPyaNXKAu+yplDKlwhQJkxsrQC87B//gdKkpBxKBaragK6SoYs2AhSGO9RxymYcxa+mlGZKrlZpWFs8uOukQq8YlwguhVZKWDWhqwuCduHk4bX6kSKw8TwLwBq0UyflCuGyQKlQDgayFTHZGC3aaZtJs3KQYBUGriQ6D9wLJIQTXQXT5p4lBZrWdl7tJqZAkYMEZONUD1lqwKuEv+XWRB851Xgd7hwLZKJFi7Z9w1oxIPqpv3kfjfnx3AkqjegVYf5A4BwkROuXFeyIr45Seuq7/jstdiEvm1J5JGeIc/dERysRotbEkKeR8jTcFDV4U/G5OVZ5GkOpsgQ0qWQ1p5nbUupsoBke0fLdRfIWHbRFKKakjStG1FnMuPdFchJdssUv4QZ+45JF4cDLGM1L3wsOigYIaLTSAUL4ekn5qqhTjS8FseNgOOfnq8WgYqoldCNww0bY5gmrzrU2o0MJMvSzsCxjmtCN+M0y7tCiiBorMzAkhQjlAAo2X0xDmrWetZu3q4xMQK+anIww8RwbUx2cB3QS6lFCn81Lyn0a08Z0zkK4p51IEEQZt2gH0YKaUoN7MI3I3OLEs/m56X56iJOBp5qnCnlTz/fnmrKc3acgDSaI2bUBpwg3TBRmdtqipGy0g2ZlQtdzY7iEUsi/q8oTv8DLhD8yEOlYQyfgnFFZ0pfhi6CyYYIxgE0BpaA+AqMaoCLFiUiFWLPcvMjPIlmZLSWUoxYJx36eaLxQUjGHcxIqtOeFwaaNM8r+Crp5j1WOf5AxR5Mz9mVCd+2VdPnFXfr0YEyIbzhJylL24jdxohPoDEu4ME90h/plRV9k1ywGFVOM/wTg1Ie+EiqvhliC5dFKwRGCyIz9QXFBFBmoU1DSVXIDFoFhwlhDDMA9JCDx2sNkEsKjOfRBgUWvxf0pIPE2o4pSgCHgswYULAeneAqMZ44AJNoCfAGXHYPMRfTT3/xwuvSCC+g//ekHGZrFE177UjDRatyoyFhH7YMxJ6JF2yFzDrx30FPXt4Fa9ltSgJtSajRgsCesI0x4dOSIRpARiNPNgKB5L06iuplE4DVI+/K0kb9rMK10MjIKRHL7EMuc0aKdmel8A1oCz33AiJIiY9+juwrYUMHk7GyQMqEZAQWLxQCxwI1zJfBAI7t8vSOE6zWiwVHxH/qnElq7UhSi8m5Hm+EK/AmVg2SdqLOGxnNMNKW1uxVUzuZEMzkN19KAcsBaguNgoyOFSMvCB7oM1YWCNpZnBIqZJzT3pS499p4X0U895fvoib/x+zTcAJlbyNnS5K9kcjp8FlRIGJJFCWXov3GXuJbsZ4tBxWamwUHIKGJiwtlmQlGlgsKwJtZ5do3tzAEYZ+wAsBPAD2/LJ0p1A9u6IFVpfwiDT7FxoFLdC//gKKLqdi1kbqskWJXEQaHMcdCu3KYq+cqr/i91EZhgrrvvi4Anx3dD4z4sSNC0NqlJ7XtxVsYRzDmOTITQEi3aHpitH4250+A21Q/H2iBrSuWTW4VDP4cmM/WKZRNCNTHVfGXEJUCYg4XrFfVj2JFx8tatFZZaGaT+FevXdE3xzrd1JK4h0fbS4ELMY56mlGQFJTM5pWh0x1zKkqVb4a2Dz8D5BzjoxpcEsmEd8OmU/4y7JzKuJACmxBCqkmg0TzR7kygvIXk4PAIVKbk0kpmQfsUxnGSEEtRGQkWZUgF4NCtFiQqmJDSrnjeAe3dO9qnod9lt6oFUHhKhCX34utvp0696Mw1OEvVzIZnDGBrVS6m7ImvQ6j1Q7RAfCwpXdtxZWfRFds1iUDHFLGCYQCQEPJSWEH0G0I6FI48N47QKOCxhp2RuDjK0qYuNG5KL9iBvPLStKjHRbK/lWR3kHy0jqVnFL2kQIkIzrvOt07cWaJb22QjBULRo0c7IalAnbTQZdjquRXC8XUft+qmtFUNPoK43odvGfSncycaXW6hzqCbkYvmaWr3drIgZF41o0c7aGEUAmVirVDLf0XpnaX8KBBCZcijtuY/5iaQjfA9GSgh5miFO1t8K6wV6XKAXBLgMufoY3SqpIZLyzncplNOJa42sz4V09wZCg8fDidZ/a0Oyo3y8JkSRzDiep3TrckldStgdsmCBfSVL0KrcLeTxcS0Qy6Ptb4tBxVa/HYD9HF6QJ/MgoRwlOetFodE3S8aahCtDl5Bi0EkC1SjGLireUYlMedCp1YGaeGdVZQq3tF6RsQ3HiJKh9cXApKvk5aybt/SxYPVaLpNqT4sextAKhlU9uPGNOic4h3GcKL2eu197tGh3DtO56hWTXOdpSep5NaZwVsVp8OYTGvy5+YCtoJOtcYVGMrwuta037jaDPFUzYRGa3VT3GioszcCj1mzn9H5z0aJFU8Pz9/CI0pNdKscplXmXg4dsnWjmBNEylJXmFCXJnbGJxoekLwW4nuk6mlwllELhCT/1mOHFOfss6F3B28FXKMRHgc8AOJIlGuHzMDwK1QiIUS0l1D8hJGteJoai2FQeHlPn2ICyG2epHCU0vHhM2YpWR+YQvBBl44TWLy1Z1al/IqHBMbmuwa65SpKVNDgi/hTur5zPhQQ+NAW6aPvVYlCxmZkmPBxsVO3AjSgyxjWiKyU3ikGQ0K0qE+KcSxMr1nZm8oVgkznut46XTICS6gVDjRgvWCdYBzUWTDb/RFbnH5hDHsO4FwgA8J9KzsIqgrmOpbAswKqShm8S7qGodKr5o3I0mlnTM7JIjop2oKwRMOgkZ+ebkwKYv55g7WFElRpTMzoIxQw4G7ZRr8PCsJtNVTtRg5lQf9SLlFy6tPHq0KftfVWthrZGKTtokagd7aAZ/I1jQ5rvDeniw8t029rFNMj7tHo38DvhT5RUHhlTut6hdJBSNpIu1iU4CkfHMmXyhEYIFtYT6i6lAl0aEPXuSKi/JH/ngyPWgLOkMSoESKKCK4FeEtz/SqDfphQ1uBhOUEKdFamClEsdyrkSkhB1SQIahVmh2R7UnETyXkjlw6Myni17wyOy7iBI6S5boJHQ8EjGPgqrQkWi9r62GFRsYYxJZLJT9XBkjei2tuvsBOhBlu1vEhgBi1L8oE3YXLkbHJSkDehVI5PIm4xUzfwJB3GCwxJw1XplV1as4E3iQFg38BDMcBBTZSdEeUE78UaLFu0srQUq5MnMjSAkPDwbz6JaVaDFYd/80WVOv0GetDeFjuN11H2X7dN6FGqH7QlORbRo0c7c8GzuFpT1cpqdGVKaSndtkJh5ReBndbV+cF+qDLzJkopL4Pin3IQXSVCWklUkApx2oB86q+JoDA5rctSa9XJuoyp9csCh60SZCTcDMvSomvB5IIivZuFcTnzqdSAVa3BvfMb9c3+LVb1Ot+TPXBnB/VPBble6BqGaVPZFxMS+txhUbGZKTg7NpVAiRJ8JbgaD2SJOvRGYMSFQPuT9KGoo5jgdptUD1qk6hY1OHla6YFt5QVWkrJqgvS7Q2AYmE1WubYRqm/tBitZVHLxMXKhgaKnTgiTORORE48OFBDx6LSOS78gv9ZxH6wcjOxBtP1pdzjnMf20yx7tM1MEfv8lQtY9eielMbs16Z+CHQicnYAUhqGlGF74/xRaBw65gFc71OhLXkGh7aBBR2OhQfrJHp5IZOnn8MM2cyigbKWoB8Gccd7LH2jDJkYKSk1BTAlkaCc6cyuWEyts6ou6I7Sb9Cv53v/obFzVKoqxAJUF8HFQ7BhdUcwDQKlQd+rcnlK7JddBAb+0ugHbLuNxXC8HNWkKddQdtAiKiozBthopLLwr0qcA14NOw6tQy0eD+Q66n9q7rB/9jPLdT/bKiL7JbFoOKKcYBg/4xQ64NxhhEw0l7WUitLhi8wPDPkJr13bBNUcVgSsgCsH9gSiz2wTE5hRshIGyeT4w/rKoSLGtrpG7rTwG52k6jVKjVB1Z9wDB8/9rZUvfj+zIZihWkKoJWzBBEi3Z6ZsWH2qOkIbwQpKRrO8VMBEIy/xUpenNzXAcNOiYfwI4HZsGBV5Nq3uu0OKcW1NRKLpPQr/A+li6iRTsd407XKyk7+XhW924BtEllYkfgd6JfhMrIavJQlCSFxzle61IJ5aguOAyqJjWj0G0EFbMlDY6qr4B9SFLC9RlIkMH8TZCxlWQN/oZAmIi6qxIYDA+XHECkzOcUzxKy+8URyN0qXyOgLtAngygbwTdCQCFrQu+U+DEGjere1NXvXtLgmNwLd/4+GL75eWsxqNjMNJNv8rCMIeT29UKAFt9f+BN2fMWJUA+fZcuqRnbS1KV+HHCCAR+NgAWNYlg5yjkHVs2wrKZBk5RYjcyDkcS5GZ9VUUrrM8EjVQgLk7N0MC4Lcjiu0AwGH65Vk5AZjRYt2mlayDK0kKf1pyUQ3C4PUwr7akGIn5LTuAsNh7+JwbI1pcnd0KSFX+LqJ7YQseMaES3azhrLxApRGs/u3qmUNi4UfyErRKWRKxC5KlICycyenQis5AN4+gml3ZI6GIdlYlXdkTmWCcu4VjxKGa+3lFKpPozJxhp/02DS8BXg7CMQQU8L+AvFEV0pQKfgAEWCHfM1mJeBBnwDyNNKlQLVCrzPZ5CIFX+mexKdueU7m0uFQCeuMfvbIlp+MzNIEpOp5Ylp7zkzANk0VCLQidL6WVgFoCe9HlDdYEiUtZAY2oTU6gJnCeQkPgZwp44qN7FKA3SgtYKRaiBhnAr9bB0nAb/i60LiTe8Dms6d1YQXElwA47KCQ1+CCCwC/IL2s/veJiGHDAaXIxFk0A6So871a5fs13/91+nRj340zc3N0dGjR1uPQdDZfL3rXe+qHfNXf/VX9NCHPpT6/T7d+973pre97W0T47zuda+je9zjHjQzM0OPeMQj6B/+4R927XtF2xkLRQANzGsvZ0zYtqDfuFr68Mb6YS9uMoWMn/WpCb68c+oDYbvl2o2nMQs7GA67oQZVa5wX4JoqWqEv4XW5xnx2kl2zqWy3Y7/YO88aEi3alqbiLJ2llDLt9YDndjYsaeOKkRCYy5Kyu61RsgDtVTkNXa8HF+WsvoRmu5ijGxcSjRaEjA0/AQpPM3ckNLogZzUo5jdkJRXzBQ2PCEYTPgTgTZjWCEbQp8L6UjB0qhQVJ06cQonqrgPKcgkyYDO3Ey1cTzR7c8KQLShnjheISeHDwwldcHVOF/3TiC78/ICyQQXFhA+Ce125EjAqotlbVZhmJ36ndzJfZD9ZDCo2M36Ymp6z8A6Yf9AXwgRPSpQElUdRyx6iUgAnH0ECw5DwWcuNliW0529oKqcOg2IR7R6E+2CZAXE8wvM+wKbUAYH6AjfDc3ArDlL0CuYsWOCAIEP3C3ayoGIeMnNyA4yNNP1rg0hFCzYcDunJT34y/cRP/MTU49761rfSzTffHF5PetKTwr7rrruOvuu7vou+/du/nT796U/Tc5/7XPqxH/sx+uAHPxiOefe7303Pe97z6Fd+5VfoU5/6FD34wQ+mxz/+8XTrrbfu6veLdnYWfPowUX2HbVF+mlBVswmO+cjrhr6QPUQCAyp05tj7k2oQJr8YVdcOoYtd21/fdOuzekV1IhDSIMM66JpKXc185cN93wh9ihbtTPmdyPoXlB8qWDFpfMmIigvG0gcLPsggpfJkj8pRqhLymhzIFAqFoAPQIU1qGqcCCAxWW1pPuWle0RefJlvV/loOGSEQKOWNgucRRGMkuBjPSCPN+S91uLKC87qnRJN6PItqiPI3cxyPZn0lVynWLklp7ZKM1i/sMPE8Ozqiw/dcpPKCMeW9krpLqGCgKR66equiZrR9axH+tKlp5M2cAiFM8+REhWKYVmRonZRcubCUXeh0XUUPrLQSHraOD+E6VXOA4TEI9gDXCgXDEDySwQIEYCuRPcBkhQycPvCtuQ2XOd1pAXqFYEK7PIqsbEnlTEHFKOWqChacMS9IWEx2IP7ka915ulj+6q/+Kv9sqyx4QxXjsssua933xje+ke55z3vSq171Kv78gAc8gD72sY/Rq1/9ag4cYL/9279Nz3zmM+lHf/RHwznve9/76C1veQu98IUv3OFvFW3HzP25V5VA5/w3UElVPKDpOEYtuAHcA96fWBUhnOpSe3GifTsnMV3Fgdp4GQqD9GpzWhFJoBBXQ0dWlc/w7mxI5Xu9jhyQTrjR9qmZqAoQEtBEggDMhfDwiWhROmuzpPyJHpXoqs2OO3wA7UHVKzj44Gc61g6d06zMhHG7qASkITiAfwO+AycjzYUJ0vVYlwwnXSlWFggoZgvKVolmr8to9a4JFTMJdRdlTRprdcJULxFUQFkS11hLU1aPQsCA4KGzMKL5y1doZX2GinHGlY7VKwSStfDVHeJU3Ml8kf1ksVKxmQEuBAyjViM4mh9IBM+Vi37Jk5wPtcYxCmXABOXOldo8LpC9kSngpnNCrOLjUQGwv2/uYl11uuRgRasITXiD8CjkHoqjI8oXCipm5F5hhpeUD5qdZGUFIZ9zHw3DTOdKnFrOKDvZkYWDx6gWFfTFOJ9taWmp9hoMAM48N/bsZz+bLrroIvqmb/omDgQMIw+76qqr6HGPe1zteAQT2G7VkE9+8pO1Y9I05c92TLT9aSKcUP9cS9wbjKjhbHM9Ac47N6nC2gKHAFDKlNKxnVAlI2y85gwN21teNRiTXjXAnAwC5RBNVg0JBQcTm8i2uPaU+4sWLdrWBh9geEFB2akOdU4BNkCU3TBD6Vf7HETkF42ouGjEvITuckqdRelRAdjSzM0Z960o5goaXDmijYvRRK6g/iLR+EhOwwtzGs+Da6F9IThJCig10Xi+YCefERrcYLfimLJjXwD2hGa6Jd/fpfe/jS78ujto8d6ySGBMQLD4frXzNgvFjBKaPZ7yeej5BV+ms1GyStTcTUTJF2fp+D9cRuOTPT6+6FlFNaEVBCvKJY22Py1WKqaZtpMPypDQaDavXiEAHHBwNUACBqlSONmzZkay1Fb16qwHhRg3tByLqohIswV0A7YhA2FiUMb1SDPBW6v2s2QzHdQgqTeY4bImch5WRjRFqqCA6b0B9TdcU70zNtbRPMe1S73eFVdcUdsMKNFLX/rSXb/8y172MnrsYx/LvIsPfehD9JM/+ZO0srJCP/3TP837b7nlFrr00ktr5+AzAp/19XU6efIk5XneeszVV1+96/cf7WxMidkusKg1u5tgRrvMvvW42azS0Ha+O6KNN10ngVsooeuWDFg/2CUyPEm7oo03Si3Vl6wu7rGaO2Xneh0512tWtGjOmPuwkVA5A9yRyM6jYmHTDzwLqCJxh+t5VAEM/mz8SZ3t3NTOoM9KslYHnQsPJkjTk/ZXgDrxsx/EbiVc82ckJBEc6NqBhGRvMaGN22epVEK3NQgOkvuaLIVcrPWrwHeCIaBg34Wb+opE7oiQQBF4Flc38BN9LWZ3SFJ2D32RO7vFoGIz45b32j2bSdFCkGS4kO6TLKJNGFVtSq07NU97Ps8JM8kDHIGIQpKCOpMGFr6hbooyJxKW3JW7kSXAJlQ5UA0ZQiVB9oFIZUoNpg4lsIXqIc/nudRhuGdTjcIEtgCktE7d53ee8YYbbqDDhw+HzyBFtxngRK94xSumjvWFL3yB7n//+2/rur/8y78c3n/DN3wDra6u0n/7b/8tBBXR7uTWpBL4JIOvQNo27lXTgBppAFFTYJtIQmxyjQk5KXdtg1MZ6dt68mgCo14hbVF4aqpINb/3VsdEixZta4Os6mpKo8tH4musZ8LPhIFIfTKj3smEZm8raT1NuBcEHPfhYekpwagIQKI3EuoCSaFN5xhRoTL37F+AZ2HICc+phFztvMjIFixUI0lKk69HUNG/LaWlkTxfEeCsXwBuJtHMTZ3A+8SLm+2tVfKw6HeBoIK/Zge8CTTUUxjUKahCwZeRnxwkodlfxNfsa4tBxWamFQdueGewYIULmJyawIKUyM2ESp2QqEQgGEGGYJTSs47clR59n/vTj//VX9GqOgOi8ISeEXWFFOZtQLZ2kNLTLriIHv/gh9DTP/phWkZ0wfuBn1IoApcjtcrApcVKD5oJWgZxUriT4SAxkZFBEC1r/boIStBlG8cC9jUi6mjQhOxDE299vhkCCh9UbGbPf/7z6WlPe9rUY+51r3ud8X1AuenlL385w68Q2IBrcfz48dox+Ix7nZ2dpSzL+NV2zGY8jWj7xaT7bKhOlI2qY1GvK4Qu2WHOIkVXKSwEaVnprCkn23vscwGAXEqV5yxICOJM2h3Xrqt8LQ5m2rBKdmxjGzDRxhMTnpYlIdz9+MprRRqJFi3ado07Z5dES11OMmIe5XOyeEDZCfNwdDihxUNEoyMFO/3DISDNCXWXUirusU7lIKNsqUNveuQ30+e+dD298dYbRcSlVzIBWqoB8pxnnwE+zUVDopUOHVtL6a3f/QT6H1ddRe85tSSw7l5Bw0MFddY6fPxooaT8KNjkRPlih+8LBmiV+UbFXE7DLKXxHLpjl7RwY0kLNxNtHJW+G0B7MAQL0PEcDfdyCVhOptRdAcwqoWKFKLnPHv97RJtqMajYzBgzqI9d6yHhYEvhQWq96gxu5CBGEvkndMPyMn32X7/CsUaYtHyQyxhqYPGQMqVD1KGP5yO6aWWV/um666RNhUlNdr2yi3toe1iFQZVY4UVI5qbSYrhGI5ob/ipAt/BR30tfjgoedfbwpz2QVTvN61188cX82i2DwtOxY8dCpeRRj3oUvf/9768d8+EPf5i3w3q9Hj3sYQ+jj3zkI0E1qigK/vyc5zxn1+4z2tmb0agD1Ig990pt1azqXqFEa8Ur18jdNYfefQ7bJ0sCFfqoud3jkprjTBnPqiX++/mKhI6z68WJc72OHBApyGj71JRDma4n7KDDUTfHm5MNWC6gNsnVC6hA6nZVkCMIywzQ+Tqlz3/1erpheVFgUYfHkgglcer5Ea+qkXNJSd+cz9M1GwNaHBB9+tov0a2rG+w/gCuRA5XRMZ8HMCiphgQBB/MbwMWEOhWSlpr0RKAAUnZvGfK0JWUsu59QAV/FRGmYaC5BzvCIwp6QGEVSdScqFeeBL3K+WiwkbWroEyHlOlFSAu5Pon/GCRrXwMmvsrysOuTJRkrpSoc6yyn92eIa/dfrv0IDJToiAxmUVawDtkKMfvQBD6Jf/I4nUGeY0AdWN+jXvvwlWmOVKTSL0QY0XKmwPhUq8aba9SIjK9kB66thcnBC5KqqGQESFbKfFewLxmXIuYLyOfm5k7DoO4Ndf/31HCTgJ3gPeI8XOBOwP/uzP6M3v/nN9LnPfY6uvfZaesMb3kC/8Ru/QT/1Uz8VxnjWs55FX/7yl+kFL3gBcyRe//rX03ve8x762Z/92XAM5GTf9KY30dvf/naGXkHCFjAqU4OKto+t9IRsqwRYeUCd8QZfKci1okqKXjcq9wjCJW9jGWssJJvItDr51tY5u5kslMpWt34N60dRG0OV8QCNrPyL+sieLR6rFK0W+91Em2Z4NveWEpq5XfpFAEnQP4XPKZOxueiJvlIz0tW6f3vGHbgx3SDZmi/1KDnVoXI5of92/Hp693CRRodLKu46JLpoKGRolrwXnwH+w7EO0e889b/QIztHabCU0sv/+Vr6m5Uh+z/gbgBuBWEX+D2AWnVWEkrXUkqwVoGr0S8ZepUfHVFalHw/WMe6pxKavZXo2BdKmrsZsKaSOmsgaQtRu4OGeKMK8gV49+rdSlq7oqD1K8c0vNcgiNxE258WKxWbWKLZAWQFTPnJSEsINIquSLvJb1Cjce1XwQ3xuDKA6FoDAUy+oYyNMp8QvBUyxZUCCVh++5Ofod4n/4mg4Mr4xhFKm4WMDbiBI1zj/mB8LzPSEwMqMQLP0sheJWw5OEL1hKVjJZOAEiQToVR+FhJ0MKhCcAC1nlKObINxSM52Lt/JZNxe8pKXsKPvOROwv/zLv6THPOYx1O12+SGOAAHQFTzoTR7WDHKykIfFMb/zO79Dl19+OQciJicL+/7v/3667bbb+Hogdj/kIQ+hD3zgAxPk7Wj7zAJnoapiSpWyns63JAHvMRiSU46aEHEIvSV0fluJsUG0ruofLb0k/HFBWKKFOK5jMqypJdPG+1vHtgrNLgQSdzJJWet3g+rkH/7hH07td/OEJzwhfPYBiPW7QZLiHe94B1cy0e/mLne5S1hLrN8NJKkRULzmNa/hfddccw1dcsklu/odo51dUNFdLmn17gU7/+g0nXdUfelUSeuXQtK1oPSCIYFQUY461F0lKpEQXMiZgzFOAHdOaO6GlJ14VAlOzfSYo9E7lUjvCzTPLSRQObmc0JP/6+vp9qH4JmheN7jbmAZX5rTe7UuSEuRxNOVbL5nPMVyGr1LS+l1y6p5MKT2VUdkB1AkqUAX7UOBT9FaRiEhoeEjuaf0C8Y0Accq74qN014jSr1vm9WN0zTxt3JUoh3DNHX2ihR1YU+5kvsh+shhUbGJGLgrSi1pVYN0kax4DvWXDSWu2Lsi0GtZZQc0B28ylQoU3ANaAAVy14EbH17DnvHfmA6nSb/OE65raivascCRtg18F4nXgi5R1DXx1YjgrGsmWrYZM4LQeFXAAvBOwmSEA+cd//MepxwDqFOFO55m1SDAZJCoEEc1jN4vcJ+BO9V01KFLzmClk6u3SHCbu0+9oix3C500UoqIFi/1uok0zPMpBUGb+ZkrcrRrOOOZWBsI14E5rROMLtZGtyr+z/6JQbMy/0HcC71nBSaqd2A+yNLgZ8EuQ8MzHRNcNkWzQFUvVLg0yDT+BCdaGuDD5ee3nxYkKRnQYugJVFJWsZVI2AgqicV9gVGUugQZ36Gbyd0mFQrhwXSAs8D3LAmSzvfqXiLYdi/CnzSwpmXxkQYJMFNVw7sqkylB6VAwgyn05SEncVTLhygTjHq1ywMcoxtESkYj2V1FFqLJ9DLmyXhPapwKwB+l7IZOSlZ7QtKYnKg58j9rlmyczAoYUeEXBL3JPi1oHbVV50gCCt/fkr4E7Zo5QxtAsxFoipcthFJqPFu10jFXTUvfCtMY8VziiESi4YqkvW5G52zXmImQVh+6lEMukBqGSscMY0+5J4Ur8U7cZfpnHZuU467zrmt/pvdXutaFEVW8crt/lToR62steN7DY7+ZgGvyN5XtK4zuGNB3LOfM/OlIyNKi3WNLCVxLKV7o06qGnRU7rl49pBKWk9Yy6iynDojAlwU9YvSvRqfsmlHNgIpSt2ZsSmr8hYUUmcDLgwM/cIVUI2OBIQsWwQ9lNfeosJ9Q/SQxj6qyWVGQJrV6W0vBIQuM54VKMjhU0uFi6f3dWieZuTmnuVm2oOysdthFQ4LuhcgJfBA3yhocl2OgtlbR++yytLs6yj7PwlZSOfi7l/hYsyR9t31qsVEwxbhWxrvyCuapKUPS5zEBppg99begCMlE2N6b5S1dp9bZ5Gm90+AGOoAFZAe7QDfWlbkEvu88D6erjx+mPTp6o0oUYW+FUCGIQFCCAQHATJKjkziroA8Ot1GExWBQ7I/KeMxf8UrIoZwwUk63ELG5/AaiW6lEzIRMVmRQ613Itj5s+Y4vkqGgHzXwWnx3zylEPak9m9h7OO2MOqyFqlYrmObzNVR4NQqX8jKmKVHaqne6mS1lbalTRqTFUVXFpWR/KXVJ/2iOi9l71uoHFfjcH2+BfLNyAHg4JrV4BCJO0sx5dkNPgooyb2iJ4mDkhkq0IHL77fp+nb7niS/Syv3s8LRd99gFEbl4EXIZXjOkB/ZSe94hH0av++uN0rfoMrDCVSAAymheuxeGvlLR+sTj98C+sCsJVBkCnEbBcOmZINXM7ucJQsvoUfA30nsD5Zb/g+0BvDQQls7eK35GOoO5UUHe1Q+M58CjgT0HOX4IMfB/cFHgjO9L8Lvoiu2YxqNgOJtpgQVZ2U2gUcgcBM22QJvYbSrpCMXvXmTqUKqfwfE2IFmZnaK7X1clXhzAZ7OkSKulomtC/oHDAk8ApTCnR2jKDdk7ARqNBjna95coEJGyZAFp9Pf5eDr4Q1CK8s4Bz7ySZxmjRzq3JfK9qAs753u6c2hRW1HDa3bZpj64aktFBsFpvx92ngimblzo9aOR5DqPcbq8bWOx3E23HLHCvJNOPRCck3wWerWpQ4GkOEm4ulw7BrUxoNs/pMI3pa9KUbioKOm5S0kBZoP8DoE4J0ZFD85T0hCPKPE31GxialJYEZet7zhPd0i9pFU79MK0c+7KUJOawWoysv4UlLsDtBAdkfEiRHEBRrFbrC/s/+t2wD4gO9KsQSJWMi6Z+nNgMipXR9qvFoGIL40mAyaekJFOBYggB8IzrqXSCBMkJzefWOrR43VH6r9/4TXTJsWP05A9/kGkTiWELk4RGZUo/85l/FAK1qjfBTLYV8wjKBz90v8vpPz72MfQd73krLZXSLyMzVLZ2zWYsYuKVZATiROhBweRum4wyaZE5QDYB2QeGO/A1SxoeLSrZWSVf4jNXZXCfIKqfrfH6cK6zA+f2ctGimYX43qRivTU31JShwtkTpO56UDFlTtoDve0QVaFrrSw0vsBW06e61S0O3sl5eK7XkfL0et3AYr+baDtmzNkkWr5SyNGzxxPuLVFABWylw1CoZC6nmRs7tHGR8i0Kov/niw+mD/7Lg+gvnvnD9J6P/iW95itfDVUFQI7S27v0z32iH/jwRwTyNEwYqgSnnn2IDnpEEF08LugP/usz6fV/8V76/eHNNM67DIuGASaVrqHKUFKRdiiflS7dQG3AxxhcmFMKODVckDnITIkAzNGrSxrNp7R8ZcokdCg+jRZSOvGQnKsxUJJCEoPh4MOExWPgx8zc0hHEyNla9EV2zWJQMc3sAY9KwRwUmGSyYmLzpOm7TtOYY6bMVBK98dOfoD6UD8C/QFt6ROFKcGJNZq4AAF9VqbtwG3tkEBAPzJb0pzfeQP/wnnfRYJBJSVKbyXCpEJNOqwiiRlU1wjNngcuU3AFcJifuT7pVakZhJPfBDfFWoFUtAQkHTjgA3A4EGoBBLXjh/GjRom3LtktF2tIh18hiNx9McX7vmMV+N9F2zJBXQEISvSFmStq4+5iStYwTfZCWze81ovIQsvnotC3cT0Ch4EcgF/jCP3sH3TQeUnGEqH99h6sZIEWDiwG+Ahphj/tEiZ4LbihOnrklo9EC0W3dhJ73R/+dblgfUD/vUI5me0dKWjpc0OF/ER8BSk7oX8FVBRDGMZaiHoTXmdC4yFg2FpWW9UuIRkeFF9L7AvykhKFV8/+aUj6T0MbRhNL+mBKW285EMKZTUO8+y5SgdBJt31oMKrYyIx6quoFBiLhk11RxdHCET1lziDTh6kKl/qRQKq9Nb1lDR5uHY39NQnTNcCg4SJN+RCChOOkJqcmKaiH/wy0oPoG7ZfK4XqlKFhG8Z2lZ/MeEUql+hB4aCt86a4s4xmgHyFSDZRNvfesagIIlq8NrvCo/ftOCxtQmVykn4Fl2tWZFpFkk8UCutu81/Zo7FLXcyZrfoc/NiRMnav1uYJCgXlhY4H43qCg88pGP5P4SCBbQ7+bnfu7nwhiQkn3ta1/L/W6e/vSn00c/+lHudwN1JzPIyf7Ij/wIPfzhD2eyNyRlY7+b88vYB5iFPGtGKfdyEJ5knhQ0RkJQqBaSRExK3vbXnTWWnRe1J9kOjgNzPU31ETwr5kJoolFFJVC1WJ1N6K/XhhwMZBspFehx0dfkJPwEqFP1kbjUMdAoWP0P+D/S8E6FX1ZA/gbHohRFq/mCihkZYzyb0swd6MNDlM0Q5fiCSJai4R2gWVRSLx221X3P4BcZfZHdshhUTDHu86DN4wzmxCpK6C2Rp1z2k2qGyrbqpMeEYxk3hknpOT2iAhUADkikU2SYbHYeJONYvcl1wLYmdVyBSChbEagTKhl2Ta4usAIU1BsqcrYFOaFPhY5ZJimTu0HyQsUDAcd4TnCYaGIz7Am8izMWXOJMaOamLiVfs4f/GNGinXdm0KWmQ71N0QPjP1mXWosxmsmItstuquTqrm08LYsmfEdcf62kOV7793J0rsZjf7PfQzRY7HcTbaoBKbFQ8LMar/6N/aBMOTiWUHFilspFBhQwAZrVHlklSioB6ak+ld2CSdLrl2gqAtWMJRkexx7+igQomJ7rF6c0WkhocJH4KwgmUIUQaViifIQmfCn1TqVcUYBh32hOkBC4wsytIgazcXGldAdZWPSiAPRqbq2ktWFCedKlxW8YUvdESv2vprRypRDNj3yZ6NSxlMZHCxp/zQYvHdkdREf+oE/ps+Masp8tBhWbmfWe4PcIEKpd4BkEBx2QpbGoKnCwwcSjKs0XqhdG+GapSCVFY7EA90GPtQCAzY7Xa3BDPcCtOpVOM0vRGsna1JmAs8R+d798z10lVXFwoZApzkqQVieqnhx2/+xcMMkbShCxo3a0aKdtHrrU3N4yn/z8D/6/ex9GcZSL5udaUTEoQDS4HYFz4QY2GKYf18c/tp4hO7lZgLAZ4/uAZOnOxGK/m2jTDM/nztyIiiSjssyoWM4Eit0paHzpmJJVYJbEoUeggMZ3GxcJxAlVDM70my9Dlb8ADgXWAUCVAF9ieXqtOvBhgBzplGbpWJC550o6es9FGq51aO32WZaTRTKyuyKKUNxYd2FMyW0ZdbT7Nve/0CUHcCqQrotFEZLprhANZzPKM6KNy3LKO6JOBdh4OUyJVuFnZUTzOSc+b3t4J9xftP1pMaiYZuxoS0dpmxh4yiLLz3AhrTh4OVeDN9WgSaq6wC9tmncUjjqVtNqpJggnDVHJMNK2NtnjgAATVjt18zHgSyREaC9xiApaSog2uCqi2UaVdbNVASVNxmQWRIdR6hwTnUJQgYCli4yEdtu2/hW4jgYVzP84tANdTQqVyDqXxteMFm0vrPHwC+tEMyJw1nTm/SHm/08oMtUDh9ZrKpwBcEgGO1kywlU9gjKVT27YPVT5i/bvtiWgawcdgXO9jsQ1JNoeW9bNqcAzGr0deup0QCnpgpH0tRpk7Jcg/wn/guFO2ry2mBWsNvejUXCFQaS6ZUlHipJW5hMazqjctXI1GfUA517fj1icpqSFw2u03Juh4XiG0gF8B4jIJHQoA9yqoDsQxKRwRuQ89J9g4je4mcz9RO8tIlzuyIjotpWURrMlDY8V///2zgRIsqs60//bcqm9qvdWb5IaJCGEBNoCsBmBGMtsAcNiO2RjgcMCPEgDskMsYcw6jDGEWQIzARgM2EZYltlsQSBAAgbJrQFLlpCQhEZri97XqsrK7W0T/7n3Zr2srmp1K7urqrvOF5HdlZlvq6y8951zzzn/gW8zQnj9Xss3swab8/UlQH+GibMj01OrV9QWOW5o87u5YLit7sNv+sZzLmcm15A1CBx0kXEupBleOUc8bAeubVZlDH+T4uTEUZhGJMoL5RxffvnLcM3m003UILaOCHtTtLgqYNKPfKs6JSFIalBvjVDeG6C8L0BlN1UTPDwt8fCDN12J3wwqphiqaiTmkgGT88g0qaTfFJlzIJemPLz//PPw6Uv/CyLbUM+8Z/to8DrrJi1LZh9GZSqpcWgW+m+iKCcszoIvGutd3eLMDb1o5FtpR3m4fjPFWqxOFMF2rnXdbQuHlfumXdhwp5n+uaApW/QYClFL9+gEULQHpqLML8yC2NqHcEcZqAeyoh8PZcj7Mwz0t4CxGPFoIvfoqVNTHDwnleLo0rgvtkIwGSDaH6K0KxQboTThYeDRQIz9s1YE+P5VV+Js35d9ygdNJkZWTbHslwlKtUzsnL49CUoTGbyaj+b1KxD+6xBW/MzH+u/FWHNbG4NbM3zst5+LD1z0HJS3l6RZXm1TjonNGZqrMrSXZWhujCW6wqZ6Y/e38eqVw7jhf1yOVQeA6KAvTkR5ny/Kl2yO17+NvTlYkwGsHzmA01fvxtDKGvxi1EVZdGik4jBI5KCQb+CiE1lklBVE7cnKtrJegqkE633gt1euxHf37cKvAzoH06lSDBVyFYDFU1/bcht2TNVNKrM1FFigRC/c9ZSQG7grvhIjweQ/S41GGUijHHv9HJ/7t3/DY+1Cd1erAhW0fFtsbfcT7ekc33/gQfSVQlOzZZvyTe9b7B5uIhbHbAhrcZSyhHCRBtdMsmthbEaJhXtBHAm34xxLPq7TtRuYnUO5NCn/CCMELo2p6EwUrrl4bYdETeRap19wDk3xtB0/pZCidUxG40lWqK0oh0MU3tkgjvMH78ulDNFu1nT6aI+XkddDudfTYWDhs1nwBM6PfJw1Oox/qu1FU+wK28yX93RGA4ZSbI9ifO6mb2M3UrFrWmxex/Geepg4LZM6CaZZt4Z96R2R9uVol1j0aaIJjRWhpEW1R4F/+89foCVZEBSWsTYEr3WczfmAVmRkYpMKUFsf4J7JCXzpOzehFTN9yqVzm7QoRkjiMTpKrDX1MYUIcZzD54egojGLGnUqDkfhJmjChWZln4NXYKpi29Yl2EXINaUQV7/6v+HOr3wBT3iJiThQTpYDxjaha0fAVxsHZOBSGUqk13h8hioj5xAYR8ApMbgaDOcwuIG30wc+u2dae7xTZOmb8zKv0jg85q+dBMD3phpAzfoatvZCJgD7OzC60TlQRzFiAT5/RTmRKUYAnOpbYcXfOQ1d9nuxiEHeLxzA/evSk2bcozpiEYUUKjnGzEhE4XWXDtVJnp4p9dRJ4bSvFx0j1wCL2xSaanbOMSMttLOtoihHDm/BFH+R+spcpF+jOm0KH40DTEHyELRZS+GhzWZ4rNWMgHNXj+EPLn0RvvmN61AXu4JS9Mbko/pT1p/iiWqGz6ZbEUZcpcylAFxsDwDjmz3JhmDmRGskQJuytVVIx2upB60ArZFIMiLiQeBbtSmTnSEp2lysZFpGLsXZlLiNh6xT0ceeGwHujHPc9dBeRHQqGFmZ8NCkHK1EZXNkaxMpLs9aIWrtEkIEJkqxNGzzExZ1Kg5HMa+Zqge2v4PkBDKtia+JZ28cDbaVvzOP8cIvfBbj9pOlapRJQbApTdyvyTQltqA3OtGSE8mIhd1HBiTTkuwqIftSUNGBqVHNlcap4PuSosTW9VVTKO6a6DH30uhEm3oJhjOZq8j8SjatYZ4jJyiuGEi/DZGXMxMXf5+wVigGly6XnEhsHraiKEeGq33gTdY2k3Qyzp3O9UVRJLu6Jyt9oh5n5wLmUtt+MmZBwfbHEflIm/Lk5KGLkQx7DZ2IgqRIFVSdrKPj0wpxKnNuV3celwIl+09HUaU+g/PWTGfELzgYVoa781moQ6EoRw/HJhcvWY/A+3oO1DZmMv78lo/qbnOfZuO70l4flR2mUPur+3bhhm9dh+bKJsLcQ5oEiIfpDZjIY/WRkhyvfkqGdAAIghz922mbUPLVpH9TApZRhKCZo5wwpQoYebCB2ukexs8LEO6LENSB6g6gvjmRa/RYSG4XS/1yitbyQJr14ZQmcDCCty/EyjtjRHvqCA/U0di8XCIe9dW+2Di0V5prU5S3l0V+ttIASo1Q5rfaRiA7w61mKIsRdSoOh7vBuhV9Vx/lej6ETv51+obJIMY+Gg/SI6JLVMUa6iatSUJ97jV34/eBi4MQI2GEW+IGMjFGzI3dOBymwNoUbdvONi4Xm9EIKbK2Wda2pkOax9hwpivenpa5tREMOjSiLGUviQVfthjcFUWJkdMrGnJUlihinGOGkX4IdnVvRhpR0ag/ZOXfbXPooWZJNyrovXZnN00XgHuHOW4xTWpmylTnDDm8jqhF93YnbBqlziHKQiO2holWhAcC00079qTjNW0DRg2YmuTsCt7P65mHRt2DP2UMcrE7aG/YPlsSEYAn9QxugYGRCC6e9oU5/uvQIO5p1PAEFxobToUSaKwMkZQgkrLBcAt+4MMbL5msBi5gDsfIGnJwoBGI08F6zjj1ENUZ/eBirA+/P5ILb42w4R3tqhxYHgMVI9mf96fIKGSTBmixxyOvf8I/Rh211RY5Xmih9mEwBjiNfbs659KgpHzBrPC7vhJuNVCKnrmCwIhEUiislK6YtidFZHpCMGzJ7UxTO7Pt6846C2990YtE1sntK4O5bKTYZB9GFSrZ9GonZeGkmYwtHrdKD+YazKqiqQcxDoMJYbKA2xybr0sTGqpAcUWjL5MHnycD5mcZyEtjTCjKscWu+rsus67hlFODk/4QToxEIqDT8k4y9mWfQhF3x7Gw80lXwbVTcbPRDFlxsNsXi7MdPKbMYXYecz87meliLXlB7dbJUnYkaQvHc/vbS7TNNIsekaIoR5f+lMlCIg1/FlyHk77IuFb3GGeiucLcq5m+xFQk3s+pAkWHId1bRjYZIadKE3tjtZixwF4Uxq4o7/XlwR5VrbEc8VCOwb4cH3j9H+CclQOIKQFL1doyRHr24NNLaPeXUH08QHm0iXDU1HOy0JqpT/K8nJqGmpOhXIM4P80QwbiH0gGgsSxAfV0V9dOHpb4iHvBFCtdb14S3oi0COdnyGOmaGO0RYGpTivqG1GyzNESUTlg0UnE4eGMUz96u8tsmdBzEdDJYfCThPkkh8JCx8Qubxs28YVuvQnShpdPldI8L1yjPych+5N5fILr3F8isnFpejJLwwfPFHio7wk4BlzTpEyfCnNYZLrEtDJfGeraHBlO0Os4Rla1s2gMnBMljjMz7phjcGCRS4D2S2tXWHsgWwLCQcyrKQmN7NcxIP+roOxY3s8/FuSj0nehIybo+OEQWGe2xZ1ZTz1YT4Y5flI216ZmyqVOnKAYbioc8RLF2uuaqq+dFccdDitJPsHlE5xBlIaHQQzkDpgJJd5Ju2TRLykBtnbEHyvuAeJDGu4cgBtL1MdIstJLxgN+XIBqIEVOdko3mdgXS78EtkrLRHW0Jqi/RDtgXenjJ5/83Gvs8VMdts97EE6OeadPcVhSabumXqEmrAnhDsdhALTbj4xxFadm+BFMl01cjGmojHy6hlfiiBEWZ3NBPkW/tMykeAFo7+qXRXz7aNtGZPEeyjAo2JpzaelZDZG17Rm2R44Y6FU+C7xSeOPiY2yy1D8ZN6OQnuyLJOVITZNVOlKBsShIjFjbKYCIK0+lIe6zDwbc7h3CRuuLxpfmNfaEgiCCGiKwMmmIqWgGsx+gcy6Vq2evtFIDzdw0zeOUUaZPFGMagkUhKIV9bUZQjJJ9F+tVFFjqGtsuRnKUAsZjCNJsz4o5tNas7Sk4zi62tetOsUQoi84SJTHS2mCO9qevSZ0vBmu2+Odu8qCjKEWJtAif1TsOtbpwFZh2w7kDGr9gDJkPCRT/FvuCyQ9tDHhs1SO7H2slSzdz7GbGgXRK2gfJ4jnhVinQgx9bARzXzUGLGhW+Pxzqv4kJDPTBWZBXwGoxU5EhjHxHrNsVM8Y2DkXsI9wemNoS2BG0pn+8ZZ0UWQfuZmeVhpFTH6au248F9a1Cjt5J6EplhXDZddQzVKJXjgjoVh6HTv8GGHkxhYo683zx3Kksu8uDqDowhbt7LbI4xV/GYcsSwI4uR2jbaQYk3SWeKcsQVW3xVkHntNNZzN23r4HQkX935mFrBHhPMfWQ6lM3fc2lQLpVKCrYL4UNX0M1oRlhJEA620Z5gqNSkUfD66KBIMLPH0ZznmTzmk/k+n6J0MXNBzBZXu69lp9bKeAaFSIBNX7KLEsWUKLcg0NV9W270hW282c/t9pOFAjuxmLnB9uApOgCFNCtH8Zwd5Si7X1fUonDaTgDlGNVVzPc8onOIsqDwft8MUNrnm3u5B1T2GqdicpORs5cMiqEU+TiQN3xk9VD6PYSTHN8e0jREnAfIo0zSpJsrgcFtqRRkT5zmS0+I0gT7VGSoP72FbG2KfBcNHZMSLbLYsng53VyXi6GMdoiTQGNyd2QyNyo5+rcZ8ZepNYGp9cyAaD8b9JnrjnZHnbpPKlfF/Wx+Z3p+nTq6G1edcQv+182vxkP7hhEEQHW7aeo3XvWA0d7rO9UWOX6oU3E4RO3EpBcxbYiqSPS0aWiLEgMjFmx0x8JsakBbKTaT2mQMAjoRkqJEiVemSEU52kM2FaoQLeD/1HN2P7sIBgednMvmZdPhcDfoVAwUE77Mxds31ys52Lwe2zjPTADGkGAOpZO2pJMjqVN0jBIPSSNCGgfi2MjkUcijdtKziqIcIbOt9nfEH2xqoXj6s6UJFRYzunKRptOMipEH2aZj79u+GMXFCPOGPbRNfypa+ZJLOfuv0dVc2/XcKJ53Rv+NmY7DIZEZRVGOHN6i26aYORtO4K1pIbmvAn/Sx9CjQH2VkYitbI/g0RbwPfRvZcqR2be+NhMDn05Je6Wpj6RtceBM9rYABh9jjYVxApKKB+/RCsI9QKnkozSei6NR3VFHWg2R9EcoTfoI2izepoKlh/aAj/YQnRJT+xUPeGgPGrupvSpGaU+AqEaHiMfKESQ5JtcFRtGynaO2IQeGEgRDCbJ6hPsn1uCD97wCe/aNSXRGFj4pje/liCamlSmVxYk6FYdhZkaC2NkdQ8EMIDHy3XudHGmr1mDTj4r3UVkV5CohDXdb1NhZaUysqlMnJckpNtn0I+lbY1cMXF71bEt/nbxs62hQyjY1poa86oo+Czd6WY3g+bMAoY1SsB7EWQldedyKohwdsxVJC4WUpWJfiTnCgl2vFlOdOj9ah4NNqFwkYZZr6epz4eYfzjXFKIc/S3ZT4dhzhR2mM6G6a0U0b0FRjh5ZOGxP97YRu0REFUzmgmQpsDneuBmwmV3glLFKUZj+BB4XPBNT2+BqteKRXDIbWIfhIgiSisSMjDrgUbyFkYgSEDbZhM4UdosiJG0DLkgypcoJylhlSRaVS3oTRWMq9GBoKOXIR1ORmA1ivlaxIhSmTpTOiRwm8zDVKuPhgytRaUTwk1xqWOVzYFSjYWWxlUWLOhVzwZVCKx3LERPUAtt8xkqx2ugD1VrsJmY3aUqXI++jOhObQbDJg9Wat+oqkhZllZYk+mD7VBAj7UqHhLOHSYsQjWcrCcdJQvpNsHmdnNA1izGOhERACoWdbB5D9SZOAl7sI5gMpBO3kcm1Tov7FexqpZOtZd6li3Zkztjp6TPlxaqMm7I06Mi1upW1mUIHhZoGSZ10naytYZ9JauXMA04XcHf6TrjDycvTNRrdXbFn4K7JFYK7hQN3Ttv7siPOUCy2sMfukpmerabieGkLzvc8onOIspAwdWjCGO9eLYR3IETeNvUUrdEc6ZApqvRjH2nV2B/ehCeF3FlfjuqKOtpJgFa9BP9A1LFr8v5EumE3x4JOH6rSQXO/p90Qr28j7YsQ9wXo21HG1CkBJk4NkFRz5FUg78sxcL/J3uA+rRHT0bu9PEVlR2CcoTLlqgKp0cjOnkJYieHnGdK7yshy2ziY1zMZImmaPCqPDkjqI5gy81F7LEVlTyBRC5dK1TNqixw31KmYC8/Is7rCZv7si4FtVwCCzKRFueLnrCAPS4eC4zYxEm4MXUpKkag4GUcimnAds9kN0xYqDQLBlFF9ouEvvSnyXLpamoZZzlOw9RH2pp5aaUdRaepjR0xIPqWkQsFH0AmjcBAbR4H5iTwOQ6rcjl0znTFDaTpXmJ2MJSJ/G+21utOKohwRxVoCec40yZkKTUQc+xldrV3+sqMrZFr40SlFFUvBXVrVoWGMGcXZM481va04E3baKEY1XUPOQ1KrCtfjUie7Fa6O4oNTFKUD78XtlYlEBcIoRWm4ifSxPmTtQN7rG26K8d7wKsiSQLYrUbp1rAl/bUvWPWmkM0WadgejE2ETSJoRoskUw/fV0FrORhBAZU8bB59eRrsaYPjnEdr9vnTnntwQSbrTsnsS1FfRYfAQJIH0q/BSE/Fgp2xXZ5qf0pKUqrFbI8QlHwkjHg/1oxlmaNHWqQKlA6bZHqFz1FidSyoW7Q2xQzY3xZ6BF2Ho2ftRrWVo/HBUU7EXOepUHAaTmmRvkK4gm0hqkE1xorcrSgumLsHuOb2aiIKRQOPBRgSMt21SoDpFjBEdAuO4cCC7GzJTrJj2REdXwpPWgZD0ApGZtZEHXgp/tsXlphmeW8I0jgtE69pGYey5vdzUe3S6/dqib1MrYs7rakR6+0AXQMZtiawOKIucYtlEJ4fSvtWRg30KzDDcu0SiOud0qlP2xbnONUPatnjxHdflcNfZlVJ5HJnveUTnEGUhYf1kJYdPhSfe322PKrE9yin6qi0E1QS1dgloAV7T1CB4THv2M+T1EDkXOGHqNKVHVjuXlCiPC4ztDGGdtoQsZ8LrS+D1AaVHfSS+hyRyNg0XJE2vjIDZElNAvNwuUAQ5Iu5XBlKmXg3lyNIcfs2D3+/Bp9hLLRQzSeyX1SmC1JMO3Sz2Fjl8ZlRNmlQvibIw/Yq14pNAzoXOKIVXSeEdi/wntUWOG+pUHAYa1Z36Ba4AuKhFOYMXZTJoO02ipE7BGOz+ZGCesz/EUGpShygp61ShrHY0PW4WRzG9ifmHWX+KoMW8Iysb1zQycvTimRbFXEZpvGcdlIwrA1RzGE6ly6b0mrBNauhcsJmNa54lUnTSY4N6156kbYkDYovCjaStmbzoJJn+FVSpCUTdobk26b1PhaIsRWamPxUXG6T+qhCZYF0TpSFtOqPsU2xU4eYjJ2FtU6CkHovHkZUFM9Y7aVVuLaTT06JwTUUxhmJagXNS3DXIuQrS0jxnMfXTNOXtNOSz4ZLuiIWiKE8Jpi5zvOX1CK3dkVGl7EsRrG1gxegESkGKXfuG4FdT+JUErYkQ6f4K/B1VM37HEngrme4k6QvIQw/NlRkaq3zUTxlE6aCJiExt7Mfgihr68jqSR0eN4Es7x9g9NUxuLGP/2RU0VqfimIS1wChXhqx78LDhmXuRN33s+tlqNNcDcTVH40IPg4/liGpAczlEYYpqT+lIC9F2H+XxEAfOCBH3Wbnc3GRsTJzGddoSUAP8qQDbty2DX0pRfXW9U2OhLE7UqTgMElmQrB/jnbOgSCIWzFmMMunrkNWYczTdBVcayLHY2klGUruZjexsalSx2RQHu3TlZh0Fax7aPpJKDq/E9KNcVBTofIiqFDcPM1y97hTsqNXwT1PjpmgpsWlOvNkz7coaLgxmXnPmRty3dy/+tT1lGtnRn6GClY2oGIm4ggNtIzKyUsGUrclQ5OfEsHCSloqiHBkzU39mG0IzDW5nwHNsWqnqLuUk5xDMuK929ZHxZy+2PqTIe8Ybsy0acHVTIin5obUYXTUTNpDbdY45UrYURTkKOLaYIt2fIuN9uBYgHYkR9ccY7W9gfd9+lPIM99Q2Gol61lsw5jCaImPfqRaLMQD/YIhowhww6ZsWYOFD6jYrGaLhFlpxiHYSwTszRhJyYdHD7gur0tdi6LEYrdEAF0QBXvHs0/Gpx+7HRN1D/7YAB/qHJZ063tAG/QGZ+ioZXrp5BBv7R/Cp3U9Ikz1ZBNlVRl43alNMkzIS/KZgm4udXLg9e+02oOXjoV+vR7I6kTqPVrOEnLKyyqJFnYq54IjgAGbthNygp7tTM11IBoZdKZTedsiQsJkLt2EEwDaeCeq2noKCCIUiI5OrbNONXGoRIwMRd81k1ZJKC4yElFnLwaYziYdzNmxAdddO5K2DZkLgqZi6JHUV0ylWoQc8e/PpmExawN6aKYii6ELLLSm6lU+TfV38vVkoJSFG/hxkZoWTKyW9fqaZDbHMJ0tEG1o5UdSfCoULxeJmGW4zXus4FDNGnqtrsE/YR6a4WbFuo1OsPdsFzfJj9zlmFGjPiGYU22IcWjtxGHW6E20e0TlEWUCkhUzTkxV61yQ3H8wQVlNUkgylOEOUZ1InuSxpoz9N8Xi1DxhMkA8m8BoZ/IMBfCl2ns5kkJpMsVNMPQRYjxlkSNohUtoWq1JJm2KNxtT6COHDKfp2pSIPu2J5CReefRai3fcBbROBqNdKSJhu1Z/CawcdGfsNK0fwzFM2IKo9YhShODXsLCG3cvmsAaV9kkUuH9v0pBiT4g8fQZZjoDoFVFMcODgIDB+DD1VtkeOGOhVzwnAcx5xRKDAdsE16U7Q/soMgRzaQojzWwuBwA/t3DUmfBxkYlHhLc1R3RKLIQB1piQykJuVJirDpQIS5GPoyWVB+rZDeYNKjTLSC/1PR4b//dIuRdOMKgm1al43GCA6E8OpGMYrHavo5/uC2m5Ex6jFsvsxsaJfIZGKUrKQko6DgwpAqi8qzelkiG2ymUxltSug1eaJP9aEV5SjoSh3CIYUOxQ276xlczdXM8eZSiQ7pfG1v1J3950g7KjzvcjaKPSuc8zPHdUtEZGYEwvW0eQqfkaIoh4f1BgOPA/U4QtLPVKMMfpAjPRhh4tZV+NHoSuQjCQafPoG3r78DFw/uwivvegViz0MUpRgebSB8NELw/Qr2nz2AlL0oMg+VHWZxlCpS7VEunnrwH+5HsLYJfyBBXI8kUuA1fZT3GcOC2RMr/jPDz1fW8dp9/4r6WCj2THsA2HDmTmSpj223r7X9d4zd8+nm4/Br/w+nPWOXTGlxGuCR0gokcYhsP52PHNEU6yqMMA6LyUd/EeCeR85AOpqhfXYDb3za7RhLGvjU/30V/OUaqVjMqFNxGES7mTdRRhJonNsaC6lLcD0fEg9xM0TNq0poUlb5S6lsmwe+mQRE29n2raCTYjtZS84zoyE2Dck10hPnw0Ym+tIcV5y2Gvfu2YdbG7EMfHr4ch4WYScegoOB7EuMSlQuXTa52iCdsemQMFqSWqeB18IirgadGXMdshJCR6I63cWXKw3JVNRp7qeF2opylBQ7X2PaUZBxZ3ERTzfubMJloSfOjBqHLu+guIFNV3KvW2dh9v4YhWtz2zp/h3PMbOc+JOdqpmb8TA/mOKGF2soSgjZIaxnrEFJJeRobqaMWl5AiQPu0Ftp5iCz0kdZLuPnAejzYHEGzFWHl0DhWD03gYNKH1mgFtdPLqK/PkJZ9KbtKWARNE4I1CrQ72jZbokbJ2gDhVCCKl1xsZCH3eatCnHfhClx/13Y0Qw9ZwwPauW1iB4w/PII09CSlSXpVlHOEQ2200xBeK8DBVhnJVAlxLULExdYQqJ2Wobrdl4VTNswbfDxF2p+j9jTb9Jd2x8EIW7ZtRgWJaap3LGo71RY5bqhTMRdMTQqnG9FJ92xbmMhiZtNiXrrRSbgw4cjnwGS6UJTJoOR+DCu63hMykl1TOvvJu4JoImPFOhXSTZvjEsArnncx8i234//s2DWtKU+HwkbwfNZ1uHQE24BGmuE05QzS84JF3M5RyViMHbCRjOvUbWUtWXBVNalX8vu1PaSeSD/IyoiiKEfDLClAhRDDIZlJXbKv02pzXYGMGdEO5xRIClRhm6IjY5rgFU4gqZazOBSFBpeiFV9wKIq/TmebmQXnnes7qg9JUZTD4QPtYSCvpgj7YwwNNdAcD6nThHh9inTcR8baynaEn42vwt2NZYiTAENhC6v7JjA+UUVrMEBtYwnpKS0TRZgKkbZ9GeNc+OR8QJVJKjxlVItqUonJZGswPSmIc5y2Zhgvv+z5uG7bvyBu+QhisxgptkqeY2L7gCg50b7gMb1qimi0LWlX+VSAyakqWvuriA+UUNnnIR7J0FqVobybEvomYhK0KTyTobnOzkstD8GeEu7KN5mFUPbHUMGYRY06FXPhipgodcZabDajk2ZxrLMwAz2LGKujgZ6bmzB7ULCmuRGaHhU04Fm0PZAAlRRZK0TAFvctl7rEVYgcUd3c3LlyILUMNBAoIxvmOBh6eN23voWEUYaYURLj0LAPRTJoCrp5HkldYjF520jGuX4WIi3HsKKVlOWAl2IuOhiUhpOmfGwwY4q8pa8GHzxmG8hsBITb92os5BlDrPObQ5UvkTxGZRHjF2zvQkF1MYDR+bHzdS1EC9CtrjR9gO7yiq63Zq2T8Lp2Emely++Ze4C7OMh0wyi7v3258/48OBTzPY/oHKIsKDQxGh7C/SVkAwG2piGyg5HpPVHJ4FdSlAbbGB2qY6xSRzmMkeYe9mT92LunD/vH+5HHJfijGZ53xkOYQoT/d3AFvFuHkKSBqC2xt5ZfZyG2j9oGoD1kMheiKeNUNJZ7+Kf9+/H1r/4LsNeDN5ijvjbH0MOe2CH7LshEpYmSsP3buPDKLAgfQRoiso1/m/VhsaHYE7i+NpNO3sO/DFE5YHKxq/s87H1OiLg/Rz5p0qCoYFndBcR7Q7FPyuOAf/ox+EjVFjluqFMxF7x/VtOO6pFb+ZP0BOl4PZ1+YLrhGmPcGPJ21c/WLbDImbBo2/SDcN2sjSMiUQeegysFrn7I5mPzMDUbOQi4LyVl3XVwOzoytrdE5lsnqLiKyP0yU5dhJCttsRdVb3kIpjxRzlb6VzBCYh0n2wArr5qBkLFeQ1GUo+ZIRJAKyVBPeozemNEjY973VxTlaKDq48i6ccSNEG3fR8K6Td9DEKboH2rIvZ+Lms04xP5mP0IWXu+rSj0DH0krEjVHRiJ+vXcMSSuAt6uCjFr3bHWxn9EFLnbaqAQdGErJNs3Co8t8aFMlKgEG6jmzwQXaEYyS0rbhIigjFK0xXyRkeSy30MDjVHZ6snCaVEwUhDACU91roiVsfpctT+HnvqR0y+JoZpybyuqGqGI20/5u1Tll0aFOxVxwLPSlUpNg8g3tN1ma1BU8Tqoj2GZyjBa47tudxnLMUaTiUttHUDPFSzTWGQXgMqFpO2+jAamtk2Aq0ky5RutsSJSDxdl0EsThMQ4BlRM4sYQ2stD5NayjwgHvQpzF+g6po6CqBNO7GA2h4+IWNQNXP8JIhSkCVxRFURRlfgjCDMMbxjHRqiBplIADNKxzhKUEw8N1JLmHOAswXq9iciKSmojKrkAiCPGAVVOibRJ7ePjXq1Ca8ND3aw/pgLFXKvtyiSywUNpPM0lp4mJnVDMpkBlFYWwjXelP0coQss6i4aE5xsa8HsKDQHtFgrQPaHq59NdiZoUI0lhVyr7dOaZWe5LmVDroi4xta1kO76EcyQAweVqO0mCCYDxAOB6Zelaugw4Agxvq8PsSjE/2a/rTIkedirnIgHBPyRjjNKqliNpGHmqm2FmMc+lmbVf/Tad7M4gK6ULSJZsGPQ12Rjls6pNzFiQiII6CcQoYLWD0QGogbGdsbs8eFk7diceRzpguJcvConBXd2Fk48yEwkIq1+BOHA0bHZFrahllKDmXvX7+Ximb/DXNagZVpHpGi6MURekVLdRWlhBJI8TuO9aiOWSaYw4cMFEFzwswWS6jsTZDMpRJUXTKNOwol8Z2korgAWGNDoPJQujf6iNsANEUHQkj45pUp9Oh2wM+2kNmYXT40Qxxv4e4ClT2WuciBKbWBCa7mmqzg7lcC6MNQRwYpUzPk2PE9H1iOgWuPsv0pJB0qhXGDinvs7L8TaC0J0BK8RgWflubJ+vL0F7Txq79Q8BuH/GytLsnz1NFbZHjhjoVc+JkXa0qy3Rj2k6/CmkUx2iBLdqW11x0gqsDLLmomRCkGwjyVZb0p2njX5wVDiJp+mLfzwpRhsg4LeKhu6iF1D6YlCYvMd225RzO6ZCGfaa/hUjYlqYLNDu/nqRxWWnZppWttZ15xU8puUiKmZAURVEURZlHWG/ZDuHVjFHKomamJtF4jwcz6d/AaEY2GcJrmLSh3DWwZTE26zZ3tVDd2kRj0xDy0O9St6ST4SdUe6S9kiKsZIhHWPfA/c2CZGk8RlKlmmUgjfOk9DMx/SnCZo7SeI5wyjTVa6wIOv236LjQ/uA25f0x4qEQMaMitDNsQRbrN2L2yaDJsddDVM9