From 8385a7bb571d86f58eb98d13f10eab2dd244a218 Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Mon, 10 Nov 2025 13:40:16 -0600 Subject: [PATCH 01/11] Comp tool refactored for new output parser. --- tools/ALARAJOYWrapper/alarajoy_QA.py | 27 +-- .../alarajoy_QA_notebook.ipynb | 202 ++++++++++++++++++ 2 files changed, 204 insertions(+), 25 deletions(-) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA.py b/tools/ALARAJOYWrapper/alarajoy_QA.py index 3b5c719b..d0711014 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA.py +++ b/tools/ALARAJOYWrapper/alarajoy_QA.py @@ -157,31 +157,8 @@ def process_data( read in an ALARA output file and parse all tables and their metadata internally. Arguments: - data_source (dict or pandas.core.frame.DataFrame): ALARA output data. - If parsing directly from ALARA output files, data_source must be - formatted as a dictionary of the form: - data_source = { - Data Library 1 : path/to/output/file/for/data/library1, - Data Library 2 : path/to/output/file/for/data/library2 - } - If processing a preexisting DataFrame, then data_source is just - the DataFrame itself. - inp_datalib (str or None, optional): Data source of the selected - DataFrame. Required if processing a preexisting DataFrame; - irrelevant if parsing directly from ALARA output files. - (Defaults to None) - inp_variable (str or None, optional): Evaluated variable for the - selected DataFrame. Required if processing a preexisting - DataFrame; irrelevant if parsing directly from ALARA output files. - (Defaults to None) - inp_unit (str or None, optional): Appropriate unit for the evaluated - variable for the selected DataFrame. Required if processing a - preexisting DataFrame; irrelevant if parsing directly from ALARA - output files. - (Defaults to None) - Returns: - dfs (list of dicts): List of dictionaries containing ALARA output - DataFrames and their metadata, of the form: + df_dicts (dict or list): Single dictionary containing an ALARA output + ALARADFrame and its metadata, of the form: df_dict = { 'Data Source' : (Either 'fendl2' or 'fendl3'), 'Variable' : (Any ALARA output variable, dependent on ALARA diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index 428aabcc..84ac6bdc 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -21,7 +21,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD "execution_count": 1, +======= + "execution_count": 21, +>>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) "id": "57313772", "metadata": {}, "outputs": [], @@ -40,7 +44,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD "execution_count": 2, +======= + "execution_count": 22, +>>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) "id": "4eae0d85", "metadata": {}, "outputs": [], @@ -85,7 +93,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD "execution_count": 10, +======= + "execution_count": 23, +>>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) "id": "7bd99054", "metadata": {}, "outputs": [ @@ -265,7 +277,11 @@ "[224 rows x 7 columns]" ] }, +<<<<<<< HEAD "execution_count": 10, +======= + "execution_count": 23, +>>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) "metadata": {}, "output_type": "execute_result" } @@ -281,6 +297,192 @@ "# Example DataFrame\n", "dfs['fendl3 Number Density']['Data']" ] +<<<<<<< HEAD +======= + }, + { + "cell_type": "markdown", + "id": "e3c60f38", + "metadata": {}, + "source": [ + "**Plot for a single data source**\n", + "\n", + "Simple plot showing the top five contributors to number density from a single data source. The function `aq.plot_single_response()` can be used either singularly or comparitavely between data libraries. To plot a single data source, for the `df_dicts` parameter, include one dictionary from `dfs`, selected by the general form: `df_dicts=dfs[f'{datalib} {variable}']`" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "d5d7041b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "importlib.reload(qa)\n", + "\n", + "f3_numdens = dfs['fendl3 Number Density']\n", + "f3_numdens['Sorted/Head'] = f3_numdens['Data'].sort_values(\n", + " 'shutdown',ascending=False).head(6)\n", + "qa.plot_single_response(\n", + " f3_numdens,\n", + " data_key='Sorted/Head',\n", + " seconds=False,\n", + " head=True\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "f122193b", + "metadata": {}, + "source": [ + "**Comparitavely plot data for FENDL2 and ALARAJOY-processed FENDL3 data**\n", + "\n", + "Below are two example plots showing this comparative functionality. The first follows the above single data source number density plot, here comparing the plots for both data sets.\n", + "\n", + "The second plot focuses specifically on the number density of light gas production." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "e39f5778", + "metadata": {}, + "outputs": [], + "source": [ + "datalibs = ['fendl2', 'fendl3']\n", + "variable = 'Number Density'\n", + "gases = ['h', 'he']\n", + "\n", + "for datalib in datalibs:\n", + " lib_dict = dfs[f'{datalib} {variable}']\n", + " lib_dict['Sorted/Head'] = lib_dict['Data'].sort_values('shutdown', ascending=False).head(6)\n", + " lib_dict['Gases'] = lib_dict['Data'].filter_elements(gases)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "e0512266", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "qa.plot_single_response(\n", + " [dfs[f'fendl3 {variable}'], dfs[f'fendl2 {variable}']],\n", + " data_key='Sorted/Head'\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "662a871f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "qa.plot_single_response(\n", + " [dfs[f'fendl3 {variable}'], dfs[f'fendl2 {variable}']],\n", + " data_key='Gases'\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "b14ba10e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "variables = [\n", + " 'Number Density', 'Specific Activity', 'Total Decay Heat', 'Contact Dose'\n", + "]\n", + "\n", + "for variable in variables:\n", + " for datalib in datalibs:\n", + " lib_dict = dfs[f'{datalib} {variable}']\n", + " lib_dict['Total'] = lib_dict['Data'].sort_values('shutdown', ascending=False).head(1)\n", + "\n", + " qa.plot_single_response(\n", + " [dfs[f'fendl3 {variable}'], dfs[f'fendl2 {variable}']],\n", + " data_key='Total',\n", + " total=True,\n", + " seconds=False\n", + " )" + ] +>>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) } ], "metadata": { From b71b94c2a7dbbf7363ad284872e8fd54dcfc6d20 Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Tue, 11 Nov 2025 13:38:29 -0600 Subject: [PATCH 02/11] Returning missing markdown cell --- .../alarajoy_QA_notebook.ipynb | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index 84ac6bdc..1ed97f48 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -418,6 +418,25 @@ ")" ] }, + { + "cell_type": "markdown", + "id": "48095e5b", + "metadata": {}, + "source": [ + "**Iteratively compare total values for each variable**\n", + "\n", + "The ALARA simulations initiated by `alarajoy_QA` produce tables tracking four variables against cooling times:\n", + "\n", + "1. Number Density (atoms/kg)\n", + "2. Specific Activity (Bq/kg)\n", + "3. Total Decay Heat (W/kg)\n", + "4. Contact Dose (Sv/hr)\n", + "\n", + "In reality, specific activity, total decay heat, and contact dose are all functions of number density (as well as the particular radiological properties of the produced radionuclides), however, the inclusion of these other variables in certain plotting scenarios can nonetheless prove valuable in studying particular decay patterns, such as identifying discrepancies in particular isotopic contributions to long term activity.\n", + "\n", + "The following example plots show the comparison of the total values for each of these variables respectively at each cooling time across both of the data libraries." + ] + }, { "cell_type": "code", "execution_count": 28, From 4ecb22352af862af28eacdbbed8c15f5f00921ab Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Tue, 11 Nov 2025 13:41:54 -0600 Subject: [PATCH 03/11] Fixing df_dict description --- tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index 1ed97f48..1b0b8611 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -86,7 +86,7 @@ " run parameters),\n", " 'Unit' : (Respective unit matching the above variable),\n", " 'Data' : (DataFrame containing ALARA output data for\n", - " the given data source, variable, and unit)\n", + " the given run parameter, variable, and unit)\n", "}\n", "```" ] From edde02ee5a4eca5444ce291520d5edc07bf4c81c Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Thu, 13 Nov 2025 10:54:26 -0600 Subject: [PATCH 04/11] Adjusting after rebase. --- tools/ALARAJOYWrapper/alarajoy_QA.py | 273 ++++++++++++++---- .../alarajoy_QA_notebook.ipynb | 71 ++--- 2 files changed, 246 insertions(+), 98 deletions(-) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA.py b/tools/ALARAJOYWrapper/alarajoy_QA.py index d0711014..a0f524e2 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA.py +++ b/tools/ALARAJOYWrapper/alarajoy_QA.py @@ -1,10 +1,7 @@ import subprocess -import pandas as pd from string import Template from pathlib import Path -import sys -sys.path.append('..') -from alara_output_parser import parse_tables +import matplotlib.pyplot as plt #--------------- Running Single Parent Element Simulation(s) ----------------- @@ -112,76 +109,242 @@ def run_alara(element, libname): return output -#---------- Loading Results of Simulation(s) into a Data Structure ----------- +#------------------------ Plotting Helper Functions -------------------------- -def make_entry(datalib, variable, unit, data): +def split_label(label): ''' - Construct a dictionary entry for a single Pandas DataFrame and its - associated metadata for updating into a larger data dictionary. + Split the string of a series' label to extract the isotope being plotted + and (conditionally) the run label attached to it. The run parameter + will be present parenthetically if two runs are being plotted + comparitavely. Arguments: - datalib (str): Data source for the DataFrame (i.e. fendl2, - ALARAJOY-fendl3, etc.). - variable (str): Dependent variable evaluated in DataFrame (i.e. Number - Density, Specific Activity, etc.). - unit (str): Associated units for the above variable (i.e. atoms/kg, - Bq/kg, etc.). - data (pandas.core.frame.DataFrame): Pandas DataFrame described by - the above metadata. + label (str): Series label generated from + ax.get_legend_handles_labels(). + + Returns: + isotope (str): Isotope being plotted. + run_lbl (str): Run label of plotted isotope. Will be empty string + for single run plotting. + ''' + + if '(' in label: + parts = label.split('(') + isotope = parts[0].strip() + run_lbl = f'({parts[1].strip(')')})' + else: + isotope = label.strip() + run_lbl = '' + return isotope, run_lbl + +def reformat_isotope(isotope): + ''' + Restructure the string describing an isotope to capitalize its first + letter and place the atomic number in a superscript for cleaner + presentation in legend. Skips "isotope" entries of "total" or "Other". + Arguments: + isotope (str): Identifier of the isotope of the form element-A. + Returns: - entry (dict): Single data entry for dictionary containing potentially - multiple dataframes and associated metadata. + isotope (str): Reformatted identifier of the isotope of the form + ᴬelement. ''' - return { - f'{datalib} {variable}': { - 'Data Source': datalib, - 'Variable': variable, - 'Unit': unit, - 'Data': data - } - } - -def process_data( - data_source, - inp_datalib=None, - inp_variable=None, - inp_unit=None + if isotope == 'total' or isotope == 'Other': + return isotope + else: + element, A = isotope.split('-') + element = element.capitalize() + return f'$^{{{A}}}\\mathrm{{{element}}}$' + +def construct_legend(ax, data_comp=False): + ''' + Create a custom pyplot legend that exists outside of the grid itself and + can group like-isotopes together from compared data sets for clarity. + + Arguments: + ax (matplotlib.axes._axes.Axes): Matplotlib axis object of the plot + being constructed. + data_comp (bool, optional): Boolean setting for comparison between two + data sets. + (Defaults to False) + + Returns: + None + ''' + + handles, labels = ax.get_legend_handles_labels() + labels_sorted_with_handles = sorted( + zip(labels, handles), + key=lambda x: ( + split_label(x[0]) if data_comp else (split_label(x[0])[0], x[0]) + ) + ) + + grouped_handles = [] + grouped_labels = [] + prev_isotope = None + + for lbl, h in labels_sorted_with_handles: + isotope, datalib = split_label(lbl) + isotope = reformat_isotope(isotope) + + if prev_isotope is not None and isotope != prev_isotope: + grouped_handles.append(plt.Line2D([], [], linestyle='')) + grouped_labels.append('――――――') + grouped_handles.append(h) + grouped_labels.append(f'{isotope} {datalib}') + prev_isotope = isotope + + ax.legend( + grouped_handles, + grouped_labels, + loc='center left', + bbox_to_anchor=(1.025, 0.5), + borderaxespad=0., + fontsize='small', + handlelength=1.5, + handletextpad=0.5, + ) + +#---------------------------- Plotting functions ----------------------------- + +def plot_single_response( + df_dicts, + data_key = 'Data', + sort_by_time='shutdown', + head=None, + total=False, + yscale='log', + relative=False, + seconds=True ): ''' - Flexibly create a dictionary of subdictionaries containing Pandas - DataFrames with associated metadata containing ALARA output data for - different variables. Allows for processing of either existing - DataFrames, with the requirement that the user provide the relevant - data source, evaulated variable, and its relevant units to be packaged - into a data dictionary. Alternatively, this function can directly - read in an ALARA output file and parse all tables and their metadata - internally. + Create a simple x-y plot of a given variable tracked in an ALARA output + table (as stored in an ALARADFrame) against a log timescale. Options + for plotting a single run, as well as two runs against each other. + Plot will contain unique lines for the isotopes represented in the + data, with options to show only certain elements and/or only the + largest contributors at a given cooling time. Additionally, the + cumulative total values across all isotopes can be plotted separately + from individual isotopic data using the combination of the parameters: + total=True, head=1. + Arguments: df_dicts (dict or list): Single dictionary containing an ALARA output ALARADFrame and its metadata, of the form: df_dict = { - 'Data Source' : (Either 'fendl2' or 'fendl3'), + 'Run Label' : (Distinguisher between runs), 'Variable' : (Any ALARA output variable, dependent on ALARA run parameters), 'Unit' : (Respective unit matching the above variable), - 'Data' : (DataFrame containing ALARA output data for - the given data source, variable, and unit) + 'Data' : (ALARADFrame containing ALARA output data for + the given run parameter, variable, and unit) } + Alternatively, if comparing two ALARA runs, df_dicts can be a list + of dictionaries of the above form. + total (bool, optional): Option to include the cumulative total + contribution from all isotopes towards the select variable in the + plot. If total=True, the total array will be treated equivalently + to any of the other isotopes and will be plotted alongside them. + If total=True and head=1, only the total will be plotted. + (Defaults to False) + element (str or list, optional): Option to plot only the isotopes of a + single element or list of selected elements. If left blank, all + elements in the original ALARADFrame will remain present. + (Defaults to '') + sort_by_time (str, optional): Option to sort the ALARADFrame by the + data in a particular time column. + (Defaults to 'shutdown') + head (int or None, optional): Option to truncate the ALARADFrame to a + particular number of rows. + (Defaults to None) + relative (bool, optional): Option to plot relative values with respect + to totals at each cooling time. + (Defaults to False) + seconds (bool, optional): Option to convert cooling times from + years to seconds. + (Defaults to True) + + Returns: + None ''' - dfs = {} + data_comp = True + fig, ax = plt.subplots(figsize=(10,6)) + + # Single run -- Data provided as dict or ALARADFrame + if not isinstance(df_dicts, list): + df_dicts = [df_dicts] + data_comp = False + + # Preprocess data to user specifications + all_labels = set() + all_data = [] + for df_dict in df_dicts: + adf = df_dict[data_key] + times = adf.process_time_vals(seconds=seconds) + adf = adf.T + for col in adf.columns: + label_text = f"{adf[col].iloc[0]}" + all_labels.add(label_text) + + all_data.append((df_dict, adf, times)) - if type(data_source) == pd.core.frame.DataFrame: - dfs.update( - make_entry(inp_datalib, inp_variable, inp_unit, data_source) + labels_sorted = sorted(all_labels) + + cmap = plt.cm.get_cmap('Dark2') + color_map = {lbl: cmap(i % cmap.N) for i, lbl in enumerate(labels_sorted)} + + line_styles = ['-', ':'] + + # Plot data + for i, (df_dict, adf, times) in enumerate(all_data): + linestyle = line_styles[i % len(line_styles)] + for col in adf.columns: + label_text = f"{adf[col].iloc[0]}" + if not total and label_text == 'total': + continue + color = color_map[label_text] + label = label_text + if data_comp: + label = f"{label_text} ({df_dict['Run Label']})" + + ax.plot( + times, + list(adf[col])[1:], + label=label, + color=color, + linestyle=linestyle, + ) + + # Titles and labels, according to user specifications + title_suffix = (f'{df_dicts[0]['Variable']} vs Cooling Time ') + + if relative: + title_suffix += 'Relative to Total at Each Cooling Time ' + + if head: + title_suffix += ( + f'\n(ALARADFrame Head Sorted by Values at {sort_by_time})' + ) + + if data_comp: + title_prefix = ( + f'{df_dicts[0]['Run Label']}, {df_dicts[1]['Run Label']} ' + 'Comparison: \n' ) - return dfs + else: + title_prefix = f'{df_dict['Run Label']}: ' + + ax.set_title(title_prefix + title_suffix) + if not relative: + ax.set_ylabel(f'{df_dict['Variable']} [{df_dict['Unit']}]') + ax.set_xlabel(f'Time ({'s' if seconds else 'y'})') + ax.set_xscale('log') + ax.set_yscale(yscale) - for datalib, output_path in data_source.items(): - output_tables = parse_tables(output_path) - for key, data in output_tables.items(): - variable_w_unit, _ = key.split(' - ') - variable, unit = variable_w_unit.split(' [') - dfs.update(make_entry(datalib, variable, unit.strip(']'), data)) + construct_legend(ax, data_comp) - return dfs \ No newline at end of file + ax.grid(True) + plt.tight_layout(rect=[0, 0, 0.85, 1]) + plt.show() \ No newline at end of file diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index 1b0b8611..79f991e8 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -21,16 +21,15 @@ }, { "cell_type": "code", -<<<<<<< HEAD "execution_count": 1, -======= - "execution_count": 21, ->>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) "id": "57313772", "metadata": {}, "outputs": [], "source": [ "import alarajoy_QA as qa\n", + "import sys\n", + "sys.path.append('..')\n", + "import alara_output_processing as aop\n", "import importlib" ] }, @@ -44,28 +43,24 @@ }, { "cell_type": "code", -<<<<<<< HEAD "execution_count": 2, -======= - "execution_count": 22, ->>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) "id": "4eae0d85", "metadata": {}, "outputs": [], "source": [ "importlib.reload(qa)\n", - "data_soure = {\n", + "data_source = {\n", " 'fendl2' : '/groupspace/shared/n/nukecode/ALARA/data/fendl2bin', # Example path\n", " 'fendl3' : '../../examples/data/fendl3' # Example path\n", "}\n", "\n", "element = input('Select single parent element to evaluate: ').lower()\n", "\n", - "for libname, binary in data_soure.items():\n", + "for libname, binary in data_source.items():\n", " alara_input = qa.fill_alara_template(element, binary)\n", " qa.write_alara_input_file(alara_input)\n", " output = qa.run_alara(element,libname)\n", - " data_soure[libname] = output" + " data_source[libname] = output" ] }, { @@ -73,15 +68,15 @@ "id": "20ac9949", "metadata": {}, "source": [ - "**Convert ALARA output files to DataFrames**\n", + "**Convert ALARA output files to Specialized ALARA DataFrames (ALARADFrames)**\n", "\n", - "Store dataframes with each table's metadata into a nested dictionary for all tables in both simulations.\n", + "Store ALARADFrames with each table's metadata into a nested dictionary for all tables in both simulations.