diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 9bc4d2d8c..e0f0677f8 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -22,6 +22,7 @@ top of things. * Make commits of logical units * Make sure your commit messages are informative * Make sure you have added the necessary tests for your changes +* Add examples: take a look at the corresponding [README.md](./examples/README.md) ## Submitting Changes diff --git a/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst b/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst index da7d8305f..166001bee 100644 --- a/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst +++ b/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst @@ -8,14 +8,14 @@ Initial imports from scm.plams.recipes.adfcosmorsconformers import ADFCOSMORSConfJob, ADFCOSMORSConfFilter from scm.plams import Molecule, from_smiles, Settings, init, config, JobRunner - from scm.conformers import ConformersJob + from scm.plams import ConformersJob # this line is not required in AMS2025+ init(); :: - PLAMS working folder: /path/plams/examples/COSMORSConformers/plams_workdir + PLAMS working folder: /path/plams/examples/COSMORSConformers/plams_workdir.002 .. code:: ipython3 @@ -80,21 +80,21 @@ Finally, we give this information to the ``ADFCOSMORSConfJob`` class. We also sp :: - [19.03|15:33:37] JOB plamsjob STARTED - [19.03|15:33:37] Waiting for job plamsjob to finish - [19.03|15:33:37] JOB plamsjob/conformers_uff STARTED - [19.03|15:33:37] JOB plamsjob/additional_1 STARTED - [19.03|15:33:37] JOB plamsjob/adf_conformers STARTED - [19.03|15:33:37] JOB plamsjob/adf_filter STARTED - [19.03|15:33:37] Waiting for job conformers_uff to finish - [19.03|15:33:37] Waiting for job adf_filter to finish - [19.03|15:33:37] Waiting for job additional_1 to finish - [19.03|15:33:37] Waiting for job adf_conformers to finish - [19.03|15:33:44] JOB plamsjob/conformers_uff SUCCESSFUL - [19.03|15:33:45] JOB plamsjob/additional_1 SUCCESSFUL - [19.03|15:43:18] JOB plamsjob/adf_conformers SUCCESSFUL - [19.03|15:43:19] JOB plamsjob/adf_filter SUCCESSFUL - [19.03|15:43:19] JOB plamsjob/replay STARTED + [12.09|16:17:48] JOB plamsjob STARTED + [12.09|16:17:48] Waiting for job plamsjob to finish + [12.09|16:17:48] JOB plamsjob/conformers_uff STARTED + [12.09|16:17:48] JOB plamsjob/additional_1 STARTED + [12.09|16:17:48] JOB plamsjob/adf_conformers STARTED + [12.09|16:17:48] JOB plamsjob/adf_filter STARTED + [12.09|16:17:48] Waiting for job adf_filter to finish + [12.09|16:17:48] Waiting for job conformers_uff to finish + [12.09|16:17:48] Waiting for job additional_1 to finish + [12.09|16:17:48] Waiting for job adf_conformers to finish + [12.09|16:17:52] JOB plamsjob/conformers_uff SUCCESSFUL + [12.09|16:17:54] JOB plamsjob/additional_1 SUCCESSFUL + [12.09|16:24:45] JOB plamsjob/adf_conformers SUCCESSFUL + [12.09|16:24:45] JOB plamsjob/adf_filter SUCCESSFUL + [12.09|16:24:45] JOB plamsjob/replay STARTED ... (PLAMS log lines truncated) ... .. code:: ipython3 diff --git a/doc/source/examples/ConformersGeneration/conformers.ipynb.rst b/doc/source/examples/ConformersGeneration/conformers.ipynb.rst index dd92ff95d..d99279ff1 100644 --- a/doc/source/examples/ConformersGeneration/conformers.ipynb.rst +++ b/doc/source/examples/ConformersGeneration/conformers.ipynb.rst @@ -12,7 +12,7 @@ Initial imports import matplotlib.pyplot as plt import numpy as np - from scm.conformers import ConformersJob + from scm.plams import ConformersJob from scm.plams import * try: @@ -33,7 +33,7 @@ Initial imports :: - PLAMS working folder: /path/plams/examples/ConformersGeneration/plams_workdir + PLAMS working folder: /path/plams/examples/ConformersGeneration/plams_workdir.002 Initial structure ~~~~~~~~~~~~~~~~~ @@ -96,10 +96,10 @@ Run conformer generation :: - [12.01|12:38:41] JOB generate STARTED - [12.01|12:38:41] JOB generate RUNNING - [12.01|12:40:18] JOB generate FINISHED - [12.01|12:40:18] JOB generate SUCCESSFUL + [12.09|16:10:47] JOB generate STARTED + [12.09|16:10:47] JOB generate RUNNING + [12.09|16:10:51] JOB generate FINISHED + [12.09|16:10:51] JOB generate SUCCESSFUL Conformer generation results ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -128,39 +128,6 @@ Some helper functions def get_conformers(job: ConformersJob): return job.results.get_conformers() - - def plot_conformers(job: ConformersJob, indices=None, temperature=298, unit="kcal/mol", lowest=True): - molecules = get_conformers(job) - energies = get_energies(job, unit) - populations = get_populations(job, temperature) - - if isinstance(indices, int): - N_plot = min(indices, len(energies)) - if lowest: - indices = list(range(N_plot)) - else: - indices = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32) - if indices is None: - indices = list(range(min(3, len(energies)))) - - fig, axes = plt.subplots(1, len(indices), figsize=(12, 4)) - if len(indices) == 1: - axes = [axes] - - for ax, i in zip(axes, indices): - mol = molecules[i] - E = energies[i] - population = populations[i] - - if _has_view: - img = view(mol, width=300, height=300) - ax.imshow(img) - ax.axis("off") - ax.set_title(f"#{i+1}\nΔE = {E:.2f} kcal/mol\nPop.: {population:.3f} (T = {temperature} K)") - else: - view(mol, ax=ax) - ax.set_title(f"#{i+1}\nΔE = {E:.2f} kcal/mol\nPop.: {population:.3f} (T = {temperature} K)") - .. code:: ipython3 try: @@ -222,26 +189,27 @@ You can also see the **relative populations** of these conformers at the specifi ============ ============= ================ Conformer Id ΔE [kcal/mol] Pop. (T = 298 K) ============ ============= ================ -1 0.00 0.703 -2 1.00 0.129 -3 1.01 0.128 -4 1.85 0.031 -5 2.89 0.005 -6 3.14 0.003 -7 5.02 0.000 -8 5.30 0.000 -9 5.67 0.000 -10 7.62 0.000 -11 15.59 0.000 -12 16.98 0.000 -13 17.27 0.000 -14 19.96 0.000 -15 21.08 0.000 +1 0.00 0.503 +2 0.30 0.302 +3 0.67 0.162 +4 2.11 0.014 +5 2.12 0.014 +6 2.89 0.004 +7 3.84 0.001 +8 6.71 0.000 +9 13.42 0.000 +10 14.07 0.000 +11 15.25 0.000 +12 15.79 0.000 +13 15.83 0.000 +14 17.77 0.000 +15 18.79 0.000 +16 23.98 0.000 ============ ============= ================ .. code:: ipython3 - plot_conformers(generate_job, 4, temperature=temperature, unit=unit, lowest=True) + generate_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True); .. figure:: conformers_files/conformers_18_0.png @@ -267,7 +235,7 @@ Below, the most stable conformers (within 8 kcal/mol of the most stable conforme :: - InputConformersSet /path/plams/examples/ConformersGeneration/plams_workdir/generate/conformers.rkf + InputConformersSet /path/plams/examples/ConformersGeneration/plams_workdir.002/generate/conformers.rkf InputMaxEnergy 8.0 @@ -283,10 +251,10 @@ Below, the most stable conformers (within 8 kcal/mol of the most stable conforme :: - [12.01|12:40:23] JOB reoptimize STARTED - [12.01|12:40:23] JOB reoptimize RUNNING - [12.01|12:40:28] JOB reoptimize FINISHED - [12.01|12:40:28] JOB reoptimize SUCCESSFUL + [12.09|16:11:00] JOB reoptimize STARTED + [12.09|16:11:00] JOB reoptimize RUNNING + [12.09|16:11:02] JOB reoptimize FINISHED + [12.09|16:11:02] JOB reoptimize SUCCESSFUL .. code:: ipython3 @@ -295,21 +263,18 @@ Below, the most stable conformers (within 8 kcal/mol of the most stable conforme ============ ============= ================ Conformer Id ΔE [kcal/mol] Pop. (T = 298 K) ============ ============= ================ -1 0.00 0.253 -2 0.04 0.237 -3 0.29 0.154 -4 0.51 0.106 -5 0.60 0.091 -6 0.94 0.052 -7 0.96 0.050 -8 1.05 0.043 -9 1.97 0.009 -10 2.37 0.005 +1 0.00 0.540 +2 0.64 0.184 +3 0.84 0.131 +4 1.09 0.086 +5 1.82 0.025 +6 1.90 0.022 +7 2.25 0.012 ============ ============= ================ .. code:: ipython3 - plot_conformers(reoptimize_job, 4, temperature=temperature, unit=unit, lowest=True) + reoptimize_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True); .. figure:: conformers_files/conformers_23_0.png @@ -335,10 +300,10 @@ The **Score** task runs **SinglePoint** jobs on the conformers in a set. This le :: - [12.01|12:40:33] JOB score STARTED - [12.01|12:40:33] JOB score RUNNING - [12.01|12:40:37] JOB score FINISHED - [12.01|12:40:37] JOB score SUCCESSFUL + [12.09|16:11:09] JOB score STARTED + [12.09|16:11:09] JOB score RUNNING + [12.09|16:11:10] JOB score FINISHED + [12.09|16:11:10] JOB score SUCCESSFUL .. code:: ipython3 @@ -347,21 +312,18 @@ The **Score** task runs **SinglePoint** jobs on the conformers in a set. This le ============ ============= ================ Conformer Id ΔE [kcal/mol] Pop. (T = 298 K) ============ ============= ================ -1 0.00 0.386 -2 0.28 0.241 -3 0.68 0.123 -4 0.88 0.087 -5 1.00 0.071 -6 1.35 0.039 -7 1.49 0.031 -8 1.84 0.017 -9 3.02 0.002 -10 3.36 0.001 +1 0.00 0.654 +2 0.89 0.146 +3 0.93 0.136 +4 1.70 0.037 +5 2.12 0.018 +6 2.60 0.008 +7 4.01 0.001 ============ ============= ================ .. code:: ipython3 - plot_conformers(score_job, 4, temperature=temperature, unit=unit, lowest=True) + score_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True); .. figure:: conformers_files/conformers_27_0.png @@ -388,10 +350,10 @@ Below, we filter the conformers set to only the conformers within 1 kcal/mol of :: - [12.01|12:40:41] JOB filter STARTED - [12.01|12:40:41] JOB filter RUNNING - [12.01|12:40:42] JOB filter FINISHED - [12.01|12:40:42] JOB filter SUCCESSFUL + [12.09|16:11:15] JOB filter STARTED + [12.09|16:11:15] JOB filter RUNNING + [12.09|16:11:15] JOB filter FINISHED + [12.09|16:11:15] JOB filter SUCCESSFUL .. code:: ipython3 @@ -400,16 +362,14 @@ Below, we filter the conformers set to only the conformers within 1 kcal/mol of ============ ============= ================ Conformer Id ΔE [kcal/mol] Pop. (T = 298 K) ============ ============= ================ -1 0.00 0.425 -2 0.28 0.265 -3 0.68 0.136 -4 0.88 0.096 -5 1.00 0.079 +1 0.00 0.699 +2 0.89 0.156 +3 0.93 0.145 ============ ============= ================ .. code:: ipython3 - plot_conformers(filter_job, 4, temperature=temperature, unit=unit, lowest=True) + filter_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True); .. figure:: conformers_files/conformers_32_0.png diff --git a/doc/source/examples/ConformersGeneration/conformers_files/conformers_18_0.png b/doc/source/examples/ConformersGeneration/conformers_files/conformers_18_0.png index 25a64479c..d10c84125 100644 Binary files a/doc/source/examples/ConformersGeneration/conformers_files/conformers_18_0.png and b/doc/source/examples/ConformersGeneration/conformers_files/conformers_18_0.png differ diff --git a/doc/source/examples/ConformersGeneration/conformers_files/conformers_23_0.png b/doc/source/examples/ConformersGeneration/conformers_files/conformers_23_0.png index a0e3ab96c..0960959ce 100644 Binary files a/doc/source/examples/ConformersGeneration/conformers_files/conformers_23_0.png and b/doc/source/examples/ConformersGeneration/conformers_files/conformers_23_0.png differ diff --git a/doc/source/examples/ConformersGeneration/conformers_files/conformers_27_0.png b/doc/source/examples/ConformersGeneration/conformers_files/conformers_27_0.png index dee178624..2e12d3372 100644 Binary files a/doc/source/examples/ConformersGeneration/conformers_files/conformers_27_0.png and b/doc/source/examples/ConformersGeneration/conformers_files/conformers_27_0.png differ diff --git a/doc/source/examples/ConformersGeneration/conformers_files/conformers_32_0.png b/doc/source/examples/ConformersGeneration/conformers_files/conformers_32_0.png index 456c73337..7a45ec918 100644 Binary files a/doc/source/examples/ConformersGeneration/conformers_files/conformers_32_0.png and b/doc/source/examples/ConformersGeneration/conformers_files/conformers_32_0.png differ diff --git a/doc/source/examples/ConformersGeneration/conformers_files/conformers_3_0.png b/doc/source/examples/ConformersGeneration/conformers_files/conformers_3_0.png index caaea0af3..bcb5ab7b6 100644 Binary files a/doc/source/examples/ConformersGeneration/conformers_files/conformers_3_0.png and b/doc/source/examples/ConformersGeneration/conformers_files/conformers_3_0.png differ diff --git a/doc/source/examples/ConformersMultipleMolecules/conformers.ipynb.rst b/doc/source/examples/ConformersMultipleMolecules/conformers.ipynb.rst index 7399bc6c8..3ac0cafdb 100644 --- a/doc/source/examples/ConformersMultipleMolecules/conformers.ipynb.rst +++ b/doc/source/examples/ConformersMultipleMolecules/conformers.ipynb.rst @@ -10,7 +10,7 @@ Initial imports import scm.plams as plams import sys - from scm.conformers import ConformersJob + from scm.plams import ConformersJob import numpy as np import matplotlib.pyplot as plt import os @@ -33,7 +33,7 @@ Initial imports :: - PLAMS working folder: /path/plams/examples/ConformersMultipleMolecules/plams_workdir + PLAMS working folder: /path/plams/examples/ConformersMultipleMolecules/plams_workdir.003 Single alanine molecule ~~~~~~~~~~~~~~~~~~~~~~~ @@ -84,8 +84,8 @@ To determine the radius of the ``SphericalWall`` we measure the size of the init :: - Largest distance between atoms: 8.361 ang. - Radius: 5.560 ang. + Largest distance between atoms: 9.909 ang. + Radius: 6.589 ang. Now we can set up the Crest conformer generation job, with the appropriate spherical wall constraining the molecules close together. @@ -113,16 +113,16 @@ Now we can run the conformer generation job. :: - [12.01|12:36:00] JOB conformers STARTED - [12.01|12:36:00] JOB conformers RUNNING - [12.01|12:41:35] JOB conformers FINISHED - [12.01|12:41:35] JOB conformers SUCCESSFUL + [12.09|16:12:17] JOB conformers STARTED + [12.09|16:12:17] JOB conformers RUNNING + [12.09|16:16:13] JOB conformers FINISHED + [12.09|16:16:14] JOB conformers SUCCESSFUL - + .. code:: ipython3 @@ -131,7 +131,7 @@ Now we can run the conformer generation job. :: - Conformers stored in /path/plams/examples/ConformersMultipleMolecules/plams_workdir/conformers/conformers.rkf + Conformers stored in /path/plams/examples/ConformersMultipleMolecules/plams_workdir.003/conformers/conformers.rkf This job will run for approximately 15 minutes. @@ -142,10 +142,7 @@ Here we plot the three lowest-energy conformers. .. code:: ipython3 - def plot_conformers(job: ConformersJob, indices=None, temperature=298, unit="kcal/mol", lowest=True): - molecules = job.results.get_conformers() - energies = job.results.get_relative_energies(unit) - populations = job.results.get_boltzmann_distribution(temperature) + job.results.plot_conformers(); if