R3pcgHvCZrY2EWRLMpECGaJyexgL+LZQnRZ2Kw+BCfi6lSVQTWIjdbztXU3Z1yp+OYESF7peMcNh8xebyHDELpBmCtFEJiXxYx1XChDxHmYXXbJYHROO+pEhJgbTtlWH6ZFgpR4YinQJU6iFmpIMN7qSmwzgL4aSNUrRYOGXTrthwhgPeRlZYKE5C1nvQSUmmIy4Zr6uSmXqOyULTvKcKizznbMZ1nFgiqwOKsmSY73lE5xBlARFhtpD3aJPB0B5hVADSSK55WoxqX4s9ejH16JCxK7wc6Qo6FRG8hnE8SjtrGPvxbmx9cx/ycgmlg0ZtiXWddCqktVYzQ3VvjHYlQbI2x4FqFQOP5Oh/IsfgYw20h0toLfNQj4wtQHuhVMsRNFnQnSJsJGiN+Kiv8e0iK9AeyTCw1UN1Z47Bx5s4cGYF7cGyRCzo1DCzor7KlzRs/o5D24DK/gzVPW3UV5fRjH00xkIEq+oIsxzBAwPwzzwGH6raIscNdSrmxBjmrpYhnLJqLAwnjgdSa0AlJdMh0ipA1QMjxWq7WnNQtUbMhMBBllRz4/Uf9CUkKHVSno0y0N9oBCaCwcJqWzjtGuGxjoP5kdEEL4orAjyWLQaX41gZWu5D5wU2XYryt66YnNHTPuvQSHQFCG1xuaRzWackHuIv7cKSZlVDZOc0WKEoiqIo8wfLNqumbxTVmCr7TDZB3vLQf3cZ+ZkpkuEU2bIY1WoLkZ9i6vEhk7ps7/vt9cOY/M0BBEkksq+TG4GRBxOpzRw/LRRbxct8MeTbWQnZr4HKuJGcbS6nTVBCHgUiHVs/o43ooI/K4yHGn2ZSw8v7eVxzHBZhhw0T+Rh4gouqwPgZHiY39SNgbWkbqK/LxKYShaem2ZbRkvagh7g/RGN5gPoZCZK+DHkcItlVZUII0lMzs8CqLFr0zzMHa5YtwyWlSDpXi1dOw951qaWjy9xFep7UZLR5TF7ow6MN7momWE8x4tmCI2OUe6EHr2R7V7jabyckRX+hoPPus/iaYUKRrzVGf9BnnBsprOa1uQNYdSqnksaXuKrhrtc4FeYYvnUYxGGy55JrlIuwjfncsTpNt4DVY2PH+2NXFEVRFMWybsVy/ObAVgRc9EtMzwjWNzgFZ6pLZlMZkixEKQ4RIkc7LANVK1Xvh4hWAFGZi4om64H2Sd8Gk6bUGDE1EsQftNkLXKTs84Cqea16LhWnTA3GVCmHP+ghOsVHa8R0wQ55XNPSyqRLUx4/MwujUqNRscen9H0CxHSS2HQ3MmncIlLD123xOPeLB4yTwtVXt57Jc5yyfNnC/CGUI0Kdijm4+DnPkYdyrMN/85wQuURCjoqyZJjveUTnEGUBeeHznicP5RiitshxQ8W5FEVRFEVRFEXpCY1UKPNGzmZ/81wcJSlqiqKcNMz3PKJziKKcXKgtcvzQSIWiKIqiKIqiKD2hToWiKIqiKIqiKD2h6U/K/JFnC1AcpZ1yFOWkYr7nEZ1DFOXkQm2R44ZGKhRFURRFURRF6YmTxqn4zGc+g02bNqFSqeDiiy/Gz372s4W+JGW24qgFeCjKkaLzyOJH5xBlMaNzyOLnZLRFvvOd78j3rVqtYnR0FK961au63t+6dSte9rKXoa+vDytXrsS1116LJEm6tvnxj3+M5zznOSiXy9i8eTO+/OUvL02n4vrrr8ef/umf4n3vex/uvPNOnHvuubjsssuwe/fuhb40RVFOEHQeURSlF3QOURaCr3/963j961+PN77xjbj77rtx22234fLLL++8n6apOBTtdhv//u//jq985SviMLz3ve/tbPPoo4/KNi984Qtx11134e1vfzv++I//GDfddNPScyo+/vGP48orr5QP9BnPeAY++9nPijf2d3/3dwt9acrMnMKFeCjKEaDzyAmCziHKIkXnkBOEk8gWSZIEb3vb2/Cxj30Mb3nLW/D0pz9dvnu/8zu/09nm+9//Pu677z784z/+I8477zy85CUvwYc+9CGJqtHRIPyunnrqqfjrv/5rnHXWWbjqqqvw2te+Fp/4xCeWllPBD+SOO+7Ai1/84s5rvu/L8y1btsy6T6vVwsTERNdDUZSly9HOIzqHKIpSRG0R5UiY+ffmd6AXGBHbtm2bfNee/exnY82aNeI03HvvvZ1t+P0755xzsGrVqs5rjKDx/L/85S872xS/u26bub67J6360969eyW0U/ywCJ8/8MADs+7zl3/5l/jABz5wyOs6oI8c91kdTUOXBDEwz+nJck5FOcbzyFxzSNZsHtfrPJlwn9XRNoWa73lE5xDlSFBbZGE40WyR9evXd73OVLn3v//9T/m4jzzyiPzPYzBSxnoeRhsuueQSPPjggxgbG8POnTtn/V4Svuf+n20bfr6NRkNqNZaEU/FUePe73y15j8VcMoaEZv6xlSdncnISw8PDh92mVCph9erVuHXnd7EQ8Ny8BkU5XnMIV4oYct72vv+5oNd1ss4hCz2P6ByiHA/UFll6tsjdd98tRfwOFkXPxrve9S781V/91WGPd//99yPLTFrVn//5n+M1r3mN/PylL30J69atww033IA3v/nNmE9OeKdi+fLlCIIAu3bt6nqdz/kHnA3+EYt/yI0bN3aq44/k5jaf0EvkBPPEE09gaGgIiwWuCnAQr1279km35QDiZOly9+YbTiTFQawovc4jM+eQgYEByVmlY7HYxurJMIcs9Dyic4jyZKgtsjCcrLbIn/3Zn+ENb3jDYbc57bTTsGPHDvmZ9x4Hv1N8j98jwu/fTBUy9z11303+P9t3l3/rI41SnBROBf9I559/Pm6++eaOhBY9Nz5nocmRwFw0wkG8mAZLEV7XYru2o5n0OJD0pqycrPMI55BTTjll0Y7VxXpdR2s46TyiLFbUFlk4TkZbZMWKFfJ4MvidoxPxq1/9Cr/xG78hr8VxjMcee6zjpD73uc/Fhz/8YVEho5ws+cEPfiB/R+eMcJvvfrc7gsNt+PrRcMI7FYThwyuuuAIXXHABLrroInzyk5/E1NSUKDAoiqIcCTqPKIrSCzqHKPMNHQOqPrE2g5EkOhJUgiKve93r5P/f+q3fEueBsrMf/ehHpX7iPe95D9761rd2ImU8xt/8zd/gHe94B/7oj/4It9xyC/75n/9Z+l8sOafid3/3d7Fnzx7R3OWHxZzE733ve4cUnSiKosyFziOKovSCziHKQkAnIgxDcRpYVM0meHQK2ASPMC3vxhtvxJ/8yZ9I5KG/v1+c3w9+8IOdY1BOlg7ENddcg0996lNSk/GFL3xBFKCOBi8/WumNkxBKelGFgUVTcxXNLBSL+doURVn8Y3WxXpeiKCfOWF3M16YsHtSpUBRFURRFURSlJ0745neKoiiKoiiKoiws6lQoiqIoiqIoitIT6lQoiqIoiqIoitIT6lQoiqIoiqIoitIT6lQA+MxnPoNNmzZJQxRKcc3sPHi8oaLChRdeiMHBQWlMwsY5bGRS5JJLLoHneV0P6gorirLwLPQcQnQeUZQTm4WeR3QOUXplyTsV119/vTSsYeOQO++8E+eee67o8rLz4Hzxk5/8RJqQ3H777dLBkN0Q2ayETXOKXHnlldKS3T3YxERRlIVlMcwhROcRRTlxWQzziM4hSq8seUlZrgbQM2cnQZJlmXQlvPrqq/Gud71rQa6JzXO4SsAB/oIXvKCzOsBGOuzQqSjK4mExziFE5xFFOXFYjPOIziHK0bKkIxXtdht33HEHXvziF3de831fnm/ZsmXBrmt8fFz+Hxsb63r9q1/9KpYvX45nPvOZ0oCmXq8v0BUqirKY5xCi84iinBgs1nlE5xDlaAmxhNm7dy/SNMWqVau6XufzBx54YEGuiasTb3/72/H85z9fBqzj8ssvx8aNG7F27Vr84he/wDvf+U7JdfzGN76xINepKMrinEOIziOKcuKwGOcRnUOUp8KSdioWI8xnvPfee3Hrrbd2vf6mN72p8/M555yDNWvW4NJLL8XDDz+M008/fQGuVFGUxYrOI4qi9ILOIcpTYUmnPzF8FwQBdu3a1fU6n69evXrer+eqq67CjTfeiB/96EdYt27dk+Zfkoceemierk5RlMU+hxCdRxTlxGKxzSM6hyhPlSXtVJRKJZx//vm4+eabu0J+fP7c5z533q6DtfIcxN/85jdxyy234NRTT33Sfe666y75n6sEiqIs7TmE6DyiKCcmi2Ue0TlE6ZUln/5ECbcrrrgCF1xwAS666CJRNKB82hvf+MZ5DTNed911+Pa3vy360Dt37pTXh4eHUa1WJazI91/60pdi2bJlksd4zTXXiBrDs571rHm7TkVRFuccQnQeUZQTl8Uwj+gcovQMJWWXOp/+9KfzDRs25KVSKb/ooovy22+/fV7Pzz/DbI8vfelL8v7WrVvzF7zgBfnY2FheLpfzzZs359dee20+Pj4+r9epKMrinEOIziOKcmKz0POIziFKryz5PhWKoiiKoiiKovTGkq6pUBRFURRFURSld9SpUBRFURRFURSlJ9SpUBRFURRFURSlJ9SpUBRFURRFURSlJ9SpUBRFURRFURSlJ9SpUBRFURRFURSlJ9SpUBRFURRFURSlJ9SpUBRFURRFURSlJ9SpWEDe8IY34FWvetVCX4aiKCcwOo8oitILOocoxwp1KhRFURRFURRF6Ql1KhRFURRFURRF6Ql1KnokyzJ89KMfxebNm1Eul7FhwwZ8+MMflvfuuecevOhFL0K1WsWyZcvwpje9CbVabc5jbdq0CZ/85Ce7XjvvvPPw/ve/v/Pc8zx87nOfw8tf/nL09fXhrLPOwpYtW/DQQw/hkksuQX9/P573vOfh4Ycf7uzD/Xmcf/iHf5BzDA8P4/d+7/cwOTl5XD4TRVGODp1HFEXpBZ1DlMWAOhU98u53vxsf+chH8Bd/8Re47777cN1112HVqlWYmprCZZddhtHRUfz85z/HDTfcgB/+8Ie46qqrej7nhz70IfzhH/4h7rrrLpx55pm4/PLL8eY3v1mu5T/+4z+Q5/kh5+HA/ta3voUbb7xRHj/5yU/kuhVFWXh0HlEUpRd0DlEWBbnylJmYmMjL5XL+t3/7t4e89/nPfz4fHR3Na7Va57XvfOc7ue/7+c6dO+X5FVdckb/yla/svL9x48b8E5/4RNdxzj333Px973tf5zn/ZO95z3s6z7ds2SKvffGLX+y89rWvfS2vVCqd59y/r69Prtdx7bXX5hdffHGPn4CiKL2i84iiKL2gc4iyWNBIRQ/cf//9aLVauPTSS2d979xzz5UQoOP5z3++hCh/9atf9XTeZz3rWZ2fuRJBzjnnnK7Xms0mJiYmOq8x1Dg4ONh5vmbNGuzevbun61AUpXd0HlEUpRd0DlEWC+pU9ADzE48lvu9LuLBIHMeHbBdFUVde41yvcdKYbR+3TfF9RVEWBp1HFEXpBZ1DlMWCOhU98LSnPU0G880333zIeyxauvvuuyWf0XHbbbfJYD3jjDNmPd6KFSuwY8eOznN6948++uhxunpFURYDOo8oitILOocoiwV1KnqgUqngne98J97xjnfg7//+76UA6fbbb8cXv/hF/P7v/768f8UVV+Dee+/Fj370I1x99dV4/etf3wkTzoTqDFRF+OlPfypqDdw3CIJ5/70URZk/dB5RFKUXdA5RFgvhQl/AiQ6VFsIwxHvf+15s375d8gPf8pa3iMTaTTfdhLe97W248MIL5flrXvMafPzjH5/zWFRM4GoAJdootUZlBV0dUJSTH51HFEXpBZ1DlMWAx2rthb4IRVEURVEURVFOXDT9SVEURVEURVGUnlCnQlEURVEURVGUnlCnQlEURVEURVGUnlCnQlEURVEURVGUnlCnQlEURVEURVGUnlCnQlEURVEURVGUnlCnQlEURVEURVGUnlCnQlEURVEURVGUnlCnQlEURVEURVGUnlCnQlEURVEURVGUnlCnQlEURVEURVEU9ML/B9m1ipC0Qu6lAAAAAElFTkSuQmCC", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "l2_cal = datamodels.open(l2_cal_file)\n", "scene = datamodels.open('data/lrs_slit_extract_example5a_scene_model.fits')\n", @@ -2176,29 +1293,10 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "id": "eb47d382-5de3-43ea-8163-da918b5fcb5b", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/2205233284.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig13.show()\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig13, ax13 = plt.subplots(figsize=[12, 4])\n", "ax13.plot(sp2_ex2b.spec[0].spec_table['WAVELENGTH'], sp2_ex2b.spec[0].spec_table['FLUX'], label='boxcar extraction (single nod)')\n", @@ -2233,7 +1331,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "id": "34b77419-42ab-4adf-a6e3-126a981f2413", "metadata": {}, "outputs": [], @@ -2258,86 +1356,12 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "id": "7eb9e919-1cb5-4f02-8f5e-148d9284f054", "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2026-01-31 15:04:28,491 - stpipe.step - INFO - Extract1dStep instance created.\n", - "2026-01-31 15:04:28,543 - stpipe.step - INFO - Step Extract1dStep running with args ('data/jw02072001001_06101_00001_mirimage_cal_nobsub.fits',).\n", - "2026-01-31 15:04:28,546 - stpipe.step - INFO - Step Extract1dStep parameters are:\n", - " pre_hooks: []\n", - " post_hooks: []\n", - " output_file: /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/lrs_slit_extract_example5b\n", - " output_dir: data/\n", - " output_ext: .fits\n", - " output_use_model: False\n", - " output_use_index: True\n", - " save_results: True\n", - " skip: False\n", - " suffix: None\n", - " search_output_file: True\n", - " input_dir: ''\n", - " subtract_background: True\n", - " apply_apcorr: True\n", - " extraction_type: optimal\n", - " use_source_posn: True\n", - " position_offset: 0.0\n", - " model_nod_pair: False\n", - " optimize_psf_location: True\n", - " smoothing_length: None\n", - " bkg_fit: None\n", - " bkg_order: None\n", - " log_increment: 50\n", - " save_profile: False\n", - " save_scene_model: True\n", - " save_residual_image: True\n", - " center_xy: None\n", - " ifu_autocen: False\n", - " bkg_sigma_clip: 3.0\n", - " ifu_rfcorr: True\n", - " ifu_set_srctype: None\n", - " ifu_rscale: None\n", - " ifu_covar_scale: 1.0\n", - " soss_atoca: True\n", - " soss_threshold: 0.01\n", - " soss_n_os: 2\n", - " soss_wave_grid_in: None\n", - " soss_wave_grid_out: None\n", - " soss_estimate: None\n", - " soss_rtol: 0.0001\n", - " soss_max_grid_size: 20000\n", - " soss_tikfac: None\n", - " soss_width: 40.0\n", - " soss_bad_pix: masking\n", - " soss_modelname: None\n", - " soss_order_3: True\n", - "2026-01-31 15:04:28,644 - jwst.extract_1d.extract_1d_step - INFO - Using EXTRACT1D reference file /Users/iwong/Documents/Astro/STScI/pipeline_testing/jdat_notebooks/notebooks/MIRI/MIRI_LRS_spectral_extraction/x1d_reffile_example5b.json\n", - "2026-01-31 15:04:28,649 - jwst.extract_1d.extract_1d_step - INFO - Using APCORR file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_apcorr_0017.fits\n", - "2026-01-31 15:04:28,653 - jwst.extract_1d.extract_1d_step - INFO - Using PSF reference file /Users/iwong/crds_cache/references/jwst/miri/jwst_miri_psf_0002.fits\n", - "2026-01-31 15:04:28,654 - jwst.extract_1d.extract - WARNING - Turning off aperture correction for optimal extraction\n", - "2026-01-31 15:04:28,676 - jwst.extract_1d.extract - WARNING - spectral_order is None; using 1\n", - "2026-01-31 15:04:28,676 - jwst.extract_1d.extract - INFO - Processing spectral order 1\n", - "2026-01-31 15:04:28,686 - jwst.extract_1d.source_location - INFO - Using dithered_ra and dithered_dec to center extraction.\n", - "2026-01-31 15:04:28,700 - jwst.extract_1d.extract - INFO - Computed source location is 316.01, at pixel 200, wavelength 10.79\n", - "2026-01-31 15:04:28,706 - jwst.extract_1d.extract - INFO - Nominal aperture start/stop: 27.00 -> 34.00 (inclusive)\n", - "2026-01-31 15:04:28,709 - jwst.extract_1d.extract - INFO - Nominal location is 30.50, so offset is 285.51 pixels\n", - "2026-01-31 15:04:28,722 - jwst.extract_1d.psf_profile - INFO - Optimizing trace locations\n", - "2026-01-31 15:04:28,998 - jwst.extract_1d.psf_profile - INFO - Centering profile on spectrum at 315.34, wavelength 10.79\n", - "2026-01-31 15:04:29,351 - jwst.extract_1d.extract_1d_step - INFO - Saving scene_model data/lrs_slit_extract_example5b_scene_model.fits\n", - "2026-01-31 15:04:29,400 - jwst.extract_1d.extract_1d_step - INFO - Saving residual data/lrs_slit_extract_example5b_residual.fits\n", - "2026-01-31 15:04:29,448 - jwst.stpipe.core - INFO - Results used CRDS context: jwst_1464.pmap\n", - "2026-01-31 15:04:29,503 - stpipe.step - INFO - Saved model in data/lrs_slit_extract_example5b_extract1dstep.fits\n", - "2026-01-31 15:04:29,504 - stpipe.step - INFO - Step Extract1dStep done\n", - "2026-01-31 15:04:29,504 - jwst.stpipe.core - INFO - Results used jwst version: 1.20.2\n" - ] - } - ], + "outputs": [], "source": [ "sp2_ex5b = Extract1dStep.call(l2_cal_file_nobsub, output_dir='data/', \n", " output_file='lrs_slit_extract_example5b', override_extract1d='x1d_reffile_example5b.json',\n", @@ -2353,29 +1377,10 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "id": "e8767cff-515c-4e0d-8f91-4dde34a3ed46", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/444863612.py:18: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig14.show()\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "l2_cal = datamodels.open(l2_cal_file_nobsub)\n", "scene = datamodels.open('data/lrs_slit_extract_example5b_scene_model.fits')\n", @@ -2409,29 +1414,10 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "id": "08b49768-c06c-495c-a6d2-786dd24d06a6", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/15/2bqy5cl94jq15mlyt1vnkls40005sl/T/ipykernel_53979/946091776.py:9: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", - " fig15.show()\n" - ] - }, - { - "data": { - "image/png": 