\n", "\n", "This nested dictionary is of the form:\n", "\n", "```\n", "df_dict = {\n", - " 'Data Source' : (Either 'fendl2' or 'fendl3'),\n", + " 'Run Label' : (Distinguisher between runs),\n", " 'Variable' : (Any ALARA output variable, dependent on ALARA\n", " run parameters),\n", " 'Unit' : (Respective unit matching the above variable),\n", @@ -93,11 +88,7 @@ }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 10, -======= - "execution_count": 23, ->>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) + "execution_count": 3, "id": "7bd99054", "metadata": {}, "outputs": [ @@ -277,28 +268,23 @@ "[224 rows x 7 columns]" ] }, -<<<<<<< HEAD - "execution_count": 10, -======= - "execution_count": 23, ->>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dfs = qa.process_data(data_soure)\n", + "importlib.reload(aop)\n", + "adfs = aop.DataLibrary.make_entries(data_source)\n", "\n", - "key_list = list(dfs.keys())\n", - "arbitrary_df = dfs[key_list[0]]['Data'] # 0 arbitrarily chosen as key_list index\n", + "key_list = list(adfs.keys())\n", + "arbitrary_df = adfs[key_list[0]]['Data'] # 0 arbitrarily chosen as key_list index\n", "df_time_cols = arbitrary_df.columns[1:] # All dfs have same time cols; any index valid\n", "times = list(df_time_cols)\n", "\n", "# Example DataFrame\n", - "dfs['fendl3 Number Density']['Data']" + "adfs['fendl3 Number Density']['Data']" ] -<<<<<<< HEAD -======= }, { "cell_type": "markdown", @@ -307,12 +293,12 @@ "source": [ "**Plot for a single data source**\n", "\n", - "Simple plot showing the top five contributors to number density from a single data source. The function `aq.plot_single_response()` can be used either singularly or comparitavely between data libraries. To plot a single data source, for the `df_dicts` parameter, include one dictionary from `dfs`, selected by the general form: `df_dicts=dfs[f'{datalib} {variable}']`" + "Simple plot showing the top five contributors to number density from a single data source. The function `aq.plot_single_response()` can be used either singularly or comparitavely between data libraries. To plot a single data source, for the `df_dicts` parameter, include one dictionary from `adfs`, selected by the general form: `df_dicts = adfs[f'{datalib} {variable}']`" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 4, "id": "d5d7041b", "metadata": {}, "outputs": [ @@ -330,7 +316,7 @@ "source": [ "importlib.reload(qa)\n", "\n", - "f3_numdens = dfs['fendl3 Number Density']\n", + "f3_numdens = adfs['fendl3 Number Density']\n", "f3_numdens['Sorted/Head'] = f3_numdens['Data'].sort_values(\n", " 'shutdown',ascending=False).head(6)\n", "qa.plot_single_response(\n", @@ -355,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 5, "id": "e39f5778", "metadata": {}, "outputs": [], @@ -365,14 +351,14 @@ "gases = ['h', 'he']\n", "\n", "for datalib in datalibs:\n", - " lib_dict = dfs[f'{datalib} {variable}']\n", + " lib_dict = adfs[f'{datalib} {variable}']\n", " lib_dict['Sorted/Head'] = lib_dict['Data'].sort_values('shutdown', ascending=False).head(6)\n", " lib_dict['Gases'] = lib_dict['Data'].filter_elements(gases)" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 6, "id": "e0512266", "metadata": {}, "outputs": [ @@ -389,14 +375,14 @@ ], "source": [ "qa.plot_single_response(\n", - " [dfs[f'fendl3 {variable}'], dfs[f'fendl2 {variable}']],\n", + " [adfs[f'fendl3 {variable}'], adfs[f'fendl2 {variable}']],\n", " data_key='Sorted/Head'\n", ")" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 7, "id": "662a871f", "metadata": {}, "outputs": [ @@ -413,7 +399,7 @@ ], "source": [ "qa.plot_single_response(\n", - " [dfs[f'fendl3 {variable}'], dfs[f'fendl2 {variable}']],\n", + " [adfs[f'fendl3 {variable}'], adfs[f'fendl2 {variable}']],\n", " data_key='Gases'\n", ")" ] @@ -439,7 +425,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 8, "id": "b14ba10e", "metadata": {}, "outputs": [ @@ -491,17 +477,16 @@ "\n", "for variable in variables:\n", " for datalib in datalibs:\n", - " lib_dict = dfs[f'{datalib} {variable}']\n", + " lib_dict = adfs[f'{datalib} {variable}']\n", " lib_dict['Total'] = lib_dict['Data'].sort_values('shutdown', ascending=False).head(1)\n", "\n", " qa.plot_single_response(\n", - " [dfs[f'fendl3 {variable}'], dfs[f'fendl2 {variable}']],\n", + " [adfs[f'fendl3 {variable}'], adfs[f'fendl2 {variable}']],\n", " data_key='Total',\n", " total=True,\n", " seconds=False\n", " )" ] ->>>>>>> 0a3d6bf (Comp tool refactored for new output parser.) } ], "metadata": { From bd9e12c8dc8f4389b825fe61c0e9fefa4c3ec457 Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Thu, 13 Nov 2025 11:35:12 -0600 Subject: [PATCH 05/11] Responding to requested changes. --- tools/ALARAJOYWrapper/alarajoy_QA.py | 118 ++++++++++++------ .../alarajoy_QA_notebook.ipynb | 18 +-- 2 files changed, 90 insertions(+), 46 deletions(-) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA.py b/tools/ALARAJOYWrapper/alarajoy_QA.py index a0f524e2..1e3ba7e4 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA.py +++ b/tools/ALARAJOYWrapper/alarajoy_QA.py @@ -111,6 +111,61 @@ def run_alara(element, libname): #------------------------ Plotting Helper Functions -------------------------- +def preprocess_data(df_dicts, data_key='Data', seconds=True): + ''' + Extract all of the ALARADFrames from df_dicts, their (shared) time + columns and store them in a list of tuples for each plot to be + produced. Additionally, for each plot, establish a corresponding + colormap. + + Arguments: + df_dicts (dict or list): Single dictionary containing an ALARA output + ALARADFrame and its metadata, of the form: + df_dict = { + 'Run Label' : (Distinguisher between runs), + 'Variable' : (Any ALARA output variable, dependent on ALARA + run parameters), + 'Unit' : (Respective unit matching the above variable), + 'Data' : (ALARADFrame containing ALARA output data for + the given run parameter, variable, and unit) + } + data_key (str, optional): Keyword for df_dicts to direct to the + desired ALARADFrame to source the plot's data. + (Defaults to 'Data') + seconds (bool, optional): Option to convert cooling times from + years to seconds. + (Defaults to True) + + Returns: + all_data (list of tuples): A list of all relevant data for each table + to be plotted including: + df_dict (dict): Single dictionary from list of dictionaries in + input df_dicts. + adf (alara_output_processing.ALARADFrame): Specialized ALARA + output DataFrame containing the extracted tabular data for + a single variable and interval/zone of an ALARA run. + times (list of floats): Cooling times (columns of adf). + ''' + + all_labels = set() + all_data = [] + for df_dict in df_dicts: + adf = df_dict[data_key] + times = adf.process_time_vals(seconds=seconds) + adf = adf.T + for col in adf.columns: + label_text = f"{adf[col].iloc[0]}" + all_labels.add(label_text) + + all_data.append((df_dict, adf, times)) + + labels_sorted = sorted(all_labels) + + cmap = plt.cm.get_cmap('Dark2') + color_map = {lbl: cmap(i % cmap.N) for i, lbl in enumerate(labels_sorted)} + + return all_data, color_map + def split_label(label): ''' Split the string of a series' label to extract the isotope being plotted @@ -154,7 +209,7 @@ def reformat_isotope(isotope): else: element, A = isotope.split('-') element = element.capitalize() - return f'$^{{{A}}}\\mathrm{{{element}}}$' + return f'$^{{{A}}}${element}' def construct_legend(ax, data_comp=False): ''' @@ -242,22 +297,23 @@ def plot_single_response( } Alternatively, if comparing two ALARA runs, df_dicts can be a list of dictionaries of the above form. - total (bool, optional): Option to include the cumulative total - contribution from all isotopes towards the select variable in the - plot. If total=True, the total array will be treated equivalently - to any of the other isotopes and will be plotted alongside them. - If total=True and head=1, only the total will be plotted. - (Defaults to False) - element (str or list, optional): Option to plot only the isotopes of a - single element or list of selected elements. If left blank, all - elements in the original ALARADFrame will remain present. - (Defaults to '') + data_key (str, optional): Keyword for df_dicts to direct to the + desired ALARADFrame to source the plot's data. + (Defaults to 'Data') sort_by_time (str, optional): Option to sort the ALARADFrame by the data in a particular time column. (Defaults to 'shutdown') head (int or None, optional): Option to truncate the ALARADFrame to a particular number of rows. (Defaults to None) + total (bool, optional): Option to include the cumulative total + contribution from all isotopes towards the select variable in the + plot. If total=True, the total array will be treated equivalently + to any of the other isotopes and will be plotted alongside them. + If total=True and head=1, only the total will be plotted. + (Defaults to False) + yscale (str, optional): Matplotlib.pyplot yscale setting. + (Defaults to 'log') relative (bool, optional): Option to plot relative values with respect to totals at each cooling time. (Defaults to False) @@ -277,24 +333,9 @@ def plot_single_response( df_dicts = [df_dicts] data_comp = False - # Preprocess data to user specifications - all_labels = set() - all_data = [] - for df_dict in df_dicts: - adf = df_dict[data_key] - times = adf.process_time_vals(seconds=seconds) - adf = adf.T - for col in adf.columns: - label_text = f"{adf[col].iloc[0]}" - all_labels.add(label_text) - - all_data.append((df_dict, adf, times)) - - labels_sorted = sorted(all_labels) - - cmap = plt.cm.get_cmap('Dark2') - color_map = {lbl: cmap(i % cmap.N) for i, lbl in enumerate(labels_sorted)} - + all_data, color_map = preprocess_data( + df_dicts, data_key=data_key, seconds=seconds + ) line_styles = ['-', ':'] # Plot data @@ -304,17 +345,17 @@ def plot_single_response( label_text = f"{adf[col].iloc[0]}" if not total and label_text == 'total': continue - color = color_map[label_text] - label = label_text + + label_suffix = '' if data_comp: - label = f"{label_text} ({df_dict['Run Label']})" + label_suffix = f' ({df_dict['Run Label']})' ax.plot( times, list(adf[col])[1:], - label=label, - color=color, - linestyle=linestyle, + label=label_text + label_suffix, + color=color_map[label_text], + linestyle=linestyle ) # Titles and labels, according to user specifications @@ -322,6 +363,7 @@ def plot_single_response( if relative: title_suffix += 'Relative to Total at Each Cooling Time ' + yscale = 'linear' if head: title_suffix += ( @@ -337,8 +379,10 @@ def plot_single_response( title_prefix = f'{df_dict['Run Label']}: ' ax.set_title(title_prefix + title_suffix) - if not relative: - ax.set_ylabel(f'{df_dict['Variable']} [{df_dict['Unit']}]') + ax.set_ylabel( + f'Proportion of Total {df_dict['Variable']}' if relative + else f'{df_dict['Variable']} [{df_dict['Unit']}]' + ) ax.set_xlabel(f'Time ({'s' if seconds else 'y'})') ax.set_xscale('log') ax.set_yscale(yscale) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index 79f991e8..ab3099ca 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 25, "id": "57313772", "metadata": {}, "outputs": [], @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 26, "id": "4eae0d85", "metadata": {}, "outputs": [], @@ -88,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 27, "id": "7bd99054", "metadata": {}, "outputs": [ @@ -268,7 +268,7 @@ "[224 rows x 7 columns]" ] }, - "execution_count": 3, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -298,7 +298,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 28, "id": "d5d7041b", "metadata": {}, "outputs": [ @@ -341,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 29, "id": "e39f5778", "metadata": {}, "outputs": [], @@ -358,7 +358,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 30, "id": "e0512266", "metadata": {}, "outputs": [ @@ -382,7 +382,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 33, "id": "662a871f", "metadata": {}, "outputs": [ @@ -425,7 +425,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 34, "id": "b14ba10e", "metadata": {}, "outputs": [ From 7bf9c5d3a839aa0fcbd831ee1c0b896b92138b76 Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Thu, 13 Nov 2025 15:49:44 -0600 Subject: [PATCH 06/11] Separating out plotting functions, ALARA Python runs, QA --- .../alarajoy_QA_notebook.ipynb | 45 ++++--- tools/ALARAJOYWrapper/pyalara.py | 110 ++++++++++++++++++ .../alara_output_plotting.py} | 109 ----------------- 3 files changed, 131 insertions(+), 133 deletions(-) create mode 100644 tools/ALARAJOYWrapper/pyalara.py rename tools/{ALARAJOYWrapper/alarajoy_QA.py => alara_output_processing/alara_output_plotting.py} (77%) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index ab3099ca..877e3d8e 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -21,15 +21,16 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 8, "id": "57313772", "metadata": {}, "outputs": [], "source": [ - "import alarajoy_QA as qa\n", + "from pyalara import fill_alara_template, write_alara_input_file, run_alara\n", "import sys\n", - "sys.path.append('..')\n", - "import alara_output_processing as aop\n", + "sys.path.append('../alara_output_processing')\n", + "from alara_output_processing import DataLibrary\n", + "import alara_output_plotting as aop\n", "import importlib" ] }, @@ -43,12 +44,11 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 9, "id": "4eae0d85", "metadata": {}, "outputs": [], "source": [ - "importlib.reload(qa)\n", "data_source = {\n", " 'fendl2' : '/groupspace/shared/n/nukecode/ALARA/data/fendl2bin', # Example path\n", " 'fendl3' : '../../examples/data/fendl3' # Example path\n", @@ -57,9 +57,9 @@ "element = input('Select single parent element to evaluate: ').lower()\n", "\n", "for libname, binary in data_source.items():\n", - " alara_input = qa.fill_alara_template(element, binary)\n", - " qa.write_alara_input_file(alara_input)\n", - " output = qa.run_alara(element,libname)\n", + " alara_input = fill_alara_template(element, binary)\n", + " write_alara_input_file(alara_input)\n", + " output = run_alara(element,libname)\n", " data_source[libname] = output" ] }, @@ -88,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 10, "id": "7bd99054", "metadata": {}, "outputs": [ @@ -268,14 +268,13 @@ "[224 rows x 7 columns]" ] }, - "execution_count": 27, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "importlib.reload(aop)\n", - "adfs = aop.DataLibrary.make_entries(data_source)\n", + "adfs = DataLibrary.make_entries(data_source)\n", "\n", "key_list = list(adfs.keys())\n", "arbitrary_df = adfs[key_list[0]]['Data'] # 0 arbitrarily chosen as key_list index\n", @@ -298,7 +297,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 11, "id": "d5d7041b", "metadata": {}, "outputs": [ @@ -314,12 +313,10 @@ } ], "source": [ - "importlib.reload(qa)\n", - "\n", "f3_numdens = adfs['fendl3 Number Density']\n", "f3_numdens['Sorted/Head'] = f3_numdens['Data'].sort_values(\n", " 'shutdown',ascending=False).head(6)\n", - "qa.plot_single_response(\n", + "aop.plot_single_response(\n", " f3_numdens,\n", " data_key='Sorted/Head',\n", " seconds=False,\n", @@ -341,7 +338,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 12, "id": "e39f5778", "metadata": {}, "outputs": [], @@ -358,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 13, "id": "e0512266", "metadata": {}, "outputs": [ @@ -374,7 +371,7 @@ } ], "source": [ - "qa.plot_single_response(\n", + "aop.plot_single_response(\n", " [adfs[f'fendl3 {variable}'], adfs[f'fendl2 {variable}']],\n", " data_key='Sorted/Head'\n", ")" @@ -382,7 +379,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 14, "id": "662a871f", "metadata": {}, "outputs": [ @@ -398,7 +395,7 @@ } ], "source": [ - "qa.plot_single_response(\n", + "aop.plot_single_response(\n", " [adfs[f'fendl3 {variable}'], adfs[f'fendl2 {variable}']],\n", " data_key='Gases'\n", ")" @@ -425,7 +422,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 15, "id": "b14ba10e", "metadata": {}, "outputs": [ @@ -480,7 +477,7 @@ " lib_dict = adfs[f'{datalib} {variable}']\n", " lib_dict['Total'] = lib_dict['Data'].sort_values('shutdown', ascending=False).head(1)\n", "\n", - " qa.plot_single_response(\n", + " aop.plot_single_response(\n", " [adfs[f'fendl3 {variable}'], adfs[f'fendl2 {variable}']],\n", " data_key='Total',\n", " total=True,\n", diff --git a/tools/ALARAJOYWrapper/pyalara.py b/tools/ALARAJOYWrapper/pyalara.py new file mode 100644 index 00000000..cda7823b --- /dev/null +++ b/tools/ALARAJOYWrapper/pyalara.py @@ -0,0 +1,110 @@ +import subprocess +from string import Template +from pathlib import Path +import matplotlib.pyplot as plt + +#--------------- Running Single Parent Element Simulation(s) ----------------- + +INPUT = 'alara.inp' + +# Adapted from ALARA/examples/singleElement.ala +alara_input = Template( +''' +geometry rectangular +dimension x + 0.0 + 1 5.0 +end +mat_loading + inner_zone1 mix1 +end +material_lib ../../data/matlib.sample +element_lib ../../data/nuclib.std +data_library alaralib $datalib +mixture mix1 + element $element 1.0 1.00 +end +flux flux_1 ../../examples/ref_flux_files/fluxfnsfIBfw_518MW.txt 1.0 0 default +schedule 2_year + 2 y flux_1 steady_state 0 s +end +pulsehistory steady_state + 1 0 s +end +dump_file dump_singleElement +cooling + 1e-5 y + 1e-2 y + 1 y + 100 y + 10000 y +end +output interval + units Bq kg + number_density + specific_activity + total_heat + dose contact $datalib ../../data/ANS6_4_3 +end +## +truncation 1e-7 +''' +) + +def fill_alara_template(element, datalib): + ''' + Substitute in the specific single parent element and path to a + pre-converted ALARA binary library, such as that for either FENDL2 or + ALARAJOY-processed FENDL3, to a template containing a generalized + ALARA input file text for a simple single parent element simulation. + Arguments: + element (str): Single parent element to be irradiated. + datalib (str): Path to the binary library. + + Returns: + alara_input (str): String template with appropriate variables + substituted in for Template identifiers. + ''' + + return alara_input.substitute(element=element, datalib=datalib) + +def write_alara_input_file(template): + ''' + Write out the ALARA input card from the prefilled template. + Arguments: + template (str): String template with appropriate variables substituted + in for Template identifiers. + Returns: + None + ''' + + with open(INPUT, 'w') as f: + f.write(template) + +def run_alara(element, libname): + ''' + Invoke subprocess.run() to run ALARA for the single parent element + irradiation simulation. Specify destination for ALARA tree file and + capture stdout to an output file to be read by + alara_pandas_parser.parse_tables(). + Arguments: + element (str): Single parent element to be irradiated. + libname (str): Name of the source data library (i.e. fendl2, fendl3, + etc.) + Returns: + output (str): Path to the ALARA redirected ALARA stdout formatted as a + text file. + ''' + + filename_base = f'{element}_{libname}' + output = f'{filename_base}.out' + Path(output).unlink(missing_ok=True) + with open(output, 'w') as outfile: + subprocess.run( + ['alara', '-t', f'{filename_base}.tree', '-v', '3', INPUT], + stdout=outfile, + stderr=subprocess.STDOUT, + check=True + ) + + return output \ No newline at end of file diff --git a/tools/ALARAJOYWrapper/alarajoy_QA.py b/tools/alara_output_processing/alara_output_plotting.py similarity index 77% rename from tools/ALARAJOYWrapper/alarajoy_QA.py rename to tools/alara_output_processing/alara_output_plotting.py index 1e3ba7e4..3dc89849 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA.py +++ b/tools/alara_output_processing/alara_output_plotting.py @@ -1,114 +1,5 @@ -import subprocess -from string import Template -from pathlib import Path import matplotlib.pyplot as plt -#--------------- Running Single Parent Element Simulation(s) ----------------- - -INPUT = 'alara.inp' - -# Adapted from ALARA/examples/singleElement.ala -alara_input = Template( -''' -geometry rectangular -dimension x - 0.0 - 1 5.0 -end -mat_loading - inner_zone1 mix1 -end -material_lib ../../data/matlib.sample -element_lib ../../data/nuclib.std -data_library alaralib $datalib -mixture mix1 - element $element 1.0 1.00 -end -flux flux_1 ../../examples/ref_flux_files/fluxfnsfIBfw_518MW.txt 1.0 0 default -schedule 2_year - 2 y flux_1 steady_state 0 s -end -pulsehistory steady_state - 1 0 s -end -dump_file dump_singleElement -cooling - 1e-5 y - 1e-2 y - 1 y - 100 y - 10000 y -end -output interval - units Bq kg - number_density - specific_activity - total_heat - dose contact $datalib ../../data/ANS6_4_3 -end -## -truncation 1e-7 -''' -) - -def fill_alara_template(element, datalib): - ''' - Substitute in the specific single parent element and path to a - pre-converted ALARA binary library, such as that for either FENDL2 or - ALARAJOY-processed FENDL3, to a template containing a generalized - ALARA input file text for a simple single parent element simulation. - Arguments: - element (str): Single parent element to be irradiated. - datalib (str): Path to the binary library. - - Returns: - alara_input (str): String template with appropriate variables - substituted in for Template identifiers. - ''' - - return alara_input.substitute(element=element, datalib=datalib) - -def write_alara_input_file(template): - ''' - Write out the ALARA input card from the prefilled template. - Arguments: - template (str): String template with appropriate variables substituted - in for Template identifiers. - Returns: - None - ''' - - with open(INPUT, 'w') as f: - f.write(template) - -def run_alara(element, libname): - ''' - Invoke subprocess.run() to run ALARA for the single parent element - irradiation simulation. Specify destination for ALARA tree file and - capture stdout to an output file to be read by - alara_pandas_parser.parse_tables(). - Arguments: - element (str): Single parent element to be irradiated. - libname (str): Name of the source data library (i.e. fendl2, fendl3, - etc.) - Returns: - output (str): Path to the ALARA redirected ALARA stdout formatted as a - text file. - ''' - - filename_base = f'{element}_{libname}' - output = f'{filename_base}.out' - Path(output).unlink(missing_ok=True) - with open(output, 'w') as outfile: - subprocess.run( - ['alara', '-t', f'{filename_base}.tree', '-v', '3', INPUT], - stdout=outfile, - stderr=subprocess.STDOUT, - check=True - ) - - return output - #------------------------ Plotting Helper Functions -------------------------- def preprocess_data(df_dicts, data_key='Data', seconds=True): From d1aa0128b5fb0ffd5a62c8c57a4813703de37755 Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Tue, 25 Nov 2025 15:08:47 -0600 Subject: [PATCH 07/11] Updating for changes made to alara_output_processing --- .../alarajoy_QA_notebook.ipynb | 389 +++++++++--------- .../alara_output_plotting.py | 270 +++++++----- 2 files changed, 356 insertions(+), 303 deletions(-) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index 877e3d8e..cbadaefa 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -21,17 +21,19 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "id": "57313772", "metadata": {}, "outputs": [], "source": [ "from pyalara import fill_alara_template, write_alara_input_file, run_alara\n", + "import alara_output_processing as aop\n", + "import importlib\n", + "\n", "import sys\n", "sys.path.append('../alara_output_processing')\n", - "from alara_output_processing import DataLibrary\n", - "import alara_output_plotting as aop\n", - "import importlib" + "\n", + "import alara_output_plotting as alaraplot\n" ] }, { @@ -44,10 +46,21 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 2, "id": "4eae0d85", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "{'fendl2': 'fe_fendl2.out', 'fendl3': 'fe_fendl3.out'}" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data_source = {\n", " 'fendl2' : '/groupspace/shared/n/nukecode/ALARA/data/fendl2bin', # Example path\n", @@ -60,7 +73,8 @@ " alara_input = fill_alara_template(element, binary)\n", " write_alara_input_file(alara_input)\n", " output = run_alara(element,libname)\n", - " data_source[libname] = output" + " data_source[libname] = output\n", + "data_source" ] }, { @@ -68,27 +82,28 @@ "id": "20ac9949", "metadata": {}, "source": [ - "**Convert ALARA output files to Specialized ALARA DataFrames (ALARADFrames)**\n", + "**Convert ALARA output files to Specialized ALARA DataFrame (ALARADFrame)**\n", "\n", - "Store ALARADFrames with each table's metadata into a nested dictionary for all tables in both simulations.