diff --git a/.gitignore b/.gitignore index ca27393..40f0135 100644 --- a/.gitignore +++ b/.gitignore @@ -2,8 +2,8 @@ .#* *# .DS_Store -docs/ipynb/* -!docs/ipynb/*.ipynb +docs/* +!docs/*.ipynb docs/_build .cache .coverage diff --git a/.readthedocs.yml b/.readthedocs.yml deleted file mode 100644 index a458a7f..0000000 --- a/.readthedocs.yml +++ /dev/null @@ -1,8 +0,0 @@ -version: 2 - -python: - version: 3.8 - install: - - requirements: docs/requirements.txt - - method: pip - path: . diff --git a/Makefile b/Makefile index 1eebedc..356cb95 100644 --- a/Makefile +++ b/Makefile @@ -1,5 +1,5 @@ PROJECT=ubermagtable -IPYNBPATH=docs/ipynb/*.ipynb +IPYNBPATH=docs/*.ipynb PYTHON?=python test-unittests: diff --git a/README.md b/README.md index 4957838..867fba6 100644 --- a/README.md +++ b/README.md @@ -18,7 +18,7 @@ | Coverage | [![codecov](https://codecov.io/gh/ubermag/ubermagtable/branch/master/graph/badge.svg?token=hcK4fofmrL)](https://codecov.io/gh/ubermag/ubermagtable) | | Documentation | [![Documentation](https://img.shields.io/badge/Docs-ubermag.github.io-blue)](https://ubermag.github.io/documentation/ubermagtable.html) | | YouTube | [![YouTube](https://img.shields.io/badge/YouTube-ubermag-blue)](https://www.youtube.com/channel/UC7MSqVQSMFV42R1jAYmKGLg) | -| Binder | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/ubermag/ubermagtable/stable?urlpath=lab/tree/docs/ipynb/index.ipynb)| +| Binder | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/ubermag/ubermagtable/stable?urlpath=lab/tree/docs/index.ipynb) | | Platforms | [![Platforms](https://anaconda.org/conda-forge/ubermagtable/badges/platforms.svg)](https://anaconda.org/conda-forge/ubermagtable) | | Downloads | [![Downloads](https://anaconda.org/conda-forge/ubermagtable/badges/downloads.svg)](https://anaconda.org/conda-forge/ubermagtable) | | License | [![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](https://opensource.org/licenses/BSD-3-Clause) | diff --git a/docs/Makefile b/docs/Makefile deleted file mode 100644 index d4bb2cb..0000000 --- a/docs/Makefile +++ /dev/null @@ -1,20 +0,0 @@ -# Minimal makefile for Sphinx documentation -# - -# You can set these variables from the command line, and also -# from the environment for the first two. -SPHINXOPTS ?= -SPHINXBUILD ?= sphinx-build -SOURCEDIR = . -BUILDDIR = _build - -# Put it first so that "make" without argument is like "make help". -help: - @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) - -.PHONY: help Makefile - -# Catch-all target: route all unknown targets to Sphinx using the new -# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). -%: Makefile - @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) diff --git a/docs/_templates/class-template.rst b/docs/_templates/class-template.rst deleted file mode 100644 index b33aeaa..0000000 --- a/docs/_templates/class-template.rst +++ /dev/null @@ -1,41 +0,0 @@ -{{ objname | escape | underline }} - -.. currentmodule:: {{ module }} - -.. autoclass:: {{ objname }} - :members: - :special-members: - - .. raw:: html - -
- - {% block methods %} - {% if methods %} - .. rubric:: {{ ('Methods') }} - - .. autosummary:: - :nosignatures: - {% for item in all_methods %} - {% if not item.startswith('_') or - (item.startswith('__') and item not in excluded_members) %} - ~{{ name }}.{{ item }} - {% endif %} - {%- endfor %} - {% endif %} - {% endblock %} - - {% block attributes %} - {% if attributes %} - .. rubric:: {{ ('Properties') }} - - .. autosummary:: - {% for item in attributes %} - ~{{ name }}.{{ item }} - {%- endfor %} - {% endif %} - {% endblock %} - - .. raw:: html - -
diff --git a/docs/_templates/module-template.rst b/docs/_templates/module-template.rst deleted file mode 100644 index 424e489..0000000 --- a/docs/_templates/module-template.rst +++ /dev/null @@ -1,53 +0,0 @@ -{{ fullname | escape | underline}} - -.. automodule:: {{ fullname }} - {% block attributes %} - {% if attributes %} - .. rubric:: Module attributes - - .. autosummary:: - :toctree: - {% for item in attributes %} - {{ item }} - {%- endfor %} - {% endif %} - {% endblock %} - - {% block classes %} - {% if classes %} - .. rubric:: {{ ('Classes') }} - - .. autosummary:: - :toctree: - :template: class-template.rst - :nosignatures: - {% for item in classes %} - {{ item }} - {%- endfor %} - {% endif %} - {% endblock %} - - {% block functions %} - {% if functions %} - .. rubric:: {{ ('Functions') }} - - .. autosummary:: - :toctree: - :nosignatures: - {% for item in functions %} - {{ item }} - {%- endfor %} - {% endif %} - {% endblock %} - - {% block exceptions %} - {% if exceptions %} - .. rubric:: {{ ('Exceptions') }} - - .. autosummary:: - :toctree: - {% for item in exceptions %} - {{ item }} - {%- endfor %} - {% endif %} - {% endblock %} diff --git a/docs/conf.py b/docs/conf.py deleted file mode 100644 index b2213d4..0000000 --- a/docs/conf.py +++ /dev/null @@ -1,79 +0,0 @@ -# Configuration file for the Sphinx documentation builder. -# -# This file only contains a selection of the most common options. For a full -# list see the documentation: -# https://www.sphinx-doc.org/en/master/usage/configuration.html - -# -- Path setup -------------------------------------------------------------- - -# If extensions (or modules to document with autodoc) are in another directory, -# add these directories to sys.path here. If the directory is relative to the -# documentation root, use os.path.abspath to make it absolute, like shown here. -# -# import os -# import sys -# sys.path.insert(0, os.path.abspath('.')) - - -# -- Project information ----------------------------------------------------- - -project = 'ubermagtable' -copyright = '2021, Marijan Beg and Hans Fangohr' -author = ('Marijan Beg, Martin Lang, Ryan A. Pepper, ' - 'Thomas Kluyver, and Hans Fangohr') - - -# -- General configuration --------------------------------------------------- - -# Add any Sphinx extension module names here, as strings. They can be -# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom -# ones. -extensions = [ - 'sphinx.ext.autodoc', - 'sphinx.ext.autosummary', - 'sphinx.ext.napoleon', - 'sphinx.ext.mathjax', - 'nbsphinx', - 'm2r2' -] - -# Add any paths that contain templates here, relative to this directory. -templates_path = ['_templates'] - -# List of patterns, relative to source directory, that match files and -# directories to ignore when looking for source files. -# This pattern also affects html_static_path and html_extra_path. -exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store'] - - -# -- Options for HTML output ------------------------------------------------- - -# The theme to use for HTML and HTML Help pages. See the documentation for -# a list of builtin themes. -# -html_theme = 'sphinx_rtd_theme' - -# Add any paths that contain custom static files (such as style sheets) here, -# relative to this directory. They are copied after the builtin static files, -# so a file named "default.css" will overwrite the builtin "default.css". -# html_static_path = ['_static'] - -# Custom configuration -autosummary_generate = True -autosummary_imported_members = True -autosummary_context = { - 'excluded_members': ['__radd__', '__rand__', '__rlshift__', '__rmatmul__', - '__rmul__', '__rsub__', '__rtruediv__', '__delattr__', - '__format__', '__ge__', '__getattribute__', '__gt__', - '__init__', '__init_subclass__', '__le__', '__lt__', - '__ne__', '__new__', '__reduce__', '__reduce_ex__', - '__setattr__', '__sizeof__', '__str__', '__eq__', - '__subclasshook__', '__hash__', '__dir__'] -} - -autoclass_content = 'class' -autodoc_inherit_docstrigs = True -autodoc_default_options = { - 'member-order': 'groupwise', - 'exclude-members': '__init__, __weakref__' -} diff --git a/docs/ipynb/index.ipynb b/docs/index.ipynb similarity index 100% rename from docs/ipynb/index.ipynb rename to docs/index.ipynb diff --git a/docs/index.rst b/docs/index.rst deleted file mode 100644 index 1fbe6cc..0000000 --- a/docs/index.rst +++ /dev/null @@ -1,14 +0,0 @@ -NEW WEBSITE: https://ubermag.github.io -====================================== - -``Ubermagtable`` is part of the ``ubermag`` metapackage. Recently, the -websites for the different subpackages have been centralised. Please use the new -`documentation `_ -and `API reference `_ in -the future. - -You should be redirected in 5 seconds automatically. - -.. raw:: html - - diff --git a/docs/ipynb/installation-testing-update.ipynb b/docs/installation-testing-update.ipynb similarity index 100% rename from docs/ipynb/installation-testing-update.ipynb rename to docs/installation-testing-update.ipynb diff --git a/docs/ipynb/table-interactive-plot.ipynb b/docs/ipynb/table-interactive-plot.ipynb deleted file mode 100644 index 8a486c2..0000000 --- a/docs/ipynb/table-interactive-plot.ipynb +++ /dev/null @@ -1,503 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Table interactive plot\n", - "\n", - "In previous tutorials we showed how to plot the data as well as some widgets which are a part of the table object. In this tutorial, we show how an interactive plot can be built.