isinstance(indices, int): N_plot = min(indices, len(energies)) @@ -227,28 +224,28 @@ Finally in AMS2025+, you can also inspect the conformer data using the JobAnalys except ImportError: pass -============ ====== ===== -Conformer Id E P -============ ====== ===== -1 0.00 0.175 -2 0.01 0.173 -3 0.31 0.104 -4 0.33 0.100 -5 0.59 0.065 -6 0.87 0.040 -7 0.89 0.039 -8 1.10 0.028 -9 1.14 0.026 -10 1.36 0.018 -… … … -1062 256.89 0.000 -1063 306.67 0.000 -1064 326.40 0.000 -1065 369.67 0.000 -1066 371.07 0.000 -1067 415.00 0.000 -1068 415.08 0.000 -1069 470.42 0.000 -1070 502.31 0.000 -1071 666.28 0.000 -============ ====== ===== +============ ======= ===== +Conformer Id E P +============ ======= ===== +1 0.00 0.077 +2 0.01 0.076 +3 0.01 0.076 +4 0.07 0.069 +5 0.10 0.065 +6 0.15 0.059 +7 0.21 0.054 +8 0.23 0.052 +9 0.31 0.046 +10 0.32 0.045 +… … … +940 931.03 0.000 +941 954.43 0.000 +942 998.90 0.000 +943 1195.50 0.000 +944 1226.73 0.000 +945 1256.35 0.000 +946 1273.11 0.000 +947 1285.97 0.000 +948 1307.95 0.000 +949 1311.18 0.000 +============ ======= ===== diff --git a/doc/source/examples/ConformersMultipleMolecules/conformers_files/conformers_10_0.png b/doc/source/examples/ConformersMultipleMolecules/conformers_files/conformers_10_0.png index 7919e3597..baf1fa654 100644 Binary files a/doc/source/examples/ConformersMultipleMolecules/conformers_files/conformers_10_0.png and b/doc/source/examples/ConformersMultipleMolecules/conformers_files/conformers_10_0.png differ diff --git a/doc/source/examples/ConformersMultipleMolecules/conformers_files/conformers_4_0.png b/doc/source/examples/ConformersMultipleMolecules/conformers_files/conformers_4_0.png index d60c8a6f2..a80bc300a 100644 Binary files a/doc/source/examples/ConformersMultipleMolecules/conformers_files/conformers_4_0.png and b/doc/source/examples/ConformersMultipleMolecules/conformers_files/conformers_4_0.png differ diff --git a/examples/COSMORSConformers/cosmors_conformers.ipynb b/examples/COSMORSConformers/cosmors_conformers.ipynb index af1f3f093..0ed48c431 100644 --- a/examples/COSMORSConformers/cosmors_conformers.ipynb +++ b/examples/COSMORSConformers/cosmors_conformers.ipynb @@ -18,14 +18,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "PLAMS working folder: /path/plams/examples/COSMORSConformers/plams_workdir\n" + "PLAMS working folder: /path/plams/examples/COSMORSConformers/plams_workdir.002\n" ] } ], "source": [ "from scm.plams.recipes.adfcosmorsconformers import ADFCOSMORSConfJob, ADFCOSMORSConfFilter\n", "from scm.plams import Molecule, from_smiles, Settings, init, config, JobRunner\n", - "from scm.conformers import ConformersJob\n", + "from scm.plams import ConformersJob\n", "\n", "# this line is not required in AMS2025+\n", "init();" @@ -158,23 +158,23 @@ "name": "stdout", "output_type": "stream", "text": [ - "[19.03|15:33:37] JOB plamsjob STARTED\n", - "[19.03|15:33:37] Waiting for job plamsjob to finish\n", - "[19.03|15:33:37] JOB plamsjob/conformers_uff STARTED\n", - "[19.03|15:33:37] JOB plamsjob/additional_1 STARTED\n", - "[19.03|15:33:37] JOB plamsjob/adf_conformers STARTED\n", - "[19.03|15:33:37] JOB plamsjob/adf_filter STARTED\n", - "[19.03|15:33:37] Waiting for job conformers_uff to finish\n", - "[19.03|15:33:37] Waiting for job adf_filter to finish\n", - "[19.03|15:33:37] Waiting for job additional_1 to finish\n", - "[19.03|15:33:37] Waiting for job adf_conformers to finish\n", - "[19.03|15:33:44] JOB plamsjob/conformers_uff SUCCESSFUL\n", - "[19.03|15:33:45] JOB plamsjob/additional_1 SUCCESSFUL\n", - "[19.03|15:43:18] JOB plamsjob/adf_conformers SUCCESSFUL\n", - "[19.03|15:43:19] JOB plamsjob/adf_filter SUCCESSFUL\n", - "[19.03|15:43:19] JOB plamsjob/replay STARTED\n", - "[19.03|15:44:08] JOB plamsjob/replay SUCCESSFUL\n", - "[19.03|15:44:10] JOB plamsjob SUCCESSFUL\n" + "[12.09|16:17:48] JOB plamsjob STARTED\n", + "[12.09|16:17:48] Waiting for job plamsjob to finish\n", + "[12.09|16:17:48] JOB plamsjob/conformers_uff STARTED\n", + "[12.09|16:17:48] JOB plamsjob/additional_1 STARTED\n", + "[12.09|16:17:48] JOB plamsjob/adf_conformers STARTED\n", + "[12.09|16:17:48] JOB plamsjob/adf_filter STARTED\n", + "[12.09|16:17:48] Waiting for job adf_filter to finish\n", + "[12.09|16:17:48] Waiting for job conformers_uff to finish\n", + "[12.09|16:17:48] Waiting for job additional_1 to finish\n", + "[12.09|16:17:48] Waiting for job adf_conformers to finish\n", + "[12.09|16:17:52] JOB plamsjob/conformers_uff SUCCESSFUL\n", + "[12.09|16:17:54] JOB plamsjob/additional_1 SUCCESSFUL\n", + "[12.09|16:24:45] JOB plamsjob/adf_conformers SUCCESSFUL\n", + "[12.09|16:24:45] JOB plamsjob/adf_filter SUCCESSFUL\n", + "[12.09|16:24:45] JOB plamsjob/replay STARTED\n", + "[12.09|16:25:19] JOB plamsjob/replay SUCCESSFUL\n", + "[12.09|16:25:20] JOB plamsjob SUCCESSFUL\n" ] } ], @@ -194,7 +194,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "id": "fa86e6a5-4098-4d31-96a4-5a338d62ccfc", "metadata": {}, "outputs": [], @@ -204,7 +204,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 9, "id": "96fae9f9-5465-494c-accf-23bcb3783843", "metadata": {}, "outputs": [], @@ -229,7 +229,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.16" + "version": "3.9.23" } }, "nbformat": 4, diff --git a/examples/COSMORSConformers/cosmors_conformers.py b/examples/COSMORSConformers/cosmors_conformers.py index b549cba03..3afeeb397 100644 --- a/examples/COSMORSConformers/cosmors_conformers.py +++ b/examples/COSMORSConformers/cosmors_conformers.py @@ -5,7 +5,7 @@ from scm.plams.recipes.adfcosmorsconformers import ADFCOSMORSConfJob, ADFCOSMORSConfFilter from scm.plams import Molecule, from_smiles, Settings, init, config, JobRunner -from scm.conformers import ConformersJob +from scm.plams import ConformersJob # this line is not required in AMS2025+ init() diff --git a/examples/ConformersGeneration/ConformersGeneration.py b/examples/ConformersGeneration/ConformersGeneration.py deleted file mode 100644 index c719d69cb..000000000 --- a/examples/ConformersGeneration/ConformersGeneration.py +++ /dev/null @@ -1,55 +0,0 @@ -#!/usr/bin/env amspython -from scm.plams import * -from scm.conformers import ConformersJob, ConformersResults - -# This example shows how to use the AMS's Conformers tool via PLAMS - - -def print_results(results: ConformersResults): - for i, (energy, mol) in enumerate(zip(results.get_energies("kcal/mol"), results.get_conformers())): - print(f"Energy conformer {i} = {energy} [kcal/mol]") - print(mol) - - -ethanol = from_smiles("OCC") - -# Simple example: generate conformers for ethanol using default settings -# - default Task: Generate -# - default Generator Method: RDKit -# - default Engine: ForceField (with UFF) - -job = ConformersJob(name="conformers_generation", molecule=ethanol) -job.run() - -print("Conformers generated using RDKit and UFF:") -print_results(job.results) - -# Re-optimize the conformers generated in the previous steps using the GFN1-xTB engine: - -sett = Settings() - -# In the 'ams' part of the settings input you can specify -# the input options for the Conformers tool, which are -# described in the Conformers tool user manual. - -sett.input.ams.Task = "Optimize" -sett.input.ams.InputConformersSet = job.results - -# You can specify the engine to be used (and the engine options) like you would -# for an AMSJob. See the AMSJob documentation for more details. - -sett.input.DFTB.Model = "GFN1-xTB" - -# Note: here we do not specify the input molecule because we are passing the results -# of a previous ConformersJob (ConformersResults) via the "InputConformersSet" input. - -reoptimize_job = ConformersJob(name="optimize_conformers", settings=sett) -reoptimize_job.run() - -print("Conformers re-optimized using the more accurate GFN1-xTB method:") -print_results(reoptimize_job.results) - -temperature = 273 -print(f"Boltzmann distribution at {temperature} Kelvin") -for i, p in enumerate(reoptimize_job.results.get_boltzmann_distribution(temperature)): - print(f"Conformer {i} probability: {p}") diff --git a/examples/ConformersGeneration/conformers.ipynb b/examples/ConformersGeneration/conformers.ipynb index 8a337ea41..b6b061b35 100644 --- a/examples/ConformersGeneration/conformers.ipynb +++ b/examples/ConformersGeneration/conformers.ipynb @@ -18,7 +18,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "PLAMS working folder: /path/plams/examples/ConformersGeneration/plams_workdir\n" + "PLAMS working folder: /path/plams/examples/ConformersGeneration/plams_workdir.002\n" ] } ], @@ -29,7 +29,7 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "from scm.conformers import ConformersJob\n", + "from scm.plams import ConformersJob\n", "from scm.plams import *\n", "\n", "try:\n", @@ -65,7 +65,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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"text/plain": [ "" ] @@ -171,10 +171,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[12.01|12:38:41] JOB generate STARTED\n", - "[12.01|12:38:41] JOB generate RUNNING\n", - "[12.01|12:40:18] JOB generate FINISHED\n", - "[12.01|12:40:18] JOB generate SUCCESSFUL\n" + "[12.09|16:10:47] JOB generate STARTED\n", + "[12.09|16:10:47] JOB generate RUNNING\n", + "[12.09|16:10:51] JOB generate FINISHED\n", + "[12.09|16:10:51] JOB generate SUCCESSFUL\n" ] } ], @@ -223,40 +223,7 @@ "\n", "\n", "def get_conformers(job: ConformersJob):\n", - " return job.results.get_conformers()\n", - "\n", - "\n", - "def plot_conformers(job: ConformersJob, indices=None, temperature=298, unit=\"kcal/mol\", lowest=True):\n", - " molecules = get_conformers(job)\n", - " energies = get_energies(job, unit)\n", - " populations = get_populations(job, temperature)\n", - "\n", - " if isinstance(indices, int):\n", - " N_plot = min(indices, len(energies))\n", - " if lowest:\n", - " indices = list(range(N_plot))\n", - " else:\n", - " indices = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32)\n", - " if indices is None:\n", - " indices = list(range(min(3, len(energies))))\n", - "\n", - " fig, axes = plt.subplots(1, len(indices), figsize=(12, 4))\n", - " if len(indices) == 1:\n", - " axes = [axes]\n", - "\n", - " for ax, i in zip(axes, indices):\n", - " mol = molecules[i]\n", - " E = energies[i]\n", - " population = populations[i]\n", - "\n", - " if _has_view:\n", - " img = view(mol, width=300, height=300)\n", - " ax.imshow(img)\n", - " ax.axis(\"off\")\n", - " ax.set_title(f\"#{i+1}\\nΔE = {E:.2f} kcal/mol\\nPop.: {population:.3f} (T = {temperature} K)\")\n", - " else:\n", - " view(mol, ax=ax)\n", - " ax.set_title(f\"#{i+1}\\nΔE = {E:.2f} kcal/mol\\nPop.: {population:.3f} (T = {temperature} K)\")" + " return job.results.get_conformers()" ] }, { @@ -341,21 +308,22 @@ "text/markdown": [ "| Conformer Id | ΔE [kcal/mol] | Pop. (T = 298 K) |\n", "|--------------|---------------|------------------|\n", - "| 1 | 0.00 | 0.703 |\n", - "| 2 | 1.00 | 0.129 |\n", - "| 3 | 1.01 | 0.128 |\n", - "| 4 | 1.85 | 0.031 |\n", - "| 5 | 2.89 | 0.005 |\n", - "| 6 | 3.14 | 0.003 |\n", - "| 7 | 5.02 | 0.000 |\n", - "| 8 | 5.30 | 0.000 |\n", - "| 9 | 5.67 | 0.000 |\n", - "| 10 | 7.62 | 0.000 |\n", - "| 11 | 15.59 | 0.000 |\n", - "| 12 | 16.98 | 0.000 |\n", - "| 13 | 17.27 | 0.000 |\n", - "| 14 | 19.96 | 0.000 |\n", - "| 15 | 21.08 | 0.000 |" + "| 1 | 0.00 | 0.503 |\n", + "| 2 | 0.30 | 0.302 |\n", + "| 3 | 0.67 | 0.162 |\n", + "| 4 | 2.11 | 0.014 |\n", + "| 5 | 2.12 | 0.014 |\n", + "| 6 | 2.89 | 0.004 |\n", + "| 7 | 3.84 | 0.001 |\n", + "| 8 | 6.71 | 0.000 |\n", + "| 9 | 13.42 | 0.000 |\n", + "| 10 | 14.07 | 0.000 |\n", + "| 11 | 15.25 | 0.000 |\n", + "| 12 | 15.79 | 0.000 |\n", + "| 13 | 15.83 | 0.000 |\n", + "| 14 | 17.77 | 0.000 |\n", + "| 15 | 18.79 | 0.000 |\n", + "| 16 | 23.98 | 0.000 |" ], "text/plain": [ "" @@ -371,13 +339,13 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "17cd8978-929b-4105-aad5-ce395b8808f9", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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2bBhb+bBhw3DlyhU8f/4c3bp141iP+SzykCFDahXvqFGjICIigtjYWI5z+9OnTwCAli1b8txGUVER1q9fj8DAQCQlJbE9E1zTEO8nT54gPT2da8P258Y0s5Gro6PDtTwrKwtA1TO/ANCiRQu2emJiYtDX12ctp6i/BYPBYJuwriE0bdoUtra2CAoKarB98vI7XfP/dj22/1rOvOzsbIwfPx6qqqqQlpZG9+7dq73LevHiRVhaWkJCQgK6urpYvnw5ysvLBXUoDYbmzKP+RY8fP0a7du1YvS1RUVEc33M+Pj748OEDNm7ciLFjx2LdunUIDQ1FWlpag/5oUv+2W7duISUlhaOh5urqCklJSYFOIlVaWorU1FS+Xtx6in+koaGB1NRUjgmfmCMeNDU1ea7PXK6mpsZW3qRJEwD/b7z9qKioCOfOnYOdnR3HejUZMGAAsrOzec7AXJOpU6di7dq1GDx4ME6ePIlr167h+vXrUFZWRmVlJc91w8PD0bRpU5iamnIsq2726OrKf37Pqd/Pn3R9/fbtW8ybNw8WFhaQlZWFhoYGnJ2dER0dzdf6+fn5WL58ORwdHaGkpAQGg1FtI/Dx48fw9vaGlZUVREVF//jZwa2srNgm0PvX/HY9tv9SzrzKyko4Ozvj5cuXmDt3LlRUVODr6wtbW1s8ffoUhoaGrLqXL19Gv379YGtri127duG///7DmjVr8O3bN/j5+dX3YQoUzZlH/SuysrJYF+OPHj2Co6MjMjIykJaWhsTERBgaGiIjIwMSEhKQkZHh2hvUrVs3KCkpITY2tqHDp/5RwcHBEBUVRf/+/dnKZWRk4OTkhHPnzmHv3r019oDyIzIyssbhykzx8fEcw/d/ZGFhgQMHDiA2Npatsfbo0SPWcl6srKzw/v17JCUlQV9fn1WenJwMAFBVVeVY5+LFi8jLy6vTpFFTp05F8+bNsWzZMsjLy2PBggWsZcz9x8TE8NzG6dOn4eHhga1bt7LKiouL+ZqBOCwsDE5OTrWOmxfmcOq4uDi297C0tBTx8fEC652nau9Pur4+cOAADh48iIEDB8Lb2xs5OTnw9/dHhw4dcOXKlRo/RxkZGVi1ahV0dXXRunVr3Llzp9q64eHhOHDgAMzNzaGvr493794J+GgaTkpKCp4/f86a2f2f1MjP+LL59OkTAUBWrVpFREVFyYoVK7jWA0AmT57cwNFxSkxMJKKiomyxVFZWkq5duxJtbW1SXl7Oc/2QkBACgJw6dYpV9u3bN6KgoECGDRvGVtfU1JRj0obFixcTBoNBYmNjee7nx4kqGkp1E1UQQkjXrl2Jh4dHg8XCRCeqoBqanp4eX5Pi8Dof8vLyiJiYGBk/fnzDBU79swoLC4msrCxxcnLiupz5u3XixAlW2a/8JmdmZpLr16/z9SoqKuK5rYSEhGp/k7W0tNh+k5OTk0lsbCwpLS1llZ07d44AIIsWLWKVVVRUkC5duhAlJSXWBEk/cnV1JVJSUiQvL4/vY/75N3nOnDkEAPH19WWrx8/kUUpKSsTT05Nt+aZNmzi+V37+TU5NTSUMBoOEhYWxrcucPGrz5s1s5cz1f7xe4XYszMmjHB0d2eL09fWlk0c1oj/t+jo6OprjnMrIyCCqqqqkc+fONa5fXFxMUlJSCCGEPHnyhAAggYGBXOumpqayJmGbPHkyqW3TqDHeMz09Pa7XDQcPHiSSkpJcJ5WrT7yu+RvabzUU+V/LmXf69GmoqalhwIABrDJVVVUMHjwYFy5cYD0r9ObNG7x58wbjx49nm7TB29sbhBCcPn261rHTnHkUVf+Cg4Nx/fp1LF26FCIiIrh8+TKuX7+O3r17o23btqxJcebNm1ftNrZv347S0tJaP79HUXXB7IEEgA0bNnC8mD2IP/8+v3v3DkePHuV4Xb9+nef+mM/Y8vNiTgJVHW1tbcyYMQN79uzBhAkTcODAAfTp0wf379/Hpk2b2IbRLly4ECYmJqxJj4CqCbB69uyJ9evXY8KECfD19YWjoyMePHiA9evXc0xMlZmZicuXL8PV1RUyMjI1v7nV2Lx5M8aNG4fJkyfj6NGjrPKdO3eCEAJLS0ssWrQI+/fvx+LFi9GmTRtWHRcXFxw5cgQzZszAvn37MHr0aOzcuRPKyso89xkeHg4JCQm+e8v5paqqioULF+LKlStwdHTEnj17MG3aNEydOhXW1tYYOXKkQPdH8edPu762srLiOKeUlZXRtWtXvkYviYuL8z0nhZqamkBGn/xozZo1EBISwq5du1hlxcXFWLFiBYyMjCAhIQENDQ0MGDAAHz9+ZNXZsmULOnXqBGVlZUhKSsLKyqpW1/hhYWHo3r0763hsbW3RsmVLvHr1CjY2NpCSkkLz5s1Z27x79