\n", - "\n", - "This nested dictionary is of the form:\n", + "Store all tabular data from both runs' output files into a single ALARADFrame of the form:\n", "\n", "```\n", - "df_dict = {\n", - " 'Run Label' : (Distinguisher between runs),\n", - " 'Variable' : (Any ALARA output variable, dependent on ALARA\n", - " run parameters),\n", - " 'Unit' : (Respective unit matching the above variable),\n", - " 'Data' : (DataFrame containing ALARA output data for\n", - " the given run parameter, variable, and unit)\n", - "}\n", + "{\n", + " 'time' : Cooling time of data entry,\n", + " 'time_unit' : Units for cooling times,\n", + " 'nuclide' : Individual nuclide,\n", + " 'run_lbl' : Distinguisher between runs,\n", + " 'block' : ALARADFrame block integer enumerator,\n", + " 'block_num' : Geometric position of block,\n", + " 'variable' : ALARADFrame variable integer enumerator,\n", + " 'var_unit' : Unit for corresponding variable,\n", + " 'value' : Float value for the corresponding variable\n", + "} \n", "```" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "id": "7bd99054", "metadata": {}, "outputs": [ @@ -113,65 +128,71 @@ " \n", " \n", " \n", - " isotope\n", - " shutdown\n", - " 1e-05y\n", - " 0.01y\n", - " 1y\n", - " 100y\n", - " 10000y\n", + " time\n", + " nuclide\n", + " run_lbl\n", + " block\n", + " block_num\n", + " variable\n", + " unit\n", + " value\n", " \n", " \n", " \n", " \n", " 0\n", + " 0.000000e+00\n", " h-1\n", - " 1.170900e+22\n", - " 1.170900e+22\n", - " 1.170900e+22\n", - " 1.170900e+22\n", - " 1.170900e+22\n", - " 1.170900e+22\n", + " fendl2\n", + " 0\n", + " 1\n", + " 0\n", + " atoms/kg\n", + " 1.176100e+22\n", " \n", " \n", " 1\n", - " h-2\n", - " 2.823400e+20\n", - " 2.823400e+20\n", - " 2.823400e+20\n", - " 2.823400e+20\n", - " 2.823400e+20\n", - " 2.823400e+20\n", + " 3.153600e+02\n", + " h-1\n", + " fendl2\n", + " 0\n", + " 1\n", + " 0\n", + " atoms/kg\n", + " 1.176100e+22\n", " \n", " \n", " 2\n", - " h-3\n", - " 1.620800e+17\n", - " 1.620800e+17\n", - " 1.619800e+17\n", - " 1.532500e+17\n", - " 5.979000e+14\n", - " 0.000000e+00\n", + " 3.153600e+05\n", + " h-1\n", + " fendl2\n", + " 0\n", + " 1\n", + " 0\n", + " atoms/kg\n", + " 1.176100e+22\n", " \n", " \n", " 3\n", - " he-3\n", - " 1.086300e+16\n", - " 1.086300e+16\n", - " 1.095400e+16\n", - " 1.969300e+16\n", - " 1.723400e+17\n", - " 1.729400e+17\n", + " 3.153600e+07\n", + " h-1\n", + " fendl2\n", + " 0\n", + " 1\n", + " 0\n", + " atoms/kg\n", + " 1.176100e+22\n", " \n", " \n", " 4\n", - " he-4\n", - " 2.652700e+21\n", - " 2.652700e+21\n", - " 2.652700e+21\n", - " 2.652700e+21\n", - " 2.652700e+21\n", - " 2.652700e+21\n", + " 3.153600e+09\n", + " h-1\n", + " fendl2\n", + " 0\n", + " 1\n", + " 0\n", + " atoms/kg\n", + " 1.176100e+22\n", " \n", " \n", " ...\n", @@ -182,107 +203,107 @@ " ...\n", " ...\n", " ...\n", + " ...\n", " \n", " \n", - " 219\n", - " fe-58r\n", - " 1.241400e+18\n", - " 1.241400e+18\n", - " 1.241400e+18\n", - " 1.241400e+18\n", - " 1.241400e+18\n", - " 1.241400e+18\n", + " 1675\n", + " 3.153600e+02\n", + " total\n", + " fendl3\n", + " 0\n", + " 1\n", + " 6\n", + " Sv/hr\n", + " 4.619700e+04\n", " \n", " \n", - " 220\n", - " fe-58s\n", - " 1.627600e+18\n", - " 1.627600e+18\n", - " 1.627600e+18\n", - " 1.627600e+18\n", - " 1.627600e+18\n", - " 1.627600e+18\n", + " 1676\n", + " 3.153600e+05\n", + " total\n", + " fendl3\n", + " 0\n", + " 1\n", + " 6\n", + " Sv/hr\n", + " 3.624700e+03\n", " \n", " \n", - " 221\n", - " fe-58t\n", - " 4.993900e+17\n", - " 4.993900e+17\n", - " 4.993900e+17\n", - " 4.993900e+17\n", - " 4.993900e+17\n", - " 4.993900e+17\n", + " 1677\n", + " 3.153600e+07\n", + " total\n", + " fendl3\n", + " 0\n", + " 1\n", + " 6\n", + " Sv/hr\n", + " 1.613400e+03\n", " \n", " \n", - " 222\n", - " fe-58u\n", - " 1.755000e+18\n", - " 1.755000e+18\n", - " 1.755000e+18\n", - " 1.755000e+18\n", - " 1.755000e+18\n", - " 1.755000e+18\n", + " 1678\n", + " 3.153600e+09\n", + " total\n", + " fendl3\n", + " 0\n", + " 1\n", + " 6\n", + " Sv/hr\n", + " 2.942800e-08\n", " \n", " \n", - " 223\n", + " 1679\n", + " 3.153600e+11\n", " total\n", - " 1.079400e+25\n", - " 1.079400e+25\n", - " 1.079400e+25\n", - " 1.079400e+25\n", - " 1.079400e+25\n", - " 1.079400e+25\n", + " fendl3\n", + " 0\n", + " 1\n", + " 6\n", + " Sv/hr\n", + " 2.936900e-08\n", " \n", " \n", "\n", - "

224 rows × 7 columns

\n", + "

2478 rows × 8 columns

\n", "" ], "text/plain": [ - " isotope shutdown 1e-05y 0.01y 1y \\\n", - "0 h-1 1.170900e+22 1.170900e+22 1.170900e+22 1.170900e+22 \n", - "1 h-2 2.823400e+20 2.823400e+20 2.823400e+20 2.823400e+20 \n", - "2 h-3 1.620800e+17 1.620800e+17 1.619800e+17 1.532500e+17 \n", - "3 he-3 1.086300e+16 1.086300e+16 1.095400e+16 1.969300e+16 \n", - "4 he-4 2.652700e+21 2.652700e+21 2.652700e+21 2.652700e+21 \n", - ".. ... ... ... ... ... \n", - "219 fe-58r 1.241400e+18 1.241400e+18 1.241400e+18 1.241400e+18 \n", - "220 fe-58s 1.627600e+18 1.627600e+18 1.627600e+18 1.627600e+18 \n", - "221 fe-58t 4.993900e+17 4.993900e+17 4.993900e+17 4.993900e+17 \n", - "222 fe-58u 1.755000e+18 1.755000e+18 1.755000e+18 1.755000e+18 \n", - "223 total 1.079400e+25 1.079400e+25 1.079400e+25 1.079400e+25 \n", + " time nuclide run_lbl block block_num variable unit \\\n", + "0 0.000000e+00 h-1 fendl2 0 1 0 atoms/kg \n", + "1 3.153600e+02 h-1 fendl2 0 1 0 atoms/kg \n", + "2 3.153600e+05 h-1 fendl2 0 1 0 atoms/kg \n", + "3 3.153600e+07 h-1 fendl2 0 1 0 atoms/kg \n", + "4 3.153600e+09 h-1 fendl2 0 1 0 atoms/kg \n", + "... ... ... ... ... ... ... ... \n", + "1675 3.153600e+02 total fendl3 0 1 6 Sv/hr \n", + "1676 3.153600e+05 total fendl3 0 1 6 Sv/hr \n", + "1677 3.153600e+07 total fendl3 0 1 6 Sv/hr \n", + "1678 3.153600e+09 total fendl3 0 1 6 Sv/hr \n", + "1679 3.153600e+11 total fendl3 0 1 6 Sv/hr \n", "\n", - " 100y 10000y \n", - "0 1.170900e+22 1.170900e+22 \n", - "1 2.823400e+20 2.823400e+20 \n", - "2 5.979000e+14 0.000000e+00 \n", - "3 1.723400e+17 1.729400e+17 \n", - "4 2.652700e+21 2.652700e+21 \n", - ".. ... ... \n", - "219 1.241400e+18 1.241400e+18 \n", - "220 1.627600e+18 1.627600e+18 \n", - "221 4.993900e+17 4.993900e+17 \n", - "222 1.755000e+18 1.755000e+18 \n", - "223 1.079400e+25 1.079400e+25 \n", + " value \n", + "0 1.176100e+22 \n", + "1 1.176100e+22 \n", + "2 1.176100e+22 \n", + "3 1.176100e+22 \n", + "4 1.176100e+22 \n", + "... ... \n", + "1675 4.619700e+04 \n", + "1676 3.624700e+03 \n", + "1677 1.613400e+03 \n", + "1678 2.942800e-08 \n", + "1679 2.936900e-08 \n", "\n", - "[224 rows x 7 columns]" + "[2478 rows x 8 columns]" ] }, - "execution_count": 10, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "adfs = DataLibrary.make_entries(data_source)\n", - "\n", - "key_list = list(adfs.keys())\n", - "arbitrary_df = adfs[key_list[0]]['Data'] # 0 arbitrarily chosen as key_list index\n", - "df_time_cols = arbitrary_df.columns[1:] # All dfs have same time cols; any index valid\n", - "times = list(df_time_cols)\n", - "\n", - "# Example DataFrame\n", - "adfs['fendl3 Number Density']['Data']" + "lib = aop.DataLibrary()\n", + "adf = aop.DataLibrary.make_entries(lib, data_source)\n", + "adf" ] }, { @@ -292,18 +313,18 @@ "source": [ "**Plot for a single data source**\n", "\n", - "Simple plot showing the top five contributors to number density from a single data source. The function `aq.plot_single_response()` can be used either singularly or comparitavely between data libraries. To plot a single data source, for the `df_dicts` parameter, include one dictionary from `adfs`, selected by the general form: `df_dicts = adfs[f'{datalib} {variable}']`" + "Simple plot showing the top five contributors to number density from a single data source. The function `alaraplot.plot_single_response()` can be used either singularly or comparitavely between data libraries." ] }, { "cell_type": "code", - "execution_count": 11, - "id": "d5d7041b", + "execution_count": 5, + "id": "1e025489", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -313,14 +334,12 @@ } ], "source": [ - "f3_numdens = adfs['fendl3 Number Density']\n", - "f3_numdens['Sorted/Head'] = f3_numdens['Data'].sort_values(\n", - " 'shutdown',ascending=False).head(6)\n", - "aop.plot_single_response(\n", - " f3_numdens,\n", - " data_key='Sorted/Head',\n", - " seconds=False,\n", - " head=True\n", + "alaraplot.plot_single_response(\n", + " adf,\n", + " run_lbls='fendl3',\n", + " variable='Number Density',\n", + " head=6,\n", + " total=False\n", ")" ] }, @@ -338,30 +357,13 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "e39f5778", - "metadata": {}, - "outputs": [], - "source": [ - "datalibs = ['fendl2', 'fendl3']\n", - "variable = 'Number Density'\n", - "gases = ['h', 'he']\n", - "\n", - "for datalib in datalibs:\n", - " lib_dict = adfs[f'{datalib} {variable}']\n", - " lib_dict['Sorted/Head'] = lib_dict['Data'].sort_values('shutdown', ascending=False).head(6)\n", - " lib_dict['Gases'] = lib_dict['Data'].filter_elements(gases)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "e0512266", + "execution_count": 7, + "id": "1c36abaa", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -371,21 +373,25 @@ } ], "source": [ - "aop.plot_single_response(\n", - " [adfs[f'fendl3 {variable}'], adfs[f'fendl2 {variable}']],\n", - " data_key='Sorted/Head'\n", + "datalibs = ['fendl2', 'fendl3']\n", + "\n", + "alaraplot.plot_single_response(\n", + " adf,\n", + " run_lbls=datalibs,\n", + " variable='Number Density',\n", + " head=6\n", ")" ] }, { "cell_type": "code", - "execution_count": 14, - "id": "662a871f", + "execution_count": 8, + "id": "7396985f", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -395,9 +401,13 @@ } ], "source": [ - "aop.plot_single_response(\n", - " [adfs[f'fendl3 {variable}'], adfs[f'fendl2 {variable}']],\n", - " data_key='Gases'\n", + "importlib.reload(alaraplot)\n", + "gases = ['h', 'he']\n", + "alaraplot.plot_single_response(\n", + " adf,\n", + " run_lbls=datalibs,\n", + " variable='Number Density',\n", + " nuclides=gases \n", ")" ] }, @@ -422,13 +432,13 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "b14ba10e", + "execution_count": 9, + "id": "70ef1c57", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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I/MXevXspLCzkkUcesXYUERERqQMaMici8hedOnWy3IxUREREGj+dIRIRERERkSZLZ4hERKRB0iWwIiJSE3SGSEREREREmiwVRCIiIiIi0mSpIBKRWrVu3TpMJpNuIin10qRJkyrdfNdkMvHkk09aJU9VzJs3D5PJRHx8vLWjiIg0CiqIRBohk8lUpX9VKVKeffZZFi9eXOuZT3/IO/3PycmJwMBAhgwZwuuvv05ubm6tZ6gLYWFhjBgx4ozbThePixYtqrXnLygo4Mknn6x3BeqRI0e44447iIiIwMnJCQ8PD6644gpee+01CgsLrR2v1vXt27dK79n6XKiJiDRUmlRBpBH65JNPKix//PHHrFy5stL6Dh06nHdfzz77LNdeey1jxoypyYhn9Z///Ifw8HBKS0tJSUlh3bp1TJ06ldmzZ/P999/TpUuXOsnRWBUUFDBr1izg1Ifw+mDJkiVcd911ODo6cvPNNxMZGUlJSQkbNmzg4YcfZu/evbz33nt1lqewsBA7u7r99fjYY49x2223WZa3bt3K66+/zqOPPlrhfdqlSxc6derEhAkTcHR0rNOMIiKNlQoikUbopptuqrD822+/sXLlykrr66Nhw4bRvXt3y/KMGTNYs2YNI0aMYNSoUezfvx9nZ2crJpSaFBcXx4QJEwgNDWXNmjW0aNHCsu2ee+7h8OHDLFmypE4zOTk51enzAQwaNKhShtdff51BgwadsXC1tbWto2QiIo2fhsyJNFH5+fk8+OCDhISE4OjoSLt27Xj55ZcrTGVsMpnIz89n/vz5liE7kyZNAiAhIYG7776bdu3a4ezsTLNmzbjuuutq5bqG/v378/jjj5OQkMCnn35aYduBAwe49tpr8fHxwcnJie7du/P9999X2kdWVhYPPPAAYWFhODo6EhwczM0330x6ejoAJSUlzJw5k27duuHp6YmrqytXXnkla9eutezDMAzCwsIYPXp0pf0XFRXh6enJHXfcUcO9h+TkZG655RYCAgJwdHSkU6dOfPjhhxXaVCV/fHw8fn5+AMyaNeu8w7C2bduGyWRi/vz5lbb99NNPmEwmfvzxRwByc3OZOnWq5fX19/dn0KBBbN++/Zx9e/HFF8nLy+ODDz6oUAyd1rp1a+6//37LcllZGU899RStWrXC0dGRsLAwHn30UYqLiys99q233qJTp044OjoSGBjIPffcQ1ZW1jnzQOVriJ588klMJhOHDx9m0qRJeHl54enpyb/+9S8KCgoqPLawsJD77rsPX19f3N3dGTVqFMnJyTU63O1M1xCdHoq5bt06unfvjrOzM507d7YMjfzmm2/o3LkzTk5OdOvWjR07dlTab1XfSyIijY0KIpEmyDAMRo0axauvvsrQoUOZPXs27dq14+GHH2batGmWdp988gmOjo5ceeWVfPLJJ3zyySeWD/xbt25l48aNTJgwgddff50777yT1atX07dv30ofEmvCP//5TwBWrFhhWbd3714uu+wy9u/fz/Tp03nllVdwdXVlzJgxfPvtt5Z2eXl5XHnllcydO5fBgwfz2muvceedd3LgwAGSkpIAyMnJ4b///S99+/blhRde4MknnyQtLY0hQ4awc+dO4NQH5Ztuuolly5aRkZFRId8PP/xATk5Olc7ClZaWkp6eXulfdnZ2pbapqalcdtllrFq1iilTpvDaa6/RunVrbr31VubMmWNpV5X8fn5+vP322wCMHTvWckyvueaaM+bs3r07ERERfPnll5W2LVy4EG9vb4YMGQLAnXfeydtvv824ceN46623eOihh3B2dmb//v3nfC1++OEHIiIi6NWr13lfN4DbbruNmTNncskll/Dqq6/Sp08fnnvuOSZMmFCh3ZNPPsk999xDYGAgr7zyCuPGjePdd99l8ODBlJaWVum5/u76668nNzeX5557juuvv5558+ZZhh+eNmnSJObOncvw4cN54YUXcHZ25uqrr76g56uuw4cP849//IORI0fy3HPPkZmZyciRI1mwYAEPPPAAN910E7NmzeLIkSNcf/31mM1my2Or+l4SEWmUDBFp9O655x7jr2/3xYsXG4Dx9NNPV2h37bXXGiaTyTh8+LBlnaurqzFx4sRK+ywoKKi0btOmTQZgfPzxx5Z1a9euNQBj7dq158z40UcfGYCxdevWs7bx9PQ0unbtalkeMGCA0blzZ6OoqMiyzmw2G7169TLatGljWTdz5kwDML755ptK+zSbzYZhGEZZWZlRXFxcYVtmZqYREBBg3HLLLZZ1MTExBmC8/fbbFdqOGjXKCAsLs+zvbEJDQw3gnP+++uorS/tbb73VaNGihZGenl5hPxMmTDA8PT0tx6Gq+dPS0gzAeOKJJ86Z87QZM2YY9vb2RkZGhmVdcXGx4eXlVWG/np6exj333FOlfZ6WnZ1tAMbo0aOr1H7nzp0GYNx2220V1j/00EMGYKxZs8YwDMM4ceKE4eDgYAwePNgoLy+3tHvjjTcMwPjwww8t6yZOnGiEhoZW2N/fX58nnnjCACr01zAMY+zYsUazZs0sy7///rsBGFOnTq3QbtKkSdV6zQ3DML766quzvm9Ov1fi4uIs605/X23cuNGy7qeffjIAw9nZ2UhISLCsf/fddyvtu6rvJRGRxkhniESaoKVLl2Jra8t9991XYf2DDz6IYRgsW7bsvPv463U8paWlnDx5ktatW+Pl5XXeYVIXys3NzTLbXEZGBmvWrLH81f70WZaTJ08yZMgQDh06RHJyMgBff/01UVFRjB07ttI+TSYTcOqaDAcHBwDMZjMZGRmUlZXRvXv3Cv1p27YtPXv2ZMGCBZZ1GRkZLFu2jBtvvNGyv3Pp2bMnK1eurPTv5ZdfrtDOMAy+/vprRo4ciWEYFc4mDRkyhOzsbEu2quavrvHjx1NaWso333xjWbdixQqysrIYP368ZZ2XlxebN2/m2LFjVd53Tk4OAO7u7lVqv3TpUoAKZzHh1PctYLnWaNWqVZSUlDB16lRsbP73a27y5Ml4eHhc8DVJd955Z4XlK6+8kpMnT1r6sXz5cgDuvvvuCu3uvffeC3q+6urYsSOXX365Zblnz57AqSGnLVu2rLQ+NjYWqN57SUSkMdKkCiJNUEJCAoGBgZU+iJ6ezSohIeG8+ygsLOS5557jo48+Ijk5ucK1R2ca+lUT8vLy8Pf3B04NDzIMg8cff5zHH3/8jO1PnDhBUFAQR44cYdy4cefd//z583nllVc4cOBAhWFV4eHhFdrdfPPNTJkyhYSEBEJDQ/nqq68oLS21DOs7H19fXwYOHFhp/d9nNktLSyMrK4v33nvvrLOsnThxotr5qyMqKor27duzcOFCbr31VuDUcDlfX1/69+9vaffiiy8yceJEQkJC6NatG8OHD+fmm28mIiLirPv28PAAqPKU6gkJCdjY2NC6desK65s3b46Xl5fl+/b0/+3atavQzsHBgYiIiCp9f5/JX4sKAG9vbwAyMzPx8PCw5Pv76/33vLXl7/k8PT0BCAkJOeP6zMxMoHrvJRGRxkgFkYhckHvvvZePPvqIqVOncvnll+Pp6YnJZGLChAkVrk2oKUlJSWRnZ1s+XJ5+joceeshyHcvfVeeD6KeffsqkSZMYM2YMDz/8MP7+/tja2vLcc89x5MiRCm0nTJjAAw88wIIFC3j00Uf59NNP6d69e6UP4BfrdB9vuukmJk6ceMY2p6chr07+6ho/fjzPPPMM6enpuLu78/3333PDDTdUKOCuv/56rrzySr799ltWrFjBSy+9xAsvvMA333zDsGHDzrhfDw8PAgMD+eOPP6qVpypn4WrD2WZ2++sfA6zpbPnOl7um30siIg2NCiKRJig0NJRVq1aRm5tb4SzRgQMHLNtPO9uHz0WLFjFx4kReeeUVy7qioqIqzeJ1IU7fQ+n0B7bTZx7s7e3PeLblr1q1anXeD92LFi0iIiKCb775pkKfn3jiiUptfXx8uPrqq1mwYAE33ngjv/76a4UJDmqKn58f7u7ulJeXn7ePVc1/IcXE+PHjmTVrFl9//TUBAQHk5ORUmsQAoEWLFtx9993cfffdnDhxgksuuYRnnnnmrAURwIgRI3jvvffYtGlTheFeZxIaGorZbObQoUMV7s2TmppKVlaW5fv29P8xMTEVzlCVlJQQFxd33tfyQp3OFxcXR5s2bSzrDx8+XCvPV1Oq814SEWmMdA2RSBM0fPhwysvLeeONNyqsf/XVVzGZTBU+wLq6up6xyLG1ta30l/G5c+dSXl5e43nXrFnDU089RXh4ODfeeCMA/v7+9O3bl3fffZfjx49XekxaWprl63HjxrFr164zzpZ1ug+n/4r+1z5t3ryZTZs2nTHTP//5T/bt28fDDz+Mra3tGQuEi2Vra8u4ceP4+uuvz1jQ/bWPVc3v4uICUK3CtUOHDnTu3JmFCxeycOFCWrRowVVXXWXZXl5eXmmYpL+/P4GBgWecDvuv/u///g9XV1duu+02UlNTK20/cuQIr732GnDq+xaoVHzOnj0bwDKb28CBA3FwcOD111+v8Hp88MEHZGdn19qsb6eL9bfeeqvC+rlz59bK89WU6ryXREQaI50hEmmCRo4cSb9+/XjssceIj48nKiqKFStW8N133zF16lRatWpladutWzdWrVrF7NmzCQwMJDw8nJ49ezJixAg++eQTPD096dixI5s2bWLVqlU0a9bsorItW7aMAwcOUFZWRmpqKmvWrGHlypWEhoby/fffV7hp5ptvvknv3r3p3LkzkydPJiIigtTUVDZt2kRSUhK7du0C4OGHH2bRokVcd9113HLLLXTr1o2MjAy+//573nnnHaKiohgxYgTffPMNY8eO5eqrryYuLo533nmHjh07kpeXVynn1VdfTbNmzfjqq68YNmyY5dqmmvb888+zdu1aevbsyeTJk+nYsSMZGRls376dVatWWab/rmp+Z2dnOnbsyMKFC2nbti0+Pj5ERkYSGRl5zhzjx49n5syZODk5ceutt1aYrCA3N5fg4GCuvfZaoqKicHNzY9WqVWzdurXCGcQzadWqFZ999hnjx4+nQ4cO3HzzzURGRlJSUsLGjRv56quvLPe+ioqKYuLEibz33ntkZWXRp08ftmzZwvz58xkzZgz9+vUDTp1ZmzFjBrNmzWLo0KGMGjWKmJgY3nrrLS699NJau0Fxt27dGDduHHPmzOHkyZNcdtll/Pzzzxw8eBCw3lC/qqjqe0lEpFGyytx2IlKn/j7ttmEYRm5urvHAAw8YgYGBhr29vdGmTRvjpZdeqjRt9IEDB4yrrrrKcHZ2NgDLFNyZmZnGv/71L8PX19dwc3MzhgwZYhw4cMAIDQ2tME13dafdPv3PwcHBaN68uTFo0CDjtddeM3Jycs74uCNHjhg333yz0bx5c8Pe3t4ICgoyRowYYSxatKhCu5MnTxpTpkwxgoKCDAcHByM4ONiYOHGiZTprs9lsPPvss0ZoaKjh6OhodO3a1fjxxx/POC3zaXfffbcBGJ999tk5+/ZXoaGhxtVXX33Gbadfq79Ou20YhpGammrcc889RkhIiGFvb280b97cGDBggPHee+9Z2lQn/8aNG41u3boZDg4OVZ4O+tChQ5Zjs2HDhgrbiouLjYcfftiIiooy3N3dDVdXVyMqKsp46623qvaiGIZx8OBBY/LkyUZYWJjh4OBguLu7G1dccYUxd+7cClNBl5aWGrNmzTLCw8MNe3t7IyQkxJgxY0aFNqe98cYbRvv27Q17e3sjICDAuOuuu4zMzMwKbaoz7XZaWlqFdmea/jo/P9+45557DB8fH8PNzc0YM2aMZar2559/vsqvx4VMu32m7yug0nTocXFxBmC89NJLFdZX9b0kItLYmAyjnlwNKiLSwDzwwAN88MEHpKSkWIaiifzdzp076dq1K59++qllyKeIiNQfuoZIROQCFBUV8emnnzJu3DgVQ2JRWFhYad2cOXOwsbGpcN2ViIjUH7qGSESkGk6cOMGqVatYtGgRJ0+e5P7777d2JKlHXnzxRX7//Xf69euHnZ0dy5YtY9myZdx+++2V7gckIiL1gwoiEZFq2LdvHzfeeCP+/v68/vrrREdHWzuS1CO9evVi5cqVPPXUU+Tl5dGyZUuefPJJHnvsMWtHExGRs9A1RCIiIiIi0mTpGiIREREREWmyVBCJiIiIiEiTpWuIzsNsNnPs2DHc3d3r9U31REREROTsDMMgNzeXwMDACjeXFlFBdB7Hjh3TzEAiIiIijcTRo0cJDg62dgypR1QQnYe7uztw6s3j4eFh5TSNX2lpKStWrGDw4MHY29tbO47UIR37pkvHvunSsW+6rHHsc3JyCAkJsXy2EzlNBdF5nB4m5+HhoYKoDpSWluLi4oKHh4d+OTYxOvZNl45906Vj33RZ89jrEgj5Ow2gFBERERGRJksFkYiIiIiINFkqiEREREREpMlSQSQiIiIiIk2WCiIREREREWmyVBCJiIiIiEiTpYJIRERERESaLBVEIiIiIiLSZKkgEhERERGRJksFkYiIiIiINFkqiEREREREpMlSQSQiIiIiIk2WCiIREREREWmyVBCJiIiIiEiTpYJIRERERESaLBVEIiIiIiLSZKkgEhERERGRJksFkYiIiIiINFl21g7QUCTnZZJjU873cbtIyMlgQEh7Ovq0AOBEYS4LD27D1d6BWzpeYXnMsoQ/OJyVxlVBbYjyDQYgs7iATw9sxsHWljsir7K0XXl0PwcyUujVohVXBbXB29GlbjsoIiIiItIEqSCqogGL52Dj7GhZXnBwyxnbvbd3Q6V1Z2v70f5NZ20b6RPIFYGt2J2ezIjwztzYtgd2NrYXEl1ERERERM5CBVEVOdraYWNrR7nZjIGBjckGG5MJAMMwKDfMgAk7m/+NQjx3WyoUOP9ra6LUbOaPjGP8kXEMgN9SYlmfdIh+Ie3oF9SO4vJSWrh64WxnX0e9FxERERFpnFQQVdGuGx7Hw8OjTp4rrTCXn5MPsSR+D78cO0xReSk/Hd3HT0f3AeBgY0u5YfBot6FM7HA5TiqMREREREQuiAqiesjP2Z1rW1/Cta0vodxsZs/JZNYlH2RtUgzb0xIpMZcD8NS2pby8cyW9mrfCz9mN3NJibm7XkysCW1u5ByIiIiIiDYMKonrO1saGaL8Qov1CmBo9gMziAn5JPsSShD1sS00gtTCX1UkHLO03HDvM2FbR9AtqR8+AMA5lp9GlWRC2NppQUERERETk71QQNTDeji6MiohiVEQUhmGwPzOFtUkxfBe7i/2Zx8kuKWTe/k3M278JO5MNZYYZL0dnFg29g3beAZj+vJZJRERERERUEDVoJpOJjj4t6OjTgnu69CWvtJhfjx0+NbwuOYakvCwAsooLGfjdHAJdPekb1I7E3JO09QrgzsirCHTzsmofRERERESsSQVRI+Jm78iQ0E4MCe2EYRgcyU5jddIBVh09wPa0RI7lZ/PZn9N6bzh+hN9PJDA0NJJ+wW1xtXfEMAzCPXx1FklEREREmgwVRI2UyWSitZc/rb38uSPyKgrLSvgtJY6ViftYnriPE4W57DqZzK6Tybyw/SecbO0pKi9lcEgHXu59LT5OrtbugoiIiIhIrVNB1EQ42znQL7gd/YLb8WyvsSTknuTn5EOsS4phw/EjFJSVALDi6H6iPn+aaL9guvqGsCU1nlHhUdzdpY+VeyAiIiIiUvNUEDVRoe7NuLl9M25ufxnF5WVsS41nReJ+fjl+mINZqexIO8qOtKMA7M9MYW/GMfoGtaVPUFuO5KTRxtMfX2c3K/dCREREROTiqCASHG3tuCKwteX+Rcfys/k5+SDLEv5g4/EjFJWX8V3cLr6L2wWAjcmE2TB4ufe1jGvVFXsbW2vGFxERERG5YCqIpJJAV09uaHspN7S9lDJzOTvSjrIu+SDrkg+yKz0Js2EA8NCGRTy5+Qd6t2iNjclEfmkxd0RexVVBbazcAxERERGRqlFBJOdkZ2PLpQFhXBoQxsOXDCa9MI+fjx1iZeI+Nh6PJaM4n+WJey3t92emMDoiin5B7ejg3ZzdJ5Pp1SICZzsHK/ZCREREROTMVBBJtfg6uzGuVVfGteqK2TCz5+Qx1iXF8GP8Hg5kpnCiMJf3927g/b0bsLexpdRcTnMXD74cejsRnr7Wji8iIiIiUoEKIrlgNiYbonyDifIN5v7oAWQVF7Dh2GHW/jm8LrUgB4CUghyu+uZlQt2b0SewDRtTjhDlG8xj3Yfj7+Ju5V6IiIiISFOmgkhqjJejCyPCuzAivAuGYbA/M4W1STGsTTrA72lHScg9yccxJwE4nJ3GsbxsBrZsT9+gduSXFmNg0MmzuZV7ISIiIiJNiQoiqRUmk4mOPi3o6NOCe7r0Ja+0mI3Hj7AqcT8rju4jvSifTamxbEqN5amtS3G0saPYXMbY8GiuMNtbO76IiIiINBEqiKROuNk7MrhlRwa37MgLxjXE5qSzNimGdckH2ZQSS3F5GQDfxu3kO2DhihO09vRnY8oRrm/djfujB1i3AyIiIiLSKKkgkjpnMplo5elHK08/buvUm8KyUn5LiWVNUgzrkmKIyz3J1hMJbD2RAMDru9YSm5NOv+B2XBXYhnXJB4nyDSbCwxeTyWTl3oiIiIhIQ6aCSKzO2c6efsHt6BfcjtLSUj7+4Rts2wWzOimGX1OOUGwu4+sjO/j6yI4Kj5s3YCL9gttha2ODYRgqjkRERESk2ppEQTR27FjWrVvHgAEDWLRokbXjyHn42joxvG0PJnW6gpLyMraeSGBd0kHWJcewPzPF0m7S6vl4OjjTJ6gNqQW5FJeXMr3bUHoHtrZiehERERFpSJpEQXT//fdzyy23MH/+fGtHkWpysLXjihatuKJFKx67dBjH87P5Ofkga5Ni2HD8MNklhXwft9vS/v82fsOIsM70C25HcxcPfj+RSJ+gNvg5a3pvEREREamsSRREffv2Zd26ddaOITWghasnE9peyoS2l1JmLmdnWhJrk2P4KXEfBzJTSMzN4K09P/PWnp9xsLGlxFxOW68APh40iWA3bwDMhhkbk42VeyIiIiIi9UG9/1S4fv16Ro4cSWBgICaTicWLF1dq8+abbxIWFoaTkxM9e/Zky5YtdR9U6pydjS3dA0J5+JLBrBozlZ0T/s3rV43nmlZdaebkSom5HICDWalc9tUL9PtmNo//9h2RC/7DxJXzyCkpsnIPRERERMTa6v0Zovz8fKKiorjlllu45pprKm1fuHAh06ZN45133qFnz57MmTOHIUOGEBMTg7+/vxUSi7X4OrtxTauuXNOqK2bDzJ6Tx1iXFMPapBi2px/lUPYJDmWfAGB10gHuXvsZ/UPa0TeoHTGZKdjb2tKreStc7B2s3BMRERERqSv1viAaNmwYw4YNO+v22bNnM3nyZP71r38B8M4777BkyRI+/PBDpk+fXu3nKy4upri42LKck5MDQGlpKaWlpdXen1TP6de4Jl7rjp4BdPQM4O5OV5FdXMivKUdYl3yQ1ckxZBQXsO7YQdYdOwj8gL2NDaVmM5M7XMH9Xfrhau9ImbkcW5ONZq+rIzV57KVh0bFvunTsmy5rHHt9n8nZ1PuC6FxKSkr4/fffmTFjhmWdjY0NAwcOZNOmTRe0z+eee45Zs2ZVWr9ixQpcXFwuOKtUz8qVK2tlv31xoo9LF445FrCvNIt9pVkcLsuh1GwG4P39v/LR/o20svPAzWRHTFk2fR2bM8wlpFbySGW1deyl/tOxb7p07Juuujz2BQUFdfZc0rA06IIoPT2d8vJyAgICKqwPCAjgwIEDluWBAweya9cu8vPzCQ4O5quvvuLyyy8/4z5nzJjBtGnTLMs5OTmEhIQwePBgPDw8aqcjYlFaWsrKlSsZNGgQ9vb2dfKceaXFbEqJZf3xw6xLPkhSfhYxZdmW7WvLTuDiHUDfoDZcHhDOpwe3cHnzCKKbBWNrU+8vw2swrHHspX7QsW+6dOybLmsc+9OjfkT+rkEXRFW1atWqKrd1dHTE0dGx0np7e3v9sK5Ddfl6e9vbMzyiC8MjumAYBnE56axNPsjqo/vZlBJLflkJXx75nS+P/I4NJswY2O9Zx9fD7iDaLxgbkw2FZaU42+n7oybovdZ06dg3XTr2TVddHnt9j8nZNOiCyNfXF1tbW1JTUyusT01NpXnz5lZKJQ2ZyWQiwtOPCE8/bu14BYVlpWxOjWNdUgzrkg9yODsNgFJzOaOWvIWvkxt9gtqwOz2ZcsPMy72vpUdAmHU7ISIiIiJV1qALIgcHB7p168bq1asZM2YMAGazmdWrVzNlyhTrhpNGwdnOnr5Bbekb1BaAo7kZrEs+yLrkg2w4dpj0ojy+PrLD0v7RTd8yNDSSfkFtwYDt6YkMCG5PhKeftbogIiIiIudQ7wuivLw8Dh8+bFmOi4tj586d+Pj40LJlS6ZNm8bEiRPp3r07PXr0YM6cOeTn51tmnROpSSHuPvyz/WX8s/1llJSXse1EAuuSD7IqcT8Hs09wIDOVA5mpzNm52nJj2J8S9/FGnxto7nLqGrTckiLcHZys3BMRERERgQZQEG3bto1+/fpZlk9PeDBx4kTmzZvH+PHjSUtLY+bMmaSkpBAdHc3y5csrTbQgUtMcbO3o1aIVvVq04tHuw0gpyOHn5IOsSzrI+mMHyf7zxq+/pcTRfeGzdPRpQTe/liw4uIXu/qF8OXQydja2Vu6FiIiISNNW7wuivn37YhjGOdtMmTJFQ+TE6pq7eDC+TXfGt+lOmbmcnWlJrE0+de3R7vRk9mUcZ1/GcQC2pSZwx9oF9AtqR9/gtvyUuA93e0cGteyIt6OmdxcRERGpK/W+IBJpiOxsbOkeEEr3gFAevmQwJ4vyWJ98mLXJMaxJOkBWcSE/Je7jp8R9ANiYTJgNgyd6jOCf7XriZGdPbkkRDrZ2ONrqbSoiIiJSW/RJS6QONHNyY2yraMa2isZsmPnj5DHL5AzbUhMw/3kWdNaWH3nh95+4vHkEmOC347HcF9Wfe6P6necZRERERORCqCASqWM2Jhu6+AbTxTeY+6L6k11cyC/HD1um9k4pyGFtcoyl/ft7fyGlIJu+QW3p0iyI13avpU9gGwa37IjJZLJiT0REREQaPhVEIlbm6ejMiLDOjAjrjGEYxGSlsi7pIGuTYticGkdGcQHzD/zG/AO/YWuyodww82PcHlq6N6O9dwAmk4mUghz8nd2wMdlYuzsiIiIiDYoKIpF6xGQy0d67Oe29m3Nn56vILy1m4/EjrEs+yNqkgyTmZQCQUZzPoO/m0NzFg75BbVl19AAGBgsG30JksyAr90JERESk4VBBJFKPuf4589yglh0xDIO4nJOnZq5LOsjGlCOkFOTwxaFtlvaPblzMgJD29AtuR1JeJn+cPMaI8M509Am0Yi9ERERE6i8VRCINhMlkIsLTlwhPX27teAWFZaVsSY1jXfJB1hw9wJGcdLanH2V7+lFe2rESextbSs3lxOak88zlo2nm5EaZuZzj+dmEuPtYuzsiIiIi9YIKIpEGytnOnj5BbekT1JYneozgaG4GPycfYm1yDBuOHSa/rASAH+P3sCT+D7r4BtHG059FR7ZzqX8o3159l5V7ICIiImJ9KohEGokQdx9uat+Tm9r3pKS8jG0nEixTe+/LOM6u9CR2pScBsDM9ibvWfkbf4FMF1Vu71xHk5sX1rbvh7eRq5Z6IiIiI1B0VRCKNkIOtHb1atKJXi1Y82n0YKQU5rP+zOFqXdJCc0iJ+iN/ND/G7Kzwu0NWLIS074mBrx7H8bJzt7PF2dLFSL0RERERqnwoikSaguYsH17fpzvVtulNmLmdXehJr/yyOdqYftbS7a91nuNo50DuwNSeL8tl+IpGZPa7mtk69rZheREREpPaoIBJpYuxsbOnmH0o3/1Ae6jqIjKJ8fk4+xLrkGH5OPkR6UR4/Je6ztH/3j184mpdJv+B2+Du78/quNQxq2ZFxrbpasRciIiIiNUMFkUgT5+PkythW0YxtFY3ZMLP35PE/rz2KYWtqAscLsvlg3698sO9Xy41h92Ucp6tvMOEevphMJvaePEYrTz+c7Oyt3R0RERGRalFBJCIWNiYbOvsG0dk3iHuj+pFdXMiG44ct1x4dL8gGIDYnnau+eYWWbj5cGdiarw5vx8ZkYu3YBzSlt4iIiDQoKohE5Kw8HZ25OqwzV4d1xjAMDmadYG1SDOuSD7IlNY7EvAwWHNxiaf/ghkX0C25H36B2rD92kLick9zQ9lKifIOt2AsRERGRs1NBJCJVYjKZaOcdQDvvAO7sfBX5pcVsSollbdJB1iYdIDEvk40psWxMieWZbcuwM9lQZpixt7EhzL0Zno7OZBcXkpB7kshmgdiYbKzdJREREREVRCJyYVztHRkY0oGBIR0wjFHE5ZxkXfKps0cbj8dSVF4KwEf7N/Hxgc1c4heCn7M7SxP+oFeLCL4ceruVeyAiIiKigkhEaoDJZCLC05cIT19u6XgFRWWlbE6Ns1x7dCj7BFtPJFjabz9xlHt//oJ+we24KrA196//ko7ezelgGFbshYiIiDRFKohEpMY52dnTJ6gtfYLa8kQPSMrLtBRHvxw7RH5ZCd/G7uTb2J2Wx2xMOcKtzm1om5VKqKcvr+9ay7rkGO7s3McyxXepuZx9GccJdvPCx9EVk8lkpR6KiIhIY6GCSERqXbCbNze168lN7XpSUl7G72mJrEs6NbX33ozjAJSazbyTH8M7P8YAWK5BemfPz+xISyTY1Rs7Gxue3PIjTrb2xNz0JLYmWwC+i91F0p/3Suro08Jq/RQREZGGRwWRiNQpB1s7Lm8eweXNI5jRfSipBTmsTz7E2qQDbD96hDxbg6ySQsoMMwD7M1PYn5lSYR9F5aW0+WQmga5eBLl5EZudxvGCHA5nn+DaVpcQ6OZFqbmcW1d/Qlsvfz4YcLPlsfE5J7G3saW5iwe2NprYQUREpKlTQSQiVhXg4sF1bboxJqwLS5cuZfjw4RRjJjkvi+T8LJLzMkn6y9fJ+Vkcz8+mxFxOfO5J4nNPWvb11eHtfHV4e4X9H8/P4q61nxHk5kWQqxeLDv/OrpPJPNFjBJM79QYgtSCHT2I2E+HhyzV/Ds8TERGRpkEFkYjUO272jpYpvs+k1FxOSn42yflZp4qlvEyS87MtBVNSXpZllrui8jJ+iN9daR+ztvzI7B0rCXT1wsXOgR3pR2nm5IqtyYagP888vbR9BbE56TzcdRBXBLYGoKC0hGP5WQS5eeNsZ197L4KIiIjUCRVEItLg2NvYEuLuQ4i7zxm3G4ZBRnE+yXl/Fkz5mX/5Oouk3EwySwrILS0mJivV8riTRfnc8/Pnlfb35JYfiWwWSKCrFwVlJby/dwMt3X1YM+YBnP4sir44uJWi8jIGhrQn2M27djouIiIiNU4FkYg0OiaTiWZObjRzcqOLb/AZ25w+05OUn0VSXibH8k59/b9heTmUn+M6psTcDFp/8ji+Tm6W65hyS4uJyUyhb1Bbgty8SC3I5aXtK+gREMZ/LhtleWxC7kk8HJzxcnDWTHkiIiJWpoJIRJokF3sHWnv509rL/4zby8zlpBbk/jkEL/NU8ZR36uvT1zUVlpeSXpRHelGe5XGfxGzmk5jNFfYVm5NOXM5Jgty8CHbz4uMDv3EsP5vXrxzP6IgobG1sOJx1gpVH99PBpwV9g9rWat9FRETkf1QQiYicgZ2N7amJGNy86BEQVmm7YRhkFRf87zqmShNAZFkKpYKyEtYmx1Tax32/LOSBDV/RwtUDexs74nLSaenmwz1d+p4qnly9eGbbMkrM5cy89GrLNVU5JUXklxYT4OKOjUkz5YmIiFwMFUQiIhfAZDLh7eSKt5Mrkc2CztimsKyU46fPLP15HdPp2fOO5mZyPD+LcsNMUl6W5TGJeRk8svGbSvu6Ky+LCE8/gt28OFGYy/dxu+nuH8qHA27G29EFk8nExwd+w8XOngEhHfB2dKmtrouIiDQqKohERGqJs509EZ5+RHj6nXF7udnMicLcUxM+nC6Y/jy7lJSXSVJeJvllJQAczD7BwewTFR6/7UQCXT5/Cmc7ewJdPInPzaDcMHNrh1509g0m2M2Lg1knWHxkJ4NaduCuzn0sj03Oy8LX2Q1HW/0aEBGRpk2/CUVErMTWxoYWrp60cPWkO6GVthuGQU5JEcn5fw7F+8vED0l/Ds9LL8qjsKyUIznplsd9sH9jpX39kXGMFYn7CHLzJtjNi//u3UBReRnzB07isubhuNo7sjs9iV3pSXRuFkS0X0it9l1ERKS+UEEkIlJPmUwmPB2d8XR0pqNP4BnbFJeXcSz/f0PxTk36kGW5tulYXialhpmCshK2nkhg64mECo+fuGoeAF6OLtibbEgryqOtVwDj23Q7VTy5evHE5h8IcPHg2cvH4OvsBkB2cSEmkwkPB6dafQ1ERERqmwoiEZEGzNHWjnAPX8I9fM+43WyYSSvMO1Uc5WdZziwl52WSkJtBamEOOSVFZBUXWB5zMCuVp7YurbSvfRnHCXH3JsjVi4Tck2xKiWNIy47M7HE1LVw8cbC148N9vxLg4sGA4PaWezSJiIjUZyqIREQaMRuTDQEuHgS4eNCNlmdsk1NSRPLfCqbTXx/Ny+REYS4A8bknic89WeGxPyXu46fEfZgw4efsZml7W8fehHs0I9jNm99PJLIjPZHrWnfjmlZdLY9NK8ylmZNrLfVcRESkalQQiYg0cR4OTnj4NKeDT/Mzbi8pL+N4QfafQ/D+NwFEYm4GyflZpBTkUFxeZimGAP67b0Ol/WxJjeftPT8T7OaNr5Mbnx/aip3Jhk8GTKLIKK+1/omIiJyLCiIRETknB1s7Qt2bEere7IzbDcMgvSivwv2Y/npNU0JuBnmlxRSXl7E/M4X9mSmWx5YZZm5Y9SFeJgeGlQ3B3l7D7EREpG6pIBIRkYtiMpnwc3bHz9mdrmeZnS6vtPgv04pnkpyfRWJuJgk56RzMOkFWeQmrk2MY2/qSOk4vIiJNnQoiERGpdW72jrTzDqCdd0ClbU/99iPv7t/Af7YuZUREFPY2tlZIKCIiTZWNtQOIiEjTNiq8CwBpRXksi//DymlERKSpUUEkIiJW1dGnBR6mUwMWjuVnWzmNiIg0NSqIRETE6vo6nbrx7NrkGCsnERGRpkYFkYiIWF03h1Mz2G08HktqQY6V04iISFOigkhERKzO19aJrs2CMTB4dNNia8cREZEmRAWRiIjUC1cFtgHgp8R9pOgskYiI1BEVRCIiUi/c2LaH5evY7DQrJhERkaZEBZGIiNQLfs5uXNmiNQBbU+OtG0ZERJoMFUQiIlJvjG0VDcDi2F0YhmHdMCIi0iSoIBIRkXpjaGgkjrZ2HMo+wZeHt1k7joiINAEqiEREpN7wcHAiyjcYgCc2/4jZMFs5kYiINHYqiEREpF65ud1lAJSUl5FWmGvlNCIi0tipIBIRkXplSGgnXO0cKDGXk5Cbae04IiLSyKkgEhGResXZzp7hYZEALI7dad0wIiLS6KkgEhGRemd0RDQAP8Tu5lh+llWziIhI46aCSERE6p3eLVrhbu9IZkkBd639zNpxRESkEVNBJCIi9Y6djS39gtsDsD/zOCXlZVZOJCIijZUKIhERqZdu6dDr1BcGlGv6bRERqSUqiEREpF7q5t+SYDcvCspLWX30gLXjiIhII6WCSERE6iWTycTo8GgAvo3dSblZZ4lERKTmqSASEZF6a3REFAArEvfxyo6VVk4jIiKNkQoiERGptzp4N6e5swcG8OXh360dR0REGiEVRCIiUm+ZTCYmtL0UgFD3ZlZOIyIijZEKIhERqdeua3MJAFtPxJNakGPlNCIi0tioIBIRkXot1L0Zl/i1xGwY/BC329pxRESkkVFBJCIi9d7pyRVe27WGDccOWzmNiIg0JiqIRESk3hsZ1gWAzOICPtq/0cppRESkMVFBJCIi9Z6/izvRvsEABLh4WDmNiIg0JiqIRESkQfhn+8sA+C0lFsMwrJxGREQaCxVEIiLSIAxt2QkHG1sOZp1gf2aKteOIiEgjoYJIREQaBE9HZ/oHtwfg0U2LOVGQa+VEIiLSGKggEhGRBmPMn7PNbTuRwHdxO60bRkREGgUVRCIi0mAMCOmAg40tAGZdRyQiIjVABZGIiDQYznb2jAo/dZYoMTfTymlERKQxUEEkIiINyumbtP4Yv5tSc7mV04iISEOngkhERBqU3oGtaebkysmifGbvWKUpuEVE5KKoIBIRkQbF3saW4aGRAMzdvZZtJxKsnEhERBoyFUQiItLgXNOqKwAm4ERhnnXDiIhIg6aCSEREGpxu/i1p4eKJARhoyJyIiFy4JlEQjR07Fm9vb6699lprRxERkRpgY7JhbKtoABYf2WnVLCIi0rA1iYLo/vvv5+OPP7Z2DBERqUGnb9K6JukAf5w8ZuU0IiLSUDWJgqhv3764u7tbO4aIiNSgDt4taOXhS4m5nBE/vEF2caG1I4mISANk9YJo/fr1jBw5ksDAQEwmE4sXL67U5s033yQsLAwnJyd69uzJli1b6j6oiIjUKyaTibER0QCYMfjjZLJ1A4mISINk9YIoPz+fqKgo3nzzzTNuX7hwIdOmTeOJJ55g+/btREVFMWTIEE6cOGFpEx0dTWRkZKV/x45pCIWISGM25s/Z5gzDoI1XgJXTiIhIQ2Rn7QDDhg1j2LBhZ90+e/ZsJk+ezL/+9S8A3nnnHZYsWcKHH37I9OnTAdi5c2eN5SkuLqa4uNiynJOTA0BpaSmlpaU19jxyZqdfY73WTY+OfdN1Mcc+yNmDaN9gdqYn8d2RnUxqf1lNx5NapPd902WNY6/vMzkbqxdE51JSUsLvv//OjBkzLOtsbGwYOHAgmzZtqpXnfO6555g1a1al9StWrMDFxaVWnlMqW7lypbUjiJXo2DddF3rsWxfZsRP4eMfPNDtyEluTqUZzSe3T+77pqstjX1BQUGfPJQ1LvS6I0tPTKS8vJyCg4jCIgIAADhw4UOX9DBw4kF27dpGfn09wcDBfffUVl19++Rnbzpgxg2nTplmWc3JyCAkJYfDgwXh4eFxYR6TKSktLWblyJYMGDcLe3t7acaQO6dg3XRd77LsX5PL1Ny8SV57HXHMsP42YgklFUYOg933TZY1jf3rUj8jf1euCqKasWrWqym0dHR1xdHSstN7e3l4/rOuQXu+mS8e+6brQYx/k6UPPgHB+S43jUPYJEguyaO3lXwsJpbbofd901eWx1/eYnI3VJ1U4F19fX2xtbUlNTa2wPjU1lebNm1splYiI1DfXtr4EgDD3ZiqGRESkWup1QeTg4EC3bt1YvXq1ZZ3ZbGb16tVnHfImIiJNz7DQSBxsbInPPcn+jBRrxxERkQbE6gVRXl4eO3futMwUFxcXx86dO0lMTARg2rRpvP/++8yfP5/9+/dz1113kZ+fb5l1TkRExNPRmX7B7QBYHLvTumFERKRBsfo1RNu2baNfv36W5dMTGkycOJF58+Yxfvx40tLSmDlzJikpKURHR7N8+fJKEy2IiEjTNiYimp8S9zH/wCbMhpnHLh1u7UgiItIAWL0g6tu3L4ZhnLPNlClTmDJlSh0lEhGRhmhgSHucbO3IKy1m3oFNTOs6EGc7B2vHEhGRes7qQ+ZERERqgrOdA8NCIwG4vHkEdja2Vk4kIiINgQoiERFpNMa26grA7vRkdCciERGpChVEIiLSaFwZ2BofR1fSi/L49fgRa8cREZEGQAWRiIg0GvY2towI7wzA7B2rWJ6w18qJRESkvlNBJCIijcqYiGgAfk9L5I3d66yaRURE6j8VRCIi0qh0929JgIs7AK08fTEbZisnEhGR+kwFkYiINCo2JhuuibgEgIKyEmxM+lUnIiJnp98SIiLS6IyJiAJgTVIMOSVFVk4jIiL1mQoiERFpdDr6tKCNpz/F5WXM3bWG2Ow0a0cSEZF6SgWRiIg0OiaTidF/niV6+4/1fLBvo5UTiYhIfWVXlUbXXHNNtXf8zjvv4O/vX+3HiYiI1ITREVG8vGMlgG7SKiIiZ1WlM0SLFy/GwcEBT0/PKv1bsmQJeXl5tZ1dRETkrMI9fOnSLAiAVp5+Vk4jIiL1VZXOEAG8/vrrVT7js2jRogsOJCIiUlOuadWV3SeTWRy7k3917GXtOCIiUg9V6QzR2rVr8fHxqfJOly1bRlBQ0AWHEhERqQkjw7tgwsTvaYlsTY2noLTE2pFERKSeqVJB1KdPH+zsqnwyid69e+Po6HjBoURERGpCgIsHvVpEADB26Tv8GL/byolERKS+qXqV86ecnJwzrjeZTDg6OuLg4HDRoURERGrKmIhofj1+BICYzFQrpxERkfqm2tNue3l54e3tXemfl5cXzs7OhIaG8sQTT2A2m2sjr4iISLUMC+2EnenUr7trW3ezchoREalvql0QzZs3j8DAQB599FEWL17M4sWLefTRRwkKCuLtt9/m9ttv5/XXX+f555+vjbwiIiLV4uXowoCQ9gB8F7fTumFERKTeqfaQufnz5/PKK69w/fXXW9aNHDmSzp078+6777J69WpatmzJM888w6OPPlqjYUVERC7E6PAofkrcx3exu3ggagCOdvbWjiQiIvVEtc8Qbdy4ka5du1Za37VrVzZt2gScmlQhMTHx4tOJiIjUgEEtO+Bsa8/RvEy6fP4UBzJTrB1JRETqiWoXRCEhIXzwwQeV1n/wwQeEhIQAcPLkSby9vS8+nYiISA1wtnNgaGgnAPLLSlga/4eVE4mISH1R7SFzL7/8Mtdddx3Lli3j0ksvBWDbtm0cOHDAckPWrVu3Mn78+JpNKiIichHGRETzbexOPOyduKdzH2vHERGReqLaBdGoUaOIiYnh3XffJSYmBoBhw4axePFiwsLCALjrrrtqNKSIiMjFuiqoDd6OLmQWF7A5NZ6rgtpYO5KIiNQD1S6ISktLCQsL47nnnqu0LT09HV9f3xoJJiIiUpPsbWwZEdaZT2I2szh2pwoiEREBLuAaogkTJmAYRqX1qamp9O3btyYyiYiI1IoxEdEAfBe7k7FL3qaorNS6gURExOqqXRAlJiZy2223VVh3/Phx+vbtS/v27WssmIiISE27NCCU5s4eFJvL2XoigVVJB6wdSURErKzaBdHSpUvZuHEj06ZNA+DYsWP07duXzp078+WXX9Z4QBERkZpiY7JhTKtoACJ9ArmiRSvrBhIREaur9jVEfn5+rFixgt69ewPw448/cskll7BgwQJsbKpdX4mIiNSpMRFRvPPHeg5ln8DOpN9bIiJN3QX9JggJCWHlypUsWLCAHj168Pnnn2Nra1vT2URERGpcJ59AWnv6UVxexvKEvdaOIyIiVlalM0Te3t6YTKZK6wsKCvjhhx9o1qyZZV1GRkbNpRMREalhJpOJ0RFRvLJjFf/d9yvxuSd5+JLB1o4lIiJWUqWCaM6cObUcQ0REpO6MDo/mlR2r2JtxjL0Zx7i+TTdC3Zud/4EiItLoVKkgmjhxImvWrKFPnz4aGiciIg1ehKcvUb7B7EpPolfzVtjbVPuSWhERaSSqfA3Rbbfdhp+fH//4xz9YuHAhOTk5tZlLRESkVo2JiAKgxFxGoKunldOIiIi1VLkgio2NZd26dXTs2JFXXnmFgIAABg0axNy5c0lMTKzNjCIiIjVuZHgUJkxsO5HA0Vxd/yoi0lRVa5a5Ll268O9//5stW7Zw5MgRxo0bx7Jly2jXrh3R0dHMnDmTbdu21VZWERGRGtPcxYPLm4cD8OH+jaw+qpu0iog0RRd8A4bAwEDuvPNOli5dSnp6Oo8//jjx8fEMHTqUZ599tiYzioiI1IrTN2l9f+8GHtywiDJzuXUDiYhInatyQRQXF3fWba6urowbN46PP/6Y1NRUJk+eXCPhREREatPw0EjLzVlbefqRWVxg5UQiIlLXqlwQtWrVivDwcG655RY++eQTkpKSztjO1tYWPz+/GgsoIiJSW7wcXegf3A6AngFh+Dm7WzmRiIjUtSoXRGvWrGHixInExsZy++23ExoaSps2bbjjjjv44osvSE1Nrc2cIiIitWJ0RDQAi2N3YRiGdcOIiEidq/KNF/r27Uvfvn0BKCoqYuPGjaxbt45169Yxf/58SktLad++PXv37q2trCIiIjVuUEgHXOwcSMzLYMPxI7R099ZNWkVEmpALmlTBycmJ/v378+9//5tZs2Zx33334ebmxoEDmqFHREQaFhd7Bwa37AjATSs+5NFN31k5kYiI1KVqFUQlJSWsX7+eWbNm0a9fP7y8vLjzzjvJzMzkjTfeOOfECyIiIvXV2D+HzZUbZpLzMikuL7NuIBERqTNVHjLXv39/Nm/eTHh4OH369OGOO+7gs88+o0WLFrWZT0REpNZdGdgaL0cXsooL+E/PkTjaVvnXo4iINHBVPkP0yy+/0KxZM/r378+AAQMYNGiQiiEREWkUHGztGBHWGYDv4nZZOY2IiNSlKhdEWVlZvPfee7i4uPDCCy8QGBhI586dmTJlCosWLSItLa02c4qIiNSq0RFRACxL2EthaQlFZaVWTiQiInWhygWRq6srQ4cO5fnnn2fz5s2kp6fz4osv4uLiwosvvkhwcDCRkZG1mVVERKTW9AwIo7mLBzklRfT6+kVe37XG2pFERKQOXNAsc3CqQPLx8cHHxwdvb2/s7OzYv39/TWYTERGpMzYmG8s9idIK8/gpcZ91A4mISJ2o8lWjZrOZbdu2sW7dOtauXcuvv/5Kfn4+QUFB9OvXjzfffJN+/frVZlYREZFaNSY8inf/WI+dyYYFg2+xdhwREakDVS6IvLy8yM/Pp3nz5vTr149XX32Vvn370qpVq9rMJyIiUmcimwXSytOPI9lpbDh+hGtbX2LtSCIiUsuqXBC99NJL9OvXj7Zt29ZmHhEREasxmUyMDo9i9s5VLI7dqYJIRKQJqPI1RHfccYeKIRERafTG/Dnb3PrkQ0xY/j4rdC2RiEijVqWC6JprriEnJ6fKO73xxhs5ceLEBYcSERGxlghPP7o0C8KMwYbjR1h0eLu1I4mISC2qUkH03XffkZaWRk5Oznn/ZWdn88MPP5CXl1fb2UVERGrFmD9nmwt08WR6tyHWDSMiIrWqStcQGYah4XIiItJkjAzvwlNbl3KsIBsH2ypfbisiIg1QlX7Kr127tto7DgoKqvZjRERE6oMWrp5c1jycTSmxfBe7i3u69LV2JBERqSVVKoj69OlT2zlERETqldERUWxKieWLQ1s5UZjL7Z2uJMjNy9qxRESkhlV5ljkREZGm5OrQSOxtbInLOckH+37l29id1o4kIiK1QAWRiIjIGXg7udI36NT1s229/Onu39LKiUREpDaoIBIRETmL0X/ek6i4vIyeAeFWTiMiIrVBBZGIiMhZDA7piLOdPQm5GexMT7J2HBERqQXVLoj69+9PVlZWpfU5OTn079+/JjKJiIjUCy72Dgxu2RGALw5u5dOYzZSbzVZOJSIiNanaBdG6desoKSmptL6oqIhffvmlRkKJiIjUF2P/vEnr5we3Mn3jt2xMOWLdQCIiUqOqfLe53bt3W77et28fKSkpluXy8nKWL1+uew+JiEijc1VgGzwdnMkuKSTCw5dyw7B2JBERqUFVLoiio6MxmUyYTKYzDo1zdnZm7ty5NRpORETE2hxs7RgR1pkFB7dwaUCYZeY5ERFpHKpcEMXFxWEYBhEREWzZsgU/Pz/LNgcHB/z9/bG1ta2VkCIiItY0OiKKBQe3sCzhD569fAyOtlX+9SkiIvVclX+ih4aGAmDWxaQiItLE9AwIp7mLBykFOaw+up8QNx86+2qYuIhIY3DBf+Lat28fiYmJlSZYGDVq1EWHEhERqU9sbWwYHR7Fu3t/4d71Cykzm9k+4VGaOblZO5qIiFykahdEsbGxjB07lj179mAymTD+vLjUZDIBpyZYEBERaWxGR5wqiErKy/BwcCYmM5VeLVQQiYg0dNWedvv+++8nPDycEydO4OLiwt69e1m/fj3du3dn3bp1tRBRRETE+jo3CyLCwxcDmNnjanq1aGXtSCIiUgOqXRBt2rSJ//znP/j6+mJjY4ONjQ29e/fmueee47777quNjCIiIlZnMpkYHREFwI9xe6ycRkREakq1C6Ly8nLc3d0B8PX15dixY8CpSRdiYmJqNp2IiEg9MubPm7SuP3aIk0V5FJRWvlG5iIg0LNW+higyMpJdu3YRHh5Oz549efHFF3FwcOC9994jIiKiNjKKiIjUC608/ejcLIg9J5MZ9ePbmIBfxj1kuY5WRBq/8vJySktLrR1DzsPe3r7KtwSqdkH073//m/z8fAD+85//MGLECK688kqaNWvGwoULq7s7ERGRBmVMRBR7TiZzNC8Dw4CDWSdo5x1g7VgiUgfy8vJISkqyTCom9ZfJZCI4OBg3t/NPflPtgmjIkCGWr1u3bs2BAwfIyMjA29tbfyETEZFGb2R4FE9vXYbZMPhhxD0qhkSaiPLycpKSknBxccHPz0+fe+sxwzBIS0sjKSmJNm3anPdM0QXfh+jw4cMcOXKEq666Ch8fH1XKIiLSJAS6etKzeRi/pcSxKSWWrn4h1o4kInWgtLQUwzDw8/PD2dnZ2nHkPPz8/IiPj6e0tPS8BVG1J1U4efIkAwYMoG3btgwfPpzjx48DcOutt/Lggw9eWGIREZEGZEx4NADfxe60ag4RqXs6M9QwVOc4VbsgeuCBB7C3tycxMREXFxfL+vHjx7N8+fLq7k5ERKTBuTosEjuTDXszjjN5zSf836/fWDuSiIhcoGoXRCtWrOCFF14gODi4wvo2bdqQkJBQY8FqSlZWFt27dyc6OprIyEjef/99a0cSEZEGztvJlb7BbQFYlrCXr49sJ7ekyMqpRESqbt68eQwcOPCs2/Pz8+nYsSN5eXkApKSk0KtXL9zd3Zk9e3aNZjGZTCQlJQHQt29fPv300/M+JjMzk44dO1JUdPE/e6tdEOXn51c4M3RaRkYGjo6OFx2oprm7u7N+/Xp27tzJ5s2befbZZzl58qS1Y4mISAM3+s9hcx4Oznw66BZc7R2sG0hEGp2wsDA2bNhQpbbx8fHY2V3w9ACVvPPOO4wePdoyS9t7771HWFgYubm5TJs2rcae51yWLFlCr1698PT0JDAwkGnTplmmPPf29mbw4ME1crKj2gXRlVdeyccff2xZNplMmM1mXnzxRfr163fRgWqara2tpYArLi7GMAxNACEiIhdtcMsOONvZk1NSiLOdPTamav9KFRGptz744ANuuOEGy3JiYiIdO3as0ww5OTk8+eSTpKSksGvXLrZu3cpLL71k2X7DDTfw3//+96Kfp9o/vV988UXee+89hg0bRklJCf/3f/9HZGQk69ev54UXXqh2gPXr1zNy5EgCAwMxmUwsXry4Ups333yTsLAwnJyc6NmzJ1u2bKnWc2RlZREVFUVwcDAPP/wwvr6+1c4pIiLyV672jgwOOfXhYLEmVxCRGnbbbbeRmJjI4MGDcXNzY8GCBQC89dZbRERE4Ofnx0033UR2djYAgwcPpry8HDc3N9zc3EhMTGTz5s1ceumleHh4EBoayty5c6v03ImJiRw7dozOnTsDcOeddzJ//nyeeuop3Nzc2LFjB4WFhUyZMoXAwECCg4N5/vnnLY+fNGkS9913HwMGDMDd3Z3BgweTkZFh2f7hhx8SEhJC8+bNee+9986a44YbbmDw4ME4Ozvj5+fHP//5TzZt2mTZ3r17dw4fPmyZ5O1CVbsgioyM5ODBg/Tu3ZvRo0eTn5/PNddcw44dO2jVqlW1A+Tn5xMVFcWbb755xu0LFy5k2rRpPPHEE2zfvp2oqCiGDBnCiRMnLG1OXx/093/Hjh0DwMvLi127dhEXF8dnn31GampqtXOKiIj83ZiIKOBUQfTGrrV8fWSHlROJSF0qKC2hoLSkwuijkvIyCkpLKC4vO2Nbs2G2rCs1l1NQWnLGff/3v/+lZcuWrFixgry8PG688UZWrlzJU089xY8//kh8fDyFhYXcf//9wKnr/G1tbcnLyyMvL4+WLVtib2/Pu+++S1ZWFl9//TX//ve/2bHj/D+n9uzZQ+vWrS0ztb3zzjvceOONPP744+Tl5dG1a1ceeughMjIyOHjwIFu2bOGTTz7hxx9/tOzjyy+/5NVXXyUtLY3y8nJee+01AP744w+mTp3KokWLiIuLq/KQQDh1IqVTp06WZVtbW1q3bs3u3burvI8zuaCBhp6enjz22GMX9cSnDRs2jGHDhp11++zZs5k8eTL/+te/gFMHZMmSJXz44YdMnz4dgJ07d1bpuQICAoiKiuKXX37h2muvPWOb4uJiiouLLcs5OTnAqbnnT49ZlNpz+jXWa9306Ng3XQ352PfyD8fTwZn0onye3/4THbybM6plpLVjNRgN+djLxbHGsa+N52r76UwAdt3wb5o5nbrW5p0/1vPi9hXc0PZSXrpinKVt1BdPUVhWyqZr/48Qdx8A5u/fxJNbfiTpX89X3vkZfPHFF9x+++2WoWvPPvss0dHRfPTRR2dsf8kll1i+7t69O8OHD+fXX3+la9eu53yerKwsy7VDZ2IYBh999BGHDx+2nJG66667WLRoESNGjADguuuuo0uXLgCMGzeOFStWAPD1119zzTXX0LNnTwBmzpzJJ598ct6+f/3116xevZpdu3ZVWO/u7m45S3ahqlwQVbXyOt3xmlBSUsLvv//OjBkzLOtsbGwYOHBghdNl55KamoqLi4vlxVq/fj133XXXWds/99xzzJo1q9L6FStWnHEyCakdK1eutHYEsRId+6aroR77SJM7v1KIp8mersUu/LhkCTa6T0m1NNRjLxevLo99QUFBnT1XbTl27Bi9evWyLIeGhlJUVFRhONpf7d27l6lTp7Jz505KSkooKiqiffv2530eT09Py+xyZ5KWlkZhYWGFa4rMZjNXXHGFZTkgIMDytYuLi2V/x48fJyTkfze0/uvXZ7N27Vruuusuli5dir+/f4Vtubm5eHp6nncf51Llgig6OhqTyWQ5JXj6FNpfTxGaTCbKy8svKtBfpaenU15eXuEFhVMv8IEDB6q0j4SEBG6//XbLZAr33nuvZTzkmcyYMaPCzBk5OTmEhIQwePBgPDw8LqwjUmWlpaWsXLmSQYMGYW9vb+04Uod07Juuhn7svVNi+XXVRxj2tswc/U8cbWtulqfGrqEfe7lw1jj2p0f91KSDN/0HAGe7//XhzsiruK1jb2xtKl6ZsmvC4wA4/WUmuIkdLucfbXucdf9/v7loYGAgiYmJluXExEScnJzw8fE5YwEzZcoUrrzySr7//nucnZ254YYbqjS5WOfOnTly5MhZt/v6+uLo6EhsbCw+Pj7n3d9ftWjRgri4OMvy0aNHz9l+8+bNXH/99Xz11Vd07969wrby8nKOHDlyzs/2VVHln9p/DW4YBpGRkSxdupTQ0NCLClDbevToUeUhdQCOjo5nnD7c3t5eP6zrkF7vpkvHvulqqMf+iqA2BLh4kFqQw6+psQwJ7XT+B0kFDfXYy8Wry2NfG8/jcobp9h1s7XCwrVpbextb7G3O0PhP/v7+xMfH07t3bwDGjx/PpEmTmDBhAi1btuSxxx7j+uuvx2Qy4evri9lsJikpyXK/0NzcXLy8vHBycuKXX35hyZIltGvX7rz9Cg0NpXnz5uzZs+eMxYaNjQ0TJ07kwQcf5NVXX8XDw4OYmBhyc3Pp0ePsBR6cGj7Xq1cv7rnnHiIjI3n66afP2nbPnj2MHDmSDz74gL59+1ba/vvvvxMeHk5gYOB5+3QuVZ5UITQ01PIvLCwMk8lEcHBwhfU1XRz5+vpia2tbaRKE1NRUmjdvXqPPJSIiciFsbWwYFX5quPg3sTtYlvAH+zIubsYjERGARx55hOnTp+Pl5cVnn33G4MGDmTFjBsOHDyc0NBR7e3vmzJkDgKurK9OnTyc6OhovLy8SExN54YUXePPNN/Hw8GDOnDmMGjWqys9966238vnnn591+6uvvoqnpyedO3fGx8eHm2++mczMzPPuNzIyktmzZzN27FjCwsIqDAH8u9mzZ3Py5En+8Y9/WK5V+uvcA59//jmTJ0+ucp/OxmRc4E153N3d2bVrFxERERcdwhLGZOLbb79lzJgxlnU9e/akR48elmkCzWYzLVu2ZMqUKZZJFWpTTk4Onp6eZGdna8hcHSgtLWXp0qUMHz5cfy1sYnTsm67GcOx3pSdx9Q9vYGuyodwwM6FNd17ufebJe+R/GsOxlwtjjWN/sZ/pioqKiIuLIzw8HCcnp1pIWL/k5+dz6aWXsmXLlnNOsGAtWVlZXHHFFfz+++9nPB7VOV5WH+icl5fH4cOHLctxcXHs3LkTHx8fWrZsybRp05g4cSLdu3enR48ezJkzh/z8fMuscyIiItbWpVkQ4R6+xOWk4+ngTIibt7UjiYhcFFdXV/bt22ftGGfl5eXF3r17a2RfF1UQ/f1Crwuxbds2+vXrZ1k+PaHBxIkTmTdvHuPHjyctLY2ZM2eSkpJCdHQ0y5cvrzTRgoiIiLWYTCZGR0QxZ+dqLvEL4f7oAdaOJCIiVVTlgqhr164VCqDCwkJGjhyJg0PFC8S2b99erQB9+/Y972wXU6ZMYcqUKdXar4iISF0aE36qIPrl2GEyivLxcXK1diQREamCKhdEf72uB2D06NE1nUVERKTBau3lT6RPIH9kHGNJ/B56BITT3MUDT0dna0cTEZFzqHJB9MQTT9RmDhERkQZvTEQ0f2Qc4+UdKzlZlM+zl4/h5vaXWTuWiIicQ5Wn3RYREZFzOz399smifOxMNhzPz7ZyIhEROR8VRCIiIjUk0M2LngHhANwX1Z9Hug2xciIRETkfFUQiIiI1aExEFAArEuvvdLUiIvI/KohERERq0NVhnbEz2fBHxjEOZ50gt6TovLOpiojUtXnz5jFw4MCzbs/Pz6djx47k5eUBkJKSQq9evXB3d2f27Nk1msVkMpGUlAScmoH6008/Pe9jMjMz6dixI0VFRRf9/NUuiGJjYy/6SUVERBorHydXrgpqA8DdP39O9BdPsys9ycqpRKQhCgsLY8OGDVVqGx8fj53dRd1itIJ33nmH0aNH4+bmBsB7771HWFgYubm5lvuG1rbffvuNLl264OXlhb+/PxMnTrQUaN7e3gwePJj333//op+n2gVR69at6devH59++mmNVGQiIiKNzZiIaAASck5SXF7GuuSD1g0kIlJNH3zwATfccINlOTExkY4dO9ZphtatW7Ns2TKysrKIj4/HbDYza9Ysy/YbbriB//73vxf9PNUuiLZv306XLl2YNm0azZs354477mDLli0XHURERKSxGNKyI0629uSXlfD6VeO5P6q/tSOJSA0yDIOC0pIa/ff3obW33XYbiYmJDB48GDc3NxYsWADAW2+9RUREBH5+ftx0001kZ5+azXLw4MGUl5fj5uaGm5sbiYmJbN68mUsvvRQPDw9CQ0OZO3dulfqXmJjIsWPH6Ny5MwB33nkn8+fP56mnnsLNzY0dO3ZQWFjIlClTCAwMJDg4mOeff97y+EmTJnHfffcxYMAA3N3dGTx4MBkZGZbtH374ISEhITRv3pz33nvvrDl8fX0JCgqyvOY2NjYcOXLEsr179+4cPnyY48ePV6lfZ1Pt82rR0dG89tprvPLKK3z//ffMmzeP3r1707ZtW2655Rb++c9/4ufnd1GhREREGjJXe0cGt+zA93G72XMymWtadbV2JBGpQYVlpbT9dGaN7vPgTf/Bxd7Bsvzf//6XVatW8emnn9K7d28AVq5cyVNPPcXq1asJDQ3l5ptv5v7772fevHmsWLGC1q1bW4aUAaSnp/Puu+8SHR3N9u3bGTBgAL1796Zr13P/TNqzZw+tW7fGZDIBp4bPFRUV0bp1a/79738DcM8995CZmcnBgwfJyclh0KBBREZGMmLECAC+/PJLVqxYQdu2bbn66qt57bXXmDVrFn/88QdTp05l5cqVdOnShTvuuOOcWRITE+nSpQvZ2dm4urry/fffW7bZ2trSunVrdu/eTYsWLarxald0wZMq2NnZcc011/DVV1/xwgsvcPjwYR566CFCQkK4+eabL7pSExERachOD5v7Pm435WazdcOISKPwxRdfcPvtt9OxY0dcXV159tlnWbhw4Vknbrnkkku45JJLsLGxoXv37gwfPpxff/31vM+TlZVluXboTAzD4KOPPuLll1/Gzc2NwMBA7rrrLhYtWmRpc91119GlSxecnJwYN24cu3btAuDrr7/mmmuuoWfPnjg7OzNz5rkLy5YtW5KVlUVqaiozZsygZcuWFba7u7tbzpJdqAu+8mrbtm18+OGHfPHFF7i6uvLQQw9x6623kpSUxKxZsxg9erSG0omISJPVJ6gtng5OpBbkMPWXL9mXcZzvRtyNm72jtaOJyEVytrPn4E3/qfF9ns+xY8fo1auXZTk0NJSioqIKw9H+au/evUydOpWdO3dSUlJCUVER7du3P+/zeHp6VjjT9HdpaWkUFhZWuKbIbDZzxRVXWJYDAgIsX7u4uFj2d/z4cUJCQizb/vr1ufj7+zN06FD+8Y9/VKgxcnNz8fT0rNI+zqbaBdHs2bP56KOPiImJYfjw4Xz88ccMHz4cG5tTJ5vCw8OZN28eYWFhFxVMRESkIXO0tWN4WGc+P7iVVUf3k1tazPKEvVzb+hJrRxORi2QymSoMb6vN5/mrwMBAEhMTLcuJiYk4OTnh4+NzxgJmypQpXHnllXz//fc4Oztzww03VOk2AJ07d65wrc7f+fr64ujoSGxsLD4+PtXoEbRo0YK4uDjL8tGjR6v82LKyMg4fPmxZLi8v58iRI5ZrnS5UtYfMvf322/zjH/8gISGBxYsXM2LECEsxdJq/vz8ffPDBRQUTERFp6MaEn7pJa5nZzOtXjufqsEgrJxKRhsTf35/4+HjL8vjx43n//ffZv38/+fn5PPbYY1x//fWYTCZ8fX0xm82W+/nAqbMnXl5eODk58csvv7BkyZIqPW9oaCjNmzdnz549Z9xuY2PDxIkTefDBB8nKysJsNrN///4qjQ4bN24c33zzDVu3bqWwsJCnn376rG1//PFHYmJiMAyDY8eO8dhjj9G///8mqfn9998JDw8nMDCwSv06m2oXRIcOHWLGjBnnvHDJwcGBiRMnXlQwERGRhu6y5hEEOLtTWF6Ku4Mjzna1/xdlEWk8HnnkEaZPn46XlxefffYZgwcPZsaMGQwfPpzQ0FDs7e2ZM2cOAK6urkyfPp3o6Gi8vLxITEzkhRde4M0338TDw4M5c+YwatSoKj/3rbfeyueff37W7a+++iqenp507twZHx8fbr75ZjIzM8+738jISGbPns3YsWMJCwurMATw71JSUhg2bBhubm50796d0NBQ3n33Xcv2zz//nMmTJ1e5T2djMi7w9tkFBQUkJiZSUlJSYX2XLl0uOlR9kpOTg6enJ9nZ2Xh4eFg7TqNXWlrK0qVLGT58OPb25x9LK42Hjn3T1diP/ZObf+C/+35ldHgUb/a94fwPaEIa+7GXs7PGsb/Yz3RFRUXExcURHh6Ok5NTLSSsX/Lz87n00kvZsmXLOSdYsJasrCyuuOIKfv/99zMej+ocr2pfQ5SWlsakSZNYvnz5GbeXl5dXd5ciIiKN1piIaP6771eWJ+xlQcxm9mUc55nLx1g7lojIObm6urJv3z5rxzgrLy8v9u7dWyP7qvaQualTp5Kdnc3mzZtxdnZm+fLlzJ8/nzZt2lSYF1xEREQgyjeYUPdmFJvLmLFpMfMP/MbBrFRrxxIRkT9V+wzRmjVr+O677+jevTs2NjaEhoYyaNAgPDw8eO6557j66qtrI6eIiEiDZDKZGBMRxWu71hDo6sWENt3xcnCxdiwREflTtc8Q5efn4+/vD4C3tzdpaWnAqen5tm/fXrPpREREGoHTN2lNyc9mYvvL8Hdxt24gERGxqHZB1K5dO2JiYgCIiori3XffJTk5mXfeeeecM8+JiIg0VW28/Onk04Iyw8yS+D+sHUdELsIFzkcmdaw6x6naQ+buv