\n", - "\n", - "Let us demonstrate plotting using the data from an example file:" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import ubermagtable as ut\n", - "\n", - "# Sample OOMMF .odt file\n", - "dirname = os.path.join('..', '..', 'ubermagtable', 'tests', 'test_sample')\n", - "odtfile = os.path.join(dirname, 'oommf-old-file2.odt')\n", - "\n", - "table = ut.Table.fromfile(odtfile, x='t')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "By calling `mpl` method, default plot is shown:" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table.mpl()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "By default, all data columns are plotted. To select only certain data columns, `y` can be passed. `y` is a list of strings, where each string matches one of the columns. For instance, if we want to plot the average magnetisation components, the plot is:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table.mpl(y=['mx', 'my', 'mz'])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now, let us say we want to interactively choose data columns we want to plot on y-axis of the plot. We start by putting our plotting inside a function and exposing the argument we want to choose:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def my_interactive_plot(y):\n", - " table.mpl(y=y)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Having the function defined, we have to call it with required `yaxis` argument in order to get the plot. For example," - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "my_interactive_plot(y=['mx', 'my', 'mz'])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To interactively change the values of `yaxis`, we have to:\n", - "\n", - "1. decorate the function using `ubermagtable.interact` and\n", - "2. assign a widget to the `yaxis` in the `ubermagtable.interact` argument list." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "68d1c76483e440df9afb23911f2a4f8f", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "interactive(children=(SelectMultiple(description='y-axis:', index=(0, 1, 2, 3, 4, 0, 6, 7, 8, 0, 10, 11, 12, 1…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# NBVAL_IGNORE_OUTPUT\n", - "@ut.interact(y=table.selector())\n", - "def my_interactive_plot(y):\n", - " table.mpl(y=y)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The plot, together with a selector widget is shown. In order to select multiple data columns from the widget list, we hold `Ctrl` (Windows, Linux) or `Cmd` (MacOS) and select multiple data columns.\n", - "\n", - "Another argument of the plot we can interact with is the range of time values on the horizontal axis. For that, we have to expose `xlim` and assign it a slider widget." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e6bcaa1294e14aeba05b557c33d77b96", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "interactive(children=(SelectMultiple(description='y-axis:', index=(0, 1, 2, 3, 4, 0, 6, 7, 8, 0, 10, 11, 12, 1…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# NBVAL_IGNORE_OUTPUT\n", - "@ut.interact(y=table.selector(),\n", - " xlim=table.slider())\n", - "def my_interactive_plot(y, xlim):\n", - " table.mpl(y=y, xlim=xlim)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This way, by exposing the axes and passing any allowed `matplotlib.pyplot.plot` argument, we can customise the plot any way we like (as long as it is allowed by `matplotlib`)." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.5" - }, - "widgets": { - "application/vnd.jupyter.widget-state+json": { - "state": { - "1214e5ceebda40d490816e7189d6a944": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "state": {} - }, - "1c2ffe3d64a443c6aac03820240e25fd": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "SelectionRangeSliderModel", - "state": { - "_model_name": "SelectionRangeSliderModel", - "_options_labels": [ - "1.0", - "2.0", - "3.0", - "4.0", - "5.0", - "6.0", - "7.0", - "8.0", - "9.0", - "10.0", - "11.0", - "12.0", - "13.0", - "14.0", - "15.0" - ], - 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\n", - "text/plain": "
" - }, - "metadata": {}, - "output_type": "display_data" - } - ] - } - } - }, - "version_major": 2, - "version_minor": 0 - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/docs/ipynb/table-visualisation.ipynb b/docs/ipynb/table-visualisation.ipynb deleted file mode 100644 index 95b9b70..0000000 --- a/docs/ipynb/table-visualisation.ipynb +++ /dev/null @@ -1,298 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Table visualisation\n", - "\n", - "Table object provides a convenience function which allows us to plot the data stored. Plotting is performed using `matplotlib` and the method is `mpl`.\n", - "\n", - "Let us demonstrate plotting using the data from an example file:" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import ubermagtable as ut\n", - "\n", - "# Sample OOMMF .odt file\n", - "dirname = os.path.join('..', '..', 'ubermagtable', 'tests', 'test_sample')\n", - "odtfile = os.path.join(dirname, 'oommf-old-file2.odt')\n", - "\n", - "table = ut.Table.fromfile(odtfile, x='t')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "By calling `mpl` method, default plot is shown:" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table.mpl()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "By default, all data columns are plotted. To select only certain data columns, `y` can be passed. `y` is a list of strings, where each string matches one of the columns. For instance, if we want to plot the average magnetisation components, the plot is:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table.mpl(y=['mx', 'my', 'mz'])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Data columns are always plotted over the entire range of independent variable values. If we want to restrict it, we can pass `xlim`, which is a lenght-2 tuple defining the range of time values on the horizontal axis:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table.mpl(y=['mx', 'my', 'mz'], xlim=(4e-12, 12e-12))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`ubermagtable` automatically chooses the SI prefix (nano, micro, etc.) it is going to use to divide the horizontal axis with and show those units on the axes. Sometimes `ubermagtable` does not choose the SI prefix we expected. In those cases, we can explicitly pass it using `multiplier` argument. ``multiplier`` can be passed as $10^{n}$, where $n$ is a multiple of 3 (..., -6, -3, 0, 3, 6,...). For instance, if `multiplier=1e-9` is passed, all axes will be divided by $1\\,\\text{ns}$ and $\\text{ns}$ units will be used as axis labels." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table.mpl(y=['mx', 'my', 'mz'], multiplier=1e-9)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If we want to save the plot, we pass `filename`, mesh plot is going to be shown and the plot will be saved in our working directory as a PDF." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table.mpl(y=['mx', 'my', 'mz'], filename='my-table-plot.pdf')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`mpl` plot is based on [`matplotlib.pyplot.plot` function](https://matplotlib.org/3.2.1/api/_as_gen/matplotlib.pyplot.plot.html). Therefore, any parameter accepted by it can be passed. For