y7at2/Put6/ceMGxzafP3+O3r17Q05ODjIyMujZsycePnxY17em3v1WQ5H/tZx5z58/h6WlJcc+2rVrh3379uHdu3do1aoVnj9/DgAcEz9pampCW1ubtZxfNGceRTWMzp07A6i6iLS2toajoyMAYMaMGRg0aFCNw6nu3buHlStXss4FiqpvzAve8PBwhIeHV1vvypUr+P79O6sBxbxJ8zMbGxvY29vXT7BcbNiwAYqKivD390dQUBAMDQ1x9OhRDB8+vMZ1GQwGzp8/jyVLliAkJARBQUFo0aIFjh49ynWo8alTp1BWVsbXtmuyd+9e5OfnY/To0ZCVlUXfvn3RunVrPHz4EEuXLoWfnx+Ki4uhp6eHwYMHs9bbsWMHhIWFERwcjOLiYnTu3Bk3btxAr169eO4vPDyc7QJYkFasWAFVVVXs3r0bM2fOhJKSEsaPH49169bR3+NG8qddX1cnNTWVbUK739GSJUuwbt06+Pv7Y9y4cQCqJuRzcXHBzZs3MXToUEyfPh15eXm4fv06YmJiWNfhO3bsgKurK0aMGIHS0lKcOHECgwYNQmhoKNdJ3n5UVlaGGzduYN26dWzlWVlZcHFxwdChQzFo0CD4+flh6NChCA4OxowZMzBx4kQMHz4cmzdvhpubGxISEiArKwsAeP36Nbp27Qo5OTnMmzcPoqKi8Pf3h62tLatR/Ntp5B5jln8xZ560tDTx8vLiKA8LCyMAyJUrVwghhGzevJkAIF+/fuWoa21tTTp06MBzPzRnXhU67IlqSNnZ2SQ9PZ2kp6cTc3NzMmPGDJKenk7i4uIIAHLu3DmSnp7O9rn/UWxsLFFSUiIWFhYkNze3gaOnKOpvVVZWRuTk5MiePXsaOxSqAfyJ19fc3Lt3jzAYDLJ06dJarVfTUOQf/epQ5NmzZxMhISESFBTEVicgIIAAID4+Phzr87rGLi0tJS1btiQ9evRgK+c2FPnmzZsc762NjQ0BQI4dO8Yqe/v2LQFAhISEyMOHD1nlV69e5Xif+vXrR8TExMjHjx9ZZcnJyURWVpZ069aNVfY7DUX+bXpseeXM27p1K8dMfH379sWUKVM4ttOqVSue+2HmzONHfefM43d95n+rq5ubm8tzP0yJiYmsu8737t2DlpYWaxkzZ9706dNrlTMvNzeXLWfeqFGjqt0/M2fe3LlzOZbVJmfe8ePHWZN78MqZt2jRIoSFhWH06NE1vjcUJWh9+/bF3bt3WX+/evUK27dvZ/3NnJjHxsaGY2KLhIQEODg4QF5eHuHh4ay7pxRFUb8qMzMTM2fO5JgcjPo7/YnX1z/79u0bhg8fjmbNmvF8dKexEEIwZcoU+Pv74+jRoxwpw86cOQMVFRVMnTqVY93qrrGZk0927dqVr2wr4eHhMDU15ZhgT0ZGhm0y2xYtWkBBQQFaWlpsPa7M/2emGquoqMC1a9fQr18/tongNDQ0MHz4cOzfvx+5ubmQk5OrMbaG9Fs0bP/lnHn8rM/8b3V1+R1KRHPmUVTD2bp1K7KyshAVFYWVK1ciNDQUIiIi2LVrF5KSkrBhwwYAVd9JP/r+/TscHBxQUlKCmzdvQkNDozHCpyjqL9WkSROsWLGiscOgGsCfen39o4KCAri4uCAvLw8PHjz4pefZ68vhw4eRn58PPz8/jkYtAHz8+BEtWrRg66jhJjQ0FGvWrMGLFy/Yrvn5SUEUFhaGPn36cJRra2tzrC8vL1/j9XV6ejoKCws5rq8BwMTEBJWVlUhISICZmVmNsTWk32LyqH81Z56GhgarLq/1mRe21dWtaT9MNGceRTUcKysr2NnZoby8HC1btoSjoyPs7OyQlpbGNiGOlZUVa52CggI4OTkhKSkJ4eHhbCm/KIqiKKo2/tTr6x+3OWDAALx69QoXLlyosfOlsXTu3BlqamrYvXs31wlO+XH//n24urpCQkICvr6+CA8Px/Xr1zF8+PAar3nj4+Px9u1brum7/rXr69+ix/ZfzZlnYWGB+/fvo7Kykm0Y7aNHjyAlJcXKGcbcTnR0NGtiKqAqt15iYiLGjx/P1/HQnHkU1fAiIiLQqVMnAFXnyvPnz7Fo0SKudUeMGIHHjx/Dy8sLsbGxbLM/ysjIoF+/fg0RMkVRFPUX+FOvr4Gqx9fc3d1x8+ZNnDx5EjY2Nr8cY31p3rw5Nm3aBFtbWzg6OuLmzZtsjxAZGBjg0aNHKCsrq3YCtTNnzkBCQgJXr15le/QwMDCwxv2HhYVBXl6e54S1taWqqgopKSm2zClMb9++hZCQEEev7++g0Ru2RUVFOHv2LOzt7TmG5AHA4MGDcebMGVy8eFEg6S4E+QxA3759MXPmTPj6+mL37t0Aqu507N27F1paWqyLWaCqZzUnJwcGBgasD7WbmxtOnz6Ns2fPws3NDUDVjMWnTp1Cnz59WB9sMzMzGBsbY9++fZgwYQLrLoufnx8YDAZrXX4sXboUubm5WLhwIeTl5TFp0iQAVR/gbt26ISAgALNmzWIbGkwIYQ1jEBYW5ribs2vXrhrvvqWlpeHZs2cCTxptZ2cHMTEx7Ny5E46Ojqw4Dx48iJycnBpnkaOo+lRRUYFHjx7B09MTAPD06VOUlpaiY8eOXOu/ePECABAQEMA28zdQdROHNmwpiqIofvzJ19dAVWdMSEgI/P392dJi/iwjIwMZGRnQ1dWtMTNHfTI3N0d4eDjs7e3Rp08fXL58mXXDYODAgQgLC2PNFP4j5jW2sLAwGAwG2/X058+fcf78+Rr3HR4eDgcHhxqHOteGsLAwHBwccOHCBXz+/Jl1IyItLQ3Hjh1Dly5dfrvna4HfoGH7c868nxUWFgKouuv044nHzJn3MzU1NZ6pBQT5DAAzZ97mzZtRVlYGa2trnD9/Hvfv32flDGNauHAhDh06xHaXys3NDR06dMDo0aPx5s0bqKiowNfXFxUVFVi5ciXbvjZv3gxXV1c4ODhg6NChiImJwe7duzF27FiOdEM12bx5M3JycjB58mTIysqy8srt3LkTXbp0gaWlJcaPH49mzZrh8+fPCAsLY11wM3PmycvLw9TUFFFRUbhx40aj58xbuXIlHB0d4erqiri4OPj6+tKceVSjExYWZn2/AVXDlXgN8+E3HzRFURRF8fInX19v374dvr6+6NixI6SkpDji6d+/P6SlpQEAu3fvxsqVK3H79m3Y2tqy6uzevRvZ2dlITk4GAFy6dAmJiYkAqhrNzGdKv3z5giNHjgCoGhkJVOWhBapuKPOaFPVnHTp0wIULF+Dk5AQ3NzecP38eoqKicHd3x+HDhzFr1iw8fvwYXbt2RUFBAW7cuAFvb2/07dsXzs7O8PHxgaOjI4YPH45v375hz549aN68OV69elXtPouKinD79m3s3buX7zj5tWbNGly/fh1dunSBt7c3RERE4O/vj5KSEmzatEng+xOIRpqNmaVPnz58TQ0uKipKMjIyCCG8pyP/MZVMQ6ioqCDr1q0jenp6RExMjJiZmZGjR49y1PPw8OA6xXlmZiYZM2YMUVZWJlJSUsTGxoY8efKE677OnTtHLCwsiLi4ONHW1iZLliwhpaWlNcb4Y7qfH+MeNmwYERERIefPn2eVx8TEkP79+xMFBQUiISFBWrRowTa1elZWFhk9ejRRUVEhMjIypFevXuTt27ccU4//PPW3m5sbcXJy4oiNme5n8+bNbOXM9U+dOlXjsRBSld7H2NiYiIqKEjU1NTJp0iSSlZXFVoem+6EoiqIaUkhICFFUVCR5eXmNHcpfZ/78+aRdu3aNHcZv60++vmZeM1f3+vFaevny5VxTzejp6fG1Pq80RfwcM35I98N04cIFIiIiQoYMGcJKRVlYWEgWL15MmjVrRkRFRYm6ujpxc3NjS6Vz8OBBYmhoSMTFxYmxsTEJDAxkHd/Px8a85g4NDSUMBoOkpaVxxGZjY0PMzMw4yvX09IizszNfx/Ls2TPSq1cvIiMjQ6SkpEj37t1JZGQkW53fKd1Pozdsqb8fzZlHURRV/5g3/pgvcXFxYmhoSCZPnkxSU1MbO7waXbhwgbRp04aIi4sTHR0dsmzZMrY85rysWbOG9OnThzRp0oQAIMuXL+dZ/8SJE6RDhw5ESkqKyMvLk44dO5KbN2+yln/9+pWsWLGCWFtbEwUFBaKsrExsbGzI9evX+T6e8vJyYmxsTJYtW0YI+f8FeE2vhmpAxMbGkrlz55LWrVsTGRkZoq6uTpycnKq9uX78+HHWv4+Kigrx8vIi6enpHPWys7PJ3LlzSfPmzYmEhATR1dUlXl5e5MuXLzXGVN3N6+zsbGJtbU3ExcXJ5cuXCSGEpKSkEHFxcXLhwoU6HD1F/R0mTZpErK2tGzuM30ajD0Wm/n40Zx5FUVTDWbVqFZo1a4bi4mI8ePAAfn5+CA8PR0xMTKM+g8bL5cuX0a9fP9ja2mLXrl3477//sGbNGnz79g1+fn41rr9kyRKoq6ujTZs2uHr1Ks+6K1aswKpVq+Dm5gZPT0+UlZUhJiYGSUlJrDoXLlzAxo0b0a9fP3h4eKC8vByHDx+Gvb09AgIC+MqPfunSJcTFxbEmeBwwYACaN2/OWp6fn49Jkyahf//+bM8Qqqmp1bhtQThw4AAOHjyIgQMHwtvbGzk5OfD390eHDh1w5coVtmGlfn5+8Pb2Rs+ePeHj44PExETs2LED0dHRePToESQkJABUTfhjb2+PN2/ewNvbG0ZGRvjw4QN8fX1x9epVxMbG1jovd25uLhwcHPDq1SucO3cOjo6OAKqe0+zbty+2bNkCV1dXwb0xFPUHsbCw4Jrm55/V2C1riqIoiqJ+XXW9XbNmzSIAyLFjxxopspqZmpqS1q1bs/XQLl68mDAYDBIbG1vj+syhhenp6Tx7bKOiogiDwSA+Pj48txcTE8PRG1lcXEyMjY2JtrZ2jfEQQoirqyvp0qVLtctrirW+RUdHcwyRzsjIIKqqqqRz586sspKSEqKgoEC6detGKisrWeWXLl0iAMjOnTtZZREREQQA2b17N9t2AwICCABy9uxZnjH9/BnOzc0lHTp0IGJiYiQ0NJSj/unTpwmDwWAbzklR1L/rt8hjS1EURVFU/ejRoweAqhQbAFBeXo7Vq1fDwMAA4uLiaNq0KRYtWoSSkhK29Zo2bQoXFxdcu3YNFhYWkJCQgKmpKc6ePcvXflNSUvD27VuUlZXxrPfmzRu8efMG48ePZ5vV09vbG4QQnD59usZ91ZQ6hGn79u1QV1fH9OnTQQhBfn4+13pmZmZQUVFhKxMXF4eTkxMSExPZJoXjpri4mKPX83djZWUFGRkZtjJlZWV07dqVLdVYTEwMsrOzMWTIEFbmAaBqMkkZGRmcOHGCVZabmwuAs9dZQ0MDAGqVViY/Px+Ojo549uwZzpw5wzXLAfP9vXDhAt/bpSjq70UbthRFURT1F/v48SMAsGavHzt2LJYtWwZLS0ts27YNNjY2WL9+PYYOHcqx7vv37zFkyBD07t0b69evh4iICAYNGsRXWo+FCxfCxMSEbYgvN8+fPwcAtG3blq1cU1MT2trarOWCcPPmTVhbW2Pnzp1QVVWFrKwsNDQ0WCn7apKamgopKakah3QzU3tZWloKImyWsrIyVnqTml6VlZV12kdqaipbo555w4Nbo1RSUhLPnz9n7att27aQlpbG0qVLcevWLSQlJeHu3buYN28erK2t+W7oFxQUoHfv3njy5AlOnToFFxcXrvXk5eVhYGCAiIiI2h4mRVF/IdqwpSiK+gPcuXMHDAaDr94rQfn8+TMYDAaCgoIabJ81WbFiBVuvEcUpJycHGRkZSExMREhICFatWgVJSUm4uLjg5cuXOHToEMaOHYtTp07B29sbhw4dwpw5c3D+/Hncvn2bbVvv3r3DwYMHsX79esycORMPHjyAmpoa5s+fL7B4U1JSAPy/V+9HGhoarHQdvyorKwsZGRmIiIjA0qVLsWDBAoSEhMDCwgJTp06Fv78/z/U/fPiAs2fPYuDAgWzp/Lh5+/YtAKBZs2YCiZ0pIiICqqqqfL2+fv1a6+3fv38fUVFRbOlfDA0NwWAwOBqPcXFxSE9PR1FREbKysgAAKioqCAkJQU5ODnr27AltbW3Y2tpCU1MTt27d4jvPpoeHBx49eoRTp07V+Pysvr4+3rx5U8sjpSjqb0QbthRFCZyvry8YDAbat29fbR0Gg1Hta+LEiQ0YbdWEJ5s2bUKzZs0gISEBc3NzHD9+nK917927B1dXV+jo6EBCQgLq6upwdHSstgchMjISXbp0gZSUFNTV1TFt2rRqh0P+zrKysiAiIoKTJ082dijUT+zs7KCqqgodHR0MHToUMjIyOHfuHLS0tBAeHg4AmDVrFts6s2fPBgCEhYWxlWtqarJN/CcnJwd3d3c8f/4cqampPOMICgoCIaTGYcJFRUUAqob6/kxCQoK1/Fcxz7Pv37/jwIEDmDNnDgYPHoywsDCYmpqycldyU1hYiEGDBkFSUpJrTtCfff/+HUBVbk9Bat26Na5fv87XS11dvVbb/vbtG4YPH45mzZph3rx5rHIVFRUMHjwYhw4dwtatW/Hp0yfcv38fQ4YMgaioKACw/RupqqqiTZs2WLt2Lc6fP48VK1bg/v37fE24xZSWlgYJCQno6OjUWFdRUREZGRm1OFKKqr1NmzbB2Ni4ziMhqOoNHToUgwcPFsi2aMP2L0NPvPojyBPvbxccHAwxMTE8fvwYHz58qLaevb09jhw5wvHy8vJqwGiBxYsXY/78+bC3t8euXbugq6uL4cOHsz07Vp13795BSEgIEydOxJ49ezBnzhykpqaiW7duuHLlClvdFy9eoGfPnigsLISPjw/Gjh2Lffv2YdCgQfV1aPXm6tWrYDAYcHBwaOxQqJ/s2bMH169fx+3bt/HmzRt8+vQJvXr1AgB8+fIFQkJCbLPzAlUzzCooKODLly9s5c2bN+foITcyMgJQ1aMvCMwhrj8/4wtUPatam+cy+dmPqKgo3NzcWOVCQkIYMmQIEhMTufZyVlRUYOjQoXjz5g1Onz4NTU1NvvdJCPn1wH+gqKgIOzs7vl7MmYr5UVBQABcXF+Tl5eHChQscz976+/vDyckJc+bMgYGBAbp164ZWrVqxZmNl1v/06RO6d+8OLy8vLFq0CH379sXy5cvh6+uL06dP4/Lly3zF4+/vDzExMTg6OiIuLo5nXULIXzeKIygoiO1mr4SEBIyMjDBlyhSkpaU1dng1unjxIiwtLSEhIQFdXV0sX74c5eXlfK3L743mx48fw9vbG1ZWVhAVFeX7M/DgwQPW+8rvDZHc3Fxs3LgR8+fPh5CQEDw9PXnenGe+PD09+dr+r3ry5AmmTJkCMzMzSEtLQ1dXF4MHD8a7d++41t+9ezdMTEwgLi4OLS0tzJo1CwUFBRz1UlJSMH78eDRr1gySkpIwMDDArFmzWDfueGGOrvr5PU5ISICBgQGUlJTw7NkzAMD8+fNx5swZvHz5sg5H/5NfmXnqX82ZFx8fX23+uePHj3PUf/PmDenVqxeRlpYmioqKZOTIkeTbt29sdZKSksiIESOIkZERkZGRIfLy8sTa2poEBQWxzULIS05ODlFSUiIBAQGEkJoTXDNfzCTP9e3x48dk8uTJxNTUlEhJSREdHR0yaNAgEhcXx7X+rl27iLGxMRETEyOamppk5syZJD8/n6NecnIyGTduHGnatCmRkJAg+vr6ZObMmayE47ww8wr+PPvl169fib6+PlFUVCRPnz4lhFQlqRYSEiIvXryow9H/Oz59+kQAkFWrVhFRUVGyYsUKrvXAJRF4Y0hMTCSioqJssVRWVpKuXbsSbW1tUl5eXuttFhQUEDU1NdKrVy+28t69exMNDQ2Sk5PDKtu/fz8BQK5evcpzm8wE6KdOnap1PHXF/K4LDAzkWDZq1KgGy7f5I27J6qkq1c2K/KMJEyYQISEhrr91CgoKxM3NjfW3np4e6datG0e9gwcPEgAkKipKIHEfPXqUACCPHj3iWKatrU0GDBjA97Z4zTRcUVFBJCQkiLq6OscyPz8/AoDr9/vo0aMJg8Go1azSBw4cIADIq1ev6hRrdUpKSkhKSgpfL36/u0pKSoiDgwMRFxcnd+7c4Vn3y5cv5O7du+Tz58+EEEI6duxIVFVVWcuXLl1KhISESHFxMdt6mZmZBABZvHgxz+3/+Bl+9OgRkZGRITo6OuTr16/VrmNvb09MTU1rOsw/CvN9WLVqFTly5AjZv38/8fDwIEJCQqRZs2akoKCgsUOsVnh4OGEwGKR79+5k3759ZOrUqURISIhMnDiRr/UXLFhAAJBx48aRffv2EWdnZ67X18uXLyeioqLEysqKGBkZ8fW7UFFRQSwsLIi0tDTXa7/qbNu2jcjJyZGioiJCCCGRkZHkyJEjrNeqVasIADJ+/Hi28sjISL62/6sGDhxI1NXVydSpU8n+/fvJ6tWriZqaGpGWlib//fcfW9158+YRAMTNzY34+fmRqVOnEhEREeLg4MBWLy8vj+jp6REVFRWybNkysn//fjJlyhQiKipKLCwsSEVFBc+YuF1fJyYmEgMDA6KgoECio6PZ6rdr146MGjXqF98JQgTSsP3XTjzmxd6wYcPYPsBHjhxhfdkzJSQkEBUVFWJgYEB27NhB1q5dSxQVFUnr1q1JSUkJq97Lly+JjY0NWbRoEdm7dy/ZtWsXcXV1JQDIwoUL+TomeuL9OSfe32z16tVEWFiYpKamEicnJ2JoaMi13u/SsN2zZw8BQF6/fs1WfuzYMQKA3L9/v07bbdmyJWnfvj3r75ycHCIiIkLmzp3LVq+kpITIyMiQMWPG8Nwet4ZtcXExcXZ2JnJyciQiIoJVnpiYSLy8vIiGhgYRExMjTZs2JRMnTmR953z//p3Mnj2btGzZkkhLSxNZWVni6OjIcVFfXcO2oqKCqKqqkk2bNrHKmP+eJ0+eJCYmJkRCQoJ06NCBdWG/d+9eYmBgQMTFxYmNjQ0rPcuPTp48SSwtLYmEhARRVlYmI0aMIImJiWx1aMO2evw0bNetW0cAkDdv3rCVp6amEgBk9uzZrDI9PT2iqanJcXN1/vz5BABJSUkRSNwxMTEEANmzZw9beVJSEusag181NRY7dOhAhIWF2X5/CalqkAEgSUlJbOVz5swhAMj27dv5joEQQh48eEAAkAsXLtQ5Vm6Y3wP8vLidYz+rqKggQ4YMIcLCwuTMmTN8x0EIIVlZWURMTIwMGzaMVTZ+/HjCYDA4rv/S0tIIADJ//nye2/z5M3zjxg0iLi5OWrRowdEhwNS8eXMycODAWsX+u/tXU3fV5kZzamoqKSwsJIQQMnnyZL5+F/z8/IiysjKZPn16rRq25ubmZOTIkdUuf/LkSbU3gRtCREQEx3fau3fviLi4OBkxYgSrLDk5mYiIiHBcx+7atYsAIBcvXmSVBQcHEwAcabaWLVtGAJBnz57xjOnn6+ukpCRiaGhIFBQUuP5GbdmyhUhLS3OkIKstgTRs/7UTj3mxt3nz5hr3M2nSJCIpKUm+fPnCKrt+/ToBQPz9/Wtc38XFhUhLS/N155WeeP/3u594fzNjY2PSvXt3QgghQUFBBAB5/PgxRz0AZMyYMSQ9PZ3j9fPn5GelpaVc1+P2qunmxtixY4m0tDTHxfuHDx84cjTykpOTQ9LT00lsbCxZuHAhAUAWLVrEWs680A0JCeFYt0uXLsTS0pLn9n9u2BYWFhJ7e3uiqKjI9v4mJSURTU1NIiUlRWbMmEH27t1Lli5dSkxMTEhWVhYhpOq7wMDAgCxYsID4+/uTVatWES0tLSIvL892YV9dw/bhw4cEAImJiWGVASDm5uZER0eHbNiwgWzYsIHIy8sTXV1dsnv3bmJqakq2bt1KlixZQsTExFifESbm74m1tTXZtm0bWbBgAZGUlCRNmzZlxU0Ibdjywk/D9sWLF6wbnD9i3ky8desWq0xPT48AYGvw5OTkEA0NDWJhYcEqKy0tJbGxsSQ5OZltm8nJySQ2NpaUlpbWGLuxsTFp3bo122/dkiVLCIPBYGuEZ2dnk9jYWJKdnc11OzU1Frdt20YAkH379rHKioqKiL6+Pkev36ZNmzjOY34VFRURMTExsnTp0mrr1KVhm5mZSa5fv87Xi3mTmxdvb2++r0d+NnHiRCIkJMT2/bNlyxau3xnbt28nAMiJEyd4bpPbZ/js2bNEWFiYWFpaso12IaTq88BgMMjWrVtrHf/vrLpzOTQ0lAAga9euJYQQUlZWRlatWkX09fWJmJgY0dPTIwsXLuToMdfT0yPOzs7k6tWrpHXr1kRcXJyYmJjwfTOD33P59evXPG9SrV69muf6db3RzE/D9vv370RZWZns2bOn2tF63DBHoQUFBVVbp7Gvr6tjaWnJdm1x5swZAoCEhYWx1WN+Fw0fPpxVxhzF8vNnkFleU1vpx/c4OTmZGBkZEXl5ea7Xg4RUdfABNee6rkm9NGz/9hPvx4Ztfn4+z4vwJk2akEGDBnGUGxkZkZ49e/LcDyGETJkyhTAYDNZdqerQE+/POvH+VtHR0QQA2bt3LyGk6qJDTEyMTJ8+naMur54GbkP6fyTIXgtnZ2eir6/PUV5QUEAAkAULFvB17L169WLtU0xMjEyYMIHtwvLUqVMEALl37x7HuoMGDeI6PJLbMZ86dYrk5eURGxsboqKiQp4/f85Wz93dnQgJCXFt3DAb78XFxRwN/vj4eCIuLs7WO1Zdw3bp0qVET0+PrQyoehzlx/fb39+fACDq6uokNzeXVc5s+DPrlpaWkiZNmpCWLVuyvWfM35Jly5axymjDtnr8NGwJ+f9jKoMHDyZ79uxh/d2vXz+2enp6esTIyIgoKCiQBQsWkG3btpFWrVoRISEhcuXKFVY95ufk58damNvlp+fw0qVLhMFgkB49epB9+/aRadOmESEhITJu3Diux/jzZ/Lw4cNk9erVrM9W9+7dyerVq8nq1avZRlIVFhYSMzMzIioqSubMmUN27txJrK2tibCwMAkPD2fVO3v2LAFADA0NOUZmHTlyhK/HrVxcXEjHjh2rXV6Xhq0gMRv5HTt25HqMPz76s379ejJixAiyc+dO4uvrSxwcHAgAsmbNGrZtZmRkEHV1dSImJkamTZtG/P39yYQJE4iwsDAxMzOr8aZldZ/hgIAAAoDY2NiwfUecPn2aACAfPnwQwDvy+6jufdixYwfbbyzzHHNzcyN79uwh7u7ufJ3LPj4+rHP52rVrNcbD77n8q48V1PVGMz8NW29vb2JmZkbKy8tr1bBlHhOvxwrqcn1dXFzM9w36uqisrCRaWlpsIx2ZNwh+vIFJyP+vd1q0aMEqe/36NRESEiKdOnUiUVFRJCEhgYSFhRFtbW2Ozxc3zPc4JiaGGBsbEzk5OfLw4cNq65eVlRFJSUm2UUN1wd+867XELWfeoUOH4ObmhtmzZ+PRo0dYv349YmNjce7cObZ1mTnzJk6cCA8PDwQGBmLQoEG4cuUK7O3tee534cKFOHToEOLj43nOwiionHkrV67E3LlzwWAwYGVlhbVr17JNpJKUlIRv375x7AcA2rVrx5qd8kdFRUUoKChAfn4+7t69i8DAQHTs2LHGyTMiIyMBQOA580pKSmpMRM/0czJ7fhBCkJaWBjMzM7Z9Apw585h5A58+fcoq69atG4SEhDB9+nRs3boV2traePXqFdauXYt+/frB2NiYrzjS0tLg5uaG1NRUXLt2DdbW1lzrmZqaQlJSEhEREWwzhVJVgoODISIigoEDBwKoyjHo6OiIEydOYOvWrRwpMvr27YspU6ZwbKdVq1Y898OcGZQfNc0MWlRUVO1srMzl/NiwYQNmz56NhIQEHDp0CKWlpWyTZQhq5tecnBw4ODjg06dPuHPnDtu5U1lZifPnz6NPnz5cv3eYk2v8GENFRQWys7MhIyODFi1asCZz4CU8PBzOzs4c5T179mT77mXOij1w4EDIyspylH/69AlNmzZFdHQ0vn37hhUrVrBNeOPs7AxjY2OEhYVh5cqVNcZF8efAgQPQ19dHUFAQzp07B3V1dSxcuBDLly/nqGtoaIhdu3Zh7ty5iIuLQ7NmzRASEsKajEpQXFxccPbsWaxcuRJTp06FqqoqFi1ahGXLlvG1/sGDB3H37l3W37dv32alLurSpQv09PQAVP2u3Lp1C/PmzUNAQAAKCgpgYWGBsLAwtmNiTmLy/v17jBo1imN/t2/fhpqaGs+YvLy8MHDgQCQkJPA1u29De/HiBQAgKioKUVFRHMvj4+MhLS0NoOo7+dy5c7h48SIqKipgbm6OkydPckx8p6ysjOjoaCxbtgyXLl3C3r17oaysDC8vL6xbtw5iYmJ1inX06NHIzMzEnDlzMGjQIJw7dw4iIiI4deoUunTpAgMDgzpt93fHTN1VXFyMiIiIalN37d+/HwDg7e2NJk2aYMuWLbh9+za6d+/O2ta7d+9w5swZDBgwAAAwZswYGBsbsyZOFIRfTd2VkpICNTU1jomgmNura+qvV69ewd/fH+Hh4TWm6vpZfaXuOn78ON8zhZM6TEIXHByMpKQkrFq1ilXWokULAFVpw378bNy/fx8A2HKOm5qaYt++fZgzZw46duzIKvfw8MCBAwf4jsPZ2RlZWVm4evUqz0wZIiIi0NHR+fXUXb/SKmbeUbpx4wZJT08nCQkJ5MSJE0RZWZlISkqSxMRE1rCnsWPHsq3LfG6F32FPbdq0qTEefu8obd68mQDgOhmBtbU16dChA8/1v3z5QhwcHIifnx+5ePEi2b59O9HV1SVCQkJsQ2KZd3AOHz7MsY25c+cSABy91uvXr2frberZsyfPSROYlixZQgDwHCJblztKP08QxutVF0eOHCEAyMGDB1llT58+5dpzfuXKFQKAyMjIsJUfOHCAKCgosMXi4eHB10RgzDtKenp6RE5Ojq/JUIyMjEjv3r35PMJ/R3l5OdHQ0OB4Dpo5XPznyZGA3+MZW0H12P6opKSEmJmZsT33JageWxkZGSIiIsLxXDoh/39OsqYJWioqKoiPjw9p3rw5ERYWZjt3fhwizK3HNiUlhTAYDI4RFQA45ihgrr9hwwaux3L69GlCCCHHjx8nAMjNmzc5Yu3Xrx9RUVFh/U17bBsOcxQVVTfl5eXEyMiILFmypLFD+SulpKQQCQkJcv78+cYOReCqu/bS09NjjZao7nn5lJQUAjTO8/LMuVzS0tI4lnXt2pW0bt2a5/o9evQgJiYmHOUVFRUEANfRX4TU3GNrY2NDXFxcWH/Xpsd20qRJREREhGedulxfJycn8/1YQW3FxsYSOTk50rFjR45HGdu3b09kZGRIQEAAiY+PJ+Hh4URPT4+IiooSYWFhtrqXL18mDg4OZPv27eTcuXNk1qxZREREhK9eVeZ7LCEhQTQ1NTnmIOKmffv2xNraunYH+xOB9Nja2dmx/a2np4fg4GBoaWnh8OHDALjnzNuyZQvCwsLY7hpUlzNv48aNSE1N5dn7EhQUhKCgoBrjrannJDc3l+f6urq6uHr1KlvZqFGjYGpqitmzZ7N6MmraD7POj8uHDRuGtm3bIj09HaGhoUhLS+OrJ+f79+8QERHhmKL/V/Xq1YvvnrHaevv2LSZPnoyOHTvCw8ODVW5paYn27dtj48aN0NLSQvfu3REbG4tJkyZBVFSU4/3Q0tJCu3bt4OTkBD09Pdy/fx87d+6EiooKtmzZwlcsaWlpUFJS4nqX8Wc0Zx53t27dQkpKCkcuSFdXV0hKSiI4OFhgqWFKS0uRmZnJV11VVVWed2g1NDRw+/ZtjpQRzDvPtUntwSQmJgZXV1ds2LABRUVFkJSUZH22mNv9UUpKCt/76du3L06cOIENGzbg8OHDEBKqfda2devWYenSpfDy8sLq1auhpKQEISEhzJgxo8ZUYZcvX4aEhATb9zZTde9zdeVEwKlQKOp3IiwsjFWrVmHSpEmYP3++wH+f/3Xbt29Hq1at0Ldv38YOpd7s2bMHRkZGEBERgZqaGlq0aMH6zhd06q7a5j3m5ldTd0lKSla77o/br42QkBBERkYiJiam1uvWJw0NDb6uOWsrNTUVzs7OkJeXx+nTpzl+f8+cOYMhQ4aw0ioKCwtj1qxZuHv3LltqrYiICLi4uODhw4esEWD9+vWDnJwcVq5cCS8vL5iamtYYz9GjRzFy5EjY29vjwYMHaNKkSbV1f74OqwuBNGz/tROPGyUlJYwePRobNmxAYmIitLW1a9zPj7Ew6enpsYZMDRs2DOPHj4ednR3i4uIElsuvNuiJx0kQJ97fKDg4GKKiohxDtGVkZODk5IRz585h7969AvkcR0ZGcm1YcVPTowkWFhY4cOAAYmNj2T4rjx49Yi2vi6KiIhBCkJeXB0lJSbRs2RIiIiKIjo5my4dcWlqKFy9e8J0juV+/fnBwcICnpydkZWXh5+fHWqaqqgo5Obkaf8BPnz6N7t274+DBg2zl2dnZNT5SwLwZKcjvI+Z3XlxcHHr06MG2LC4ujrWcov40Q4YMwZAhQxo7jL/Shg0bGjuEeteuXTuuj5X86He6HvnxBu7Pw+9TUlLQrl27GtcX9I3muXPnYtCgQRATE2Pl3s7OzgZQlVO1tLSU53aVlZVRXl6OvLw8tkdqflVRURFycnL4qstv2ycnJwe9e/dGdnY27t+/z/W4tLS08ODBA7x//x6pqakwNDSEuro6NDU1We0toCqXtJqaGsfnz9XVFStWrEBkZCRf19c2NjY4efIkBgwYgF69euHOnTuQl5fnWjcrKwuGhoZ8HWt1an+rn4t27drBzs4Otra2MDEx4dqD8LueeD+rTc/Jz5gnMbMnqab9KCkpce3N/ZGbmxsSEhJw7949nvV+PPEEqaioCKmpqXy9+PXjiXflyhWeJ967d+9w7949JCYmYtOmTUhISOD7xCOEsJ49rgnzxIuPj0evXr14ftlkZWXV6Xniv1lRURHOnj0Le3t7KCoqciwfPHgw8vLycPHiRYHsj/mMLT+vmn4Q+vbtC1FRUfj6+rLKCCHYu3cvtLS00KlTJ1Z5SkoK3r59i7KyMlbZt2/fOLaZnZ2NM2fOQEdHh3WTRF5eHnZ2djh69CjbeXrkyBHk5+dzPKvGi7u7O3bu3Im9e/di/vz5rHIhISH069cPly5dQnR0NMd6zB5SYWFhjt7SU6dOsT1fw01ZWRmuX7/O9fnaX9G2bVs0adIEe/fuZbsRePnyZcTGxgp8fxRFUX86PT09VFZW4v3792zlaWlpyM7O5rgh+OHDB47v/Xfv3gEAz5u/tcG8Efzz709ycjISExNrvFFsYWGBwsJCxMbGspX/yo3mhIQEHDt2DM2aNWO9duzYAaBqhKCTkxPP9ZlztcTHx9d637yEhISwOo9qevGjuLgYffr0wbt37xAaGlpjo9PQ0BBdu3aFuro63rx5g5SUFLYRuGlpaaioqOBYj3n98+McIjXp06cPAgIC8PLlS7i4uHAdiVpeXo6EhASYmJjwvV1u6mXyqB/9eOL9GGxNJ96PDeH6PPF+vHvEPPHGjx9fp+1++vQJQFWvCVDVOFNVVeV6gfn48WO+TlDmP35Nd3V+PPHMzc1rEzZPISEhAn24/ccT78aNG3ydeMy7N8wTz9PTk7W8Pk48Dw8PuLi44Nq1axy9UswTz9XVle/t/gsuXrzIaqxxu4teWFgIoKpX98fei3fv3uHo0aMc9dXU1HhOZqGoqMjxCERdaWtrY8aMGdi8eTPKyspgbW2N8+fP4/79+wgODmYbTcBtgrrevXtDW1sb7du3R5MmTfD161cEBgYiOTkZISEhbPtau3YtOnXqBBsbG4wfPx6JiYnYunUrHBwc4OjoWKu4p0yZgtzcXCxevBjy8vJYtGgRgKphxteuXWPtw8TEBCkpKTh16hQePHgABQUFuLi4YNWqVRg9ejQ6deqE//77D8HBwdDX1+e5zwcPHiA3N1fgDU1RUVFs3LgRo0ePho2NDYYNG4a0tDTs2LEDTZs2xcyZMwW6P4o/zN4NiqJ+P05OTli0aBG2b98Of39/VrmPjw8AcHxPJycn49y5c6zJo3Jzc3H48GFYWFiwbgCXlZXh48ePkJeXZ2tQpaSkICcnBwYGBhAVFa02JjMzMxgbG2Pfvn2YMGEC6/fTz88PDAYDbm5urLo5OTlISUmBhoYGqwevb9++mDlzJnx9fbF7924A1d9o5tfPk9QCwIkTJxASEoLDhw9DW1ub5/rMiZOio6MFen0tyEf9KioqMGTIEERFReHChQtskz3VpLKyEvPmzYOUlBQmTpzIKjcyMsK1a9dw584d2NrassqPHz8OAGjTpk2tYhw1ahSysrIwffp0DBw4EBcuXGD7LL158wbFxcV1+jdm8ysP6P6rOfO4JQlPTEwkioqKxNzcnK184sSJRFJSkm0CqBs3bhAAxM/Pj+c2CSGkT58+hMFgkPfv3/M8no8fP3JMwvSzxn64vby8nLi6uhIRERGOiWdqUlFRQZydnYmUlBRbTuApU6YQAOT27dts9WfMmEEA8JxanBDuEwgwp9Pv3bs3x2eJme6ntons/3Z9+vTha4IxUVFRkpGRQQjhne7HxsamQeOvqKgg69atI3p6ekRMTIyYmZmRo0ePctTjNkHd7t27SZcuXYiKigoREREhqqqqpE+fPlwniSKEkPv375NOnToRCQkJoqqqSiZPnsyWCqc6P+exZWJ+l+7evZtV9uXLF+Lu7k5UVVWJuLg40dfXJ5MnT2al2iguLiazZ88mGhoaRFJSknTu3JlERUURGxsbtvf+58mj5syZw5HrkwlcJgOrLud3dccSEhJC2rRpQ8TFxYmSkhIZMWIESUxMZKtDJ4+iKOpv9y+n7mJOrjp+/Hiyf/9+4uzsTACQ4OBgtnqfP39mpfRq3749a9LR1atXc5209Ue1mTyKEEJatmxJhg0bVu3yxk6nOX36dAKA9OnTh2vqrh9NmzaNjB8/nvj6+pIdO3aQ9u3bEwaDwfGevX37lkhLSxMZGRmycOFCsnfvXjJs2DACgNjb29cYU3XvMbN86NChbGkHt2zZQqSkpPi6HuKl3hu2hPx9J56npyfp2rUrWbFiBdm3bx9ZtGgRUVZWJmJiYhwNrK9fvxJlZWViYGBAdu7cSdatW0cUFRVJq1at2GZEnj59Omnbti1ZsmQJ2bdvH9mwYQOxtrYmAMjUqVNrPB5C6In3J514FPUnMjExIXPnzm3sMCiKov5q/F5fl5WVkZUrV5JmzZoRUVFRoqOjQxYuXMiRcYM5w/nVq1eJubk5ERcXJ8bGxhw3FwVxfU0IIefOnSMWFhZEXFycaGtrkyVLlnB0FFTXsOX3RjOvfPY13RyvbcPWx8eHyMjIkMLCQq7LG/v62sbGhmdnwY8CAwNJ69atibS0NJGVlSU9e/bkyGvL9PbtW+Lm5kZ0dHSIqKgo0dPTI3PmzCEFBQU1xsTrPZ46dSpHJoX27duTkSNH1vLIOTVIw/ZvO/GOHTtGunXrRlRVVYmIiAhRUVEh/fv3J0+fPuW6n5iYGOLg4ECkpKSIgoICGTFiBEdy92vXrhEXFxeiqalJREVFiaysLOncuTMJDAzkmJ69OvTE+3NOPIr605SUlJAVK1ZwpJagKIqifm80ddevyc7OJkpKSuTAgQONHcpf6fnz54TBYJDnz5//8rYYhPw++RaaNm2Kli1bIjQ0tLFD+SPl5ORAX18fmzZtwpgxYxo7nL/OixcvYGlpiWfPntV5plyKoiiKoqiGRK+vf93GjRsRGBiIN2/e1CnNHlW9oUOHorKyEidPnvzlbdGG7V+Gnnj1R5AnHkVRFEVRVEOg19fUv4I2bCmKoiiK+qtkZ2fj8OHDOHnyJDIzMyEvL48BAwbAy8sLysrKjR0eRTUoen1N/Stolx5FURRFUX+NsLAw6OjoYPbs2WjSpAkcHR2ho6ODJUuWQFtbmyMNF0X97T5//kwbtdQ/od7z2NYGzZlHURRV5eTJk5g4cSK+fv0KGRmZxg7nr7JgwQLcvn0bjx49auxQKAG7c+cO+vfvDycnJ/j5+bHl4kxPT8fMmTMxfPhwSEtLw8XFpREjpSiKogSN9thSFIWgoCAwGAzWS0JCAkZGRpgyZQrS0tIaO7waXbx4EZaWlpCQkICuri6WL1+O8vLyGtdLTk7GyJEj0aJFC8jKykJBQQHt2rXDoUOHwO0pjaSkJAwePBgKCgqQk5ND37598enTJ7Y6CQkJWLlyJdq1awdFRUWoqKjA1tYWN27c4Pt4KioqsHz5ckydOhUyMjJYsWIF279Pda8fk6jXp7dv32LevHmwsLCArKwsNDQ04OzsjOjoaK71T5w4wfr3UVVVxZgxY5CRkcFRLycnB/PmzYOhoSEkJSWhp6eHMWPG4OvXrzXGxPwM/xxDTk4O2rVrBwkJCVy5cgUAMGPGDLx8+RIXL16sw9FTv7N58+bB2toap06dYmvUAoCqqioOHz4Me3t7zJ49m+s5TlEURf25fqseW4qiGteqVavQrFkzFBcX48GDB/Dz80N4eDhiYmIgJSXV2OFxdfnyZfTr1w+2trbYtWsX/vvvP6xZswbfvn2Dn58fz3UzMjKQmJgINzc36OrqoqysDNevX4enpyfi4uKwbt06Vt38/Hx0794dOTk5WLRoEURFRbFt2zbY2NjgxYsXrOf2Lly4gI0bN6Jfv37w8PBAeXk562I6ICAAo0ePrvGYLl26hLi4OIwfPx4AMGDAADRv3pwtlkmTJqF///4YMGAAq1xNTa1W711dHThwAAcPHsTAgQPh7e2NnJwc+Pv7o0OHDrhy5Qrs7OxYdf38/ODt7Y2ePXvCx8cHiYmJ2LFjB6Kjo/Ho0SNISEgAACorK2Fvb483b97A29sbRkZG+PDhA3x9fXH16lXExsZCVla2VnHm5ubCwcEBr169wrlz5+Do6AgAUFdXR9++fbFlyxa4uroK7o2hGlV0dDSePHmCixcvQlRUlGsdISEhLFq0CDY2Nrh58ybbZ5WiKIr6w/1ywiCKov541eWknjVrFgFAjh071kiR1czU1JS0bt2alJWVscoWL15MGAwGiY2NrdM2XVxciLS0NCkvL2eVbdy4kQAgjx8/ZpXFxsYSYWFhsnDhQlZZTEwMR17k4uJiYmxsTLS1tfnav6urK+nSpUu1y9PT0wkAsnz5cj6PSLCio6NJXl4eW1lGRgZRVVUlnTt3ZpWVlJQQBQUF0q1bN7Z83JcuXSIAyM6dO1llERERBADZvXs323YDAgIIAHL27FmeMf38Gc7NzSUdOnQgYmJiJDQ0lKP+6dOnCYPBIB8/fuT/wKnf2q5du4ioqCjbectNZWUlUVJSIqtXr26gyCiKoqiGQIciUxRVrR49egAA4uPjAQDl5eVYvXo1DAwMIC4ujqZNm2LRokUoKSlhW69p06ZwcXHBtWvXYGFhAQkJCZiamuLs2bN87TclJQVv375FWVkZz3pv3rzBmzdvMH78eIiI/H8Aire3NwghOH36dG0Oly3+wsJClJaWsspOnz4Na2trWFtbs8qMjY3Rs2dPthRQZmZmUFFRYdueuLg4nJyckJiYiLy8PJ77Li4u5uj1/N1YWVlxPPerrKyMrl27IjY2llUWExOD7OxsDBkyBAwGg1Xu4uICGRkZnDhxglWWm5sLgLPXmTmcVFJSku/48vPz4ejoiGfPnuHMmTNwdnbmqMN8fy9cuMD3dqnf26dPnyAsLAxhYWGe9RgMBkRERGr8fqEoiqL+LAJp2BJC8OLFC1y9ehUPHz5ERUWFIDZLUVQj+/jxIwCwhtmOHTsWy5Ytg6WlJWsY7vr16zF06FCOdd+/f48hQ4agd+/eWL9+PURERDBo0CBcv369xv0uXLgQJiYmSEpK4lnv+fPnAIC2bduylWtqakJbW5u1vCZFRUXIyMjA58+fcejQIQQGBqJjx46sxlRlZSVevXrFsR8AaNeuHT5+/FhjgzU1NRVSUlI1Dul++vQpSktLYWlpyVfs/CorK0NGRgZfr8rKyjrtIzU1la1Rz7zhwa1RKikpiefPn7P21bZtW0hLS2Pp0qW4desWkpKScPfuXdYzk/w29AsKCtC7d288efIEp06dqnaCIHl5eRgYGCAiIqK2h0n9pmJjY1FcXIwXL17wrPfp0yekp6dDUVGxYQKjKKpGsbGxOHDgAPbv38/3bzdFcfjVLt8TJ06QVq1aEQCsV9OmTcmOHTvYhp7xUlpaSsLCwsj+/fvJiRMnSFZW1q+GRVFULTCHcd64cYOkp6eThIQEcuLECaKsrEwkJSVJYmIiefHiBQFAxo4dy7bunDlzCABy69YtVpmenh4BQM6cOcMqy8nJIRoaGqRNmzY1xuPh4UEAkPj4eJ71Nm/eTACQr1+/ciyztrYmHTp0qHFfhBCyfv16tu+wnj17sm2TOfR31apVHOvu2bOHACBv376tdvvv378nEhISZNSoUTXGcuDAAQKA/Pfff9XWqctQ5Nu3b7MdI69XTe87N/fu3SMMBoMsXbqULU4Gg0HGjBnDVvft27esfWVkZLDKQ0NDiYaGBlssvXr14hj2zA3zM6ynp0dERUXJ+fPna1zHwcGBmJiY1OIoqd9Zr169iJSUFBk9ejTPejNnziTCwsLk2rVrDRQZRVHVef/+PenevTvrO5/BYBAApEOHDuT58+eNHR71h/mlyaO2bt2KOXPmwMnJCZs3b4aJiQkSEhKwb98+TJ8+HbGxsfD19WUbgvZToxp+fn5Yu3YtkpOTWeVSUlIYM2YMNm3axJpYhKKo+vdzr5ienh6Cg4OhpaWFw4cPAwBmzZrFVmf27NnYsmULwsLC0L17d1a5pqYm+vfvz/pbTk4O7u7u2LhxI1JTU6Gurl5tHEFBQQgKCqox3qKiIgBVQ31/JiEhwRreWpNhw4ahbdu2SE9PR2hoKNLS0ljb5mc/P9b5WWFhIQYNGgRJSUls2LChxli+f/8OAALvTWrdujVfveUAeP7bcPPt2zcMHz4czZo1w7x581jlKioqGDx4MA4dOgQTExP0798fSUlJmDp1KkRFRVFWVsb2vqmqqqJNmzaYMmUKzMzM8OLFC2zatAmjR4/GqVOn+IolLS0NEhIS0NHRqbGuoqIi7Rn4w1VWVuLq1asICAjA/fv3UVhYiMDAQFhaWmLKlCkc9Y8cOYLt27eDEAJ5eflGiJiiKKZPnz6hc+fOkJeXx/Hjx9G/f38ICwsjLCwMy5cvR7du3XD//n20bt26sUOl/hR1bRHHxMQQAGTBggVce2aZvQ4XLlyodhvLli0jAIinpyd58eIFqaioIImJiWTFihVEQkKC2Nvbk5KSkrqGSFEUn5i9XXv27CHXr18nt2/fJm/evCEVFRWsOhMmTCBCQkKktLSUY30FBQXi5ubG+ltPT49069aNo97BgwcJABIVFSWQuAXVY/uzcePGER0dHVJYWEgIqXuPbXl5OenTpw8RExMjN2/e5GvfzEmqEhISqq3T2JNH/Sg/P59YW1sTeXl5rr3M2dnZxNXVla0XduTIkWTAgAEEAGuEzsePH4mUlBQ5ffo02/pBQUEEAAkPD+cZB/MzfOjQIaKsrExUVVV59qITQsjgwYNJkyZNanfA1G+hsrKSHDt2jDU6REtLi/To0YO4u7sTKysrAoBYWloSf39/cvXqVRIQEEDat29PABADAwOioKBACgoKGvswKOqfNmjQIKKnp0e+ffvGsSwvL4+0atWK2NraNkJk1J+qzj22fn5+UFNTw8qVK7n2yI4ZMwb79u2Dr68v13QKb968wapVq7B69WosWbKEVa6lpcW6S2NnZ4eAgABMnDixrmFSFFUL7dq14/oc6Y+qG4HRGJgTC6WkpHD00KWkpKBdu3Z12q6bmxv279+Pe/fuoVevXlBSUoK4uDhSUlI46jLLNDU1OZaNGzcOoaGhCA4OZk3EVRPm88xZWVnQ1tauU/zclJaWIjMzk6+6qqqqNU7Aw9zmgAED8OrVK1y9ehUtW7bkqCMvL48LFy7g69ev+Pz5M/T09KCnp4dOnTpBVVUVCgoKAKp66YuLizmeiWX+fkRERKB37941xmRqaorw8HD07NkT9vb2iIiIqLb3Nisri2OiL+r39+3bN0yYMAHnz59Hq1atMGPGDOjp6bG+mywtLWFpaYkHDx5g4sSJrHy1WlpaUFFRwcePH2FlZcXXZ5yiqPqRmpqKc+fOwcfHB6qqqhzLZWRksGjRIgwbNgxv3ryBqalpI0RJ/Wnq3LC9efMm3NzcICYmVm2dYcOGYe7cuSCEsH5wsrKyEBsbi02bNqFJkyZsw9Z+1L17d/Tp0we+vr6YMGHCb3UxTVH/Ij09PVRWVuL9+/cwMTFhlaelpSE7Oxt6enps9T98+MB27gPAu3fvAFTNOiwIFhYWAKryV/7YiE1OTkZiYiIrD2xtMYfH5uTkAKjKfdmqVStER0dz1H306BH09fU5cqzOnTsXgYGB2L59O4YNG8b3vo2NjQFUzUTdqlWrOsXPTWRkJNtQcV7i4+Nr/DeqrKyEu7s7bt68iZMnT8LGxoZnfV1dXejq6gIAsrOz8fTpUwwcOJC1PC0tDYQQjskHmTPXlpeX8xU7UHWD5vz583B2doa9vT3u37/P9cIpPj6eDnH7w3z+/Bk9evRAeno6PD09Wd8BPzMzM4OZmRmKiopQVFQECQkJSElJoaKiAnfu3MHly5fh5OSEixcvQlpaumEPgqIovH79GuXl5TxvWDo5OQEAXr16RRu2FF/qPCtyWVlZjT8GMjIyKC8vR1xcHGbPng19fX0oKSmhc+fOCAsLQ58+fXg2jAcMGID//vsPCxYswPnz5/l+Xo6iKMFj/sBs376drdzHxwcAOFKqJCcn49y5c6y/c3NzcfjwYVhYWLCe4SwrK8Pbt285ekL5TfdjZmYGY2Nj7Nu3j61B5OfnBwaDATc3N1ZZTk4O3r59y2qsAkB6ejrX7R48eBAMBoNtZmI3Nzc8efKErXEbFxeHW7duYdCgQWzrb968GVu2bMGiRYswffp0nsfwMysrK4iJiXFtRP8K5jO2/Lz4ecZ26tSpCAkJga+vLwYMGFCrWBYuXIjy8nLMnDmTVWZkZARCCFvqJAA4fvw4AKBNmza12kfPnj1x/PhxfPjwAY6Ojhy/Hzk5Ofj48SM6depUq+1SjSctLQ22trbIycnBzJkzq23U/khSUhJKSkqs2ciFhYXRs2dPTJo0CZGRkejXrx9N+0NRjYCZou/ndIE/Yi6joysoftW5x9bExAS3bt3iWSc8PBxycnIwMTGBjIwMLCws0LlzZ2hqauLo0aM1flCZH/q9e/di06ZNkJKSgru7O2bPno3mzZvXNXSKouqgdevW8PDwwL59+5CdnQ0bGxs8fvwYhw4dQr9+/Th6A42MjDBmzBg8efIEampqCAgIQFpaGgIDA1l1kpKSYGJiAg8PD7bJohYuXIhDhw7x1XO4efNmuLq6wsHBAUOHDkVMTAx2796NsWPHsvUsnzt3DqNHj0ZgYCA8PT0BAGvXrkVERAQcHR2hq6uLzMxMnDlzBk+ePMHUqVPZvme8vb2xf/9+ODs7Y86cORAVFYWPjw/U1NQwe/Zstv3MmzcPhoaGMDExwdGjR9nitbe358jV+iMJCQk4ODjgxo0bWLVqFc9jrw1FRUWB5cbdvn07fH190bFjR0hJSXEcY//+/Vk3Pjds2ICYmBi0b98eIiIiOH/+PK5du4Y1a9aw5QT29PTEli1bMGHCBDx//hxmZmZ49uwZDhw4ADMzM7aJyPjVv39/7N+/H15eXnB1dcWVK1dYk33duHEDhBD07dv3F94JqqEQQuDh4YGMjAzMmjWLNWS/rgwMDDBmzBj4+flh/fr1WLZsmYAipSiKH5aWlpCRkcHJkyexcuVKrnVCQkIgLCyMzp07N3B01J+qzg3bCRMmoE+fPrh69Sp69erFsfzgwYO4cOECJCQkMGTIELRt2xaioqKs5bq6uggPD0dFRUW1DdxLly6hSZMmWLBgAbKysvD48WMcP34cgYGBWL9+PaZNm0bv4lBUAzpw4AD09fURFBSEc+fOQV1dHQsXLsTy5cs56hoaGmLXrl2YO3cu4uLi0KxZM4SEhHD9vvgVLi4uOHv2LFauXImpU6dCVVUVixYt4utC1dnZGR8/fkRAQADS09MhISEBc3NzBAYGwsPDg62urKws7ty5g5kzZ2LNmjWorKyEra0ttm3bxjbM9eXLlwCq8viOGjWKY5+3b9/m2bAFAC8vLwwcOBAJCQl8ze7b0Jh5QqOiohAVFcWxPD4+ntWwbdWqFc6dO4eLFy+ioqIC5ubmOHnyJEcvt7KyMqKjo7Fs2TJcunQJe/fuhbKyMry8vLBu3Tqeo3t4GT16NDIzMzFnzhwMGjQI586dg4iICE6dOoUuXbrAwMCgTtulGtaRI0dw9epVjBkz5pcbtUyGhobo2bMnVq9ejb59+9Jh6RTVgGRlZeHu7o4dO3Zg4MCBMDc3Z1seHx+PtWvXon///lznsKAobhiEOatCLVVUVMDJyQkRERHYsWMHRowYAQkJCZSXl2P58uVYv349DA0NMXLkSMjJyXGsHxsbC39/f/j6+mLSpEkcy58/f4727dvD2dkZtra2rPKSkhKEhYXh3r17cHV1RUhICE0JRFG/maZNm6Jly5YIDQ1t7FD+SBUVFTA1NcXgwYOxevXqxg7nr5OamopmzZrhxIkTtMf2D1BeXo4mTZpAT0+PNdpCkNvetGkTrK2t6fcVRTWwnJwcdO/eHR8+fMDEiRMxcOBAiIiI4OLFi9izZw8UFBTw4MGDWqego/5ddX7GVlhYGGfPnoWLiwvGjh0LTU1NtG3bFurq6li/fj1atmyJCRMmcG3UFhQU4Pz58xATE8PkyZOxcOFCJCUlAQDy8/Ph7++P7t27Q1NTEx07dmRbV1xcHAMGDMC4ceNw5coVDB48mGOyEYqiqD+ZsLAwVq1ahT179iA/P7+xw/nrbN++Ha1ataKN2j/EiRMnkJWVJbCh9D8SERFB9+7dER4ejs+fPwt8+xRFcUcIQXR0NOuRHx8fH3To0AFt27bF2rVrUVpaijZt2iAuLg517IOj/kF17rH90fv373HkyBGkpKTg0qVLEBISwqxZs9iGHv8oKCgI7969w/Tp0/H06VPcvXsXZWVlUFJSQm5uLsrLy2Fubo7BgwezJnzg5vXr1zhw4AA2b97M9owbRVGNi/bYUhQlKC1btkReXh5mzZpVL9svKSnB8uXLsWDBAq6PVVAUJVj37t3DhAkT8PbtW2hqaqJFixZQV1dHZWUlK5tCamoq4uLikJqaipYtW2L//v3o0KFDY4dO/eYE0rBl8vX1xdSpUzFjxgxWWoefvXz5EoGBgRg1ahSsrKwAAMXFxXjx4gVyc3MhLi6OVq1aQUlJia99njt3Dg8fPsSrV69gZGQkqEOhKOoX0IYtRVGCUFlZCXFxcdjZ2cHR0bHe9uPv7w81NTXcvn273vZBUf+6iooKzJs3Dz4+PjAwMICTkxP09fWrTelJCMH79+8RFhaGhIQELFiwAKtXr4aQUJ0HnFJ/uTpPHvUzQgh27twJc3Pzahu1hBBcvXoVLVq0YEujISEhUee7MM7Oznj16hU2btyIgwcP1mkbFEUJFh3SR1GUIERGRqK8vLzeJ1HT1dVFZGQkR+5tiqIEo6KiAiNGjMCpU6fQr18/dOvWrcYGKoPBgJGREQwMDHDr1i2sX78eKSkpOHDgAG3cUlwJ7FMRFRWFuLg4njkB4+PjkZycDFtbW4H9cIiJiaFjx444duwYsrKyBLJNiqIoiqIaHzOtYJMmTep1P02aNEFeXh59pp2iaikuLg4zZ85Ejx494ODggHXr1iEtLY2j3uLFi3Hq1Cl4eHjA1ta2Vg1TYWFh2NvbY8SIEQgKCsK6desEeQjUX0RgDdvIyEiIi4vzzC/733//QV5eHi1atBDUbgEA7du3R3FxMa5duybQ7VIURVEU1XjevXsHANXO2SEoIiJVA9hKS0vrdT8U9bcghGDhwoUwNjbG0aNHoaqqCklJSaxevRq6uro4fvw4q+7Dhw+xefNm9O7d+5fSarVt2xZ2dnZYuXIlK7UeRf1IYA3bZ8+eQUtLi+cdmISEBDRt2lTgwwfk5eWhrKyMp0+fCnS7FEVRFEU1npKSEgD13+AsKysDUJV5gaKomm3duhUbNmzA+vXrkZiYiJCQEFy4cAFJSUkYMmQIRo4ciZs3b4IQgsmTJ0NHRwc9evT45f326tULTZo0wfTp0wVwFNTfRmAtzJSUFMjLy/Osk5qaWm9JltXV1RETE1Mv26YoiqIoquEpKioCqLp+qE9paWkQExODjIxMve6Hov4GxcXF2LBhAyZNmoQFCxaw3RBSUlJCYGAgrK2tsXbtWkRERODZs2dwcHCAsLDwL+9bREQEdnZ2uHv3Ll6/fv3L26P+LgJr2PIz4UJpaWm93Q2VkJCgz8ZQlAC8ffsWe/bswbZt2xAWFoby8vLGDomiqH9Us2bNICwsjMTExHrdz9evX6GgoFCv+6Cov0V4eDi+f/+OGTNmcF2ekpICDQ0N3L17F926dYOcnBxMTEwEtn9zc3PIycnh0KFDAtsm9XcQWMNWSUmpxoalkJAQKioqBLVLNuXl5RATE6uXbVPUv+DTp0+ws7ODiYkJZsyYgSVLlsDFxQX6+vo4evRoY4dHUdQ/yMrKChUVFYiJiYEAsxOyKSwsxMePH2FmZlYv26eov01qaipEREQ40mxmZ2djzJgx0NPTw5UrV2BpaQkFBQUYGxsL9DFEERER6Ovr49GjRwLbJvV3ENinrE2bNkhKSuL5w6OiosJ1pjRBSE9P5zlxFUVR1YuPj0fnzp3x+fNnBAcHIz8/HwUFBYiOjkaHDh0watQo7N27t7HDpCjqH8PMd5+cnFxvacSePHmC8vJyuLu718v2Kepvo6ioiPLyciQlJbHKHjx4AFNTUxw/fhx9+/bFihUrMGzYMOTm5tZLui5tbW08e/ZM4Nul/mwCa9i2a9cOBQUFbB/yn+no6CAhIUFQu2QpKSlBamoq6weQoqjamT17NkRFRREZGYnhw4ezHhmwsrJCSEgIvL29MX36dHz79q2RI6Uo6l+irKwMGxsbiImJ4dq1awLvtS0pKcGdO3cgKiqKQYMGCXTbFPW3cnZ2hrS0NPz8/ABUpeWys7ODtLQ05s2bBxsbG0hISKC0tBQVFRWQlZUVeAyysrLIz8+nj0tRbEQEtaEePXpAXV0dkZGRGDx4MNc6hoaGiIqKYo29F5SXL1+isrISOjo6OHLkCF6/fo2CggKIiorCwMAAVlZWsLCwgISEhMD2SVF/i8TERFy4cAG7du3imiuSwWBg1apVCAgIwMGDB7FgwQJ8+fIFT58+xdu3b1FUVARxcXEYGRnBysoKBgYGAstTTVEUNWXKFNy9exexsbF48uQJzM3N8eXLFyQkJCAlJQWlpaUQEhKCrKwsdHR0oKurC3V1db6+h0JDQ5GdnQ13d3dIS0s3wNFQ1J9PTk4OkydPxsaNG6GqqorFixdDX18fXl5ebKm5mOdgZWVlnfeVnZ3NOt+ZjzzKyMigqKgIAASeaYX6szGIAG9/rly5EuvXr8f8+fOhpKTEsby8vBwrVqxA69atBXZntKioCJs2bUJpaSkKCgoAVN3hlZCQQEVFBTIyMlBeXg4FBQWMGTMGkydPRrNmzQSyb4r6G8yePRs+Pj5ITU2FmppatfWcnJzw9etXlJWVsXJLysjIQFxcHKWlpcjLywMA6OrqwtvbG2PGjIGKikqDHANFUX+vsrIytGzZEgkJCaxGbFlZGcTFxaGpqQlJSUlUVFQgKysL6enpIIRAQ0MDXbp0Qdu2baudtPLly5cIDAyEsLAw4uLiYGBg0MBHRlF/rvLycowcORInT56EvLw8FixYwNGBVFlZiYULF8Le3h52dnZ8b5sQgtjYWNy/fx9v374FIQTy8vKsCd6ys7ORk5MDAOjYsSOUlZVRWloKCQkJODs7Y/jw4XSG83+UQBu2ubm5MDU1hYyMDCZOnMj1bum1a9dw5coVzJo1C9ra2r+0v7dv3+LIkSMoLCxE69at0b59e+jp6UFKSopVp7y8HMnJyXj+/DmePHmC0tJSrFmzBrNmzRLItOMU9ScjhEBfXx+fP39GZmYmK7UGN/369cPFixfRunVrtG3bFjo6OmwpvvLz8/H161e8ePECz58/h6SkJHbs2AEPDw/ag0tRVJ0VFhbCy8sLISEhkJGRQZcuXdCmTRuoqqpy9NYUFxfj06dPiIqKQkxMDBQUFDBs2DCOSW5evXqFQ4cOobKyEps2bcKcOXMa8pAo6q9w4sQJDBs2DN7e3hznGNOuXbsgIyOD0aNH87XNvLw8nDp1Cq9evYKuri46d+4MU1NTjuHM2dnZOHz4MD59+gRVVVV07doVWVlZuHv3LhQVFXH+/Hl06dLll4+R+rMItGELVDVce/XqBTs7Ozg7O3Nc0JaXl8PHxwcAMH369Dql/yGEIDw8HNevX4ehoSGGDh0KZWXlGtcrLS3F5cuXcefOHdjY2ODChQuQk5Or9f4p6m/x+vVrtGzZEkDVD9SQIUO41issLISGhgZatWrF12iL/Px8XLhwAU+ePEH//v0RHBwMSUlJgcZOUdTfLy4uDs7OzkhISEDv3r3RrVs3vm9Kp6enIyQkBB8+fICtrS1cXV1RXl6OsLAw3Lt3D8LCwujYsSNu375Nb3RTVB107doVaWlpmDx5crV1wsLCcP/+faxcubLGa/6kpCTs3bsXhBC4ubnBwsKi2rpnzpxBVFQU9uzZg9GjR7OGQH/58gWenp54+vQpnjx5ghYtWtTp2Kg/k8AbtgCwdetWzJkzB926dYOrqytERNgf5U1KSsKOHTvQrFkzjBkzptZpei5duoSbN2+iT58+6NGjR617gz58+ICAgACYm5vjxo0b9Lka6p9169Yt9OzZE+3bt0dpaSkiIyO5Pou+efNmzJ8/H4sXL67V8OJXr17h6NGj6Nq1K8LCwuotjzVFUX+f2NhYdOvWDaKiovD09OT5qER1Kisrce/ePVy4cAFNmzZFbm4usrOzISQkhJYtW+L27dtsI08oiuJPfHw89PX14e7uDktLy2rrff/+HWvWrMHgwYPRsWPHauulpaVh586dUFRUxIQJE3hOOJWTk4NVq1Zh7dq1mD9/Psfy/Px8GBsbw9nZGf7+/rU7MOqPVi9PXM+ePRs7d+5EZGQktm3bxjFFv5aWFsaNG4f4+Hjs2LEDycnJfG/75cuXuHnzJvr27YuePXvWaYhj8+bNMWHCBLx48QIzZ86s9foU9bdgXtC5u7sjNjYWTk5OePnyJWt5VlYWVq1ahfnz56Nbt261fmbW3Nwc48aNw7179zBr1iyBxk5R1N8rKysLdnZ2EBMTw+TJk+vUqAWqJpaxtbXFiBEjEB8fj/z8fFRUVKBXr164c+cObdRSVB09fvwYAKodgsykrKyMVq1a4cqVKygsLORap6KiAkeOHIG0tDQmTZpU4yzKz549g6ioKCZMmMB1uYyMDMaNG4ejR4+irKyMj6Oh/hb1NpXY1KlT8eTJEwDA9u3bsW3bNkRERCApKQkVFRUwNDTE1KlTUVpaii1btuDs2bM8U4kQQvD69WscPXoUZmZmsLW1rVNchBBkZGRAVFQU9vb22L9/P65fv16nbVHUn65NmzbQ19dHZGQkrly5gnfv3sHCwgImJiawtLSEhoYGVq9ejR49eqBv37512oehoSH69OkDX19f3L59W8BHQFHU32jatGnIzs7G+PHjOSaBqaysRExMDAICAuDj44OdO3ciLCwMWVlZ1W6vbdu26NWrF0pKSrBy5UpcvHiRPopEUb/g+fPnUFZW5muSpv79+6OkpARnz57lmrLr5s2bSE5OxsiRI/kaRZmTkwNtbW3WZFLctGrVCoWFhaxJpqh/g8DS/XBjbGyM3Nxc6OnpQVxcHKdPnwYhBEJCQhAVFUV5eTkqKioAABEREbh37x60tbWhq6sLNTU1iIiIoKSkBMnJyfjy5QvS09MhKiqKIUOG1LqnlhCChw8f4v79+6weYiEhIcjIyGDatGmIjY0V+PFT1O9OSEgIM2bMwLRp09CrVy/Ex8fj0qVLcHd3R0VFBXr27ImOHTv+cg66Ll264OXLl5g6dSr+++8/OpkURVHVunbtGo4ePYphw4ZxXLhmZGTg4MGDSElJgaWlJRwdHZGfn896RMne3h6Ojo5cv2McHBzw+vVrnD59GkuWLKHfQxT1C7KysvieeVhRURFubm44evQo5OXl4eLiwjr/SktLcefOHXTp0gW6urp8bU9SUhLfvn1DSUlJtY84ffnyBcLCwnR25H9MvTZs3dzckJeXh5EjR6JFixYoLi5GUlISUlNTUVZWBmFhYaioqEBHRwfi4uJ4+fIl4uLiEB8fjydPnqC8vByioqJQV1dH8+bNUVBQAEtLy1rfZSWE4OTJk4iKikK/fv0wevRoNGnSBE+fPsXOnTvx7t077Ny5E9OmTaund4Kifl+TJ0/Gixcv4O7ujiNHjkBfXx8FBQUYNWoUrKysBLIPQggsLS1x6tQprF+/Hubm5lBSUoK5uTn90aEois2WLVugp6eHdu3asZXn5ubCz88P8vLyePToEdvy/Px8bNmyBStXroSQkBB69erFsV1hYWH069cPu3fvxq1bt2qVfoSiKHZCQkJce1+r07ZtW+Tn5+P8+fPIyMjAoEGDICMjg+fPn6OwsBDdunXje1sWFha4fPkyQkJC4O7uzrG8oqICe/fuRZs2bbjOG0L9veqtYfvx40eEhYVBWFiYlRtOQkICBgYG1eaKa9u2Ldq2bct1WVxcHKKiong+eF6d6OhoREVFITAwEJ6enqzyDh06YOzYsejfvz/mz58PDw8P+rwN9c8REhLCgQMH0KNHD+zevRv+/v6QlJRE69atf2m73759Q1RUFOLjPyApKRllZVWjMxYvXsyqw2AwYGzcHO3bd4anpye6detGe1Eo6h/24cMHXL9+HcOHD+f4Lrh9+zYqKipw9+5djnSBMjIyWLFiBcrKyrBp0yZ07NiR601wAwMDaGhoYM+ePbRhS1G/QFNTE9+/fwchhO/fbVtbWygoKLBuctva2uLz589o1qxZrebwUFNTg7m5OaZNmwYDAwN07tyZtaykpATe3t54//49bGxsan1c1J+t3hq2hw8fhpiYGNTV1TlmRa6Lr1+/QkJCAhoaGrVe98GDB+jVqxdbo5ZJXFwcBw4cgK6uLg4fPoypU6f+cqy1VVBQgJycHMjLy9MZmqlGwWAwMGLECHTs2BHNmzeHoaFhnc/b2NhY3LlzC3Fx76GkJAonJxm0basOKytJNGsmBnFxIZSXE6SmluHZsyI8fZqFGzdOIigoCKamLTB16gyMHTtWIN8bFEX9WS5dugQxMTGONB+lpaV4/PgxJk2axNGo/dGcOXPg4+ODhw8fwsHBgWM5g8FAu3btEBYWhrKyMlaKEIqiasfKygoFBQX4/v17rRqlFhYWMDAwQFhYGK5du4bKykp07dq11vsfNmwYDhw4gC5dusDW1hY2NjbIzMzE8ePHkZmZiRYtWiA+Pr7W26X+bPU2eVRCQgKkpaUFNswwOTkZWlpaHMnYa5Kfn48vX77Aw8Oj2jqampqwt7dHWFjYr4ZZK1FRUXBzc4O8vDy0tLQgLy8PNzc3REVFNWgcvFRUVNRqqAn1Z7t06RIYDAZ0dHRqvW5BQQGOHj0Cf39/yMom4/BhXSQlmeDIET1Mn66KLl1koKUlBhUVEairi8LCQgpeXsrYs0cbb98a4uZNA5iYfMPkyd7o1Kk93rx5Uw9HSFHU7+zp06fQ1NTkSAP47ds3FBQUYODAgTzXV1RUhJ2dHc8LWj09PZSVleH169cCiZmi/kUdOnSAqKgo/vvvv1qvKysri6FDh2Lp0qWoqKiAurp6rbchKSmJSZMmYdSoUUhKSsLOnTtx4sQJmJiYYN68ebCwsMCXL19QWlpa621Tf656a9jKysqiuLhYYNsrLi6uU28m8wOtpKTEs56ysjKKiorqFFtdMHN7xsbGwsfHB2FhYfDx8UFsbCy6du2KI0eONFgsP0tOTsbixYuhqakJERERSEtLY/jw4Xj48GGjxUQ1jCdPnqCyshKKioq1Wu/9+/fYtGk93r17iaAgXTx+3ByjRilBQoK/rxgGg4EePWRx+rQeIiKaIy8vDm3aWGDHjh11OQyKov5QT58+5dojy5xoUlJSssZtSEpKsupzo6WlBQCszA0URdWekpISqzOmsrKyTttgTvxU15ETIiIisLKywuTJk7F8+XIsXrwYAwcOhLq6OmubtGH7b6m3hm3//v1RVFQksGm2hYSEeP5QVUdGRgbi4uI8e0ErKysREREBfX39XwmRb2/evMHo0aPh7u6OV69eYdq0aXBycsK0adPw6tUruLu7w8vLq1Fman7x4gUsLCywe/duDBw4EAcPHsSSJUvw5MkTdOrUCXv27GnwmKiGExMTU6d1/P33wsqKgTdvjODhofRLz8l26CCN588N4O2tgBkzZmDhwoV01ABF/SMyMzO5jvRSVFSEkJBQjTdYKyoq8OjRIygrK1dbR1xcHKKiooiOjv7leCnqXzZjxgx8+/YNDx48qNP6IiIiYDAYAu0IYyopKQGDwaCTR/1j6q1ha2NjAy0tLaSkpAgkObKCggK+f/9e6/XExMRgZWUFPz+/anPcnT17Fp8/f8a4ceN+NUy++Pr6QllZGXv37oWwsDDbMmFhYezduxdKSkoN3ogsLCyEk5MTdHV18fHjR+zatQteXl5YtGgR4uLiMH36dEyZMgV37txp0LiohlNQUABhYWHk5eXxVT8uLg5BQYFwdZXF5cvNoKUlVvNKfJCQEMK2bVrYulUTGzZswOrVqwWyXYqifm/l5eVcy+Xk5GBqaopdu3bxvMkdFhaGr1+/okOHDjXuKzExsc5xUhQFtGvXDt7e3ggLC0NaWlqt1xcWFkaTJk2QkpIi8NiSk5N/ab4Q6s9Ubw1bBoOBvXv3orKyEu/fv//l7eno6CAtLQ0lJSW1XrdHjx4oKCiAg4MD23N75eXlOH78ONzd3aGpqVmnGZfr4vz58xg5ciTHM0RMYmJiGDlyJM6dO9cg8TAdP34cqampCAkJ4ZgIQEhICD4+PmjdujW2bdvWoHFVJzk5Ge/fv+e7EUbVTFxcHNLS0nxd8OXk5ODw4UD07CmN48d1ISYm+K+TWbOaYPVqdSxfvhxXrlwR+PYpivq9iIqKVvud3qNHD8TGxmLixIlcG7evXr3CmDFjYGRkxDMfZklJCcrKypCamiqwuCnqX7Vx40Y0a9YM/v7+SE9Pr/X6Ojo6+PTpk8Dj+vr1K6ytrQW+Xer3Vm8NWwBwdnaGqalpnYcoMFVWViIjIwOEkDpN9qCiooKJEyfi48ePMDMzQ7t27dCnTx/o6elh+PDhKCkpwdSpUxsszUh+fj7U1NR41lFXV0d+fn6DxMN08uRJ2NnZVZuOicFgYOzYsQgNDUVBQUGDxsZECMGRI0dgbW0NLS0tGBkZQUVFBaNGjarTMFqKnb6+PoSFhfHx40eez8wQQnDqVAikpCoQHFw/jVqmxYvVYG8vj3HjvAT2aMPfqrKyEteuXcOWLVuwbds2PH78mA7jpv4oioqK+Pr1K9dl+vr6GDJkCAICAmBsbIxt27bh7t27CA0NxciRI9G2bVtISkrC3d2d5+95UlISAAhkNBlF/etkZGRw48YNKCkpYefOnXjx4gXf61ZWVkJUVBTJyckCHUGRmJiIr1+/1jjZHPX3qdeGLYPBwKxZsxAbG4vPnz/XaRuFhYXw9fXFjRs3oKCggPv379dpOzo6Oli8eDHc3d1RXl6O+Ph46Ovro3PnziCEIDAwEM+fP6/TtusSS037evbsGc87zvUhOzu7xtlw9fT0UFlZ2Si9pIQQTJkyBe7u7lBVVUVISAhu376NNWvWICIiAh06dMDdu3cbPK6/Sdu2bVFcXIzs7Gyez3g/e/YMMTFvsG+fFpSV63eYD4PBwIEDWsjJycDcuXPqdV9/sosXL8LQ0BC9evXCqlWrsHjxYrRv3x7W1tZ49uxZY4dHUXxRVVVFcnJytRO+tG/fHtOmTYOcnBzmzZsHW1tb9OnTB9euXUPv3r0xZcqUGrMxfP78GUJCQjTVD0UJiJaWFiIjI2Fubo6goCDs3bsXcXFx1d4gr6iowMuXL7Fjxw5ERUVBWloat2/fFlg8d+7cgYaGBvr06SOwbVJ/hnofeO7h4QE/Pz+cOHECs2bNqnb4LTdFRUXw9fVFZmYmJk+ejKKiIgQEBODVq1cwNzevdSwiIiKwtLSEpaUlgKqhlBs2bIC5uTkyMzPRtWtXhIeHo1u3brXedm14eXlh/vz5WL9+PfT09DiWf/78GWfOnMHGjRvrNY6fqaur1zhh1Zs3byAuLg4FBYWGCQrArVu3sHv3boSFhaG0tBT+/v4YP348a7mtrS0mT54MV1dX9O/fH1+/fhVYmql/ja2tLZYvX44mTZrg5s2bMDEx4UixRQjBjRtX4eIij379FBokLl1dMaxcqYp58wKxYsVKaGpqNsh+/xRnzpzBoEGD4OjoiKNHj6JDhw6orKzElStXsGzZMtjY2ODu3bus776GRghBREQE/Pz8EB0dDQaDgbZt28Lb2xsdO3ZssNEy1O/PzMwM9+/fx/Pnz9G+fXuudZo2bYqmTZuiqKgIeXl5EBERgYKCAl/pAAkhePz4MWRlZRv0d4yi/maVlZVYt24dIiIioKGhge/fv8PPzw9ycnLQ1dWFhoYGREVFUVJSgqSkJCQkJKCgoACKiooQFhaGjIwMnj59CisrK5iamv5SLG/evEF0dDT2799Pn6/9B9Vrjy1Q1Zg8fPgwsrKyEBwczPfMxoQQHDt2DN+/f8eUKVNgaGiIVq1awczMDKdOnfrlYbqVlZUICQmBiIgIBg8ejClTpkBLSwvOzs71nttu9OjR0NLSQq9evTjyf/33339wdHSElpYWRo8eXa9x/Mzd3R1RUVHVzhRZUlICf39/DB48uEFmmSOEYNGiRejZsyfevXsHdXV12NvbszVqmaSkpBAQEICcnBwEBwfXe2x/q65du8LIyAiysrL49OkTIiMjOep8/PgRKSnfMHMm/wnZBcHLSxni4gwcOHCgQfcLVE2qtX//fnTv3h2tWrWCjY0N/Pz8fovnu4uKijB+/HgMHDgQoaGhrIaisLAwnJ2dce/ePRgaGsLb27tR4isvL4eXlxe6du2Kx48fw8nJCY6Ojnj48CE6d+6MsWPH1mnGe+rv1LVrVzAYDNy/f7/GYfSSkpJo0qQJlJSU+M5x/+HDB6SmpoLBYKBVq1aCCJmi/mmEEIwfPx47duxA//79MW/ePCxatAhTp06FtbU1ysrKEB0dzbphJSQkhC5dumDOnDlYvnw55s6dC0IIJCQkEBISgoyMjDrHkpGRgZCQENjb22PMmDECPErqT8EgDfQA1qVLlzBw4EAYGhpi+PDhNfaoPX36FEeOHMHo0aPRunVrVnlOTg42b94MRUVFTJo0CVJSUrWOpbKyEmfPnkVERATGjh0LMzMzAFUNt+3bt0NDQwOPHj2qlzs9//33H/z8/BAaGoqUlBSUl5ejY8eOaNGiBeLi4hAVFQUVFRWcPXsWXbt2Ffj+eSkrK0ObNm2Qn5+P0NBQtGzZkrUsJycHnp6euHz5Mh49esT2b1JfDh8+DA8PDzg5OSEjIwOPHz/GsWPHMGzYsGrXsbe3h5iYGMLCwuo9vr/V3r174e3tjZYtWyIuLg7e3t5o2rQpa/mhQ0HIz49DXJxRg/e0TZiQgNBQEXz5kthgd2JfvnwJJycnpKSkwNHREc2bN0d8fDzCw8OhoqKCsLAwtG3btkFi4ebQoUPw9PTEhw8fqn0+/uLFi+jbty+io6NhZWXVoPHNmTMH27dvx4EDB+Du7s5qgFRWViIoKAjjx4/HrFmzsGnTpgaNi/o9vXv3Di1atAAADB06lK/ZjflVXl4OHx8fAFWTDx45cgQjR44U2PYp6m9UUFCA58+f4+nTp3jx4gWys7NRXl4OCQkJGBgY4Nu3bwgMDMTw4cPRrl27Ou0jNzcXO3fuRF5eHqSkpDBu3Lhaj8xKSUnB/v37oaCggMjIyBrnsqH+TvXeY8vUp08fXLp0Campqdi4cSMeP35c7V36iooKXLhwARYWFhwNKHl5eUycOBGZmZnYuXNnrR82z8/Px6FDhxAREYFBgwaxGrVA1YywQ4cOxYsXL7Br167aHyQP8fHxcHBwgLm5OY4fP46mTZti4MCBcHJywrdv33D9+nV8+fIF+vr6yMvLQ/fu3TFu3LgGnSwnMzMTzs7OyMzMRKtWrWBnZ4cFCxbA09MTGhoaCA0NxZQpU1gXHfUpLy8Ps2bNgrCwMK5fv47c3FwA4Jit+WeqqqooLCys9/j+ZuPGjUO7du2QlpYGTU1N7N27Fx8+fABQdWf23bu3GDFCvlGGjw4frojk5LQGy/GckpICBwcHqKmp4cOHDwgPD8fOnTtx6dIlxMfHo1mzZnB0dKx2spuGEBkZidatW1fbqAWqJvITExPjmc+7PmRkZGD37t1YtmwZPD092XrVhISE4OXlhSVLlmDXrl3IzMxs0Nio31Pz5s2ho6MDFRUVnD9/vto0fXVx7do1pKamwtTUFEJCQrC1tRXYtinqb8Icsu/p6QFlZSV07doV8+fPRkzMGZSW3gKDcQ9ZWdcQFLQdQUFB6NKlS50btUBVOq/Ro0ejrKwMoqKi8PHxwfXr16tN//Wj8vJyXL9+HVu3boW6ujru3btHG7X/sAbrsWVKS0uDt7c3zp49C3l5eVhZWaFp06bQ1NSEpKQkysvLERkZiatXr2LevHnV3rFJTU3F4cOHkZqaCltbW3Tt2hWKiorV7rekpATR0dG4fPkyKisrMWTIkGp7HY8dO4aUlBTEx8dz5Jmti6CgIEyePBmSkpJwcXGBubk5z+0WFxfj4cOHuHLlCpSUlBASEoIuXbr8chzV+f79O+bMmYPg4GAwGAwYGhpCWFgY6enpKC4uhpCQEGRlZUEIwZcvX6CsrIyFCxdixowZAnl/fvbw4UO4ubkhLS0NvXr1QseOHSEmJoYlS5Zg2bJlWLx4Mdf1KisrYWBgAENDQ1y7dk3gcf1L3r59i7Zt20JTUxOEEHz8+BG2trZo3749NmzYgNDQZnB2lm/wuPLyKiAv/x8CAgLh6elZ7/tbtmwZtm3bho8fP6JJkyYcyzMzM9G8eXOMHTu20Xocx40bhxcvXuDJkyfV1iGEQFpaGuvXr8f06dMbLLbdu3dj9uzZSExMhKqqKtc63759g7a2NrZv395ow6Wp38v69euxZMkSMBgMKCkpYdq0aZCVlf2lbT569AjHjx9H79698fLlS1hbW+P8+fOCCZii/iKxsbEYN84LEREP0bSpJCZMUICjoyzMzCQhKsp+Q3vkyC+4fLkS8+cvgri4+C/v+/Lly7h58yYmTZqEPXv2QEZGBtbW1jA1NYWWlhbrMbji4mIkJSXhzZs3ePz4MQoKCjB37lysWLGiQR6Vo35fDd6wZYqJiYGvry9Onz7NNe+Vrq4uZs2axXMb8fHx2LFjB8TExFBWVoYWLVpAT0+P9eEvLy/Ht2/fkJCQgNevX6OkpAStW7fGgAEDICcnV+12v379Ch8fH4SGhsLZ2fmXjnPHjh2YMWMG2rVrhwEDBtTqhMvMzERwcDASExMRFhaGnj17/lIs3ISHh2P06NEoKCiAnZ0d2rdvz3N497dv33D37l1ERkaiXbt2OHbsGPT19QUWz61bt+Ds7Ax1dXWMHDmSrYf2+PHjSEhIwNu3b7le5Jw/fx79+/eHsLAwTpw4ATc3N4HF9S+6c+cOnJycoKamBgMDA9y9exciIiIoLi5GSooZ1NUbZ0ZRY+P3sLPzxO7du+t9X9ra2nB1dYWvr2+1dWbNmoVDhw4hIyOjUXqxd+3ahVmzZuHr16/Q0NDgWufOnTvo3r07bt++3WC9VNnZ2XBxccHXr19r7NHW1dWFm5sba5go9e/KzMzEkCFDcOPGDZiamuLLly+QlpaGl5cX1NXVa729yspK3LlzBxcvXkTHjh3RrFkzHDt2DDdv3kSPHj3q4Qgo6s9UXl6OrVu3YvnyZWjaVARbtqihd285CAtz/1379q0MOjqx6N27D7p37y6QGAoKCrBy5UosX74c5eXl2L59O7Kzs1nP2//YsAWqsiaIiYlhxIgR2LJlC88OLurf0GgNWyZCCJKTkxETE4OCggKIiIhg9OjRaNu2LZycnHiue/PmTVy7dg3Lly/H8+fP8erVKyQmJrLlWBUVFYWmpiaMjIzQsWNHKCkp8RXXmjVr4OHhgS1bttT52M6ePYuBAweiR48e6NOnT50uesvKyhAQEIAvX77g2bNnAh0GfPToUXh4eMDY2BhDhgyBvDz/PXCfPn3C8ePHISQkhNu3b8PExOSX43nz5g2sra2hq6sLLy8vjhm009LSsH37dlhZWeHQoUOsBnVlZSUuXLgAd3d36OjoQEJCAjExMbhz5w46der0y3H9yx4+fIghQ4YgLS0NnTt3xocPH5CZmYi8vNrPSi4o/fp9QllZZ4SFhdfrfsrLyyEqKoqDBw/Cy8ur2nrHjx/H8OHDkZeX1yizcWdnZ0NLSwtjxozBzp07OZZXVFSgV69erLvb9d34JoTg5MmT8Pb2RlZWFmRlZfH9+/dqn4kuKyuDkpISKioqEBgYiMGDB9NZkv9R3759Q/fu3fH161cMHToULVu2RHp6Ovbv34/MzEw4OjrC1taW7+fr09LSEBISgk+fPqFnz57o0qULtmzZAldXVxw7dqyej4ai/hzFxcUYOnQwLl0KxaxZKli1SgOSkryfVvT3z4C3dxJWr14DaWlpgcWyf/9+fP78GQUFBWjdujU6deoEGRkZ1vU9IQQyMjLQ0dGBsLAwHj58iIcPH0JBQQH79+//5Q4p6s/W6PNgMxgMaGlpQUtLC0DVM22ZmZnQ1taucd2EhARoaWlBSkoKnTt3ZuWkzcvLQ2lpKYSFhSEnJ1en4bJaWlrVzg7Mj/T0dEyYMAHm5uZ1btQCVQ1zT09P+Pj4wNPTEw8ePBDI8N/r16/Dw8MD1tbWGDJkCN8zSjLp6+tj2rRp8PPzQ8+ePfHy5ctqhxryo7y8HJ6enqznLLilhVJTU8P48eMREBCA5s2bo2vXrmjSpAmio6Px+fNnmJqawt3dHaKioti9ezfc3d3x6tWrOk0wRlXp0KEDXr9+jfnz52Pfvn0ghEBRscEezedKUlIIubn1/xy1sLAwxMTE8P37d571mD21ghiGVRcKCgpYt24dZsyYgcrKSixcuJD1fRobG4v58+fjzp07CA0NrfcGY2lpKcaMGYOjR4/CwsICgwcPxt69e3Hx4kUMGDCA6zrnz59Hfn4+jI2NMXToUFy6dAkBAQG1Sg1H/fmKiorg4OCApKQkTJkyhdU7q6qqijlz5uDKlSsICwvDnTt30LFjR1haWkJNTY3jt6uwsBCfPn1CREQEYmNjIScnhylTpkBHRwd+fn6QkZER+BwaFPUnKy0txYAB/XD79g1cutQMTk7Vj2j8UXR0ITQ11QTaqP369Svev38PaWlpjB49Gs2bN2ctY/6u/axv376wsbHByZMn4eLigh07dmDatGkCi4n6szR6j+3PYmJi0KpVK0yfPh3NmjXjWdfHxweampoYOnSowOMICwtDbGwsEhIS6rT++PHjcfz4ccyfP/+Xnw0CqnpId+3ahX379mHs2LG/tK2cnByYmJhAXl4e48ePr3Wj9udtbd68Gb1798bJkyfrvB1fX19MnToV06ZNY5uBl5vS0lI8e/YMMTEx/2PvrMOqyro//rn30pIS0mBgIIoKogIWFurYhd3d3TmO3R3Y3TV2B6IIKgqKiog0ooDScOP3hy/3N4yAxGXeeWf4PM88z8g9e5997j3n7L3WXuu7yMrKQk9Pj3r16mFtbS1fuMfGxrJq1SpmzpzJwoULizyuUv6fmJgY+vTpw9Ond4mPt/t5gxKie/dQEhLqcP36zRI/V+fOnXn79i0vX77M0yh0cHAgOTmZ9evXU7duXfT19Ut8XH9GIpEwYsQI9u3bh0QioVq1amRmZvLu3TtEIhESiQQjIyM6dOjAqFGjqFWrlsLHIBaL6dq1KxcvXsTDw0OuFL1p0yYyMzN58OABFhYWOdqEhYXh6uqKmpoao0ePxs/PT54HeerUKZSV/zvh7qX89UydOpV169YxceLEPBewMTExeHl58eTJE9LT01FRUcHY2Bh1dXWkUikJCQnyUiHm5uZkZmaSnJzMxIkTOXz4MHFxcdy5c+cvVwYvpZS/M8OHD2Pv3t38/rs1LVoUfL3q5PQOsKV3794KGUdsbCzr16/HyMiIYcOGFXpTQiaTcf78eW7fvs3u3bv/8pKZpfw9+NsZtoGBgdjZ2RXIsF25ciXW1tZ069ZN4eO4cuUKz549IyYmptBtExISMDU1xc3NjZYtWypsTLt27UImk/HixYs8F9kvX77k3LlzJCcnY2lpiYeHxw/h1+PGjcPT05Np06YpJB8huzTTpUuXaN26daHby2QyqlSpgqamJv379y/2eLI5deoUr1+/JiIi4r+2m/ZPY8OGDUydOpGUlBooKf13wkVbtAhBW7s5p06dKvFz3bp1i2bNmrFkyRJmzpz5w+fZOfSqqqpkZGQgEolo164dY8aMwc3N7S8Jqb1z5w6DBw8mJCQECwsLdHR0kMlkaGhoYG1tLS/HEBoaytOnT0lMTMTd3Z0dO3b8YGgWh5kzZ7Jy5UoGDRqUQ20+ISGBTZs2IZPJGDlyJO3atUMmk3HhwgW2bduGUChkzJgx6OrqAt9TEnbt2sXkyZNZvny5wsZXyt+Xx48f4+zsTJs2bWjevPlPj8/IyCA8PJzw8HCio6PJyMhAKBSira2NhYUFFhYWGBkZkZiYyNKlS5FKpejo6HD58mXq1q37F1xRKaX8b3D16lXc3d3Zts2c4cMLV5u+WrW3lCtXl06dOhV7HBKJhPXr15Oens6ECROKHGknk8k4evQoL168ICAgQKEaMKX8b/C3M2y/fPmCgYEB/fr1o06dOvkeu2HDBvT09Ojbt6/Cx3HmzBkiIiLkZU4Kw+bNm5kwYQLz589XyG5tNq9fv2b79u34+Pj8MDlHRUXRp08fbt++jY6ODmXLliUiIgKRSMTEiRNZvHgxQqGQr1+/YmpqSqNGjXB3d1fIuGQyGevXr6dy5cpcvXq10O3v3btH48aNGTNmTI6wk+ISExPDsmXLOHbsGN27d1dYv/9mskWIXr6sgp2d+l9+fplMhr7+K1q27MzKlSsVapjlxYgRI9i+fTvu7u6MGjUKGxsbQkJC2L59O+fPn5fn0H/58oWgoCDu379PbGws7u7u7Nmzp0iCNwVBIpHIa8RWrFiRDh06YGlp+dM2/v7+nD9/HrFYjKenJz169Cj2WHx8fGjQoAGtW7emRYsWP3z+7ds3rl+/jq+vL2lpaQCoq6tTt25dWrRo8cN78saNG1y6dImHDx9Sr169Yo+vlL837du3x8/Pj8mTJytcaf/evXucPn2aBw8e4OLiotC+Synlf5mvX79iZ1eNatVSuXrVutCO2Bo13qKrW0chQp137tzh3LlzjB8//qdRez8jIyODlStXYm9vz40bN4o9tlL+t/jvJsvlgr6+PhYWFgUKATY2NiYyMrJExhEdHZ2jHJBMJiM8PBxvb28ePHjAy5cvyczMzLWtl5cXlpaWCjVqASpXroyysjIPHz7M8ff4+HiaNm3K27dvOX78OHFxcYSEhBAeHs7UqVNZtmyZvMTH4cOHSU9Pp0GDBgobl0AgwNnZmWvXrhESElLo9vfu3aNMmTL51uEsCsbGxhgbG3P//n2F9vtvpnbt2gD4+aX9V84fFpZFQkIWx44dw9LSEicnJ/bv309GRkaJnG/Pnj3s3r0bXV1dnj17Rvv27alWrRpt27bFz8+PXr16yXPoDQwMcHV1ZcaMGQwcOJB79+5hY2ODl5eXwsclkUjo27cvGzZsoGPHjowePfqnRi18zxuuU6cO06ZNo3LlyvTs2ZPdu3cXezzjx4/H3Nw8T5VZbW1tunTpwoIFC5gyZYq8LEPnzp1zfU82bdoUCwuLv7Q0USn/HT5+/MjFixdxdXUtkfJx9erVQ1lZmSlTpii87/8lnj9/zrBhwzAwMEBJSQkjIyNGjx5NYGDgf3topfyX2Lp1K58/f8LT06xI0UUVKigTFxdb7HFIJBLu3LlD3bp1i23UAqiqqvLLL79w8+ZN/P39i91fKf9b/O0MWwAXFxfevHnDzzaTLS0tiY2NJTVVsUIyYrGY8PBwateuzdWrV+ncuTOGhoZYWlri7OxMw4YNqVmzJlpaWjg6OrJ27docReSfPHmSZ45QcRCJRJiZmeHn55fj72vXriUqKoq7d+/SrVs3eV5auXLlWLRoEevWrWPTpk0EBgZy584dypcvXygF5IJQs+Z3ldyiGJG+vr6Ym5uXSNimqalpsUTASsmJjo4OlStX4N695P/K+bPPO3nyZPr3709SUhL9+/enVq1a+Pj4KPRcu3fvZtCgQTg6OjJnzhxmzJjBjBkzGDt2LNOnT2fKlCk4OTn9cN8KBALs7e2ZNWsWhoaGNGvWDG9vb4WObdasWRw7dox+/frRpEmTQufJa2ho0KdPH5ydnRk6dGixvNrPnj3j0aNHNG/e/KeGiaqqKubm5piZmeWbHiASiWjWrBmPHz/m6dOnRR5bKX9/jh8/jrKyconlvaqqqlK3bl2ePHnyUyG4fyrLli2jdu3aXLp0ieHDh7Nx40YGDhzIqVOnqFGjRqmY1r8QiUTCtm2b8fDQwdKyaEJ9deuqExERjlQqLVJ7sViMn58fK1euJDExkYYNGxapn9yoUaMGurq6bNu2TWF9ZpOZmcmRI0do1qwZNWrUoHHjxuzatYusrCyFn6uUwvO3NGwHDRpEVFQUHz58yPe46tWrIxQKFb6g9ff3Jy0tjV27duHu7s6TJ09wdHRkyJAhTJ8+nZkzZzJ27Fjatm2LRCJh2rRpmJqa8uuvv5KVlUVMTEyBywoVFj09vRy71GKxmJ07d9K/f/88dzxHjBhBuXLl2Lp1K0+ePCmQ4nRhUVNTw9jY+AejuyCEhYWV2PdlYGBQZAGwUnKnZ8++HDv2jW/fJH/5ubdvj8fGpiIWFhbUrl2bESNGMG3aNFJTU2nQoAFr165VyHl8fX0ZNmwYzs7OdO/eHSUlJQQCAcbGxlSsWBETE5OfOmI0NTUZOXIkpqamdOjQQWGL6ocPH7Jy5UratGlTLBEooVBIly5dqFSpEgMHDuTbt29F6mfv3r3o6enlyKtVBNWrV0dPT4+9e/cqtN9S/l48efIECwuLEtVBqFSpEhKJ5C+pff13w9PTk5kzZzJ37lxCQ0P57bffGDlyJMuXLycsLIyJEycybtw4jh49+t8eail/IZcvX+bjxwhGjSpcXu0fad5ci5SUdN68eVPotu/evWPp0qUcOHCA9PR0ypYtq9DUIpFIRI0aNRQaipydv2toYEDfXr24desWAQEB3Lt3jyFDhqCjocGwYcN49+6dws5ZSuH5Wxq2zZo1w8bGhsuXL+frCdLS0qJmzZo8ePAAsViskHOLxWLOnj0LfH8wxo8fz+TJk2ndujV2dnaYmJhQrlw5KlasSOPGjRkwYADz5s3D2dmZBQsWULduXbKyskpMNEYgECCRfDcokpOTWbNmjTyfLy9UVFRo3rw5L168IDw8vFhlefKjbNmyfPz4McffpFIpb9684c6dO9y+fZvAwMAffiuJRFIsZeb8EAqFCrs3SvnOsGHDSE+XcuBAfIn0n5oqxds7BU/PL2zYEMfWrZ+5du0b9+8n4+WVjItLTq+uqakp48ePp0mTJkyaNIkVK1YU6/wZGRn069cPMzMzunTpUqxnWUVFhQEDBpCamsqYMWOKNS74PrEOGzYMKysrmjZtWuz+hEIhPXr04PPnzyxevLhIfTx8+JCKFSsqPIxUJBJRsWLFH1IvSvlnUVIRTn8ke8G8Z8+eEj3P342srCzmz59P7969WbRo0Q/1f1VUVFi1ahUdOnRg3rx5Rd55K+V/j0uXLlGlShnq1i16OcR69TSoWVODBw/uFbhNtnDg5s2b0dXVZfr06ZQtW7ZAqTSFxdzcnODg4CI7bf/Ix48fadakCT179sQwJYU5Kir8rq7Ocw0N/DQ0OKymxhCBgBOenlSpUoWJEycqPJq0lILxtzRshUIh27Zt4927dz/NT2vZsiUJCQlFEi36M1KplHXr1pGcnEyHDh0YPXo05cuX/+nCVltbm/bt2zNhwgSio6ORSCR8+vSp2OPJjZSUFPT09NiwYQOmpqbMmDED4Kc5hhkZGXz79g2xWFxiRqRIJCIzMxOJRML58+dp3botWlo6VK1alaZNm+Lm5oadnR2aWto0adqMY8eOkZmZia6uLikpKSUyppSUFIWHXf/bMTU1pVOnTqxaFU9KimJ2bcViGWfPJtKyZQja2i9xdn7HsGHhTJ0ay5gxkbRqFUKjRsEoKSnx7ds30tPTc7QXiUS0b9+eli1bMn36dK5cuVLksezevZs3b97g4eGhEGNNR0eHDh06cPToUZ48eVKsvu7evUtgYCBt2rRRmCGpr6+Ps7MzO3bsKPRELBaLefHiRYlEgcB3g+Tly5elIV7/YGJjYxWizp8f2f2HhYX9qxabFy9eJCoqKt/8YoFAwJQpU3j37h23bt36C0dXyn8TPz8fnJyKVytcIBAwfbohgYGvCQgI+OnxMpmM06dPc/PmTdq3b8/o0aMxMTEhPj6+RDZcjIyMgO/PfXG4ffs2NWxteeflxQV1dd5paLBAVZW2SkrYi0TUEYnoqazMBjU1osuUYaWKCts2bMCpTp0S0wEqJW/+loYtgJubGwMGDODMmTO8evUqz+NMTExo1aoVN2/eJCgoqFjnPHz4MJGRkfTv35+mTZsW2gC0tLRk7Nix6Onp4efn98Piu7jIZDLCwsJ49uwZ48ePp0aNGsyZMwdjY2NOnDiRZ7tv375x6dIl/P39UVZWJjm5ZPIj09PTycrKolo1Ozp06IDXkzh0rGdQ0fki1ZoHUK15IBVdrqJfcT7PAjPx8PCgYsXKlC1blujo6BIZU1RUlFzwqBTFsXTpMmJjpcyYkffvlm2stm37gWrVgqld+z0zZkTx4UNOJ4yvbyr29m/p1CmU4GBdOnXqwuTJk1m5chUrVqxi1arVzJ49m759+1KtWjXOnj3LokWL8PPz+yEPv3Xr1lStWpXBgwfz9evXQl+XTCZj06ZN2NnZYWpqWuj2eeHo6Ii+vj5btmwpVj/bt2/H2NgYGxsbBY3sO87Oznz79o2TJ08Wqt23b9/IzMwsMcNET0+PzMxMhXjcS/l7IpFISkQ06o9kz+UymewvFZORSCQ8fPiQ33//nfv37+cpOFlSvHz5EiMjo5+mLLi4uKChoVEg46SU/32ysrLw93+Jg0PRd2uz6dlTlzZttDlx4iiJiYn5Hvvo0SPu379P9+7dcXNzkz+XUqm0RN4B2f1nRzkWhcePH9O2dWsaiMUEqqvzy3/SkvJCTSBgsooKT9XU+BYSQvMmTXJo8JRS8vxtDVuZTEZ8/GeUlQXs2uWJt7d3nmJSzZo1o2rVquzatStfIzg/Hj58iK+vL23bti1W3pqWlhYjRoxAKpXKQ5oVxdu3b8nIyCAxMZHRo0fTvXt39PX1adCgAadOneLOnTs/tJHJZMyZM4f09HTatm2LVCrFy8tL4eG5UqmU0NBQbt26TXS8JjaN71Ox4X3KVZ6CllEzVDUroapZES3DxhjZTKCCyw2quPnxLbM8Z8+eJTY2VuEPf0ZGBhERETg6OhIXF8eaNWvo0qULlpaWqKqqoqKigoGBAS1atGDOnDm8fv1aoef/J1OpUiWWLl3Opk2fuX076YfPv3wR07BhCJ06hRIfX5nWrYdSu3ZXtm1Lw8YmCE/PL8hkMlasiKV+/XckJekxceJExo+fhKurKxYWFvKwOaFQiKGhIQ4ODgwePJh58+ZRpUoVDhw4wL59+3Ls5gkEAnr06EF8fDyrV68u9HX5+/vz6tUrhaqGw/drqFevHkeOHCmWgvO9e/ewtbVVeKqDgYEBZmZmhRZ/+6uqxf3NqtKVokA0NDTkJaBKij/2HxUVVaLngu+RDCtWrKBChQq4uLjQrl07GjVqhJWVFfPnzy/x6/0jBX12ZDLZX1J3u5T/PrGxsWRkZGJjU/y8doFAgKenBVpaWWzbtilP4zYhIYGzZ89Sr149nJ2dc3ympqZWIlF72dEZ2traRW7fx8ODmlIpZ1VU0C7E81FNJOKmigrRoaFMnDChSOcvClKplKtXrzJlyhQmTJjAjh07SEr6cY32T+Zva9gePXqU8+d/Z+9ecwYM0OXYsWPs2LEt10lJJBIxYMAAKleuzI4dOzh9+nSBF49isZiLFy9y8uRJLCwsFJK3pq+vT4cOHXj06JHChIvEYjEHDhxAU1OTcePG5dixqV69Orq6urRq1Yo5c+YQHBxMUlISd+7coUOHDmzcuJF27drRokULhgwZQlJSUqF3Zn7GyZMnycrKwshmGhVd7lBGr+5P26hrV6d8g0uY2q0ABOzevVuhC1g/Pz+ysrLw9vbG3NycGTNm8PLlSypVqsQvv/xC+/btcXR0JCYmhvXr12Nra0vTpk1zqCjLZDJ8fX25cOEC9+7dKw2J/ANjx46ladNGdO0aTkDA/y/UpFIZHTp8JDhYifv37+Pt7cOaNWvYvXs3kZHRDBs2nKFDw+nZ8yPTp0fTpIkbEyZMxsrKqkDn1dXVpX///vTv35/AwEA8PT1zOGr09PRwcHBg+/bthf69Hj9+jFAoVHjpKQAbGxsyMjKKvCsSGxtLVFRUieQiAZiZmeUIlc4ucXbu3Dk8PT3ZtWsXly5dIiYmRn6MlpYWIpGoxCbOpKQkRCJRriWBpFIpmZmZpUbv/zjVq1cnMjISsVhMdHQ0oaGhhISEEBYWRkJCgkJ+3z+uG0r6HZ6VlUWnTp2YPXs2zZo1w8vLi6ioKJ48eULnzp1ZsWIFLVu2LLH0mz9Ss2ZN4uLiePbsWa6fh4WFcezYMXr37k1aWhpHjx6la9euTJ8+nePHj/8lwovZuiadO3emfv36uLm5sXz5cuLi4kr83P9WstfHamqKcWSYmChz+3YFlJWTWL16Ra7327Vr11BVVaVjx44/fGZmZlYiIbsRERFoaWkVeG3xZ5YtW0ZEWBj7VVRQL4LTx0YoZK2SEvv27+fevYLnIRcVf39/qlWrhru7O8eOHePKlStyAcsdO3aU+Pn/Lij9/JC/nvT0dCZMGEu3bnp4eHz/r3NnXYYNC2XFihVUrGiNrW0NLCws0NfXRygUkpycjK2tLd++feP+/fv4+vri4uKCo6MjRkZGOTyR33eD4/Hz8+PRIy++fv2KVAq//PKLwsIhnJ2duX79Ovfu3aN3797F7u/8+fOkpKQwefJk9PX1ge/epLNnz+L75AkagDWwetkyfvvtN3k7LSUlBMC1y5cBaNy4MV27duX48ePY29tTrVq1Yo8tICCAhw8fYmK7iHKVpxWqrUAgxKjSOERKWoQ/H8mDBw8UIvkuFou5e/cuIpGImzdv0rp1a5ycnChTpkyex/v7+3P79m3q16/PtGnTsLW1ZenSpTmiAExMTBg3bhxTp04t8fC5vztCoZDTp8/RpElD3NzecfWqFbVra3DzZjJeXklcv34dV1fXHG3KlCnD5s1bCAoK4uTJ+zRr1gwjIyPOnDlDbGwsYrEYJSUlDAwMsLS0xMbGBgOD3FUba9eujaamJjt27ODUqVP06NFD/pmLiwteXl5cu3aNtm3bFvianj59iomJCSoqxcs9yg0zMzOEQiFPnz7NUdokPT2dly9fEhERgUQiQUdHh5o1a1KuXLkc7bMXmXl9H8XFwMCAhw8fEh0dzY4dO9ixYxdRUbkvbCtUsGHkyGEMHDiQatWqERERUSJjioiIoGrVqqiqqvLlyxcOHDjAnTt38PX1lS+ElJWVsbW1pW7dunTs2BF3d/d//bP5v0C2UzkpKYk3bwKZMWM6YvGPIYNaWhqYm1tgYWFFnTp1MDY2LvS5wsPDUVFRITMzM885QFHMmzePq1ev8vvvv9OqVSv5301MTHB0dKRv3740b96c8ePH4+npWaJjadu2LWZmZqxatYpDhw4B3x1CFy5cYNOmTXLF2O9l3CqTlJREQEAAt2/flovwtWrVitGjR9O2bVuF63MEBQXRrl07goODqVu3LnZ2diQkJDB//nzmzZvH2rVrGTVqlELPWQryaKhiROj+QKVKqvj6VmLUqEj27duHl9d9XFwaYmdnR1ZWFn5+fjRr1gx1dfUf2lpaWnL58mXS09NRU1NT2JhCQkJwcHAo0n2bkZHBtk2bGCoSUbkY9/0AJSVWqaiwccMGGjVqVOR+fkZwcDBubm5YWFjg5eVFgwYNEAgEhIeHs3DhQoYPH87bt2/p1q0bxsbGWFpa/mMjNP6Whu3Jkyf59OkLv/5aVf63Nm20+fBBi3PnvrJjRzy3bl36QbhGKISqVTWYPNmAhAQJx4/f5vr162hoqGJiYoKysipicSYxMTEkJ6ehpiakd29d4uK0efRIqcB5axKJBIlEgrKycp43hlAoxNXVlStXrtC1a9dilTKIi4vj/v37tGrVSi7SEhYWxu6dO5GkpLBWRYVByspoCgQky2TclkhIkcmwEAhwFomIkMlYmZnJpnPnCPD3Z8DgwTx79owTJ04wZ86cYk1WqampHDlyHC2jVhjZTC1yP/rWA0n+8oCzZ4/L648Vh2vXrhEbG0vVqlXp27fvTxczSkpKODg4UKtWLW7evMny5cuRSqW0adOGdevWYWdnR2RkJJ6ensyePZvAwED27dtXYkJc/yvo6upy8+YdWrduiYvLC5YtK8fDhynY2VWjWbNmubYRCARMmDCR27fvcPPmTQQCAYaGhpiYmKCqqkpmZiahoaE8evQImUxG1apVadKkCVWrVv2hLxsbGzp16sTx48epWbOm3FFjYmKClpYWPj4+hTJsP3/+nOvuoCJQUVGhTJkyfP78mdTUVI4ePcr27dt5+vRprqkBpqam9OjRgxEjRlC5cmX5MSVltAmFQlJTU7EuXwGpVISOmQfl67mjrlsbZTVTQEZmahhpic9IjLnA9BmzWbRoMbVq1ZTXHVfkRCmTyfjw4QNubm4MGTKEgwcPIpFIqFChAlWqVMHV1RWRSERaWhpRUVFcvHgRT09PLC0tmTNnDkOGDJGPJywsjB07dnD//n3EYjHVq1dnxIgR1KlTR2HjLaVgxMbG4unpyfbtWwgPj6JKFQ169NDGwUGDWrXU0dMToaQkICNDSlhYFn5+qfj6RuPtHcK1a9eoXLkizs4NqVGjRoGeBZlMxtOnTzE2NiYsLEzhZan+SGpqKtu2bWPChAk5jNo/Ur9+febPn8+cOXNYunRpiVUpgO/z2qJFixg8eDDW1tb07duXYcOGcf/+faytrenVqxe2trZoamr+0DYpKYlXr17x8OFD2rdvT9OmTdm9ezfW1tYKGdvHjx9p2rQp+vr6+Pr65nD2ffnyhfnz5zN69GiUlZUZOnSoQs5ZyneyyytGRys2esHISJmTJ605d+4rq1d/Yt++fYhEQnR0tMjMzKR+/fq5tqtVqxbnz5/Hz88PFxeXIp07e75ITExETU2NsmXLEhQUlK9wWn7cuHGDuIQEhmsULw9ZIBAwTCBg8pkzpKSklJhjbcmSJaipqXH79u0cmhcWFhbs3LmTtLQ01q9fL0/R0tPTo2HDhgwbNuwf5wwWyP6GcVzOzvUoU+YN16+Xz/MYiUTGu3cZRERkIZHI0NUVYWenRpky///jJCdL8PJKwdc3ldevM0hLk6KqKqBKFTUcHNRxdS2Drq4SlSq9wcysLp07d87zfDKZjMDAQB48eCAXqdLV1aVevXo0bNgw14khMjKSlStX0q5duzwX+QVhw4YNREZG8uuvv6KiokJYWBhbN22iplTKCVVVLApoXN0Xi+mcmYmqgQEdu3Zl8+bNDBkyBDs7uyKP7caNG1y8dI1qLV6jol68kg3izEReXatC5UomjBgxosj9vHr1ip07d1KxYkVGjx5dpMX2q1ev2L17N127duXw4cM5+jh27BgeHh4cOXIEDw+PIo/zn0RKSgozZ85k48aN6Omp0K6dB/v27cvz+MjISMzNzXF1daVt27a5enEzMjLw9/fn/v37hIeH4+joSOfOndH400Qjk8nYunUr8fHxzJo1S+5s2LZtGxUqVODixYsFvo4uXbrw6tWrYt1/+TFnzhxat27NzZs3SUhIoFq1atja2uaIPklNTSUiIoKQkBCePn1KcnIyffr0YcSIEbi6ujJ27FiFh0qnp6ezfMUqEuK/YFhxDMZV5yBSzl9NPCvjE9GBM4kPOwQIGDFieK7Oh6ISHBzMpk2b0NHRQSKR0KRJE+rXr5/ruxb+X1zv7t27PH36lGbNmrFnzx5Onz7NpEmTKFOmDK1bt5ZP/uHh4fTt25ddu3ahrKyssHGXkjsymQxPT08mT56IWJxBr146jBypX2ABm4wMKadPf2XTpi88fJiMhYUZvXr1wcTEJN92oaGhrFu3DkdHR4KDg4mPjy+xnYrjx4/To0cP3r9/T4UKFfI87suXL5iamrJ69WqFlAH7GStWrGD69OkIhUJ0dXXx8PCgcuXKBW4fFBTEiRMnSE9PZ9++fXTp0qVQ5xeLxbx+/ZqnT58SGxuLRCLhwoULvHnzBh8fn1zfZzKZjKFDh3LixAmioqJKfKf934aNTXnatk1m3bqSUbQHePUqnTt3ktm8OY7YWA3mzp2f57G7du0iOjqaadOmFTpi6vnz51y5ciVHmkz2ZtKnT5+KlGO7YMECNi9ZwidV1WK/L55LJNROTeXBgwdFNtzzIykpCSMjI+bNm8fMmTNzPebVq1dUr16dDh06YGhoSHh4OK9fvyYsLIxKlSrh6elJ48aNFTquiIgIjh49SlxcHAYGBvTo0aPEUqn+yN9uxzYkJARvbx+OH7fO9ziRSEDVqmpUrZp32IKmpohWrbRp1Srvm/rbNwnv36dRr17eD7dMJuPcuXPcuXOHunXr/mfxrseDBw/Yv38/vr6+jBw58ocQQWNjY0QiERcvXkRPT6/QuwNSqZRLly4RGhpKw4YNUVFR+T6x7NqFnVTKDTU1NAvxwDVUUuKuQIBLXBwPHzzA3Nyc27dvF9mwlUql3Lx1F13zHsU2agGUVHQxKD+EoDfruHfvHg0bNiz0C8Xf35/9+/ejp6fHiBEjivxCsrW1pVevXuzfv5927drRq1cv+Wc9evRg27ZtbNmypdSw/Q9lypRhw4YNdOnShTZt2vw0Pyr7c3t7+1yNWvg+MTk5OVG3bl18fHw4c+YMISEhjBo1KsezJhAIaN26NevXr+fNmzfyXVtdXV3i4uKIiYnh8ePH+Pn5ERMTg0QiQVdXl1q1auHo6EjVqlXl94mBgUGJ5Yt++/aNlJQUTpw4Qe3atWnZsiVfv34lNDSU9+/fo66ujqmpKdbW1tjb21OrVi3atWvHkydPOHPmDNeuXUNJSYnIyEiFGrYZGRls3bqdb98yqOhyBS3Dgk1uyqpGWNbZhXa5X/jo14+DBw+xYMH8H2plFgWZTCZXere0tKRbt24/XZwIBAKsrKzo168fTk5OHDt2DHt7exISEpg0aRILFy6UG8XZmgXDhw9HTU3tX5V/9N8gPDycIUMGce3aDQYN0mflyvKULVu4+0RVVUjPnnr07KnH48cpDBgQwerVK2nZ0p1mzZrluuMglUr5/fffMTAwIDIykqZNm5Zo+N2bN29QVVXN16iF7zocxsbGJVYN4M9kp2PVrl2b7t27k5iYyIULF0hMTERJ6Xu0Wq1atfJ8dqtWrcrUqVM5duwY3bt3Z//+/T9NsZLJZDx58oQtW7Zw/Phx0tLSEAgEaGhoIBAISE1NRSqVUqlSJerXr8/o0aPp2rWrPBRVIBAwd+5cdu/ezaFDhxg2bJjCv5d/M3XqOOHnV/SyeAXB1lYNW1s1Tpz4irJy/gbNL7/8wsqVK7l8+TIdOnQo8Dm8vb05duwYbdu2ZerUqdSuXZvIyEh27tzJhg0bGD58OIcOHSp0dF1QUBB2AoFC3hfV/3Pu169fl4hhGxUVRXp6er5929raoquri0Qiwc7ODjs7O9zd3fn48SO///47TZo0YcqUKSxfvrzA31V2SuerV69IS0tDVVWVKlWqYGdnx6JFi9i7dy8qKiqYmpoSHR3NjBkz6NevH1u3blVoyPmf+dsZttniJU2a5O6VVzQxMd9DMbLzVnPDx8eHO3fusHHjxhze1d69ezN79myaNm3Krl27mDp1ao4bQiQSoa+vj76+Pvv37ycgIIBOnToVKNQxOjqaY8eOERoaCiAPn7r4+++kJSVxTF29UEZtNrYiEVtVVOjp70/t2rV58eIFoaGhhQ4vkslkXLp0ibTUJEwt+hR6HHmhZ9GbT+9Wc/r0aYKDg+nSpUuB6tCmpKRw9uxZnjx5gqqqKlOmTCn2ArtOnToEBAQwZswYWrdunSO8w8PDgxEjRshzQkv5TuPGjfntt9+YOnUqUVFReZbM2bdvH1paWgW67wQCAfXq1cPGxoatW7eyefNmxo8fnyNc3draGjMzMx49ekS1atWQyWQkJiYSHR2NqakpMpkMbW1typYti0AgIDk5mTVr1gBQo0YNRo8eTb9+/ahTpw6enp5kZmYqNM82PT2dLVu2oKSkRJUqVXj7+jXPnj1DVyikmlCIFvBZIOBsVhZiwNLUlEZubjg4OODs7Ez16tU5dOgQnz9/5sWLFwrN1Tl79iwRkbFUdLmGhp5jodvrmnVCqHSKEO+O7Nu3j8GDBxd7TMePHyc2NpamTZvSvn37Qi8uqlatyoQJE9i0aRMaGhpMnjw5x06vkpISAwcOJDk5mfHjxzNz5kzKl887QqiUovP8+XNatWqOikoKly9XwN29aAqlf6RevTI8f27DwoUxLF9+ibCwUPr1G/DDM+vl5UVwcDAdO3bk7NmzJZ6veebMGTIzM0lNTf0hsuSPSCQSvn37lqdTT5HcunWLwYMH06BBA9q0acOBAwcICAigbNmycl2SgwcPcv78eTp16pRneTw1NTX69u2LiooK/fv3x8rK6gcNhWxCQ0MZMmQIN2/exMDAgKZNm1KxYkXMzMzkC1qJRMKnT58ICwvj6dOn9O3blylTprBt2za5wJCVlRX16tXjwYMHpYatgnF1dWXy5JN8+pSFkVHJRqwkJUl/eq+XK1eONm3acOHCBczMzHB0/PlclJyczOnTpxk6dCjbt2+XzxPa2tqsWbMGZ2dnunXrRvfu3enUqVOhxpyRkYGGVFqoNnmhLBCgLBCUWLmv7O/2y5cveR6TlpZGampqjugkgUCAtbU1o0aN4u7du6xZs4ZPnz6xZ8+ePI3brKwsTp8+zZYtW+SCWCoqKnINg+xrFAqF1KhRAyMjI1RUVOjSpQuamposWbKEL1++cPbs2RJL5fvbJQj6+flhYaGOoeFfYyz87L6VyWTcu3eP9u3b5xoyZG5uzr59+4iOjubNmzc/fC4QCGjTpg2HDh3iw4cPLFy4kAMHDhAYGJijNqNMJuPz58/4+vqydetWli9fjpKSEnPnzpWfJzk5mUfe3sxWUqJ8MW6IHkpKNFVSIjo8HIlEwoYNG7h8+XKBSwB9/fqV3bt3/0d4QoCGnsNP2xQUNa2qKKto0bt3b6Kjo/n11185ePAgb968+aFEQkZGBu/fv+fYsWMsWrRILvLUq1evfBcVhaFjx44kJSWxZ8+eHH/P7l/RZZP+CQwcOBANDQ2GDh2aay3nu3fvsmXLFurXr1+oENCyZcsyevRoZDIZhw4dQvqHh1cgEFC1alVCQ0P5+vUrnp6eBAUFUaZMGbp3786CBQtYuHAhEyZMYPz48cyePZslS5bIc7dGjRpFzZo1UVVVRSqV8v79++J/Ef9BJpNx4MABPn/+jKpIRNirV4yQSHitoUG8hgYP1dW5pa7OCzU1kjQ1+V1dHdtPnzh48CA7tm4lMTERHR0dhg0bRtWqVXn//r3c4VVc3rx5g7e3NybVlxXJqM1Gu1xLylWeysuXAXkqsBaUV69e8fjxY+rWrVskozYbHR0dxowZg0gkYsSIEbmq6w4ePBgdHR12795drDGXkjvPnj2jSZNGWFpm8OxZJYUYtdmoqgpZssSUS5cqEBwcxK5dO3MoHgcHB3P+/HmcnZ0JCAigcuXKuLm5Kez8fyYiIoLnz58D36s65MelS5dITEzE3d29xMYD30MUBwwYQMWKFWnXrh07duwgMjKS/fv3ExUVxf379/H39+f169e0bNmSffv24efnl2d/QqGQ7t27Y21tTf/+/eXlVP7Inj17qF69Os+ePWPQoEHMmjWLli1bUrFixRy7NCKRCBMTE+rVq8fIkSOZOXMmhoaGdOrUia5duxIUFERSUhIaGhp/ef3ffwO9e/dGJFJi1674Ej+XkpKgQLVkmzRpQt26dTl06BB37tzJMcfnho+PDwKBgCVLluQ6T3Tt2pV69eqxdevWQo9ZV1eXOAUZXl9lMrJksgJt0hQFCwsL1NXVf1in/pGjR4+SmZmZq8aAUCikadOm9O7dmwMHDrBkyZJc+3j+/DkODg54eHgQFRVFz549mTVrFsuWLWPx4sUsX76cOXPmyHeOX716hVAoRCAQsGXLFhYuXIiHhwcXLlzg1q1birn4XPjbGbYvXvhTu7biFUnzQk/ve/hScnJyrp/HxcURGRmZr3hBgwYNqFKlinxSy0Ymk5GUlIS+vj69evUiODiY5cuXk5CQwM6dO5k3bx6zZ89mwYIFzJw5k8WLF3Pw4EH09PTkXlUtLS00NDTQ0NDA19cXgVTKsGLmgwkEAsYrKRHz+TMA/fv35+bNmyxevJjLly8TExPzwwslMzOTkJAQDh8+zG+//UZsbCxdunRBQ8sSkZLidtcFAiFqWpVRU1PjzZs3LF26lM+fP7N161ZmzpzJr7/+yooVK1i8eDEzZsxg48aNfPjwgVmzZtG+fXv09fWpUaNGscaQnJxMeHg40dHRaGpqYm9vz+bNm3MsjK9fv0758uVLNJzifxUdHR1OnDjBrVu3cHBwYNu2bbx48YJ79+4xdOhQWrRoQfny5fMUV8kPXV1devXqxbt373j48GGOzywtLfn69SvLli0jLCyMQYMGMXXqVBo0aICuru4PE5+GhgbVq1dn8ODBTJs2DbFYzMCBAzE2Nsbb27tY38Ef8fHxITAwELFYTBOxmCB1dVapqVFVJPphTGoCAW2VlLisrs4ldXUS3r9nw5o1fP78GSUlJQYMGICenh779u376aRfEC5fuYamfj30rYcUu69yVWahomHFoUOHimx4f/z4kd27d6OlpUWXLl2KHQamo6NDt27duHDhgjy0+Y9oaGhgb29PSEhIsc5Tyo98+PCBVq2aU7ky3LxZHgODknFWt2qlzZUrFQgNfc/BgweQyWS8fv2aHTt2UL58eQwMDAgODmb79u0lKvZ39uxZlJWVadGiBUuXLiU+PneDITU1lblz51K+fPkC7UoVh7lz5xIXF4eHhwd3797l06dP3Lp1i759++YQtKxatSrHjx+nZ8+enDx5Mt9yiSKRCA8PDyIiIli4cGGOz1auXMmgQYOws7Nj2rRp1KxZs8DfuaGhIfb29hgZGXHq1CmqVauGnp4eXl5eRbv4UvKlbNmy9OzZi23bEsnKKlmpnUqVlPn8OeanxwmFQjw8PGjUqBFnz55ly5Yt+ZYBCgsLw9nZOd9KAR06dMhRxq6g1KpVixdiMVkKkCF6+h+jPq9oiOLy+++/k5aWxoULF3JVWn/16hXTpk3Dzs4u3+/KwcGBZs2asWjRIl6+fJnjM09PT+rWrStP7RkzZgz16tXDyMhI/owLBAI+ffrEw4cP6du3L9HR0Vy5coULFy4QFRXFxIkT2bt3L2ZmZmzfvl2xX8If+NvFUCYlfcXE5K9T5ypXTply5VSIiIjA3t7+h8+zd5yy1YhzQyAQYGFh8UNe4ZcvX0hNTZXfzGXLlmXSpElMnDiRjx8/4ufnx7t378jMzJQvsh0cHDAyMpL3IZVK5Yu798HBuIpEGChgcm6tpISyQECWTMagQYOYMmUKGzduZP/+/Vy9ehU1NTWMjIwQiURkZGTIjV1zc3MWLFjA8OHDWbp0KQKhf7HH8mcEQhWysrLQ09NjypQpTJo0iaCgIHx9fXn9+jXp6emoqKhQpUoVHBwcqF69OkpKSlhZWVGjRo0iL16ioqK4du0aL1++lHsX9fX1qVChAiEhIYSHh2NpaUlQUBDHjx9n0aJFirzsfxQtW7bk/v37/Pbbb4waNUruFNDT06NFixa4ubkVOYS7cuXKODk5ce3aNerXry/vJ1vpUV9fn5EjRxZKbMTY2JixY8dy8eJFbt26Ja8Zm1codUFJT0/n1KlTAExQVmZNIYQoWisp4SsU0iQ1lW2bNjF5+nTU1dXp27cv69ev5/r160VyDmQTFRVF6If3WNf9FYGg+O8UoUgVw4pjiAqYxvr162nRogUtW7Ys0O8sFou5du0a169fRyaT0bFjR4U5jbLVspcuXUq3bt1++P4TEhJKpG7xvxmpVMqgQQMoUyaNy5croq1dsnN648aaHDliSefOL9i8eTPBwcHY2trSqFEjdu/ezahRo2jSpEmJjiExMRE9PT3mz59PmzZtaNiwIZs2baJJkyYIBAJkMhmPHz9m4sSJBAQElJhAXTZfv35lx44dNG7cGF1dXR49ekS/fv2oVatWrscLBAKWLVvGsWPH5OUS88LQ0JBGjRqxdetW5s6di6amJrt372batGm0aNGCNm3aFMopJZFI2L9/P/7+/jRr1oz+/ftjZGTE27dv2bJlC8eOHaNmzZrMmjWrsF9DKfkwceIk9u/fz9KlscybV/gyWgXFwUGd48ejC5S6JRQK6dSpE9WrV+fYsWOsXLmS8uXLU6NGzhKfSUlJfPny5aepfVKptEhrQldXVzKkUq5JJLQtZrrZebEYAz09qlSpUqx+ckMikTB27FiqVatG2bJlGTp0KAcOHKB3795oampy/fp