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33njjnLZHLwmGKhXHeT85qsoRYLbLeZ/oscHrkKOgxXNPnMtx1aEHC685jnI7nyd6SrRo0UKFrRSH17YzbKNz/y0JjqBzffqx5L2C90WGkNBTQu+b9Fyg6/v57IsOvbZ4Lp3bR87WRudz7DyCz9Fs3q+c7wfO54r9nP2F26EXjB7GxfstvXo4Sl88sWdJ+8drh32L91t6xrCf6zD0jr8ZPE/OsB+WBr3keIx1eA3zWmZ7nPsOl+NvREnnuqzQ88U5SWjxY673M/Yd5+Xo9u/8W1ca+vGjJ8fZfofKSll/g84EzxH3vTgV0T/OBu9VDI1iyBJDKnX4W8bf9eXLl5/228e+7rwttpHroaeOIAgSFiEIQjlDF/KyJHTkAzJdmBniQEOjJMOBggPdh/lgwRh4nZKqUdAt2xn94au466g+v3g8MF3+iz+cMNEioesjXS+Loz/c05grDRo7zg/tZ4MPazROdaGBRoOzAFI8wZhzG+mafy5QHCgewlIcPuTpyzrDXATO8NjxGBaP3T0XaKg5u8Lr54sxycXPDec7n0M+PNMtneElfPh0jtPVQ3LOBbr2MiSEx5diD0MfaBjTxdgZGhzOD6XFz4neT9gPGMddEno+gv3796v3C60lX9L1Ud7Hh/u0ZcuW086XjnOOBd29m6ICv8fwieLix/nsE6Er9GuvvaaEPoaA6Dj3Fx5XnqeS7jHng25EUJgpDsUAGiRn69e8J5SUb6M4NFx0A50iAu+tfNEtnp/pUk5X/5LCqM6F4vdP/Z5VljaWdD+gcEUDzfl+QLGOIV90dy9usPH6ONdrgKENFHQo0tE9v3gFAP08Fa9UxGNX2j25eD8r7VzzPs3r/kIMyrMdc33dxY8tRZzi95zSBCMK+BRsKVhSgGGoC4Xg803wWh6/QcwFU1LllfLuH2WBuRIoXpR0LTPEg/dN5hJimFp5XSuCUNMRcUEQBJfA0RndOGfuhZKSr3GEhiMKFCJomHFEifHN+gOGM86jTWWZX5aR/bOhjwYxHrS0kltnyzNQErogUjzxZHnDhycaZUyiWPyBSYcGJCkvw+xMXMg5pED1wgsvqLhf5hygAcEHaI5wnc+oHePX2c846seRLT6kM/6d+R6cvSvKArfP/sscEiVRmoF+vpRkuJf38eF36InBGOWS0A0OZ28a3fjn9c58GRe6TzSu6fHDc0XRhMYsDS/mPCme8NOVlNZ/ywLFReaj4f2S+0uxgcIJ5/MzjT2eC33Uu7zbWB73ScLkh/Q+4Wg/hTsKTRRd6GHCvC3n0wc5As74f16jzEnCOPwL5VxFr7KMnFPIK+n4VvQx577Q64XeHfSw4DFiXgDmA+I9jds/U5sripKOcUX0j4qios+bIFR3RFwQBKHS4YMChQM+SNC4oeHD0RSOqugw4ztHZ+jq6vwAxCRKFQETXfHhwHlbTDJH9ORxxeEDEOF+0B28vNDdYosbnUxSVbw82tnaeCb4MM4ket9++60aMSoOR4/44M7R2OKjf8XDBXjseAydR/YvxE37XGF/YSZ4jpAXf2jVEwSeKzTA6b7LF7PP04hlcjdncYF9mefL2Zgufk7YT+he3bt37zMaL3p/YgWP4sfbmfM5ruV9fNhWHpOy9HsmeKQrOhMn6okm6crOqh8Xsk+sdkIDhAlhnd3hKS4UbyvPExNXliYCnksb9HYzsR8NNWc4z3m/LhRdNGDIDBMIcgSasC8yqaA+kszR+zNR0dci7wfsXzrsGzzvNP51cYmhOLyfOyeepBdNadfA2foW94mCHT2MGBbH8Dvnqgz6eeB9ydkjge0o6yiz87l29hZgqATb7txGjmAXryCheyCUxdOgtG3z2Dr3M3rxcdt68uMzQQGRHgt8vf/+++q3lglLKTiw7fqoe/F2l+aRUZbfoPPpa+XdP8raBv7GsmIFz29x6DHJ43e2xJmCIBRFci4IglDp8CGHrtEsscVRVGaSZoyus4u+PjrgPBrALNqrVq2qkDbxoenXX38tYljT6KYxUlJIBOEDPR92mAFeL33mzNnKU5X0f4YhMPs0Db7iBgPjh5nF2vkBl5/5gOS8bFlLUVLQoUcCs5YzvtcZGmM8J3wIL0nQ4bHRQyZ045XGBLOA6/ABVHdnrWjYX4qPHDEvQPHcGmWFD7rFPVBo8Du73uuw6oMO28DPHEHnAz1hvgiOBLKvF4fnVH+wp/HN8BN65xTPZu+8b+dzXMv7+HCfeC3SsC8O94f75Ryfzv5EYYPXPN3XWS2m+D7p3z2XfaIR4TzKStds5lhwht5PNBI4Ilp8BLR4G8qyfYYl0BOFXizO/YHGLbPWO1epuFBoFNONnF4zNCopUOmiAz1reN3RFb14SEBxzuf4ngs8r86haxQ+2Af0+0FJ93Pev+hx4kynTp3UPvMeWLytJY0MU6yiQcqqHawIwTA7HV5/PC56ic6SrtezQQOW22DpT+ftsy/zGnQ+1/wtYPlC7pdz2I5zid5zgf2M93b2M+d1sqpCWc5jSZ5vurim91vdWHfOkcLrieezJMryG3S+13J59o+ytoHb5X2XIrpzCA9zmtD7iR5CHDwQBKHsiOeCIAjlCh+wSzJsKSBw9IYP33TPpucCHwb1hyU+9DDxFmNn9VF1PjQyySIf4DiCwYcsGsMlGfIXCkeeafBwdJBxzCyhxweM4qOgztBgobs8H6AZk8kRbhoCNNg4MsSHEr3cY2nJL2kI8TgwLIHGObdLcYAltIrHpXKU8q233lIPQWwvXVwZ1sAHQedkamUtRcn10zjhQzgfoth+PtDygYwPVnRJffzxx1XJsJJG9fXv8DjxYY/GNw1JHT5sso0sLcaHfxro+jkvb9hfaDyyPexrdL3nqOb5jBgS9jOOgnIfuK8UX3isnJM3Eo6c092YeTeYLJT9ny7ITMipe57Q3ZdJzyga8HzxYZbniyOSNPCZC4FCD/sLjUh6RvB4MY6eI4uMqWdcMHOQnO9xLe/jw1Cl33//Xa2X1zLbxBFNrpfHiX2UAhmvHx4PXuPMnUFYDpaJVmn06cn2dMOEo6rsbzw+3Kfi8d3O8L5AoZL5MHismOeB1xT7oR7OQ/iZ66W4Q6OcHlL0dOC1zmuK50VvA9vEHA78DgWE4p4JhG3jdchjyXPLknx6KUqO3j766KMoT9hm5qdp27Zt4UgzjSweG44alyXfgn58Wb6SXiM0qkq6rs8XGoK8j1B04igwjULeHxi2Qtjn2HZeJ2wDRSHe44rfo3hP5TnguedvAo8xw134m8KY/JLELHoD0YjnueK9mPc+xuTzPs5kuczbw3awn/Ba4jXKvlmW0W1ewyxnyQTE/D7Xo+8frz32Yx1et+z7XI7HgeIPw/t0A/5cYT9jX+S9g/vGHAr8HeQ1VZbrltc7RQNeJ/SC4PXBdvM61HP58HeL4hT3kWIE73Xsa87i4Ln+BnF/mWyRv9cUS9lPeW8sLW9KRfSPc+nvPMb0DOIx4f2IghQFEwowLA8qCMI54upyFYIg1PxSlHpZKpaR6tq1q1avXr3TyjbpZbhmzpypPrPUE8sSsuQUy+WxdBtLvbHUl3MZPr2UGkvZlVRK66effiqxnSyXpcP1sYzZggULtHbt2qnttWjR4rTvllSei2zcuFEbNWqUKufG73J911xzjbZo0aIzHrO//vpLlausW7eu5ubmpgUGBqqSZyV9jyW8WCpv3bp1Ws+ePTVPT0+1HZZEK2nZc7m9s9zaY489pjVp0kS1n+1guS29/GRJx2D69Omq3CdLkLFcJI/f4cOHiyybmZmp3XDDDWp9/I5+3korRamXlitpv4ujnzMdlip7/PHHVflQtqd3797aqlWrTisDV9ZSi6+99prWrVs31Xauj/3h9ddfL1JuT28zS5jxvLFkGksEssxZ8ZKHegk5luzj+ljmrG3bttq4ceNU2TNneNxZopTLscQe28HjfbbjWlqfr4jjQzIyMlQfYL9hKbeQkBDV7nfffVcdp6NHj6pSp8OHDz/tuywLyWN34MCBIuUtWeKU5Rady+NxmqXlSmLy5MmqHKx+zbLdPP4l9X+WDeR9hMsGBQWp/V64cGGR0oXsUzw3zqX+Srvuea/S18dSkDfeeKN27NixIsuU1q9La2NJTJgwQS177733FpnPa5Tzi98vSjqHvPeyZCpL9rK0q77t0u6fJZXsKwn9fvrvv/9qY8eOVcfV19dXHYukpKQiy65YsULr0aOH6n+RkZGq7/OeW9KxZXlJ3ht5Lnj8eF/+5JNPznhcExMTtVatWqn7KcuP6vv9wgsvqHncLkuU7ty5U92r77nnnjP+LjjD+yz7F+/TvMZ5LoqXQiQs08g+zD7Ba4z369JKURa/Tku79liKlOUXuU6WbF66dOlp6ywJ9osRI0aoY83rk+8sxVy8fCzvX+xLXD/37dlnn1XXRUmlKMv6G8QSpDwXLAXqvE+l3c/Lu3+U1t9L69cbNmxQJaXZd3kfv+iii7SVK1cWWaa0PlLa/UEQaisG/jlXQUIQBKEmwdFGjnRx9Es4e2wsY6s54s7R9toMR+w5UlkRnjSCIFQM9MziKDlHrOnRIgiCIJQfknNBEARBEARBqHHk5OScNo8hXMQ5+aMgCIJQPkjOBUEQBEEQBKHGwZwAzPfBqhXMTbJ8+XJVIYd5T/TkmIIgCEL5IeKCIAiCIAiCUONgaVwm6GNiPlYA0pM8MiRCEARBKH8k54IgCIIgCIIgCIIgCBeE5FwQBEEQBEEQBEEQBOGCEHFBEARBEARBEARBEIQLQnIuVBHsdjtOnDgBPz8/GAwGVzdHEARBEARBEARBqOFomoaMjAxERkbCaLww3wMRF6oIFBaio6Nd3QxBEARBEARBEAShlnH06FHUq1fvgtYh4kIVgR4L+kn19/d3dXMEQRAEQRAEQRCEGk56eroa5Nbt0QtBxIUqgh4KQWFBxAVBEARBEARBEAShsiiP0HxJ6CgIgiAIgiAIgiAIwgUh4oIgCIIgCIIgCIIgCBeEiAuCIAiCIAiCIAiCIFwQknOhmpUJsVqtsNlsrm6KIAhVBJPJBLPZLCVsBUEQBEEQBJci4kI1IT8/HydPnkR2drarmyIIQhXD29sbERERcHd3d3VTBEEQBEEQhFqKiAvVALvdjoMHD6oRysjISGVAyCilIAj0ZqLwmJCQoO4RTZs2hdEo0W6CIAiCIAhC5SPiQjWAxgMFBtYf5QilIAiCjpeXF9zc3HD48GF1r/D09HR1kwRBEARBEIRaiAxxVSNkRFIQhJKQe4MgCIIgCILgauSJVBAEQRAEQRAEQRCEC0LEBUEQBEEQBEEQqj8Ju4GMOFe3QhBqLSIuCBXKgAED8Mgjj7i6GYITDRs2xIcfflgp27r55pvxxhtvuKyvLFmyRCU/TU1NRVWjeNvmz5+PDh06qPwqgiAIgiCcneOpOViyO14lOEb6CWBiX+CLvkBWoqubJgi1EhEXBKGGGvbffPMNAgMDT5u/du1ajB07tsK3v3nzZsybNw8PPfRQmZb/5ZdfMH78eNRWhgwZohIz/vDDD65uiiAIgiBUeQ4nZeG5jyZh5bcv4rPFe4GjawBbHpAZB8x5mCWVXN1EQah1VDtxYcKECcpAY0b07t27Y82aNWdc/qeffkKLFi3U8m3btlXGjjNUOl988UVVI55Z1wcOHIi9e/cW/v/QoUO44447EBMTo/7fuHFjvPTSSyoruzNbtmxB37591XZY1eHtt98u5z0XKovi57aysdlsFTp6HRoaWilVRz755BNcffXV8PX1LdPywcHB8PPzQ23m1ltvxccff+zqZgiCIAhClSQuPRcv/bYNny/ZjzumrsNLtk/xrNt0bFo0A1vWLTu14K65wJaZrmyqINRKqpW4MHPmTDz22GPKuN+wYQPat2+PwYMHIz4+vsTlV65cieuvv16JAxs3bsTIkSPVa9u2bYXLUATgw/zEiROxevVq+Pj4qHXm5uaq/+/atUsZel988QW2b9+ODz74QC377LPPFq4jPT0dgwYNQoMGDbB+/Xq88847ePnll/Hll19W2LGgKJKdb630l3I7O0esViseeOABBAQEICQkBC+88EKR9aSkpOCWW25BUFCQMnovu+yyQoEnISEBdevWLeJaz/Pq7u6ORYsWqc88PzyPTZo0gYeHB+rXr4/XX3+9cPmnnnoKzZo1U+tu1KiR2r7FYin8P88V3dG/+uorJSKdqZTf8uXLlYhEoYkiEkfls7Ky1P++/fZbZUg7i1P33XefEreys7OV2z/LBT766KPKHZ4vZw+D33//Ha1atVL7cOTIEeVhcOmll6pjxmPXv39/1e+doUv93XffjfDwcNXuNm3aYO7cucrl/rbbbkNaWlrhtrifJXlPcFsjRoxQbff398c111yDuLi4047Pd999p77Ltlx33XXIyMg4o0Dy888/Y/jw4UXmf/bZZ2jatKlqK9t81VVXlRoWwW3xvN9+++1KdOB5LX5NsS+wbVxfly5dMHv2bLWvmzZtOq9zWBJl2f+8vDy1nrCwMNWWPn36qPPnDIVN9kNu96KLLlLCZXF4vNatW4f9+/eX2h5BEARBqK18Ousv9Fn3IOYu+BOp8ccRY3Q8r3Qx7ELSPsfv7n57hHrPWDnZpW0VhNqIGdWI999/H3fddZcymgiN/D/++ANTpkzB008/fdryH330kXI1fvLJJ9VnulwvXLgQn376qfouDVwaWc8//7wyrnQDkUYPjRQaEPw+Xzo0Tnfv3o3PP/8c7777rppHN2aOdrMdNHpbt26tjBu2t6Lcz3MsNrR6cQEqmx2vDoa3+7l1m6lTpyqBh14mNJx4TGgo8lzqo7U0yGlc07ilGDB06FDs2LFDjbLzuFIUooDTvHlzFcdPseKSSy5R33/mmWcwadIkJfzQqDt58qQShXRomNKAj4yMxNatW9V2OW/cuHGFy+zbtw+zZs1Srvkmk6nE/aDBx77w2muvqTZR+GA7+Pr666+VQELD/sYbb1RG74IFC5RgsWrVKiVscN0UxLj/+r7rUHx466231PJ16tRRRuqBAwcwZswY5QHAvvree++p48JjxfZTVKEQQyP3+++/V141PGZsf69evVTfplcO+yspyYOA69CFhX///VcJQffffz+uvfZaJVA47zuvCe4fxSAKEP/73/+KiDjFPXkobNDg1+G5pwFOI53tS05OxrJlTqMMJcB95nVLMY9ixb333qtEFvYDino0xnlMpk2bpoSbs+VsONs5PNP3zrT/7EvsP+zrFBkpdlGkZL+iR8bRo0cxatQodWx5/nksHn/88dO2w+uC9x8eF55PQRAEQRAc7DyZjob7p+FS8waE+bljgfulQEFKpUG+h+CfdwLQgJ8wEE/jO2TGH4KPXYPR6BjMEQSh4qk24gKNd3oF0JB0ru3OMAYabyXB+fR0cIYP/DQSyMGDBxEbG6vWocNRSYZb8LsUF0qCRhMNBuft9OvXTwkLztuhsUhDhCPyxeFIJ186NJRqKhwdpuHPEWUahTTw+ZkGti4qrFixQhmculjD7/A80a2exiOXpdFOY5XeJW+++aZaloY1RSQKRjTECY0yigw6FI90OPL8xBNPYMaMGUXEBfYvCksUM0qD22QbdAOWI/D0eqGxS7GJI9b0cGnXrp0yoikmcNS7c+fOann2GRr+FAbojeEMPSk4qk/xQefiiy8usgxH7enhQBHg8ssvx99//60Em507d6oRcV38cu7LPObFt+UMvT94Pngt8JgTHgcKZBx579q1a6EIQYFGD1ugwMPvliYu0NDnvlIkcfaQ4Llj27keGuEdO3bEmeC5p/cHoejEfrN48WLVjygocP8oLPHY0+vj+PHjpwk353oOS+JM+0+vB36X/6fYQ9gmCpmTJ09W4ib/z35JsYTo1wHvEcWhCMbjJwiCIAjCKT76ey9uNBxV0+0tW9C+bUdgteN/MXm7AM0GwIB777gb+Po7BNuTsXJfAvo0O/UsIghCxVJtxIXExETlas1RPWf42XmU2hkKByUtz/n6//V5pS1THI5EciRZ91rQ10N3+uLr0P9XkrhAI+eVV17B+eLlZlJeBJUNt3uu9OjRozAEgPTs2VMZWTyfNIzNZrMSdHQ4ck/ji//T4fGmyz9zaFBkYugA4TIUaXQvhtLCaWhAcvQ5MzNTjc7TQ8IZGrpnEhb0BIUckXdOuEePAhqeNM5btmypzjUNSopLFEtK8qgpCQpTFCWcYWgChRF6EDD0h8eLHg400gm9Y+rVq1coLJwPPH4UFXRhgdBIp4jB/+niAkUZ53wIzFFSWjgSycnJUefI+bwzxIPHmQKI7hF05ZVXnjH/g/Mx0YUSfbv0yOD/nQWBbt26XfA5LIkz7T/7FcWh3r17F/6fiRnZFr0P8925j+vXQUkwbILnWRAEQRCEU14L87fH4hWPY44Zlmxg43enFlDCAh8imyAgqjnsMMDDYMWcVVvRp1npz4iCINRScaEqwFFRGkQcTT/T6GhZoAeGs1cFPRecDbyzQUPrXMMTqjM04E6cOKGMQMaqMzmnboidCXqVcKSaQg4Nfo7m02tBH0HW4Yj62aAwwfwGJVU/oDu7ztKlS9WoPcMzOKpdliSF3A9nQ5zQEyMpKUl5ZtAop7FOg1RPOHm2fS9PaCw7w7aeKekk80TQQGZbdY8eHgfmjKBY8tdff6mQDXp20EOipKoW57Pd8jqHFd2OM8FwkbMJXYIgCIJQm5i8/CD8kYlwg1Np6fxMx3toCyChYKAxoh1gdofdKwTGnATs3LMLCRl9EOrnGJQSBKFiqTYJHWms0GBzTjRH+Lk0t2/OP9Py+ntZ1knDlknYOBpdPKlcadtx3kZxaChy9Nz5VVNhokxn/vvvP+WOzvPJkWJ6EjgvQ4Oao9IcQSc0UG+66SaVB4Dx93feeWfhqDHXQyNbT+5YHOY+oGH+3HPPqZAKLn++LuedOnVSOQ2YOLL4SzeguT26us+ZM0flMWAsvzNcjh4IZYGhIjSCGRrAMAX2GXrw6HDU/tixY9izZ0+J3y/Ltnj8mQ+ALx3uIxNF6sf/fGACRH1dztBLhWFIzElADwIKRf/88895bUMPLXAOLyqeRPF8zuG5wnAHfpfnS4eeDGyLfgx5nItXtuF1UBwmkqWQdrZwEUEQBEGoFdhtyPn5Xvht+RrNDAVeC854BgAdbzr1ua5j8MkcGKneQ7UkfLlUkiQLQmVRbcQFPrwzdt3ZiOTIIT+X5l7M+cWNTsZB68szlIHGv/My9CCgoeu8TnosMJM9t8+kb8z1UHw7HK12rkDA7dD4KSkkorZBN356aVAwmD59ugorefjhh9X/aOwzoSA9QZjFn27rFBKioqIKk2xSGGCeC4Y26JUfWEGA0CWe85g/gbkCaJjRaGNogr5+bp/eCvwf1/Hrr7+e135wOxQPKBgwJIH5In777bdCAYH5HxiLT0GAsfd0vWdIBhMROrvXs6+wTzkLBSXBtjP5IV3q2SfpgeHsrcA8Acz1MXr0aNXf6Nb/559/Yv78+YXb4kg9+ze3VZKrPQ19eoFw3fQqoAHMxJRct3MyxnOFI+805HlOdZgMkcefx44CD88Xr2FeJ+fDDTfcoL7PBIk8RkygqYcrFfcCKes5PB/o9cJEk8ytwGNP8YL9mcebiUzJPffco7bFZXgdMF8EczQUh31X91ARBEEQhFrPsbXw2jYNTxu/w+V1jjvm1esKGArCdKO6APWdfjPrFoRT+kc5PhpSsHz5Emz/4SkgJ6XSmy8ItY1qIy4QGqhMlMaM7DQm+EBPt3O9egSNIueEjzRg+bBPF3jmZaALNrO064YEDRAmdmPmeCYV5Cgo18GEaqxO4Cws0GWahguzyzOPgnNOBho5FD9oSLBcJQ1KurIXTyZZW+ExZQw+Y9CZLZ/nxbmKBgUbCjdM9EejijHwLNtHV3S60LPqAY1sendQ2OE0s+kzSR5haUlm3qebPUeI6eGgezZcccUVqvQjzzlH02lYcvnzgZ4CTKZITwGWMuToMrfJ/kK4XzQ09bKZNNo5TTd89iPy6quvqtF6jnafzfWdAgkTgtJI10UL5wSJhBUKmBeBJVc5Sk6RRfdWoJcNjVoeD26L3gLF4TVA45oiGIUKig3MicA+fKHQw8Q5twFDH5jkkokqeZ5YsYViE70yzgf2B3qIUCTguaUIxfNBSkvMeLZzeL6wcgRFHp4nni/mZqHYoYuLvH/wXDFJKZN2ct+dy6vq8HhQ6DlTHgpBEARBqC1Ykhxlm5k/4VrbPMfM+j2A6G6nhAYKCj6hgJsPEFng+efnKEc5rKGGZ8zT0HrvRGRNvRqwOErNC4JQMRg0WnLVCFYFeOedd5RxT4OCI6F6ojSKABytdR4RZAJAJsWjQceRYBpYdDPX4e6/9NJLKtSBruCsMsCs/XqSPK5LFy+K43zo6OJNw5mu0AzhePDBB9UoaVmhxwTzAXCEvniIBF2lOSpNT4vSjCZBqGpQUKJXAoWKyhqJp5jB65XXUWXmpCgP6F3C40UBtHiC2LMh9whBEAShJnLw11cQs/n9ojNHfAaENAPWfAkMeRPwCQGS9gPWPCC8IKRz6bvAP+OhdbgBmVvmws9eUJWt9SjgqikcXan8nRGEKsqZ7NAaLy7UVERcEGoi9DxhuMjw4cMrZP0MraCnBcNoGFJDDxWKjN9//z2qGxQVGLpDT5NzRe4RgiAIQk1k44Rb0DHht6Iz7/oHiHKU+S6VTdOA2fcCoS2BhJ2waQZoBhPMsAJ3LDzl+SAIAspTXKg95QYEQah0aOhXJPRgYlgD31kekpVcXn/9dVRHmOPiQvJcCIIgCEJNQ0s9lXC6kJAy5GoqCIugsEAOaJE4YmqIS+wrgH2LRFwQhAqiWuVcEARBcIY5JhjypI/cf/DBB5KvQBAEQRBqAGnZFgTknVTT1sCCcMHA+oCH79m/XJDQUWenVh8L8gpCJvafX5UqQRDOjogLgiAIgiAIgiBUKf47kIhIQ5KaNg94ylEhosnAsn3Zv8BzoYBYz8ZYbnOUqcTxdUBOarm3VxAEERcEQRAEQRAEQahibNm9D16GfNhhANqMBh7bAQx5q2xf9vAD3P0KP1pDW+MEQpDi1QDQ7MChZRXXcEGoxYi4IAiCIAiCIAhCleLwgd3qPd8zFDC7A351He9lxf9UmWm/Bh3U+2b3To4ZEhohCBWCiAuCIAiCIAiCIFQZEjLyYEs5oqbNwQ3ObyV6aIRXEGJimqrJ+bmSd0EQKhIRFwRBEARBEARBqDKsOpCEKEPiBYoLBUkdw9ugdVSAmpyT1giawQikHAIyYsutvYIgOBBxQRAEQRAEQRCEKsOq/YmF4gICo89vJXWaON7rdUGQjztiQnyQBS+k+zZyzD+xsZxaKwiCjogLQrWlYcOG+PDDD2vMdlwJyzkaDAZs2rSpwreVn5+PJk2aYOXKlWVanu2aPXt2ubbh5ZdfRocOjvjLqkbxtj399NN48MEHXdomQRAEQahMVu5PQj1dXAg4T3Gh21hg9GSgz2Pq4zVdHOtZm1fgCSHigiCUOyIuCFWeb775BoGBgafNX7t2LcaOHYvqTmUa9uTWW2/FyJEji8yLjo7GyZMn0aZNmwrf/sSJExETE4NevXqVaXm267LLLkNt5YknnsDUqVNx4MABVzdFEARBECqcYynZOJyU7eS5UP/8VuThC7S9CvD0Vx+v6xoND7MR/2YViBXHN5RXkwVBKEDEBaHaEhoaCm9vb9QWOOJfUZhMJtStWxdmsxkViaZp+PTTT3HHHXeU+Ttsl4eHB2orISEhGDx4MD7//HNXN0UQBEEQKpxV+5NQB2loYEq4MM+FYjA0YmSHKGy1O4VFaFq5rFsQBAciLlRXeDPMz6r81znehPPy8vDQQw8hLCwMnp6e6NOnj/I40FmyZIkatf/jjz/Qrl07tUyPHj2wbdu2wv/fdtttSEtLU8vxRbfxksIV+L8vvvgCl19+uRIdWrZsiVWrVmHfvn0YMGAAfHx81Gj5/v37C7/D6REjRiA8PBy+vr7o2rUr/v7773M+HV999ZXaHtvfokULfPbZZ4X/u/3229W+8VjoIkHHjh1xyy23qM8cxSecx31gW509DF5//XVERkaiefPmav53332HLl26wM/PTxneN9xwA+Lj44u0Z/v27eo4+Pv7q+X69u2r9pXHjqPgv/32W+Hx5DEuyXvi33//Rbdu3ZRhHxERodzzrVZr4f/ZTp7bcePGITg4WLVFPzelsX79etWOYcOGFc7j8XjggQfUNnj8GjRogDfffLPEsAi9nb/88gsuuugidZ7bt2+vzrMzkyZNUt4Y/P+VV16J999/v0Tvl7Kew5Ioy/4fOXJE9S/2LZ6La665BnFxcUWW+d///qf6H88TRZfc3NzTtjV8+HDMmDHjjO0RBEEQhJpA8Ko3sNrjfvho2YDRfP45F0rgll4NsFOrD4tmArITgbRj5bZuQRCAih2mFCoOSzbwxqn6vZXGsycAd58yL07Da9asWcqgpdH49ttvq1FYGvw0yHSefPJJfPTRR8pAe/bZZ5UxtWfPHiUGUEB48cUXsXu3o94xDbXSGD9+vDIk+XrqqaeU4d2oUSM888wzqF+/vjL0acj++eefavnMzEwMHTpUGfA0or/99lu1bW6Ly5eFH374QbWPI/IUCDZu3Ii77rpLiRljxozBxx9/rAxgGucffPABnnvuOaSmpqrlyZo1a5QRT1GjdevWcHc/VcN50aJFyihduHBh4TyLxaL2k2IDRYXHHntMCRHz5s1T/z9+/Dj69eunjN9//vlHfX/FihVKGKCL/c6dO5Geno6vv/5aLc/zcOLEiSL7xHXwuHC9PCa7du1S+0TD29mA5nnl9levXq0MfC7fu3dvXHrppSUeq2XLlqFZs2bKkNbh8fn999/x448/qmN+9OhR9ToTPIbvvvsumjZtqqavv/561afoecF9veeee/DWW2/hiiuuUMf1hRdeuKBzWBpn2n+73V4oLFCo4fG///77ce211ypBh3CfeTwnTJighDcKRzwe7LPOsH8cO3ZMiSsU1QRBEAShJqLZ7eiZ9AvMBjsygtvC76JHzum582y0ivCHr48vdlui0cZwCDixoVzFC0Go7Yi4IFQYWVlZypWbORP0mHmOKNNQnjx5shIUdF566aVCg5QGW7169fDrr7+qkd6AgAA1Wk3h4WzQy4HfIRQXevbsqQxLChrk4YcfVsvo0OjnS4dGO7dLY5ciRFlg29977z2MGjWq0BNhx44dyouChimNy++//x79+/dXRjXFksWLFyujXw/vIHXq1DltH2ncckTdWXCgQKJDI5TGKD0uKJRwWzRUecw40u3m5qaWo0Gv4+XlpbwoznQ8OWrPkX8a2zz2HMmnAMFjSiPcaHQ4PdEjg/tPaOhzeQoipYkLhw8fVl4YxUf3+V0a19wWRaizQZFE93545ZVXlChDcYHt/OSTT1R/4zL6vjN55Ny5c8/7HJbGmfaf71u3bsXBgwfVsSQUathWeu/wnLEv0FtBDxN57bXXlBhS3HtBP2Y8fiIuCIIgCDWVIydOogEcv4Fud84HvEsfUDof+JzBspRbDsSgjZHiwkag1Yhy3YYg1GZEXKiuuHk7vAhcsd0yQvd3jrJzJLfw625uahSWo+fOUATQ4Ug6R+WLL1MWaOzp0NWctG3btsg8Gm4cuadxT4OcI8cMy2DiQI4u5+TkKIO3rAIK95PGIUe6dbgeGvjO+0djl+IFDXQa0mWBbXcWFvTQArZ58+bNSElJUSPkhG1u1aqVCm1gGIQuLJwPPPZsM3+EdXgeebw4gq57dTgfb8LQhuIhGs7w2NL7wRmO9tMY5zkfMmSICucYNGjQGdvnvF1uk3C7FBfodcJQCGfY50oTF8p6Ds/WjuL7z2NIUUEXFgjPD8Mz+D+KC3ynl4UzPO4Un5yhIESys7PP2B5BEARBqM5s37kDHGJIN/jDv5yFBZ22Uf7Ysr8xbsBi4Pj6CtmGINRWRFyortDoK0c3sZqCs0GtG8YlzdMNchr89KSgiz3LI9KIu+qqq8qcPJHGtu6R0b1799OSJOpwe3TX5zyOsJcVei4UN4TphcEXXfnp9UBRgZ/1NuuGaGVQXMDg8dWPbWnJCTma70ynTp3U6D5DVThqT8+TgQMH4ueffy7Tdouf03OlrOfwbO3Q23K+7TgTycnJRbxcBEEQBKEmcuSQ4xkp17suHP6d5U+byAB8ZG9yqmKEzQqYxCQShPJAEjoKFUbjxo3VqDuNah16MtAlnCO4zvz333+F0xyNZ74FJtcjXIfNZquQNrJtHDnnSDe9BBgqwLj2skJPCLqss0wgxQnnl56okbzzzjsqbwFj7+fPn1+Y74Dongll2UeuIykpSSUBpHcCR+qLewpwNJ25DXisS6Isx1NPhsnqDs7HimEdDFk5X5jPgPvgvF5CLxLmIqCBP3PmTJWnQzeozxV6QDgnDSXFP5/POTxXeAyL549gqAXzbej9n8swX0Np14IOE5xSyGBIhSAIgiDURPhskHzyoJo2B1VcHoQ2UQHYrdVDuuYN5GcCsVsqbFuCUNsQcUGoMDjqfu+996rcCjSoaVjR7Zyu3cVLEb766qsqRp1GFI19jnCzUgJhjDlHl/n/xMTEcnUNZ5w8Kw8wlIBhBkwAea4jz4z5Z3UD5j6gKMKReYoHTCpJmByQeQqYO4GhBZzP3A80ZgkradDbgMeIlQRYGaM0GI5AcYB5Bfh95oZgqIUzzBXBsI/rrrsO69atw969e1WiQD0hJo/nli1b1Gcez5JEiPvuu08ZxQ8++KASA1hdgrkFmLxQz7dwPrDCA88lq1no8HhMnz5dbYfH76efflIiz9mqO5QG28zkllwv9515E+gV4Rzica7n8Hyg9wUFqxtvvBEbNmxQiTtZIYS5N1jtg7AfTJkyRW2L2+Uxdj42OhSLKCZVpleKIAiCIFQm+xOy4JfvqKjkH15x+YXqBXnB38sD6+wF+aiOnC7qC4Jwfoi4IFQoHGEfPXo0br75ZuX+zpCABQsWICgo6LTlaGh17twZsbGxmDNnTuGIPitGMC6dI9t0C2fFifKCxiPbwm2wSgTDC9jOc+HOO+9UwgENRBqTNB6ZxJKj3szvcNNNNynBhOsnY8eOVUY2jwk9CFjhgEYtjWCOoLPCQGlw/7luGuAc/eZxY0iHM0wMySoRNOLZFh5TegToLvwUeDi6TwOX63P2LNGJiopSBjoNYia85PGnIPT888/jQmDb6CXCkA4dekPwnLI9zENAzxFu+3xFDAo4EydOVOeWbado8+ijj56W66Gs5/B8oZhBUYb9i9U7KDYwASc9M3TYp5lwlFVVeJ6YsJGCXHGYnNM5H4QgCIIg1DT+O5CESEOSmjYHnr+XZFl+n9tGBWCtvYVjxpGVFbYtQahtGLTi/smCS+BIM5PHcdRaryKgQwOVMek0dM5kIFVHWJKPhjZDIc53pFqoXtBrggkcmUTxTGVFyxMa5vSMoAdAdYNeF48//rg6bhSiSqIm3yMEQRCE2sED0zbghp33o5dpB3Dll0D7aytsW2/+uRPrlv6JWR6vAN4hwJP7HPnMBKEWkn4GO/RcEc8FQRAqFeaEeOutt5QxXFHQm4NhLvSUYQgJy5ueqaRkVYZJPOlRUZqwIAiCIAg1gc3HUhFR4LmAgKgK3RY9F7ZqjZAPNyA7EUjaX6HbE4TagjytCoJQ6TBMpCJhOAdDLTIyMlQoAsNOGPpQHWH1EkEQBEGoyaTlWHA0ORsRHgXJnP0rVlzoHlNHCQsb7Y3R3bjLERoRUlBBQhCE80bEBcGlDBgw4LTKAYJwofz444+uboIgCIIgCGVk18l0BCEDnoaCJNP+kRW6vVA/D7SJ8se6uGYOceHYOqDTLRW6TUGoDUhYhCAIgiAIgiAILmPHyXREGgq8FnzCALNHhW+zf7NQ7LMXeEgkOyp4CYJQy8SFCRMmqFJ6TFrWvXt35f58JphVv0WLFmp5ZoFnFnpnOGrOMoERERGqzBszurN8nTOvv/66qibg7e1datJBZp4t/mKG9/JERvgFQSgJuTcIgiAI1ZkdJ9JP5VuoYK8FnQHNw3BYC1fTWkrF5YEShNpEtRIXWMLtscceU7XgWTeeZeZYOjA+Pr7E5VeuXInrr79eldDbuHEjRo4cqV7btm0rXIZx2YzHZum61atXw8fHR62T2dd18vPzcfXVV5dYIs4ZJl07efJk4YvbKg/0EoLZ2dnlsj5BEGoW+r1Bv1cIgiAIQnXzXDiVzLHiylA60zE6EMkeBUJG2nHAmlcp2xWEmky1yrnAuvUsKXfbbbepzxQE/vjjD0yZMgVPP/30act/9NFHGDJkCJ588kn1efz48Vi4cCE+/fRT9V2O9n344Yd4/vnnMWLECLXMt99+i/DwcMyePRvXXXedmvfKK6+od9a9PxP0aqhbt26577fJZFLr1kUUelDQM0IQhNoN72EUFnhv4D2C9wpBEARBqE7kW+3YG5eJyws9Fyo2maOO2WREqyaNkbXXAz6GPCD1CBDStFK2LQg1lWojLtB7YP369XjmmWcK5xmNRhXGsGrVqhK/w/n0dHCGXgkUDghL4cXGxqp16LDGJ8Mt+F1dXCgr999/v8pIz+z099xzjxJBShMB8vLy1Mu5vuiZ0EWL0rw0BEGovVSUsCkIgiAIFc3+hEzk2+yo75lSKWUonekaUwdH9oSjpeGII++CiAuCUDvEhcTERNhsNuVV4Aw/79q1q8TvUDgoaXnO1/+vzyttmbLy6quv4uKLL1ZeBX/99Rfuu+8+ZGZm4qGHHipx+TfffLPQI6IsUKRgXoiwsDBYLAWZdAVBqPUwFEI8FgRBEITqnG8hEonoadwJ2CsvLII0DPFReRdaguKC5F0QhFojLlR1XnjhhcLpjh07IisrC++8806p4gI9MJy9Kui5EB0dfdbt0IgQQ0IQBEEQBEGoCRw+fAA/uL+OYHsSENwIaHJppW07po4PFmhhalpLPgAJOhaEWpLQMSQkRBnVcXFxRebzc2nuwJx/puX193NZZ1lhaMWxY8eKhD444+HhAX9//yIvQRAEQRAEQahNtN4zATHGOGR5RwFj5gCelfdMXC/IC0fheObPS9hfadsVhJpKtREX3N3d0blzZyxatKhwnt1uV5979uxZ4nc433l5woSO+vIxMTFKRHBehh4ErBpR2jrLyqZNmxAUFKREBEEQBEEQBEEQipKVZ0X97B1qOvfi1yo1JEJP6pjjW19N25MkLEIQalVYBMMIxowZgy5duqBbt26q0gPDD/TqEbfccguioqJUPgPy8MMPo3///njvvfcwbNgwzJgxA+vWrcOXX35ZmMfgkUcewWuvvYamTZsqsYHhDZGRkUXKSB45cgTJycnqnXkfKByQJk2awNfXF3PmzFHeDj169ICnp6cSMN544w088cQTLjlOgiAIgiAIglDV2XAgDt0Nx9V0nSZdXNIGQ3AMcALwyDzKkUtmjHdJOwShJlCtxIVrr70WCQkJePHFF1XCxQ4dOmD+/PmFCRlp/LOChE6vXr0wbdo0VWry2WefVQICK0W0adOmcJlx48YpgWLs2LFITU1Fnz591DopEuhwe1OnTi2SU4EsXrwYAwYMUAnVJkyYgEcffVSVhqPooJfNFARBEARBEAThdPbv3Ii+BhtyjL7wCjh77rGKwD+8ISzHTXCz5wMZJyrde0IQahIGjdaw4HIYjsEymGlpaZJ/QRAEQRAEQajxfPzBa3go7R0kBHdG6EP/uKQN36w4iP4LBqu8DxgzF4jp65J2CEJNsEPF70cQBEEQBEEQhEol12KDd/JONe0R1dZl7XCUoyxI5J60z2XtEISagIgLgiAIgiAIgiBUKhuPpKIZDqtpvwaOkGNX0LCOD/ZqUWpaS9jlsnYIQk1AxAVBEARBEARBECqVDUdS0NJ4RE0b6p7Kh1bZsBzlPjjyPeSf2O6ydghCTUDEBUEQBEEQBEEQKpXU+OMINaRBgwEIa+mydrAcZapvEzVtSHCEaQiCcH6IuCAIgiAIgiAIQqXiWZBvIcO7PuDu49K2GMJaqHf33EQgK9GlbRGE6oyIC4IgCIIgCIIgVCpBGY78Brl1XOe1oNO1WTQO28McH+LFe0EQzhcRFwRBEARBEARBqFQ65vyn3m31urm6Kbi0ZTj2aI68C9nHt7m6OYJQbRFxQRAEQRAEQRCESsOafAQdtZ2wawZ4tBvt6uagfh1vJHk3UtNx+za6ujmCUG0RcUEQBEEQBEEQhEoje9Ms9b5Oa47A8AaoCvhGt1Xvttgdrm6KIFRbRFwQBEEQBEEQBKHSMO/4Vb0vde8Lo9GAqkCTto7wjNCcA8izWF3dHEGoloi4IAiCIAiCIAhC5ZB8AN6Jm2HTDNgacBGqCs1adoQVRgQYsrB3h4RGCML5IOKCIAiCIAiCIAiVw6bp6m2FvQ08A8NRVTC6e2KnRwc1Hb7kCcAm3guCcK6IuCAIgiAIgiAIQsVjzQc2TFWTM2wXIdzfE1WJJc2eR7rmhdCUTcCyd13dHEGodoi4IAiCIAiCIAhCxbNrDpAZh3RzMP6yd6ly4kJ4g2Z4wXKb48OKjwG73dVNEoRqhYgLgiAIgiAIgiBUPGsnq7dF3kNhhRlhfh6oSjQL98Nce0+VewGWLCAz1tVNEoRqhdnVDRAEQahxaBrw51PA8XVAQDQQWN/xajEM8I90desEQRAEofJJ2A0cXgEYTPgZA9Wsqua50DTMFzaYcNweggbGeCDlkPxuC8I5IOKCIAhCefPf58CaLxzTx9efmr/kTeCOhUCdxi5rmiAIgiC4hANLHO+N+mPHQR8AlionLvh4mBEd7IUjGWFogAJxoUEvVzdLEKoNEhYhCIJQnpzYCCx80THd+2Fg8JtAj/uAkGZAdhLww1VAVqKrWykIgiAIlcuR/9SbNbonUrItajrcv2qFRZDm4X44qoU5PqQcdnVzBKFaIeKCIAhCeZGXAfx8O2C3ID7qUkww3YyFAaNxtNsL0MbMdYRGJB8Apl8HWHJc3VpBEARBqLxwwQJxITGoo3p3NxsR4OWGqkazIuLCIVc3RxCqFRIWIQiCUF788YQSD3K9IzDowNVI3b+n8F++HmY81P4t3JV7LwzH1gKz7gSu+RYwmlzaZEEQBEGocNKOAhknYNFMuHJ2rhrfpNeCwWBAVaN5XT/8JeKCIJwX4rkgCIJQHmyeAWyZAc1gxD3Z9yBV80X76EC0qOsHN5MBmXlWvLFGw6/N3gZM7sCuucDKT1zdakEQBEGoeI6sVm/btQY4meMwP8L9qla+BWfPhSMF4oIm4oIgnBMiLgiCIFwo6SeAeU+qyW/dr8OS3KboVD8QP97dA/Mf6Ycdrw7BS8Nbqf8/tsYXW9o85fjexu8drqKCIAiCUJM5skq9rbM3R6NQJnMEOtYPRFWkSZgv4kx11bSBpSjzs13dJEGoNkhYhCAIwoVAcWDuY0BeOg56tMAraUNV3e6JN3WGh9kR8uBmMuK23jE4npKDr5YfxJj1MVjv7g5j0l4gYRcQ1tLVeyEIgiAIFYZ25D8YCsSFj6/rqKpEhPi6oyrC3+zoyEikx3nD35ANpB4Bwlq4ulmCUC0QzwVBEIQLYdssYM+fsBnMGJt+O8wmMybe3BlhJZTXemZoS1zaKhwpVk8st7d1zNzxW+W3WRAEQRAqi9w0IH6Hmtzl3gotI/wR6lc18y3odKgfVBgaIXkXBKEGiwsTJkxAw4YN4enpie7du2PNmjVnXP6nn35CixYt1PJt27bFvHnzivxf0zS8+OKLiIiIgJeXFwYOHIi9e/cWWeb1119Hr1694O3tjcDAkl24jhw5gmHDhqllwsLC8OSTT8JqtZbDHguCUGVhSck/x6nJjy1XYq9WD6+OaI1O9YNKXNxkNOCj6zqgbVQAfsvv6pgp4oIgCIJQk4nbAQM0HNfqoElMI/VbWNXpEB0o4oIg1HRxYebMmXjsscfw0ksvYcOGDWjfvj0GDx6M+Pj4EpdfuXIlrr/+etxxxx3YuHEjRo4cqV7btm0rXObtt9/Gxx9/jIkTJ2L16tXw8fFR68zNZSZbB/n5+bj66qtx7733lrgdm82mhAUux21OnToV33zzjRItBEGowVBYyE7CQVMMJliHY1CrcFzbNfqMX/F2N2P8yDZYaO+ksmar0ZzEooKmIAiCINQYGAIIYL89Et1j6qA64CwuWJMOuLo5glBtqFbiwvvvv4+77roLt912G1q1aqUEAXoKTJkypcTlP/roIwwZMkR5EbRs2RLjx49Hp06d8OmnnxZ6LXz44Yd4/vnnMWLECLRr1w7ffvstTpw4gdmzZxeu55VXXsGjjz6qPB9K4q+//sKOHTvw/fffo0OHDrjsssvUtuhlQcFBEIQayO4/VUiE3WDCg9l3wNvTE6+NbFMmN8/29QLgFxiKFfY2jhnivSAIgiDUUOwJBeKCFokejaqHuFAvyAsp7pFqOuvETlc3RxCqDdVGXKCRvn79ehW2oGM0GtXnVascGWiLw/nOyxN6JejLHzx4ELGxsUWWCQgIUOEWpa2ztO1QeAgPDy+ynfT0dGzfvr3E7+Tl5an/O78EQagm2G3A3y+rya9sw7BNa4QXLm9VYp6FkqAAcXm7CMyzd3PMEHFBEARBqKFkHnfkWzhuqodWkf6oDvB3OifC8Rvtd2KFI6mjIAg1R1xITExU4QfOBjzhZwoEJcH5Z1pefz+XdZ7Ldpy3UZw333xTCRn6Kzr6zK7UgiBUIXbMVlUeMg2++CT/CvRrFoqrOtc7p1UMaxeBhbbOsGpGIHYLkCxul4IgCELNw14Q+udRt3m1yLegE96kI5bZ2sCo2YD/Jrq6OYJQLag24kJN45lnnkFaWlrh6+jRo65ukiAIZcFuB/59W01+mT8Ednc/vDmq7TlnvWZSR9/gcKyyt3LM2PF7RbRWEARBEFyHzQLf7GNqMrJxyeHFVTnvAr0TFRu+dVS9EAShZogLISEhMJlMiIuLKzKfn+vWrVvidzj/TMvr7+eyznPZjvM2iuPh4QF/f/8iL0EQqo/XQjp88I1tMJ4c3BxRgV7nvBqKEcPaRmK+hEYIgiAINRRb0gGYYUOW5oG2LVuiOtGuXgCWau2wxx4F5GcAW350dZMEocpTbcQFd3d3dO7cGYsWLSqcZ7fb1eeePXuW+B3Od16eLFy4sHD5mJgYZfw7L8PcB6waUdo6S9vO1q1bi1St4HYoGDDxpCAINc9r4SvLZfALDMEN3Ruc9+qYd2GBrSvsmgE4sUFiOgVBEIQaxbG9W9T7IUSiVWQAqhN+nm5oEuqH+faC0tGs7iQIQs0QFwjLUE6aNEmVety5c6cqDZmVlaWqR5BbbrlFhRvoPPzww5g/fz7ee+897Nq1Cy+//DLWrVuHBx54oHDk8JFHHsFrr72G33//XQkEXEdkZKQqWalz5MgRbNq0Sb0z7wOn+crMzFT/HzRokBIRbr75ZmzevBkLFixQFSjuv/9+5aEgCEINYedvQMJOZMBbeS3cf1ETuJvP/zbaOtIfPnUisFZr7pix7+/ya6sgCIIguJi4Aw5xId0nBmZTtTI7FB3rByJOC3Z8SD/p6uYIQpXHjGrEtddei4SEBLz44osqUSLLPlI80JMn0vhnBQmdXr16Ydq0acrQf/bZZ9G0aVNVYrJNm4LybwDGjRunBIqxY8ciNTUVffr0Uev09DyV9Z3bo6Ch07FjR/W+ePFiDBgwQIVrzJ07V4kd9GLw8fHBmDFj8Oqrr1bSkREEoVK8Fpa8VcRr4VyTOJYcGhGBVctbobtxF3BoBdDl9nJqsCAIgiC4lvy4PerdHNYM1ZEO0UFYtCHI8SFDxAVBOBsGTdO0sy4lVDgMx2DVCCZ3lPwLglAFYcLFH29WXgu9cz/CM6N64Ppu9S94tdtPpOG1T7/AdPfXYfeLgPGxnVQdyqXJgiAIguAq7HYNm1/tjo7YjUMXfYqG/W9GdWPHiXQ8+cm3+MPjOWi+4TA84RBLBKEmkV6Odmj1808SBEFwBWu+VG9TrZcqr4XRnS7Ma0GnVYQ/UoLaI18zwchRkZSD5bJeQRAEQXAlh5Ky0FA7rqbrNWmH6kizcF+kmUMcHzLjVfULQRBKR8QFQRCEsxHPkIVlsMGIH6wD8eDFF5ZroXhoRI/m9bBZa+yYwdAIQRAEQajmHNm5DkGGTFhhgjm0KaojzBMRFRUNi2aCARqQWbQ6nCAIRRFxQRAE4Wysm6Le/rZ1gimoHkaVk9eCTo9GdbDaXlCi6/DKcl23IAiCILgCv+3fqfedAX0Bd29UV9pFByEegY4PktRREM6IiAuCIAhnIi8T2ubpavI726W4u3/jcvNa0OnRKBhr7S3UtO3gsnJdtyAIgiBUOnmZaBU/T03GN7sB1ZnGob6I0ySpoyCUBREXBEEQzsTWn2DIS8dBezi2e3TA6E5R5b6JQG93ZIZ1hlUzwpR+FEg9Wu7bEARBEITKQts2C15atvrtDG4zENWZmBAfxOrlKEVcEIQzIuKCIAhCabCYztrJavJ720Bc370hvN0rpoJvhybR2KbFOD5IaIQgCIJQjbGucYQTTrdfghYRBSEF1ZSYUJ9CzwVrmiNBpSAIJSPigiAIQmkcWwvEbUWu5obZ2gDc0rNhhW2qZ6M6+K8w78LyCtuOIAiCIFQo+Vlwi9ukJjcHDoKXuwnVmVBfD6SY6qjp7ETxLBSEMyHigiAIQmms/Uq9zbH1RN92TVE3wLPCNtWtUTDWaY68C9YDIi4IgiAI1ZSEXY43LQB161WcKF9ZsKqT5hehpq0p4rkgCGdCxAVBEISSyEqEtv3XwkSOd/RpVKGb8/d0Q1Z4V9g1A8ypB4CM2ArdniAIgiBUCPE71dtuez20jvRHTcA9yFElypgpv82CcCZEXBAEQSiJLTNhsOVjiz0Gng27om29gArfZLsmDbBDa+D4cHhFhW9PEARBECpKXNijRaN1ZMX/dlYGfmHR6t0rLx6w5ALWPFc3SRCqJCIuCIIglIB94zT1/qNtAO7oU5BosYLp0bgO1hSUpMQhERcEQRCE6kfeiW2F4kKbGiIuhEQ4hH8Pew7wcUdgQjfAZnF1swShyiHigiAIQnFit8IYvw35mgkb/S/GwJbhlbLZrg2DsVZrpaYtB5ZVyjYFQRAEoTyxx+1Q79Y6LRDg7YaaQIO64UjXvBwfMk4AKYeA1COubpYgVDlEXBAEQSjO5hnqbZG9E67o0Romo6FSNuvrYUZWRFc17Za8B8hJqZTtCoIgCEK5kJ0Mr9x4NRnRtANqCg1DvBGrBRedmXLQVc0RhCqLiAuCIAjO2KywbpqpJmfb+2F0Z0cSp8qiTZNGOGQv8JQ4sbFSty0IgiAIF4IW7/BaOKaFoGvzghxCNQA/TzfMcBuBf23tkB3S3jEzWcQFQSiOiAuCIAjO7F8Ec04CEjV/mFsMRoivR6VuvkejOtisNVbT2rH1lbptQRAEQbgQkg5uVu97tWgV6leT2Bd1JcZYnsY+rzaOGQyNEAShCCIuCIIgOGHb+IN6/93WC9d0r9jykyXRpWEQthSIC7mH11b69gVBEAThfEk6sEm9p/k1hZe7CTWJS1qEqfe1qQXlNUVcEITTEHFBEARBhzkOdv+pJpd6X4q+TUIqvQne7makB7dT04bj6wFNq/Q2CIIgCML5YEpwlKH0qlcwul+DGNjKEbK4PNnPMUPEBUE4DREXBEEQdLb/CpM9Hzvt0ejYtR+MlZTIsTj+MZ1h1YzwzEsE0o+7pA2CIAiCcC7Ys5LRINeRcyGqdS/UNKICvdA60h+H7WGnxAUZABCEIoi4IAiCUEDuuu/V+6/2vrimW7TL2tEupi52awXbp/eCIAiCIFRxTv43E26wYbdWH81bd0ZN5NJW4TiuhcAOA5CfCWQnubpJglClEHFBEASBnNwMz9j1sGkGJDQcgYiAgnrWLqBT/SBstjvyLliPrnNZOwRBEAShrBi2/qzetwQPgpvJWGPFhTy4I04LcsyQ0AhBKELNvPIFQRDOBWs+7LPvU5Pz7N0xpKdra3PXC/LCfo/majr7oCR1FKoZNguQnw3kZQK5aY5cJtnJgCXX1S0TBKGiSD+BuqkOTztbyytRU2kV4a+qSB3WCkpGSzlKQSiCuehHQRCEWsiy92CM24ZkzRefetyFuQUZoV2FwWCAPaITcAzwTNgC2G2AsWZl3RaqMeyPWQmOfCA5qYBmB2z5wImNwIEljlAezisBzTcChuAYoMvtQLurK73pgiBUDNYts2CGhrX2Zmjf1pGUuCbC3+euDYNwZFcYehh3iueCIBRDxAVBEGo3J7dAW/ouoyfxouU23DOyR5Vw54xs2gFZRz3gY8sCEvcCYS1c3SShpmG3A2lHgYTdjgfkjJNARiyQcQJaRiy09FjYNTssBjdYNTNMmkUlPHWz5cAI23lt0pB5EuDryEpoacdg6Ptoue+WUE1hYjyKU+smA+6+QL2uQEx/IKSJq1smlIHczbPgC2CRqS/GhRdUU6ihdGkYjCM7nZI6CoJQiIgLgiDU7nCIX++BUbNinq0b7K1GYmSHKFQFOjYIwTYtBt0Nu6AdXweDiAu1F5sV2DwdiNsO+EcA/lFAQDQQEAX41gVMTj/lDEfY/iuw4zfALxxoMhCI6ecITYjfBSTwtVu9a4l7YLBkl7hJQ8HLWMqDAnOTxCEIqZofbDDABiMOaXWx3N4W/9lbIVnNN0KDAR7ubgjw8oA5Pw3+ucdxhWkl7jT/CcOil2HPSYXx0pc5HFhxx0+o+sRuQ94f4+BxdMWpeezzDA2r0wZePW6Hgd4u0k+qJllJ8EnYpCYzGw52WaWlyoKeC19pDnFBSz6g7pWCIFRTcWHChAl45513EBsbi/bt2+OTTz5Bt27dSl3+p59+wgsvvIBDhw6hadOmeOuttzB06NDC/2uahpdeegmTJk1Camoqevfujc8//1wtq5OcnIwHH3wQc+bMgdFoxOjRo/HRRx/B15caLdS6Y2JiTtv2qlWr0KNHj3I/BoIglBPL3oUxfjuSND986HEPZlzZTrk8VgXaRAXge60JumMXMg+sgV/Hm1zdJMEVHFoO+7xxqp+WhGYwwuBXIDj4hgGHljnyHOhs+LbUVbOn52smHNAilTAQqwUhTgtGnBaIWAQjxRCM0AAv1PN3Q4SvETaDG/I0M6xmb4SGR6FReCB8PMyIz8hFfHoezCYD+vq4Y4SPO4K83VHH1/Hu6XYqpCcxMw+zN16O/y0IwNPmGTCu/BAW/3pw63FX+R43oXpgzUP23/+Dx38fwQM21b+m2y5GGnzQxbAH3Y074Z20DfjjMWQe3wHfEe+KwFAV2b8IBmjYaa+P1i1boqbTMsIfR0311bQ9ditM9AIzut7jURCqAtVKXJg5cyYee+wxTJw4Ed27d8eHH36IwYMHY/fu3QgLOz1GeuXKlbj++uvx5ptv4vLLL8e0adMwcuRIbNiwAW3atFHLvP322/j4448xdepUJRBQiOA6d+zYAU9PT7XMjTfeiJMnT2LhwoWwWCy47bbbMHbsWLU+Z/7++2+0bt268HOdOnUq/JgIgnCWxHI0oZxHdjlv11xgzSTgsGOU7AXLbXj6+j4I9nFHVYEGWXJgGyBjLqxHpGJEhcJR/cOrHP0h/QRgyQE4ol/4ng0E1AMGvQ5EVFIssSUH2h+PwbBpmvIeSNV88KutD4IMGYgwJCMSSQg3JMOd4QnMfcBXAUe1UPxo7Y9AQxYGGDehsfEkcjU37NcisVeLwl57PezjuxaFJPcoNAzzR0yID+rX8UGjIC8MCPZGdLA3wv09YSrnEUgmQruzbyPMD3oF780EHjfNQM4/b8Otyy2A2aNctyVUbbTsFCR+OQKhqZvV5/m2rvit7gPo3K4dGvl74li+FX/s3o+wPTPwiHEGfDd9hSwAPiIwVDlydswH6ystsbfHKBfnLKoMGDrpE90WWcc94JOf4fAIC2/l6mYJQpXAoHHovppAQaFr16749NNP1We73Y7o6GjlVfD000+ftvy1116LrKwszJ07t3AePQk6dOigBAruemRkJB5//HE88cQT6v9paWkIDw/HN998g+uuuw47d+5Eq1atsHbtWnTp0kUtM3/+fOX9cOzYMfV93XNh48aNat3nQ3p6OgICAtT2/f39z/MICUItha7giXsc7t6JdPkueCUfcPxfuZHXc7iUH17piC3noBmMmGK9DAc7PYM3R7VFVeOjnxfh4W2jYIMJpudOAG4OwVMoJ46uARY8BxxjRY6z/xRqRjMMfR4D+j0JmCtQiEo7Duu062GO26zCD6bZLsG3XjdhSNdWyMyzIj4jD/vjM7EvPh1B9lREGpKU4BBhSFICwjJ7W8SE+sHH3YzkrHxoOSnIN/nAy9Md/p5uaB8diO4xwSpuODLA02XeOgs2HUb7X/ujriEF2YPfh3fPO1zSDqHyiTtxGHlfj0B9y0ElnH3m9xCGXHO3KsNbnJNpOfh2wng8lT9Bfc7q/Qx8Lj39mU9wEXYbct9sDE9LCl4IehvjH74btYH3F+5Bt6W3oo9pO3D5h0CX21zdJEE4b8rTDq02ngv5+flYv349nnnmmcJ5DFEYOHCgCj8oCc6np4Mz9EqYPXu2mj548KAKr+A6dHhgKWLwuxQX+B4YGFgoLBAuz22vXr0aV155qtzOFVdcgdzcXDRr1gzjxo1Tn0sjLy9PvZxPqiAI50DSfuCf14Dj64DUo2c2DtOOOF4FJBsC8Z3lIky3XgyvkPqYO6xqunE2btoCiVv9EWJIB2K3AtFdXd2kmgErHCx6BVg3pXDWAS0Kq2wtsE+LRDY8kaO5Iwce6pWvmXGreQGGYg2w9G1oO+fAMPg1Rz6D8ubYOlh+uA5uOQmqesmj9kfRccAV+K1fI3i7F/3Jzsm3YcfJdBxLyUZCRp56XRLohddbhCnPg6rOoPb18cWCq3BPziRYlrwLdBtT1MtIqJEkp6Qga9IwNNKOIl4LxLIeX+KpwYNK9ZKJCPDCjfc+j3cnWPCE9Uv4rHgTlsg2cGt9eaW3XSiBExuVsJCueSGm40WoLXRpEIT1WjP0wXaHUC3igiAoqs2veGJiImw2m/IqcIafd+3aVeJ3KByUtDzn6//X551pmeIhF2azGcHBwYXLMPfCe++9p/I1UHSYNWuWCr+giFGawMBQjVdeeeUcj4IgCCq53X8TgMVvANbcwtkWjyAkesXgpFsDnHCrj8OmaBxEPWTlW+GbcxJ+ebHwz4/DnrxgLLR3gaeHJ27r1xB39Gmk4sarIp0aBGOzvTEuMW1E3uE18BBx4cI5uRn5U0fDPTdBfZxpHYD3rVchDsHwcTehSZivMmbqBngixNcdAd4c7Tfj2zW9MffQPIx3+xp1EnYC34+G1mgADJe+CkS0L5+2ZSUh77tr4JGXpGKXX/V9Hq+MGYpmpWRe93I3oXODIPWqjtBjosGl9yHxt5kIyTuBnI0z4dXlRlc3S6hA6DG6bfJ96KcdRYIhGDk3zcHoJo4w1TNRL8gbV979EqZPOIzrsQD2WXdCC/kHBnFFdzlZ2+bBhymM7G0xuF00agvt6gVgsr2ZmrYdXgUpFi0IDqrmE3U1IyQkpIiHBEM3Tpw4oRJPliYu0APD+Tv0XGCIhyAIZ+DkFuD3B4GTjqzUu7074VPLSKzICENyrj/glMfOgb0g3z0rQDiqQNBQvL9PDG7rFYMAbzdUZSIDvfCHe3NcYtuI9H0rEdrnflc3qVqjxe1AzuTh8LamYb89As9a7gQa9sYD7SPRuX4Qmtf1K3X09Ir2kZixNgoj5rXHrdafcYvpL7gfWALtywEwDH0X6HrhLv0Zsx+HX14S9tij8GnMBEy8ricCvKp2H71QBnWIwZT5I3FX/rfIXfQWvDpdBxjlMb2m8u/srzAgcx7smgGZl3+GmDIICzqNQ31x9NoPsHL6VeiFHUj6/jbUeWQ5YKrZ10iVJi8Txg1fq8m9gX0xLJCZF2oHgd7uSAhoC+QAptSDQGYC4Bvq6mYJgssxVycD3mQyIS4ursh8fq5bt26J3+H8My2vv3NeREREkWX03AlcJj4+vsg6rFarqiBR2nYJQyuYALI0PDw81EsQhDJgyQX+fQtY8RGg2ZBj8sMreTdgRnK/gpz3QP1gb7SO9EdUoJfyRPDzNKt3X/3Fz+5mNAzxPs29vCqTVbcbcHwGvE+sctSBl0Rm54U9YR+yJl0OP2saNtkbYXbbzzG+X+tSvQJKGmW/vlt9XNIyDBOXtMJlqy/D44bvMdS0RmWyt6edgPGS58/7/Fh3/gG/vb86cixEPI1PxvSt8eXcCMWc8EvuR9q8nxGUcxh5exfDo3kFhJsILmff3p3ouOkldcveGnM72ne57JzXMaBlFL7r+yFaLb8SdTJ24cjvr6P+lS9XSHuFs6OtmgCv/GQcsofDp9M1qG3E1IvC7t310Nx4DDi2BmgxzNVNEgSXU23qpri7u6Nz585YtGhR4TwmdOTnnj17lvgdzndentDg15dnEkYKBM7L0IOAuRT0ZfjOEpXM96Dzzz//qG1TQCiNTZs2FREsBEE4T5iAcWJvYPn7Slj429AT/bLewgxrf1zcIhzT7uqOLS8PwtJxF+Hzmzrj+ctb4dFLm6mM9DQGh7ePxEUtwtC1YTBaRfpXK2GBBDbrrTL9++QnOTJSC+eMNfkI0r64DH5WR7jBvku/xctX9yizsOBMmJ8nXhzeCtPHXYvVnd/H+5ar1Hzj8ndh+eVewJp/7g3MSUHuLw+pyW8Nw3HPDdfUCmFBZ2iXZlhs7qOmY1d87+rmCBVATm4ecmbcjgBDFva7t0C7m/533uu6aWA3zI16RE1HbP4YJ/dsKMeWCmUmKwm25R+ryY9xLUZ3a4TaRtt6AVhvLyhdf3S1q5sjCFWCaiMuEIYRTJo0SZWNZBWHe++9V1WDYGlIcssttxRJ+Pjwww+ryg7Mh8C8DC+//DLWrVuHBx54oHAk6pFHHsFrr72G33//HVu3blXrYAUI5kwgLVu2xJAhQ3DXXXdhzZo1WLFihfo+kz1yOcL2TJ8+XW2DrzfeeANTpkxRVSwEQThP6GI49zHg68uApH1INgbj7vxHcWfOg/CpE4kpt3bBlFu7olfjEJUBv6bSq0UU1tqbq2nLviWubk71w2bFick3IMgaryopHBr2A67qe+GVQcL8PfHKyLZoes14PGcbC6tmhNvW6cj76jJHOctzIOmXJ+FrSVShGqFXvKLyPdQmzCYj8luMUtOhR/9yeCoJNYqVXz+NtrYdyIQXgm75FoYLqLbCZ7erbn0Ma9y6wQ02uE8fhez9JSf2FiqQ/ybAbM3ENntD+He6ukqVcq4s2kYFYLPW5FTYpiAI5ycuWCwWHD16FLt371bhAZUFS0u+++67ePHFF1XYAr0DKB7oCRmPHDmCkycdJeZIr169MG3aNHz55Zdo3749fv75Z5VksU2bUzF+rOpAEWDs2LEqV0JmZqZap6fnqYe7H374AS1atMAll