instance:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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3zJrvfgAacNR6rJGjEY2pfUQ7Hut1PxtzUvkufSnLD63m16zfGZ44hH5xfQKqRchXVaz/Cse+3097nFpe6P7xq6ZT+dupN9PTte2Nqc+4esWj0WgoLCwkMjKSL7/8hief/H88/fQ/+eijz9Dp9Fx11TBuu+1Ofvzxh+qEYM2alQwefHm9zn86khCIetMn9XGbDevbX4Qu8XxsW77HtnkJFWtmoNm+HGPfG9DFdvJCpL7PpbpYdfgXFu77oc5jWsoUwoCnUTRc0KInKVFdWXX4F344uIK5exawOmMto5OGy8BDX1HXNvX13b7+DDidTgYOHAxA27btUFUXERFV3UlRUdG0aNGSTz/9mNLSUsxmM+vW/cwHH9zpkeeWhEB4hKI3Yjz/KvQd+lP5+9c49qzDuugVdIk9MV44Fk2YXNxOOFKaxRdpX3Ow5DBBegt9WvZizZFfax13ecJAL0QnvMGg1XN54kD6xvb+28DDNlzTfiQJoa29HWJAMvUZB/X49l7XGCpNZGuCrn3eozFptVqMRlPV+TUaLJagv55PoyEiIpJOnc5j9eoVtGwZS8uWscTFtfLIc0tCIDxKExyJeeAEnOddRuWvX+I48CeOQ5vRdxmCsccoFGPQ6U8SoOxOO98f+IkfD63CpbroHdODa9qPIsQQTLvwNrVGpQfqMreibiGGYMZ2uIoBrS7i2/QlbD26g/9sfJteMSlc2XaYXw889Gd1jaEypIzwQjRw2WVD+emnH4mPj2fQIM90F4AkBKKBaKPbYr7yCRz7fqdywxzsW5bi2L0WQ68x6DteitLE+kf3FKQze+c8cq1HiTRFMK7D1ZzXrEP1/b1iUugVk9IkRmuL04sJimZit9vZXZDOt3sXsTEnldS8bQxsdQmXJwyUgYeN7ERXqWvb9yfNMhjhtVkGgwZdxrRpb5KevocPP5zpsfNKQiAajKIo6NtdgC4hBdu2Zdg2LaLyl8+wb/+panxBqy7eDrHBldutzE9fzNrM31BQGNj6Eka2GSorC4p6Sf7bwMMfD61iXdZvDG8zhH6xMvCwMemT+hDVd4hPJOyhoWH06HE+JSXFxMS08Nh5ZR0CP+dP3yhd5YXYNn6DfefPgIq2dTeMfcehDY897WP9qZ4npOZuZc7u+RTbSogNasFNna497SI0/ljPsyH1PHM2p7164GGFs5Joc3OuShpONx8YeCivZ+ObOvUV2rRpy9VXX3dGj5N1CIRP0FjCMfUfj/74+ALn4S2UZ2xD33kQxvOvQjEFeztEjyisLOJ/u+az+eh2dBodo9oOY0j8pfJtTpwTdwMPP9z6GUnhbbg6aSR51mM1VrscmjhIxqEEqIyMw6xb9zMTJ97r0fNKC4Gf86WM9Uyoqorj4CYq189BLc4BYxDGnlei7zwYRVs7T/WHerpUF2szNzB/7/dUOCtICm/DjR2uISYout7n8Id6eoLU89xll+Uy//jAw7rccd6NjZIUyOvZeD7++AMWL/6Ohx56jH79Bpzx40/VQiAJgZ/zhTfouVCdDuzbf6Lyz/lgs6KEtcDUZyza+JQazaC+Xs/sslxm7/ya9KIDmHUmxrQbQd/Y3miUM1ucydfr6SlST8/ZXZDOu5s/xu5y1LovLrglT1zwUIM+P8jr6U+ky0D4LEWrw9BtKLrki7BtnI89bSXWH95CG9cZY58bcBUcwZa6iJLq1RF9a/1wh8vBjwdXsfTATzhUJylRXbk+eTRhxlBvhyaaiOSIdjhVl9v7TmyVLUR9SEIgfILGFILpklvQnzeIyvVf4Ty8lfJ5T9U4pqHWDz9b+4sO8sXOr8kqyyHMEML1HcaQEhX4MyeE72lhiXa7BHa4McwL0Qh/JYvNC5+ijYjDcsUjmK94GDTu81Vb6uJGjqqmCkcFc3cvYOof75JVlsMlsRfy5IWPSjIgvGZo4iC35fkVBczbsxBnAyyxKwKPtBAIn6Rr3Q3qaAZ1FWQ2cjR/2XY0ja92fUtBZSExlihu7HgtSeFtvBaPEED1wMFlB1eSVZZDy6AYesX0YH3W76w4/DP7iw5xZ5ebiDCFezVO4dskIRA+SxMR63b9cCWkWaPHUmIr5es937ExJxWNomFY4mCGJQxCr9U3eixCuHNitcuT9Y/rw5e7vmFjTiov/f4mt3Uex3nNOnonQOHzJCEQPquu9cPV4jxs235Ef95lDbIgy8ac1BrzuduGJbIpdwtljnISQ+O5seM1xAW39PjzCuFpJp2J2zvfQFJ4W77evYB3N8/g8oSBjGxzuayLIWrxmYRgy5YtPPvssxw7dgy9Xs8DDzzAqFGjahzzySefMGfOnBplWVlZPPvss/Tq1YvBgwfTpk3N5tvZs2cTGSkbgvijEwMHbamLcRVmogmPRZuQgmPnairXfYEzJx1T/ztQ9J5bBnhjTiqfbJ9dfTuzLJvMsmy0ipZr21/Jpa0uOuOphEJ4k6Io9IvrQ0JoKz7e+jnLDq5kX9EB7jjvRhl0eAY25qTy0x+rySjOCtiFn3xiHYLKykoGDx7MI488wpgxY0hPT2fcuHF88cUXJCcn1/m4/fv3c+edd/Ldd99RWFjI4MGD2bVrV72f19/nk0JgzIutj5Pr6SorwLp8Gq6cvWgi4jAPuQ9NuGe+sb+44XW3o7VjLNE83edRjzzHqTTF1zOQ+Vo9rQ4rn6fNJTVvGyH6YG4/7wY6RrY/5/P6Wj097e9fFE7w9MJPR45kMHnynYwdezMLF36LqsJTTz3HzJnT2bNnN+ef34sRI0bz2msvVT/m0KGDvPzy61xySf96PYfPr0Owfv16NBoNY8aMAaBdu3b079+fRYsW8fDDD9f5uOeee46HHnqI4OBgCgsLGyla4W2aoAgsI/9ZtYvith8p+/ZZTJfeib5t73M+d3ZZrtvyPOvRcz63EN5m1pm5q8strMpYy7d7F/NO6kcMb3MZwxIHN8mWr2/2LmJT7tbTHldUWey2/LMdc1iQ/v0pH9sjuitXJ42sVzwajYbCwkIiIyP58stvePLJ/8fTT/+Tjz76DJ1Oz1VXDePWW+9k9ux5ACxZspDZs2dxwQWemYbtE++Affv2kZCQUKMsMTGRvXv31vmYn376iaKiIkaOrPkf/dhjj3HFFVdw9dVX89133zVIvML7FK0O00U3YRo0EVSViuXTqFj/Faqb1drqq9xuRe9m2WSAlkExZ31eIXyJolTtuvlQz0mEG8NYvP9HpqV+TImt1Nuh+Syn6n7aZl3l5/RcTicDBw4GoG3bdnTs2ImIiEhCQkKIiorm2LGqLyd5eblMm/Ym//d//8JgMHjkuX2ihaC8vByTyVSjzGg0Ul5eXudjpk+fzqRJk6oHlVksFq6++mrGjRtH9+7d+fPPPxk/fjwtWrTgggsucHuOiAgLOp3/D6w5VRNQIHFbz6gh2JI6kjPvVexblqItOEj0mEfQhUSc0bmzSnJ54/d3qXTa3N5/bdcrGu3/uUm/ngHIV+sZFXUenVs/yTu/fcqfmVt5ZeNbPNj3TjpHn10Xgq/W81TuiboBuOG0xz269AUOFR2pVZ4QFserw570WDyVlUFotVpatYoCICTETGRkePX/rV6vIyTESFRUCE888TDjxo2jf3/PLdLmEwlBUFAQJSU1+59KSkoICgpye/y2bds4ePAggwb9tRhHZGQkL730V79Kz549GTx4MCtWrKgzISgoqDvh8BeB3nd3wqnrGY5x1JOoqz+mYv9GDk9/BNNlk9G17FCvc+/K38tH22ZR7rAyuHV/WofE8eOhVdXzuS9PGEiyuWOj/D/L6xlY/KGed3S4iXjzGr7bt5TnVr3JqLZDuSz+0jPqQvCHep6Lwa0u5ZOi2mMIBrW61KP1zs8vA/4a31ZWVklFhb36ttPporCwnE8++ZzDhzN49tlXzvj5fX4MQfv27fnggw9wuVxoNFVvwvT09DoHFK5atYpLLrkErfavb/eFhYUUFhaSmJhYXeZ0OtHrZZ54U6AYzJguuxf71mVUbpiDddErGC+8Hn3Xoaecmrgm41fm7lmAgsLNHa+jb2zVOITeLXo0VuhCeJVG0TAkYQBtwhKYse0LFqR/z97C/dzaeSzBevdfypqaEwMHV2Ss5nBxVvUXBW/MMsjPP8Z77/2XqVPf8fj1zSfGEPTu3Ruz2cy8eVUDJdLS0tiwYQOjR492e/ymTZvo3LlzjbLNmzczduxYDh06BMDOnTtZs2YNl112WcMGL3yGoigYug3FPPL/oZhDqVz/FRXLp6HarLWOdbqczNk1nzm7v8WiM/Ngj3uqkwEhmqKk8DY8fsEUOkUms/3YTl7+7S32Fx30dlg+o1dMCq8Oe5K3B77MExc85LUph1lZmVitVp577kluvPEabrzxGr7/fpFHzu0T0w6h6gL+1FNPkZeXh9Fo5NFHH2XIkCFMnToVs9nM5MmTq48dNWoUd999N1deeWWNc8ycOZMvv/wSqBqDMGnSJK644oo6nzMQmrgCvanuhDOtp6u8kIqf3sOZtQtNWAtMQ+5HGxkHQLm9nI+3fcHOgj3EBrVgYrfbaWb2jbUq5PUMLP5YT5fq4ocDK1i8/0cURWFMu+EMbN3vlC1t/ljPsxEI9TxVl4HPJATe4O8vLATGG7Q+zqaeqstJ5W9zsW9ZCjoDpv7jyW/Zlve3zCTXepSuzTtze+dxmHSm05+skcjrGVj8uZ678vfyyY7ZlNhK6R7VhZs7XodFb3Z7rD/X80wEQj19fgyBEA1B0Wgx9RmHNiaJilUfseXXGcyOi6QCF5cnDGRU26FNcu61EPXRITKJx3tP4ZPts9mct42Mkkzu6nIz8aGtvB2aaCDyaSgCni7xfDZefCUzY8Oxq07GWk2MirlQkgEhTiPMGMr9KXczLHEwxyrymfrHNNZkrKMJNywHNPlEFAHN6XLy1a5v+DpjFUGGICYpcfQ4cojyb/6F48gOb4cnhM/TarSMajuUyd3vxKgzMmf3fD7ZPpsKR4W3QxMeJl0GImCV2sv4aOss9hTuIy64JRO73U6EMRx7zE9U/vol1iWvYuh9DYbuw1GktUCIUzqvWQce7z2FGdu/4I/czRwuPULflhfwe/af1TuDBuKGP02JJAQiIGWX5fDelpkctR6je1QXbu00FpOualdEw3mXoW2eiHX5u9h++xpXTjqmAXehGGXOtRCnEmEKZ0qPiSzY9z0/HVrDgvQl1fdllmVXbwAkSYF/kq9FIuBsP7aLVzdO46j1GMMSBnFXl5urk4ETtDFJWK5+Bm1cZxwHN1H27bM4jx3yTsBC+BGtRsvVSSOJNLlfHnzZwZWNHJHwFEkIRMBQVZUVh3/mvc0zcKgObu98A6PaDatz8KDGHIr5ikcxpIxELc6lfP7z2Hf/0shRC+GfCiuL3JZnleU0ciTCU6TLQAQEh8vBnF3zWZf1G6GGEO7pdhuJofGnfZyi0WC84Fq0Me2wrvyQilUfYd+9FtVajKswC01ELIaUkeiTPLeBiBCBoIUlmsyy7FrlMeYoL0QjPEFaCITfK7WV8XbqdNZl/UbrkDj+0ev+eiUDJ9Ml9CDo6mdRgpvhzEzDVXAEVBeu/AwqVryPfe/6BopeCP80NHGQ2/Jyh5X8ioJGjkZ4giQEwq9llmbzn41vs7dwPz2iu/Fwz0lEmMLP6lya0GgUvftVC22pi88hSiECT6+YFO4470bigluiVTTEBrXgvGYdKbIVM/WPd8mWrgO/I10Gwm9tPbqDT7bPptJpY3jiZVzR5rJzXmzIVZjlvrwg85zOK0Qg6hWTQq+YlBpL+v54cBXz05fw+p/vMbn7+DNurRPeIy0Ewu+oqsryQ6v5YMunuFQX48+7iRFtL/fIyoOaiFi35UqQ+xHVQoiahiQM4KaO11Jut/LWpg9Jy9/t7ZBEPUlCIPyK3eXg87S5fLt3MaGGEB7qOYnzY7p77PyGlJFuy9XSYzKOQIh6uij2Au7qegsu1cV7mz/hz9wt3g5J1IN0GQiftjEnlR8OrCC7PJdoc3Ncqotc61ESQlozoduthBvDPPp8J2YT2FIX4yrIRBMRi7bN+di3/EDFig9Q7RUYOg3w6HMKEYhSorpwb/fxfLDlU2Zs+4KyDmX0i+vr7bDEKUhCIHzWxpzU6pXPALLLcwFoExrPAz3uwaDVN8jz6pP61JpmqE/ogXXJa1T+PBPsVgzdrmiQ5xYikCRHJPFgz3uYlvoxX+36llJbOcMSB6EoirdDE25Il4HwWT8cWOG23Oa0N1gyUBdt8wTMox5HCYqgcv0cKjd+Kzu+CVEP8SGtePj8yUSaIli0/we+3vMdLtXl7bCEG5IQCJ91okXg77LKvTOdSRsRi+XKJ1BCorD9uYDKX7+UpECIeoixRPHI+ZNpGRTDqoy1fLZjDk6X09thib+RhED4rHBDqNvylkExjRzJXzQhUViufAJNRBz2bcuoXDMD1SXfdoQ4nXBjGA/1nESb0AR+z9nE+1tnYnPavB2WOIkkBMIn/ZGzmYI61kq/PGFgI0dTkyYoAsuox9FEtcG+62cqVryH6nR4NSYh/EGQ3sL9Pe6mc2QHdhzbxdup0ymzl3s7LHGcJATC5/yevYlPts/GqDUwos2Q6pXQ4oJbcsd5N/rE1qqKKRjLiH+gbdkBx77fsS77L6qj0tthCeHzjFoD93S7jV4xKewrOsibf75f50ZJonEpahPuBD2xspY/O3mFsECwIesPZqX9D5POyH0pd1Wvcuar9VQdlVh/nIbz8Ba0LTtgHjoFxWA+6/P5aj09TeoZWM6mni7Vxdd7vmN1xjqamSK4L+Uuoi2+vTFSILyeUVEhdd4nLQTCZ6zL/J1Zaf/DrDPxQMoEv1jyVNEZMV/+ALq2vXFm7aJ88X9QK0q9HZYQPk+jaLiu/WhGtBnCsYoCXv/jPQ6XHPF2WE2aJATCJ/x8ZD1f7JyLRW/mgR73EB/aytsh1Zui1WEaNAl9h3648vZTvvAlXOWF3g5LCJ+nKArD2wxhbPIYSu1lvPnn++wuSPd2WE2WJATC61ZnrOOrXd8QrA/iwR730DrE/X4CvkzRaDD2vwN9lyG4Co5Q/t2/cZXkeTssIfxC/1Z9ueO8G7G7HEzb/DGb87Z5O6QmSRIC4VUrDv/M/3bPJ8QQzJSeE4kLbuntkM6aomgw9r0RQ8/RqMW5lH/3b5yFskuiEPVxfkx3JnW7A42iYfrWWfya+bu3Q2pyJCEQXvPjwVXM27OQMEMIU3pM9Or6Ap6iKArGXmMw9hmLWlaA9buXcB496O2whPALnZol80DKBCw6M5/vnMuPB1d5O6QmRRIC4RVLD6xgfvoSwo1hTOk5kRZB0d4OyaMM3a7A2O921IpSyhe9jCN7j7dDEsIvtAmL56HzJxFuDGN++hK+3btYVgRtJJIQiEa3ZP+PLNy3lAhjOA/1nOjzU43OlqHTAEyD7gG7DeuSV3FkSL+oEPXRMiiGR86fTIwliuWHVvP5zrmy1HEj8JmEYMuWLVxzzTUMGDCAIUOGsHDhwlrHfPPNN3Tv3p1hw4ZV/9x9993V969Zs4bhw4czcOBARowYwbp16xqzCuI0VFVl4b4fWLz/R5qZInmo50Sam5t5O6wGpU/qg/ny+0B1YV36Jvb9f3g7JCH8QqQpgod6TiI+pBXrszby0bbPsTnt3g4roPnE9seVlZVMnjyZRx55hDFjxpCens64cePo0KEDycnJNY7t1q0bs2bNqnWO3NxcHnzwQd5991369u3Lb7/9xqRJk/jxxx+JjIxsrKqIOqiqyoL07/nx0Cqam5sxpcc9RJjCvR1Wo9Al9MB8xSNYl75JxfJpcOmd6JMv9nZYQvi8EEMwD/aYwIdbP2PL0e28u/lj7ul2G2bd2S/+JermEy0E69evR6PRMGbMGADatWtH//79WbRoUb3PsXz5cjp06EDfvn0BuOCCC2jfvj0//vhjg8Qs6k9VVb7Zu4gfD60i2tKch3pObDLJwAm62E5YRv4DDGYqVk3Htv0nb4ckhF8w6UxM6j6elKiu7Cncx783vMnz61/j/pX/5MUNr7MxJ9XbIQYMn0gI9u3bR0JCQo2yxMRE9u7dW+vYrKwsxo8fz9ChQ7ntttvYunVr9TnatGlTr3OIxqOqKl/v+Y4Vh3+mhSWaKT0mEm4M83ZYXqGNbodl5D9RzKFUrp1FZWr9E14hmjK9RsedXW4iOSKJ/MoCsstzcakuMsuy+WT7bEkKPMQnugzKy8sxmUw1yoxGI+XlNXfBio+PZ8CAAdx9991ERUXx+eefc9ddd/HDDz9QXl6O0Wg87TlOFhFhQafTeq4iXnKqtam9yaW6mPHHHFZlrKV1WCxPDXiQcJP7LY3rw1freUaiOmOLepGs2c9i++1rLDonEQNuQlGUvw4JhHrWg9QzsDRGPStc7j/PV2Ss5oou/Rr8+SGwX0+fSAiCgoIoKam5YURJSQlBQUE1ynr16kWvXr2qb9966618+OGH/Pnnn1gsFgoKCmqdo3nz5nU+b0GB/2+76aubbbhUF1/u/IZ1Wb8RF9ySe7vehb1EIa/k7GL11XqenRBMIx+nfPF/KFz3LWWFRRgvvhlF0QRYPesm9QwsjVXPjOJst+WHi7Ma5fkD4fX0+c2N2rdvz8GDB3G5XNVl6enptG/fvsZxmZmZ5Obm1ihzuVzo9XqSk5PZv39/jfvcnUM0PJfq4ou0r1mX9Rutg2N5oMcEQgzB3g7Lp2iCm2EZ9QSayNbYd6ygfOHLlM19kn3/vo6yr5/Evne9t0MUwue0sLhfryTaXPcXP1F/PpEQ9O7dG7PZzLx58wBIS0tjw4YNjB49usZxn3/+OQ8++GB1N8DcuXPRaDT06NGDyy67jIMHD1ZPNVyzZg1ZWVkMGTKkcSvTxDldTj7b8T/WZ28kIaQ1D/SYQLA+6PQPbII0ljAso/6JEhqNK3s3roIMUF248jOoWPG+JAVC/M3QxEFuy8vtVooqixs5msDjE10GBoOBd999l6eeeopp06ZhNBp5+eWXadOmDVOnTsVsNjN58mQefPBBXnzxRUaNGoVOpyM6Oprp06cTHFz17fOdd97hxRdfpLS0lNDQUN59913Cw8O9W7kmxOly8umOr/gjdzNtQuO5N+VOmR50GooxCEWrx906bLbUxeiT+jR6TEL4ql4xKQAsO7iSrLIcWlpiiDRHsPXoDv6bOp0pPe6R1shzoKhNeE1If+8LAt/p03K6nMzYPpvUvK20DUtkcvfxmHWm0z+wnnylng2hZPp4UF2171C0hNz9ceMH1AgC+fU8mdSz4amqyry9C1l5+BfiglvyYI97CNJbGuS5AuH19PkxBMK/OVwOPt72Oal5W2kf3pZ7u9/p0WQg0Gki3G/3rInw350fhWgsiqJwTdIo+sX15UhpFu+kfoTVYfV2WH5JEgJxTuwuB9O3zmLz0e0kRyQxqft4TDrj6R8oqhlSRrotV0zBsqmLEPWgKArXJ4+mT8teHCrJ4N3NM6hwVHo7LL8jCYE4azannQ+3fMq2Y2l0ikxmUrc7MGoN3g7L7+iT+mAaNBFNZGvQaNFExKGENMeZuZPKDXMkKRCiHjSKhps6XkuvmBT2FR3k/S2fYHPavB2WX/GJQYXC/9icNj7Y8ik7C/ZwXrOO3N3lFvRavbfD8lv6pD7ok/pU91G6rMVYF76EfctSFIMZY8/Rpz+JEE2cRtFwa6exOFxOUvO28uHWz7in623y2VRPkhCIetuYk8oPB1aQXZaLTqPD5rLRtXln7uxyM3qNvJU8SWMOxTziH5R/9yK2jd+i6M0Yul7u7bCE8HlajZY7zruB6VsdbDuWxsfbP+euLregk8+o05IuA1EvG3NS+WT7bDLLsnHhwuaqaorrGdVVkoEGogmKwDLiHyjmMCp/nY1918/eDkkIv6DT6Liry810jGjP1qNpfLL9S5wup7fD8nmSEIh6+eHACrflyw+vaeRImhZNaDTmEY+BMYiKNTOw7/vd2yEJ4Rf0Wj33dLuN9uFtSc3bymdpc3C5m94rqklCIOoluyzXbXlWWU4jR9L0aCNbYbniEdAZqVjxPo7DW70dkhB+waA1MLHbHbQJTWBjTiqzd86TpOAUJCEQp6Wqap1TCVsGxTRyNE2TNrot5qEPgqLBuuxtHNm7vR2SEH7BpDNyb8p44kNa8WvW7/xv9wKZuVMHSQjEKamqyrd7F1Nex0IflycMbOSImi5dbCfMQ+4FlxPr92/gPHrA2yEJ4RfMOjP3pdxFXHBLfj7yK9/sXSRJgRuSEIhTWnZwJT8dXkOMJZobOlxDXHBLNIqGuOCW3HHejdVri4vGoYtPwTTwbrBXYF0yFWdBprdDEsIvBOkt3J9yNy0s0aw4/DPf7VsqScHfyPBwUadfjqznu31LiTCGc3/KXUSYwrkk7kJvh9Xk6ZP6oNorqPx5JtYlr2K58gk0IVHeDksInxdiCOaBHhN448/3WHZwJQaNnivaXObtsHyGtBAIt/7M3cJXu74lWB9UnQwI32HoNADjhWNRywooX/wqrvJCb4ckhF8IM4byYI97aGaKYNH+Zfx4cJW3Q/IZkhCIWtKO7Wbm9i8xag3c2/1OYoKivR2ScMPQ/QoMPUahFudiXfwaakWpt0MSwi9EmMJ5oMc9hBvDmJ++hFWH13o7JJ8gCYGoYX/RQT7c+imKonBPt9uJD23l7ZDEKRh6XY3+vMtwFWRQ/v3rqDbZ5U2I+mhujuSBHhMINYQwd88Cfjmy3tsheZ0kBKJaZmk2726egUN1Mv68m0iOaOftkMRpKIqC8aIb0SVfjCtvH9Yf3kJ1yIYuQtRHjCWKB3pMIFgfxFe7vmVD1h/eDsmrJCEQAByz5vNO6keUO6zc1PFauked5+2QRD0pigZT//HoEs/HmbUT6/JpqC6Ht8MSwi+0DIrh/pS7MetMzEr7H3/kpHo7JK+RhEBQbCvh7dTpFNmKuSZpJH1a9vJ2SOIMKRotpsET0bbqgvPQZipWfoTqkhXZhKiPViGx3JdyF0atkZk7viI1b5u3Q/IKSQiaOKvDyrTUj8mzHmNowiAGxff3dkjiLClaPeYh96ONaY8jfT2Vv3wm86yFqKeE0NbcmzIenUbHjG1fsO1omrdDanSSEDRhNqeN9zbPJKM0k0tiL2RU26HeDkmcI0VvxDxsCppm8dh3rqJyw/8kKRCintqGJTKp2x1oFIXp22axM3+Pt0NqVJIQNFFOl5OPt31BetF+ekZ3Y2yHMSiK4u2whAcoxiDMwx9FE9YC+5bvsW1a6O2QhPAbyRHtuKfr7aCqvL9lJnsK9nk7pEYjCUET5FJdzEqby7ZjaXSKTOa2zuPQKPJWCCQacyjmEY+hBDfDtvEbbNuWezskIfxGp2bJ3NX1Fpyqk/e2zGB/0UFvh9QoZOniJkZVVebtWcjvOX/SJjSeu7veik4jb4NApAluhmXEY5R/928q132OYjCjT77Y22EJ4Re6Nu/M+PNuYsb2L3hr04eEG0M5VlFAC0s0QxMHBeQ+LvK1sIlZeuAnVmWsJTaoBZO6j8eoNXg7JNGANGEtMI94DIxBVKz+CPv+pj3PWogz0SO6K5fE9sHuspNnPYZLdZFZls0n22ezMQCnJ0pC0ISsyVjHov3LaGaK4N6UOwnSW7wdkmgE2sjWWK54GLQGKn56D0dG05xSJcTZ2FvofgzBsoMrGzmShicJQROxMXsT/9u9gBBDMPel3E24MczbIYlGpI1uh3nYFFDAuuy/OLKb1uhpIc5Wdnmu2/KsspxGjqThSULQBGw7msanaXMw6Yzc1/0uoi3NvR2S8AJdbCfMg+8FpwPr0tdxHm0aA6WEOBctLO43d4uxBN6W4z4zmmzLli08++yzHDt2DL1ezwMPPMCoUaNqHffFF1/wxRdf4HQ6sVgsPProo1x88cVkZGQwePBg2rRpU+P42bNnExkZ2VjV8DnphQf4aNvnaBUNE7vdQauQWG+HJLxIl9gD08C7qVjxIeULX0KxhKMW56KJiMWQMhJ9Uh9vhyiETxmaOIhPts+uVe50ubA57Ri0ei9E1TB8IiGorKxk8uTJPPLII4wZM4b09HTGjRtHhw4dSE5Orj5uxYoVvPfee3z99de0aNGCpUuXcv/997N27V9bVy5dutQbVfBJR0qzeG/LJzhVJ/d0vY2k8Danf5AIePqkvjiOpOHYtQa1KBsAV34GFSveP36/JAVCnHBiNsGygyvJLsshxhKNQWvgQPEhZmz/gru73IJWo/VukB7iEwnB+vXr0Wg0jBkzBoB27drRv39/Fi1axMMPP1x9XHx8PG+++SYtWrQAYMCAAZSVlXHkyBFMJpNXYvdVeeXHeDt1OlaHlds6j6NL807eDkn4EFee+4FSttTFkhAI8Te9YlLoFZNCVFQIeXkl2F0O3ts8g61Hd/Dlrm+4qeO1AbGwm08kBPv27SMhIaFGWWJiImlpNdeSTkpKqnF72bJlREVFER8fT25u1cCPxx57jG3btmE2m7n99tu58sorGzZ4H1RUWczbqdMpsZVyXfJoLmjR09shCR/jKsg8o3IhxF/0Gh0Tut7KW5s+4Nes3wkxBDO63RUefY4NO3JY/OsBMo+WE9vcwoi+iVzYOcajz/F3PpEQlJeX1/qGbzQaKS8vr/MxGzZs4N///jevvfYaBoMBi8XC1Vdfzbhx4+jevTt//vkn48ePp0WLFlxwwQVuzxERYUGn8/+mnqiokOp/l9rKeHnFDI5V5HPdeSO4rsswL0bmWSfXM5A1Rj0ro1phyz1Uq9wQ1arR/p/l9QwsTa+eITwV8QBP/zSVZQdX0iKiGSM7DPbIc6zZlMEH322vvp2RV8YH320nNNRE/x6tPPIc7vhEQhAUFERJSUmNspKSEoKCgtweP3/+fF599VXeeOMN+vbtC0BkZCQvvfRS9TE9e/Zk8ODBrFixos6EoKCg7oTDX5xowgKodNp4e9N0Dhdncmmri7g0un/1ff7u5HoGssaqp6bLcDg+ZuBkTp2F3NziBm/+lNczsDTdeipM6jqeqX9M47PUr1FsOo+0yH75w846ynfRqdW5TRk/VeLmE9MO27dvz8GDB3GdtH97eno67du3r3Xs3Llzefvtt5k1a1Z1MgBQWFjIgQMHahzrdDrR6wNnBOipOFwOPto6i/3FB+kd04Nr218ZEH1aomHok/pgGjQRTWRrULRoIuJQgpvjzEyTzZCEOAPNzJHcm3IXZp2ZWWn/Y/sx9xfzU1FVldyCcn7eksmMxWlk5JW5PS7rmPtyT/GJFoLevXtjNpuZN28e1113HWlpaWzYsIHHHnusxnF79+7l9ddfZ+7cubRqVbPZZPPmzfzjH/9g7ty5xMfHs3PnTtasWcMnn3zSmFXxCpfq4rMdc9iRv4suzTpyS6frZbMicVr6pD41BhC6ygspn/88to3foAmKQN+hnxejE8J/xAW3ZGK323kndTrTt87igR4TaBuWUOfxLlUl62gZuw8XsutwIbsPF1JYaqu+X1HA3a7lLZu5bzX3FEX1kc3Sd+7cyVNPPUVeXh5Go5FHH32UIUOGMHXqVMxmM5MnT+bpp59m4cKFxMTUHFjx+OOPc+mllzJz5ky+/PJLoGoMwqRJk7jiiroHevhzE9fGnFR+OLCC7PJcTFoT5Y5y2oUlcl/KXRgCcH+Cptsk2bichZmUL3gRbBWYh01B17prgzyPt+vZWKSegeV09dx6dAcfbv0Mk9bIw+dPpmVQ1bXK6XJxKKeU3ccv/nsyiii12qsfF2rRk9w6vPon82gZHy7cUev891x53jkPLDxVl4HPJATe4K9v4I05qW4Xyripw7VcFOd+vIS/kw+cxuPI3oN18SugaLFc+Tja5okefw5fqGdjkHoGlvrU89esjXye9j+CdSH00l7F4Qwne44UUWlzVh/TLNREcutwOsRXJQAxEeZaXbxVswwOknWsjJbNghjRN8EjswxOlRD4RJeBv2vs6SE/HFjhtnzVkbUBmxCIxqNr0R7ToIlU/DgN6/evY7nqKTQhgbdMqxD1Vf0Zf6yc2Ga1P+MrbA7SjxQfb/7X4HR2pLTVTlaUfEPl4QtpGRZO+1bhdGgdTvvWYTQPM5/2OS/sHNPg0wz/ThKCc7RhR47b6SFAg72YTWmzDeEd+ja9UC+6kcp1X2BdMhXL6CdRTMHeDkuIRlfXZ/zB7KqWgl2HCzmYXYLreGO7ArSO7oLepSfTvJX2/Xbz0Pn3YNIZvRH+GZGE4Bwt/vWA2/I5K/bQLNRE65hgjHrPrnUQaQznaEV+rfIT/VVCeIKhyxBcpfnYt3xP+Q9vYhnxDxRd4I1PEeJU6vqMX/pb1ToeWo1Cm9iQqi6A1uEkxYVhMelxqb34PG0uG7L/4KNts5jY7XZ0Gt++5Pp2dH4g86j7tQwKS238+/M/UBSIax5EQosQEluEktgyhPjoYPRnuSBSdlkOxTb3fViXJww8q3MKURfjhdehlhXgSF9PxYoPMF12L4pGZrCIwOV0ucjILWNPRiF7jxTVOQVQUeDRsSm0jQtz+6VPo2i4qeO1lNnL2HZsJ7PS/sdtncf59AwwSQjOUWxzi9s3TGSokfOTozmQXczBnBIy8spYu7VqIxmtRiGueRCJLauShIQWIbSKCkavO/UbpbCyiHdSP8bmstMvti/7ig+QXZZDi6AYLk8YWL0JhxCeoigaTAPuxGotwnHgDyp//QLjRTfLGhciYJRXOEjPLGJvRhF7jxSxL7OYSvtfAwA1CrjcDL2Pax5Mp8RT76Sr1Wi5s8vNvJ06nY05qQTrg3x6jRhJCM7RiL6JNfqXTrhuQFL1GAKXSyXrWBkHskuO/xRzKKeUQ7mlrNmcBVQlCa2ig2nTIoTElqEktgghtnkQOm1VkmB1VPDu5hkUVBYyqu0whiUOAprO6F7hPYpWj3nIfZR/9xL27T+hCW6Goftwb4clxBlTVZW8ogr2ZhSy90gxezMKOZJXxsnX+9jmQSTFhdG+VRhJcWHszyp2OwVwRN+61xk4mUFrYGK3O3jjz/dYlbGWEENI9ee3r5GE4ByduOifanqIRqMQFxVMXFQwF3dtCVQ1S2UeLedAVjEHcko4kFXC4dySqoEqqVUbzOi0GuJjgmndwsJB8wpy7FlcHHshQxMGnnbUqxCepBiDMF/xMOULXqByw/9QgiLQJ/U9/QOF8CKH08XBnJLqb/97M4ooKvtrASCDTkNy63CSWlUlAO3iwggy1VzdNibSgqIo5zQFMEhv4b6Uu3ht4zQW7ltKiD6Ii+Mu9Fg9PUXWIfAhDqeLI3llHMgurmpJyCohI68ETeIWdM0zcRZEw/7ziQgxkVNgrfV4Tyxa4auaSkuIr9fTmZ9B+XcvgsOG+YpH0MV1Pqvz+Ho9PUXq6XmnmuZdarVXX/j3ZhSyP7sEu+OvJfHDgg20jwsjqVU47VuF0To6uLoVtj7OtZ45Zbm8/ud7lNnLuavrLaREdTnrc50tWZioDv7wh/rtniUsP7yKSG0LEsqGcDjbyuHcUrfHBpl1XDcgiYSYqu6G041J8Cfyweo7HJlpWJdMBa0ey+gn0Ea2PuNz+EM9PUHq6Vl/nwJ4Qof4cIrLbGQd+2uQtwK0ig4m6XjTf/u4MJqFmc6p/94T9TxYfJg3N32AS3VxX/c7aR/R7pzOd6YkIaiDr/+hrsn4lTm7vyXa3JxHzr+XYEPVOtZ3vbLC7SCXk50YuBgfE0JCi5CqrofoYEwG/+wlkg9W32Lfu56KFe+jBEVgGf0kmuBmZ/R4f6nnuZJ6ek5xmY3nP9vIsaIKt/cbDVraxYaSFBdGUqsw2sWGYTZ69vPOU/VMy9/Ne5s/Qa/RM6XnRFqHxHoguvqRlQr90Oa87fxv93xC9MHcm3JndTIAVYNe3M1siIkwM+zCeA7llFbNbMitGrj4y9aqgYsKVf1hJxKEhJgQ4mNCCDY3jR0hhefok/qglhVQuWFO1WqGVz6BYmzYjVdE01Fe4ajuOt2fVcyBrGKOFVfWebxGUXhnSj+0fjIltlNkMrd1Hssn279k2uaPeKTnvURZziypbgiSEPigfUUH+WT7F+g1OiZ1v4Pm5ppvlLpmNlzVr22NMQROl4vsY+XVCcKhnBIO5pSyYUcOG3b8taphs1BTVYLQoipBSIgJITzYUMfa2o23RLPwbfpuw3CVHsO+fTnWZf/FPPxRFK0kl+LMVNqdHM4pZX9WMfuzi9mfVUJOfs31XUIterq1a8b+rGJKyu21zhHbPMhvkoETzo9JocRextzdC3gndToPn38vYca6v703BkkIfExOeR7vb/kEp+rinq63kRBau3+2PjMbALQaTfXshr5dWgB/Tbs5lF3CwZyqn0PZJWzac5RNe45WPzbUoie+RVVykBATQkFJBV/+tLf6/sZYoln4NkVRMPa9sWrhogN/ULHqI0yD7kHx4YVXhHedGDi9P6v4+E8JmUfLqpf9BTAbtXRKiCCxZQhtWoTSpmUokaFGFEWpcwxBfacA+poBrS6m1FbK9wd+4t3NHzOl5z2Ydaff56ChyBgCH1JUWcLUP6ZxrCKfmzpey0Wxp9+oyBN9WqqqUlhqO96CUFLVopBdwrFi9311J4trHsTzdzX89Bnpi/VdqsOGdfGrOHP2oO82DFOfcad9jD/W82wEej1PNf3Z5VLJyq+aWn3i4n84txSH869R/wadhviYkKqLf8uqi390hBnNKQb+NdQugPXREK+nqqp8tesbfsncQPvwttzb/U70DdjS5rFBhQ6Hg6ysLFq3PvNRxb7Il/5QKxyVvLXpfQ6VHGF44mWMaHt5vR7XkB84pVY7h44nCP9bubfO46LCTcQ1D6ZVdBBxzYOJiwqiRaTljKbznE6gf7Ce4K/1VCtKKf/uRVyFWRgvuglDlyGnPN5f63mmArmedX1b79auGRU2JwdzSmps+avVKLSKCqZNy6rF19q0DCW2ucWvmvob6vV0qS4+3vYFqXlb6R7Vhbu63NxgSxyf86BCq9XKv//9b7755hsURWHbtm0UFRXx6KOPMnXqVEJDQz0WbFPkdDn5ePvnHCo5wkUtezO8zak/TBtLsFlP58RIOidGsm5bltuBjEa9Bmulk9S9R0nd+1eXg1aj0KKZhbjmQcRFBdMqqup38zDTKbN/4Z8UU3DVwkXzX6By3WwUSzj6tr29HZZoABU2B0eOltX5JWFL+jEUoGXzoOqVV9u0DKV1dNBZ7+ES6DSKhts7j+PdzeVsztvGV7u+4YYO1zT6Esf1SgjefPNNtm/fzttvv82UKVMA0Gg0aDQaXnrpJV566aWGjDGgqarKl7u+YcexXXRu1oFxHa72yXWu6xrIePsVnbiwcwxFZTaO5JVyJK+MI0dLycgrq/p3Xhmk/bVds1GvJbZ5EHFRQbRqHkRcdDCtmgcRGlR7ECOcfh9y4Ts0IVFVScHCl6hY+QGKJQxdi2RvhyXOksPpIju/nIwTf9d5ZWTklXK0jml/J2gUeHtKf49P+Qt0eq2eCd1u460/32dt5m+E6IMZ1W5Yo8ZQry6DIUOGMGPGDFq3bk337t3ZvHkzAHl5eYwePZp169Y1eKANwRea8hbvW8aSA8uJD4njwR4Tz3jP7MZfIaz+fXcuVSW/qKIqOThaWv2BknWsHOffFlIINuurWhGOdzm0igom81gZM7/fWeu8siKjb3NkbMP6/RtgMGG58v/QRtSeYx0I9awPf6inS1U5VlRRfeHPyCvlyNEyst38nYZa9McHKgfxx648CkpqTwVsFRXMc3eefvyTP2qU9RZsJUz9412OWo8RZgihxF5GC0s0QxMHeWQDu3PuMsjNzaVVq1a1ysPCwigrc781pDi9tZkbWHJgOc1NkUzqPv6Mk4HGdmHnmDO6EGsUhebhZpqHm0lp37y63OF0kVNg5UjeiZaEqg+iXYcK2Xmo8LTn/W7tfnp3ipauBx+la9UF06V3ULHqI6zfT8Vy1VNoLOHeDivg1WdacHGZrdaF/8jRshp9/VC1yE9iixDijnf1tTre9RcaZKg+pl1sWECN+PcVoYYQBrS6iK/3LKTo+Fb3mWXZfLJ9NkCD7mpbr4QgPj6eX375hX79+tUonzdvHvHx8Q0SWKDbdjSNr3Z9S5DewuSUOwk1eHf+aWPSaTVVYwuaB3FBp7/KK21OMo+VVX9gLfv9sNvHZx0rZ/LU1URHmImJsFT9jrQQE2EmOsLidg0F0bj0yZfgKs3HtvGbqoWLRj2OYvDedKpA9/cBfiemBacdLMCg03DkaNXf1d/n8J8Y69MqKpi45lUtc62igoisx1if+k5/FmduXebvbsuXHVzp/YRg0qRJ3H///QwdOhSn08mLL75IWloaf/75