/9+jh8/DsATTzzB0KFDWbBgAQ4ODsybN6+6uxMREWkSxkREszfjON/G7qCDTwuO5mVYzhyJSP1nb2+PyWQiLS0NPz+/SjdNlfrDMAzS0tIwmUxVmsWw2gXRTTfdZPm6W7duJCQkcODAAVq2bImvr291dyciItIkjAqP4plty9icGs/oJW/h6eDEsNBIHG2r/atYRKzA1taW4OBgkpKSKtwsVeonk8lEcHAwtra252170T+FXVxcuOSSSy52NyIiIo1akJsXPQPC2JwaTzMnV/oEtSWnpBA/Z11PJNJQuLm50aZNG0pLS60dRc7D3t6+SsUQXEBBNG7cOHr06MEjjzxSYf2LL77I1q1b+eqrr6q7SxERkSZhdEQ0m1PjaeHiyetXjbd2HBG5ALa2tlX+oC0NQ7UnVVi/fj3Dhw+vtH7YsGGsX7++RkKJiIg0RiPCOmNnsuGPjGMcyU6zdhwREeECCqK8vDwcHBwqrbe3tycnJ6dGQomIiDRGPk6uXBnYBoDFsTtJK8zlQGaKlVOJiDRt1S6IOnfuzMKFCyut/+KLL+jYsWONhBIREWmsxrSKBmBBzBa6L3yOxzZ9Z91AIiJNXLWvIXr88ce55pprOHLkCP379wdg9erVfP7557p+SERE5DyGtOyIo60dJwpzMQEl5jKKykpxsjv/1LAiIlLzqn2GaOTIkSxevJjDhw9z99138+CDD5KUlMSqVasYM2ZMLUQUERFpPNzsHRkccmpExQ1tL+WHEfeoGBIRsaILmnb76quv5uqrr67pLCIiIk3CmIgofojfzeqkGMrNZmxtqv33SRERqSEX9BM4KyuL//73vzz66KNkZGQAsH37dpKTk2s0nIiISGPUN7gdng5OpBbksDk1jjJzObklRdaOJSLSJFW7INq9ezdt27blhRde4KWXXiIrKwuAb775hhkzZtR0PhERkUbH0daOYaGRALy6czXdFz7H7J2rrJxKRKRpqnZBNG3aNCZNmsShQ4dwcnKyrB8+fLjuQyQiIlJFYyKiAdiVnkR6UR4bjh3GMAzrhhIRaYKqfQ3R1q1beffddyutDwoKIiVF91IQERGpisubR+Dv7M6JwlymRg/g/qj+mEwma8cSEWlyqn2GyNHR8Yw3YD148CB+fn41EkpERKSxs7WxYWR4FwDictKxt7G1ciIRkaap2gXRqFGj+M9//kNpaSkAJpOJxMREHnnkEcaNG1fjAUVERBqr08PmViTuo6C0BEDD5kRE6li1C6JXXnmFvLw8/P39KSwspE+fPrRu3Rp3d3eeeeaZ2sgoIiLSKEX7BhPq3ozCslKe/X0Zo398i+/idlk7lohIk1Lta4g8PT1ZuXIlGzZsYPfu3eTl5XHJJZcwcODA2sgnIiLSaJlMJsZERPHarjWsTz5EbE46nkecLWeORESk9l3QjVkBevfuTe/evWsyi4iISJMz+s+CKCHnJP/XdTAT2l5q7UgiIk1KtYbMmc1mPvzwQ0aMGEFkZCSdO3dm1KhRfPzxxxrzLCIicgHaegXQ0acF5Rj4OLvi7+Ju7UgiIk1KlQsiwzAYNWoUt912G8nJyXTu3JlOnTqRkJDApEmTGDt2bG3mFBERabROD5H7LlbXD4mI1LUqF0Tz5s1j/fr1rF69mh07dvD555/zxRdfsGvXLlatWsWaNWv4+OOPazOriIhIozQ6PAqA31Li+D52Fw/88iWx2WlWTiUi0jRUuSD6/PPPefTRR+nXr1+lbf3792f69OksWLCgRsOJiIg0BUFuXvQICMPAYPbOVXx1eDvfxO60diwRkSahygXR7t27GTp06Fm3Dxs2jF27dKpfRETkQpw+S1RqLufm9pcxKKSDlROJiDQNVS6IMjIyCAgIOOv2gIAAMjMzaySUiIhIUzMivDO2JhsScjO4reMVRPkGWzuSiEiTUOWCqLy8HDu7s8/SbWtrS1lZWY2EEhERaWqaOblxZWBrABZrcgURkTpT5fsQGYbBpEmTcHR0POP24uLiGgslIiLSFI2JiGZd8kG+i9vFuFZd+TF+D5M79cbB9oJvGygiIudR5Z+wEydOPG+bm2+++aLCiIiINGVDQzvhuNGOI9lpjFryFieL8mnj5c/glh2tHU1EpNGqckH00Ucf1WYOERGRJs/N3pFBIR34MX4PQW7edPBugZv9mUdmiIhIzajyNUQiIiJS+0ZHnJptLjU/m8+G3EKvFq2snEhEpHFTQSQiIlKP9Atqh4eDE6mFuWxOjbd2HBGRRk8FkYiISD3iZGfPsNBIAL6L3UVhWSm/Hjts5VQiIo2XCiIREZF6Zsyfw+Z+iNtNt4XPMOGnDziWn23lVCIijZMKIhERkXqmV/NW+Dm7kV1SSAsXTwJdPUnMPWntWCIijVKVZpn7/vvvq7zDUaNGXXAYERERAVsbG0aGdeHD/RuJ8PTl3X43YmPS3zBFRGpDlQqiMWPGVGlnJpOJ8vLyi8kjIiIiwJhW0Xy4fyM/Jx+iqKwMF3sHa0cSEWmUqvTnJrPZXKV/KoZERERqRlffEELdfSgoK2Hl0f0YhkF6YZ61Y4mINDo6/y4iIlIPmUwmRoefmlzh85gtDFw8h6Hfv0652WzlZCIijUuVhsz9XX5+Pj///DOJiYmUlJRU2HbffffVSDAREZGmbnRENK/vXstvqXE42zlQXF7KoewTtPdubu1oIiKNRrULoh07djB8+HAKCgrIz8/Hx8eH9PR0XFxc8Pf3V0EkIiJSQ9p5B9DBuzn7M1O4qX0PpnTuh6ejs7VjiYg0KtUeMvfAAw8wcuRIMjMzcXZ25rfffiMhIYFu3brx8ssv10ZGERGRJmt0RDQAu9KSVAyJiNSCahdEO3fu5MEHH8TGxgZbW1uKi4sJCQnhxRdf5NFHH62NjCIiIk3W6PAuAGxKieP4nzdnNQzDmpFERBqVahdE9vb22Nicepi/vz+JiYkAeHp6cvTo0ZpNJyIi0sSFuPtwqX8oBgYf7vuV21Z/wp3rPrN2LBGRRqPa1xB17dqVrVu30qZNG/r06cPMmTNJT0/nk08+ITIysjYyioiINGmjI6LZeiKBNUkxxGSlYmeyIbO4AG9HF2tHExFp8Kp9hujZZ5+lRYsWADzzzDN4e3tz1113kZaWxrvvvlvjAUVERJq6EWGdsTXZEJOVyj2d+7J01L0qhkREaki1zxB1797d8rW/vz/Lly+v0UAiIiJSka+zG70DW/Nz8kGc7Ozo6NPC2pFERBqNap8h6t+/P1lZWZXW5+Tk0L9//5rIJCIiIn8zNuLUTVoXx+7SpAoiIjWo2meI1q1bV+lmrABFRUX88ssvNRJKREREKhrSshOOtt9yJDuNFYn7+D0tkSBXLyZ2uNza0UREGrQqF0S7d++2fL1v3z5SUlIsy+Xl5SxfvpygoKCaTSciIiIAuDs4MTCkA0vi97AgZgtrkmMI9/Dl5vaXYTKZrB1PRKTBqnJBFB0djclkwmQynXFonLOzM3Pnzq3RcCIiIvI/o8OjWBK/h70ZxxkeGsnoiCgMDEyoIBIRuVBVLoji4uIwDIOIiAi2bNmCn5+fZZuDgwP+/v7Y2trWSkgRERGB/sHtcLd3JLUwh1s7XkHP5uHWjiQi0uBVuSAKDQ0FwGw211oYEREROTsnO3uGhUby5eHfWRy7UwWRiEgNqPYscwBHjhzh3nvvZeDAgQwcOJD77ruPI0eO1HQ2ERER+ZsxEdEA/Bi/h5NF+XxxcCu/n0i0bigRkQas2gXRTz/9RMeOHdmyZQtdunShS5cubN68mU6dOrFy5crayCgiIiJ/6tUiAj9nNzKLC3h4wyIe+vVrPtz/q7VjiYg0WNWednv69Ok88MADPP/885XWP/LIIwwaNKjGwomIiEhFdja2jAjrwkf7N1JSXk4bT3+6+oZYO5aISINV7TNE+/fv59Zbb620/pZbbmHfvn01EqqmhYWF0aVLF6Kjo+nXr5+144iIiFyU08PmNqfGsWTkPdzWqbd1A4mINGDVLoj8/PzYuXNnpfU7d+7E39+/JjLVio0bN7Jz507Wrl1r7SgiIiIX5RK/EFq6+VBYXsqqowesHUdEpEGrckH0n//8h4KCAiZPnsztt9/OCy+8wC+//MIvv/zC888/zx133MHkyZNrM6uIiIgAJpOJ0RFRAHwXtwuzYWZLajwni/KsnExEpOGpckE0a9Ys8vLyePzxx5k5cyZz586lT58+9OnThzfeeIMnn3ySf//739UOsH79ekaOHElgYCAmk4nFixdXavPmm28SFhaGk5MTPXv2ZMuWLdV6DpPJRJ8+fbj00ktZsGBBtTOKiIjUN6cLojVJMdy2+hOuWfoOXx/eYeVUIiINT5UnVTAMAzhVXDzwwAM88MAD5ObmAuDu7n7BAfLz84mKiuKWW27hmmuuqbR94cKFTJs2jXfeeYeePXsyZ84chgwZQkxMjGWIXnR0NGVlZZUeu2LFCgIDA9mwYQNBQUEcP36cgQMH0rlzZ7p06XLBmUVERKytvXdz2ns350BmCq72jrjZO1JYVmLtWCIiDU61ZpkzmUwVli+mEDpt2LBhDBs27KzbZ8+ezeTJk/nXv/4FwDvvvMOSJUv48MMPmT59OsAZr2n6q6CgIABatGjB8OHD2b59+1kLouLiYoqLiy3LOTk5AJSWllJaWlrlfsmFOf0a67VuenTsmy4d+ws3MjSSA5kpHMvPYsu4/8PZzqFBvY469k2XNY69vs/kbKpVELVt27ZSUfR3GRkZFxXor0pKSvj999+ZMWOGZZ2NjQ0DBw5k06ZNVdpHfn4+ZrMZd3d38vLyWLNmDddff/1Z2z/33HPMmjWr0voVK1bg4uJS/U7IBdE9rZouHfumS8e++tzKiwDYkhrP4uVL8bRxsHKiC6Nj33TV5bEvKCios+eShqVaBdGsWbPw9PSsrSyVpKenU15eTkBAQIX1AQEBHDhQtVl1UlNTGTt2LADl5eVMnjyZSy+99KztZ8yYwbRp0yzLOTk5hISEMHjwYDw8PC6gF1IdpaWlrFy5kkGDBmFvb2/tOFKHdOybLh37i/Pd8nS2px+lsJU/N3ToxYmCXHydXbExVXsi2TqnY990WePYnx71I/J31SqIJkyYUK+n1j6TiIgIdu3aVeX2jo6OODo6Vlpvb2+vH9Z1SK9306Vj33Tp2F+Ysa26sj39KN8n7GH7ySSWJfzBl0Mnc1nzCGtHqzId+6arLo+9vsfkbKr856PzDZWrDb6+vtja2pKamlphfWpqKs2bN6/zPCIiIvXNiPDO2Jps2JWeBBiYDYNtJxKsHUtEpMGockF0epa5uuTg4EC3bt1YvXq1ZZ3ZbGb16tVcfvnldZ5HRESkvvFzdqd3i1YAtHDx5NdrH2ZKl35WTiUi0nBUuSAym821MlwuLy+PnTt3WmaKi4uLY+fOnSQmJgIwbdo03n//febPn8/+/fu56667yM/Pt8w6JyIi0tSNiYgGYF3yQVq6+Vg3jIhIA1Ota4hqw7Zt2+jX739/yTo9ocHEiROZN28e48ePJy0tjZkzZ5KSkkJ0dDTLly+vNNGCiIhIUzU0tBPTN33L4ew09mUcp1OzQMyGuUFMrCAiYm1WL4j69u173uF4U6ZMYcqUKXWUSEREpGFxd3BiQHB7lib8wdeHd/DZwS0sT9zHqjFT8XbULSNERM5FfzoSERFpBEZHRAHwY8JutqTGk1qQw/KEvVZOJSJS/1n9DJGIiIhcvP7B7XG3d+RYfjb/6tCLDj4tLJMtiIjI2ekMkYiISCPgbGfP0NBOABzNy6RvUFvsbGytnEpEpP5TQSQiItJInJ5t7se4PZSay60bRkSkgdCQORERkUbiihat8HVyI70ojxWJ+zmen8X2tETe7HODVW6wLiLSEOgMkYiISCNhZ2PLiPDOACyJ381zvy/n+7jd/HHymJWTiYjUXzpDJCIi0oiMjYhm3v5NrD56gNs79cbP2Z1gd29rxxIRqbdUEImIiDQil/i1JMTNm6N5mXT0CWRkeBdrRxIRqdc0ZE5ERKQRMZlMlnsSLY7dad0wIiINgAoiERGRRmZ0eDQAa5NiOFmYz5qkGD458Jt1Q4mI1FMaMiciItLIdPBpTjuvAGKyUvnvvl+Yu3sdLnYOjGt1CS72DtaOJyJSr+gMkYiISCN0+p5E208cpZtfS8a36U5heYl1Q4mI1EM6QyQiItIIjY6I4oXtP7EpNZat188gwMXD2pFEROolnSESERFphFq6+3CJX0vMhsEPcbutHUdEpN5SQSQiItJIjflztrnv4nYBEJeTzva0RGtGEhGpd1QQiYiINFIjw7tgYzKxI+0o/927gSu/fpnHf/ve2rFEROoVFUQiIiKNlJ+zO71btAYgvTAPR1s7vBxdKCwrtXIyEZH6Q5MqiIiINGJjIqJYf+wQPyXuY/v4x/B0dLZ2JBGRekVniERERBqxoaGRONracSj7BMn5mdaOIyJS76ggEhERacQ8HJzoH9wOgMWxpyZXKCwrIb0wz5qxRETqDRVEIiIijdzoP2/S+l3sLhbEbCb686eZvXOVdUOJiNQTKohEREQauQHB7XGzdyQ5P4vCslLyy0rYlZ6EYRjWjiYiYnUqiERERBo5Zzt7hrbsBMCR7DS+u/oufhxxDyaTycrJRESsTwWRiIhIEzCmVTQASxP+oItvsIohEZE/qSASERFpAnq3aEUzJ1dOFuWz4dhhAAzDoNxstnIyERHrUkEkIiLSBNjZ2DIirAtwanKFLw5upd+3s/ny8O9WTiYiYl0qiERERJqIMRFRACxL+IOUghwOZ6fxQ9xuK6cSEbEuO2sHEBERkbrRzb8lwW5eJOVl0czJjVd7X8fQ0E7WjiUiYlU6QyQiItJE2JhsGB0eDcDPyQe5rk033B2crBtKRMTKVBCJiIg0IaP/HDa3JukA2cWFVk4jImJ9KohERESakA7ezWnnFUCJuZzliXtZnrCXW1bNZ1/GMWtHExGxChVEIiIiTYjJZLKcJVocu5NvjuxgxdH9fH1kp3WDiYhYiQoiERGRJuZ0QfTr8SOMDOvCvV36cUOb7lZOJSJiHSqIREREmphQ92Z09QvBbBicKMrlkW5DaO3lb+1YIiJWoYJIRESkCRoTEQ2cukmriEhTpoJIRESkCRoZ1gUbk4ntaYnE56SzL+MYz25bRmFZibWjiYjUKd2YVUREpAnyd3Hnihat+OXYYb6P3c3nh7ZyNC+TSJ9ARv15jZGISFOgM0QiIiJN1OjwU4XPd3G7mNCmO1eHdSbIzcu6oURE6pgKIhERkSZqWGgkDja2xGSlMrhlJ97tdyPd/EOtHUtEpE6pIBIREWmiPB2d6R/cHjh1TyIRkaZIBZGIiEgTNibi9LC5nRiGQVZxAUvi91g5lYhI3VFBJCIi0oQNCOmAq50DSXlZ/JJ8mEu/fI471i4gLifd2tFEROqECiIREZEmzNnOnqGhnQD46eg+egSE0967OemFeVZOJiJSNzTttoiISBM3JiKar4/s4Mf43ay/5kE8HV2sHUlEpM7oDJGIiEgT1zuwNT6OrpwsymdHepK144iI1CkVRCIiIk2cvY0tI8M7A/Ddn7PNmQ0z8TknrZhKRKRuqCASERERRkdEA7AsYS8HMlK47KsXGPXjW5Say60bTESklqkgEhEREbr7tyTI1Yu80mIOZqVSUl5OmVHO4aw0a0cTEalVmlRBREREsDHZMCo8irf/+Jkf4nfz2ZBbiPDww8nO3trRRERqlc4QiYiICABjW526SeuapBiC3XxUDIlIk6CCSERERADo4N2Ctl7+FJeXsTzhD8t6XUckIo2ZCiIREREBwGQyMTr81FmixbG72HvyGNcve49JK+dZN5iISC1SQSQiIiIWp2eb23D8MCXmMjamxLLh+BEyivKtG0xEpJZoUgURERGxCPNoRrRvCDvTj7Ij7Size19Lrxat8HFytXY0EZFaoTNEIiIiUsGYiFPD5r6L3cX1bboT7OZt5UQiIrVHBZGIiIhUMDK8CzYmE7+nJZKYm2HtOCIitUoFkYiIiFQQ4OJBr+atAPg+bhcHMlOYvvFb3ti91srJRERqngoiERERqWT0n8Pmvj2yk8PZaXwas5mPD/yG2TBbOZmISM1SQSQiIiKVDAvthIONLTFZqYS4enNj2x7M7n2dtWOJiNQ4FUQiIiJSiZejC/2C2wGwLPEPXrjiGnoHtsbGpI8OItK46KeaiIiInNGYP+9J9F3sLgzDsG4YEZFaooJIREREzmhgSHtc7Rw4mpfJ9rREUgtyeO+PX9hw7LC1o4mI1BgVRPL/7d17dFT13e/xz8xkciMkEBISEnIhEkAIZDAYxJYKiNCoEWyr1j4HAQvt8ba06FpHaguPPueR9qg99qmsY2srah8VvFTiDQQRiyI2XEwQRe5gICQkBMmN3Gb2+YNkYJgACUxmJ+z3a62sML/5zd7fyXcmkw97z28AAGhXREiopqaNkCQt31usv329Xo9tfE9Ltn9mcmUAEDgEIgAAcFZtp829s2+rpg3K1pj+aZqccrm5RQFAAIWYXQAAAOi+xicNVt+wSFU21KqyoVbLb7jL7JIAIKA4QgQAAM7KaXcof9AoSScXVwCASw2BCAAAnNO0QSc/pHXFgW1qaGlWs8et1d9+rdK64yZXBgAXj0AEAADO6cqENCX1ilFNc6M+OrhDd619RbPXvKQ3dm82uzQAuGgEIgAAcE52m103tR4lWr63SFNSL1d8RJTCHLwVGUDPRyACAADndXPranNrDn6jawcO08Zb5+uXWT8wtygACAACEQAAOK/hsQOUGdNfje4WfXRwh0LsDrNLAoCAIBABAIDzstlsmpbRetrcvlOrze05XqEWj9ussgDgohGIAABAh7QFok9Ld6vyRK1mrFqia/7xlD49vMfkygDgwhGIAABAhwyKjlN23EC5DY/e3f+lUnvHymGza8exMrNLA4ALxvIwAACgw27OcKm48qCW7y3SsxP/Tb9yXau4iCizywKAC8YRIgAA0GE3Dholm2zadOSAmt0thCEAPd4lH4h27Nghl8vl/YqIiNDy5cvNLgsAgB4pMTJaVw/IkCQV7NvqHW90t5hVEgBclEs+EA0dOlRFRUUqKirSp59+ql69eum6664zuywAAHos72pze4vU7HHr3n8uVfar/6Ej9TUmVwYAnXfJB6LTvf3227r22mvVq1cvs0sBAKDHuj4tS067Q98cK9Oe4xU6UHNUtc2NWl2y3ezSAKDTTA9E69atU35+vpKSkmSz2do9nW3x4sVKT09XeHi4xo4dq8LCwgva12uvvabbbrvtIisGAMDa+oRFamLyEElSwd5iPTImT+/ceI9+NuRKkysDgM4zPRDV1dUpOztbixcvbvf6ZcuWad68eVq4cKG2bNmi7OxsTZ06VUeOHPHOcblcysrK8vsqLS31zqmurtZnn32m66+/vsvvEwAAl7rpGS5JJwPR2IRBGh2fIpvNZm5RAHABTF92Oy8vT3l5eWe9/g9/+IPmzp2r2bNnS5KeffZZvffee3r++ef18MMPS5KKiorOu5+CggJNmTJF4eHh55zX2NioxsZG7+Xq6mpJUnNzs5qbm8+7H1yctp8xP2vroffWRe97pgkDBisyJFTf1lZp4+F9Gh2f0ult0HvrMqP3PM5wNqYHonNpamrS5s2bNX/+fO+Y3W7X5MmTtWHDhk5t67XXXtMvfvGL885btGiRHn30Ub/xVatWKTIyslP7xIVbvXq12SXAJPTeuuh9zzPCHq2NqtR/ffy2boxI0UeNh7WnuUb39r5c9k4cLaL31hXM3tfX1wdtX+hZunUgqqyslNvtVkJCgs94QkKCvvnmmw5v5/jx4yosLNSbb7553rnz58/XvHnzvJerq6uVkpKiKVOmKDo6uuPF44I0Nzdr9erVuu666+R0Os0uB0FE762L3vdcEYd2auPav2ubrVb/NeU6/ftbT6m2pVEJV2bpyv5p5709vbcuM3rfdtYPcKZuHYgCJSYmRuXl5R2aGxYWprCwML9xp9PJL+sg4udtXfTeuuh9zzMxdZj6hkWqsqFWXx0v14OjJys2PErZ/VM61Ut6b13B7D2PMZyN6YsqnEtcXJwcDodfmCkvL1diYqJJVQEAAEly2h26MX2kpJOfSTR3xHj9+LLR6uX0/49FAOiuunUgCg0NVU5OjtasWeMd83g8WrNmjcaNG2diZQAAQDr1Ia3v79+mhhbetA6g5zH9lLna2lrt3r3be3nfvn0qKipSbGysUlNTNW/ePM2cOVNjxoxRbm6unn76adXV1XlXnQMAAObJTUjXgMgYHa4/rrWHdmhC8hB98O3XOlh7TPeOmmh2eQBwXqYHok2bNmnixFO/MNsWNJg5c6ZeeOEF3XbbbaqoqNCCBQtUVlYml8ullStX+i20AAAAgs9us+umjGz9eds6Ld9brNSoWN37z6UKtTs0Y+hVigmLMLtEADgn0wPRhAkTZBjGOefce++9uvfee4NUEQAA6IybWwPRhyXb9cTVP9LklGEaEZskj+ExuzQAOC/TAxEAAOjZRsQm6bKYeO05XqFVJV/rhcmzzC4JADqsWy+qAAAAuj+bzabprYsrLN9bbHI1ANA5BCIAAHDRpg1ySZI+Kd2tow21MgxDxZUH9UnpLnMLA4DzIBABAICLlhETp+y4gXIbHr2770sV7CvWDe88o4X/eue87xUGADMRiAAAQECcOm2uSBOThyomNEKX9x2gE3w+EYBujEUVAABAQOQPytZjhe9r45EDqmlu0JafPqIwB39qAOjeOEIEAAACIjEyWuMSB0mSCvYWE4YA9AgEIgAAEDDTMlySTp4216aqoU6Har8zpR4AOB8CEQAACJjr07PktDu0/ViZdhwr14vbN+iKpf+pJ79YZXZpANAuAhEAAAiYvmGRmpA8RJJUsLdIw2MHqMXwqKT2GKvNAeiWCEQAACCgpreeNlewr1g58alae/M8vZH3S9lsNnMLA4B2EIgAAEBAXZdyuSJCnDpQU6WioweV2ae/2SUBwFkRiAAAQEBFOkM1NXWEpJOrzbVxezxqdLeYVRYAtItABAAAAu7m1tPm3tm3VW6PRy9s36Dc13+nV3YUmlsYAJyBQAQAAAJufNJg9QmL1JETNdpQtlctHrfK66u1umS72aUBgA8+MQ0AAARcqCNEN6aP1H/v+Jfe2lukX4/5oVKi+mriwKFmlwYAPjhCBAAAusS0jGxJ0ooD2xTlDNfUtBEKdfB/sQC6FwIRAADoEmMT0pUYGa3qpgatPbjD7HIAoF0EIgAA0CXsNrumDTp5lGj53iJJ0hu7t+jH7/9Zm498a2JlAHAKgQgAAHSZtg9pXV2yXbXNjVpXukv/Kt+nf+z5wtzCAKAVJ/ICAIAuk9UvSRnRcdpbXamVB77SHUOv0uV9EzWtNSgBgNk4QgQAALqMzWbzHiUq2FusMQlpumvkNUrqFWNuYQDQikAEAAC61PTW1ebWle7S0YZak6sBAF8EIgAA0KUyYuI1ql+y3IZH7+3fJsMw9NnhPZr/eYFOGC1mlwfA4ghEAACgy7WdNte22tyvNyzX0t2bVNRUZV5RACACEQAACIL8QaNkk02F5ftVWndcM4ZdpdsG52igo5fZpQGwOAIRAADocgN6xeiqxEGSpIJ9xfr58O/pd1dNV0rIyUB0wzvP6KrXf6fiyoPe22yvKtP/LfpQ7+3/0mdbRxtq1dDSHLziAVzSCEQAACAoprUurlDQetrc6Q7WHtPB2u8Uaj/1iSBbjx7UU198qFd3bvSZ++P3/6zBf/+tNpTt9Y5tPvKt7vn4VT375TqfuUUVJdp29JDqm5sCeE8AXEoIRAAAIChuSMuS0+7QV1WHtfO7cp/rlt9wlwpuuFvp0f28Y+m9++nfhuRqQvIQn7nVTQ2SpD6hkd6x3cePqGBfsdYf3uMz9/5PXtMP3/6Tio+eOvK07tAuTSn4ox7ZUOAz9919W/WPPV+o4kSNd8xjeGQYxgXeYwA9AR/MCgAAgqJveC9dk5ypD0u+UcHeYj0wcqL3ukHRcRoU7Tt/bOIgjW09ze50m2/7tWqaGxUZ4vSOueJS9O+5NyrxjM83io+IUm1Tg/qFn3qvUmndd/q66rASInx3+MQXq7XneIVez/uF4iN6S5JWf7tdd338isYnZerF62Z55/6/L/+pmqYG3ZKZo0HRcZKk2uZGHW2oVb/wKEU5wzr3wwFgGgIRAAAImukZLn1Y8o2W7y3W/VkTLmgbNptN0aHhPmND+yZoaN8Ev7lv5P3Sb2ziwKH67yl3KirEN7TkJqQrMTJaiZGnglJVY72aPG4Z8j1K9OrOjdpbXakfJGd6A9Gnpbs156O/a3R8it658R7v3Ec2FOjIiWrdnz1JWf2SJUkVJ2q0tfKQBvSK1vDYpE7+BAAEEoEIAAAEzZSU4YoIcepAzVEVHz1kSg0JkdFKiIz2G3/iez/2G7s5w6XxSYP9xm8fcqUO1n6n1KhY71iDu1kRIU7FhvmunLeudJf2VVfq58O/5x3bfORbzfno77oiPlVv33i3d3zm6hf0bU2VFl09XVclZkiSDtQc1Yr9XyktOlZ5aVneuXXNjYoIccpu4x0QwMUgEAEAgKCJdIZqSupwFewt1jv7tyrH7ILOIzzEqYFRff3G7xp5jd/Y9AyXpme41OJx+4z/ZkyeyuqrNTimv3cs1BGikf2Sldmnv8/cPccrtL/mqGyyece+rjqs/73pfeXEp/oEots/+JuKKku05NqZujZlmCRpx7Fy/eWrT5QZ01//c+QPvHN3flcuu2xKjuqjiJDQTv4UgEsbgQgAAATV9EHZrYHoS42OyDr/DXqYELvD5/LUtBF+cyYNHKpJA4f6jf/t2jtUeaJGl8cO8I71j+itH102Wmm9Y33mVjXUyWMY6n3a6YN7jldo2a5NyolP9QlED376hr6oKNHfJs3w1lNUUaKF/3pHI/ol6fFx071zPz60UydampQTn6b+kb07d+eBHohABAAAguqa5CGKCY1QRUOtdjmrzS6nW2nvvVA5/dOU0z/Nb+5HN/9Kxxrr1Sfs1Gp7mX36639dMVX9InxP24sMCVVMaLhifRaXOK7NFd/KZrP5zH1yy2oVVfqGp8/L9urna16SKy5FL0/9uXfuyzsKVdVQp+vTs3RZTLwkqaGlWdVNDeobHinnGeEQ6I4IRAAAIKhCHSG6MX2kXt5ZqE1NlWaX02OFOkL83guV2ae/32l4krTsh3P9xnL6p+q5Sf/D7xS64bEDZLfZNOC0FfuONtTpeFOD6lt8P8/plZ2FKq48qKF9E7yBaEvFt7p15XMaHBOvj3/0oHfuE1tWqaT2mGZffrWy+iR2/g4DXYRABAAAgm5aRvbJQNRYqdkfvSSnI0QOm10hdrscdrucNoccdrtC2sa83x3eOSevc/jPab3O0Xrdye2dnHvqOt/vIfZT2zo55j/39H1cCgsZJERG+7wnqc3/+d6P/MYmJg/V2pvn+a22d0P6SA3rm+BdaU+SapoaZJPN52iUdPJUvOLKg8pPHykRiNCNEIgAAEDQXZU4SClRfVVSe0wfl+4yu5xOs9tsZwQrxxnh6WRway98nR64nN6Q5TjrXKfdcVogbA1v7QY2xxlzzhIOT9te+/t0yNnO7TKi42Q/4/S6u9tZXGJq2gjtn/mfanA3+80tqTmmYX0JQ+heCEQAACDo7Da7Xpl8p/66ukAjR42SYbfJ7fGo2eOW2/CoxeNRi+GR2+Nu/e7xfvefc/p3d+scT+ucs889fTunvrv95rbHYxhqMtzSGSvKWcG5g1/7R+FOD2GflO6SXTZV1lQoqXKUrhzg/+G7QDARiAAAgCkGRvVRbli8rr9stJxOp9nltMswjHZCk29ga24nUJ0+p8Xjbvf2p4evFo9veGtvX77baX9us8ftDXL+23G3zvENj+3NbT5H0GsxPGpxe9QYgJ9vVUNdALYCXBwCEQAAwFnYbDaF2Bx+S2lf6gzDkMcwzjiq5vYJT6eHL/9gdXr4cvvNaWppVlFxsd+KeoAZCEQAAADwYbPZ5LDZ5JBd6oIs2NzcrF47ypTcq0/gNw50Us9fIgUAAAAALhCBCAAAAIBlEYgAAAAAWBaBCAAAAIBlEYgAAAAAWBaBCAAAAIBlEYgAAAAAWBaBCAAAAIBlEYgAAAAAWBaBCAAAAIBlEYgAAAAAWBaBCAAAAIBlEYgAAAAAWBaBCAAAAIBlEYgAAAAAWBaBCAAAAIBlEYgAAAAAWBaBCAAAAIBlhZhdQHdnGIYkqbq62uRKrKG5uVn19fWqrq6W0+k0uxwEEb23LnpvXfTeuszofdvfcm1/2wFtCETnUVNTI0lKSUkxuRIAAABcrJqaGsXExJhdBroRm0FMPiePx6PS0lL17t1bNpvN7HIuedXV1UpJSVFJSYmio6PNLgdBRO+ti95bF723LjN6bxiGampqlJSUJLudd43gFI4QnYfdbtfAgQPNLsNyoqOjeXG0KHpvXfTeuui9dQW79xwZQnuIxwAAAAAsi0AEAAAAwLIIROhWwsLCtHDhQoWFhZldCoKM3lsXvbcuem9d9B7dCYsqAAAAALAsjhABAAAAsCwCEQAAAADLIhABAAAAsCwCEQAAAADLIhChR6uvr1daWpoeeughs0tBkJSUlGjChAkaPny4Ro0apddff93sktCF3n33XQ0dOlSZmZn661//anY5CCKe6+A1HsHCKnPo0R555BHt3r1bKSkpevLJJ80uB0Fw+PBhlZeXy+VyqaysTDk5Odq5c6d69epldmkIsJaWFg0fPlxr165VTEyMcnJy9Nlnn6lfv35ml4Yg4LkOXuMRLBwhQo+1a9cuffPNN8rLyzO7FATRgAED5HK5JEmJiYmKi4tTVVWVuUWhSxQWFmrEiBFKTk5WVFSU8vLytGrVKrPLQpDwXLc2XuMRTAQidIl169YpPz9fSUlJstlsWr58ud+cxYsXKz09XeHh4Ro7dqwKCws7tY+HHnpIixYtClDFCJRg9L7N5s2b5Xa7lZKScpFVoytc7GOhtLRUycnJ3svJyck6dOhQMEpHAATydwHP9Z4lEL3nNR7BRCBCl6irq1N2drYWL17c7vXLli3TvHnztHDhQm3ZskXZ2dmaOnWqjhw54p3jcrmUlZXl91VaWqqCggINGTJEQ4YMCdZdQgd1de/bVFVV6Y477tBf/vKXLr9PuDCBeCyg5wpU/3mu9zwX23te4xF0BtDFJBlvvfWWz1hubq5xzz33eC+73W4jKSnJWLRoUYe2+fDDDxsDBw400tLSjH79+hnR0dHGo48+GsiyEQBd0XvDMIyGhgZj/PjxxksvvRSoUtHFLuSxsH79emP69One6++//37j5ZdfDkq9CKwL/V3Ac73nu5De8xqPYOMIEYKuqalJmzdv1uTJk71jdrtdkydP1oYNGzq0jUWLFqmkpET79+/Xk08+qblz52rBggVdVTICJBC9NwxDs2bN0qRJkzRjxoyuKhVdrCOPhdzcXG3btk2HDh1SbW2tVqxYoalTp5pVMgKoI/3nuX5p6kjveY1HsBGIEHSVlZVyu91KSEjwGU9ISFBZWZlJVSEYAtH79evXa9myZVq+fLlcLpdcLpe+/PLLrigXXagjj4WQkBA99dRTmjhxolwulx588EFWmLtEdKT/PNcvTfwNgO4oxOwCgIs1a9Yss0tAEH3/+9+Xx+MxuwwEyU033aSbbrrJ7DJgAp7rkHiNR3BwhAhBFxcXJ4fDofLycp/x8vJyJSYmmlQVgoHeow2PBWuj/9ZF79EdEYgQdKGhocrJydGaNWu8Yx6PR2vWrNG4ceNMrAxdjd6jDY8Fa6P/1kXv0R1xyhy6RG1trXbv3u29vG/fPhUVFSk2NlapqamaN2+eZs6cqTFjxig3N1dPP/206urqNHv2bBOrRiDQe7ThsWBt9N+66D16HLOXucOlae3atYYkv6+ZM2d65/zpT38yUlNTjdDQUCM3N9f4/PPPzSsYAUPv0YbHgrXRf+ui9+hpbIZhGEFLXwAAAADQjfAeIgAAAACWRSACAAAAYFkEIgAAAACWRSACAAAAYFkEIgAAAACWRSACAAAAYFkEIgAAAACWRSACAAAAYFkEIgAAAACWRSACgB5o1qxZmj59umn7nzFjhh5//PEOz3/44Yd13333dWFFAABcGJthGIbZRQAATrHZbOe8fuHChfrVr34lwzDUp0+f4BR1muLiYk2aNEkHDhxQVFRUh25TWVmpjIwMFRUVKSMjo4srBACg4whEANDNlJWVef+9bNkyLViwQDt27PCORUVFdTiIdIU5c+YoJCREzz77bKdud8sttyg9PV1PPPFEF1UGAEDnccocAHQziYmJ3q+YmBjZbDafsaioKL9T5iZMmKD77rtPDzzwgPr27auEhAQ999xzqqur0+zZs9W7d28NHjxYK1as8NnXtm3blJeXp6ioKCUkJGjGjBmqrKw8a21ut1tvvPGG8vPzvWOPPfaYsrKy/Oa6XC799re/9V7Oz8/X0qVLL+InAwBA4BGIAOAS8eKLLyouLk6FhYW67777dNddd+mWW27R1VdfrS1btmjKlCmaMWOG6uvrJUnfffedJk2apNGjR2vTpk1auXKlysvLdeutt551H1u3btXx48c1ZswY79idd96p7du3a+PGjd6xL774Qlu3btXs2bO9Y7m5uTp48KD2798f+DsPAMAFIhABwCUiOztbv/nNb5SZman58+crPDxccXFxmjt3rjIzM7VgwQIdPXpUW7dulSQ988wzGj16tB5//HENGzZMo0eP1vPPP6+1a9dq586d7e7jwIEDcjgc6t+/v3ds4MCBmjp1qpYsWeIdW7Jkia655hqf9wslJSV5twEAQHdBIAKAS8SoUaO8/3Y4HOrXr59GjhzpHUtISJAkHTlyRNLJxRHWrl3rfU9SVFSUhg0bJknas2dPu/s4ceKEwsLC/BZ+mDt3rl599VU1NDSoqalJr7zyiu68806fOREREZLkPUIFAEB3EGJ2AQCAwHA6nT6XbTabz1hbiPF4PJKk2tpa5efn6/e//73ftgYMGNDuPuLi4lRfX6+mpiaFhoZ6x/Pz8xUWFqa33npLoaGham5u1k9+8hOf21ZVVUmS4uPjL+DeAQDQNQhEAGBRV1xxhd58802lp6crJKRjLwcul0uS9PXXX3v/LUkhISGaOXOmlixZotDQUP30pz/1HhFqs23bNjmdTo0YMSJQdwEAgIvGKXMAYFH33HOPqqqqdPvtt2vjxo3as2ePPvjgA82ePVtut7vd28THx+uKK67Qp59+6nfdnDlz9NFHH2nlypV+p8tJ0ieffKLx48f7BSUAAMxEIAIAi0pKStL69evldrs1ZcoUjRw5Ug888ID69Okju/3sLw9z5szRyy+/7DeemZmpq6++WsOGDdPYsWP9rl+6dKnmzp0b0PsAAMDF4oNZAQCdcuLECQ0dOlTLli3TuHHjvOOGYSgzM1N333235s2b53ObFStW6MEHH9TWrVs7fHoeAADBwKsSAKBTIiIi9NJLL/l8gGtFRYWWLl2qsrIyn88ealNXV6clS5YQhgAA3Q5HiAAAF81msykuLk5//OMf9bOf/czscgAA6DD+qw4AcNH4vzUAQE/FogoAAAAALItABAAAAMCyCEQAAAAALItABAAAAMCyCEQAAAAALItABAAAAMCyCEQAAAAALItABAAAAMCyCEQAAAAALOv/A7mwba08yFOWAAAAAElFTkSuQmCC", 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", 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", 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" ] @@ -473,15 +483,12 @@ "]\n", "\n", "for variable in variables:\n", - " for datalib in datalibs:\n", - " lib_dict = adfs[f'{datalib} {variable}']\n", - " lib_dict['Total'] = lib_dict['Data'].sort_values('shutdown', ascending=False).head(1)\n", - "\n", - " aop.plot_single_response(\n", - " [adfs[f'fendl3 {variable}'], adfs[f'fendl2 {variable}']],\n", - " data_key='Total',\n", + " alaraplot.plot_single_response(\n", + " adf,\n", + " run_lbls=datalibs,\n", + " variable=variable,\n", " total=True,\n", - " seconds=False\n", + " head=1\n", " )" ] } diff --git a/tools/alara_output_processing/alara_output_plotting.py b/tools/alara_output_processing/alara_output_plotting.py index 3dc89849..f4de1147 100644 --- a/tools/alara_output_processing/alara_output_plotting.py +++ b/tools/alara_output_processing/alara_output_plotting.py @@ -1,61 +1,103 @@ import matplotlib.pyplot as plt +import alara_output_processing as aop +from numpy import array + +def preprocess_data( + adf, + run_lbl, + variable, + nuclides = None, + time_unit='s', + sort_by_time='shutdown', + head=None +): + ''' + Prepare an ALARADFrame containing data from multiple runs and potentially + multiple responses for plotting by filtering rows to a specified run, + variable, and potentially nuclides. After filtering, a pivot table is + created indexed by nuclide with values for each cooling time. -#------------------------ Plotting Helper Functions -------------------------- + Arguments: + adf (alara_output_processing.ALARADFrame): ALARADFrame containing + response data from one or more ALARA runs. + run_lbl (str): Distinguisher of the specified ALARA run. + variable (str): Name of the response variable. + nuclides (str, list, or None, optional): Optional parameter for + nuclide selection. For a single nuclide, input should be a string + of the form "element-A". For multiple individual nuclides, they + should be input as a list. To filter all nuclides of a given + element, provide the chemical symbol of the desired element, + either as a stand-alone string or in a list with other elements or + nuclides. To include the "total" row produced by ALARA, write + "total". If no nuclides or elements provided, the filtering will + pass through all nuclides matching the run_lbl and variable + parameters. + (Defaults to None) + time_unit (str, optional): Optional paramter to set units for cooling + times. Accepted values: 's', 'm', 'h', 'd', 'w', 'y', 'c'. + (Defaults to 's') + sort_by_time (str, optional): Option to sort the ALARADFrame by the + data in a particular time column. + (Defaults to 'shutdown') + head (int or None, optional): Option by which to truncate the + ALARADFrame to a particular number of rows. + (Defaults to None) + + Returns: + times (list of floats): Chronological list of converted cooling times. + filtered (alara_output_processing.ALARADFrame): Modified copy of input + adf containing only rows that match all conditions in run_lbl, + variable, and (if present) nuclides. + piv (pandas.DataFrame): Pivot table indexed by nuclides with values + for each cooling time. + ''' + + filter_dict = { + 'run_lbl' : run_lbl, 'variable' : adf.VARIABLE_ENUM[variable] + } + if nuclides: + filter_dict['nuclide'] = nuclides + + filtered = adf.filter_rows(filter_dict) + + piv = filtered.pivot( + index='nuclide', + columns='time', + values='value' + ) + times = aop.convert_times( + array(adf['time'].unique().tolist()), 's', time_unit + ) + + if head: + sort_by_time = aop.extract_time_vals([sort_by_time])[0] + piv = piv.sort_values(sort_by_time, ascending=False).head(head) -def preprocess_data(df_dicts, data_key='Data', seconds=True): + return times, filtered, piv + +def build_color_map(list_of_pivs): ''' - Extract all of the ALARADFrames from df_dicts, their (shared) time - columns and store them in a list of tuples for each plot to be - produced. Additionally, for each plot, establish a corresponding - colormap. + Given a list of pivot DataFrames (one per run), build a stable color map + keyed by nuclide name. Arguments: - df_dicts (dict or list): Single dictionary containing an ALARA output - ALARADFrame and its metadata, of the form: - df_dict = { - 'Run Label' : (Distinguisher between runs), - 'Variable' : (Any ALARA output variable, dependent on ALARA - run parameters), - 'Unit' : (Respective unit matching the above variable), - 'Data' : (ALARADFrame containing ALARA output data for - the given run parameter, variable, and unit) - } - data_key (str, optional): Keyword for df_dicts to direct to the - desired ALARADFrame to source the plot's data. - (Defaults to 'Data') - seconds (bool, optional): Option to convert cooling times from - years to seconds. - (Defaults to True) + list_of_pivs (list of pandas.DataFrames): List of pivot tables indexed + by nuclide with values for each cooling time. Returns: - all_data (list of tuples): A list of all relevant data for each table - to be plotted including: - df_dict (dict): Single dictionary from list of dictionaries in - input df_dicts. - adf (alara_output_processing.ALARADFrame): Specialized ALARA - output DataFrame containing the extracted tabular data for - a single variable and interval/zone of an ALARA run. - times (list of floats): Cooling times (columns of adf). + color_map (dict): Preset color map for each nuclide in the pivot table + indices. ''' - all_labels = set() - all_data = [] - for df_dict in df_dicts: - adf = df_dict[data_key] - times = adf.process_time_vals(seconds=seconds) - adf = adf.T - for col in adf.columns: - label_text = f"{adf[col].iloc[0]}" - all_labels.add(label_text) - - all_data.append((df_dict, adf, times)) - - labels_sorted = sorted(all_labels) + all_nucs = set() + for piv in list_of_pivs: + for nuc in piv.index: + all_nucs.add(nuc) + nucs_sorted = sorted(all_nucs) cmap = plt.cm.get_cmap('Dark2') - color_map = {lbl: cmap(i % cmap.N) for i, lbl in enumerate(labels_sorted)} - return all_data, color_map + return {lbl: cmap(i % cmap.N) for i, lbl in enumerate(nucs_sorted)} def split_label(label): ''' @@ -152,18 +194,18 @@ def construct_legend(ax, data_comp=False): handletextpad=0.5, ) -#---------------------------- Plotting functions ----------------------------- - def plot_single_response( - df_dicts, - data_key = 'Data', - sort_by_time='shutdown', - head=None, - total=False, - yscale='log', - relative=False, - seconds=True - ): + adf, + run_lbls, + variable, + nuclides = None, + time_unit='s', + sort_by_time='shutdown', + head=None, + total=False, + yscale='log', + relative=False +): ''' Create a simple x-y plot of a given variable tracked in an ALARA output table (as stored in an ALARADFrame) against a log timescale. Options @@ -176,81 +218,86 @@ def plot_single_response( total=True, head=1. Arguments: - df_dicts (dict or list): Single dictionary containing an ALARA output - ALARADFrame and its metadata, of the form: - df_dict = { - 'Run Label' : (Distinguisher between runs), - 'Variable' : (Any ALARA output variable, dependent on ALARA - run parameters), - 'Unit' : (Respective unit matching the above variable), - 'Data' : (ALARADFrame containing ALARA output data for - the given run parameter, variable, and unit) - } - Alternatively, if comparing two ALARA runs, df_dicts can be a list - of dictionaries of the above form. - data_key (str, optional): Keyword for df_dicts to direct to the - desired ALARADFrame to source the plot's data. - (Defaults to 'Data') + adf (alara_output_processing.ALARADFrame): ALARADFrame containing + response data from one or more ALARA runs. + run_lbl (str): Distinguisher of the specified ALARA run. + variable (str): Name of the response variable. + nuclides (str, list, or None, optional): Optional parameter for + nuclide selection. For a single nuclide, input should be a string + of the form "element-A". For multiple individual nuclides, they + should be input as a list. To filter all nuclides of a given + element, provide the chemical symbol of the desired element, + either as a stand-alone string or in a list with other elements or + nuclides. To include the "total" row produced by ALARA, write + "total". If no nuclides or elements provided, the filtering will + pass through all nuclides matching the run_lbl and variable + parameters. + (Defaults to None) + time_unit (str, optional): Optional paramter to set units for cooling + times. Accepted values: 's', 'm', 'h', 'd', 'w', 'y', 'c'. + (Defaults to 's') sort_by_time (str, optional): Option to sort the ALARADFrame by the data in a particular time column. (Defaults to 'shutdown') - head (int or None, optional): Option to truncate the ALARADFrame to a - particular number of rows. - (Defaults to None) + head (int or None, optional): Option by which to truncate the + ALARADFrame to a particular number of rows. + (Defaults to None) total (bool, optional): Option to include the cumulative total contribution from all isotopes towards the select variable in the plot. If total=True, the total array will be treated equivalently to any of the other isotopes and will be plotted alongside them. If total=True and head=1, only the total will be plotted. - (Defaults to False) - yscale (str, optional): Matplotlib.pyplot yscale setting. + (Defaults to False) + yscale (str, optional): Option to set the y-axis scale. (Defaults to 'log') relative (bool, optional): Option to plot relative values with respect to totals at each cooling time. (Defaults to False) - seconds (bool, optional): Option to convert cooling times from - years to seconds. - (Defaults to True) - + Returns: - None + None ''' - data_comp = True - fig, ax = plt.subplots(figsize=(10,6)) + data_comp = False + _, ax = plt.subplots(figsize=(10,6)) - # Single run -- Data provided as dict or ALARADFrame - if not isinstance(df_dicts, list): - df_dicts = [df_dicts] - data_comp = False + if isinstance(run_lbls, list): + data_comp=True + else: + run_lbls = [run_lbls] - all_data, color_map = preprocess_data( - df_dicts, data_key=data_key, seconds=seconds - ) + data_list = [] line_styles = ['-', ':'] + for run_lbl, linestyle in zip(run_lbls, line_styles): + times, filtered, piv =preprocess_data( + adf=adf, + run_lbl=run_lbl, + variable=variable, + nuclides=nuclides, + time_unit=time_unit, + sort_by_time=sort_by_time, + head=head, + ) + data_list.append((run_lbl, times, filtered, piv, linestyle)) - # Plot data - for i, (df_dict, adf, times) in enumerate(all_data): - linestyle = line_styles[i % len(line_styles)] - for col in adf.columns: - label_text = f"{adf[col].iloc[0]}" - if not total and label_text == 'total': + color_map = build_color_map([piv for (_, _, _, piv, _) in data_list]) + for run_lbl, times, filtered, piv, linestyle in data_list: + + for nuc in piv.index: + if nuc == 'total' and not total: continue - label_suffix = '' - if data_comp: - label_suffix = f' ({df_dict['Run Label']})' + label_suffix = f' ({run_lbl})' if data_comp else '' ax.plot( - times, - list(adf[col])[1:], - label=label_text + label_suffix, - color=color_map[label_text], + sorted(times), + piv.loc[nuc].tolist(), + label=(nuc + label_suffix), + color=color_map[nuc], linestyle=linestyle ) - # Titles and labels, according to user specifications - title_suffix = (f'{df_dicts[0]['Variable']} vs Cooling Time ') + title_suffix = f'{variable} vs Cooling Time ' if relative: title_suffix += 'Relative to Total at Each Cooling Time ' @@ -259,22 +306,21 @@ def plot_single_response( if head: title_suffix += ( f'\n(ALARADFrame Head Sorted by Values at {sort_by_time})' - ) + ) if data_comp: title_prefix = ( - f'{df_dicts[0]['Run Label']}, {df_dicts[1]['Run Label']} ' - 'Comparison: \n' + f'{run_lbls[0]}, {run_lbls[1]} Comparison: \n' ) else: - title_prefix = f'{df_dict['Run Label']}: ' + title_prefix = f'{run_lbls[0]}: ' ax.set_title(title_prefix + title_suffix) ax.set_ylabel( - f'Proportion of Total {df_dict['Variable']}' if relative - else f'{df_dict['Variable']} [{df_dict['Unit']}]' + f'Proportion of Total {variable}' if relative + else f'{variable} [{filtered['unit'].unique()[0]}]' ) - ax.set_xlabel(f'Time ({'s' if seconds else 'y'})') + ax.set_xlabel(f'Time ({time_unit})') ax.set_xscale('log') ax.set_yscale(yscale) From 1867789c204e058c400a56f49d741d8803bddd78 Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Tue, 25 Nov 2025 15:23:23 -0600 Subject: [PATCH 08/11] Responding to requested changes. --- tools/ALARAJOYWrapper/pyalara.py | 1 - tools/alara_output_processing/alara_output_plotting.py | 4 +++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/tools/ALARAJOYWrapper/pyalara.py b/tools/ALARAJOYWrapper/pyalara.py index cda7823b..ded68a6b 100644 --- a/tools/ALARAJOYWrapper/pyalara.py +++ b/tools/ALARAJOYWrapper/pyalara.py @@ -1,7 +1,6 @@ import subprocess from string import Template from pathlib import Path -import matplotlib.pyplot as plt #--------------- Running Single Parent Element Simulation(s) ----------------- diff --git a/tools/alara_output_processing/alara_output_plotting.py b/tools/alara_output_processing/alara_output_plotting.py index f4de1147..3e8181b8 100644 --- a/tools/alara_output_processing/alara_output_plotting.py +++ b/tools/alara_output_processing/alara_output_plotting.py @@ -115,6 +115,7 @@ def split_label(label): for single run plotting. ''' + # Label formatted as f"{element}-{A} ({run_lbl})" for comparative plots if '(' in label: parts = label.split('(') isotope = parts[0].strip() @@ -328,4 +329,5 @@ def plot_single_response( ax.grid(True) plt.tight_layout(rect=[0, 0, 0.85, 1]) - plt.show() \ No newline at end of file + plt.show() + \ No newline at end of file From 352fdf5b4a5b7ac2c62da8c2b3689c8275844c5b Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Wed, 26 Nov 2025 11:35:18 -0600 Subject: [PATCH 09/11] Fixing unit keyword --- .../alarajoy_QA_notebook.ipynb | 85 +++++++++++-------- .../alara_output_plotting.py | 2 +- 2 files changed, 50 insertions(+), 37 deletions(-) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index cbadaefa..9af948bd 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 6, "id": "57313772", "metadata": {}, "outputs": [], @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 7, "id": "4eae0d85", "metadata": {}, "outputs": [ @@ -56,7 +56,7 @@ "{'fendl2': 'fe_fendl2.out', 'fendl3': 'fe_fendl3.out'}" ] }, - "execution_count": 2, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -103,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "id": "7bd99054", "metadata": {}, "outputs": [ @@ -129,12 +129,13 @@ " \n", " \n", " time\n", + " time_unit\n", " nuclide\n", " run_lbl\n", " block\n", " block_num\n", " variable\n", - " unit\n", + " var_unit\n", " value\n", " \n", " \n", @@ -142,6 +143,7 @@ " \n", " 0\n", " 0.000000e+00\n", + " s\n", " h-1\n", " fendl2\n", " 0\n", @@ -153,6 +155,7 @@ " \n", " 1\n", " 3.153600e+02\n", + " s\n", " h-1\n", " fendl2\n", " 0\n", @@ -164,6 +167,7 @@ " \n", " 2\n", " 3.153600e+05\n", + " s\n", " h-1\n", " fendl2\n", " 0\n", @@ -175,6 +179,7 @@ " \n", " 3\n", " 3.153600e+07\n", + " s\n", " h-1\n", " fendl2\n", " 0\n", @@ -186,6 +191,7 @@ " \n", " 4\n", " 3.153600e+09\n", + " s\n", " h-1\n", " fendl2\n", " 0\n", @@ -204,10 +210,12 @@ " ...\n", " ...\n", " ...\n", + " ...\n", " \n", " \n", " 1675\n", " 3.153600e+02\n", + " s\n", " total\n", " fendl3\n", " 0\n", @@ -219,6 +227,7 @@ " \n", " 1676\n", " 3.153600e+05\n", + " s\n", " total\n", " fendl3\n", " 0\n", @@ -230,6 +239,7 @@ " \n", " 1677\n", " 3.153600e+07\n", + " s\n", " total\n", " fendl3\n", " 0\n", @@ -241,6 +251,7 @@ " \n", " 1678\n", " 3.153600e+09\n", + " s\n", " total\n", " fendl3\n", " 0\n", @@ -252,6 +263,7 @@ " \n", " 1679\n", " 3.153600e+11\n", + " s\n", " total\n", " fendl3\n", " 0\n", @@ -262,40 +274,40 @@ " \n", " \n", "\n", - "

2478 rows × 8 columns

\n", + "

2478 rows × 9 columns

\n", "" ], "text/plain": [ - " time nuclide run_lbl block block_num variable unit \\\n", - "0 0.000000e+00 h-1 fendl2 0 1 0 atoms/kg \n", - "1 3.153600e+02 h-1 fendl2 0 1 0 atoms/kg \n", - "2 3.153600e+05 h-1 fendl2 0 1 0 atoms/kg \n", - "3 3.153600e+07 h-1 fendl2 0 1 0 atoms/kg \n", - "4 3.153600e+09 h-1 fendl2 0 1 0 atoms/kg \n", - "... ... ... ... ... ... ... ... \n", - "1675 3.153600e+02 total fendl3 0 1 6 Sv/hr \n", - "1676 3.153600e+05 total fendl3 0 1 6 Sv/hr \n", - "1677 3.153600e+07 total fendl3 0 1 6 Sv/hr \n", - "1678 3.153600e+09 total fendl3 0 1 6 Sv/hr \n", - "1679 3.153600e+11 total fendl3 0 1 6 Sv/hr \n", + " time time_unit nuclide run_lbl block block_num variable \\\n", + "0 0.000000e+00 s h-1 fendl2 0 1 0 \n", + "1 3.153600e+02 s h-1 fendl2 0 1 0 \n", + "2 3.153600e+05 s h-1 fendl2 0 1 0 \n", + "3 3.153600e+07 s h-1 fendl2 0 1 0 \n", + "4 3.153600e+09 s h-1 fendl2 0 1 0 \n", + "... ... ... ... ... ... ... ... \n", + "1675 3.153600e+02 s total fendl3 0 1 6 \n", + "1676 3.153600e+05 s total fendl3 0 1 6 \n", + "1677 3.153600e+07 s total fendl3 0 1 6 \n", + "1678 3.153600e+09 s total fendl3 0 1 6 \n", + "1679 3.153600e+11 s total fendl3 0 1 6 \n", "\n", - " value \n", - "0 1.176100e+22 \n", - "1 1.176100e+22 \n", - "2 1.176100e+22 \n", - "3 1.176100e+22 \n", - "4 1.176100e+22 \n", - "... ... \n", - "1675 4.619700e+04 \n", - "1676 3.624700e+03 \n", - "1677 1.613400e+03 \n", - "1678 2.942800e-08 \n", - "1679 2.936900e-08 \n", + " var_unit value \n", + "0 atoms/kg 1.176100e+22 \n", + "1 atoms/kg 1.176100e+22 \n", + "2 atoms/kg 1.176100e+22 \n", + "3 atoms/kg 1.176100e+22 \n", + "4 atoms/kg 1.176100e+22 \n", + "... ... ... \n", + "1675 Sv/hr 4.619700e+04 \n", + "1676 Sv/hr 3.624700e+03 \n", + "1677 Sv/hr 1.613400e+03 \n", + "1678 Sv/hr 2.942800e-08 \n", + "1679 Sv/hr 2.936900e-08 \n", "\n", - "[2478 rows x 8 columns]" + "[2478 rows x 9 columns]" ] }, - "execution_count": 12, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -318,7 +330,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 10, "id": "1e025489", "metadata": {}, "outputs": [ @@ -334,6 +346,7 @@ } ], "source": [ + "importlib.reload(alaraplot)\n", "alaraplot.plot_single_response(\n", " adf,\n", " run_lbls='fendl3',\n", @@ -357,7 +370,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "id": "1c36abaa", "metadata": {}, "outputs": [ @@ -385,7 +398,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 12, "id": "7396985f", "metadata": {}, "outputs": [ @@ -432,7 +445,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 13, "id": "70ef1c57", "metadata": {}, "outputs": [ diff --git a/tools/alara_output_processing/alara_output_plotting.py b/tools/alara_output_processing/alara_output_plotting.py index 3e8181b8..bf2a3532 100644 --- a/tools/alara_output_processing/alara_output_plotting.py +++ b/tools/alara_output_processing/alara_output_plotting.py @@ -319,7 +319,7 @@ def plot_single_response( ax.set_title(title_prefix + title_suffix) ax.set_ylabel( f'Proportion of Total {variable}' if relative - else f'{variable} [{filtered['unit'].unique()[0]}]' + else f'{variable} [{filtered['var_unit'].unique()[0]}]' ) ax.set_xlabel(f'Time ({time_unit})') ax.set_xscale('log') From 19a29a365f1657f4d88d91d15eda9c9e1c5bf641 Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Mon, 1 Dec 2025 10:08:29 -0600 Subject: [PATCH 10/11] Responding to requested changes. --- .../alarajoy_QA_notebook.ipynb | 30 +++++------ .../alara_output_plotting.py | 51 ++++++++++--------- 2 files changed, 42 insertions(+), 39 deletions(-) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index 9af948bd..113bbaf4 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 12, "id": "57313772", "metadata": {}, "outputs": [], @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 13, "id": "4eae0d85", "metadata": {}, "outputs": [ @@ -56,7 +56,7 @@ "{'fendl2': 'fe_fendl2.out', 'fendl3': 'fe_fendl3.out'}" ] }, - "execution_count": 7, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -103,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 14, "id": "7bd99054", "metadata": {}, "outputs": [ @@ -307,7 +307,7 @@ "[2478 rows x 9 columns]" ] }, - "execution_count": 8, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -330,7 +330,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 29, "id": "1e025489", "metadata": {}, "outputs": [ @@ -370,13 +370,13 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 30, "id": "1c36abaa", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -398,13 +398,13 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 31, "id": "7396985f", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -445,13 +445,13 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 32, "id": "70ef1c57", "metadata": {}, "outputs": [ { "data": { - "image/png": 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W+fLlU7du3fS///0vu0PBXVgsFvXp0yfVlDQAAOzFPUQA8P/t2bNHV69e1eDBg7M7FAAAkEWYMgcA/1/ZsmWtH0YKAADMgREiAAAAAKbFCBEA4JHD7a8AgMzCCBEAAAAA06IgAgAAAGBaFEQAssUvv/wii8WiqKio7A7lkRAcHKzu3btndxiPPIvFouHDh1u3Z8+eLYvFosOHD2dbTPcSFhamsLCw7A4DAB5bFETAYyzlzZ6bm5tOnDiRan9YWJjKlSuXDZE9HFKKspQvV1dX5cuXT2FhYRo9erTOnTuX3SGma+/evRo+fPhD/Ub+bpYtW6aIiAjlyZNHOXPmVIECBdS+fXv9/PPP2R2awx0+fNjmdXe3r0f1+gLAo4RFFQATuH79usaOHaspU6ZkdygPpf79+6tatWpKSkrSuXPntHHjRg0bNkwTJ07UokWL1KhRo+wOUf/884+cnP7vb1h79+7ViBEjFBYWpuDg4OwLzE6GYej555/X7Nmz9cQTT2jgwIEKDAzUqVOntGzZMjVu3FgbNmxQ7dq1sySe5557Th07dpSrq2uWnE+SAgICNHfuXJu2CRMm6Pjx45o0aVKqvqtXr86y2ADAjCiIABOoVKmSZs6cqTfeeEMFChTI7nCyVEJCgjw9Pe/ap169emrbtq1N286dOxUeHq42bdpo7969yp8/vyPDvKesfMPuSBMmTNDs2bM1YMAATZw4URaLxbrvrbfe0ty5c5UjR9b91+Ts7CxnZ+csO58keXp6qmvXrjZtX375pS5dupSqHQDgeEyZA0zgzTffVFJSksaOHXvXfilTeWbPnp1q3533XgwfPlwWi0X79+9X165d5evrq4CAAL3zzjsyDEPHjh1Tq1at5OPjo8DAQE2YMCHNcyYlJenNN99UYGCgPD091bJlSx07dixVv99//11PPvmkfH195eHhoQYNGmjDhg02fVJi2rt3rzp37qxcuXKpbt26936C0lCxYkVNnjxZMTEx+uijj2z2nThxQs8//7zy5csnV1dXlS1bVp9//rlNn5TpeIsWLdKoUaNUqFAhubm5qXHjxjp48KBN3wMHDqhNmzYKDAyUm5ubChUqpI4dOyo2Ntba5/Z7iGbPnq127dpJkho2bGidXvXLL78oMjJSefLkUWJiYqqcwsPDVapUqXRz7tu3r7y8vHTlypVU+zp16qTAwEAlJSVJkv744w81a9ZMefLkkbu7u0JCQvT888/f5RmVrl69qjFjxqh06dIaP368TTGU4rnnnlP16tWt24cOHVK7du3k7+8vDw8P1axZU999912qx509e1Y9e/ZUvnz55ObmpooVK2rOnDl3jUdK+x6i4OBgPf300/rtt99UvXp1ubm5qWjRovriiy9SPX7Xrl1q0KCB3N3dVahQIY0cOVKzZs3K1Olud95DdPtra8SIESpYsKC8vb3Vtm1bxcbG6vr16xowYIDy5s0rLy8v9ejRQ9evX0913Hnz5qlKlSpyd3eXv7+/OnbsmObPHgA87hghAkwgJCRE3bp108yZMzVkyJBMHSXq0KGDypQpo7Fjx+q7777TyJEj5e/vr08++USNGjXS+++/r/nz52vQoEGqVq2a6tevb/P4UaNGyWKxaPDgwTp79qwmT56sJk2aaMeOHXJ3d5ck/fzzz4qIiFCVKlU0bNgwOTk5adasWWrUqJHWr19v8wZaktq1a6cSJUpo9OjRD/R5NW3btlXPnj21evVqjRo1SpJ05swZ1axZUxaLRX379lVAQIB++OEH9ezZU3FxcRowYIDNMcaOHSsnJycNGjRIsbGxGjdunLp06aLff/9dknTjxg01a9ZM169fV79+/RQYGKgTJ05oxYoViomJka+vb6q46tevr/79++vDDz/Um2++qTJlykiSypQpo+eee05ffPGFVq1apaefftr6mNOnT+vnn3/WsGHD0s23Q4cOmjp1qr777jtrwSVJV65c0bfffqvu3bvL2dlZZ8+eVXh4uAICAjRkyBD5+fnp8OHDWrp06V2fz99++00XL17UgAEDMjQqc+bMGdWuXVtXrlxR//79lTt3bs2ZM0ctW7ZUVFSUnnnmGUm3Cq2wsDAdPHhQffv2VUhIiBYvXqzu3bsrJiZGL7/88j3PdaeDBw9ar39kZKQ+//xzde/eXVWqVFHZsmUl3SqMUwrSN954Q56envr000+zbDRvzJgxcnd315AhQ3Tw4EFNmTJFLi4ucnJy0qVLlzR8+HBt3rxZs2fPVkhIiIYOHWp97KhRo/TOO++offv2euGFF3Tu3DlNmTJF9evX1/bt2+Xn55clOQDAQ8EA8NiaNWuWIcnYunWr8e+//xo5cuQw+vfvb93foEEDo2zZstbt6OhoQ5Ixa9asVMeSZAwbNsy6PWzYMEOS0bt3b2vbzZs3jUKFChkWi8UYO3astf3SpUuGu7u7ERkZaW1bu3atIckoWLCgERcXZ21ftGiRIcn44IMPDMMwjOTkZKNEiRJGs2bNjOTkZGu/K1euGCEhIUbTpk1TxdSpU6cMPT8pMSxevDjdPhUrVjRy5cpl3e7Zs6eRP39+4/z58zb9OnbsaPj6+hpXrlyxOXaZMmWM69evW/t98MEHhiRj9+7dhmEYxvbt2+8Zg2EYRlBQkM3zt3jxYkOSsXbtWpt+SUlJRqFChYwOHTrYtE+cONGwWCzGoUOH0j1HcnKyUbBgQaNNmzY27SnXZN26dYZhGMayZcusryt7pOS+bNmyDPUfMGCAIclYv369te3y5ctGSEiIERwcbCQlJRmGYRiTJ082JBnz5s2z9rtx44ZRq1Ytw8vLy+b1defrOOVnJDo62toWFBRkk69hGMbZs2cNV1dX49VXX7W29evXz7BYLMb27dutbRcuXDD8/f1THfNennrqKSMoKCjNfQ0aNDAaNGhg3U55bZUrV864ceOGtb1Tp06GxWIxIiIibB5fq1Ytm2MfPnzYcHZ2NkaNGmXTb/fu3UaOHDlStQPA444pc4BJFC1aVM8995xmzJihU6dOZdpxX3jhBev3zs7Oqlq1qgzDUM+ePa3tfn5+KlWqlA4dOpTq8d26dZO3t7d1u23btsqfP7++//57SdKOHTt04MABde7cWRcuXND58+d1/vx5JSQkqHHjxlq3bp2Sk5Ntjvnf//430/Lz8vLS5cuXJd1aEGDJkiVq0aKFDMOwxnL+/Hk1a9ZMsbGx2rZtm83je/TooZw5c1q369WrJ0nW5yJlBGjVqlVpTlWzl5OTk7p06aLly5db45ak+fPnq3bt2goJCUn3sRaLRe3atdP333+v+Ph4a/tXX32lggULWqcfpowerFixIs2peemJi4uTJJvrfTfff/+9qlevbjPt0cvLS71799bhw4e1d+9ea7/AwEB16tTJ2s/FxUX9+/dXfHy8fv311wzHmCI0NNR6raRbixvc+RpeuXKlatWqpUqVKlnb/P391aVLF7vPdz+6desmFxcX63aNGjWsi1bcrkaNGjp27Jhu3rwpSVq6dKmSk5PVvn17m9dwYGCgSpQoobVr12ZJ/ADwsKAgAkzk7bff1s2bN+95L5E9ihQpYrPt6+srNzc35cmTJ1X7pUuXUj2+RIkSNtsWi0XFixe33n9x4MABSVJkZKQCAgJsvj799FNdv37d5l4bSXd902+v+Ph46xv4c+fOKSYmRjNmzEgVS48ePSTdupfldnc+P7ly5ZIk63MREhKigQMH6tNPP1WePHnUrFkzTZ06NVVO9ujWrZuuXr2qZcuWSbq1Qt2ff/6p55577p6P7dChg65evarly5db8//+++/Vrl076z0/DRo0UJs2bTRixAjlyZNHrVq10qxZs9K8T+V2Pj4+kmRTqN3NkSNH0rznKWWK4JEjR6z/lihRwmYVvrT62ePO6ybduna3v4aPHDmi4sWLp+qXVpsjpPWzJ0mFCxdO1Z6cnGx9TR04cECGYahEiRKpXsf79u1L9RoGgMcd9xABJlK0aFF17dpVM2bM0JAhQ1LtT+smd0nWG+nTkta9IOndH2Lcx/08KaM///vf/2z+En87Ly8vm+2Ue48eVGJiovbv32/9rKaUWLp27arIyMg0H1OhQgWb7Yw8FxMmTFD37t31zTffaPXq1erfv7/GjBmjzZs3q1ChQnbHHRoaqipVqmjevHnq1q2b5s2bp5w5c6p9+/b3fGzNmjUVHBysRYsWqXPnzvr222919epVdejQwdon5QN1N2/erG+//VarVq3S888/rwkTJmjz5s2prkeK0qVLS5J2796t1q1b251XVsrM17CjpBfjvWJPTk6WxWLRDz/8kGbf9K4fADyuKIgAk3n77bc1b948vf/++6n2pYxexMTE2LTfz1/YMyplBCiFYRg6ePCgtbAoVqyYpFujC02aNHFYHGmJiorS1atX1axZM0m3pk15e3srKSkp02MpX768ypcvr7ffflsbN25UnTp1NH36dI0cOTLN/ukVrym6deumgQMH6tSpU1qwYIGeeuop6/W9l/bt2+uDDz5QXFycvvrqKwUHB6tmzZqp+tWsWVM1a9bUqFGjtGDBAnXp0kVffvmlzTTK29WtW1e5cuXSwoUL9eabb95zYYWgoCD9888/qdr//vtv6/6Uf3ft2qXk5GSbUaI7+2W2oKCgVCsGSkqz7WFSrFgxGYahkJAQlSxZMrvDAYBsx5Q5wGSKFSumrl276pNPPtHp06dt9vn4+ChPnjxat26dTfu0adMcFs8XX3xhM4UqKipKp06dUkREhCSpSpUqKlasmMaPH29zX0uKc+fOOSSunTt3asCAAcqVK5f69Okj6dZf3tu0aaMlS5bor7/+ypRY4uLirPd2pChfvrycnJzuOgUt5bOV7ixeU3Tq1EkWi0Uvv/yyDh06ZNfn23To0EHXr1/XnDlztHLlylQjS5cuXUo1UpIyene3mD08PDR48GDt27dPgwcPTnO0Zd68edqyZYskqXnz5tqyZYs2bdpk3Z+QkKAZM2YoODhYoaGh1n6nT5/WV199Ze138+ZNTZkyRV5eXmrQoEGGc7dHs2bNtGnTJu3YscPadvHiRc2fP98h58sszz77rJydnTVixIhU18AwDF24cCGbIgOA7MEIEWBCKR+A+c8//1iXEE7xwgsvaOzYsXrhhRdUtWpVrVu3Tvv373dYLP7+/qpbt6569OihM2fOaPLkySpevLh69eol6dYiAZ9++qkiIiJUtmxZ9ejRQwULFtSJEye0du1a+fj46Ntvv32gGNavX69r164pKSlJFy5c0IYNG7R8+XL5+vpq2bJlCgwMtPYdO3as1q5dqxo1aqhXr14KDQ3VxYsXtW3bNv3444+6ePGiXef++eef1bdvX7Vr104lS5bUzZs3NXfuXGvxlZ5KlSrJ2dlZ77//vmJjY+Xq6qpGjRopb968km6NZj355JNavHix/Pz89NRTT2U4psqVK6t48eJ66623dP36dZvpcpI0Z84cTZs2Tc8884yKFSumy5cva+bMmfLx8VHz5s3veuzXXntNe/bs0YQJE7R27Vq1bdtWgYGBOn36tL7++mtt2bJFGzdulCQNGTJECxcuVEREhPr37y9/f3/NmTNH0dHRWrJkiXU0qHfv3vrkk0/UvXt3/fnnnwoODlZUVJQ2bNigyZMnZ3gRB3u9/vrrmjdvnpo2bap+/fpZl90uUqSILl68eM9RvOxSrFgxjRw5Um+88YYOHz6s1q1by9vbW9HR0Vq2bJl69+6tQYMGZXeYAJBlKIgAEypevLi6du2a5gdXDh06VOfOnVNUVJQWLVqkiIgI/fDDD9Y32pntzTff1K5duzRmzBhdvnxZjRs31rRp0+Th4WHtExYWpk2bNum9997TRx99pPj4eAUGBqpGjRr6z3/+88AxfPjhh5JurUzm5+enMmXKaMSIEerVq5cCAgJs+ubLl09btmzRu+++q6VLl2ratGnKnTu3ypYtm+Y0xHupWLGimjVrpm+//VYnTpyQh4eHKlasqB9++CHNaWopAgMDNX36dI0ZM0Y9e/ZUUlKS1q5da3OdunXrphUrVqh9+/Z2fzZOhw4dNGrUKBUvXlyVK1e22degQQNt2bJFX375pc6cOSNfX19Vr15d8+fPv+eCFk5OTvriiy/UqlUrzZgxQ+PHj1dcXJwCAgJUv359jRs3TrVq1ZJ067neuHGjBg8erClTpujatWuqUKGCvv32W5sCz93dXb/88ouGDBmiOXPmKC4uTqVKldKsWbOsH2brCIULF9batWvVv39/jR49WgEBAerTp488PT3Vv39/ubm5OezcD2rIkCEqWbKkJk2apBEjRki6lU94eLhatmyZzdEBQNayGA/THaIAgEzzzTffqHXr1lq3bp3NEtJwrAEDBuiTTz5RfHx8hj6AFgCQvSiIAOAx9fTTT2vfvn06ePDgQzt961F39epVm1UNL1y4oJIlS6py5cpas2ZNNkYGAMgopswBwGPmyy+/1K5du/Tdd9/pgw8+oBhyoFq1aiksLExlypTRmTNn9NlnnykuLk7vvPNOdocGAMggRogA4DFjsVjk5eWlDh06aPr06cqRg799Ocqbb76pqKgoHT9+XBaLRZUrV9awYcOyfIl4AMD9oyACAAAAYFp8DhEAAAAA06IgAgAAAGBaFER4pIwbN06lS5dWcnJydocCpNK9e3cFBwdndxhZJqP5BgcH6+mnn3Z8QJksODjYoZ9j9KiyWCzq27dvtsYwfPjwh3axkI4dO6p9+/bZHQYAO1AQ4ZERFxen999/X4MHD7Z+Qv3tYmJi5ObmJovFon379qV5jO7du8vLyyvD58zoMS0Wi/XL1dVVJUuW1NChQ3Xt2rV0j92+fXtZLBYNHjw4zf2//PJLquPmy5dPYWFhGj16tM6dO5fqMbNnz7Z5zO1fQ4YMyXDeD7OUHP/4448094eFhalcuXJZHJV9kpOT9cUXX6hGjRry9/eXt7e3SpYsqW7dumnz5s2Zeq69e/dq+PDhOnz4cKYe92EyceJEWSwW/fjjj+n2mTlzpiwWi5YvX56FkWW/jRs3avjw4YqJicnuUO5q9OjR+vrrr7M7jEwxePBgLVmyRDt37szuUABkEAURHhmff/65bt68qU6dOqW5f/HixbJYLAoMDNT8+fMz5ZwZPaarq6vmzp2ruXPnauLEiQoODtZ7772nnj17ptk/Li5O3377rYKDg7Vw4ULdbW2T/v37a+7cuZoxY4Zee+01+fv7a9iwYSpTpox+/vnnNB/z7rvvWuNJ+erYsaN9ycNh+vfvr8jISOXPn1/Dhw/X+++/r4iICG3evFkrV67M1HPt3btXI0aMeKwLoo4dO8rJyUkLFixIt8+CBQuUO3duRUREZGFk2W/jxo0aMWIEBVEWeuKJJ1S1alVNmDAhu0MBkEGsxYpHxqxZs9SyZUu5ubmluX/evHlq3ry5goKCtGDBAo0cOfKBz5nRY+bIkUNdu3a1br/00kuqXbu2Fi5cqIkTJypfvnw2/ZcsWaKkpCR9/vnnatSokdatW6cGDRqkeex69eqpbdu2Nm07d+5UeHi42rRpo7179yp//vw2+yMiIlS1atUM5Xjt2jXlzJkzzVE3ZL4zZ85o2rRp6tWrl2bMmGGzb/LkyWmO/N2PlOtqBgUKFFDDhg21dOlSffzxx3J1dbXZf+LECa1bt069e/eWi4tLNkUJM2nfvr2GDRumadOm2TUrAUD24B0QHgnR0dHatWtXup/tcfToUa1fv14dO3ZUx44dFR0drY0bNz7QOR/kmBaLRXXr1pVhGDp06FCq/fPnz1fTpk3VsGFDlSlTxu4RrYoVK2ry5MmKiYnRRx99lOHHpUzD+/LLL/X222+rYMGC8vDwUFxcnC5evKhBgwapfPny8vLyko+PjyIiIlJN+0g5xqJFizRixAgVLFhQ3t7eatu2rWJjY3X9+nUNGDBAefPmlZeXl3r06KHr16+nimXevHmqUqWK3N3d5e/vr44dO+rYsWN2PQ/2yMj51q9fr3bt2qlIkSJydXVV4cKF9corr+jq1aupjvf111+rXLlycnNzU7ly5bRs2bIMxREdHS3DMFSnTp1U+ywWi/LmzWvTdujQIbVr107+/v7y8PBQzZo19d1339n0Se+6fvjhh2rXrp0kqWHDhtbpk7/88ov1sT/88IPq1asnT09PeXt766mnntKePXsyLd/brV69WpUqVZKbm5tCQ0O1dOlSmzwtFosmTZqU6nEbN26UxWLRwoUL0z12165dFRsbm+q5kW59UG1ycrK6dOkiSRo/frxq166t3Llzy93dXVWqVFFUVNQ940/vvpWUaZx3jsJl5Lk9ffq0evTooUKFCsnV1VX58+dXq1at7jmit2vXLnXv3l1FixaVm5ubAgMD9fzzz+vChQs28b722muSpJCQEOv1v9uxDxw4oDZt2igwMFBubm4qVKiQOnbsqNjY2FR9U14Trq6uKlu2bKrRzfTuMbvzebRYLEpISNCcOXOsMd5+79Zvv/2matWqyc3NTcWKFdMnn3ySZuw3b97Ue++9p2LFisnV1VXBwcF68803bX7/DBw4ULlz57YZle/Xr58sFos+/PBDa9uZM2dksVj08ccfS7L9vTdq1CgVKlRIbm5uaty4sQ4ePJgqlqZNmyohIUFr1qxJM1YADxdGiPBISClEKleunOb+hQsXytPTU08//bTc3d1VrFgxzZ8/X7Vr177vcz7oMVPedOTKlcum/eTJk1q7dq3mzJkjSerUqZMmTZqkjz76yK6/6Ldt21Y9e/bU6tWrNWrUKJt9sbGxOn/+vE1bnjx5rN+/9957ypkzpwYNGqTr168rZ86c2rt3r77++mu1a9dOISEhOnPmjD755BM1aNBAe/fuVYECBWyON2bMGLm7u2vIkCE6ePCgpkyZIhcXFzk5OenSpUsaPny4Nm/erNmzZyskJERDhw61PnbUqFF655131L59e73wwgs6d+6cpkyZovr162v79u3y8/O7Z/5p5ShJiYmJqdoyer7FixfrypUrevHFF5U7d25t2bJFU6ZM0fHjx7V48WLr8VavXq02bdooNDRUY8aM0YULF6xvau8lKCjIeq527drJw8Mj3b5nzpxR7dq1deXKFfXv31+5c+fWnDlz1LJlS0VFRemZZ56x6X/ndQ0PD1f//v314Ycf6s0331SZMmUkyfrv3LlzFRkZqWbNmun999/XlStX9PHHH6tu3bravn279c3sg+Sb4sCBA+rQoYP++9//KjIyUrNmzVK7du20cuVKNW3aVEWLFlWdOnU0f/58vfLKKzaPnT9/vry9vdWqVat0j//ss8/qxRdf1IIFC/Tss8/a7FuwYIGCgoKsRegHH3ygli1bqkuXLrpx44a+/PJLtWvXTitWrNBTTz2V4ZzuJqPPbZs2bbRnzx7169dPwcHBOnv2rNasWaOjR4/edcGKNWvW6NChQ+rRo4cCAwO1Z88ezZgxQ3v27NHmzZtlsVj07LPPav/+/Vq4cKEmTZpk/R0QEBCQ5jFv3LihZs2a6fr16+rXr58CAwN14sQJrVixQjExMfL19bX2/e2337R06VK99NJL8vb21ocffqg2bdro6NGjyp07t93P1QsvvKDq1aurd+/ekqRixYpJknbv3q3w8HAFBARo+PDhunnzpoYNG5Zq1F2SXnjhBc2ZM0dt27bVq6++qt9//11jxozRvn37rAV8vXr1NGnSJO3Zs8d6r+H69evl5OSk9evXq3///tY2Sapfv77NOcaOHSsnJycNGjRIsbGxGjdunLp06aLff//dpl9oaKjc3d21YcOGVD+nAB5CBvAIePvttw1JxuXLl9PcX758eaNLly7W7TfffNPIkyePkZiYaNMvMjLS8PT0zNA57T3muXPnjHPnzhkHDx40xo8fb1gsFqNcuXJGcnKyTf/x48cb7u7uRlxcnGEYhrF//35DkrFs2TKbfmvXrjUkGYsXL043xooVKxq5cuWybs+aNcuQlObX7ccsWrSoceXKFZtjXbt2zUhKSrJpi46ONlxdXY133303VVzlypUzbty4YW3v1KmTYbFYjIiICJtj1KpVywgKCrJuHz582HB2djZGjRpl02/37t1Gjhw5UrXf6W45pnyVLVv2vs5353NiGIYxZswYw2KxGEeOHLG2VapUycifP78RExNjbVu9erUhySbX9HTr1s2QZOTKlct45plnjPHjxxv79u1L1W/AgAGGJGP9+vXWtsuXLxshISFGcHCw9Xrd7bouXrzYkGSsXbvWpv3y5cuGn5+f0atXL5v206dPG76+vjbtD5pvUFCQIclYsmSJtS02NtbInz+/8cQTT1jbPvnkE0OSzXNx48YNI0+ePEZkZOQ9z9OuXTvDzc3NiI2Ntbb9/fffhiTjjTfesLbd+RzduHHDKFeunNGoUaNUcd9+3mHDhhlp/beZ8pqMjo42DCPjz+2lS5cMScb//ve/e+Z2p7ReqwsXLjQkGevWrbO2/e9//7OJ7W62b99+z985hmEYkoycOXMaBw8etLbt3LnTkGRMmTLF2hYZGZnm6yOt59HT0zPNa9y6dWvDzc3N5udv7969hrOzs80xduzYYUgyXnjhBZvHDxo0yJBk/Pzzz4ZhGMbZs2cNSca0adMMwzCMmJgYw8nJyWjXrp2RL18+6+P69+9v+Pv7W39/p/yMlSlTxrh+/bq13wcffGBIMnbv3p0q9pIlS6b6fQjg4cSUOTwSLly4oBw5cqQ5F3vXrl3avXu3zWILnTp10vnz57Vq1ar7Op+9x0xISFBAQIACAgJUvHhxDRo0SHXq1NE333yTaorN/Pnz9dRTT8nb21uSVKJECVWpUuW+FoLw8vLS5cuXU7VPnTpVa9assfm6XWRkpNzd3W3aXF1drfcRJSUl6cKFC/Ly8lKpUqW0bdu2VOfo1q2bzf0YNWrUkGEYev7552361ahRQ8eOHdPNmzclSUuXLlVycrLat2+v8+fPW78CAwNVokQJrV27NkO5p5XjmjVrVKFCBZt+9pzv9uckISFB58+fV+3atWUYhrZv3y5JOnXqlHbs2KHIyEibv5g3bdpUoaGhGYp91qxZ+uijjxQSEqJly5Zp0KBBKlOmjBo3bqwTJ05Y+33//feqXr266tata23z8vJS7969dfjwYe3du9fmuGld1/SsWbNGMTEx1td1ypezs7Nq1KhhfV4yI1/p1n0+t/+l3MfHR926ddP27dt1+vRpSbfuu3Bzc7P5WVi1apXOnz9vc49eerp27apr167ZTMVLWWghZbqcZHudL126pNjYWNWrVy/N1/n9yOhz6+7urpw5c+qXX37RpUuX7DrH7Tlcu3ZN58+fV82aNSXpvvNIub6rVq3SlStX7tq3SZMm1lEcSapQoYJ8fHzSnCJ8v5KSkrRq1Sq1bt1aRYoUsbaXKVNGzZo1s+n7/fffS7o1Je52r776qiRZp1IGBASodOnSWrdunSRpw4YNcnZ21muvvaYzZ87owIEDkm6NENWtWzfV7+8ePXrYjOTXq1dPktLMO1euXGmOYgN4+DBlDo+8efPmydPTU0WLFrXO5XZzc1NwcLC1+HD0Md3c3PTtt99Kko4fP65x48bp7Nmzqd6c7tu3T9u3b1e3bt1s5p2HhYVp6tSpiouLk4+PT4bjjI+PtxZWt6tevfpdF1UICQlJ1ZacnKwPPvhA06ZNU3R0tJKSkqz70poCc/sbFOn/3kwVLlw4VXtycrJiY2OVO3duHThwQIZhqESJEmnGltGb3tPL8c43Ifac7+jRoxo6dKiWL1+e6g1qyj0UR44ckaQ0j5de8XgnJycn9enTR3369NGFCxe0YcMGTZ8+XT/88IM6duxona5z5MgR1ahRI9XjU6a8HTlyxGaJ8bSua3pS3vg1atQozf0pr8PMyFeSihcvnurNZcmSJSXdml4aGBgoPz8/tWjRQgsWLNB7770n6dYfEAoWLJhunLeLiIiQv7+/FixYYL0HZeHChapYsaLKli1r7bdixQqNHDlSO3bssLm/JLM+1yajz62rq6vef/99vfrqq8qXL59q1qypp59+Wt26dVNgYOBdz3Hx4kWNGDFCX375pc6ePWuzL637fTIiJCREAwcO1MSJEzV//nzVq1dPLVu2VNeuXW2KYSn1z79062fP3sLubs6dO6erV6+m+9pLKYKkW69TJycnFS9e3KZfyusq5XUs3SpiUh67fv16Va1aVVWrVpW/v7/Wr1+vfPnyaefOnercuXOq896Zd8qU6LTyNgzjof2sJAC2KIjwSMidO7du3rypy5cv2xQAhmFo4cKFSkhISPOv1WfPnlV8fLxdq/zczzGdnZ1tFnxo1qyZSpcurf/85z82n3syb948SdIrr7yS6j4J6dbqcz169MhQnImJidq/f/99feZOWqMIo0eP1jvvvKPnn39e7733nvz9/eXk5KQBAwak+UG4zs7OaR47vXbj/9/EnJycLIvFoh9++CHNvpm9IlNGz5eUlKSmTZvq4sWLGjx4sEqXLi1PT0+dOHFC3bt3d9iHAefOnVstW7ZUy5YtFRYWpl9//VVHjhyx3mtkj4yODkmy5jN37tw033znyJE9/z1069ZNixcv1saNG1W+fHktX75cL730UoZWQXRxcVH79u01c+ZMnTlzRkePHtWBAwc0btw4a5/169erZcuWql+/vqZNm6b8+fPLxcVFs2bNuuuy3VL6BdPtfzyQ7HtuBwwYoBYtWujrr7/WqlWr9M4772jMmDH6+eef9cQTT6QbS/v27bVx40a99tprqlSpkry8vJScnKwnn3zygV6rEyZMUPfu3fXNN99o9erV6t+/v8aMGaPNmzfb3DN2r59zKePPV2bKSAFSt25dzZw5U4cOHdL69etVr14960I469evV4ECBZScnGwd/bldRvJOcenSpXT/EAPg4UJBhEdC6dKlJd1aoev2KVG//vqrjh8/rnfffdf6V/MUly5dUu/evfX1119naLpNZh4zf/78euWVVzRixAht3rxZNWvWlGEYWrBggRo2bKiXXnop1WPee+89zZ8/P8MFUVRUlK5evZpq6sj9ioqKUsOGDfXZZ5/ZtMfExNgsyPCgihUrJsMwFBISYh0hcKSMnm/37t3av3+/5syZo27dulnb75xumFKopIwC3O6ff/55oFirVq2qX3/9VadOnVJQUJCCgoLSPObff/9tE8vdpPcGMWW6U968edNdvfH2czxovgcPHkz1F/P9+/dLks3iAU8++aQCAgI0f/581ahRQ1euXNFzzz2X4fN06dJF06dP11dffaXo6GhZLBabqa9LliyRm5ubVq1aZbM896xZs+557JTRgJiYGJuFP24ffZAy/tze3v/VV1/Vq6++qgMHDqhSpUqaMGGC9Q8od7p06ZJ++uknjRgxwmaxkrSu0f2MUJQvX17ly5fX22+/rY0bN6pOnTqaPn263R9lkCtXrjQ//+jO5yu9OAMCAuTu7p6h115QUJCSk5N14MABm9/bZ86cUUxMjM3PSkqhs2bNGm3dutX6odX169fXxx9/rAIFCsjT01NVqlTJWKJpuHnzpo4dO6aWLVve9zEAZB3uIcIjoVatWpKkP/74w6Y9ZWrba6+9prZt29p89erVSyVKlLD73pzMOma/fv3k4eGhsWPHSro1V/3w4cPq0aNHquO2bdtWHTp00Nq1a3Xy5Ml7Hnvnzp0aMGCAcuXKpT59+tiVX3qcnZ1T/ZVz8eLFNve0ZIZnn31Wzs7OGjFiRKrzGYZhs2xwVp4v5S+/t/cxDEMffPCBzWPy58+vSpUqac6cOTZTk9asWZPqnp60nD59Os1+N27c0E8//WQz7ad58+basmWLNm3aZO2XkJCgGTNmKDg4OEP38Hh6ekpSqjemzZo1k4+Pj0aPHp3mynwpn4f0oPmmOHnypM1S3XFxcfriiy9UqVIlm1GUHDlyqFOnTlq0aJFmz56t8uXLp7ov7G7q1Kmj4OBgzZs3T1999ZUaNGiQamTDYrHYjFIcPnw4Qx8KmlLopNx/Ism6XPTtMvrcXrlyRdeuXUt1Dm9v7zSXqr89Byn1qMTkyZNT9U3v+qclLi7Oeq9fivLly8vJyemu8aSnWLFiio2N1a5du6xtp06dSnPJdk9Pz1QxOjs7q1mzZvr666919OhRa/u+fftS3cvZvHlzSamfg4kTJ0qSzTTnkJAQFSxYUJMmTVJiYqJ19cF69erp33//VVRUlGrWrPlAo6R79+7VtWvXHmilUwBZhxEiPBKKFi2qcuXK6ccff7TetH/9+nUtWbJETZs2TffDWlu2bKkPPvhAZ8+etX6+S2JiYpp/6fT391fPnj3v65hpyZ07t3r06KFp06Zp3759mj9/vpydndO9p6lly5Z666239OWXX9rcGLx+/Xpdu3bNutDBhg0btHz5cvn6+mrZsmX3vNcgo55++mm9++676tGjh2rXrq3du3dr/vz5Klq0aKYcP0WxYsU0cuRIvfHGGzp8+LBat24tb29vRUdHa9myZerdu7cGDRqU5ecrXbq0ihUrpkGDBunEiRPy8fHRkiVL0rw3YMyYMXrqqadUt25dPf/887p48aKmTJmismXLKj4+/q7xHD9+XNWrV1ejRo3UuHFjBQYG6uzZs1q4cKG10E0ZkRsyZIgWLlyoiIgI9e/fX/7+/pozZ46io6O1ZMmSDE0jq1SpkpydnfX+++8rNjZWrq6uatSokfLmzauPP/5Yzz33nCpXrqyOHTsqICBAR48e1Xfffac6depYP+PqQfJNUbJkSfXs2VNbt25Vvnz59Pnnn+vMmTNpjsx069ZNH374odauXav3338/Q8dPYbFY1LlzZ40ePVqS9O6779rsf+qppzRx4kQ9+eST6ty5s86ePaupU6eqePHiNm/c0xIeHq4iRYqoZ8+eeu211+Ts7KzPP//c+ryl8PHxydBzu3//fjVu3Fjt27dXaGiocuTIoWXLlunMmTPq2LFjunH4+Piofv36GjdunBITE1WwYEGtXr1a0dHRqfqmjHK89dZb6tixo1xcXNSiRQtroXS7n3/+WX379lW7du1UsmRJ3bx5U3PnzpWzs7PatGlz1+cmLR07dtTgwYP1zDPPqH///talx0uWLJnq3rMqVaroxx9/1MSJE1WgQAGFhISoRo0aGjFihFauXKl69erppZde0s2bN62vvduvV8WKFRUZGakZM2YoJiZGDRo00JYtWzRnzhy1bt1aDRs2tDlfvXr19OWXX6p8+fLWkb/KlSvL09NT+/fvT/P+IXusWbNGHh4eatq06QMdB0AWycol7YAHMXHiRMPLy8u63OySJUsMScZnn32W7mN++eUXQ5LxwQcfGIZxaxlYpbNUc7Fixe77mOkt5f3vv/8azs7ORufOnY3cuXMb9erVu2uOISEh1mWIU5Z5TflycXExAgICjPr16xujRo0yzp49m+rxKcv/bt26Nc3j320p72vXrhmvvvqqkT9/fsPd3d2oU6eOsWnTJqNBgwZGgwYN7nmM9M6dssTuuXPnbNqXLFli1K1b1/D09DQ8PT2N0qVLG3369DH++eefuz5H98qxQYMGNstu23O+vXv3Gk2aNDG8vLyMPHnyGL169bIuJzxr1qxUxytTpozh6upqhIaGGkuXLk13meHbxcXFGR988IHRrFkzo1ChQoaLi4vh7e1t1KpVy5g5c2aqZdr//fdfo23btoafn5/h5uZmVK9e3VixYoVNn3st0T5z5kyjaNGi1qWKb1+Ce+3atUazZs0MX19fw83NzShWrJjRvXt3448//siUfA3j1vLVTz31lLFq1SqjQoUKhqurq1G6dOm7Lu9ctmxZw8nJyTh+/Pg9j3+nPXv2GJIMV1dX49KlS6n2f/bZZ0aJEiWsccyaNSvNpaDvXHbbMAzjzz//NGrUqGHkzJnTKFKkiDFx4sRUy26nuNdze/78eaNPnz5G6dKlDU9PT8PX19eoUaOGsWjRonvmePz4ceOZZ54x/Pz8DF9fX6Ndu3bGyZMnDUnGsGHDbPq+9957RsGCBQ0nJ6e7LsF96NAh4/nnnzeKFStmuLm5Gf7+/kbDhg2NH3/80aafJKNPnz6pHp/W87V69WqjXLlyRs6cOY1SpUoZ8+bNS/O5/vvvv4369esb7u7uhiSb4/z6669GlSpVjJw5cxpFixY1pk+fnuYxEhMTjREjRhghISGGi4uLUbhwYeONN94wrl27lirWqVOnGpKMF1980aa9SZMmhiTjp59+smlP72csOjo6zd8PNWrUMLp27ZrqvAAeThbDSONOQOAhFBsbq6JFi2rcuHHq2bNndocDwIGeeOIJ+fv766effsruUAC77NixQ5UrV9a2bdtUqVKl7A4HQAZwDxEeGb6+vnr99df1v//9z2ErfgHIfn/88Yd27Nhhs7gF8KgYO3as2rZtSzEEPEIYIQIAPBT++usv/fnnn5owYYLOnz+vQ4cOpXsvHwAAmYURIgDAQyEqKko9evRQYmKiFi5cSDEEAMgSjBABAAAAMC1GiAAAAACYFgURAAAAANPig1nTkZycrJMnT8rb21sWiyW7wwEAAMADMAxDly9fVoECBTL0wdYwDwqidJw8eVKFCxfO7jAAAACQiY4dO6ZChQpldxh4iFAQpcPb21vSrR8aHx+fbI7G8RITE7V69WqFh4fLxcUlu8PJcuRP/mbN38y5S+RP/ubN34y5x8XFqXDhwtb3eEAKCqJ0pEyT8/HxMU1B5OHhIR8fH9P8Yrwd+ZO/WfM3c+4S+ZO/efM3c+7cCoE7MYESAAAAgGlREAEAAAAwLQoiAAAAAKZFQQQAAADAtCiIAAAAAJgWBREAAAAA06IgAgAAAGBaFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQe+YLo2LFjCgsLU2hoqCpUqKDFixdb90VHR6thw4YKDQ1V+fLllZCQkI2RAgAAAHjY5MjuAB5Ujhw5NHnyZFWqVEmnT59WlSpV1Lx5c3l6eqp79+4aOXKk6tWrp4sXL8rV1TW7wwUAAADwEHnkC6L8+fMrf/78kqTAwEDlyZNHFy9e1OHDh+Xi4qJ69epJkvz9/bMzTAAAAAAPoWyfMrdu3Tq1aNFCBQoUkMVi0ddff52qz9SpUxUcHCw3NzfVqFFDW7ZsSfNYf/75p5KSklS4cGEdOHBAXl5eatGihSpXrqzRo0c7OBMAAAAAj5psL4gSEhJUsWJFTZ06Nc39X331lQYOHKhhw4Zp27Ztqlixopo1a6azZ8/a9Lt48aK6deumGTNmSJJu3ryp9evXa9q0adq0aZPWrFmjNWvWODwfAAAAAI+ObJ8yFxERoYiIiHT3T5w4Ub169VKPHj0kSdOnT9d3332nzz//XEOGDJEkXb9+Xa1bt9aQIUNUu3ZtSVLBggVVtWpVFS5cWJLUvHlz7dixQ02bNk3zPNevX9f169et23FxcZKkxMREJSYmPniiD7mUHM2Qa1rIn/xv/9dMzJy7RP7kb978zZi7mXKFfSyGYRjZHUQKi8WiZcuWqXXr1pKkGzduyMPDQ1FRUdY2SYqMjFRMTIy++eYbGYahzp07q1SpUho+fLi1z82bN1WtWjX9/PPP8vX1VatWrfSf//xHTz/9dJrnHj58uEaMGJGqfcGCBfLw8MjMNAEAAJDFrly5os6dOys2NlY+Pj7ZHQ4eItk+QnQ358+fV1JSkvLly2fTni9fPv3999+SpA0bNuirr75ShQoVrPcfzZ07V+XLl9fo0aNVv359GYah8PDwdIshSXrjjTc0cOBA63ZcXJwKFy6s8PBwU/zQJCYmas2aNWratKlcXFyyO5wsR/7kb9b8zZy7RP7kb978zZh7yuwf4E4PdUGUEXXr1lVycnKa++41He92rq6uaS7L7eLiYppfFJL58r0T+ZO/WfM3c+4S+ZO/efM3U+5myRP2y/ZFFe4mT548cnZ21pkzZ2zaz5w5o8DAwGyKCgAAAMDj4qEuiHLmzKkqVarop59+srYlJyfrp59+Uq1atbIxMgAAAACPg2yfMhcfH6+DBw9at6Ojo7Vjxw75+/urSJEiGjhwoCIjI1W1alVVr15dkydPVkJCgnXVOQAAAAC4X9leEP3xxx9q2LChdTtlYYPIyEjNnj1bHTp00Llz5zR06FCdPn1alSpV0sqVK1MttAAAAAAA9sr2gigsLEz3Wvm7b9++6tu3bxZFBAAAAMAsHup7iAAAAADAkSiIAAAAAJgWBREAAAAA06IgAgAAAGBaFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiILrD1KlTFRoaqmrVqmV3KAAAAAAcjILoDn369NHevXu1devW7A4FAAAAgINREAEAAAAwLQoiAAAAAKZFQQQAAADAtCiIAAAAAJgWBREAAAAA06IgAgAAAGBaFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAAACAaVEQAQAAADAtCiIAAAAApkVBBAAAAMC0KIjuMHXqVIWGhqpatWrZHQoAAAAAB6MgukOfPn20d+9ebd26NbtDAQAAAOBgFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAAACAaVEQAQAAADAtCiIAAAAApkVBBAAAAMC0KIgAAAAAmBYFEQAAAADToiACAAAAYFoURAAAAABMi4IIAAAAgGlREAEAAAAwLQoiAAAAAKZFQQQAAADAtCiIAAAAAJgWBdEdpk6dqtDQUFWrVi27QwEAAADgYBREd+jTp4/27t2rrVu3ZncoAAAAAByMgggAAACAaVEQAQAAADAtCiIAAAAApkVBBAAAAMC0KIgAAAAAmBYFEQAAAADToiACAAAAYFoURAAAAABMi4IIAAAAgGlREAEAAAAwLQoiAAAAAKZFQQQAAADAtCiIAAAAAJgWBREAAAAA06IgAgAAAGBaFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAAACAaVEQAQAAADAtCqI7TJ06VaGhoapWrVp2hwIAAADAwSiI7tCnTx/t3btXW7duze5QAAAAADgYBREAAAAA06IgAgAAAGBaFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAAACAaVEQAQAAADAtCiIAAAAApkVBBAAAAMC0KIgAAAAAmBYFEQAAAADToiACAAAAYFoURAAAAABMi4IIAAAAgGnlyEgnf39/uw5qsVi0bds2BQUF3VdQAAAAAJAVMlQQxcTEaPLkyfL19b1nX8Mw9NJLLykpKemBgwMAAAAAR8pQQSRJHTt2VN68eTPUt1+/fvcdEAAAAABklQwVRMnJyXYd9PLly/cVDAAAAABkJRZVAAAAAGBaGZ4yl2L58uVptlssFrm5ual48eIKCQl54MAAAAAAwNHsLohat24ti8UiwzBs2lPaLBaL6tatq6+//lq5cuXKtEABAAAAILPZPWVuzZo1qlatmtasWaPY2FjFxsZqzZo1qlGjhlasWKF169bpwoULGjRokCPiBQAAAIBMY/cI0csvv6wZM2aodu3a1rbGjRvLzc1NvXv31p49ezR58mQ9//zzmRooAAAAAGQ2u0eI/v33X/n4+KRq9/Hx0aFDhyRJJUqU0Pnz5x88OgAAAABwILsLoipVqui1117TuXPnrG3nzp3T66+/rmrVqkmSDhw4oMKFC2delAAAAADgAHYXRJ999pmio6NVqFAhFS9eXMWLF1ehQoV0+PBhffrpp5Kk+Ph4vf3225kebFaYOnWqQkNDrcUdAAAAgMeX3fcQlSpVSnv37tXq1au1f/9+a1vTpk3l5HSrvmrdunWmBpmV+vTpoz59+iguLk6+vr7ZHQ4AAAAAB7K7IDp+/LgKFSqkJ598Uk8++aTNvs2bN6tmzZqZFhwAAAAAOJLdU+bCw8N18eLFVO0bNmxIVSABAAAAwMPM7oKoZs2aCg8P1+XLl61t69atU/PmzTVs2LBMDQ4AAAAAHMnugujTTz9VkSJF1KJFC12/fl1r167VU089pXfffVevvPKKI2IEAAAAAIewuyBycnLSl19+KRcXFzVq1EgtW7bUmDFj9PLLLzsiPgAAAABwmAwtqrBr165UbcOHD1enTp3UtWtX1a9f39qnQoUKmRshAAAAADhIhgqiSpUqyWKxyDAMa1vK9ieffKIZM2bIMAxZLBYlJSU5LFgAAAAAyEwZKoiio6MdHQcAAAAAZLkMFURBQUEaOnSoWrVqpSpVqjg6JgAAAADIEhleVOH48eOKiIhQoUKF9OKLL+qHH37QjRs3HBkbAAAAADhUhguizz//XKdPn9bChQvl7e2tAQMGKE+ePGrTpo2++OKLND+sFQAAAAAeZnYtu+3k5KR69epp3Lhx+ueff/T777+rRo0a+uSTT1SgQAHVr19f48eP14kTJxwVLwAAAABkGrs/h+h2ZcqU0euvv64NGzbo2LFjioyM1Pr167Vw4cLMig8AAAAAHCZDiyrcTVxcnH7++WeVLl1aPXv2VM+ePTMjLgAAAABwOLtHiNq3b6+PPvpIknT16lVVrVpV7du3V/ny5bVkyZJMDxAAAAAAHMXugmjdunWqV6+eJGnZsmUyDEMxMTH68MMPNXLkyEwPEAAAAAAcxe6CKDY2Vv7+/pKklStXqk2bNvLw8NBTTz2lAwcOZHqAAAAAAOAodhdEhQsX1qZNm5SQkKCVK1cqPDxcknTp0iW5ublleoAAAAAA4Ch2L6owYMAAdenSRV5eXgoKClJYWJikW1Ppypcvn9nxAQAAAIDD2F0QvfTSS6pevbqOHTumpk2bysnp1iBT0aJFuYcIAAAAwCPlvpbdrlq1qqpWrWrT9tRTT2VKQAAAAACQVewuiAzDUFRUlNauXauzZ88qOTnZZv/SpUszLTgAAAAAcKT7uofok08+UcOGDZUvXz5ZLBZHxAUAAAAADmd3QTR37lwtXbpUzZs3d0Q8AAAAAJBl7F5229fXV0WLFnVELAAAAACQpewuiIYPH64RI0bo6tWrjogHAAAAALKM3VPm2rdvr4ULFypv3rwKDg6Wi4uLzf5t27ZlWnAAAAAA4Eh2F0SRkZH6888/1bVrVxZVAAAAAPBIs7sg+u6777Rq1SrVrVvXEfEAAAAAQJax+x6iwoULy8fHxxGxAAAAAECWsrsgmjBhgl5//XUdPnzYAeEAAAAAQNaxe8pc165ddeXKFRUrVkweHh6pFlW4ePFipgUHAAAAAI5kd0E0efJkB4QBAAAAAFnvvlaZAwAAAIDHgd0FkSQlJSXp66+/1r59+yRJZcuWVcuWLeXs7JypwQEAAACAI9ldEB08eFDNmzfXiRMnVKpUKUnSmDFjVLhwYX333XcqVqxYpgcJAAAAAI5g9ypz/fv3V7FixXTs2DFt27ZN27Zt09GjRxUSEqL+/fs7IkYAAAAAcAi7R4h+/fVXbd68Wf7+/ta23Llza+zYsapTp06mBgcAAAAAjmT3CJGrq6suX76cqj0+Pl45c+bMlKAAAAAAICvYXRA9/fTT6t27t37//XcZhiHDMLR582b997//VcuWLR0RY5aaOnWqQkNDVa1atewOBQAAAICD2V0QffjhhypWrJhq1aolNzc3ubm5qU6dOipevPhj8RlFffr00d69e7V169bsDgUAAACAg9l9D5Gfn5+++eYbHTx40LrsdpkyZVS8ePFMDw4AAAAAHMnuEaJ3331XV65cUfHixdWiRQu1aNFCxYsX19WrV/Xuu+86IkYAAAAAcAi7C6IRI0YoPj4+VfuVK1c0YsSITAkKAAAAALKC3QWRYRiyWCyp2nfu3GmzFDcAAAAAPOwyfA9Rrly5ZLFYZLFYVLJkSZuiKCkpSfHx8frvf//rkCABAAAAwBEyXBBNnjxZhmHo+eef14gRI+Tr62vdlzNnTgUHB6tWrVoOCRIAAAAAHCHDBVFkZKQkKSQkRLVr15aLi4vDggIAAACArGD3stsNGjSwfn/t2jXduHHDZr+Pj8+DRwUAAAAAWcDuRRWuXLmivn37Km/evPL09FSuXLlsvgAAAADgUWF3QfTaa6/p559/1scffyxXV1d9+umnGjFihAoUKKAvvvjCETECAAAAgEPYPWXu22+/1RdffKGwsDD16NFD9erVU/HixRUUFKT58+erS5cujogTAAAAADKd3SNEFy9eVNGiRSXdul/o4sWLkqS6detq3bp1mRsdAAAAADiQ3QVR0aJFFR0dLUkqXbq0Fi1aJOnWyJGfn1+mBgcAAAAAjmR3QdSjRw/t3LlTkjRkyBBNnTpVbm5ueuWVV/Taa69leoAAAAAA4Ch230P0yiuvWL9v0qSJ/v77b/35558qXry4KlSokKnBAQAAAIAj2V0Q3SkoKEhBQUGZEQsAAAAAZKkMTZn78MMPde3atQwfdPr06bp8+fJ9BwUAAAAAWSFDBdErr7xiV4Hz+uuv69y5c/cdFAAAAABkhQxNmTMMQ40bN1aOHBmbYXf16tUHCgoAAAAAskKGKpxhw4bZddBWrVrJ39//vgICAAAAHlZJSUlKTEzM7jBwDy4uLnJ2ds5QX4cURAAAAMDjJj4+XsePH5dhGNkdCu7BYrGoUKFC8vLyumffB15lDgAAAHjcJSUl6fjx4/Lw8FBAQIAsFkt2h4R0GIahc+fO6fjx4ypRosQ9R4ooiAAAAIB7SExMlGEYCggIkLu7e3aHg3sICAjQ4cOHlZiYeM+CKEOrzAEAAAAQI0OPCHuuEwURAAAAYDKzZ89WkyZN0t2fkJCg0NBQxcfHS5JOnz6t2rVry9vbWxMnTszUWCwWi44fPy5JCgsL07x58+75mEuXLik0NNSuz0pNj90F0dq1ax/4pAAAAADuLjg4WL/99luG+h4+fDjDH5GTEdOnT1erVq2sixLMmDFDwcHBunz5sgYOHJhp57mb7777TrVr15avr68KFCiggQMHWlf4y5Url8LDwzVz5swHPo/dBdGTTz6pYsWKaeTIkTp27NgDBwAAAADg4fLZZ5+pU6dO1u2jR48qNDQ0S2OIi4vT8OHDdfr0ae3cuVNbt27V//73P+v+Tp066dNPP33g89hdEJ04cUJ9+/ZVVFSUihYtqmbNmmnRokW6cePGAwcDAAAAQHrhhRd09OhRhYeHy8vLS/Pnz5ckTZs2TUWLFlVAQIC6du2q2NhYSVJ4eLiSkpLk5eUlLy8vHT16VL///ruqVasmHx8fBQUFacqUKRk699GjR3Xy5EmVL19ekvTf//5Xc+bM0XvvvScvLy9t375dV69eVd++fVWgQAEVKlRIY8eOtT6+e/fu6t+/vxo3bixvb2+Fh4fr4sWL1v2ff/65ChcurMDAQM2YMSPdODp16qTw8HC5u7srICBAzz33nDZt2mTdX7VqVR08eFCnTp3K+BObBrsLojx58uiVV17Rjh079Pvvv6tkyZJ66aWXVKBAAfXv3187d+58oIAAAACAh5lhGLqSeCNTv+78bKNPP/1URYoU0erVqxUfH68uXbpozZo1eu+997RixQodPnxYV69e1csvvyxJWr16tZydnRUfH6/4+HgVKVJELi4u+uSTTxQTE6MlS5bo7bff1vbt2++Z3+7du1W8eHHrwgTTp09Xly5d9M477yg+Pl5PPPGEBg0apIsXL2r//v3asmWL5s6dqxUrVliPsWjRIk2aNEnnzp1TUlKSPvjgA0nSX3/9pQEDBigqKkrR0dEZnhIoSevWrVPZsmWt287OzipevLh27dqV4WOk5YEmGlauXFmBgYHKnTu3xo4dq88//1zTpk1TrVq1NH36dJuAAQAAgMfB1ZuJKjlvaKYec3/Xd+XhkvOufb788kv17t3bOnVt9OjRqlSpkmbNmpVm/8qVK1u/r1q1qpo3b64NGzboiSeeuOt5YmJi7vqBpoZhaNasWTp48KB1ROrFF19UVFSUnn76aUlSu3btVKFCBUlSmzZttHr1aknSkiVL9Oyzz6pGjRqSpKFDh2ru3Ll3jSflcT/99FOqwRdvb2/rKNn9uq9V5hITExUVFaXmzZsrKChIq1at0kcffaQzZ87o4MGDCgoKUrt27R4oMAAAAAD/5+TJkypSpIh1OygoSNeuXbOZjna7PXv2qGnTpgoICJCvr6+WLl2qCxcu3PM8vr6+1tXl0nLu3DldvXpVoaGh8vPzk5+fn958802dOXPG2idfvnzW7z08PKzHO3XqlAoXLmzdd/v36Vm7dq1efPFFffvtt8qbN6/NvsuXL8vX1/eex7gbu0eI+vXrp4ULF8owDD333HMaN26cypUrZ93v6emp8ePHq0CBAg8UGAAAAPAwcs/hov1d3830Y97pzs/SKVCggI4ePWrdPnr0qNzc3OTv759mAdO3b1/Vq1dPy5cvl7u7uzp16pRqal5aypcvr3///Tfd/Xny5JGrq6sOHTokf3//ex7vdvnz51d0dLR1+16LtP3+++9q3769Fi9erKpVq9rsS0pK0r///mu91+l+2T1CtHfvXk2ZMkUnT57U5MmTbYqhFHny5GF5bgAAADyWLBaLPFxyZupXWh8kmjdvXh0+fNi63aFDB82cOVP79u1TQkKC3nrrLbVv314Wi0V58uRRcnKy9fN8pFujJ35+fnJzc9P69ev13XffZSi/oKAgBQYGavfu3Wnud3JyUmRkpF599VXFxMQoOTlZ+/bt05YtW+557DZt2mjp0qXaunWrrl69qpEjR6bbd/fu3WrRooU+++wzhYWFpdr/559/KiQk5IEHYuwuiIYNG6Z27drJ1dXVpv3mzZtat26dJClHjhxq0KDBAwUGAAAAmNngwYM1ZMgQ+fn5acGCBQoPD9cbb7xhvW3FxcVFkydPlnRrltaQIUNUqVIl+fn56ejRo3r//fc1depU+fj4aPLkyWrZsmWGz92zZ08tXLgw3f2TJk2Sr6+vypcvL39/f3Xr1k2XLl2653HLlSuniRMn6plnnlFwcLBq166dbt+JEyfqwoUL6ty5s/VepYiICOv+hQsXqlevXhnOKT0WIyPjZrdxdnbWqVOnUs3fu3DhgvLmzaukpKQHDuphEBcXJ19fX8XGxsrHxye7w3G4xMREff/992revLlcXFIP2T7uyJ/8zZq/mXOXyJ/8zZu/GXN/0Pd2165dU3R0tEJCQuTm5uaACB8uCQkJqlatmrZs2XLXBRayS0xMjOrUqaM///wzzethz/Wy+x4iwzDSHNK7cOGCPD097T0cAAAAgIeMp6en9u7dm91hpMvPz0979uzJlGNluCB69tlnJd2aM9m9e3ebKXNJSUnatWvXXYe8AAAAAOBhk+GCKGU5O8Mw5O3tLXd3d+u+nDlzqmbNmpkyhw8AAAAAskqGC6KUD3wKDg7WoEGDmB4HAAAA4JFn9z1Ew4YNc0QcAAAAAJDlMlQQVa5cWT/99JNy5cqlJ554Is1FFVJs27Yt04IDAAAAAEfKUEHUqlUr6yIKrVu3dmQ8AAAAAJBlMlQQ3T5NjilzAAAAAB4XTvY+4NixYzp+/Lh1e8uWLRowYIBmzJiRqYEBAAAAcIzZs2erSZMm6e5PSEhQaGio4uPjJUmnT59W7dq15e3trYkTJ2ZqLBaLxVpfhIWFad68efd8zKVLlxQaGqpr16498PntLog6d+6stWvXSrr1xDRp0kRbtmzRW2+9pXffffeBAwIAAABwa3Xn3377LUN9Dx8+rBw57F4vLV3Tp09Xq1at5OXlJUmaMWOGgoODdfnyZQ0cODDTznM3mzdvVoUKFeTn56e8efMqMjLSWqDlypVL4eHhmjlz5gOfx+6C6K+//lL16tUlSYsWLVL58uW1ceNGzZ8/X7Nnz37ggAAAAABkr88++0ydOnWybh89elShoaFZGkPx4sX1ww8/KCYmRocPH1ZycrJGjBhh3d+pUyd9+umnD3weuwuixMRE6wILP/74o1q2bClJKl26tE6dOvXAAQEAAABm98ILL+jo0aMKDw+Xl5eX5s+fL0maNm2aihYtqoCAAHXt2lWxsbGSpPDwcCUlJcnLy0teXl46evSofv/9d1WrVk0+Pj4KCgrSlClTMnTuo0eP6uTJkypfvrwk6b///a/mzJmj9957T15eXtq+fbuuXr2qvn37qkCBAipUqJDGjh1rfXz37t3Vv39/NW7cWN7e3goPD9fFixet+z///HMVLlxYgYGBd73tJk+ePCpYsKAkyTAMOTk56d9//7Xur1q1qg4ePPjANYjdBVHZsmU1ffp0rV+/XmvWrNGTTz4pSTp58qRy5879QMEAAAAAj4oriTd0JfGGDMOwtt1IuqkriTd0Pelmmn2TjWRrW2Jykq4k3kjz2J9++qmKFCmi1atXKz4+Xl26dNGaNWv03nvvacWKFTp8+LCuXr2ql19+WZK0evVqOTs7Kz4+XvHx8SpSpIhcXFz0ySefKCYmRkuWLNHbb7+t7du33zOv3bt3q3jx4taP2pk+fbq6dOmid955R/Hx8XriiSc0aNAgXbx4Ufv379eWLVs0d+5crVixwnqMRYsWadKkSTp37pySkpL0wQcfSLo122zAgAGKiopSdHT0PacEHj16VH5+fvLy8tKSJUvUt29f6z5nZ2cVL15cu3btumdOd2N3QfT+++/rk08+UVhYmDp16qSKFStKkpYvX26dSgcAAAA87krOG6qS84bq4vUEa9v0v9ap5LyhenvzNzZ9K375nkrOG6oT8THWtjn7NqnkvKEZPt+XX36p3r17KzQ0VJ6enho9erS++uorm4LsdpUrV1blypXl5OSkqlWrqnnz5tqwYcM9zxMTE2O9dygthmFo1qxZGj9+vLy8vFSgQAG9+OKLioqKsvZp166dKlSoIDc3N7Vp00Y7d+6UJC1ZskTPPvusatSoIXd3dw0devf8ixQpopiYGJ05c0ZvvPGGihQpYrPf29vbOkp2v+y+8yosLEznz59XXFyccuXKZW3v3bu3PDw8HigYAAAAAGk7efKkateubd0OCgrStWvXbKaj3W7Pnj0aMGCAduzYoRs3bujatWsqXbr0Pc/j6+trXbwgLefOndPVq1dt7ilKTk5WnTp1rNv58uWzfu/h4WE93qlTp1S4cGHrvtu/v5u8efPqySefVOfOnbVlyxZr++XLl+Xr65uhY6TnvpaicHZ2timGpFurYDwOpk6dqqlTpyopKSm7QwEAAMBDbH/XWyssu+dwsbb9t1x9vRBaV85OthOxdnZ8R5LkdttKcJFlaqlzyfRnWKVMWUtRoEABHT161Lp99OhRubm5yd/fP80Cpm/fvqpXr56WL18ud3d3derUKd3RpNuVL1/e5l6dO+XJk0eurq46dOiQ/P3973m82+XPn1/R0dHW7WPHjmX4sTdv3tTBgwet20lJSfr333+t9zrdL7unzJ05c0bPPfecChQooBw5csjZ2dnm61HXp08f7d27V1u3bs3uUAAAAPAQ83DJKQ+XnDaFS07nHPJwySlX5xxp9nWy/N/bbxcnZ3m45Ez3+Hnz5tXhw4et2x06dNDMmTO1b98+JSQk6K233lL79u1lsViUJ08eJScn23xe6OXLl+Xn5yc3NzetX79e3333XYbyCgoKUmBgoHbv3p3mficnJ0VGRurVV19VTEyMkpOTtW/fPpuRm/S0adNGS5cu1datW3X16lWNHDky3b4rVqzQP//8I8MwdPLkSb311ltq1KiRdf+ff/6pkJAQFShQIEN5pcfugqh79+7atm2b3nnnHUVFRWnp0qU2XwAAAAAe3ODBgzVkyBD5+flpwYIFCg8P1xtvvKHmzZsrKChILi4umjx5siTJ09NTQ4YMUaVKleTn56ejR4/q/fff19SpU+Xj46PJkydbV4fOiJ49e2rhwoXp7p80aZJ8fX1Vvnx5+fv7q1u3brp06dI9j1uuXDlNnDhRzzzzjIKDg22mAN7p9OnTioiIkJeXl6pWraqgoCB98skn1v0LFy5Ur169MpxTeixGRsbNbuPt7a3169erUqVKD3zyh1lcXJx8fX0VGxsrHx+f7A7H4RITE/X999+refPmcnFxufcDHjPkT/5mzd/MuUvkT/7mzd+MuT/oe7tr164pOjpaISEhcnNzc0CED5eEhARVq1ZNW7ZsuesCC9klJiZGderU0Z9//pnm9bDnetl9D1HhwoUzNPcQAAAAwKPJ09NTe/fuze4w0uXn56c9e/ZkyrHsnjI3efJkDRkyxGY+IwAAAAA8iuweIerQoYOuXLmiYsWKycPDI9Uwa3rL/gEAAADAw8bugijlxi0AAAAAeNTZXRBFRkY6Ig4AAADgoce99I8Ge66T3fcQSdK///6rt99+W506ddLZs2clST/88EOm3dgEAAAAPExSPm/zxo0b2RwJMiLlOmXkc1LtHiH69ddfFRERoTp16mjdunUaNWqU8ubNq507d+qzzz5TVFSU/REDAAAAD7EcOXLIw8ND586dk4uLi5yc7mtcAVkgOTlZ586dk4eHh3LkuHe5Y3dBNGTIEI0cOVIDBw6Ut7e3tb1Ro0b66KOP7D0cAAAA8NCzWCzKnz+/oqOjdeTIkewOB/fg5OSkIkWKyGKx3LOv3QXR7t27tWDBglTtefPm1fnz5+09HAAAAPBIyJkzp0qUKMG0uUdAzpw5MzyKZ3dB5Ofnp1OnTikkJMSmffv27SpYsKC9hwMAAAAeGU5OTnJzc8vuMJCJ7J782LFjRw0ePFinT5+WxWJRcnKyNmzYoEGDBqlbt26OiBEAAAAAHMLugmj06NEqXbq0ChcurPj4eIWGhqp+/fqqXbu23n77bUfECAAAAAAOYfeUuZw5c2rmzJl655139Ndffyk+Pl5PPPGESpQo4Yj4AAAAAMBh7C6IUhQpUkRFihTJzFgAAAAAIEvZNWUuISFBQ4cOVbly5eTl5SVvb29VqFBB7777rq5cueKoGAEAAADAITI8QnTjxg01aNBAf/31lyIiItSiRQsZhqF9+/Zp1KhR+uGHH7Ru3Tq5uLg4Ml4AAAAAyDQZLog+/vhjHT9+XDt37lSpUqVs9v39998KCwvT9OnT1a9fv0wPEgAAAAAcIcNT5pYuXap33nknVTEkSaVLl9Zbb72lqKioTA0OAAAAABwpwwXR3r17FRYWlu7+hg0bau/evZkREwAAAABkiQwXRDExMcqdO3e6+3Pnzq3Y2NhMCQoAAAAAskKGC6Lk5GQ5OzunfyAnJyUlJWVKUAAAAACQFTK8qIJhGGrcuLFy5Ej7ITdv3sy0oAAAAAAgK2S4IBo2bNg9+7Rp0+aBggEAAACArJSpBREAAAAAPEoyfA8RAAAAADxuKIgAAAAAmBYFEQAAAADToiACAAAAYFp2FUSJiYlq3LixDhw44Kh4AAAAACDL2FUQubi4aNeuXY6KBQAAAACylN1T5rp27arPPvvMEbEAAAAAQJbK8OcQpbh586Y+//xz/fjjj6pSpYo8PT1t9k+cODHTggMAAAAAR7K7IPrrr79UuXJlSdL+/ftt9lkslsyJCgAAAACygN0F0dq1ax0RBwAAAABkuftedvvgwYNatWqVrl69KkkyDCPTggIAAACArGB3QXThwgU1btxYJUuWVPPmzXXq1ClJUs+ePfXqq69meoAAAAAA4Ch2F0SvvPKKXFxcdPToUXl4eFjbO3TooJUrV2ZqcAAAAADgSHbfQ7R69WqtWrVKhQoVsmkvUaKEjhw5kmmBAQAAAICj2T1ClJCQYDMylOLixYtydXXNlKAAAAAAICvYXRDVq1dPX3zxhXXbYrEoOTlZ48aNU8OGDTM1OAAAAABwJLunzI0bN06NGzfWH3/8oRs3buj111/Xnj17dPHiRW3YsMERMQIAAACAQ9g9QlSuXDnt379fdevWVatWrZSQkKBnn31W27dvV7FixRwRIwAAAAA4hN0jRJLk6+urt956K7NjAQAAAIAsdV8F0aVLl/TZZ59p3759kqTQ0FD16NFD/v7+mRocAAAAADiS3VPm1q1bp+DgYH344Ye6dOmSLl26pA8//FAhISFat26dI2IEAAAAAIewe4SoT58+6tChgz7++GM5OztLkpKSkvTSSy+pT58+2r17d6YHCQAAAACOYPcI0cGDB/Xqq69aiyFJcnZ21sCBA3Xw4MFMDQ4AAAAAHMnugqhy5crWe4dut2/fPlWsWDFTggIAAACArJChKXO7du2yft+/f3+9/PLLOnjwoGrWrClJ2rx5s6ZOnaqxY8c6JkoAAAAAcIAMFUSVKlWSxWKRYRjWttdffz1Vv86dO6tDhw6ZFx0AAAAAOFCGCqLo6GhHxwEAAAAAWS5DBVFQUJCj4wAAAACALHdfH8x68uRJ/fbbbzp79qySk5Nt9vXv3z9TAgMAAAAAR7O7IJo9e7b+85//KGfOnMqdO7csFot1n8VioSACAAAA8MiwuyB65513NHToUL3xxhtycrJ71W4AAAAAeGjYXdFcuXJFHTt2pBgCAAAA8Mizu6rp2bOnFi9e7IhYAAAAACBL2T1lbsyYMXr66ae1cuVKlS9fXi4uLjb7J06cmGnBAQAAAIAj3VdBtGrVKpUqVUqSUi2qAAAAAACPCrsLogkTJujzzz9X9+7dHRAOAAAAAGQdu+8hcnV1VZ06dRwRCwAAAABkKbsLopdffllTpkxxRCwAAAAAkKXsnjK3ZcsW/fzzz1qxYoXKli2balGFpUuXZlpwAAAAAOBIdhdEfn5+evbZZx0RCwAAAABkKbsLolmzZjkiDgAAAADIcnbfQwQAAAAAjwu7R4hCQkLu+nlDhw4deqCAAAAAACCr2F0QDRgwwGY7MTFR27dv18qVK/Xaa69lVlwAAAAA4HB2F0Qvv/xymu1Tp07VH3/88cABAQAAAEBWybR7iCIiIrRkyZLMOly2mTp1qkJDQ1WtWrXsDgUAAACAg2VaQRQVFSV/f//MOly26dOnj/bu3autW7dmdygAAAAAHMzuKXNPPPGEzaIKhmHo9OnTOnfunKZNm5apwQEAAACAI9ldELVu3dpm28nJSQEBAQoLC1Pp0qUzKy4AAAAAcDi7C6Jhw4Y5Ig4AAAAAyHJ8MCsAAAAA08rwCJGTk9NdP5BVkiwWi27evPnAQQEAAABAVshwQbRs2bJ0923atEkffvihkpOTMyUoAAAAAMgKGS6IWrVqlartn3/+0ZAhQ/Ttt9+qS5cuevfddzM1OAAAAABwpPu6h+jkyZPq1auXypcvr5s3b2rHjh2aM2eOgoKCMjs+AAAAAHAYuwqi2NhYDR48WMWLF9eePXv0008/6dtvv1W5cuUcFR8AAAAAOEyGp8yNGzdO77//vgIDA7Vw4cI0p9ABAAAAwKMkwwXRkCFD5O7uruLFi2vOnDmaM2dOmv2WLl2aacEBAAAAgCNluCDq1q3bPZfdBgAAAIBHSYYLotmzZzswDAAAAADIeve1yhwAAAAAPA4oiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAAACAaVEQAQAAADAtCiIAAAAApkVBBAAAAMC0KIgAAAAAmBYFEQAAAADToiACAAAAYFoURAAAAABMi4IIAAAAgGlREAEAAAAwLQoiAAAAAKZFQQQAAADAtCiIAAAAAJgWBREAAAAA06IgAgAAAGBaFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAAACAaVEQAQAAADAtCiIAAAAApkVBBAAAAMC0KIgAAAAAmBYFEQAAAADToiACAAAAYFoURAAAAABMi4IIAAAAgGlREAEAAAAwLQoiAAAAAKZFQQQAAADAtCiIAAAAAJgWBREAAAAA06IgAgAAAGBaFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAAACAaVEQAQAAADAtCiIAAAAApkVBBAAAAMC0KIgAAAAAmBYFEQAAAADToiACAAAAYFoURAAAAABMi4IIAAAAgGlREAEAAAAwLQoiAAAAAKZFQQQAAADAtCiIAAAAAJgWBREAAAAA06IgAgAAAGBaFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAAACAaVEQAQAAADAtCiIAAAAApkVBBAAAAMC0KIgAAAAAmBYFEQAAAADToiACAAAAYFoURAAAAABMi4IIAAAAgGlREAEAAAAwLQoiAAAAAKZFQQQAAADAtCiIAAAAAJgWBREAAAAA06IgAgAAAGBaFEQAAAAATIuCCAAAAIBp5cjuAB52F6/GK4e7m3X7elKikgxDLk7OcnFyliQlJSfrevJNWSS558h5177JRrKuJd2UJHnc1vdG0k3dNJKVw+KknM457O5rGIauJiVKktydXWSxWOzqm3gzUQnJiTp/LV7uSa7WvpJ05eYNSZKbcw45WZzSPW56fROTk5SYnCRni0Wuzi7Wvldv3pAhydUph5yd7O97MzlJN5KT5CSL3HL8X99rNxOVLMOuvpZkQ9eNJF25eUNOyUlpXs+UvjmdnJUjE6/9g75Obr+e9/s6Sbh+TXHJNxRz/Yo85Z7qet7rNXV734xc+wd9naR3Pe/ndZLTyVlGcrKuG0m6fOOakm9ev2vf+7n2D/PviP+79lflKeOufe259o/K74jk5CRdN5IUd+OajAe89o/i74irideVkJyoKzdvyEXGfV/7R/V3ROLNRF1Jvqnz1+LlejNnhq/94/A74kGufWb9jsjpnEPuOf7v8UB2sRiGYWR3EA+juLg4+fr6Kv/UAXJyd83ucAAAAB47+7u+Kw+XnPfumAlS3tvFxsbKx8cnS86JRwNT5gAAAACYFlPm7mFjm9eU1z+PdfthGep2xJS571b+oIZNGsvdxZxT5n5as0bNmjWTk5PzYzMdxp5pUyvXrNKTTcPl6WrOKXOrVq1Sk6ZNlexkeSymw9h/7ZvJ09Xtrn0f1ylzq1atUuOmTWU84LV/FH9HXE28rrU//qSnnoyQSw4XU06Z+37lSoU1aSTXHOabMne/1z6zp8wB2Y2C6B783b1shnLTG9b1TqMtvb5eDurrqdRT+zLaN1EWeTq5KI+bl1xcbH85pXWM9I5rz7D3w9Q3MTFRrhZneeTIKRcXF7uu56N+7SXJRRb5OOWUn6uHzfU3w7WX/u/6e+d0S/X6v9txH4fXyf9de3eb3O15TT3Kr5OUa+9jwmvv4ZJTns4u8nRysf7uu1vftDzK11669X+fh1OODP/fJznu2mf16+RBr72jXidAdmDKHAAAAADToiACAAAAYFoURAAAAABMi4IIAAAAgGlREAEAAAAwrUe+IDp27JjCwsIUGhqqChUqaPHixdZ9wcHBqlChgipVqqSGDRtmY5QAAAAAHkaP/LLbOXLk0OTJk1WpUiWdPn1aVapUUfPmzeXp6SlJ2rhxo7y80lp0EgAAAIDZPfIFUf78+ZU/f35JUmBgoPLkyaOLFy9aCyIAAAAASE+2T5lbt26dWrRooQIFCshisejrr79O1Wfq1KkKDg6Wm5ubatSooS1btqR5rD///FNJSUkqXLiwJMlisahBgwaqVq2a5s+f78g0AAAAADyCsr0gSkhIUMWKFTV16tQ093/11VcaOHCghg0bpm3btqlixYpq1qyZzp49a9Pv4sWL6tatm2bMmGFt++233/Tnn39q+fLlGj16tHbt2uXQXAAAAAA8WrJ9ylxERIQiIiLS3T9x4kT16tVLPXr0kCRNnz5d3333nT7//HMNGTJEknT9+nW1bt1aQ4YMUe3ata2PLViwoKRb0+qaN2+ubdu2qUKFCmme5/r167p+/bp1Oy4uTpKUmJioxMTEB0vyEZCSoxlyTQv5k//t/5qJmXOXyJ/8zZu/GXM3U66wj8UwDCO7g0hhsVi0bNkytW7dWpJ048YNeXh4KCoqytomSZGRkYqJidE333wjwzDUuXNnlSpVSsOHD7f2SUhIUHJysry9vRUfH68GDRpo+vTpqlatWprnHj58uEaMGJGqfcGCBfLw8MjMNAEAAJDFrly5os6dOys2NlY+Pj7ZHQ4eItk+QnQ358+fV1JSkvLly2fTni9fPv3999+SpA0bNuirr75ShQoVrPcfzZ07V56ennrmmWckSUlJSerVq1e6xZAkvfHGGxo4cKB1Oy4uToULF1Z4eLgpfmgSExO1Zs0aNW3aVC4uLtkdTpYjf/I3a/5mzl0if/I3b/5mzD1l9g9wp4e6IMqIunXrKjk5Oc19O3fuzPBxXF1d5erqmqrdxcXFNL8oJPPleyfyJ3+z5m/m3CXyJ3/z5m+m3M2SJ+yX7Ysq3E2ePHnk7OysM2fO2LSfOXNGgYGB2RQVAAAAgMfFQ10Q5cyZU1WqVNFPP/1kbUtOTtZPP/2kWrVqZWNkAAAAAB4H2T5lLj4+XgcPHrRuR0dHa8eOHfL391eRIkU0cOBARUZGqmrVqqpevbomT56shIQE66pzAAAAAHC/sr0g+uOPP9SwYUPrdsrCBpGRkZo9e7Y6dOigc+fOaejQoTp9+rQqVaqklStXplpoAQAAAADsle0FUVhYmO618nffvn3Vt2/fLIoIAAAAgFk81PcQAQAAAIAjURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAAACAaVEQAQAAADAtCiIAAAAApkVBdIepU6cqNDRU1apVy+5QAAAAADhYjuwO4GHTp08f9enTR7GxsfLz81NcXFx2h5QlEhMTdeXKFcXFxcnFxSW7w8ly5E/+Zs3fzLlL5E/+5s3fjLmnvKczDCObI8HDhoIoHZcvX5YkFS5cOJsjAQAAQGa5fPmyfH19szsMPEQsBmVympKTk3Xy5El5e3vLYrHc1zGqVaumrVu3Zkrf9Pan1X6vtrS+j4uLU+HChXXs2DH5+PhkKOZ7eVjyv9u2o/K3J/eM9H+c88+u1/7t22bMn5/97L/2Gen/OOfPz/7jde3vFvP99HVE/oZh6PLlyypQoICcnLhrBP+HEaJ0ODk5qVChQg90DGdn5wz/krlX3/T2p9V+r7b0vpckHx+fTPvF+LDkf7dtR+VvT+4Z6f84559dr/20ts2UPz/72X/tM9L/cc6fn/3H69rfLeb76euo/BkZQloojx2oT58+mdY3vf1ptd+rLb3vM9vDkv/dth2Vv73HNXP+2fXaz8i579ejkD8/+9l/7TPS/3HOn5/9x+va23vs7MofSAtT5iDp1o2Gvr6+io2NzbS/FD1KyJ/8zZq/mXOXyJ/8zZu/mXMH7sQIESRJrq6uGjZsmFxdXbM7lGxB/uRv1vzNnLtE/uRv3vzNnDtwJ0aIAAAAAJgWI0QAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUGEe4qJiVHVqlVVqVIllStXTjNnzszukLLclStXFBQUpEGDBmV3KFkuODhYFSpUUKVKldSwYcPsDifLRUdHq2HDhgoNDVX58uWVkJCQ3SFlmX/++UeVKlWyfrm7u+vrr7/O7rCyzKRJk1S2bFmFhoaqf//+MtsaROPHj1fZsmVVrlw5zZs3L7vDyRLPPPOMcuXKpbZt29q0r1ixQqVKlVKJEiX06aefZlN0jpde/um1A48LVpnDPSUlJen69evy8PBQQkKCypUrpz/++EO5c+fO7tCyzFtvvaWDBw+qcOHCGj9+fHaHk6WCg4P1119/ycvLK7tDyRYNGjTQyJEjVa9ePV28eFE+Pj7KkSNHdoeV5eLj4xUcHKwjR47I09Mzu8NxuHPnzqlmzZras2ePXFxcVL9+fY0fP161atXK7tCyxO7duxUZGamNGzfKMAw1bNhQK1eulJ+fX3aH5lC//PKLLl++rDlz5igqKkqSdPPmTYWGhmrt2rXy9fVVlSpVtHHjxsfy/8C08r9bO/C4YIQI9+Ts7CwPDw9J0vXr12UYhqn+UnrgwAH9/fffioiIyO5QkMVS3gzXq1dPkuTv72/KYkiSli9frsaNG5uiGEpx8+ZNXbt2TYmJiUpMTFTevHmzO6Qss2/fPtWqVUtubm5yd3dXxYoVtXLlyuwOy+HCwsLk7e1t07ZlyxaVLVtWBQsWlJeXlyIiIrR69epsitCx0sr/bu3A44KCyATWrVunFi1aqECBArJYLGlOeZk6daqCg4Pl5uamGjVqaMuWLTb7Y2JiVLFiRRUqVEivvfaa8uTJk0XRP5jMyH3QoEEaM2ZMFkWcuTIjf4vFogYNGqhatWqaP39+FkWeOR40/wMHDsjLy0stWrRQ5cqVNXr06CyM/sFlxvVPsWjRInXo0MHBEWeeB809ICBAgwYNUpEiRVSgQAE1adJExYoVy8IMHsyD5l+uXDn98ssviomJ0aVLl/TLL7/oxIkTWZiB/TLz9X67kydPqmDBgtbtggULPpTPhaPyB8yAgsgEEhISVLFiRU2dOjXN/V999ZUGDhyoYcOGadu2bapYsaKaNWums2fPWvv4+flp586dio6O1oIFC3TmzJmsCv+BPGju33zzjUqWLKmSJUtmZdiZJjOu/W+//aY///xTy5cv1+jRo7Vr166sCv+BPWj+N2/e1Pr16zVt2jRt2rRJa9as0Zo1a7IyhQeSGddfkuLi4rRx40Y1b948K8LOFA+a+6VLl7RixQodPnxYJ06c0MaNG7Vu3bqsTOGBPGj+KfdNNWrUSM8++6xq1qwpZ2fnrEzBbpn1en9UmT1/4IEYMBVJxrJly2zaqlevbvTp08e6nZSUZBQoUMAYM2ZMmsd48cUXjcWLFzsyTIe4n9yHDBliFCpUyAgKCjJy585t+Pj4GCNGjMjKsDNNZlz7QYMGGbNmzXJglI5zP/lv3LjRCA8Pt+4fN26cMW7cuCyJN7M9yPX/4osvjC5dumRFmA5xP7kvWrTIeOmll6z7x40bZ7z//vtZEm9my4yf/Z49exorVqxwZJiZ6kFyXrt2rdGmTRvr9oYNG4zWrVtbt19++WVj/vz5jgk8k2Rm/vdqBx4HjBCZ3I0bN/Tnn3+qSZMm1jYnJyc1adJEmzZtkiSdOXNGly9fliTFxsZq3bp1KlWqVLbEm5kykvuYMWN07NgxHT58WOPHj1evXr00dOjQ7Ao5U2Uk/4SEBOu1j4+P188//6yyZctmS7yZLSP5V6tWTWfPntWlS5eUnJysdevWqUyZMtkVcqbKSP4pHrXpcveSkdwLFy6sjRs36tq1a0pKStIvv/zyWPzekzJ+7VNGDv755x9t2bJFzZo1y/JYM4s9r/c7Va9eXX/99ZdOnDih+Ph4/fDDD4/cc/Eg+QNmYM67g2F1/vx5JSUlKV++fDbt+fLl099//y1JOnLkiHr37m1dTKFfv34qX758doSbqTKS++MsI/mfOXNGzzzzjKRbqw326tVL1apVy/JYHSEj+efIkUOjR49W/fr1ZRiGwsPD9fTTT2dHuJkuo6//2NhYbdmyRUuWLMnqEB0mI7nXrFlTzZs31xNPPCEnJyc1btxYLVu2zI5wM11Gr32rVq0UGxsrT09PzZo165FeUCSjOTdp0kQ7d+5UQkKCChUqpMWLF6tWrVqaMGGCGjZsqOTkZL3++uuP3ApzD5p/eu3A4+LR/e2GLFO9enXt2LEju8PIdt27d8/uELJc0aJFtXPnzuwOI1tFRESYeoVBX1/fR+aewcw2atQojRo1KrvDyDZmHDn48ccf02xv2bLlY1MQ3016+afXDjwumDJncnny5JGzs3OqNzxnzpxRYGBgNkWVNcycu0T+5G/e/M2cu2TO/M2Y8+3Mnj9wLxREJpczZ05VqVJFP/30k7UtOTlZP/3002M/HG7m3CXyJ3/z5m/m3CVz5m/GnG9n9vyBe2HKnAnEx8fr4MGD1u3o6Gjt2LFD/v7+KlKkiAYOHKjIyEhVrVpV1atX1+TJk5WQkKAePXpkY9SZw8y5S+RP/ubN38y5S+bM34w5387s+QMPJJtXuUMWWLt2rSEp1VdkZKS1z5QpU4wiRYoYOXPmNKpXr25s3rw5+wLORGbO3TDIn/zNm7+ZczcMc+ZvxpxvZ/b8gQdhMQzDcEilBQAAAAAPOe4hAgAAAGBaFEQAAAAATIuCCAAAAIBpURABAAAAMC0KIgAAAACmRUEEAAAAwLQoiAAAAACYFgURAAAAANOiIAIAAABgWhREAAAAAEyLgggAHkHdu3dX69ats+38zz33nEaPHp2hvh07dtSECRMcHBEAAPfHYhiGkd1BAAD+j8Viuev+YcOG6ZVXXpFhGPLz88uaoG6zc+dONWrUSEeOHJGXl9c9+//111+qX7++oqOj5evrmwURAgCQcRREAPCQOX36tPX7r776SkOHDtU///xjbfPy8spQIeIoL7zwgnLkyKHp06dn+DHVqlVT9+7d1adPHwdGBgCA/ZgyBwAPmcDAQOuXr6+vLBaLTZuXl1eqKXNhYWHq16+fBgwYoFy5cilfvnyaOXOmEhIS1KNHD3l7e6t48eL64YcfbM71119/KSIiQl5eXsqXL5+ee+45nT9/Pt3YkpKSFBUVpRYtWti0T5s2TSVKlJCbm5vy5cuntm3b2uxv0aKFvvzyywd/cgAAyGQURADwmJgzZ47y5MmjLVu2qF+/fnrxxRfVrl071a5dW9u2bVN4eLiee+45XblyRZIUExOjRo0a6YknntAff/yhlStX6syZM2rfvn2659i1a5diY2NVtWpVa9sff/yh/v37691339U///yjlStXqn79+jaPq169urZs2aLr1687JnkAAO4TBREAPCYqVqyot99+WyVKlPh/7d29SyNBHMbxx4tBQxQCbhSDEBElEYm66WxFU+kfYGEhmEoQW5uUFpYqaGURCMFGLWy0MIVaCRKCWigBYykYLMRIIOGKw+UWc3dEzN3hfj+wsPPbGXanWh5mX7S8vKzW1lYZhqF4PK6BgQElEgk9Pj4ql8tJkjY2NmSaplZWVhQOh2Wapra3t5XJZHRzc1PzHIVCQS6XS52dnVbt/v5eXq9XU1NTCgaDMk1Ti4uLtnGBQEDlctn2OCAAAP8DAhEAfBHDw8PWvsvlUkdHhyKRiFXr6uqSJD08PEj68XGETCZjvZPU1tamcDgsScrn8zXPUSqV1NLSYvvww+TkpILBoPr6+jQ7O6tUKmWtQr3xeDyS9K4OAMC/RiACgC/C7Xbb2k1NTbbaW4ipVquSpOfnZ01PTyubzdq229vbd4+8vTEMQy8vLyqXy1atvb1dFxcXSqfT6u7uViKR0MjIiJ6enqw+xWJRkuT3+z9lrgAAfBYCEQA4VDQa1dXVlXp7e9Xf32/bvF5vzTGjo6OSpOvra1u9ublZExMTWl1dVS6X093dnY6Pj63jl5eX6unpkWEYDZsPAAAfQSACAIdaWFhQsVjUzMyMzs/Plc/ndXh4qLm5OVUqlZpj/H6/otGoTk9PrdrBwYHW1taUzWZVKBSUTCZVrVYVCoWsPicnJ4rFYg2fEwAA9SIQAYBDBQIBnZ2dqVKpKBaLKRKJaGlpST6fT9++/fr2MD8/r1QqZbV9Pp92d3c1Pj6uwcFBbW1tKZ1Oa2hoSJL0+vqq/f19xePxhs8JAIB68WNWAEBdSqWSQqGQdnZ2NDY29sf+m5ub2tvb09HR0V+4OgAA6sMKEQC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", 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", + "image/png": 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", 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", 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", 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", 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" ] diff --git a/tools/alara_output_processing/alara_output_plotting.py b/tools/alara_output_processing/alara_output_plotting.py index bf2a3532..f1a508ad 100644 --- a/tools/alara_output_processing/alara_output_plotting.py +++ b/tools/alara_output_processing/alara_output_plotting.py @@ -1,4 +1,5 @@ import matplotlib.pyplot as plt +from matplotlib import lines import alara_output_processing as aop from numpy import array @@ -8,7 +9,7 @@ def preprocess_data( variable, nuclides = None, time_unit='s', - sort_by_time='shutdown', + sort_by_time='', head=None ): ''' @@ -38,7 +39,7 @@ def preprocess_data( (Defaults to 's') sort_by_time (str, optional): Option to sort the ALARADFrame by the data in a particular time column. - (Defaults to 'shutdown') + (Defaults to '') head (int or None, optional): Option by which to truncate the ALARADFrame to a particular number of rows. (Defaults to None) @@ -65,17 +66,20 @@ def preprocess_data( columns='time', values='value' ) - times = aop.convert_times( + times = sorted(aop.convert_times( array(adf['time'].unique().tolist()), 's', time_unit - ) + )) - if head: + if sort_by_time: sort_by_time = aop.extract_time_vals([sort_by_time])[0] - piv = piv.sort_values(sort_by_time, ascending=False).head(head) + piv = piv.sort_values(sort_by_time, ascending=False) + + if head: + piv = piv.head(head) return times, filtered, piv -def build_color_map(list_of_pivs): +def build_color_map(list_of_pivs, cmap_name='Dark2'): ''' Given a list of pivot DataFrames (one per run), build a stable color map keyed by nuclide name. @@ -83,6 +87,10 @@ def build_color_map(list_of_pivs): Arguments: list_of_pivs (list of pandas.DataFrames): List of pivot tables indexed by nuclide with values for each cooling time. + cmap_name (str, optional): Option to set the Matplotlib Colormap for + the plots. Reference guide for Matplotlib Colormaps can be found + at matplotlib.org/stable/gallery/color/colormap_reference.html + (Defaults to "Dark2") Returns: color_map (dict): Preset color map for each nuclide in the pivot table @@ -91,13 +99,11 @@ def build_color_map(list_of_pivs): all_nucs = set() for piv in list_of_pivs: - for nuc in piv.index: - all_nucs.add(nuc) - - nucs_sorted = sorted(all_nucs) - cmap = plt.cm.get_cmap('Dark2') + all_nucs.update(piv.index) + + cmap = plt.cm.get_cmap(cmap_name) - return {lbl: cmap(i % cmap.N) for i, lbl in enumerate(nucs_sorted)} + return {lbl: cmap(i % cmap.N) for i, lbl in enumerate(sorted(all_nucs))} def split_label(label): ''' @@ -268,9 +274,9 @@ def plot_single_response( run_lbls = [run_lbls] data_list = [] - line_styles = ['-', ':'] + line_styles = list(lines.lineStyles.keys())[:len(run_lbls)] for run_lbl, linestyle in zip(run_lbls, line_styles): - times, filtered, piv =preprocess_data( + times, filtered, piv = preprocess_data( adf=adf, run_lbl=run_lbl, variable=variable, @@ -281,9 +287,8 @@ def plot_single_response( ) data_list.append((run_lbl, times, filtered, piv, linestyle)) - color_map = build_color_map([piv for (_, _, _, piv, _) in data_list]) + color_map = build_color_map([data[3] for data in data_list]) for run_lbl, times, filtered, piv, linestyle in data_list: - for nuc in piv.index: if nuc == 'total' and not total: continue @@ -291,7 +296,7 @@ def plot_single_response( label_suffix = f' ({run_lbl})' if data_comp else '' ax.plot( - sorted(times), + times, piv.loc[nuc].tolist(), label=(nuc + label_suffix), color=color_map[nuc], @@ -309,12 +314,10 @@ def plot_single_response( f'\n(ALARADFrame Head Sorted by Values at {sort_by_time})' ) - if data_comp: - title_prefix = ( - f'{run_lbls[0]}, {run_lbls[1]} Comparison: \n' - ) - else: - title_prefix = f'{run_lbls[0]}: ' + title_prefix = ( + f'{", ".join(run_lbls)} Comparison:\n' if data_comp + else f'{run_lbls[0]}: ' + ) ax.set_title(title_prefix + title_suffix) ax.set_ylabel( From fb8f5860d1152fe6a901cf7f3fcbcb0a5310ed99 Mon Sep 17 00:00:00 2001 From: Eitan Shai Weinstein Date: Mon, 1 Dec 2025 11:20:44 -0600 Subject: [PATCH 11/11] Fixing time conversion implementation --- .../ALARAJOYWrapper/alarajoy_QA_notebook.ipynb | 18 +++++++++--------- .../alara_output_plotting.py | 18 +++++++++++++----- 2 files changed, 22 insertions(+), 14 deletions(-) diff --git a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb index 113bbaf4..d3c9049e 100644 --- a/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb +++ b/tools/ALARAJOYWrapper/alarajoy_QA_notebook.ipynb @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 78, "id": "57313772", "metadata": {}, "outputs": [], @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 79, "id": "4eae0d85", "metadata": {}, "outputs": [ @@ -56,7 +56,7 @@ "{'fendl2': 'fe_fendl2.out', 'fendl3': 'fe_fendl3.out'}" ] }, - "execution_count": 13, + "execution_count": 79, "metadata": {}, "output_type": "execute_result" } @@ -103,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 80, "id": "7bd99054", "metadata": {}, "outputs": [ @@ -307,7 +307,7 @@ "[2478 rows x 9 columns]" ] }, - "execution_count": 14, + "execution_count": 80, "metadata": {}, "output_type": "execute_result" } @@ -330,7 +330,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 87, "id": "1e025489", "metadata": {}, "outputs": [ @@ -370,7 +370,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 88, "id": "1c36abaa", "metadata": {}, "outputs": [ @@ -398,7 +398,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 89, "id": "7396985f", "metadata": {}, "outputs": [ @@ -445,7 +445,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 91, "id": "70ef1c57", "metadata": {}, "outputs": [ diff --git a/tools/alara_output_processing/alara_output_plotting.py b/tools/alara_output_processing/alara_output_plotting.py index f1a508ad..59073c37 100644 --- a/tools/alara_output_processing/alara_output_plotting.py +++ b/tools/alara_output_processing/alara_output_plotting.py @@ -58,17 +58,25 @@ def preprocess_data( } if nuclides: filter_dict['nuclide'] = nuclides - - filtered = adf.filter_rows(filter_dict) + filtered = adf.filter_rows(filter_dict) + + preset_time_unit = filtered['time_unit'].unique()[0] + if time_unit != preset_time_unit: + filtered['time'] = filtered['time'].transform( + lambda v: aop.convert_times( + array([v]), from_unit=preset_time_unit, to_unit=time_unit + )[0] + ) + filtered['time_unit'] = [time_unit] * len(filtered) + + times = sorted(filtered['time'].unique().tolist()) + piv = filtered.pivot( index='nuclide', columns='time', values='value' ) - times = sorted(aop.convert_times( - array(adf['time'].unique().tolist()), 's', time_unit - )) if sort_by_time: sort_by_time = aop.extract_time_vals([sort_by_time])[0]