1yiSlD26dNHrdOZ8ePHK88KejP89ttvmDlzZqHoIQjCOZC4F5jzMPBBa2DdZDVrhu0iDMh+C8vMPfDUkBZY8Gg/5bVQG2ga5ost7o4wrbQdf7u6OdWO7TNfRP2srcjQvHDssqm4rHu7cl0/PWOuGfscHjc/gzTNGx6x62D5rA9wcGmZvp+3cwHq7P1JxaD/1uBZXN6p9o3+kS79h+GkFgxvLQtpW+e5ujlCObJ55QIMiHXE5R/v9TqC6znE0gvBkyFut03GXtRHHS0Fbt8Nh33TjHJorVAmNA35G2eqyS/sV+COfgUGdi2jTWQAdtgbqGk7KzoxdFEQajkGjal7y0BGRga+//57zJgxQ43gszQkv0oFuV69ehg0aFChgS64tr6oIFR5eNux5ADZSUD6cccr7bgjBGLPn4WLbUETvJl/LVbZW2Nkh0g8fVnLWjeqSz75diYePDAWuSZfeD57WMr1lZED6/9Gg9+vgsmg4c9m43HZDY7Qg4ogNi0Xz3/9Ox5Lfg2tjIdhhxHGEZ8CHc9Q/SA3HWnvdUaAJR4zjMMw5IlvVJKw2sqvb92GK3N+wcHwSxFz78+ubo5QHlhycPKtLoiwHsOmoMHo8PCP5br6zfuPIXbqbRhsXAM7TDDc/AsMjQec/wrtdmDjd6qqDLyCgLCWQOtRrH1e9nVoGrTd84Dts2HY+xdQrytw5ReATx3UGI6uBSYPRKbmiZebz8a7N5QcnlwbuPTt+fgz63qYDXbgsV2Av4REC7XbDi3TE+r777+P119/HY0bN8bw4cPx7LPPqpAALy8v5bmwbds2LFu2TAkMHLn/5JNP0LRpQQySIAi1G7sN4APW2q+AhD1AXjqQl6HyJ5TGQltnfGEdhnVac7SKCMBPI1qrnAm1lUbteyN9vzf8bZmOh956nV3dpCpPSnIivObeo4SFlT4DMfi6ig1To+j1yX2j8fTMKPTf8wZGmZYDv90He342jN3vKvE7J38ehwhLPA7bwxB1zZu1WlggpnZXA6t/QWTcv457hMe558QQqhZpf76qhIU4LRDBoz8o9/W3b1wP+66YjF9+u1ddc1k/3ATzPUvgEXYeI+m5acj7aSw89s8vOn/d1wCFwuCYkr+nachLOoRsuxsSU9JgmPswmmSsPfX/fQuR8UlvJAydjEbtehd+R1FNE/Smr5sBmh8L7Z1x+4DWqM00qxeG/bsi0dxwDKD3gogLQi2nTOLC2rVrsXTpUrRuXfINpFu3brj99tsxceJEfP3110poEHFBEGo5uWnAxh+ANV8AKYdKXMQKs6p1ftQWrFyij2hh+NXWB8eM9XBpm3BM6RyF/s3CSi0PWFvo0zQc/9lbYpBpvQqNCBBx4axsn/oI+mgJOG4IR+u7JlVKgkQvdxM+uLEXPvz7fUxZ+iJuN8+H8c8nkJeTDo9+j54a/dQ0ZG36FRH7pquPfzd9AXe0crjW1mZ69bkYB/6LQCPDScSt/QXhfca4uknChXBsPfw2TFST00MfxSP1HOWAy5vRXepjpuVDbPrzWnTAfsROHAafa7+AX/OzeDDYLND2L0bi2p9hj98Jv8yD8LZlIE8z4wfbQHjAgivNK+B9eDnwcQfYjW4wuHvD4O4LeAYA4W2Q7F4X+dt+R928Q2D9r6CCVTMJ7/e2gSpfzjPm6WiYexKes4Zj1Zpb0bVlI5j/+xRw8wYufx9odAGeFq4aMNj+q5o8WHcIroys3d62HaMDsWNnAzQHxYUtQLNBrm6SIFSPsAihYpGwCKFGwNvJkf+ATd8rl1DkZ6rZWUY/TLMOwJ+WzkiDDzI0b5XYKwfu0ApSvwR6u6FlXX8MbReB4e0iav0obnG+eu8p3JkxEbF1eqDugwtc3ZwqzfatG9D850uUm+r+y39C4y6V/7D3+6bjOPbLc7jP6HgIz/KKgFu70TCFNEHGii8RmLpDzf/NfBkuHfd9tatiUlH89sEDGJH2HQ4G9kTMI8VGkIXqQ8phaJMHwZAZi9m2XvC74Rtc0rJi8+Ss3boDUbOGIxKJ6nN2m5vgPfwtwMP31EKWXOQfXInsjT/Ba98f8LCkFVnHca0OPgx6HrbITvhrexyC8o/jLfMk9DI5rtfSsGgmmBgMZdCw16MN0gd/CGtgI2w6moqU5ARcsmc8uuYsL/nLYa2BnGTAYATqNAYaXQT0fhgwmlAVSduxCAE/jlI5ZnbcuB49mzmSm9dWDiRkYvqHT+I5t2mwtBgBt+u+dXWTBKHqh0U4Q88EJlb09va+oA0LglDDKjtsmApsmgYk7y+cfQD18JVlMH619UYOPBHi647IQC80CfBERIAX6gV5qXKALer6IdTPQ+VwEUrGo+nFwIaJCE7e4Mim71b7ck+UBerlyX+8ooSFHb690MoFwgK5okMUNtX5EB98HYA7bTPhl3MSWP2p+l9gwcjmbFyEljd+IMKCE77dbgAWfof6qathSz0OU2DFjHYLFUdG0gkYpgyHb1Ysdtmj8YXPvZjbPKzCt9u1bSvsD1iCX795FFfaF8J72/fIPboSnkPfAE5shHXPQhhit8Bds0KXrhM0f/yFnsgM7w6v8EZo0qYb3m4WqX6Lci027DiZjp0nL8Hv+w5j/d5jsOdRFs9DiCEN7Q0H0NAYi/Sw7uhw2a1o0zASyM9AU+ZqKPgt696IeRYaA9pcrJ//DeqvfkWFT0y0DUdzw1HcYl4IY/z2UzvB/ENMBptyEBj+cdULm8jPRu6ccQgAsNqzLy5tKiEAjUJ9keLXHMgF8o9uQs2tXSUIFeS5wMoMOTk5uPrqq3HHHXeoigzChSOeC0K1JPUIsPITaBu+hcHqKB9HEWGOtTt+svXHWq05grzdMaJDFEZ3qoc2Uf4iIJwnm46kIHJyB4QZUmG9+XeYG/d3dZOqJMuXLUafRY5Swok3LkJI0y4ubU98Ri5mrtyDpI1z0T3rH0QbErDY1Ase3W/HNf3ai4dOMWjQbXu9N7pgJw60exSNRr3s6iYJ50DS0d1InXIVGmtHcEwLwei8l3HH0F4Y269xpbXhWEo23vtiMp7KeQ91DSmn/T9BC8C/hi7YHHAJItoPxI09GiHA++wmodVmx+HkbNVHrTZNeduF+HrAx6Ps4mB+vgVJ2RYkZlrw/OytyDy+Aw0McYjXAuEOK4YFHsZtOVNhhB22jmNg6vc4EFRFQqY0Dekz7oL/7p+UKLNn5Dz07njhZX1rAh/MXoFHNw11fHjmmOSLEWq1HXrO4oLVasWcOXPwzTff4M8//0SjRo1UycUxY8agbt26F9SY2oyIC0K1InEfsOw9YOuPgN2qZm2yN1YxpvNs3WF388bFLcJwRfso9e5uPq+qt4ITNruGBa9ejqFYjhPt7kfkqDdc3aQqR77VjrVvDkJv21rsCrkULR6oOhUH+FO7KzYDx1Jy0LtJHfFWOAOzv3kXIw+NR4I5AqHP7ji3TP2Cy8jbvQh5M8bAX8tAEgIxvdVnqN+8I4a2qQuzqXLPYXquBW/PWoF+u15FX+NWLLO3VckH44K7Yuzwi9C7aYjLhW7eryYtO4Atx1JhsWn470ASsvNtuNq0BO+4nSp3bq3XA+Zrvgb8XRt+oG2dBcOs22HTDHg/4h08eU/JiWprIzx3DaZ2QYQhGbZb/4SpoQy8CtULl4oLzsTFxanylFOnTsWuXbswZMgQ5c3AihJGeRg4J0RcEKoN+/4GZt4MWLLVx2W2NvjMNgLrDW3Qv3kYLm8XgYEtw89pNEcoGz9MfB03xr6NE75tEPnEClc3p8rx+x+/4Yq1t8AKI/LHroJ3ZAtXN0k4D/Yfj0fol+3gb8hB8uifENxWEqRVaaz5sP7zOowrP4IRGraiCQJunYn6Dc+jYkM58+fWk1i6Jx7RdXzQMsIffZuEVLrQUVZSsvLxw+rDWLEvCZEn/8LVtnnoatilKt4kuUciZfRPaNK8jWsaZ81H1vsd4ZN9DJ/aR2P4w5+gQR0f17SlCkKvlqXjB+FirMXxjo8hasRLrm6SILjMDr2gOyxDJPr06YOePXsqMWHr1q3Kg4ElK5csWXJBDRMEoQqy9Wdo065TwgKrF1yRNx632Z5Do66X4d9xF2HSLV1UCIQICxVDYKuB6j08cweQm+7q5lQpMnItCF/7tpo+XG+kCAvVmMZRYVjlc4maTlj6laubI5yJxL3ImXgxzCs/VMLCj/aLkXvT3CohLJDL2kbgzdHtcd+AJrioeViVFRZIkI87Hri4KaaP7YF3XngBSVf9ijv9v1Clauvkn4DPtOFY/J9TictKJH35l0pYYPiGvdfDIiwUg/0qrq6j6odhjySiPR92xaZj5tojystPqN4Yz9dj4d1331WlKQcMGKDUjrlz5+LgwYM4fvw4rrnmGiUyCIJQg1j7FbRZd8Jgt+B3W0+MsTyDZp36Y/ETA/D6lW1VgkahYunaoT0O2cNVVvKMzb+5ujlVioVzf0R3bEM+zGggcfrVHo9ut6r3mIRFsGY4sv8LVQhNg23tFFg+6wOvxK1I1XwwzvQEIm+ehK5NJMnfhcLSucPaRWDKY9cg8ZrfcdytgXK5j/7zFizZuLtS22LPSoG21CHc/ux7I+69VPIslERQh+GwawZEZu0A0k8CsVuBrCRXN6va8Nyv2/DUrK1Ye+j0PClCDRcXGPIQHR2tci7cddddSkyYPn06Bg50jKj5+Pjg8ccfx9GjRyuivYIgVDZUkf99G/jjcRigYar1Uox3fxTT7+2Hd69uj+hgqRxTWYT5e2KJ92A1bVn6AWC3u7pJVYLUrDw02fq+mj7W+HqYg6tIAjThvOnZ52LsQkOV5O7AwlPx54IL4H0mOxlI2AMcXomMv95AxvudYPrjUbjZc7Hc1hrjoyfjqUfHoU/TEFe3tkbBvBCd27RE3fvnIcUciiaGE/D99Was3nO8choQuxUZn/ZFgD0Nh7QIDLn5SbhVYe8PV9KzXSts0hweOzk/3wNM7APMuN7Vzao2xKblFiZkFao35+y7HBYWhn///VeFQpRGaGio8mIQBKEGsPwDYPHravJD6yjMDRqDX27rJqKCiwjofw8y5v+E4Kz9yNsxDx5tLkdt55/fvsEowz7kwgMNR7zg6uYI5YCH2YT9MTegxcE3EL71c9guux8mLxbAE8oNTYPl2EakbJkHk3cwfOu3BYwmZMXuR/bx7bCf2ISA9L3wtabABFvh1/Q8+CynOsFwPRqOeBLvdo52eYLEmowpsB787piN7EmD0AW7sWzajdh3989oElGBYs6R/2CfOgIBtlxV+WNHn48wtG5QxW2vmsOKI7sDeqNTxl54HSkIDT+6Gkg7DgRISd2zkZ5jUe+JmXmubopQ2eLC5MmTz7oMf2AaNJCRI0Go9mz/FVj0ipp8zXIjdsbcglk3dkaAl1RydhWXd2uJmYuG4Cbrr0hb+BbCWg+rerXQK5HEjBy02f0JYABOtLgVjfzDXd0koZzoOepBHHzva8RoJ7F91htofdNbrm5S9cduR9ahNdi/7GfUOfonoqzHEFZsEQ8AwSV8NV3zRqLmjyNaODb5XwR788tx84C2yqNKqHjMEW1gu+kn5H17JfpiI5ZOuh7m26agYXR0uW8r8ege+H1/HTxsDs+Un2LG48OBF5f7dmoabq0uB1Z/U3Tm3gVAl9td1aRqUw0rI89ReSwxM9/VzREqS1z4+OOPz74ys1mVo2SSR3o4CIJQjTm6FrZf7oYJwBTrEKR1uBvfjGorLpEuhsffu99DyFs0F2FpW5C/fyncm/RHbWXpLxMxynAUmQYfxFzxjKubI5QjwX7e2NDmUcRsG4eYfd8gK/lh+AS7thxfdSZ9z3Lkz7oHIXlH0c7J+2C5oSPcNAsawxHOelQLR4JbJLKCW8GtXkdkuIch3uaHIH8ftIkKQKeoAAzwFIHZFXg06o30q7+H4afr0c++BmmTu+Ngl0cRM+yJchOZt2/bDPefbkCIIQVb7Q3xtPuz+O2aPuKZUgY6d+mJOSt7INSQpspz32OeC/vuBTCKuHDWhMw6iRm1xHNBK0hcWQOvqzKLCx988MFZl7Hb7UhKSlLvLFE5atSoC22fIAiuIOUwLD9cCzdbHhbaOmFr6yfx3uh2KsmU4HqG9WqPP5ZcjFH2BUj8801EPlg7xYVDsUnofOBz5bWQ0O5u+HqLy25No++IO7BzxyS0tO/Fxh9fRMd7pHrEuaJZ87Bz2jNofmAK/KEhQ/PCBrdOQPOhqNdzNC6JqquWS891jBz28DSLIVmF8W89CKnGWTjx88NoaDuEgHWv4WBGLGKue/fCDBW7DXkrJ6LR36/Ay5CHREMwFrb/EN/264o6vvRnEc5GTKgvpnZ9HztPpsN+civuwVxoB/4FLDmAmyS9Lo30HMe9hyTUhrAIuw2YfClg9gRu/aPGCQxlFhfKmkOBwsL//vc/PPfccyIuCEJ1JCcVud9eBc/cJGyzN8QvMa/g42s6ibBQxeLR0fshWJcuRGTSKliOboBbdCfUJliuassPz+IKQxxSjMFoOPQxVzdJqAA83MzI6PMcsPRWtDn5C45svAH1O4p7dllJjz+C+MnXoVXedvV5odvF8LvyPfRrGXOagCDhbtWHwJYD4DluLWZNehGjEz9HzO6vsGeWP5pd9dL5rTBxL7Tf7ocHcwQA2GBsgyZ3fYPHIpqWb8NrAS9f0Vq9P/2zN05sDUakLRk4tBxoeqmrm1ZlSXfyXEiqDWERmfHA8fWOaSbL9amDmkS5+zcbjUZVhjIxUUpHCUK1Iz8bOd9fD8+UPTipBeOT8PF4/6beEgpRBRnarycWGvuo6eRfn6x1Ja/+XfoPhqb/qKYtg9+BwUNPMyfUNLpeNBJrvPrCzWBDwG+3IP3oDlQ7rHnA1p+B/KxK2+S+Vb/D8nk/NMnbrvIlLGzzLgY8PQs9WjUSz4QagKeHO0bc+wZmh96rPjfb9j52zH733Fd0dC20L/rDcHS18mp5znI78m+cDX8RFi6IS1vXxRJbBzWt7Vng6uZUadIKkjnWxISOmqapVxFykk9NZ8aiplEmi2HGjBllXiFLUB46dAgJCQkX0i5BECqb/GxkTb0KXsdXqgeM1/1fwtu3XwYvd2ZdEKoanm4mZHd/CHmaGeHJ65DzYSdYN04/FcdXg0nPzkHYkidhNtixr87FCOt+laubJFQgNISbjv0OO4xNEYAM5H5zJaxp1euBLPuPZ4BZdyDr93EVvq2jB3djw7tXoMmCm1FHS8F+Q32cuOZPXHrVXSIU1zDMJiOG3/smFtS5WX1utWk8Ns/9vOwriNsB+/dXwWDJwmp7C1xmeRvNL38YPRqHVlyjawm9m4RgmaGLmrbsnF+9fptTjyjRqbIrRZCkrHzY7dXoWJ0BTdNw8+Q1GPX5SpW0shB6K+hkVK/fsrJQpl+Zzz//HC1btsTbb7+NnTt3nvb/tLQ0zJs3DzfccAM6deqk8i4IglCNyM9G2tdXwef4CmRqnnjW5xW8OPY6cZOt4gy75GK8Gf4edtqj4WVJhfm3e5D6xVBoayYBh1cBuWlnXwkfeDiqyh+71KNAwm6Hu96x9cDJzUD8TiBpv+Nhgz+CXM526kHAFaz6fjxaafuRAR9E3zzBpW0RKoegoCC43fyjqlQQZotFzkfdEP/7S0BWNfCSzIiD26Zv1aTb9h+LPliWI7k52Vg+5WnU+aYvOmX+C5tmwPKgUajz8FK0aO0YQRVqHiajAQPv+xjLghyhyO3XPY1db1+ChA1zAEvu6V/QNGW85W7+BbZvLocxLxUb7E3wtOeL+Ojuy3FLz4aVvxM1dADA3KQf8jQ3uGcW/LZmxDlc4qsq1nzgz6eBD9sCkwc62lzJYRE0wlOdxIYqCc/hkreA9BNn9chYvi8RG4+k4nCSk9daTorTuuJQ0yhTzoV///0Xv//+Oz755BM888wz8PHxQXh4ODw9PZGSkoLY2FiEhITg1ltvxbZt29T/BEGoJlhykDR5NOrErVTCwhvBr2H8XWMQ6O3u6pYJZXh4eeneMZi9vj8W/fE27rL/hMDYlcC8lYXLWExe0JSObIBmMEDjOwywwwiTZoGbLadIDfuyYnHzg80zGAb/SLhHd4IhqhPAV1BMhSYnWjx7Cvof/1IlcYzt8QKaBkr1gNpC05hGWDpkKuzzx6ChPQ5+Gz6EZcMExAV1BGL6wy+yGey5GdByM2A1mmExekEze8HL2wfe3j4wuHnCCndk2N2wO8sHO1IM8Pdyx6WtwhHOcooU2mz5gNEMGMvPY+vkgvcQoTkelt21fMQu/gJ1h5VfZZP4YwdwYMm3qLd/Ovposera2OXRFu7D30WfNj3KbTtC1cVkMqLXA19h5UQzusX/jBbZ64Dfb4Jljju0hv3g3u1W5OflIO+ft+GZcQjJmh/C4RC5dtgb4EXfl/DD2IsRGShJB8uTi9vFYNW+Vhhg2gxt3RQYtswErLnAjT8BMf1OLch7z3+fA351gTYuzFe35gtgtZPnS+JeILR5pYZFqM1m5iHYpwo/g/JcLX/fIRJc9r9SF4t3qnxxKCkLjUJ9Tw+LqIGeC2VO6HjFFVeoF3MpLF++HIcPH0ZOTo4SFTp27KhezLcgCEI1IjMBsV/fhLpJ/yFL88AnEW/ihdvHSChENXMZv7JLDNJafYxPfr8CPtunoxmOoIXxCKIMSUo8KCsMsciBB7LhocQHM2xwg1W93AveTQaHa5+bJUO9kHEYOL7q1DrcAmAJbw+vhl1himwPhLYAghsBpgvzgrFY8vHfpIdxUfw0ZTzt9u+N5oPvuaB1CtWPfj17Ylu9Vfh63lR0Ov492hv3o17KGoCvDWVbBx/vIgB00zyQA3e4/2mFxWBR/ZtYYEKKKRQ5PlHIcQ9GptEPue514B7aGEFRzRDZqCV8giLKJKJp2ckI3O7wWphn74Ghxv/gvnEKMORJwFTmR7DTSEuKxZ7FP8Bnz69okbcNYQXXZQKCcLzrs2h/2Z0wyDNZrcJkMqHX/ZOwe+dDOPzHO2iXsRR1kQIc/Fu9aKrp5hqFBYtmwkTbcPwTdgu+GtMbdQM8XbwHNY+BLcPxPjphADbDQMNdZ9p1wC2/AdFdHZ8PLAYWPAMY3YBmgwF3H5e0Vzuyij+v5T+qnpMKuPuWes9zrhahl6NsFl6F8ygl7XW8x585/09c+inPoYOJ2af+IZ4LRaGYMHLkyIppjSAIlYM1H4mLP4H3yndRV8tWwsLUmHfx5M03qRhOofoR4O2GJ667DLmWQdhxMh1/H0vD7sNHYc9KhpvJAHejAW5GgLoR39347uYGdy9/uHv7wcvHDz5eXvD1MMPHwwyzyYB8qx0Wmx1ZeTYkZOQpFT4hLROZacnITYuHPTMB3llH0Qb70c64Hy0NR+BhSYPHsaUAXwXYDGbkBTSCIbQFPCJbwRjWAohoXzYvh5xUnNy0AGmLP0bf/G1q1ubom9BuzAc1rnyTUDbaRNdBm7sfw7HkuzHzv1Ww71+Cusmr4WtLQya8kWPwUskfvQ358NJyYbLnwx0W9fIwWOCLHAQasuBtyIM3Tk8e5gabCr1AerERpWMANjoms+CJdHMIDG5eMLl7Ic8rDFleEbAHRKNhoxbwCqmvwoeO//s16mk52KXVh++1k5D8Y08EW+MRu/YX1O1xTan7mJyRjX2HjiA7LQ72jETYsxJhzEmGOeMowpPWoIl1H7oWCAq0Bna4tUFGkxFofdld6OAvJVlrM81btkXzlt9i2Z54jP9jIVonzcfVpiUww46f3K6A1mok+kdB9dM7A+rhATejJPisIPw83ZDbcCBw9GvHDIPJ4eF3bC0w/Vpg7BIgsD7w30TH/+0W4OgaoPFFFd62AwmZ+N/crXikwUG0CrQBHW9C9uGNoKxxEPUQg2PQMuOKig3O0Nti0SuOcMrGFwNtrwLMJZQs3f8P8P1VgHcdoM1ooMvtQGizUsMiqkU5yuRDjvfEPWdcLC7dyXMhMavW5Fw4f9lcEITzg5ljUw4hYds/yN67DOb0wzDAAFZ65A+8+pH38IcxpBG8w5vCu25TGIJjHO5y5VAnOWvrPOTOfQoheUfU5232GGzp+DLuHTlCHjBqSKhEp/pB6oVeFR87m2e1YW9cphI05hxLQtbRzfBO3ILmtn1objyCpobj8EEevFP3AHzt/f3Ud938YQlrD8/QGJg8/WHw9IcGDZbMJOSnJ8CSsA8BKdsRAbsaac7UvLC/11toP3hMhe+XUPWpF+yDa4cO5PjgWZNq5Vrsqm8xoaGZN1u6JmecdAitucCWkznw9fFGWJA/crPScWj/DqSd2K8EiwBkwis3Dp6ZR1En/wTCtCT4GHLhYz0G5exA5yDn9CabnNpY8L6r6V0Y2bo+/gi8HMPSZsBjwTjELnoF3tZ0ZJn8keUWDIPdCi9rmtpmMDLR7Uw7ZQD2mRohocFwNOx/E1o1KPqwLgh9m4Whb7MbkZx1NfbEpsPdzYQ76wVKWelKpmeXTth9uB6aG49ha/SNmBM8BmOS7kVU9h7kfHstvK78GNjrVE2CZSuLiQsr9yeiSagvwhi+FbcDiNsONB0IeJ2fkGi12fHBD7MxPuU5hB9OLZirwSfHkUNgkbUt7jQfQ0rcMQRzRsohR/4FCgT1HEkqsfcvYPkHjultPwPbfwFu+AkbjqWpMLMohthQgPj7ZUCzAVnxjpALvno+AAx+vcSEjlW+HCX3iceD8DckNx3w9D+r58KhIjkXkivOc8Fuwz87T+KFOXvw7tXt0bNx5Ze5FHFBECoaTUPGsR04uWUR7IeWIyx5PYJtiQg72/dOLgK2Fp2VZ/BUD6I55gDkuwfB7hsOc0AkfEKiERAeDTcf/gw4PThoNliSDiLt8DZY4nbCO3UvAizxSplO0PwxN+Qu9L/mYdwQHlARey7UAjzMJrSJClAvdIkG0EEZc8dScrD9RBr+OZ6K2KP7oSXsQnDWATTGMTQ3HkUL5eWQDo/jywC+CmDvdXbfJfvskTgc2B0xQx9F+xbtXbKfQvWFoulpoV4UahmuQ49MxkbXd/5nBFo0Kz3OOC09A0cP7UL8iSOIS05DSmoa/C0JCLXFwzPrOAIssahrSEG+ZkY6fLDP3BQXjRyrvhs96EHk/fgzguiubnG4xvpb0wEKFcWww4BMgx+yTAHIdgtArlsQ8j3rwBDdA/U6DUGTqBg0KZcjJNRkGLveozF7ueAKLmkRhlu1e9DDsglf7rkYeYjDHDyI3z2eQ2jyDkfiROLmA1iygMMrHIk46Xpfty1WH0jCDZNWo2WEP+bd1hiGr4c4kjWb3IH+TwH9nih5w8kHHIJAwz5AsVLNU1YcxBVJUxBuSlWJXxnuqC17T/3+HraH4YDmyGVkp+G7/htgzsMF3zQAdy0CIjsBS950zGrYFzi2Dtj3N3b8+j+MWtseoX4eWPhoPwQeXaQSQ+cbvfCO54MYkLcEvW1rgFWfOjwY6jRWz8hhKfSY8FehE1n5ttPLUdKgryqDX/Q6yM849ZnnKapziYvGFwmLcBYXUivGc8FuAyb2Reu0TMSmvYa/dsSKuCAI1RqbBTmpsUiKPYr0xOPIPrkb7sdXo37mJgRq6XC+tedrJmxDYxz27YCcoJawwQCrTYPVrsFmtyn3V7/sowixnEBDQxzqG+KVO6+HlgsPjrhZ4wHes9IBnDlZLRjpHlJs27M9rkDUFS/itjaOh2tBKG9jLjrYW72GtKHPQUsAl6sQixOpOTiQkIXPD8Uj8cAmmGI3w8+WAl9DDvyQo1JNJsMfmcYAWL1DUbftRRjWpwsuCZBEY0LVIMDfDwHtugJ8leJuvPRQCgK93RAT4oOhdXzgbnaEm7Vr3QZ/9PgGObF74BvaAAHBYcpTx5oeC6PZDe7+ofALjkBM/Wj4BoTC32TmI7cgCNUUhhl26HEJJq5sjC6NgtE+OhBmYxO8vetV3Jr0AVobDzsWHPKGMuK1Y+uQNmUUAk+ugP3il7AjPgb/uo/DnsR6SJvuhUAKC2YvwJoDLH4daHeNI7RCJz8L+Oc1YM2XgN3qEC2YJLLTGOV1sCsuAzP/Wo6FJkeSmjcNt+N5TIahYDR+u9YQdp9QIB8wZycAB/51rNfs6fD4+utFoMe9wImNgJs3cPU3wM45wNxH0HTLu7jTdB2WZ7bF4qlLcGXubPXVKfkDMSm7AyahA752ewsXmTY7RItB44Gdv+PZuEfRxNwf34Y+iW3H04uIC3tWzkaDhXfj30aPo8XQB1C/jjdcSsrBop8T9pQqLsQ5hUUcT81Rnp4ckCkSFkEBp7zEE1b2it8OllWINCTiZGoUXIGICzURKlcsFces17yx8F29LKfm8+aUkwJLZiKyUhORk56I/IwkID8TRks2jLZcmKw5MNlyYLblwqhZYTeaYTe4QTO6qWlNvdzVu0rWZnSDVvDOz1zOeRm7+sz/cdodmsHxPa6Ll5TRboXRboGBL43TVhg0m5o20ODmOE7BtNovvmsF7/xMs8RggmbgkgXvBhOMJjOMRse7oWCamcD5f8a/qfZzWZZnsllhs9nUu91mg2bLh8GSo27iBmsujNZcGHhDV9M56jjx+HjYsxGgZcDLyQ3WmVzNDTtMLRAf3BmGhr0R1aYf2kaHodNZ8hvkWmw4mZaLtcnZyMpIgTUjAdasJHVj0rISYUs/CXNmLDzzEhCiJcMPTgljCojVgnHYVB+5AU1grtsSdZt2wqiOTSW3glDp0CW9QR0f9bqoBX132kDTblQu61n5VmTlWVWIUIifO7zd5edJqJ4wI3hhVvASGHbZ8EptjyAIruW5Ya3w7NCWRUJPD3SKwsXvhaG96TBm3NYWXo37IH/Rm3DPjlXCAjH88yquNnjD15iFBogHTjJzp7sjV8P8p4ADS4B1U4CBLzuehfMygGnXAEdXOzbiG+4wXjd+p175Xe7GfbuG4josgJHeCo0vhuZ3CzI3/gBfg2OU/aC5MTwCIpgdFm45CUCK41kxuddzCFzxGoyHlwNHHEmcM9rdhm2xBiSaB8Fk6IehWIrn3X5wbLvA2z8RgfjSOgwPXdIUeRYbpi2/RIkL9o0/wHjx88D+xWq5i0wbsSLEp0BccIRF/L0jDpb5n6OZMRdd932EgR80xt83BiOoYYfzDglRhvzWn4CIDqflfigTekiETgl5F35ad1Q9v8dl5BbZ7JGkbDRlokrnhI6WbMd5KyW04pxg+fAC6lFccPKcqEzO+ektNzdXlaAsiZMnTyIigqNUFceECRPwzjvvqPKX7du3V+Uxu3UrPTLxp59+wgsvvIBDhw6hadOmeOuttzB06NDC/9N996WXXsKkSZOQmpqK3r174/PPP1fL6iQnJ+PBBx/EnDlzVEWM0aNH46OPPoKv76mHhy1btuD+++/H2rVrERoaqpYfN27cue/gxx0Bz3PM1G+zQKNowEQwNIY1e5m/ylHtwIKXcOFYNSOSEIA0UzCyPEKRGdoZXs36olG7vujkX/rD5pni5znyxRcQCqDkGyH7MW/GyVn5sNrtqk6wwwtCQ5NAL/QN8JR8CkKVdlnnK8S3hGRQgiAIglDNKf4Mxue66GAvbE5ugJWWZrjEYMBGY2t0h8NNfq89Ck2Nx+GrZWGLPQbZ8EQP405k9H0BfkyK3G2sQ1xYPxU4sckxzYSK1lxkGnyxpft76DX4WocQsH4qtC0z4b7uC4yxHsBV5uWONnW/Bz2tEVi+vi2GmNaqednBrZHryedNwDMvEVpythoAvHGRO0YaB+Nu0+8q5Da/yVBcsr474lf8V7BHd+OBwHZ4zDAd+fm52JDfAH+jK3619ITBJwT3DWisnmlHHbgIJxO+QUROksPj4fh69e1QQzo6+yShkfkntD2Zjtw5jfH86i740+RI5BxkyMSvxqcQNDMBaD4MuH7a+Z2I3fOAX+4CAqKBBzcA5nMreZmXsA8eBc/7ZoP9NHEh32rHkz9vUdN6ehMm1bbYNBUa4RAXnDwXCAWg8hAXYk+JC9GGePyblnNK2Vj/NRDe9lSFkqokLnTq1AnTpk1Dhw4disyfNWsW7rnnHiQkJKCimDlzJh577DFMnDgR3bt3x4cffojBgwdj9+7dCAs7PYJ95cqVuP766/Hmm2/i8ssvV+1mpYsNGzagTZs2apm3334bH3/8MaZOnYqYmBglRHCdO3bsKBRRbrzxRiWcLFy4EBaLBbfddhvGjh2r1kfS09MxaNAgDBw4ULVt69atuP322xEYGKiWOyeyEgDruRuBZ/qGXTPAAjPyYVYltjidrvkgFT5I1XyRYfCFxT0Qmmcg7O7+sJs9YTd7wW72hubmBY1uTxzht9ELIk+9a4WeERYYCoSNwnd6IGgWmDUrTJpVlbMza9wyP3Paqqb1dzfNCg2ONloNain+FzbVVpMqicdpzuc7fRg0g0l5JaiX8lIwKRXWZLCrjMiOuYxYtav2aMrLgR4OjpfDt4FrtsOocdrmuPErjwYTDIXeDWZYTZ6wFbzsJg91PNw9vOHm5QNPLx94efvCyzcAQWH1EBZeF+FeHsolqTJh2xnjxpcgCIIgCIJQdeFzW/9mofj+vyP4d08CWkX6Y0ZqC3Q3L0JaWFdccfR+vGX+AoHIxHt+T8LNNwT7jhzFXVoX3M8VNBviMJDTjjpKWRJrLtJNwbgmexx2LfHDHdadcDMFIzz8abSOCUa3g59hjHmhY1nmTWhyKXpY7HhD64AhcIgL7vXaw5rjMLhZaQe5Di+Cw7ZQfGgbicgAD1w+aBC+iO+A+G174eNuQqC3O4a3j8QDAy+D0fwaDFYrXv/8P2w/wdhd4J4u0UpYIKO6NMDPc/vhQfNsaJtnwMDklAUMPf4hQih8MJpg/SJ8ZFyqRAWd+sYCG3PfQsdoP3NJ0BObAkWji04PLWCYAKtSOZfl3faL453HbfN0oPO5JYhOPb5XPeOv15qhu2EX7Am74ewHnJp9KhmlXQM8kI9OUQFYdSTHkdSRhr7uuUD7ip4LzLsQcmpQW3E+oRJFPBcSVIUvhqO6HVsNzH0UCGkOPLBG/f+l37bhvwPJmH1/73IvP3/O4sKAAQPQo0cPvPLKK3jqqaeQlZWlRux//PFHvP76qcyfFcH777+Pu+66Sxn3hIb8H3/8gSlTpuDpp58+bXl6FwwZMgRPPvmk+jx+/HglEHz66afquxztpUDx/PPPY8SIEWqZb7/9FuHh4Zg9ezauu+467Ny5E/Pnz1ceCV26ODKk0luC3g/vvvsuIiMj8cMPPyA/P1+1w93dHa1bt8amTZtUe0sTF/Ly8tRLhwIFGZX3MszKuf4UBhSUmyoB/o+iAQ1vi2aGweyuRBFvLy94eXrCx8sT/t6e8PdyQ4CXG/w9He+h/h6o6++JJv6eKi5URrUFQRAEQRAEoXLo3yysUFwI8nbHr9ZeCA6Lwgt3jEHXH3bgoT0PquWub1IfHaID8NSRVMzdchL3X9REDYCh98PAvCeQG9oO2UM+gJvZHb0nHUSG5jDvJi93zg/QG++Yt2GExzq4933Y8V2jEb4eRsRHXIS0+B9wTAtF/YaNEHswGWmaNwIMjlBbJgAf1KER5m2NxYOJV8Js6ISp/zlEgTdGtcWIDkVj+z3c3PDpDZ1w+cfLYLFruLH7qZwQw9tFYszc7ngQs2GgSOBESJzDo2KdvRm6GPegu3GX4x9NByMuJR3GhO1wMxoRaEt1eGq0HI74X8YhbM8MpPR/DUH97wdObnKEPGybBfxyJ9D+BuDKzx3rYaLMPfNPbXD5+0CjAadyVpzYAORlAqEtAL9iw4R7/lIGeni6I/nuElsH1T4DczAwh4K3qquBlOxTlS84gDnX/TmEpGnogTdwNDnHkRODg7OE2+E2i1eMWDPJkTBz+EdqHwv5921g4/fAHX85KsgVFyNOOjwmSLQhAZcbViJtuxkh6TsdM1MPF4oWc7acVN7Oe+IyVB4Ql4oLn332GYYNG4Y777wTc+fOVSP6DA9Ys2ZNoTdARUDjff369XjmmWcK5zFEgd4Cq1Y5Yn+Kw/n0dHCGXgkUDsjBgwdVeAXXoRMQEKC8Ivhdigt8pweCLiwQLs9tr169GldeeaVapl+/fkpYcN4OQzBSUlIQFHR6XBC9KSjQFGePFo0AD/9CEcDfy6zenYUBXShw/j//x/m6MigIgiAIgiAIQtWEmfzpMn84KRsTFu9TQ4bt+18JePhiVMcoLN2TULhc3yYhePbXbdh5Ml251zOs4nv7IHyd/z4OHQ0FJsejT5MQZFjNaFHXD7f2aoj522MRGeiFtQeTsTc+E0tavoKrrm/vECacaNu8GS45+h7y4IafIvyx5VgaErTAQnHhqBaGDtGBKnTxq+UHce8PjmSQEQGeGNq25HB4tu+Ph/oi12pTyZ11ArzdENWiO47vrYMoQ5Kal655w79gW/Qpfij/AUx2fxctjY6S6Wh8MXIa3YCL3v8XL7r/gNuMfwK75yvD27rPkXAy69+PEZRzxJHIcsAzhbkcsHka0GwQ0PpKYP8/Krcc/CIdBj7zJ3zUzuEBwjKbFCYIc7INeh3oed+pHdowFSgQFshqewvst0egMRNh/HgLcPOvKo9cctYpz4VGhhMqtIWeGK0Nh5CQUf9USARzZ7BiEcWF4hUjVnwEZCcBM28Cbv3DUfGDbP/VIRAcW1tUdCCpR4DcU1Uoehu340rTCth++wqIKfg+E3LS08MrEJm5zFUH5NvKHkpfVs4rY9Zll12GUaNGqdwEZrNZ5SKoSGGBJCYmqkR79Cpwhp937SpQtopB4aCk5Tlf/78+70zLFA+54D4HBwcXWYYhFcXXof+vJHGBIomz8EHPhejoaGx+aRCCAqUsoCAIgiAIgiDUVHw9zBjVsR5mrjuq8mRFBnhicGuH/TCodTiCvN2QY7GhV+M6CPJxV+/L9iZi3taTuLhFGF6dswP59rrw9zQjPdeqPCDIdV2jcV23+upF6KlNQYLJlA16IgAn+jQNwQd/B6iqNo1DfeHtblLiQpOCcmRHtDBV9eKhgU1xKCkbf+90jLTf0SdGJWoujYYqX9jpdKgfhL93dSoM0Zhhuwh3mucx6BnWmIsRvzsUk6xD8b77RMcXGg1Ag1A/BHp7YGFuR9zm/iewdwGQlYRIO7NcMpl6vENYICs/cYgIOgwJqNfNkciRtB7pCCv5+yUgdqsjRIIvkwfgH+moCLHgGUc4dbe7ASZ+P7yyyD7k+TfEvemPYK73K3A/tMxRXrPt1Yhe+jwaG3phvxaFNoZTyR87GvdiY0a3UyERXsFAnYJiwsyL0esBxzRD0J09GX69B3h4iyO0g4KD7oHhTPpJYN1kx7k2ecBgy0OYwSE0mGy5qkxoIRmxyHPzKxQV8ixVQFzYv38/brjhBmU0L1iwAP/++y+uuOIKPPzwwyosws2NKQKFs+Hh4aFexTGVcNELgiAIgiAIglCzeOuqdnhySHPlvVA/2NtRqhBQFZN+ua+3Kl+oJzse1jZCiQs/rjuKWeuPKQNxYMswfHlzF7w6dwe+WXlICQQjOxYNU2Do85kq2HSqH4gnBzdHvSAvJRZw2wk4NdBJcaGJh1l5SX81pgv2xWdib1wGBrcu5ppfRhrU8cZUexeMgUNcWGZvi96GvWit7YF7j7swxC0Mc7b0wuPBGxEVFgqENlf70LF+EJbtaoF8ky/cmaNu7aSSN6ALCw37AnnpjlwEUwY7BASGwGd2QWN7a/Rm1Y38bIDiAEf+6Q3AChsUHeg98NfzwKoJwMBXlMcB89F9knsZcuGBPt1a4Iul7lgQfheGn/jI4RWRfgL1Dv+Kl8z7cIvlGbQ1ngpL6WjchwUZeYCek4HVLlqNAP79H7D3LyAnVXkUIGmvw6vCYHLkZGCbj60Bors7iQtOleG2/gzMeQTIz1Af82IGwnPfH6Uf/MxYZPmcKkOfb7OhvDnnWnRM5MhR+s2bN+PSSy/Fa6+9hsWLF+OXX345Y9WGCyUkJAQmkwlxcUXjUvi5bt2SOzfnn2l5/f1sy8THxxf5v9VqVRUknJcpaR3O2xAEQRAEQRAEQXCG4kHnBkGnJeVmaEGLuqeqCAxqXVcNQlKIOJCYpb73v9HtYDQa8NLwVnjnqnaYPKaLSrB4LtBwZx4HPXeCl5vDc0HniBauvBl0moT54rK2EWq75wM9GlbbW+IEQmBxD8Bme2O84/c0cNMsoPkQlcfhk5u6o+4DC4DrfihMbNgxOlAlf9/g2V191lZ8rN7X2JsjW/NAsuaL7H7Pn9pQhxuBq6cCngGFwsLOpnfjxXWeyutD4e4NNBsMdLvLkceA26KYMPgNwLcukHES+E2l0ERyUHt8YL0KS8NuRIsIPzVvmaW5Yz3HNwCHHCVE+5m2op4hHm2cxIUOxv1IyMjDmp371edEuw8Q3goIa+UQE1g5g+h5E6K7AS2GnQqHoEhid4QywFJQBWLLT8CsOxzCAitB9HkUJ3qPR5Z2huTuGXGFIREV5blgPJ+cCzNmzFB5CHR69eqFjRs3qkoSFQXzGXTu3BmLFi0qnGe329Xnnj17lvgdzndenjCho748RRIa/87LMDyBuRT0ZfjOEpXM96Dzzz//qG0zN4O+zNKlS1UlCeftNG/evMSQCEEQBEEQBEEQhLIS7OOO+wc0RtuoADxwURP89kDvQq8GCgRXd4lG36aOMpIXAqsHJGhOngv2MBXCUV7QQ4NV4a7IHY9fu/+IdPgg1zcSaOLIgUcPiSFtHEKKM5e0DFe2/+cpjjx4BkuWev9b64qb3T/AZXn/w66GNwGhLYGA+g5PhOAYYPQUh8DQ8WZ8bLtafedgUhbsdg0z1x7B+sPFSkNyIz3vB8YuduRGsDvsux1ujhQAzD/BEBOyIi0UcPNxeEvEn6p8MS50NdqZjjhVb0iEvzUJew4eVp9P5Bck728z2vGuh2zoFR/qtnPkiSDbZwNZiafaR88FhlcwdIMwdINeGANfRooxSCXmJPmaCXkGR+XDQjJOIjPPSVywVgFx4eabby5xvp+fHyZPdsR7VBTMUTBp0iRVNpJVHO69915VrUKvHnHLLbcUSfjIUA1WenjvvfdUXoaXX34Z69atwwMPPFB4IT7yyCPK++L3339XJSS5DlaAYMlK0rJlS1VxglUqmLRyxYoV6vtM9sjlCMNEKH7ccccd2L59uyqZyUoVxZNJCoIgCIIgCIIgnA+PDWqOOQ/2wRODmyMqsGh1ufJCz7ngHBbBUInygsnnmV8iEQFYeNyx3jo+Zy+lznKdN3Srj+X2Nkg2nGrfMa8W8K7bBHEIxr4kK3D3v8CD61RiTEXTgcCTB5A79CP8u88RWpBvteOvHbF4atZWPDS9IJFjcZh/ocMNhR8X5zQuFBdiCsSF4+kWHPEq8F5QCSkN6v2K9Onw0rIBs6ejBGRBaERqssMbPt5ScO50AeHQcke+hdgCz4WI9kDjiwCPABXKgN3zTrWLngtL/gcwNITrHvQaYHIcx/Qca6G4sFlrjLXuXR3fYRJLkhlXTFwo/7CIc+4pLNVYGjTWSxMfyoNrr70WCQkJePHFF1XOB4ZoUDzQkyceOXJEVXFw9qiYNm2aKjX57LPPomnTpqpShHPyyXHjximBgiUj6aHQp08ftU6Wc9RhqUkKCpdccola/+jRo/Hxxw5XHL3CxF9//aVKctK7giEcbGNpZSgFQRAEQRAEQRCqGiosoiDnQr5mRhyC4ONRvtXoOPJ/Ii0Xi3c5jO1ODcrm6T1uSAss2B6LX3N74g7zn7BpBqQFtELTUF+Vj2J/QiZgjlZG81+bT6BbTDDC/T2V8b1qXzyy808Z039sdSTmP56ag6TMPNQp8AIpQu9HgE3ToJk9MDvRURmjY/1AlWDzqs718PP6Y5ibXA/3mR0VNNZ590Nk1nblqaCo0xSI6ggk7kYn414EWtg+4EheQbLLoIaO6hRMHpmdeMpzIaIdYPZwVIrY/QdwwFEVQ2HNOSU2DHwZMJ8Kg0nPteCYFo1LsBHLbW0xzz4cC6+5C0g7Bix4Fvb0k8hyEhcosrhcXKA3gDMMBcjOzlYj997e3hUqLhAa+brnQXGWLFly2ryrr75avc4kiLz66qvqVRqsDEGR4ky0a9cOy5YtO+MygiAIgiAIgiAIVRV6Key2R6v8Bhu1JtBgVNUiypOGId5YdSBJVckgPRoFl+l7AV5u6N8sDD9u7I+bzQtV+wICA9E4zOGloMQFADPXHsWLv21XXhhj+zVS4SI//OcISdBZUiBskF2xGejdpARxgWEVd/6NfYm5SPkhEX6eZjQKcWyLOS7oPbJxcUHVB4oLxraYmT8Cf/u9Arf8NCCmLxDZEdjwLfobt8AXjnwJS/OaYHSORe2PKoNJL4Tj6x25FRiKEdrCscLAaMe77tGgey7kZZ5qnxPpORZ8br0C+UHN8HlCW9iz3KG1vAw7/56KVgA2bt+F7SFpFRoWcc49JSWloISGE3v37lUhCk8++WR5tUsQBEEQBEEQBEGoRLzcjSrEYIRpAg7kOkbFfcoxLILoOQsIDeyWTokrz0bLCD/M2lAfl+S9gzTNB6P9PdE41LE+VrIgqw868ijQU+HDv/eql07TMF/sjc9EhtMI/s6T6ejdJKTkDUa0x+rDFCYSVUiEnsiSA9Q9G9fBtEWnxIXVtmY4rIVg26jF6Ji51FERQtNUuERL45HCXAhr7C1xKDEL7aMDHRUqlLjg8H5AQL3/t3cn8FHV1wLHT2YmC0lIQgIJBBMwKrKIgKAsahVBQHEFVBQREPCVFxcWEWwRKD6rbUXEXawF2oJVW7WFKsgmVFBAtiKbIiL7IjuE7PM+55/cYWYyCUsmmZnk9/18xtnullyBuWfOImIvnr4YVzz5w308pQYXrIkREZ7jPnUk6UmJlq11u0vuwb0ihU7ZtPeEjFt4SD6MFEl0HpalxaUhQdNzwRctN3jhhRdKZDUAAAAAAEJDjfCiQMLmrJpm7KJeS0eF++WS0aWhW3BBSxfOZ/JEk3pFgYidzhQ5LrFSNy5KLi0etbnjcJYpiVi386h5/vC1F8uNl9eRhOhwadOglkzu3VLuu7o4G8CNXoCXZf2uom/7W1x0pteDuqROrByUBJmc30Pyrxkiq08XlerHJaWItBkgEp0oEpMke2OauNZZ47xMsiRKth8qakgpsclF93vXevZHUPGeY0UNzW7Izy56HBFbInNBmVKQYt8fOCEHpOi4U8KOyg5rv8GSuVDqhhwO2bNnj782BwAAAACoRNbYyeKKBZO1oN/S+7sswtIuI+m81m1ct2gMpKVufJQZ41kz0mGyEVb9dER2HTlthj4MvfkyM33C3byNblkAxTbvO27uNTCh2Q/NUs9My1Ab9xa93yzVM8OidmyExEU5ZFJ2L+nU4jo5seRL83qi1zjQfXWulfqnisZffllQ1PtvzY6jZjzlQ1G1xSy9Z03RwnGpUlDolF9/vF5uigmXLt4He+pM5oGEn/k9Wj0XVK3ocNM743Regew/ni0Hiht0RoflyInjmtURHTwNHXWqgjun0yl79+6V1157Ta699lp/HhsAAAAAoJKDC67nfm7mqBokxpiLf6dTpO3F59ZvwaKNF5NrRsqBEzmub+k1+JGRHGsyFj5evduVVeAdWDD7Tor2+Fm1dOL7/Sdlz9HTMmj6NyaQMP72ptL/2qJ+BvkFhbJl/wnXxAp3ul/t96CBAg1qKP254rSXgpsTaR1Ftr9jHn9jbyFSIDJt2XbzvOUlkWKGa2YVBw3i6snanUflbyt3yjeRJ6SLd1xHGz+aHdmLmj660WkRZhM1wk2fDA0u7DuWI6clSo47a0hc2GmpLUfluBVcyAuCzAVrRKP7L7VOnTpy0003mZGPAAAAAIDQE+UVXIjxc78FVSPCLr+6pYkczsotkQ1wLhrXi5MDJw6ax1oWobTvggYXPl2/12cJgyU98UxwoX1GkmksqQGGDi8sdL3+5uIf5J42aabRowYgdKpCbKRD0mp5ZgoU7bcouLBye1Gfh4Qa4WL3KvMIT2sjywsbi10KpWbGNSKbz2QffHusOLhgqZlqAh3qx5ya4qxhlzCdJmE59fOZkgivjBIrcyGuhkNiI+3y80kxmQvqgLOWCS6khB2Rbc7U4CmLKCz0/0EAAAAAAAIrOtwruODnSRGWwb/IuOB1tanjku+KgwvxRcGFLk1T5KPVu+VU8bjJlmmepQ2WqHC7CUjsO54tl9etKUdP57myDjJqx8jJnHzZfzxHOr74hcmOuKJ+nGufvnpDaHBBWduo5VUSoZLjo+Xm3LHm8YTL68rnbsGFozavMZxxqbLv56KAQIHYJTsqWWqcLgqYKOfpI2KOIiLalE+4BzKsnguasWGdNyu4cCisllwqeyRZjlToKEr/ducAAAAAAIQkh90mEXZbqWUSwcCaLqGTJjRYoLpdUU/ua3OmWWPLNK+LdjeXpRQFBLS3Qp+26ZJRJ0aevqWx/Pvx6+Xh64rKIayyi293F/VbaFrcSNKbNali77Gii/haMT6CCzXPNFi8sVGyJLkts+WkVzZEXKrsOVaUuaAO2et4vB0mRc0wcmw1pNm4OfLy/O88pkW4l0UoDaKo1+KHS+vsN+VfhR1cywes58Lw4cPPeYMvvfRSeY4HAAAAABAgWraQe7qwQjMXyqNtRqJpWHh1Q88Awm/ubGYuzPMKCk2mQWnG39FMvvz+Z+naLMUEU3pcdZHrvQfapsuH3+wUh80mB0/myOFTuT77LVi054K7Wj4yF+Kjw6V/h4ZS6HRKWmIN+eyJ600goPNLi+WH09EikV6ZC8fOZCrsKkyUM0d3xpG8cMnOKzRjNm9vkWoyKNwzF7SMQx04XhQkiardUA4d8GxmGbCyiDVrirtXnoW/O4kCAAAAACqPXrgfK75QDcbgQr34GrLi150k2qsfhGYx/GVg27OurxfiVjmDN70w/3zYDabc4A9zN8vri34wrzetF19qDwe9kNdyCmtSQ2kBDUtyXJQkx+m+HHIw2227YTaRmGTZc+xH10vfnY6Tdj62l22r4Xr8u882y9t9W3v0XLDOW25BYYleExVZFnFO/7dMnjxZmjVrJnZ78KXFAAAAAAD8w70UIiYIyyJUTR+TIPzF6mPQp20Deec/P0qkw+YqpfAWbrfJXwe1lTe/2CqLvzso1zfyLGMoS1pitGzckyuFYXaxadPG2BQRu0P2uZVFbMtNEPHxo54sPJMh8fnG/ab5ZF6B01Uuog0dPfZV60wwIuBlEa1atZJ9+/aZqRAZGRmycuVKSUo6v5mkAAAAAIDgL4uweGcHVCepCTXkoyEdxGEPc/V28KVlWoK83beNOJ3O88rk12yCDXuOy+mIRInJOWhKIrSkw+r3oL0Z9p4uuuY+6YyS2LCi/gnqUK5nxGHRlgPmvnZshDlnMV7nrXbNSJORouMpK7Is4pwaOiYkJMi2bdvM4+3btzMxAgAAAACqeOaC9zfg1c0V9eOlcXEDSX+3CEgrLlU4Zk8seqFmPRNYcDo1IyJMfnnDJbJaGsuOwjqyMbm7x7r7cxyuYILSHhLu2/QuZ9HSjUSvZpMBK4vo2bOn3HDDDVKvXj3zS2vTpk2pJRJWEAIAAAAAEFrcv6WPDsKeC1VFWnEg4JAzXlL1QVx9V0mEjtjUcZ16Kyy8T9J1SsSEf7jWzXIWdYG85uJE+XT9Pvlm+xGP3goxXkEhDS7UigmX3UdPB76h45QpU6RHjx6ydetWefzxx2Xw4MFSs2bpHTgBAAAAAKEnFHouVAVpxX0QthUkS3N9kHSp7DlaVPpQL+5MjwSb6QERJmKPFCkoKpnIkijRRIk2DYqCC1bjxgalZS5EOUpMsghYzwXVrVs3c79q1Sp54oknCC4AAAAAQBXj3mchGKdFVBXpxYGA32ffKXf26C7S9C7Z9/U+81q9hKiSK4TXcAUXTjmjJCkmssQoTCsbwhpFadHn2sPBXU5egDIX3E2dOtXvBwEAAAAACDwaOlbuxIvduTHibHGraT+wx60sooTwaJHso+bhaYmUlLhIV6aCpUFSjLmP8TpvRWURXj0XirMdKr2hIwAAAACg6tOpAhbv2n34j6N45KUqLJoiKXuLyyJS42v4zlwodkqipG5clNSvVcM1OtOz54JncEGfJxaXRWizyIrKXCC4AAAAAAAo2XOBsogKY3MLChQURxd2Hsky9xcV92Mokbng1tAxOS5Kwu02qZ9QtGyEwybJNSNLlEVEOmxmOStzwZoaURE9FwguAAAAAABKlEXEUBZRYewemQvFwYXDWR69E86WuaAaJEW7shasgIV7xknNqKJzeHHtopKJS+oU9WnQeEZ2XoFfgwz83wIAAAAAMKLdR1EyLaJSyiLyC51y7HSeHM/ON8+tbAQP4Wf6MFg9F9xLIax778wF63GHS5Lkzw9fY5pAXvvCQvPazZMWS0F2UUDDH8hcAAAAAACUyFzwnjoA/7HpLEm3sggra0GnOvgsR3Eri9BpESnFTR+vuTjR3LduUMv1vvv61mNtGPmLRnWkXnHGg9p5+LTsOlLURNIf+L8FAAAAAGDUcCuFiKahY+WURRQ6ZZfVb8FXSYRXWYQjKlaurB9vHt/RItUEFtyzHbQpp8YutNrCO0CkpRPa1DGvoLiLpB+RuQAAAAAA8CiL0LT9CDuXixXFdia2YMoiNItApflq5uiVufD+Y50kKTbSlZFwUa1oc+/ati3MdR6tngvuIh0VEzTi/xYAAAAAgEefBU2nd79ghX+FhYW5she0oaM1KcJnM0evzIXwqJpn3b5VDuGrxEInS1Tr4MLhw4elT58+EhcXJwkJCTJw4EA5efJkmetkZ2dLZmamJCUlSWxsrPTs2VP279/vscyOHTuke/fuEh0dLcnJyTJy5EjJzy9qpGH54osv5KqrrpLIyEi59NJLZdq0aR7vjx8/3vzP4X5r3LixH396AAAAAKh4cTXCzX188T0qjr04uKA9F6zeB2m1zh5ckIiiiQ9lscohfPXN0PGU1Tq4oIGFDRs2yLx582T27NmyZMkSeeSRR8pcZ9iwYTJr1iz58MMPZfHixbJnzx7p0aOH6/2CggITWMjNzZVly5bJ9OnTTeBg7NixrmV+/PFHs0zHjh1l7dq1MnToUBk0aJDMnTvXY1/NmjWTvXv3um5ffvllBfwWAAAAAKDiNEuNk0c7XipjujcJ9KFUefbizBD3ho5piaWURTiKX7c5RBwRZ922lbEQ67MsomLCACHR0HHTpk0yZ84cWblypbRp08a89uqrr8qtt94qL774oqSmppZY59ixY/Luu+/KzJkz5aabbjKvTZ06VZo0aSJff/21tGvXTj7//HPZuHGjzJ8/X1JSUqRly5by7LPPyqhRo0w2QkREhLz11lty8cUXy8SJE802dH0NHEyaNEm6du3q2p/D4ZC6detW2u8EAAAAAPxNs7Cf7Hp5oA+jWmUu5J9P5kJEzDltO6a4GWesW4NOS7XuufDVV1+ZUggrsKA6d+4sNptNli9f7nOdVatWSV5enlnOoqUK6enpZnvWdps3b24CCxYNGBw/ftxkSVjLuG/DWsbahuX77783QY6MjAyTZaHlFmXJyckx+3G/AQAAAACqV3DhwPFsOZ1XYCY8pLpNffDZ0PEcSiJUbGR4qZkL1brnwr59+0w/BHeaKZCYmGjeK20dzTzQoIQ7DSRY6+i9e2DBet96r6xlNBhw+nRRdKlt27amnEKzK958801TSnH99dfLiRMnSv2Znn/+eYmPj3fd0tLSzuM3AgAAAACoCsGFI1l5rv4IpV74W5kLblMjytKr9UXSKj1BbmrseR1dZXsujB49ukQjRO/b5s2bJdjdcsstcs8998iVV15psho+/fRTOXr0qHzwwQelrvP000+b0g3rtnPnzko9ZgAAAABA4IMLuQWF5j68rNGfrsyFcyuL6HZFXfn4f6+VBkkll48Mr4I9F0aMGCH9+/cvcxktM9BeBgcOHPB4XSc66ASJ0voc6OvaqFEv8t2zF3RahLWO3q9YscJjPWuahPsy3hMm9LlOrahRw3fKiu6vUaNGsnXr1lJ/Lp08oTcAAAAAQPVt6JiTV+ARbPApKaP4/tJy7zeirCBGqAYX6tSpY25n0759exMk0D4KrVu3Nq8tXLhQCgsLTUmCL7pceHi4LFiwwIygVFu2bDG9EHR71nafe+45E7iwyi50GoUGDpo2bepaRjMR3Oky1jZ80RGZP/zwg/Tt2/ecfxcAAAAAgOqbueAoK7hQv7XI/y4XqdWg3Put1g0ddUJDt27dZPDgwSbTYOnSpfLoo49K7969XZMidu/ebRo2WpkI2sdg4MCBMnz4cFm0aJEJTAwYMMAEBXRShOrSpYsJImgQYN26dWa85JgxYyQzM9OVVfDLX/5Stm3bJk899ZQp0XjjjTdMuYOOubQ8+eSTZtTl9u3bzUjLu+++W+x2u9x///0B+X0BAAAAAEIkuJBfFFywFWcylCq58ZneC+UQUZ1HUaoZM2aYgEKnTp3MlAjNRnjllVdc7+tkCM1MyMoqmg+qdFyktaxOZ9B+CBocsGgAYPbs2TJkyBATdIiJiZF+/frJhAkTXMvoGMp///vfJpgwefJkueiii+SPf/yjxxjKXbt2mUDCoUOHTCbGddddZ8ZdnktWBgAAAACg+gYXcoqDCw77WYILflLgdFbIdsOczgraMs6LTp/QbAtt7qhlGQAAAACAqqvTxC/kh4OnZPjNjeSled9JRp0YWTjixgrf74CpK2TRloPmcWFOlux8+V6/XIeGRFkEAAAAAABVicNm8yiLKLPngh9l5RY1kPQ3ggsAAAAAAFQym1dDR3txsKGiEVwAAAAAAKCKcHg1dKyszIVTufkVsl2CCwAAAAAABChzISe/wON5RYuwV0wYgOACAAAAAACVzF4cS3BNi6ik4MLve10p9RNqyIBrG/p1uwQXAAAAAAAIcENHeyUFF668KEGWjr5J7rs6za/bJbgAAAAAAEAlsxVfjVd2zwVLjXC7X7dHcAEAAAAAgEpmLzEtguACAAAAAAA4D9boyZy8AGUuRBBcAAAAAACgSjR0zA1Q5kIUmQsAAAAAAFSNzIXcSm7oaAm32yTcinD4AcEFAAAAAAAqmb1EQ8fKvzyPCvffPgkuAAAAAABQzRo6+rupI8EFAAAAAAACXBbhCERwIcLht20RXAAAAAAAoJLZi2MJOfkFRc8DEFzwZ1NHggsAAAAAAARqFGV+4Moiohz0XAAAAAAAIOQbOuYEMLgQTVkEAAAAAABVoKFjfuB6LkQyLQIAAAAAgNBl9womWGUSlYlpEQAAAAAAhDB7mGdwwWF1eKxEBBcAAAAAAAhhthKZC4EYRUlwAQAAAACAkOXwDi54ZTJUhu5X1vPbtgguAAAAAABQDTMXrrwowW/bIrgAAAAAAECAMxccAQgu+FPIBBcOHz4sffr0kbi4OElISJCBAwfKyZMny1wnOztbMjMzJSkpSWJjY6Vnz56yf/9+j2V27Ngh3bt3l+joaElOTpaRI0dKfn6+6/29e/fKAw88II0aNRKbzSZDhw71ua8PP/xQGjduLFFRUdK8eXP59NNP/fSTAwAAAACqGrtXGYQ9AA0dq2VwQQMLGzZskHnz5sns2bNlyZIl8sgjj5S5zrBhw2TWrFnmwn/x4sWyZ88e6dGjh+v9goICE1jIzc2VZcuWyfTp02XatGkyduxY1zI5OTlSp04dGTNmjLRo0cLnfnTd+++/3wQ81qxZI3fddZe5ffvtt378DQAAAAAAqmpZhCPEMxfCnE6nU4Lcpk2bpGnTprJy5Upp06aNeW3OnDly6623yq5duyQ1NbXEOseOHTNBgZkzZ0qvXr3Ma5s3b5YmTZrIV199Je3atZPPPvtMbrvtNhN0SElJMcu89dZbMmrUKDl48KBERER4bPPGG2+Uli1byssvv+zx+n333SenTp0yQQ+Lbl+X1e2di+PHj0t8fLw5bs3OAAAAAABUXa8t/F5e/Pw71/NnbmsqA6+7uFKPwZ/XoSGRuaDBAC2FsAILqnPnzqZMYfny5T7XWbVqleTl5ZnlLFq2kJ6ebrZnbVdLGKzAguratav5BWuWxPkcn/t+rO1Y+/FFMyJ0P+43AAAAAEA1begYJiEtJIIL+/btM/0Q3DkcDklMTDTvlbaOZh5oUMKdBhKsdfTePbBgvW+9dz7H52s7ZW3j+eefNxEi65aWlnbO+wMAAAAAVLWeCzYJZQE9+tGjR0tYWFiZNy1lqIqefvppk3pi3Xbu3BnoQwIAAAAAVBJ7Feu54AjkzkeMGCH9+/cvc5mMjAypW7euHDhwwON1neigEyT0PV/0dW3UePToUY/sBZ0WYa2j9ytWrPBYz5omUdp2S9uX9xQK9/34EhkZaW4AAAAAgOrH7l0WEeLBhYBmLmjDRe2DUNZNSxvat29vggTaR8GycOFCKSwslLZt2/rcduvWrSU8PFwWLFjgem3Lli1m9KRuT+n9+vXrPQIXOo1CG1loA8lzpdtx34+1HWs/AAAAAACUlakQ6pkLIVHUoRMeunXrJoMHDzaZBkuXLpVHH31Uevfu7ZoUsXv3bhOMsDIRtI+BjoYcPny4LFq0yAQmBgwYYC74dZKD6tKliwki9O3bV9atWydz5841IyczMzM9sgrWrl1rbidPnjRTJPTxxo0bXe8/8cQTZnrFxIkTTRnH+PHj5ZtvvjHHCAAAAADAWRs6hnhwIaBlEedjxowZ5mK9U6dOZkpEz5495ZVXXnG9r5MhNDMhKyvL9dqkSZNcy+p0Bp3g8MYbb7jet9vtZnzkkCFDTNAhJiZG+vXrJxMmTPDYd6tWrVyPNUih4y0bNGgg27dvN6916NDBvKaBiV/96ldy2WWXySeffCJXXHFFBf9WAAAAAABVoqGjLbSDC2FOp9MZ6IOAf+eLAgAAAACC24ff7JSRf/+v6/lbD14l3a6oF7LXoSFRFgEAAAAAQNVu6GiTUBbaRw8AAAAAQAiy09ARAAAAAACUh72KNXQkuAAAAAAAQCWzV7GGjgQXAAAAAACoZHYyFwAAAAAAQHnY6bkAAAAAAADKw0bmAgAAAAAAKA9HicyF0L48D+2jBwAAAAAgBNlp6AgAAAAAAMrDTlkEAAAAAAAoDzvBBQAAAAAA4M+Gjg6CCwAAAAAA4Hx4BxPIXAAAAAAAAOfF5tXQ0WEnuAAAAAAAAM4DPRcAAAAAAIB/yyLCCC4AAAAAAIByNXQM7cvz0D56AAAAAACqQuaCncwFAAAAAABQnoaO9FwAAAAAAADng4aOAAAAAACgXBw0dAQAAAAAAP5q6BgWVrLBY6ghuAAAAAAAQCWzu2UqhHq/BUVwAQAAAACASmZ3mw4R6v0WQiq4cPjwYenTp4/ExcVJQkKCDBw4UE6ePFnmOtnZ2ZKZmSlJSUkSGxsrPXv2lP3793sss2PHDunevbtER0dLcnKyjBw5UvLz813v7927Vx544AFp1KiR2Gw2GTp0aIn9TJs2TcLCwjxuUVFRfvzpAQAAAABVN3PBJqEuZH4CDSxs2LBB5s2bJ7Nnz5YlS5bII488UuY6w4YNk1mzZsmHH34oixcvlj179kiPHj1c7xcUFJjAQm5urixbtkymT59uAgVjx451LZOTkyN16tSRMWPGSIsWLUrdlwY9NBBh3X766Sc//eQAAAAAgKrGbqtamQsOCQGbNm2SOXPmyMqVK6VNmzbmtVdffVVuvfVWefHFFyU1NbXEOseOHZN3331XZs6cKTfddJN5berUqdKkSRP5+uuvpV27dvL555/Lxo0bZf78+ZKSkiItW7aUZ599VkaNGiXjx4+XiIgIadiwoUyePNms/6c//anUY9Rshbp161bY7wAAAAAAUHXY3QIK9FyoJF999ZUphbACC6pz586mTGH58uU+11m1apXk5eWZ5SyNGzeW9PR0sz1ru82bNzeBBUvXrl3l+PHjJkvifGiJRoMGDSQtLU3uvPPOs66vGRG6H/cbAAAAAKD6lUXYCC5Ujn379pl+CO4cDockJiaa90pbRzMPNCjhTgMJ1jp67x5YsN633jtXl19+uclq+Oc//yl//etfpbCwUDp06CC7du0qdZ3nn39e4uPjXTcNSgAAAAAAqgebTfv1FT0mc6GcRo8eXaIRovdt8+bNEuzat28vDz30kCmruOGGG+Sjjz4yfRrefvvtUtd5+umnTemGddu5c2elHjMAAAAAIDiyF+xVILgQ0J4LI0aMkP79+5e5TEZGhullcODAAY/XdaKDTpAorc+Bvq6NGo8ePeqRvaDTIqx19H7FihUe61nTJMrTPyE8PFxatWolW7duLXWZyMhIcwMAAAAAVE92W5jkFzqrROZCQIML+u2+3s4lM0CDBNpHoXXr1ua1hQsXmvKDtm3b+lxHl9OL/AULFpgRlGrLli1m9KRuz9ruc889ZwIXVtmFTqPQyQ9Nmza94J9Lp1CsX7/eNJwEAAAAAMAXK2OhKmQuhETPBZ3w0K1bNxk8eLDJNFi6dKk8+uij0rt3b9ekiN27d5uGjVYmgvYxGDhwoAwfPlwWLVpkAhMDBgwwAQWdFKG6dOl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- "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig15, ax15 = plt.subplots(figsize=[12, 4])\n", "ax15.plot(sp2_ex3b.spec[0].spec_table['WAVELENGTH'], sp2_ex3b.spec[0].spec_table['FLUX'], label='boxcar extraction (single nod)')\n", @@ -2499,7 +1485,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.9" + "version": "3.14.3" } }, "nbformat": 4, From 3b03cafdcc730391811ea3a89b66a44806aac7b0 Mon Sep 17 00:00:00 2001 From: Clare Shanahan Date: Tue, 10 Feb 2026 18:23:58 -0500 Subject: [PATCH 9/9] minor fixes --- .../miri_lrs_slit_advanced_extraction.ipynb | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb index 17da50062..4c7e3d413 100644 --- a/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb +++ b/notebooks/MIRI/MIRI_LRS_spectral_extraction/miri_lrs_slit_advanced_extraction.ipynb @@ -27,7 +27,7 @@ "\n", "\n", "**JWST pipeline version and CRDS context:**
    \n", - "This notebook was written for the above-specified pipeline version and associated build context for this version of the JWST Calibration Pipeline. Information about this and other contexts can be found in the JWST CRDS [server](https://jwst-crds.stsci.edu/)). If you use different pipeline versions, please refer to the table [here](https://jwst-crds.stsci.edu/display_build_contexts/) to determine what context to use. To learn more about the differences for the pipeline, read the relevant [documentation](https://jwst-docs.stsci.edu/jwst-science-calibration-pipeline/jwst-operations-pipeline-build-information#references).\n", + "This notebook was written for the above-specified pipeline version and associated build context for this version of the JWST Calibration Pipeline. Information about this and other contexts can be found in the JWST CRDS [server](https://jwst-crds.stsci.edu/). If you use different pipeline versions, please refer to the table [here](https://jwst-crds.stsci.edu/display_build_contexts/) to determine what context to use. To learn more about the differences for the pipeline, read the relevant [documentation](https://jwst-docs.stsci.edu/jwst-science-calibration-pipeline/jwst-operations-pipeline-build-information#references).\n", "\n", "Please note that pipeline software development is a continuous process, so results in some cases may be slightly different if a subsequent version is used. **For optimal results, users are strongly encouraged to reprocess their data using the most recent pipeline version and [associated CRDS context](https://jwst-crds.stsci.edu/display_build_contexts/), taking advantage of bug fixes and algorithm improvements.** Any [known issues](https://jwst-docs.stsci.edu/known-issues-with-jwst-data#gsc.tab=0) for this build are noted in the notebook.\n", "\n", @@ -58,7 +58,7 @@ "0. [Package imports](#Package-imports)\n", "1. [The Level 2 & 3 data products](#The-Level-2-&-3-data-products)\n", "2. [The spectral extraction reference file](#The-spectral-extraction-reference-file)\n", - "3. [Example 1: Changing the extraction aperture width](#Example-1:-Changing-the-extraction-aerture-width)\n", + "3. [Example 1: Changing the extraction aperture width](#Example-1:-Changing-the-extraction-aperture-width)\n", "4. [Example 2: Changing the extraction aperture location](#Example-2:-Changing-the-extraction-aperture-location)\n", "5. [Example 3: Extraction with background subtraction](#Example-3:-Extraction-with-background-subtraction)\n", "6. [Example 4: Tapered column extraction](#Example-4:-Tapered-column-extraction)\n", @@ -181,7 +181,7 @@ "source": [ "data_zip_file = 'data.zip'\n", "\n", - "# Uunpack data, if needed\n", + "# Unpack data, if needed\n", "if not os.path.exists('data/'):\n", " print('Unpacking Data')\n", " with zipfile.ZipFile(data_zip_file, 'r') as zip_ref:\n", @@ -566,7 +566,7 @@ "id": "e2f69145-dae3-441b-a4d1-00ee51cec2c0", "metadata": {}, "source": [ - "We now plot the spectrum from the modified extration against the default spectrum. Recall that the spectral extraction includes an aperture correction that accounts for the flux loss outside of the aperture, and so the spectra should be largely identical in flux level throughout. Minor differences can be apparent at longer wavelengths as the aperture correction is less well-calibrated in this low SNR region. " + "We now plot the spectrum from the modified extraction against the default spectrum. Recall that the spectral extraction includes an aperture correction that accounts for the flux loss outside of the aperture, and so the spectra should be largely identical in flux level throughout. Minor differences can be apparent at longer wavelengths as the aperture correction is less well-calibrated in this low SNR region. " ] }, { @@ -838,7 +838,7 @@ "id": "3dd6c51c-e596-4f34-a9ca-67d12170cbec", "metadata": {}, "source": [ - "From the plot, it is evident that the background level is not uniform in the cross-dispersion direction across the spectral image, particularly at long wavelengths (i.e., lower row numbers), where it rises from left to right. To estimate the backgound level in the region of the spectral trace, let's establish two background regions on either side of the source. The location of peak flux is located around columns 13-14, so we will take columns 1-6 and 21-26 (inclusive) as the background regions. \n", + "From the plot, it is evident that the background level is not uniform in the cross-dispersion direction across the spectral image, particularly at long wavelengths (i.e., lower row numbers), where it rises from left to right. To estimate the background level in the region of the spectral trace, let's establish two background regions on either side of the source. The location of peak flux is located around columns 13-14, so we will take columns 1-6 and 21-26 (inclusive) as the background regions. \n", "\n", "Let's visualize the background regions." ] @@ -1033,7 +1033,7 @@ "source": [ "## Example 4: Tapered column extraction\n", "\n", - "The ``extract_1d`` reference file supports variable apertures that change as a function of pixel position or wavelength. In this example, we will use the JWST calibration pipeline to perform a spectral extraction with a tapered column aperture that grows wider as a function of wavelength, mirroring the broadening of the spectral trace PSF. Specifically, we want to set the aperture width to 3 times the FWHM of the spatial profile. The way to specify this in the reference file is to use the ``src_soeff`` parameter instead of the simpler ``xstart`` and ``xstop`` settings. The ``src_coeff`` parameter can take polynomial coefficients rather than fixed pixel values.\n", + "The ``extract_1d`` reference file supports variable apertures that change as a function of pixel position or wavelength. In this example, we will use the JWST calibration pipeline to perform a spectral extraction with a tapered column aperture that grows wider as a function of wavelength, mirroring the broadening of the spectral trace PSF. Specifically, we want to set the aperture width to 3 times the FWHM of the spatial profile. The way to specify this in the reference file is to use the ``src_coeff`` parameter instead of the simpler ``xstart`` and ``xstop`` settings. The ``src_coeff`` parameter can take polynomial coefficients rather than fixed pixel values.\n", "\n", "Polynomial definitions for the extraction aperture can be specified as a function of either pixels or wavelength. The particular choice must be denoted using the ``independent_var`` parameter. We will use pre-measured FWHM values as a function of **wavelength** and fit a straight line to the FWHM($\\lambda$) profile. Of course, the FWHM can also be measured directly from the data. " ] @@ -1137,7 +1137,7 @@ "id": "a31aae65-7e5e-4b94-9de1-f03f3881a4bf", "metadata": {}, "source": [ - "Plotting the default Level 3 spectrum with our tapered column extraction result, we see good agreement between the two spectra. In the case of a variable aperture, the aperture correction at each wavelength is computed for the precise width of the aperture. The aperture correction reference file only stores correction vectors for interger-width apertures, so minor discrepancies may arise due to the inherent imperfection of the interpolation process when calculating the aperture correction factor for fractional pixel width apertures." + "Plotting the default Level 3 spectrum with our tapered column extraction result, we see good agreement between the two spectra. In the case of a variable aperture, the aperture correction at each wavelength is computed for the precise width of the aperture. The aperture correction reference file only stores correction vectors for integer-width apertures, so minor discrepancies may arise due to the inherent imperfection of the interpolation process when calculating the aperture correction factor for fractional pixel width apertures." ] }, { @@ -1324,7 +1324,7 @@ "source": [ "Optimal spectral extraction can also be performed with simultaneous background modeling, which is useful for cases where mutual nod subtraction has not been carried out. Here, we repeat this exercise with the ``l2_cal_file_nobsub`` file and switch ``model_nod_pair`` to False. To activate background subtraction for optimal spectral extraction, we set ``subtract_background`` as True. \n", "\n", - "By default, the current implementation of simultaneous background fitting assumes that the background flux level in each row is constant. However, we know that this is not true in actual LRS slit images, as discussed previously. To enable more robust background modeling as part of the optimal spectral extraction process, we require a number of parameter settings to be passed to the step through the ``extract_1d`` refefrence file. These are identical to the settings used for background subtraction in boxcar extractions (see Example 3).\n", + "By default, the current implementation of simultaneous background fitting assumes that the background flux level in each row is constant. However, we know that this is not true in actual LRS slit images, as discussed previously. To enable more robust background modeling as part of the optimal spectral extraction process, we require a number of parameter settings to be passed to the step through the ``extract_1d`` reference file. These are identical to the settings used for background subtraction in boxcar extractions (see Example 3).\n", "\n", "**Note: currently, the simultaneous background modeling is carried out row by row, without the option to smooth the background flux along the dispersion axis.** " ] @@ -1351,7 +1351,7 @@ "id": "8954ad6b-3a48-450c-9e62-20eaba750adb", "metadata": {}, "source": [ - "We can now run ``extract_1d`` with both the customized reference file and the step parameters for optimal spectreal extraction." + "We can now run ``extract_1d`` with both the customized reference file and the step parameters for optimal spectral extraction." ] }, {

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