J6+99lqDBReoDhYf5uNtn6NVtEzqdgcxlihvh+QTjAZt9dQjgB0H8t0OZDQbdUSFVW3w5O5+g15DdPjxBCGyKmk4k2RBFmDyDEOPUail+dh3rsK6fBrmYVNQNNKv7CnWSgd5hVbyCiv46qc9bo9Zszmz+t/Nw0y0Swqr7pLzxGygE62G/tA14k+yy3PdlmeV5bgt95R6/XUOHz6c2NhYPv30U5KSkvjjjz9ITExk9uzZpKSkNGiAgSav/Bjvbp6B3eVgQtdbaRMmzWt1qWsg461DO3Bh5xhUVaW4zEZOgZWc/HJyC6t+5xRYyS2wkpFXexOo6mQh8qTWheMtDGFBBn5Ly3X7TQtkAaYzpSgKxktuwVVeiPNQKhWrP8E04C5pvaknl6pSWFJJXqGV3EJr9cU/r7Dq/V1qrb1i398pCjxxy/nENQ/y231MmqIWlmgyy7JrlbcMatjPoHq/Q1JSUuTif45KbKVM2/wRpfYyxnUYQ7eo87wdkk87XZOkoiiEBRsJCzaS3Dq8xmNVVaWozFaVKBRYq5KGghP/LnebLBj1Wlx17Bq1cN0BLugULRezM6RotJgHT6J80Ss49qzFFhyJsfc13g6rwdV3dkyFzcHRExf5v130jxZZcThrvx+1GoXmYSYSW4YQFW4mKszMT39kuF1ILK55MO1iwxqkjqLhDE0cVD1m4GSXJwxs0Oet1yyDd955p877nE4nDz74oEeDaiyN2cRlc9p4a9OHHCg+xNCEQVzpoekkTaWpzpP1PLEyY25Bec1EId99q8IJep2GiGAj4SFGIkKMhAcbatw+8e9zaYIN1NfTZS2mfMELqMW5KJYIVGsRmohYDCkj0Sf18XZ4HlXXgj0DesQSYjaQV3T8wl9gpdjNuvxQNesmKtxMVLjp+G8z0cd/R4QY0Whq7zPi7jkba0ZOoL5v/64x67kxJ5VlB1eSVZZDy6AYLk8Y2OCzDOqVEFx66aU1brtcLgoKCtDr9SQlJTF37txzDtIbGuuFdbqcTN/2GVuPpnFhi/O5pdP1HvumKX+InvX0xxvcjkswGbTERFooLKmkuMzGqf5oQiz6vyUONX9HhBgJMulqvAeawnoLtq0/UPnrl7XKTYMmNmhS4OkxIS5Vpcxqp7jcTnGZjZJyG0XHfxeX2fgtLZeKv43a/zutRqFZ2F8X+6hwU/UFv3mYGYvpzJv3A21JX18UCPU852mHq1evrlVWWVnJu+++S0KC9IGfiqqq/G/3fLYeTaNjRHtu7Nj4q0+J+qtr3MJtwzpWf7g6nC6Ky2wUlFRW/ZRWUlhaSWH17apxDYdyT93acKKFwelSSc8srr7vxLiF/JJK+nSOwWLUYdBrPP6+aezBk/ZdP7stt6UubrCEoK7R91BzTIjd4aq6oJfbKC5zf6H/KwGw19iMp74UBR4dm1L1LT/U6PEle890WrAQf3fWo0yMRiMPPfQQV111FVdffbUnYwooPxxcwS+ZG2gVHMvdXW9BJ6OsfVp9plLptBoiQ01EhprqPI+qqlgrnVXJQklVwlCdPJyUSOw5UkRd15a5K/cy9/jysFqNgtmow2LUVf02Vf02G7VYjPqq3yZ99W3LSbfNxx9zcldGfS+UnuQqyDyj8nqf16ViczixOVzY7E5sdlfVbbuLeavT3T7msx92svLPDIrK7ZSU2SivdJz2eUwGLaEWA1GxZkIsesKCDIQGGQixGAgLMhBi0RMaZGDat1vJPFpe6/FxzYPplBh5TnUVoiGd09XJ4XBw7NgxT8UScNZnbWThvh+INEUwuft4TLq6LyDCd3jim5aiKFhMVRfuuOZBdR7ndLm459VVuBvLqAC9O0VjrXRSXmmv+l1hp6jMRqX91E3S7hj0muqE4lgdy89+8eNu9mcVo1EUFE3V4lIaRUGjUdAoHP+toLgp02gUFIWTjj/pGEUhWt+cUFvt6VRF2gg2bDxc44Je6XD+dXG3H7/YO/522+6k0u6qsXtefVkrnezJKCLYoici1EiCJeT4xV1//OJedbEPtRgIDdITajFg0NdvHf5RF7WRBXuEX6pXQvDWW2/VKrPb7fz666/ExcV5JJAtW7bw7LPPcuzYMfR6PQ888ACjRo2qddz8+fOZNm0aDoeDyMhInn/+eTp37nxG52gMacd288XOr7HozNzbfTxhRtkAStSm1WiIbR7kdtxCXFQwE0d3cfs4h9NFha0qQTiRKJRXOrFWOiivdFT9rnC4vV1SbsfmcH8RLbXa61wQ6lz1MHTg9uDaCUFlRSVzl6dhP83HkVajYNBrMOi0VcmNyYhBp8Wo12DQa9HrNDVuG/Qa1mzOorjMVutcsc0sPHfnhbUG53mCLNgj/FW9EoIFCxbUKjOZTLRr1656s6NzUVlZyeTJk3nkkUcYM2YM6enpjBs3jg4dOpCc/NfmKDt27OD555/nyy+/JDk5mQULFjB58mSWLVuGqqr1OkdjOFSSwfRtn6FRNEzsdgctGnjuqPBvdY1bONU3Sp1WQ7BZQ7D57PZNr2vwZEyEmXtGn4fLVTV4zuVSUY//dql/lVX9ruoa+XuZ63iZeuIxx+/730qYWQpDTNtooS0k2xlOhaqjnT6Pf7XfwtHut2E06P66uOu1GHV/XezPZvZGXPNgt/+3oy5u0yDJwAmyYI/wR/VKCFasWNGgQaxfvx6NRsOYMWMAaNeuHf3792fRokU8/PDD1cctXryYAQMGVF/gR48ezdSpU/ntt99wOp31OkdDO2bN573Nn2Bz2rmry820C09stOcW/skb3yjrSkKu6teWxBYN05q1dmsWm/LasMnWprpMi5MpkSuJP7aNyNxlGPve6NHBk/JtXYj6qzMhOHy4/s2GrVu3Pqcg9u3bV2u2QmJiImlpaTXK0tPT6dKlZhNqQkICe/fuRVXVep2jIWzMSeWHAyvILstBo2hwqE6uaz+alOiuDf7cIjA09jdKX0lCnGgp7zMBza7p2Lf9iCa4GYZunt3yVUbfC1E/dSYEQ4YMOW2mrqoqiqKc80W3vLwck6nmgDuj0Uh5ec2RularFaPR6PY4VVXrdY6TRURY0OnqN1CoLmsP/V5jRSmXWjXYK7Z5s1PO9/Skxnoeb5N6etbIS0MYeWlSozzXiecLDTUx96c9HM4poXVMCNcNbk//Hq1w9HqKIzOfoHL9V4TFxhHc6aJGi6uhyfs2sARyPetMCD777LNGCyIoKIiSkprfikpKSggKqjk622KxUFpa6vY4VVXrdY6TFRTUnSzU19wtS9yWf731e5LNHc/5/KfTVPoopZ6BoVOrMJ6+rVeNelb9NmG8/EHKF75E7oK3KHEY0bVo3LE/DSHQX88TpJ7+46wWJrrgggvqdfJJkybV+9i6tG/fng8++ACXy4Xm+GId6enptQYDJicns3///urbTqeTAwcOkJycjMvlqtc5PM1bu1IJEWi0zRMwD7kP6/dvYP3hLSyj/w9teKy3wxKiyaj3OgTffvstmzdvprKysrosOzubrVu3nnMQvXv3xmw2M2/ePK677jrS0tLYsGEDjz32WI3jRo0axdixY9m1axcdOnRg7ty5hIaG0rt3b1wuV73O4Wne2pVKiECka9UFU//bqVj9MdbvX8cy+kk0lnBvhyVEk1CvhOCNN97g008/pX379mzfvp1u3bqxf/9+WrZsyUsvvXTOQRgMBt59912eeuoppk2bhtFo5OWXX6ZNmzZMnToVs9nM5MmTSUpK4vnnn+e+++7DZrPRsmVL3nvvPXS6qmrUdY6G5K1dqYQIVPoO/XCV5mP741usS9/EMuqfKHpZ1EuIhlavzY0GDhzItGnT6Ny5M926dWPLli1YrVb+8Y9/MHbsWC655JLGiNXjPNUX1FC7UtVHIPRp1YfUM7Ccrp6qqlK55hPsu9agbd0N89AHUTTnNgDYG+T1DCyBUM9z3tyooKCgejXAE/3zZrOZp59+mvHjx/ttQuApvWJSGi0BEKIpUBQFY79bcZXl4zy8hcpfZmHsd5tsDCZEA6rX0l/R0dGkpqYCEBkZybZt2wAIDg4mIyOjwYITQjRdikaH+bJ70TRLwL5zFbbURd4OSYiAVq+E4LrrruPmm2+mpKSEfv36cf/99/PKK69w5513kpTUePOYhRBNi2IwY77iIZTgZth+n4d9zzpvhyREwKpXQtClSxfeeOMNQkJCeOyxx7j44ov55ZdfCAkJ4eWXX27oGIUQTZjGEo75iofBYKFi9cc4juzwdkhCBKR6jSG44447aNmyJdu3b2fMmDG88MILDR2XEEJU00bEYb78AaxLXsO67G0so59AG3luS6YLIWqqVwvBjz/+yLhx41i5ciXDhg1j3LhxzJkzp9bKgEII0VB0sR0xDbgL7Fas37+BqzTf2yEJEVDqlRC0bt2ae+65hwULFrBo0SL69u3LzJkzueSSS3jooYcaOkYhhABAn9QHwwXXo5blY136BqrN6u2QhAgYZ7zBeLt27bj33nv55z//Sc+ePVm6dGlDxCWEEG4Zul+BvvMgXPmHsf74DqrT4e2QhAgI9V662Ol08ssvv7B06VJ++uknFEVh6NCh3HvvvQ0ZnxBC1KAoCsaLbkYtK8BxcBMVaz7BNOAuWaNAiHNUr4TgiSee4KeffqKsrIxLL72U559/noEDB2IwGBo6PiGEqEXRaDANnkj5wldw7FmLLaQZxl5XezssIfxavRKCffv2MWXKFK644grCw8MbOCQhhDg9RWfEPGwK5fOfx/bndyjBzTB0vNTbYQnht+qVEHz11VcNHYcQQpwxjTkUy/BHKJ//ApU/f4rGEoEuvpu3wxLCL53xoEIhhPAlmrAWmIdNAY0W6/JpOI8e8HZIQvglSQiEEH5PG5OEadBEcNiq1igoyfN2SEL4HUkIhBABQd/mfIwX3YhqLcL6/RuolWXeDkkIvyIJgRAiYBi6DEHfdSiuwkysy/6L6rB5OyQh/IYkBEKIgGLsMxZd2944s3ZRseojVNXl7ZCE8AuSEAghAoqiaDANuBtti2Qc+36jcsP/vB2SEH6h3isVCiGEv1B0BsyXP0D5ghewb1mKY+96VGsxmohYDCkj0Sf18XaIQvgcaSEQQgQkxRSMvvNgANTyQlBduPIzqFjxPva9670bnBA+SBICIUTAsu9a7bbclrq4kSMRwvdJQiCECFiugswzKheiKZOEQAgRsDQRse7Lw6IbORIhfJ8kBEKIgGVIGem23FVZhqu8qJGjEcK3SUIghAhY+qQ+mAZNRBPZGhQtmsjWaBN7grUY6/dTUW3l3g5RCJ8h0w6FEAFNn9SnxjRDVVWp/OVT7GmrsP7wFuYrHkHRGbwYoRC+QVoIhBBNiqIoGC++FV2bXlWrGf70HqrL6e2whPA6SQiEEE2OotFgGnQP2rjOOA5uomLNTFRV9XZYQniVz3QZTJ8+nS+++AKAhIQEXnjhBVq3bl3ruMLCQp5//nm2bduGy+WiU6dOPPPMM0RGRvL2228zc+ZMoqKiqo/v1asXL7zwQqPVQwjhHxStHvOQ+ylf/B8cu3+m0hSMqc9Yb4clhNf4RAvB8uXLmTVrFnPmzGHVqlVceOGFPPzww26PfeqppzAYDCxZsoTvv/8ep9PJ1KlTq+8fMmQIS5curf6RZEAIURfFYMY87CE0YS2wb/ke2+Yl3g5JCK/xiYRg0aJFjBkzhpiYGADGjx/Pjh072L9/f61jr776aqZMmYJWq0Wn03HxxReza9euxg5ZCBEgNOZQzCMeQwmKpHLD/7Dv+tnbIQnhFT6REKSnp5OYmFh922QyERMTQ3p6eq1jBw4cWJ04qKrKTz/9RK9evarv37lzJzfddBOXX345EydO5ODBgw0evxDCv2mCm2Ee/igYg6hYMwP7gT+9HZIQja7RxhAsXryY5557rlZ5SEgIAEajsUa50WikrKyszvOpqsqLL75IXl4eb731FgCdOnWisrKSCRMmYLFYmDp1KhMmTGDRokXo9fpa54iIsKDTac+lWj4hKirE2yE0CqlnYPG5ekZ1oOKGJ8n64lkqf3qPiBuewpxw3rmf1tfq2UCknv5PUX1gaO2VV17JzTffzPXXX19ddskll/DMM89w2WWX1TrearXyj3/8g8LCQt555x3CwsLcnreiooIePXowf/58OnToUOv+vLwSz1XCS6KiQgKiHqcj9QwsvlxPR8Y2rEvfAK0By6h/om2ecNbn8uV6epLU03+cKqHxiS6D9u3b1xgvUFBQQH5+PsnJybWOtdlsTJ48GYvFwowZM2okAwcOHKCwsLD6tqqqqKrqtnVACCHc0bXqgmngBLBXYP1+Kq6ibG+HJESj8ImE4KqrrmLhwoVkZ1f94c2YMYOePXsSHx9f69h33nmH4OBgXn755VoX+jfeeIN//etf2O12AD788EOSk5NJSDj7DF8I0fTo212I8ZJbUK3FlC95DVdZgbdDEqLB+cQ6BP369WPChAnccMMNOJ1OkpOTa0wlHDZsGG+//Tbt27dnxowZREZGcsUVV1TfbzAY+O6773jmmWd49tlnGTZsGDqdjjZt2jBt2jS0Wv8fJyCEaFyGzoNQrSXY/vgW65KpWK58HMUY5O2whGgwPjGGwFv8vS8IAqNPqz6knoHFX+qpqiqV6z7Hvv0ntDHtMY94FEVnPP0Dj/OXep4rqaf/8PkxBEII4YsURcF40U3o2vXBmbMH64/TUF0Ob4clRIOQhEAIIU5BUTSYBtyFtlUXnIe3ULHqY1TV5e2whPA4SQiEEOI0FK0O85D70US3w7H3Vyp//Uo2QxIBRxICIYSoB0VvxDLsITQRcdi3LcOWusjbIQnhUZIQCCFEPSmmYMzDH0UJbobt93nYdqz0dkhCeIwkBEIIcQY0QRFYhj+GYgqh8pfPsO/73dshCeERkhAIIcQZ0oS3wHzFI6A3UrHiAxxHdng7JCHOmSQEQghxFrRRiZiHPgiAddl/cebV3q5dCH8iCYEQQpwlXWwnTIMngqMS6/ev4yzM9HZIQpw1SQiEEOIc6Nv0wtjvdtSKEqyLX8NVmu/tkIQ4K5IQCCHEOTJ0vBTDBdeiluVjXfIaakWpt0MS4oz5xOZGQgjh7wzdR6BaS7Bv/YGyb59D0ekpKcxCExGLIWUk+qQ+3g5RiFOShEAIITxAURSMfcbizNuPK3s3J9YxdOVnULHifQBJCoRPky4DIYTwEEXRQGWZ2/tsqYsbORohzowkBEII4UGuwiz35QUyA0H4NkkIhBDCgzQRsXWUt2zkSIQ4M5IQCCGEBxlSRrq/Q2tAdTkaNxghzoAkBEII4UH6pD6YBk1EE9kaNFo0EXEo4S1x5e2jYvl7qE5JCoRvklkGQgjhYfqkPuiT+hAVFUJeXgmqvRLrD2/iOPAH1h/fwTzkXhSt3tthClGDtBAIIUQDU/RGzMOmoI07D+ehVKzL3kZ12LwdlhA1SEIghBCNQNEZMQ99EG3rrjgPb8H6oyQFwrdIQiCEEI1E0RkwD7kfbXx3nIe3Yv3hLVRHpbfDEgKQhEAIIRpVVVJwH7qEHjiPbMe69E1UuyQFwvskIRBCiEamaPWYLrsXXeL5ODPTsC59HdVe4e2wRBMnCYEQQniBotVhumwSuja9cGbtwvr966g2q7fDEk2YJARCCOElikaHafAkdO0uxJm9m/Lvp0pSILxGEgIhhPAiRaPFNHACuqS+uHL2Ur7kVdQ6NkgSoiH5zMJE06dP54svvgAgISGBF154gdatW9c67pZbbmH//v0EBwdXl40fP57rr78el8vFq6++yuLFi1EUha5du/L8888TERHRaPUQQogzpWi0mAbcTYWiwbFnLeVLXsMy/FEUY5C3QxNNiE+0ECxfvpxZs2YxZ84cVq1axYUXXsjDDz9c5/EPP/wwS5curf65/vrrAZg1axZr165lyZIlrFq1ioiICJ599tnGqoYQQpw1RaPBdOmd6Dv0w5W3n/LF/0GtKPV2WKIJ8YmEYNGiRYwZM4aYmBig6hv/jh072L9//xmf5+abbyY4OBhFUbjzzjtZvnw55eXlDRG2EEJ4lKLRYOx/B/qOl+I6epDyxf/BVVHi7bBEE+ETCUF6ejqJiYnVt00mEzExMaSnp7s9fvHixVx99dUMHTqUZ555htLSUrfniY+Px+l0cvDgwYYMXwghPEZRNBj73Ya+00Bcxw5hXfQKLmuxt8MSTUCjjSFYvHgxzz33XK3ykJAQAIxGY41yo9FIWVntgTX9+vXDYrEwduxYysvLue+++3jxxRd56aWXsFqtmEym6mM1Gg16vd7teQAiIizodNpzqZZPiIoK8XYIjULqGViknqemjrmXY0Emijd+j23pq7S88Rl0weGeDc6D5PX0f42WEIwYMYIRI0a4ve/KK6+s/pZ/QklJCUFBtQfUTJgwofrfYWFh3HPPPTzyyCMAWCwWSkr+al6z2WxUVlbWGIB4soIC/+9KOLGbWqCTegYWqWf9qD2uR1/hwL7tRzI+fRLzyP+HxhLuuQA9RF5P/3GqhMYnugzat29fY7xAQUEB+fn5JCcn1zjO4XCwc+dOHI6/9hN3Op3o9Xq350lPT8dgMJCQkNDANRBCCM9TFAVj3xvRdxuGqzCL8oUv4yor8HZYIkD5REJw1VVXsXDhQrKzswGYMWMGPXv2JD4+vtaxd999d/X0xIqKCj777DMuv/zy6vPMmTOHkpISXC4XH330EcOHD8dsNjdeZYQQwoMURcF44VgM3YejFmVXJQWl+d4OSwQgn0gI+vXrx4QJE7jhhhvo378/aWlpTJ06tfr+YcOGsWfPHnQ6He+99x4//PADl19+OaNHjyYxMZFHH30UgLFjxzJw4EBGjBjBgAEDUFWVp556ylvVEkIIj1AUBcMF12HoMQq1OIfyhS/hKj3m7bBEgFFUVVW9HYS3+HtfEARGn1Z9SD0Di9Tz7Kiqiu2P+dj+XIAS0hzLyP+HJiTKY+c/W/J6+g+fH0MghBDi9BRFwdhrDIZeY1BLjlZ1HxTnejssESAkIRBCCD9j7DkaQ+9rUUuPVSUFRTneDkkEAEkIhBDCDxl7jMR44fWoZflVYwoKs70dkvBzPrO5kRBCiDNj6D4cFC2V67+k7NtnUSxhqMW5aCJiMaSMRJ/Ux9shCj8iLQRCCOHHDN2Goku+GOxW1KJsUF248jOoWPE+9r3rvR2e8COSEAghhJ9zHXW/X4stdXEjRyL8mSQEQgjh51wFmWdULoQ7khAIIYSf00TEui1XjBZUl6uRoxH+ShICIYTwc4aUkW7L1YoSrMv+i2qzNnJEwh9JQiCEEH5On9QH06CJaCJbg6JFE9kaY/870Madh/NQKuULXsRVkuftMIWPk2mHQggRAPRJfWpNM9QnX0Llr7Oxb/+J8m+fw3T5/ehaJNdxBtHUSQuBEEIEKEWjxXTxLRgvuRW1sgzrolew7/rZ22EJHyUJgRBCBDhD50GYhz8KehMVqz+mYv1XMthQ1CIJgRBCNAG6uM4EXfU0mvCW2LcsxbrsLRlsKGqQhEAIIZoITVgMltFPom3VBeehzZQveEF2SxTVJCEQQogmRDEGYR72EPouQ3AVHKH82+dwZO70dljCB0hCIIQQTYyi0WK66CaM/W5HtVmxLn4V287V3g5LeJkkBEII0UQZOg3APOIxFIOZyjWfULFuNqrL6e2whJdIQiCEEE2YLrYjljFPo4mIxb5tGdYf3kS1lXs7LOEFkhAIIUQTpwmNxjL6KbStu+E8vJXy+c/jKsrxdliikUlCIIQQAsVgxjx0Cvpuw3AVZlE2/zkcmWneDks0IkkIhBBCAKBoNJj6jMPUfzzYK7Aufg3bjpXeDks0EkkIhBBC1KDv2B/ziH+gGC1U/vIpFWs/l8GGTYAkBEIIIWrRteyA5aqn0US0wr59Odalb6BWlnk7LNGAJCEQQgjhliY0Csvo/0Mb3x1nxrbjgw2zvR2WaCCSEAghhKiTYjBjvvxB9N2uwFWUTdn853Ec2eHtsEQDkIRACCHEKVUNNhyL6dI7wV6Jdclr2Lb/5O2whIfpvB2AEEII/6Dv0A8lrAUVy/5L5dpZOA78iVpeSElhFpqIWAwpI9En9fF2mOIs+UxCMH36dL744gsAEhISeOGFF2jdunWt42688Uby8/OrbzscDo4cOUJaWhpvv/02M2fOJCoqqvr+Xr168cILLzR8BYQQognQtWiPZcy/KP/uJZxHtleXu/IzqFjxPoAkBX7KJxKC5cuXM2vWLObOnUtMTAzvvvsuDz/8MHPnzq117OzZs2vcfuedd2okCEOGDOHll19u8JiFEKKp0oQ0RzGYUN1MOrClLpaEwE/5xBiCRYsWMWbMGGJiYgAYP348O3bsYP/+/ad83MGDB5k3bx5TpkxphCiFEEKc4CrMcl9ecKSRIxGe4hMJQXp6OomJidW3TSYTMTExpKenn/Jxr776KnfccQehoaHVZTt37uSmm27i8ssvZ+LEiRw8eLChwhZCiCZLExFb5332fb+jqmojRiM8odG6DBYvXsxzzz1XqzwkJAQAo9FYo9xoNFJWVvciGOnp6WzatInXX3+9uqxTp05UVlYyYcIELBYLU6dOZcKECSxatAi9Xl/rHBERFnQ67dlWyWdERYV4O4RGIfUMLFJP/2bufx25899wc49CxfJpWNr3pvmwu9GFNmv02BpSoL6eAIrqA2nclVdeyc0338z1119fXXbJJZfwzDPPcNlll7l9zPPPP49er+ef//xnneetqKigR48ezJ8/nw4dOtS6Py+v5NyD97KoqJCAqMfpSD0Di9QzMNj3rseWuhhXYSaa8FgMKSPQRiVS8fOnODPTQG/C2Pta9J0HoWh8okH6nATC63mqhMYnBhW2b9++xniBgoIC8vPzSU5OrvMxK1eu5MUXX6xRduDAAcLDwwkPDwdAVVVUVXXbOiCEEOLc6JP6oE/qU+tCaR7xDxy7fqZiwxwq132Ofe+vmPrfgTaylRejFafjEynbVVddxcKFC8nOrloSc8aMGfTs2ZP4+Hi3x+fm5nLkyBE6depUo/yNN97gX//6F3a7HYAPP/yQ5ORkEhISGrYCQgghqimKgr5jf4Ku+ze6dhfiyk2nfN6/qPx9HqrD5u3wRB18IiHo168fEyZM4IYbbqB///6kpaUxderU6vuHDRvGnj17qm/n5uai1+urWwJOeOaZZ1AUhWHDhjF06FDS0tKYNm0aWq3/jxMQQgh/o7GEYR48CfOwKShB4dg2LaRs3tM4Mnd6OzThhk+MIfAWf+8LgsDo06oPqWdgkXoGlvrUU7VXUPn7POzblgMq+o79MV44FsUY1DhBekAgvJ6nGkPgEy0EQgghApuiN2G66CYsVz2FJrI19p1rKPvf49j3/SZTFH2EJARCCCEajTa6LZar/4XhgmtRbVYqlr+L9Yc3cZUe83ZoTZ4kBEIIIRqVotFhTBlJ0LXPo43thPPQZsrm/h+2bT+iulzeDq/JkoRACCGEV2jCWmAe8Y+qbZU1WirXfUH5dy/gzD/s7dCaJEkIhBBCeI2iKOg79DtpiuI+yuc9I1MUvUASAiGEEF731xTFh06aovgUjsw0b4fWZEhCIIQQwmfo4rsTdN2L6Ltcjlqci3XRK1SsnoFaWffeNsIzfGLpYiGEEOKEqimKN6JP6kPFmk+w71qD41AqxotuQlVV7KmLcBVkoomIxZAyEn1SH2+HHBAkIRBCCOGTTkxRtG1Ziu2PBVT89F6N+135GVSseB9AkgIPkC4DIYQQPuuvKYovgM7o9hhb6uJGjiowSUIghBDC52nCYsBpd3ufq+BII0cTmCQhEEII4Rc0EbHu71BdlC14AfuedTJV8RxIQiCEEMIvGFJGui1XmrXGlZNOxcoPKfviYSrWf4WrKKeRo/N/MqhQCCGEXzgxcNCWuvikWQYj0Cf1wVWciz1tFfZdP2PfshT7lqVoW3VB32kguoQUFI3Wy9H7PkkIhBBC+A19Uh+3Mwo0odEYL7weQ68xOPZvxL5jJc6MbTgztqEERaDveCn6jpeiCYrwQtT+QRICIYQQAUPR6tEn9UWf1Bdn/mHsO1Zh37MW2x/zsf35HbqEHug7D0Qb1xlFkV7zk0lCIIQQIiBpI1ujveQWjBdeh33veuw7VuA48AeOA3+ghMZg6DQAfYd+KKZgb4fqEyQhEEIIEdAUvanq4t/xUlx5+7DtWIEj/TcqN8yhcuM8dG0vwNB5EJrodiiK4u1wvUYSAiGEEE2Coihoo9thjm6H2ucG7Lt/wZa2EseedTj2rEPTrDX6TgPRJ/VFMZi9HW6jk4RACCFEk6OYgjF0G4a+61CcmWnHuxP+pPKXz6jc8L+qcQidB6Ft1hr73vXYUhdREuD7J0hCIIQQoslSFAVdXGd0cZ1xlRVg37UGe9pq7GkrsaetRAmLQT1pTYNA3j9BEgIhhBAC0ARFYOw5GkPKSByHNmNPW4nz8Fa3x9o2LZSEQAghhAhkikaLPrEn+sSelEwfD6qr1jGugiOUznoATXhLNBFxVb/DY9FExKJYwv1ycKIkBEIIIUQdNBGxuPIzat+hN4HOiDNrN86sXX+7z4wmIhZNeCzaiFg0ES3RhMehhDTz6bUPJCEQQggh6mBIGVk9ZuBkpn63o0/qg+qoxFWYjaswE1fB8Z/CTFx5B3DlpuM4+UFaA5rwFtXJQvXvsGgUTc3L8YmBjK5GHMgoCYEQQghRhxr7JxRmogn/a/8EAEVnRNs8AW3zhBqPU50OXMW5uAqO4CrM+itRKMzCdexQzSdRtGjCYo53P8Si2sqxb/+p+u7GGsgoCYEQQghxCif2T4iKCiEvr6Rej1G0OrQRVV0GJ1NdLtTSo9UtCs6CLFyFR3AVZOEqzIQDf9R5TlvqYkkIhBBCiECgaDQoodFoQqMhPqW6XFVV1PJCXAWZWJe8Bqi1HusqyGzQ2HxmdENRUREPPvggHTp0ID8/v87jrFYrjz/+OP369aN///488cQTVFZWVt8/ffp0BgwYwIABA7jttts4fPhwY4QvhBBCnDVFUdAERaBrdR6ayDi3x2j+1trgaT6REBQVFXH99dfTrl270x77xhtvkJuby08//cSKFSvIzc3lv//9LwDLly9n1qxZzJkzh1WrVnHhhRfy8MMPN3T4QgghhMcYUkbWUT6iQZ/XJxICgHfeeYerr776tMctWrSI8ePHYzAY0Ol03HHHHSxYsKD6vjFjxhATEwPA+PHj2bFjB/v372/Q2IUQQghP0Sf1wTRoIprI1lUDDiNbYxo0sWnMMggLCyMsLIyMDDdzPU9SWFjIsWPHSExMrC5LSEggLy+P4uJi0tPTufTSS6vvM5lMxMTEkJ6eTps2bRoqfCGEEMKjTgxkbEyNlhAsXryY5557rlZ5SEgIy5cvr9c5rFYrUHWhP+HEv8vLy7FarRiNxhqPMRqNlJWVuT1fRIQFnU5br+f2ZVFRId4OoVFIPQOL1DOwSD39X6MlBCNGjGDEiHPr/7BYLACUlJTQrFkzAIqLiwEICgrCYrFQWlpa4zElJSUEBQW5PV9BQfk5xeMLzmQajD+TegYWqWdgkXr6j1MlND4zhqA+wsLCiI6OrjEmYN++fbRo0YKQkBDat29f476CggLy8/NJTk72RrhCCCGE3/CrhADgqquu4tNPP8Vms2Gz2fj000+55pprqu9buHAh2dnZAMyYMYOePXsSHx/vzZCFEEIIn+cTCcHSpUsZNmwYt99+OwDjxo1j2LBhbNmyBYBhw4axZ88eAO6//35at27N4MGDueyyy0hKSmLSpEkA9OvXjwkTJnDDDTfQv39/0tLSmDp1qlfqJIQQQvgTRVXV2sshNRH+3hcEgdGnVR9Sz8Ai9QwsUk//ETBjCIQQQgjRMCQhEEIIIYQkBEIIIYSQhEAIIYQQNPFBhUIIIYSoIi0EQgghhJCEQAghhBCSEAghhBACSQiEEEIIgSQEfmv9+vVcd911DBs2jKFDhzJz5kxvh9SgiouL6devH//85z+9HUqDKCws5IEHHmDQoEEMHjyYadOmeTukBvHbb79Vv2+HDRvGxx9/7O2QPGrOnDmkpKTUqFd+fj733nsv/fr149JLL+XVV1/F38dyu6tnRkYGEydOZOjQoQwZMoT/+7//o7Ky0otRnjt39TzZhAkTGDRoUCNH1XAkIfBDR48eZdKkSTz88MMsXbqUjz76iP/+979s3LjR26E1mBdffBGTyeTtMBrME088QXJyMitWrGDu3LmsXbuWffv2eTssjyovL2fSpEncc889LF26lM8//5yPPvqINWvWeDs0j3j22WdZt24dbdu2rVH+1FNPERoaypo1a1iyZAlr167lyy+/9FKU566uej7wwAN06tSJH374ge+++47du3f7dcJXVz1PmDdvXo3ddQOBJAR+SKPR8J///Ie+ffsC0Lp1a9q1a8euXbu8HFnDWLlyJYcPH2bkyJHeDqVB5OTksHHjRiZMmABAZGQks2fPrvODyF9lZWVRWlrKJZdcAkDz5s1JTk6u3rjM340YMYK33nqLoKCg6rLS0lJWrVrFPffcg6IoBAUFceONN/Ldd995MdJz466eLpeLu+++mzvvvBMAs9nMBRdc4NefSe7qeUJOTg7vvvsuU6ZMafzAGpAkBH4oMjKSIUOGVN8+dOgQu3fv5vzzz/diVA2jqKiIf//73/z73/9GownMt2taWhrx8fG88847DB8+nNGjRzNnzhxvh+Vx8fHxxMfHs2jRIgAOHz7M7t276dOnj5cj84xevXrVKjt48CCqqtbYgj0hIYG9e/c2Zmge5a6eGo2GK664guDgYABsNhtr1qxxe6y/OFXsTz75JA8++CDNmzdvxIgaXmB+wjYh2dnZTJw4kbvvvpuOHTt6OxyPe/HFF7nppptITEz0digNpqioiJ07d9KxY0eWLFnCSy+9xMsvv8y6deu8HZpH6fV6XnnlFV599VX69OnDsGHDuOGGGzjvvPO8HVqDsVqt6PX6GsmsyWSivLzci1E1LJvNxqOPPkpUVBQ33HCDt8PxuK+//hqdTseVV17p7VA8ThICP7Z9+3bGjRvHNddcw3333eftcDxuxYoVHDlyhFtvvdXboTSo8PBwoqOjGT58OACdO3dm4MCBrF692suReVZubi6TJk3i1VdfZf369fz888+sXr2aWbNmeTu0BmOxWKioqMBut1eXFRcXu22GDgT5+fncfvvtaDQa3nvvPXQ6nbdD8qjs7Gzef/99nnvuOW+H0iAC69VqQrZv384999zDM888w2WXXebtcBrEkiVLOHjwYHX9iouLcTqd7N+/P6Ca1OPj4ykpKcHlclV/k9RoNGi1Wi9H5ll//vknwcHB9O/fH6jq+ho4cCC//PILt9xyi5ejaxiJiYno9Xr2799PcnIyAOnp6bRv397LkXleUVERt99+OwMHDmTKlCkoiuLtkDxu5cqVlJWVMXbsWAAqKyspKChg0KBBzJo1i7i4OC9HeG6khcAPVVZW8uCDDwZ0MgDw2muv8csvv7BixQpWrFjBbbfdxtChQwMqGQBo06YNHTp04LPPPgOq+tZXr15dfeEMFO3btyc3N5ctW7YAUFFRwa+//hqQXV0nWCwWLr/8cmbMmIHL5aK4uJg5c+ZwzTXXeDs0j3vuuefo06cPDz30UEAmAwA33HADv/76a/Vn0uuvv06LFi1YsWKF3ycDIJsb+aVFixbx2GOPkZCQUKN8xIgR3H///V6KquG9/fbbHDlyhJdfftnboXhcRkYGTz75JIcOHUKv13Prrbdy0003eTssj1uyZAnvv/8+NpsNVVXp27cvjz/+OEaj0duhnROn08mIESOAqtkUFouFsLAwhgwZwl133cVTTz3Fpk2b0Gg0XHvttX77d1pXPXv06ME333xDXFwcBoOh+vjWrVszffp0b4V71k71ej7yyCPVx23YsIHHH3+cFStWeCtUj5KEQAghhBDSZSCEEEIISQiEEEIIgSQEQgghhEASAiGEEEIgCYEQQgghkIRACCGEEEhCIIRoQF9//TVDhw6ltLT0nM6zevVqLrnkEnJycjwUmRDi72QdAiHEGdu4cSN2u716C253du7cybhx45g9ezadO3c+5+d85ZVX2LRpE19++WXAroQnhDdJC4EQ4ox9+umnrF+//pTHvPrqqwwePNgjyQDAxIkT2bNnD99//71HzieEqElaCIQQZ2TcuHFs2rQJrVaLxWJh48aNtY7Zu3cvI0aMYM6cOaSkpADwyCOPEBQUhNlsZsGCBbhcLi666CKeeeYZwsPDUVWVt956iwULFpCfn09oaCjDhw/n0UcfRa/XA1Xr5W/dupW5c+c2ZpWFaBKkhUAIcUa++uor4uLiuPvuu90mAwBr1qwhNDSUbt26VZfp9XoWL15MfHw8v/zyC19//TVpaWk8/fTTQNU+B19//TWffvopmzdv5rPPPmP16tXMmzev+hwXX3wxW7du5dixYw1bSSGaIEkIhBAet3v3btq3b1+9nfMJsbGx3HTTTeh0OuLj47nxxhtZuXIlDoeDvLw8gOqNjtq0acP333/PuHHjqh/fsWNHVFVl9+7djVcZIZoISQiEEB6Xn59PZGRkrfKkpKQat1u1aoXNZuPYsWNcc801JCUlMXjwYG655Rbef/99MjMzaxx/4pzSQiCE50lCIIRoNC6Xq8btE0OYTCYTISEhzJw5k2+//ZZBgwaxdu1arrjiClavXu2NUIVociQhEEJ4XGRkJAUFBbXK9+3bV+P24cOHCQoKIiwsDJvNRmlpKe3bt+eOO+5g1qxZ1QMTT8jPzwegWbNmDVsBIZogSQiEEGfMbDZz6NAhioqKcDqdte7v0KEDe/furdUicPjwYT7//HMqKio4cOAAs2fPZuTIkQA8++yzTJo0qbqbIDc3l/3795OQkFD9+LS0NBRFITk5uQFrJ0TTJAmBEOKM3XjjjaxatYrhw4e7bQno378/hYWFbN++vUb5kCFDOHDgAJdeeiljx46lW7du/OMf/wDgn//8J61ateL666+nW7duXHvttXTp0oUHH3yw+vHr1q2jS5cu0kIgRAOQdQiEEA3izjvvpFmzZvznP/8Bqi74AC+//PJZna+oqIhBgwbxzDPPMGrUKI/FKYSoIi0EQogG8dhjj7Fs2TLS0tI8cr733nuPdu3aMWLECI+cTwhRkyQEQogG0bFjR5588kmmTJnikc2NFi1axH//+99aaxsIITxDugyEEEIIIS0EQgghhJCEQAghhBBIQiCEEEIIJCEQQgghBJIQCCGEEAJJCIQQQggB/H+Lf3I8o7ROjgAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table.mpl(y=['mx', 'my', 'mz'], marker='o')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Finally, we show how to expose the axes on which the mesh is plotted, so that we can customise them. We do that by creating the axes ourselves and then passing them to `mpl` function." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'average magnetisation')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "# Create the axes\n", - "fig = plt.figure(figsize=(8, 5))\n", - "ax = fig.add_subplot(111)\n", - "\n", - "# Add the region to the axes\n", - "table.mpl(ax=ax, y=['mx', 'my', 'mz'])\n", - "\n", - "# Customise the axes\n", - "ax.set_xlabel('time in picoseconds')\n", - "ax.set_ylabel('average magnetisation')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This way, by exposing the axes and passing any allowed `matplotlib.pyplot.plot` argument, we can customise the plot any way we like (as long as it is allowed by `matplotlib`).\n", - "\n", - "We can also choose what we want as an independent variable on out plot:" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table.mpl(x='mx', y=['mx', 'my', 'mz'])" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.5" - }, - "widgets": { - "application/vnd.jupyter.widget-state+json": { - "state": {}, - "version_major": 2, - "version_minor": 0 - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/docs/ipynb/macrospin/drive-0/macrospin.odt b/docs/macrospin/drive-0/macrospin.odt similarity index 99% rename from docs/ipynb/macrospin/drive-0/macrospin.odt rename to docs/macrospin/drive-0/macrospin.odt index 8b2a187..98b35b1 100644 --- a/docs/ipynb/macrospin/drive-0/macrospin.odt +++ b/docs/macrospin/drive-0/macrospin.odt @@ -1,6 +1,6 @@ # ODT 1.0 # Table Start -# Title: mmArchive Data Table, Wed Sep 15 09:54:25 CEST 2021 +# Title: mmArchive Data Table, Mon Sep 27 17:16:54 CEST 2021 # Columns: {Oxs_RungeKuttaEvolve:evolver:Total energy} {Oxs_RungeKuttaEvolve:evolver:Energy calc count} {Oxs_RungeKuttaEvolve:evolver:Max dm/dt} Oxs_RungeKuttaEvolve:evolver:dE/dt {Oxs_RungeKuttaEvolve:evolver:Delta E} Oxs_FixedZeeman:zeeman:Energy Oxs_TimeDriver::Iteration {Oxs_TimeDriver::Stage iteration} Oxs_TimeDriver::Stage Oxs_TimeDriver::mx Oxs_TimeDriver::my Oxs_TimeDriver::mz {Oxs_TimeDriver::Last time step} {Oxs_TimeDriver::Simulation time} # Units: J {} deg/ns J/s J J {} {} {} {} {} {} s s -4.4007616478200001e-22 37 25204.415522200001 -8.7987120542e-10 -3.26961235137e-22 -4.4007616478200001e-22 6 6 0 0.975900701403 0.21711461093600001 0.0218875928006 3.7150172413700002e-13 4.9999999999999999e-13 diff --git a/docs/ipynb/other.ipynb b/docs/other.ipynb similarity index 100% rename from docs/ipynb/other.ipynb rename to docs/other.ipynb diff --git a/docs/requirements.txt b/docs/requirements.txt deleted file mode 100644 index acaacf8..0000000 --- a/docs/requirements.txt +++ /dev/null @@ -1,3 +0,0 @@ -sphinx>=3.4 -nbsphinx>=0.8 -m2r2>=0.2 diff --git a/docs/ipynb/table-basics.ipynb b/docs/table-basics.ipynb similarity index 99% rename from docs/ipynb/table-basics.ipynb rename to docs/table-basics.ipynb index 6b00217..5c44e12 100644 --- a/docs/ipynb/table-basics.ipynb +++ b/docs/table-basics.ipynb @@ -21,7 +21,7 @@ "import ubermagtable as ut\n", "\n", "# Sample OOMMF .odt file\n", - "dirname = os.path.join('..', '..', 'ubermagtable', 'tests', 'test_sample')\n", + "dirname = os.path.join('..', 'ubermagtable', 'tests', 'test_sample')\n", "odtfile = os.path.join(dirname, 'oommf-new-file2.odt')\n", "\n", "table = ut.Table.fromfile(odtfile)" @@ -1166,7 +1166,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1180,7 +1180,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.8.10" }, "widgets": { "application/vnd.jupyter.widget-state+json": { diff --git a/docs/ipynb/table-fft.ipynb b/docs/table-fft.ipynb similarity index 100% rename from docs/ipynb/table-fft.ipynb rename to docs/table-fft.ipynb diff --git a/docs/table-interactive-plot.ipynb b/docs/table-interactive-plot.ipynb new file mode 100644 index 0000000..eec0770 --- /dev/null +++ b/docs/table-interactive-plot.ipynb @@ -0,0 +1,503 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Table interactive plot\n", + "\n", + "In previous tutorials we showed how to plot the data as well as some widgets which are a part of the table object. In this tutorial, we show how an interactive plot can be built.\n", + "\n", + "Let us demonstrate plotting using the data from an example file:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import ubermagtable as ut\n", + "\n", + "# Sample OOMMF .odt file\n", + "dirname = os.path.join('..', 'ubermagtable', 'tests', 'test_sample')\n", + "odtfile = os.path.join(dirname, 'oommf-old-file2.odt')\n", + "\n", + "table = ut.Table.fromfile(odtfile, x='t')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "By calling `mpl` method, default plot is shown:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table.mpl()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "By default, all data columns are plotted. To select only certain data columns, `y` can be passed. `y` is a list of strings, where each string matches one of the columns. For instance, if we want to plot the average magnetisation components, the plot is:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table.mpl(y=['mx', 'my', 'mz'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, let us say we want to interactively choose data columns we want to plot on y-axis of the plot. We start by putting our plotting inside a function and exposing the argument we want to choose:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def my_interactive_plot(y):\n", + " table.mpl(y=y)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Having the function defined, we have to call it with required `yaxis` argument in order to get the plot. For example," + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "my_interactive_plot(y=['mx', 'my', 'mz'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To interactively change the values of `yaxis`, we have to:\n", + "\n", + "1. decorate the function using `ubermagtable.interact` and\n", + "2. assign a widget to the `yaxis` in the `ubermagtable.interact` argument list." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "17836ec84675418b9d745477d56cccfd", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(SelectMultiple(description='y-axis:', index=(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 1…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# NBVAL_IGNORE_OUTPUT\n", + "@ut.interact(y=table.selector())\n", + "def my_interactive_plot(y):\n", + " table.mpl(y=y)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The plot, together with a selector widget is shown. In order to select multiple data columns from the widget list, we hold `Ctrl` (Windows, Linux) or `Cmd` (MacOS) and select multiple data columns.\n", + "\n", + "Another argument of the plot we can interact with is the range of time values on the horizontal axis. For that, we have to expose `xlim` and assign it a slider widget." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "143916c06d6f470880db279bfcf5157d", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(SelectMultiple(description='y-axis:', index=(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 1…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# NBVAL_IGNORE_OUTPUT\n", + "@ut.interact(y=table.selector(),\n", + " xlim=table.slider())\n", + "def my_interactive_plot(y, xlim):\n", + " table.mpl(y=y, xlim=xlim)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This way, by exposing the axes and passing any allowed `matplotlib.pyplot.plot` argument, we can customise the plot any way we like (as long as it is allowed by `matplotlib`)." + ] + } + ], + "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": "3.8.10" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": { + 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"ecc27c10455c47b38bf3231580754272": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": {} + } + }, + "version_major": 2, + "version_minor": 0 + } + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/ipynb/table-merge.ipynb b/docs/table-merge.ipynb similarity index 97% rename from docs/ipynb/table-merge.ipynb rename to docs/table-merge.ipynb index 5b6a4a4..9ecf699 100644 --- a/docs/ipynb/table-merge.ipynb +++ b/docs/table-merge.ipynb @@ -23,7 +23,7 @@ "import ubermagtable as ut\n", "\n", "# Sample .odt file\n", - "dirname = os.path.join('..', '..', 'ubermagtable', 'tests', 'test_sample')\n", + "dirname = os.path.join('..', 'ubermagtable', 'tests', 'test_sample')\n", "odtfile1 = os.path.join(dirname, 'oommf-old-file1.odt')\n", "odtfile2 = os.path.join(dirname, 'oommf-old-file2.odt')\n", "\n", @@ -198,7 +198,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -212,7 +212,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.8.10" }, "widgets": { "application/vnd.jupyter.widget-state+json": { diff --git a/docs/table-visualisation.ipynb b/docs/table-visualisation.ipynb new file mode 100644 index 0000000..746c200 --- /dev/null +++ b/docs/table-visualisation.ipynb @@ -0,0 +1,298 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Table visualisation\n", + "\n", + "Table object provides a convenience function which allows us to plot the data stored. Plotting is performed using `matplotlib` and the method is `mpl`.\n", + "\n", + "Let us demonstrate plotting using the data from an example file:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import ubermagtable as ut\n", + "\n", + "# Sample OOMMF .odt file\n", + "dirname = os.path.join('..', 'ubermagtable', 'tests', 'test_sample')\n", + "odtfile = os.path.join(dirname, 'oommf-old-file2.odt')\n", + "\n", + "table = ut.Table.fromfile(odtfile, x='t')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "By calling `mpl` method, default plot is shown:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table.mpl()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "By default, all data columns are plotted. To select only certain data columns, `y` can be passed. `y` is a list of strings, where each string matches one of the columns. For instance, if we want to plot the average magnetisation components, the plot is:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table.mpl(y=['mx', 'my', 'mz'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Data columns are always plotted over the entire range of independent variable values. If we want to restrict it, we can pass `xlim`, which is a lenght-2 tuple defining the range of time values on the horizontal axis:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table.mpl(y=['mx', 'my', 'mz'], xlim=(4e-12, 12e-12))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`ubermagtable` automatically chooses the SI prefix (nano, micro, etc.) it is going to use to divide the horizontal axis with and show those units on the axes. Sometimes `ubermagtable` does not choose the SI prefix we expected. In those cases, we can explicitly pass it using `multiplier` argument. ``multiplier`` can be passed as $10^{n}$, where $n$ is a multiple of 3 (..., -6, -3, 0, 3, 6,...). For instance, if `multiplier=1e-9` is passed, all axes will be divided by $1\\,\\text{ns}$ and $\\text{ns}$ units will be used as axis labels." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table.mpl(y=['mx', 'my', 'mz'], multiplier=1e-9)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If we want to save the plot, we pass `filename`, mesh plot is going to be shown and the plot will be saved in our working directory as a PDF." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table.mpl(y=['mx', 'my', 'mz'], filename='my-table-plot.pdf')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`mpl` plot is based on [`matplotlib.pyplot.plot` function](https://matplotlib.org/3.2.1/api/_as_gen/matplotlib.pyplot.plot.html). Therefore, any parameter accepted by it can be passed. For instance:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table.mpl(y=['mx', 'my', 'mz'], marker='o')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we show how to expose the axes on which the mesh is plotted, so that we can customise them. We do that by creating the axes ourselves and then passing them to `mpl` function." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'average magnetisation')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "# Create the axes\n", + "fig = plt.figure(figsize=(8, 5))\n", + "ax = fig.add_subplot(111)\n", + "\n", + "# Add the region to the axes\n", + "table.mpl(ax=ax, y=['mx', 'my', 'mz'])\n", + "\n", + "# Customise the axes\n", + "ax.set_xlabel('time in picoseconds')\n", + "ax.set_ylabel('average magnetisation')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This way, by exposing the axes and passing any allowed `matplotlib.pyplot.plot` argument, we can customise the plot any way we like (as long as it is allowed by `matplotlib`).\n", + "\n", + "We can also choose what we want as an independent variable on out plot:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table.mpl(x='mx', y=['mx', 'my', 'mz'])" + ] + } + ], + "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": "3.8.10" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": {}, + "version_major": 2, + "version_minor": 0 + } + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/ipynb/table-widgets.ipynb b/docs/table-widgets.ipynb similarity index 93% rename from docs/ipynb/table-widgets.ipynb rename to docs/table-widgets.ipynb index f7ef0b3..7c3ab2a 100644 --- a/docs/ipynb/table-widgets.ipynb +++ b/docs/table-widgets.ipynb @@ -21,7 +21,7 @@ "import ubermagtable as ut\n", "\n", "# Sample OOMMF .odt file\n", - "dirname = os.path.join('..', '..', 'ubermagtable', 'tests', 'test_sample')\n", + "dirname = os.path.join('..', 'ubermagtable', 'tests', 'test_sample')\n", "odtfile = os.path.join(dirname, 'oommf-new-file2.odt')\n", "\n", "table = ut.Table.fromfile(odtfile, x='t')" @@ -44,7 +44,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b1af032b16e7481fb6c14df14a5c208f", + "model_id": "348c4ac778bd4279af25ca083e0d34a0", "version_major": 2, "version_minor": 0 }, @@ -77,7 +77,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "cd68bc816f034ba4bb63d45b8484a6c0", + "model_id": "0a902569d29145febb0e8580b488900a", "version_major": 2, "version_minor": 0 }, @@ -108,7 +108,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d57d99dad6ae4160b38c94b82711a384", + "model_id": "435594b3eb794ddfb4e243cf0e24a328", "version_major": 2, "version_minor": 0 }, @@ -141,7 +141,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9668e1cb6a0f4a2ebf4f136279db0239", + "model_id": "2465e3154649491c9a276190b62dc15a", "version_major": 2, "version_minor": 0 }, @@ -172,7 +172,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0d89d1bd0e854aa3a2bc21ad3a72a5fb", + "model_id": "34f5424734b04199a60046f707618ae0", "version_major": 2, "version_minor": 0 }, @@ -205,7 +205,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "31b5b52705dd4e91a3229251f745e96f", + "model_id": "55f5c0fdd22e466c9ade31ed1288d282", "version_major": 2, "version_minor": 0 }, @@ -231,7 +231,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -245,12 +245,12 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.8.10" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { - "0d89d1bd0e854aa3a2bc21ad3a72a5fb": { + "0a902569d29145febb0e8580b488900a": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", "model_name": "SelectionRangeSliderModel", @@ -459,97 +459,22 @@ "200.0" ], "_view_name": "SelectionRangeSliderView", - "description": "mx:", + "description": "my slider", "index": [ 0, 199 ], - "layout": "IPY_MODEL_1bcac0fe2f06445c837e90cbafdbdec1", - "style": "IPY_MODEL_a23e334ba64e45e5858b3461b4cb5faa" + "layout": "IPY_MODEL_eca5eef8fc844a82ad7e135b1de3f4f7", + "style": "IPY_MODEL_f19c3ba55f31463faf8b5a59548873da" } }, - "1bcac0fe2f06445c837e90cbafdbdec1": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "state": {} - }, - "2804fbe5c6b94c23ac99407580a0927b": { + "0d5d38481b35460293fb9e6ab964b412": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", "state": {} }, - "31b5b52705dd4e91a3229251f745e96f": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "SelectMultipleModel", - "state": { - "_options_labels": [ - "E", - "E_calc_count", - "max_dmdt", - "dE/dt", - "delta_E", - "average_u", - "E_exchange", - "max_spin_ang_exchange", - "stage_max_spin_ang_exchange", - "run_max_spin_ang_exchange", - "E_dmi", - "E_uniaxialanisotropy", - "iteration", - "stage_iteration", - "stage", - "mx", - "my", - "mz", - "last_time_step" - ], - "description": "y-axis:", - "index": [ - 0, - 1, - 2, - 3, - 4, - 5, - 6, - 7, - 8, - 9, - 10, - 11, - 12, - 13, - 14, - 15, - 16, - 17, - 18 - ], - "layout": "IPY_MODEL_896e0ca5adb3478b983d702115a9c6fe", - "rows": 5, - "style": "IPY_MODEL_400b2ec270f34a70a99acdb04bcbd7de" - } - }, - "3c1da5bd64e74864b9128716357400aa": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "state": { - "description_width": "" - } - }, - "3fb66542e4354773af8db67007a08ae5": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "state": { - "description_width": "" - } - }, - "400b2ec270f34a70a99acdb04bcbd7de": { + "0fae275ca26948c0b9145748ff9237cf": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", "model_name": "DescriptionStyleModel", @@ -557,13 +482,7 @@ "description_width": "" } }, - 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