1jhw5gr6+foE0Ydzd3QkMDGTy5Mlcu3YNgJ07dzJs2DBcXFzo1KlTvr/htWvXaNiwIbt3787xvWtpabFixQrCw8O5cuVKrhGuiuJvZ9hKJGL+6tJKTk7qBAS8BX4sC5L90AQEBOQ5IYjFYl69evXD4ig4OBggh4w9/H9ce0HyC3V1dUlLSyMrK4vo8HDcFfTlqAgEVBeJeC4Wo6enh62tLVu3bmXFihX4+Pjg5+fH+/fvycrKokyZMnKju06dOnKRDi0tLcRZXxVe5kMqTszxshIKhdja2mJra5tnmy9fvhAWFlZkVbeQkBC2b9+OmZkZa9aswdXVlcTERA4cOMDBgwcRCoU8fPgQX19fxowZQ8WKFRk+fHiRzvVvwdHRkbFjx3L27Fm6du1K+fLl5YJqxaVp06b4+Pjw8uVLueMo+x7s1KlTkRQ0RSIR7du3B+DOnTscPnyYiRMnFmu8Xl5eSDIz6aikVCijNhszoZDrqqrU+PaNc2fP4tGzJ+XLl8fOzo5bt27RpEmTIpcSCwwMRKSsiY5JuyK1zw09i15EvpxCp06duHDhAj4+PtSrVw8HBwcMDAxyTHTZ6Rd+fn48fvyYpKQk6tSpw/v376lZs2ahz52cnIyPjw/v3r1DJpNhaGiIs7MzJiYmuLq6snPnTp48eYKTk5O8zYsXL3jx4oU85aMUxbB161bu3LnHzZsV0df/a5YZnTrp0r+/HgcPBuPu7o61tTV79uzBxcVFXuKiuHz48IFDhw7h8/gx/n5+JH77hkgoxMTYmG9pacTFxckNwpSUFNzc3LC0tKRChQpEREQQHByMvr4+MpmsWNUICsL+/fvJzMzE2dmZ6OhoEhMT6dMnfz0MS0tLGjVqVCCRG2dnZ27dusXhw4dp3rw5Y8aMoX79+oU2auH7bverV684f/487dr9//uoVatWjBkzhoULFzJ79mzKly9Pz549C9V3KXlTo0YNZs6cxa+/LqFDBx3s7Usm57t5c02ysqLyXUf/mcqVKzNr1iwCAgJ4+PAhV65cyTUkPSoqipiYmFzrW8tkMk6dOkWDBg0KPeY6depQp2ZNNr5+XSzD9ptMxl6ZjOHDhpVISZ2rV6/y8eNHJkyYgJWVFZUqVcLLy0u+PtXX16dFixa4uroWyFmspKRE06ZNOXz4MG/fviU5OZmRI0fi4uJC165d8322Y2NjCQ0NZe3atbk6EwQCAZMmTeLYsWMlml7wtzNs1dXLkJqqmITtgtK3rx7du4fmukOjp6dH5cqV2bBhAz179sz1xjxz5ow83vyPeHt706pVq2LVqatduzZSqZTo6GiSU1MxVmAolalMxguhMIcXSUtLi2bNmhWoPFHNmjXJSI0jKz1KIarIAFJxKimJb7C3n1iodtk5keXKlSv0OcViMXv37sXJyYnLly/nMIrc3Nzo0aMHv/zyC/369SMrK4smTZpw9OjREsuX+Cdx7NgxjIyMcHFxUajzw8TEBCsrK549eyY3bFNSUoDvCs1F9dLCd3XGt2/fEhkZyalTp3Ld5Ssot27dQlMgYFsxSgZYC4WsUlZmxOPHuDZsiLm5OQ0bNiQgIIDNmzczevToIhm3794Fo6ZdC4FQccIhSiplKaNjg7m5OS9evGDDhg3yKBANDQ2MjY1RVlYmKyuLmJgYuchO3759GT9+PC1btqRWrVqFXgD4+Phw4sQJBAIBzZo1o0yZMty9e5f79+/j5OREt27d0NTU5PLly3LDNiUlhbFjx2JmZlYoFc5S8ic8PJzp06cycqQBbm4lUxM6L9atM+Pq1RR8fX24evUqLVu25PTp08Xe/X/9+jVTJ0/m0pUraAqF1BcK8RAI0AWuiMU8ePcOkZISTk5OVKtWDXNzc/T09Hj//j3Pnj0jNjYWgIoVK/LhwwdkMhnh4eElKj549uxZqlSpgo6OjlxUJjuqJT8MDAxylE3Ji7Jly2JjY8O5c+c4cuQIGhoadOzYsdDvueTkZLy9vVm0aFEOozYbgUDA/Pnz8fPzY8mSJXh4eJSosvW/jblz53Lu3Gk8PEJ58KBCiTiibt5MRiAQcP/+fezt7Qv8+4lEIuzt7bG3t0cqlfLp0ycSExORSqV8+fKFU6dOoayszJQpU9i/f/8Pc/6+fft49uwZixcvLvSYBQIBM+fOpVu3bpwQiehWxBTAKRkZiJWVGT16dJHa/4wDBw5gYWGBlZWVXPm8du3aiMViJBIJKioqhX5eateuzblz59i3bx/nz5/HxMSETp06/bSfr1+/AuSbDpjttM5vo6q4/O1ybCtVqszr13+tIE/HjjqUK6fCjRvXc/28efPm+Pn5MWTIkBy5uDKZjBs3bjBkyBB5Lcps3rx5w8ePH4utwlizZk1UVFQIDg5GJBQqJN4/mwy+7wgXdWKtW7cuAMmf7ypsTMnxXshk0kLnHmWLhhTlWvz9/fn27Rs7duzIdafP3d2dPn36oKKiwpMnT7h9+3aRDOh/Iz4+PlhbW5fIQqRChQqEh4fL/x0eHi4Pp5s0aRILFizA09OT27dv55lDnxtCoZABAwbId+mPHz9eJJGwyMhI0lNSGKusTLliOqQGKytjIhLJ881sbGxQVVUlOjqaNWvWFCpHVCqV8uDBA4KDP6CuXbx89NxQ0rDlzZu3VKtWja1bt8rzbGbPno2rqyv29va4uroye/Zsrly5QnR0NNu2bcPQ0JCIiIhC17l7+fIlR44coXfv3kRGRnLp0iVOnDhBREQE27dv59mzZ5w6dQozMzPu3r3Lx48f5flCfn5+HD9+vLSOrQL5rv4tZvny/OvLlgS6ukqsWmXM58/xTJkyhYsXLxZLSFAmk7Fq1Spq29vz9sYNPFVViVFX55qaGr2UlNgrkfAQcG/ThoWLFuHh4YG9vb08XNLGxobu3bszfPhwxowZw9ixY1m4cCFNmjRh2bJlODs7l0h+t0wm4+nTp1hZWQHIS2VlCyzm1y5b26MgWFpa8ujRI+7cuUOnTp2K5EDw9fVFKBTmq3osEAgYP348AQEBPH78uNDnKCVvVFRUOHnyDF++qNGyZSifP+ec676XxMzg/fsMvn37uQDUn9m27TMTJ0bRqVMn3r9/n684WX4IhUKMjY2pWrUqlStXxtvbm9q1a7Nr1y6OHDmCm5sb58+fJzw8nMePHzNkyBAGDRrE0KFDad26dZHO2aVLF7p06sRwsZiAAohf/Zn9WVnszMpi1dq1OewDRfLo0SMqVKjwwxpLSUkJ1SI61JWVlbGysuLChQsEBATQo0ePAq2ts9WZ/7gu+zNhYWEA8ui4kuBvZ9g6ODgQGJhCWtpft2urrCxgxQpjnj599kPCNHwPiejVqxcHDhzA1NSUAQMGMGHCBBwcHGjRogXlypWjX79+8uPT09M5fvw4jRs35pdffinW2NTU1OjSpQuPHj3CwMCA1wqSHwcIkBbegPwjZmZmNGrclMSwH5PVi0p8qCfVqtkVOFwlm2yDNDcV3p/x+vVr6tSpQ9WqVfM8pl+/fqSkpJSKRRUCqVRKYGAgZmaK2c3/M+bm5iQkJMiVOd+/fy8XavPw8MDBwYHMzEwuXrzIggULOHLkSIENXAMDA+rUqYO+vj6+vr6sWbOGjx8/FqitTCbj+fPnrF+/HgnfjdLioiQQMFgkwv/pU2QyGUKhEHNzc5o3b0758uXZuHEje/fulYfh5kZWVhY+Pj6sX7+ekydPoqmpiUCk+PtZIFIlPf3/xWe0tbVp1aoVs2bNYt++fRw7dox9+/Yxa9YsWrVqJV90v379GqBQec3ZZcdatmzJrl27cghjqKioMGzYMNauXcujR4/Q1dXl3r17WFtbM2zYMCpWrMiDBw9wdnZW0JWXkpGRgafndgYM0EFL66/TyvgjXbvqYmCgTFJSUrFC/2QyGSNHjGDq1KmMBvxVVRmkrIyGQMAjiYSG6emkGRkxeepUWrZsWWADWktLiw4dOjBu3DhCQ0NxdnYmKCioyOPMjbCwMBITE+XaIAYGBlSoUOGn6rAPHjwgKCiowOsCc3Nz4uPj0dfXL/IOzOfPn6lSpUq+JRcBeWh0dopXKYqjcuXK3Lhxm4gIVZyd37N9+2f69/9IxYpB6Oi8pFKl11Sq9Po///+GAQM+cv9+cp5zDUB6upQpUyIZOTKC8ePHc/LkSTw8PDhz5gyf/yNcWlQuXLhAXFwc+/bto1evXly8eJHU1FQ6dOiApaUl9evX5+rVq6xcuZJt27YV2bEuEAjYuWsXllWq0CQzk+sFdHBLZDJWZmYyID2dwYMGlVipqm/fvhEaGloiRrO5uTlv3ryhcuXKBe7fzMwMIyMjtm3blucx27dvR1lZma5duypqqD/wtwtFdnBwQCKR8fRpKi4uf00tW/gejrxrVzyHDh1i/PjxmJjk9DY7OjpSsWJFHj58yO3btxGLxfJE7WrVqslDICQSCYcPHyYtLS3fWlCFYfTo0Rw5coTKlSvzABSS0xoulRIrk/20yPrPGDf2e1H1b5+uo23Uolh9pSb48TX6Akvnbi709VWpUgWRSERUVFSha/JmZWX9NFw8u2ZqUQznfyvp6elkZWXlqB+qSLIXkhkZGWRkZBAUFETXrl1z5FDC91C3x48fc+vWLQICAujevXuuQnF/xtnZmSdPnrBnzx7Wr1/P2rVrqVy5MvXr16dixYo5QtGz80XfvHnDw4cPiYqK+r6r/+kT1gpKH3AViViclsbnz58xNDSkbNmyJCQk8ODBA3bu3MnatWvZvHkzmpqamJub5xB/i46OJjIykszMTFq0aMGePXsYN34S0Unffn7iQiITJ6OpWfgc5+xyXoWpH/zhwweio6PlefC5MXjwYObOnUtsbCy6urocPnyYqlWrFnpnuJSfc/LkST5/TmDkyLydhCWNqqqQ4cPLsmLFDqZPn17o+SCb+fPns33HDnarqTHwD86pIIkE9/R0jKysGDp8eJGdndbW1owbN46tW7fi5uaGn5/fD+uOopKYmAiQY+e1UaNG7N27l7Vr1zJx4o+pPtHR0QwaNAhTU1NsbGwKdJ7sd7udnV2R1zpCoTBfFeZssufe0uiKkqFmzZps2LCZQYMGMWJEBIaG+lSr5kSDBhby9U9CQgIRERFcuRLIvn3B1KihwY4dZtSvn/N9/+hRCgMHRhESksnq1auZOHEiAoGATZs2yUtajhw5Ml+F3tyQyWRcuXKFu3fvsmHDBnnIq7u7O+7u7gQEBBAREYG2tjZOTk4KCfPX09Pj1r17dO/ShZZ37tBfWZnJysrUyMVpJpXJuCqRsFgiwTsriylTp7Js2bISC53Pfs6LoinyM0QiEZmZmT+sp/JDKBTSuHFjjh07Rv369Rk3bpz8vSCTyThy5Ajr1q2Tl1QsyDqsKPztDNtatWphalqOAwcS/lLDViAQYGenird3Olu2bGHQoEGUL18+xzF6enq0bduWtm1/FJmC7zL+hw8fJigoiHPnzv3Qvqg4OzvToUMHrl27RppYjJdEgmsxH9jdWVmoKikVO7esc+fONG3aDO8no9Bo9AQlFd0i9SOVpBPpP5SaNWsxePDgQrdXV1eX1zEt7A6MgYEBfn5+pKWl5VlE3MvLS668XErByN4tKUj9uqKQ7S0WCATcuXMHFRWVH4Ta4Pviq1mzZjg5OXHixAn27NlDx44df6qSamlpiYqKCvHx8fj4+HDy5Ek2bdrE/v37ge/OjuyFXUJCAikpKXIBqtGjRzN16lSMiumZ/iN2/5kgPn36hKGhISKRiKysLHmd1uHDh3Pv3j3u3LmDr68v79+/JzMzkzJlyuDs7IyDgwNt27alcuXKANSyt+PjlR8jVIpLZvILatQovMMsO0/4j7VIf0a2En3Dhg3zPEZNTY26devy7NkztLS0aNmyZaHHVkrBuHDhAvXra1Glyn83sqV//7L89lssTZs25dmzZ/KFeUF5/Pgxvy1ezK8qKjmMWrFMRr/MTNTLli2WUZuNlpYWw4cPZ82aNQwfPpxz584pZBGc3ccfd9Rq1apFs2bNmDRpErdu3WLMmDHUrl2bpKQkjh49yoYNG8jMzGTMmDGFNlKLMy9aW1tz7949Xr9+TbVq1fI87syZMwgEgkIttEspGFKplNmzZ7N8+XKsrKxo06YNNjY2ud6LTk5OSKUdeffuHZcuXcDF5R0zZpRj3rxyXLjwjS1b4rl9+xtOTg48e7Y/x06+vr4+t27dws3NjTVr1tChQwecnJwKdM8nJiZy4sQJAgMDWbZsGWPHjv3hGDs7uxIRZdPR0WHcxIlIgGMPHrAvNZXKQiENhELMhUIkwBuZjMdAVFYWtWvU4O7mzfnOS4oge42V3855UUlISAAotGPQ2dmZz58/M3HiRDZv3ky3bt1QUlLi3LlzvHjxgjp16vD06VP8/Pz+PYatsrIyw4aNZOXKxSxfboqOzl8TzpSWJuXIkSS6devO7du32bBhA02bNqVly5Y/nbxkMhmBgYGcOnWKrKwszp07R5s2bRQ2NoFAwLZt276/9MViFmZlcS2XGpgF5YtMxoasLPoPHVpsASSBQMCePbuoWbMWYU+6YOV0FpFy4QRDpJIMwnx7k5UWwv79j4vske3cuTMrV66kc+fOhVpw1K9fn5s3b+Lp6ZnryzIlJYV169bRqVOnYgmB/dtQUVFBT08vz3qOxeXLly+IRCK+fPnC3bt3adOmTb6/u5aWFgMHDuTChQucPXsWdXV16tWrl+fxIpEIMzMznj59irKyMj179qRnz56EhYXh6+vL8+fPiY+PRygUUq5cORwdHXF0dMwRUqeuQE9tdl/Z+b5paWk5ziUQCGjcuHGBlcEdHR05cvQEkqykQj+zeZGZ+pG05IhcHQw/I3uXKDY2tsA57Nke+W/fvuUbyvjt2zcyMjJKrI5gKd/x83tM27ZFU+lWJJUqqaCjoySvQZ9bDeO8kMlkDB88mDpKSsz4U/TA2qws/CQSxvXpo7C0FB0dHbp06cLu3bs5cuQIvXr1Knafenp6ACQlJeX4e7t27TA2NubOnTu4u7vL/66iokKdOnVwd3cvlBMgO7WjOIZtzZo10dbWZvHixRw8eDDXdU1qaiorVqygdevWCtswKOU7UqmUAQMGcPDgQdq2bYubm9tPHRvC/4iOVqpUiVu3brFkyUVWrYojM1OKq2sDDh0aQ/fu3XPdMbWwsMDHx4cJEyawf/9+vL29cXFxoWbNmj+IIMpkMmJiYuQVKbS1tX9Qzi5JJBIJW7ZsYcWKFURERFCuXDlsa9ZEJpMRHx/P+fh40tPSkEgkiGUyTMzM2DZ3LsOGDftLBM6MjIxQUVEpdmh3bsTExKCsrPzTFIE/IxAI6NChA3Z2djx48IDt27cjk8kwMzNj+PDhVK1alcjISAICAhQ+5mz+doYtwNChQ1m8+Fe2bfvM9OmKFel58iSV33//iq9vGq9eZZKWJkVVVYiamoyEhEwOHz6MlpYW5cuX5+7du3h5eVG3bl3s7OywsLCQb/mLxWKio6MJCQnh0aNHREdH06JFCzw9PUskxM3Y2Jhz587RrFkzbojFeGZlMbQQIXvZyGQyRqWnIy1ThgULFihkbFZWVly5comWLd358LA5ZrV3o65dvUBtM1Le89F3EGmJvowaNaJYdb6GDRvGkiVLePToUaFqFmaXBZk0aRIAQ4YMke/cBgUFMWzYMKKiojhz5kyRx/ZvRCAQ4OjoSERERIn0Hx4eTrly5Th69Cjm5ua4ubkVaEzt2rUjJSWFU6dOUalSpXxf3FpaWj9MGpaWllhaWtK5c+d8z2ViYsJnf8XVeY7/j1c2e0EdFRVF06ZNi9xf586dmTRpEgkRRzEoP1QhY/wSuocyZbRyLJoLiqmpKUZGRoSFhRW43E+lSpUQiUQcPnw4V6cUfC/l9fjxY9TU1IqlKVBK/iQmJhIcHIqDw38/xPv7u0edt291OHnyJCdOnKBbt24Fanv37l38AwO5qa6O0h8Wp+kyGcvFYpxdXIoc3pwXNWvWxM7OjoULF9KzZ89iL4qzVZkjIiJ+2MGqW7eu/L2cmJgoj0QqishWeHg4IpGo0IvfP6KkpMQvv/zC4cOH0dPTY/HixTmM648fP9K/f3/ev3/PkSNHinyeUnJnwYIFHDx4kD59+hTaISkSiWjRogV6enocOnSIkSNHsmXLlp+209PTY9++ffTu3ZuVK1dy6NAhjhw5gpGREUZGRgiFQpKTk4mIiCA9PR2hUIhQKMTOzg6ZTIZEIilQ/nxmZiYSiQQ1NbVCP1MhISH07dsXb29vHB0d6dGjR565pmKxmJcvX3Lnzh1GjhzJmzdvWLp0aZFL8RUUZWVlatSoka9YU1FJTEws0veWTcWKFfOsD6+qqirXRikJ/nbiUfB9gTN69BgWLPjEu3c/z70oCGfOJOLg8A4np7esXZvEhw+mlC/fgNq13TA2rkloqEye0Dx//nzGjRvHnDlzaNy4Mf7+/mzbto3Zs2czY8YMZs2axbRp01i9ejVnzpxBLBZz7tw5rl69WqJ5W40aNeLmzZuoqqgwKiOD3wup1CqTyZiZmclxsZitO3cqLJ8HoEGDBjx4cA8zoyze3a1P5MtpZCS/z/P4zNRwol/N5+1tR4RZQVSoYM3WrVupU6cOvr6+RRqDubk5AwcO5MqVK4XeJezSpQt169Zl3LhxmJmZ0aJFCxwdHalWrRo+Pj5cvny5SLU1/+24urry/v37AuVQFQaJREJQUBCJiYmkp6fTr1+/AgvFCAQCea3bY8eO5XtstlBTUXB2dua5VIpUQWFCz/4T0m1qakpSUhJxcXFF2hnNxsLCgl/atSf+w3qkkuLnjosz40kM96R//74FVlX9My1btuTFixdICyiSp6OjQ82aNVm8eDGhoaE/fJ6Zmcm4ceNQU1MjLS2tQGXMSika2cKLtWuXTC3MwlKnjjppaUnY29szduzYAtdN9Ny5k6oqKjT90/vkpFjMF4mERo0alcRwady4MW/fvuXOnTvF7ksgEODg4JCn4J1AIMDCwoIaNWpQrVq1IitHh4aGKkRHJLsk17Zt2zA1NaV3795MnDiRNm3aUKFCBR49eoShoWFpxIWC8fX1ZcmSJbRq1apYc4mjoyMtWrRg586dPH/+vMDtWrZsyaVLl5gwYQICgYBPnz4RGhpKdHQ0AoGA+vXr07NnT4YOHYq7uzvv37+nQ4cOVK1aVV4h4M9k53K6urqiqqqKhoYGNjY2rFq1qsDikS9fvqR+/fq8e/eOMWPG0Lt373wFlJSUlKhduzbjx4+nXbt2bNy4kfbt2/8lmixNmzbl9evXhUrh+RkJCQl8/fq1SNUgCoJYLC5Ro18gK4ngbAWQkpKCvb0dxsbx3L1bHpGoaF6Dz5/FjBwZwcmTiVStWpmGDRvnEHsKDw9n8+bNGBoaMnDgwFzrvGXXzAoLC+Pr169IpVLU1NQwMzMjNTWVI0eOUKlSJe7cufOX1DYNDw+nvpMTMTExzFZRYY6KCio/8arESqWMyMjgrFjM2rVrmTBhQomMLT09nTFjxrB7zz5kUjHqOtVR13FERcMSEJCVHkn6Vz9SEl+goqyKs3M9WrdujaqqKlFRURw5coSoqCg8PT0ZMGBAoc//7ds3bG1tUVNTY/jw4YUSooHvOXuPHj3i8+fPxMTE8OnTJ7y8vIpU4LuU7972ChUq0KVLF7mqpSLw9/dnz549aGpqMmbMmFyLsxe0j8mTJ+c5aa1bt45GjRqxb9++Qvd/69YtmjVrhreGBvUVUJh9cHo6F8qUYfaCBVy/fp0bN24QFRVVoNqUefHq1Stq1aqNnvVYTKv/VqzxhfkNQPz1Cq9fBxZK2fiPPHz4EBcXF4YNG1ZgldVv376xceNGAKZOnUqPHj0oU6YMt27dYuXKlTx79gxLS0tEIhFv3rwprYFZQvz++++0a9eO6OjqGBv/9wV+li+PZfHiBEaPHs/y5cs5evQoPXr0+Gm78ubmdPn0iVV/CjV2T0vjg5UVo/KIDCguMpmMZcuW8csvv+DpWfxKA1u3bmXMmDHMmzev0DnGBeHz58/89ttviEQiVqxYoRAD9+vXrzx69IjXr1+TkZFBmTJlcHBw4MOHD2RkZBTKaPq3EBQUxLZt23jy5AkCgYAGDRowYsSIPHfL/kiDBg2IjIxkwoQJxVIQh+/Gytq1a7G2tubBgwcFahMZGUn79u15/vw5TZs2xc3N7adCSGFhYZw5c4bQ0FBmzZrFr7/+Kn+nS6VShg4dyu7du3Fzc6NHjx6oq6tz9epVTpw4QY0aNbhx40a+z0NUVBS1a9dGVVWV4cOHF0n88u3bt3h6evLLL79w8uTJEp1z3r59S5UqVejVq5fC8s8vXrzI/fv3SU9PZ+HChQq1a8RiMTNmzGD9+vXFLoeaF3/LHVv4rvK1e/c+vL2TGTs2skjJ0eHhmdSrF8yVKxn069eP4cNHUr16dfkLOCUlhZ07d2JkZMTo0aPzXCAKhUIMDQ1xcHDAzc2N5s2b4+rqSvny5alevTqjRo3i3bt39OnTp0SSuP+MhYUFoWFhDBg0iN8yM6mcksKazEzCpNIc55fIZPhLJExKT6dKejpe2tqcOnWqxIxagMDAQI4dO4a1lQXdunXDvpoWauJbJEdsJCliPUrpV6huo4JHj+4sWjSfjh07yj03pqamTJgwAScnJwYOHMjBgwd/er709HSOHj3KmDFjqFevHra2tqSnp/Phwwc8PT0LvVNoaGjIL7/8gpGREbGxsaxdu7bUqC0GVlZWtGvXjlu3binMeykWi7l06RKamprMmDGjSEYtfBea0NXVzdPzK5FIiIyMLLInu3HjxpiVK8fmAu4U5UeiTMZhsZi6zs5kZmbi7e1Nz549i2XUwvci6YsWLSQueA0JEfnvXufHp+ANxIcfZePG9UU2auH7Qqtu3bpcuHChwB5obW1txo0bh5WVFbNmzcLKygoDAwO6d+9OfHw87dq1IyQkhMmTJ5catSVI9u+lrPz3+I5VVASIxVJMTEywsbH5aakb+J63HxoZicOfFvkymQwfmYwKBVQLLgoCgYDy5cvj4+OjkP769OmDurp6nu+34uLl5UWZMmUQi8V8+fJFIX3q6OjQqlUrJkyYwPTp0xkzZgwNGjTg06dPpRFTf0Imk7Fo0SKqVavG4cOHqVixItbW1uzatQsbGxvWrFmTb/tnz57x6NEjWrRoUWyjFr7vWrZo0QIvL69cy2b+maioKFxdXQkNDWXChAm0a9euQOq+lpaWjB07ljZt2vDbb78xduxY+bp327Zt7N69m3Xr1tG8eXMuXLjA9OnT5Tn2/v7+1KhRgzVr1vDp06cf+pbJZAwdOpSMjAyGDRtW5IoOlStXpnfv3pw+fZoDBw4UqY/CnOuXX37hypUr8soCxeHz58/cu3ePvn37AhS4zGFBiYyMRCwWFytC4Gf8LXNss2nUqBE7duxgyJAhiESwfr0ZQmHBJs34eDFubiF8+6bGhAljcpUVP3PmDFlZWQwePLhYQhCmpqb07NkTT09PDh48KL8hShJlZWU6derE7t27UbOxYfr790zOyMBAJMJEIEAKhIjFpAH6uroMGzqUadOmFVpevTCkpKTQpUsX9PX1GTFiRJFCDUQiEd27d0cikTBkyBDq1q2ba95tcnIyS5cuZdu2bcTHx2NsbIyZmRnVq1dHIBAQGRnJq1evWLZsGX369CmQ9xK+L2yOHTvG27dvWblyJePHjy/0NZSSkzVr1mBnZ8eFCxcKnOeWH9euXSMuLo5JkyYVq5SQSCSSK/TlRkhICFlZWfkKTP2s/ykzZjB54kTGSSTULcbiYVZGBjIlJerXr8+lS5dITk5m+vTpRe7vj0ybNo1Xr15z8OBAxBlxGFQYhUBQMJ+nTJpFTNBiYt8uB2Du3LlER0czePDgIr1rBAIBu3btwsHBgUuXLhVYtV1LS4s+ffrQsWNHQkNDkUgklCtXDh0dHVavXo2rqytDhyomj7iU3Ml+32dk/D2CwNLTZSgrf3/matSowe+//05mZma+UTzZi13LPzlAwmQyEiSSEqkX+UcsLCw4c+YM6enpea5JZDIZnz59IiUlBSUlJQwNDXNV89fS0qJ///7s2LEDJycnhQofxsTEcP/+fcaOHcvatWsJCwsrMWFFsVhMZGRkaX78n9ixYwfz589n4cKFTJ8+Xf78paWlMX/+fCZPniwPxfXz8yMoKIj09HTKlClD9erVefXqFbq6ulSvXjA9lIJQo0YNdHR02Lt3L6tXr87zOLFYTMeOHfn69Stjx44ttINWKBTSokULNDQ02Lx5M3Z2dgwbNoyVK1dibm7O5MmTUVZWxtramurVq8trpSckJBAWFsaMGTOYOXMmPXv2ZPny5XKxwtOnT3Pp0iWGDBlS5HSabOzt7XFwcGDcuHG0b9++RKImstm8eTPVq1fn1KlT9O7du8gOXLFYzJEjRzA2Nmb16tXcv38fPz8/hTqVfH19Szyt4G9t2ML3GoRSqZThw4cTHJzFzp1mmJv/PLx0/PhIoqJkTJqUu1H78eNHfH196dmzp0K22e3s7HBwcGDSpEl07969xJPGAZYvX07Dhg25e/cuX7584eHDh/j5+REXF4dQKKRBRgaenp4cPXGC5s2bl/h4Zs6cSXR0NFOnTi3W9QsEArp27crHjx8ZMGAADx48yOFRvHv3Lv379ycmJob69evj4uKCkZHRD/3ExcVx6NAhNm7cSNWqVWnYsCFVqlT5QalPKpUSERHBw4cPefr0KUZGRly/fv0v+c7+DVSoUIGVK1cyZswYTExMcHV1LVA7iURCQEAAwcHBRERE8OXLFzIzM8nKykJfX58XL14gk8mKtdi0tLTk1q1bJCUl/TCReXt7Y2NjU6zwnjFjxrBn5056BwXho6GBbhEmnEtiMVuzsujSpQuRkZHcvXuX5cuXU7WqYmqFCoVC9uzZjb5+Wdatm0JSzDmMbZeioZf3QlImk5H8+R7RgVNI+xpI8+bNKV++PP7+/sydO5fffvuNdevWMXDgwEJPsjVq1GDJkiVMnToVXV3dAqs8w/fSTtliOenp6ezcuZOsrCyF1RQvJW+y59moqCxMTf/7ochRUVny3FELCwsyMzMJCAigTp06PxybmprK8+fPuXjxIgDLMzOxEIuxEghwEInINtWz1YZLCj09PfkOqJmZmfzvnz59Ys+ePdy4cQM/Pz95KQ74/vxWrVqVevXq0adPH5o2bYpAIOD169ecOXMGmUzGoUOHGDt2rEJ25iQSCUePHqVChQosWbKEmzdv8vz58xLbgXnx4gVZWVml8/EfkEgk/Pbbb/Tp04d58+bl+ExdXZ1u3bpx8OBBuaCesbExRkZGKCsr8+3bN549e8aXL1+oU6eOQu6JbEQiERUqVMDb2zvf41avXo2fnx/jxo0rVtSRi4sLERERTJkyhXfv3vHx40d0dHTo1KkTjo6OeTqHUlJSePz4MadPn+bChQts376drl27smbNGmxsbBRWMqh9+/YsWrSIAwcO5CluqAgsLS3ZunUrfft+17do3759oeddsVjMgQMHCA8P58aNG2hpaTFmzBjGjRvHly9fiiUQl01qaiq+vr5Mnjy50GmCheFvm2P7Zy5fvsyQIQNJSYln9Wpj+vcvi5JS7j/c5cvfaNMmJN+Y80OHDvH+/XvmzJmjsAVPbGwsS5cu5dChQwqR7M+Pjx8/Ym1tzZEjR/Dw8Mj1GJlMRuXKlXFzc2P79u0lOp6oqCisrKxo3bq1wgRa3r17x+bNm7l48aK8fNKhQ4fo378/5cuXx8PD46e7QlKpFF9fX+7evUtkZCRCoRBjY2MMDAwQCASkpKTIlfdMTU0ZOXIk48aNk3v4SlEMMpmMSZMmsW7dOtzd3fMNf8rKyuL27ds8ePCAb9++YWhoiLm5OUZGRigpKZGenk5kZCTh4eGkpKRgaWlJy5YtizQZZT+zo0ePlpebAYiOjmbVqlWsXr262Lv2QUFBONWpQ5WMDC6rq2NQwPdNukzG3IwM1mRlUUZLCxMTE0JCQmjRogUXLlxQ6IIkm1u3bjF48DBCQ9+jVdYBDcNWaOjWQVndFGQyMlPDSP36lKSY86R9e4OJiTm9euVUi0xOTub8+fP4+PjQvn17jhw5UiBxmuTkZE6ePMnDhw/x8fHh7du3pKWl4erqSrt27QrlLIuMjOTIkSN8+/aNq1evUr9+/SJ9H6UUnLS0NLS0NNm82ZThw0suMqig1K8fTFZWZfr160d6ejozZszg4MGD9O79/zWWX758yZYtW9i/fz+pqakoKSmhp6eHuooKMomET1++kJGVhQiQAL169aJu3bolFtL+5s0btm7dSmhoKFZWVkRHRzNjxgyOHj0KfC+JZWFhgampKWpqakilUuLj4wkPD+fDhw/ExMRgY2PD0KFDWb58OWpqanTu3JktW7ZQp04devbsWaz1jkQi4fDhw7x8+ZJ79+5Rr149duzYwciRI5kzZ06xUyNyY9OmTZiamnL37l2F9/2/yu3bt3Fzc+Px48c51rjp6eksWLCAlStXYmRkhKurKw4ODj/s6EulUqZNm8Yvv/xSqAoSBeHWrVtcv36dlJSUXJ+ThIQETE1NqV+/Ph07diz2+dLT01m6dClfv36lXr16dOzYMdcIhtxITk7mxIkT+Pv7M2fOHBYvXsyAAQOoVatWsceVzb59+8jIyCAwMFBhfWbz9etXfH19efbsGfHx8Tx9+pSrV69SqVIlevfuXWBHXExMDEePHiUqKoqTJ0/KyyklJSVRtWpVtLW1GT58eLHfe4cOHeLNmzcEBQUpVLz2z/ztd2yzad26NQEBr5k4cQJDhuxn/vw4hg/XZfBg/R+8w8uXx1GhghV169bNta+srCyePXuGu7u7Qr345cqVo3LlyuzZs6fEDdvsEiSVK1fO8xiBQEClSpWIi4sr0bEA7Ny5E6FQiLOzs8L6rFSpEpaWlmzevJk2bdpw/vx5+vXrR926denRo0eBfjuhUIiTkxNOTk5ERETw4MEDHj9+jEAgwNbWFn19fXnIc6NGjXKtu1ZK8REIBKxZswZdXV0WLVrE69ev6dKlyw8q4mFhYRw+fJi4uDjq1auHq6trnjmbUqmUV69ecffuXTw9PalTpw5dunQpUJ5ONtnG0h/V/7J3JCpVqsTw4cOLcLU5qVq1Krfu3aNZ48ZUTU1lp6oqHZWU8p0k7ojFtM/KIkksxtnZGVNTU54+fYpYLObr168kJCSUSFqBm5sbwcFv+P333xkzZiwRb1eALKcyoqaWLlUqlsfZeRQ2NjY/XIempia9evWiZs2a8tqIly9fztN7Hh8fz6JFi9i9ezfJycmYmZlhampK48aNCQ8Px9vbm8DAQNq2bUutWrXyfUYTEhK4f/8+d+/epUqVKly8eLE0N+8vQl1dnerVq+LnF/vfHgpisQx//1RatfrucPljmCZ8FxybPHkynp6e6Orq0rBhQ+zs7DAxMclxf0mlUj59+sSbN2+4d+8ehw8f5tmzZ/To0aNEQguzx6ehoZFjl6d169Y4OTnl+26LiYnh0qVLBL56w7Rp0+R/zxZWe/LkCRkZGXh4eBRJBTklJYWjR4/y+vVrjh07Jk/R6NWrFzNmzODixYsKT8MKDAwkODiYZcuWKbTf/3WyQ+b/GLWTlJRE27Zt8fb2pnXr1ri5ueXrPBaLxcUOt80NbW1t0tLSyMjIyPWdv2/fPsRiscI2QNTU1GjUqBEXL16kXbt2BTZq4ftcNWDAAM6dO8fixYvl60JFUr16dQ4ePEhCQgK6urr4+fnh4+PDlStXeP78OV+/fkVVVRUnJydmzZpVoDW0j48P69at58SJE4jFWSgpa6CibohMKgYEBAcHs+jXJVQob0mXLl3yXEPFxMTI18TW1tZyZ1U2Wlpa7Nq1i9atW8udKUXF19eXJ0+esGfPnhI1auF/yLCF72E6e/fuY/z4CWzduoVlyw4yb14M5ctr4OCgQs2aaqSmSrl7N4l+/TrluXCMiopCLBbnaxQWlUqVKuHl5YVMJitRoZLssID379/nGloF33fJQkJCSqw8wR85cuQItWrVKtRL5WcIBAKcnJw4ffo0ISEhDBw4kOrVqxfYqP0z5ubmeHh4UKFCBQ4fPsyaNWvo3r27wsZbSv4IBALmz59Pq1at6N+/P2vWrMHa2hoHBwcsLCyIj4/n0KFDmJiYMGXKlJ++/LLr2lWvXh0/Pz9Onz7NunXrGDVqVIE9ldmCN9kLAJlMxunTpwkPD+fhw4fFyr3/I46Ojrx+947uXbvS2dubqkIhw5WVcRaJqC4Uogp8lsl4KpVyOCuLozIZderU4cCBA/Icc5lMxrVr1+jbty9t2rThwYMHJRLOk60eHBkZQZ/evalYsSLJyckIBAK0tLQKnLphZ2fH0KFD2b59O+PGjWPHjh0/HHPhwgWGDh1KUlISLi4uNGjQ4Iddn7i4OE6dOsXBgwc5c+YMtra2WFhYYGhoiJKSEmlpaURGRhIWFsabN2/Q0NBg1qxZzJ49+y9JCSnl/3F0rM/9+8dKfP77Gc+epZGeLpVHEkj+UypLWVkZHx8fOnfuzJcvX+jatSsNGjTI0wDIjvAxNjamUaNGBAQEcPLkSZYtW0bPnj2xt7dX6LijoqIwMDBgxYoVrFq1CgcHBzp37pyvQfu9Jvdpnj71Q1lVn7LWo9DUd0VdtxbKqt9TdDLTIvj8YQcBgZtZunQpHh4e2NraFug3kslkvHz5klOnTgFw9uxZ2rZtK/9cU1OTDRs20LdvX+zt7RXmSEpNTeXEiRO0bt36pzXD/21kOzXfv39P7dq1ycrKol27dvj6+jJ69GjKly+fb3tFPptisZiAgADevXtHeHi4PBWuWrVq1KlTh7p16+Lh4SGv/Xzw4EHs7OwUalTXq1ePixcv4u/vX+jqCwKBgA4dOvDy5UtEIpHC59Tsd9CcOXO4du0awcHBckFaLS0tDAwMiIuL4+LFi1y8eJE6deqwZcuWXLU9UlJSmDFjBps2bUJDuyJGVX5F29gdVU0bBILv7zBJVhKpiU9JCD9EyIdjrFi5mrJ6OlSoUAFtbW1kMhkJCQlERkYSFxeHoaEhs2fPZtq0abmu393d3Zk+fTrLly9HKBTSuHHjQt8/vr6+HDlyhP79+9O/f/8ifIuF438mFDk3EhMTuXTpEn5+fvj6PubVq1d8/ZqEVCpj+fLleXr2vby8OHXqFMuXL0dZWbG5QK9fv2b79u28f/+eChUqKLTvP9OgQQM0NDS4ceNGrjdadrmRW7du0bRp0xIbR0pKClpaWnTv3l3hCsIRERGsWrWKpk2b4ufnx7Rp04olGJTN3r17CQsL4927dyUSPlVK/ojFYi5evMjmzZu5ffs2YrEYgUBAjRo16NevX5F2zj9//szmzZtRUlJiwoQJBdq5ffnyJbt27WLBggWUKVOGU6dO8ejRI3bu3MmQIUOKcmn5IpPJuHz5MtOnTiXw1Stye/mKBAIMy5UjKCgoVyPSx8eHevXqcfjwYXr27KnwMb5+/ZpatWrh4uJSYPGm/PDy8uLEiRNcu3aNFi1ayP++du1aJk2aRPXq1enWrdtPd8BiY2Px9vbm/fv3REZG5qh1W7ZsWRwdHencuTO9evUqkZ2IUn7OtWvXaNWqFQ8eVMLFpfjv6aIybFg4J09mMWfOfEQiETExMSxbtox169Yxe/ZsjIyM6NOnT5HyxlJTUzl+/Dj+/v707t1boaJG27dvJyMjg5CQEDp16vTT/PK3b9+yb/8hMjLBxHYZeha9EIryduZkpoYT/mwYSXG3MTIyolGjRlSrVo2yZcvmWEPIZDLi4+N59eoVDx8+JDo6mrZt27Jjx45cd39kMhkdO3bk5s2bjBo1Kkd+cFHIysrC09OT6OhoXr16Vez+/mlkZWVhZWVFmzZt8PT05LfffmPevHmMHj26QEKZMpmMmTNn0qxZsxzv5MIgFou5ffs29+7dIykpiXLlyskdjkKhkJSUFKKioggLCyMjI4M2bdqwePFi6tWrR7t27WjYsGGRzpsXK1aswNLSMs/UvJ+xdetWlJSUFC4yKBaLmTJlCgKBgFq1atGgQQPKly//g+2RmJiIv78/9+7dIz4+nrFjx7JkyRL5OiYuLo5mzVry+vUbylX7tUAij1lpUUT4j+ZrzGVMTU1RVVVFKBRiYmKCo6OjPM3nZ8a8TCZj+vTprFy5kho1atC1a9cCObhTU1M5e/YsPj4+9O/fH09Pz78kKvJ/asf2z+jq6tKrV68cYb99+vTh4cOH+X55KSkpaGhoKNyoBeS5mZ8/fy5xw3batGl07tyZuXPnsmjRohy7mEFBQfTv3x9HR0eF51D8maCgIGQyWYlMPiYmJohEIm7fvk2PHj0UYtQCdO7cmUWLFsnrmJby16KkpESHDh3o0KED0dHR2NnZYWhoSP/+/YucO2pgYMDo0aNZs2YNp0+fLlBYXHh4OJqamiQkJLBlyxbi4+PZs2dPkWooFwSBQECbNm1o06YNKSkprFixguXLlyORSNDS0kJDQ4OYmBjGjRuX58Th5ORE06ZN2bFjR4kYtlOmTEFPT4/WrVsrpD9nZ2f8/f0ZM2YMQUFBCAQCtm/fzqRJk2jWrBm//PJLgTzA5cqVk+dkicViAgMDOXz4MHXq1OHOnTslKkZRSsFo3rw5lSqVZ8uW+P+aYZuYKObgwUSaNGkpf5dEREQA33dNTE1NGTJkSJF38zU0NOjXrx/Hjx/n8OHDaGtrKyT6KykpiTdv3iCVSmnfvv1PjdpXr16xa9duNPQbUsV1N8pqPw/vU9GwoILzJZLjbvLp3WpOnjwJfN91zdYwEIvFfPr0ieTkZEQiER06dGD06NFyUarcEAgE7N+/nyZNmrB161YGDx78013DvEhNTWXfvn2EhoZy9erVUqM2F5SVlZk2bRoTJ07EyMiIVatW4ebmVuDqDwKBAAsLC8LDw4t0/qioKA4ePCgX8GzYsGGeEVYZGRk8ffqU27dvU7duXcRicYn8pubm5kRFRRW5vUgkKpEok+w+27Rpk68TIVsosWHDhty7d49t27Zx+/Ztrl+/jpaWFs2ateTt+2gqNryPuk7B9ESU1U2xrnea2LfLiXq9gNWrVzNp0qQiXcOKFSto0KABw4cPZ8mSJdSpUwcnJycsLCxy2FsSiYSoqCiePHmCr68vIpGIXbt2FUlIsqj8Txu2uREUFJSrQu5fzV/xA3bq1Inly5czffp0jhw5Ik8W9/Ly4uzZs1SuXJmzZ8+W+FiSk5MBFBa2+UeyQ0MUXfdKW1sbe3t7Nm/ezKRJk0rrW/4XmT59OhkZGfTq1avYgkgGBgZ07tyZgwcPUrt27XwFpaRSqbzUz/r16+We0aLWxS0sZcqU4e7du5iZmeHl5YWxsTGvX7/G1tb2p97shg0bsmvXLoWP6cOHD1y+fJkePXoozFAUCAS0bNmSTZs2cfv2bUxMTBg3bhyurq4FNmr/jJKSEvb29mhqarJ582aWLVv2gzpoKX89mZmZVK1anePHL7JsmTEWFn+9s2HnzngyM2U5BMPevn2LhoYGampqDB48uNgh6kKhkO7du/PlyxcOHz7MjBkzij3/3b9/H/heW/pnEVZRUVHs3r0HTcNWWDkdQSgs+PcsEAjQMmqOllFz0pPeEeLdHon0k1whV1VVlYoVK+Lg4FCoMkE6OjrcunWLNm3asHHjRtzc3HB3dy/UDs2rV6/+kzco5sqVK4VSRP+3MX78eMLDw1m6dCmampq0atWqUO0rVKjA3bt3ycjIKNTzEBISwvbt2ylbtiwTJ078aVUCVVVVGjRogIODA0ePHuXp06eF0sEoKBoaGqSnpxerfUH0aBISEvD19eXr16+oqalRq1YtzM3N8zz+27dvAAXOKxUKhTRp0oTKlSuzfft2mjdvjqurK69eB1GpEEZtNgKBAOMqM5BmfWPatOk0a9asyCkUnTp1olGjRmzZsoWtW7fi7e2NkpKSXHE7MzOTT58+IZFIEAqFSKVSKlWqhLe3N7a2ttSrV+8vWWv/4+ofZGRk/HQnVktLi5SUFDIzMxV+/sTERIC/zLieNm0ajx49wsXFha1btzJ37lyCg4NZv349jx8//ku8ndkTV3YekyKRyWSIxWJMTEwUviPj4ODAhw8feP/+vUL7LaXghIaGcvDgQdzd3RVSdgu+/642NjZcu3Yt3+PevXvH58+fqVSpEidOnODTp0+4u7vj4eFBUlKSQsaSHy9fvuTu3bssW7ZMbkxn3+PZk2FeJCUllcgO5f79+1FXV88zb7+oVKxYERMTE3bv3s2AAQMoW7ZskUoS5NZvs2bN+PXXXwkICFDQaEspCo8fP8be3p5Lly6hpKTE4MER/NWZTiEhGcyfH0uDBg3k75PU1FSePXtGamoqPXr0UJgDVigU4uHhQVpaGr///nux+kpKSuL27dsoKSnRvXv3fJ8LiUTCwUNHUNaogFXdg4Uyav+MmpYNNo3uIJWpI5ZIOXLkCPv27WPevHm0bdu20LVp9fT0uHfvHgsXLuTu3bssXbqU69ev5/s+lUgk+Pv7s3nzZnbs2EHdunUJDAws8Uiz/3UEAgELFy5EXV0dFxeXQkcg1qtXj4yMDHx9fQvcJiYmhh07dmBubs6ECRMKVWpPRUVF7rAtibWiVCotlhhs9o5vXmOTSCScOHGCX3/9lTt37pCYmMizZ89YtWoV27Ztk2/w/JnsXfH8jN/cyK7S8e7dO7Zt2065qotQ16lRuIv6A8a2C1DTqsqgQUOL9V7W19dn7ty5hIWFsXfvXkxNTYmKiiImJgapVEqNGjVo3749gwYNokePHhgZGXHu3DkaNGiAo6Njoe63ovKP27FVV1cnIyMj32PMzc2RyWRERUXJE9oVRXh4OHp6ej+ovZYk9erVyzXR/K8i+zuMi4tTuNrZ169fycrKKvRLoSBk/0Z+fn5UqlRJ4f2X8nN27NiBmppasWrF/hmBQEDjxo3x9PQkICAAsVgsLw0E33dKTU1NuXLlCjVr1uTp06fyheSWLVuwtrbm0KFDjBgxQmFjyo2rV69SpkyZHCUPypcvT4UKFThy5Ii8xNWfycrK4tixY/zyyy8KH5O3tzfly5dXuNEsEAiwsbHh1q1bREdHM2rUKIWdo1WrVvIFxt69exXSZymFY+vWrYwZMwZzc3OmTZtGfHw8O3bsYM+eeAYNKn79w4IglcoYODCcMmW0aNeuvfzvXl5eiMViatasmaOklyLQ19enefPmXL16FXd39yKlyshkMo4fP45UKsXZ2fmnueb3798nOioKm0Z3EYqKL9aorFYOY7t1nD3Th4sXLxb7vaKsrMycOXPo1KkTq1at4siRI1y6dAljY2PMzMzQ1dVFIBCQlpZGeHg4kZGRco0F+L67fvjwYQYNGlRow/rfxuPHj0lLS6N27dqFblu2bFlq1qzJtWvXqF279k+VsrNLPWlrazN06NAiRT1k65nExcXlqdRbVD59+lQsvRQrKyuysrL48OFDruvBY8eOyeeZIUOGoKWlhVgs5ty5c4wYMYLt27czduzYH+a1d+/eoaOjUyTH/XfhOhOiPokxrDi6yNcGIBSqUK7aUp56t8Pb27tYFUxkMhlLly5l4cKFmJiYMHToUKpVq5arY6FBgwZIpVKCgoK4fPky9evXZ/bs2cyfP7/Easv/43ZsbW1tiY3Nv9xA9u5fUFCQws//9u1b6tev/68KbTU1NcXQ0LDI+Rr5kZ0bVRIK1pqammhra/P27VuF911KwThz5gz29vYKV6+1tbVFXV0dT09P9u7di6+vL1FRUURFReHr68uBAweIi4tDWVmZ48ePy720FhYWNG3alMuXLyt0PLmRnp5OmTJlcnjahUIho0aN4ujRo9y6dSvXdr/99htRUVGMHDlS4WPy8/MrsSgPc3NzoqOjMTU1VaiBoaSkRIMGDThy5AhfvnxRWL+lFIzNmzczatQoXF1dGT9+PMbGxtja2uLk5MSECdEEBqb9JeNYtuwT9+4l06NHb/n7JDY2lmvXriGTyYpVqiIzMxNfX1+uXr3KjRs3+PDhg3zXI1sw0cfHp0h937p1i5cvXyKRSH6q6CqVSrl79wG6Zt3Q0FOcaJWeWVe09J1Yt26DwvqsXr06e/bsITg4mObNmxMdHc3z58/x8vLC29ubt2/fUrZsWdq0acPUqVOZM2cOAwcOxNDQkLlz52Jubs7ixYvlyvWl/Iifnx+qqqpFjhDs1KkTGRkZnDp16qe7eF5eXoSHh9OrV68iRz3o6Oigra2t8LWiTCYjIiKiWBsgVlZWGBoa4uXl9cNnUVFR+Pj4sGnTJiZOnCgXJ1RSUqJLly5cu3aNiIgIeWpTNhkZGTx58gQnJ6ci2QQZGRlERERiUH6EXPW4OGgZNUNDu0Kx0phkMhkjR45k3rx5NGvWjAkTJlC9evV8jVShUIitrS0TJkygRYsW/PrrrwwbNqzEInr+cTu2jo6OHDp0iMzMzDx3BJSUlHBwcMDb25sWLVoUOa9PLBaTmZkpzwONiooiJCSEFStWFOcS/ucQCAS4ublx9+5d2rRpo1Cj/vnz5wiFwgKXbyksKioqxcrLKKXopKSk8PbtW7p165br51KplNTUVAQCARoaGoW6r4RCIVZWViQlJTFixIgfVHKTkpJ49+4d3t7eeHh4UL9+ffbu3UuVKlXQ09Pj69evxbq2glC+fHk+ffrE+/fvc4h+jB07lmvXrtGmTRvGjRvHoEGDMDY25sWLF2zYsIFTp07x22+/KbSIPHyfsD5//lxiz5q2tjYCgQBHR0eFO/6cnJy4cOEC165dKxFBE2UbogAAX21JREFUrVJy586dO4wZM4YmTZrQoUOHHL9rp06diIoKp1mzD9y/XxEbm5IrvbR162dmz46mVatWcqdJZmYmR44cQUNDA3V1daysrArdr1Qq5erVqzx48IDU1FT09fVJT0/n999/x9zcnA4dOmBjY4OdnR3Pnz8vlPEslUq5fv06ly9fxsnJidDQ0J/m979584aEhM/Y1FB8NIme1TBu3hxCcHCwwiKYfH196d69O5GRkbRr1w4XF5d8jSJ9fX3s7e3p2LEjt27dYv78+Zw+fZrjx4+XRlXlwocPHzAyMiryzpeuri5du3bl4MGD6Ojo0K5du1zfzVKplHv37lGnTp1iRzna2Njg7+9PmzZtfjruuLg4Hjx4gL+/P6mpqejo6ODg4ICLi0uOOT04OJjk5ORiOUyFQiGurq6cO3eOyMjIHA7eR48eYWRkxMCBA3NtW7t2bdzd3Xn8+HGO3P7bt2+TmZlZ5N3RiIgIJJIstMsVLn86LwQCIRr6Lbl//26R+1i+fDnbt2+Xr5sKg0gkwt3dnbJly7Jr1y6sra2ZM2dOkceSF/+4HdvWrVsjkUh49uxZvse5urry9etXHj58WOC+JRIJL1684MCBAyxZsoSpU6cya9Yspk+fzpw5c9i2bRtaWlqF/rH/CYwcOZKYmBjevXunsD6Tk5N5/vw5Uqm0RPKh4btHTJG1d0spOEFBQUil0h92CFNSUrhy5QqLFi1izpw5zJ49m+XLl3P37t1Cee/NzMxITU3NtfSLlpYWderUYfTo0YwbN46QkBDs7e05ceIEPj4+RVb0LAydO3dGT0+PNWvW5Pi7iooK58+fZ/z48WzevJlq1aqhp6dH48aNefHiBXv27GHWrFkKH0+297Skok0SEhKQyWQKT/8A5PUA/fz8FN53KbmTnJzMgAEDqFSpUq750urq6gwfPgqBQAcXl2CePUtV+BhkMhnLlsUyalQEjRo1wt3dHfhu1O7Zs4fY2Fj09fWxtrYu9H0tlUo5dOgQ169fZ8SIEbx//564uDi+fv3KlStXsLKyYvv27bx69Qpra+t88/P+zJcvX9i2bRuXL19m0aJFKCkpFSg0Mzg4GBX1cmjoKT71SMe0IwgE3L1b9EXvH7l//z5NmjRBKpUyZcoUmjVrVuCdvjJlytCuXTsmTJhAVFQULi4uvHr1SiHj+ichFouLLbjo6OgodyTs3bs311zR4OBgPn/+XOgasbnh4uJCXFwcb968yfe4169fs2rVKgICAhg0aBArV66kY8eO3Lt3j1WrVuVQQH7w4AFGRkbFdn64uLhQpkwZDh48iFgslv/98+fP1K9fP988ZhcXlxwRQ5GRkVy7do3mzZsX2VkcERGBUKSCmla1IrXPDXXdWgQHB5GaWvj38cuXL+U7tcWxc5ycnGjZsiULFy7k+fPnRe4nL/5xhm3FihX/U0fvQY46h3/GzMwMZ2dnLly48NPwNZlMhre3N7/++iu7d+8mNjaWypUr0717dwYMGEDfvn1xdXXF3Nyc9PR0ypcvz6BBg/5VYXGNGjXC3t6e8+fP53ghFIfz58+jrq6OkpISMTExCunzj3z9+pWkpCSqVVPcS6OUgpObmnZiYiIbNmzg3r179OjRg9OnT3Ps2DEaNWrEhQsX2LZt209z6LNRU1MrkEOkQoUKTJkyherVq9OjRw/CwsIUXssuN9TV1ZkzZw5btmzh119/JS3t/0M2BQIB5ubmpKWl0a1bN44dO8aDBw8ICgoqsVJEQqEQbW3tEhPOyl6IlFSos4mJCS9fviyRvkv5kWXLlhEdHY2Hh0eeOy9aWlqMGTMedXUj6tV7x+LFMWRlKSb8LCwsk5YtQ5g5M5oWLVrQqVMnBAIBMTExbN68mdDQUE6ePMnHjx8LJXKTjZ+fH35+fhw5coRVq1bJnV1CoZBWrVpx+/ZtWrVqxcGDBylXrhxisZjXr1/n22dERATHjh1j+fLlpKWlcePGDebOncu7d+8KpMYeFhaBuo7iIx4AREqaaOpUUYhzKDAwkDZt2mBmZsaoUaOKHCpraWkpz1t0c3MrVjmXfyJaWlo55o2i0qRJEwYMGMC7d+9YunQpN27cyGHgvn//njJlyijE4Vu+fHmsrKw4c+ZMno7qhIQE9u7di5ubG2FhYaxevZpx48axY8cOQkJCsLS0ZOfOnWRlZfHmzRv8/f3zLUdVUJSUlDA0NCQ2NpbDhw/LHVUqKio/VUz+/Pmz3PCNj4/H09MTY2NjWrZsWeTxpKWloaSii0CouOBaJVUjZDJZkaLSxo0bh4GBgUJKAbZs2ZJy5coxenTxcodz4x8Xigwwa9YsGjVqxIMHD2jUqFGex7Vv356goCB27tzJmDFjchV++Pr1K4cOHeLt27fymrD5xfGnpKTg4+PD8ePH+f3339m9e3eJiLz83RAIBOzevRsnJyeuXr1K69ati5UYHhAQgI+PD7t27WLjxo18/PhR4QW9w8LCABRaRqiUgpM9CWRPHjKZjP3796OkpMSLFy9yhOd2795dnjpw+vTpAoWbSiQSZDIZ8fHx6Onp5Tvpqaio0KdPH6RSKS9fvlSYQvPPmDhxIl+/fmXevHmsW7cOd3d3RCIR165dIzY2ltGjR7Nhw4YSE1n4M7Vr15bntSuaT58+AZRYvVk1NbU8lSlLUSwZGRls27aN+vXrY2BgkO+xmpqajBs3katXrzJ//g1OnfrGxo2muLiUKdJCNDVVyp49X5gxIwYVlTIMHz6catWqkZyczIMHD7h58ybW1tbcu3cPKysrJBKJvL58YfDy8qJly5Z0794918+VlZXZvHkzFSpUkM8lnp6eGBoaYmpqmqMERmxsLJGRkcTHx2NiYsLs2bNz5Orllzr1R+I+f0HVoF2hr6WgiDSq8fZdcLH6yMrKom/fvmhpaTFo0KBi6ydoamoybNgwVq9ezbBhw7hw4cK/SsMkP2rWrMnatWtJT08vttp3rVq1qFixIhcuXODy5ctcunQJa2trzM3NefPmDebm5gr53gUCAR4eHqxatYoLFy7QuXPnH455+PAhysrKHD169AdRq3LlynHixAmqVq3K48ePuXnzJjY2NgoRUM1+Vrt06cLp06dJT0+nZ8+eVK9enUOHDvHmzRuqVKmSa7tDhw5ha2vL+/fv5euYYcOGFarc1Z8RCoXIpIrZKMpGJv3uTCjsuAIDA7lz5w79+vUr1jVlo6SkRMuWLdmzZw8vXrygZs2axe4zm3/cji18r/E4atQoLl68SGRkZJ7HqampMXz4cJKTk9m4cSPR0dE5Po+Pj2fDhg3ExsYyfPhw+vTp89Pk9DJlytC0aVOmTZtGuXLl6NChw79GqVNFRYXatWtz69YtJk2axNy5czlz5gyfP38uVD/v37/nwIEDtG/fnoEDB9K+fXsCAgIUngv75MkTqlWrVqTcq1KKT7b3N9vg+fjxo7xGXm6F5hs0aMDChQvx8/Mr0K7ip0+fSE9PZ9GiRcydO5fTp0/nKywnFArp2bMnZcuWZeDAgflGfCiK7JIN7969Y+DAgYSFhRESEkLXrl0JCAhg06ZNf5lRC8hz/UqiHEP2e6CkvlexWFzokhelFI1Tp07x5cuXAocmKikp0bZtWyZMmEhcnDYNGwZTs+Y7tm//zLdvP7/XZDIZb96kM3lyJKamrxg7NpKqVWvRq1c/EhMT2b9/PwsWLODWrVtMnDgRf39/HB0dixxen5iYSGhoKIMHD873OCsrK5o1ayYPq5w3bx59+vRBW1ubwMBAnjx5QlBQEIaGhgwZMoTz588TFhbGvHnzcqRIKCsrFyjNQiKWIBQpvl58NkKhKhkZxUv7WblyJf7+/vTs2VNhpZW0tbXp2rUrFy9e5NChQwrp85+Ao+N3AbGQkBCF9KelpUWvXr1o06YNMpmM2rVrExUVRXx8PPr6ilM3NzExkYcVX7ly5QcRoYCAADw8PPJ0SFWpUgUXFxd+//130tPT840aKQxPnz4lNTWVpUuXcuHCBT59+iSPrtDR0aFfv34kJCTkaCMWixk+fDjx8fGkpKSwceNGtLW1GTdu3E8Vzn+Gvr4+WRnxiDMVF/2ZkfyWMpraCIVCbt68yapVq5g9ezZz585l+/bt+Pr65hoVt2/fPrS1tRVqgNrZ2aGrq8uePXsU1if8Q3ds4XuC88OHD9m2bRsjRozIM/ytXLlyjBs3Dk9PT1atWkWrVq1o2LAhAoGArVu3AjBhwoRCx8jr6OgwaNAgTpw4weDBgzEyMsqzfMc/gZMnT9K7d28MDAyYMWMG1tbWBAUFsXv3bnx8fBg0aNBPE/ulUileXl5cuHABFxcXjhw5gkAgYNiwYfz22288fvxYYQXbv3z5QkBAABs3biz1/v6XMDExwdjYmLCwMOzt7fH398fY2FieJ5cbAwcOZNq0aQQEBMjVSPMiPDycunXrUrNmTYKDg/Hx8eHevXs4OTnRsWPHXMsbqKqq0r17dzZv3sy5c+fo1KlTsa+zIFSqVIlVq1b9JefKj169erFy5UoCAwMVOoFFRkbKUzM+ffqk8LJg8L3GYm4OkVIUz40bN7CwsKBcuXKFamdpacnkydN4+/YtXl73GTXqFaNGRVC5sjp166pRq5Y6enoilJUFpKfLCAvLxNc3DR+fFL58kSASQbbPxdfXD19fP7ni5tKlSxk4cGCOBXh2FFZhd/KzwzsLEsJsaWlJYGAg8D0KrCgRQNlCcj9DSVkJiTil0P0XFKkkFQ31ohujaWlprFy5EhcXF4WXPKxRowY1a9Zk0aJF9O7du3Te5rvytK2tLY8ePcLW1lYhfcpkMp4/f84vv/zCyZMnAbC3t1e4g7Vhw4bEx8dz5coVIiMj6datm9yQzcjI+OkcYWZmxqNHjzA0NCy2AZl9zps3b9K6dWsqVqxIxYoVefXqFePHj+fo0aOoqKjw/PlzKlWqxJAhQ7C3tyc8PJwdO3bIVdKzHVw9evRQSNRX9vsnNcFXYQJSqQk+qKl9V9KWSqWoqamhqamJTCYjISEBqVSKjo4OAwcOZPTo0fK85YcPH1KhQgWF7NZmIxKJqFixIt7e3grrE/7Bhq2mpiYLFy6kS5curF27lvbt2+Pq6prrw2lkZMTUqVO5fPkyV65c4caN/2vvzgNqzv7Hjz/vbZFSIUQqNXZCiCEx9j1ixr6MjJ3Mns/MMAYzxjKZxU62pMi+RCKlRZEsaSFbKWWrSPty7+8P3+5vmva6Wc/jz+77vt/nduve9+uc13m9zlKzZk1evHjB999/X+GN31KplFGjRpGSkoKtrS2RkZGV6rP1tgoPD2fChAmMHDmSXbt2FUipWrx4McOHD2f79u388MMPRc7A5fe48vLy4u7du8yePZs1a9YoZnsbNmzI559/jqurK23btq101Va5XM6+ffvQ19dn0qRJlTqXUDk9e/bEx8eHoUOHkpGRQcOGDUsshlG7dm20tLRK3VeUkJDA06dPGTp0KK1bt6Z169YMGTKEixcvcvz4cW7duoWtrW2RhYyaNm3KRx99xPr1619bYPu2MDc3p0uXLpw7dw4zMzOl3cx4eXlRr149njx5QmxsrNID29zcXB4/fszz58+Vel6haMHBwRVurSGVSmnRogUtWrQgOTmZW7du8eDBA3x9H7Bv3yOys/9/6p2qKjRq9BGJiSnMmjWLefPmcffuXdLS0lBTU8PAwABzc/Nie3BqamrSpEmTEjO3ipJfUDAmJqbUCbSYmBhkMhmqqqoVDi46derE4cOHSz2uvn5dHiaFVegaZZGTFkbLlhVPdd63bx/Pnz9X2gT0f/Xo0YN169bh7e1dqfZN7wuJRMK8efOYN28eCQkJSvlcjYyMVARs+WrXrl1opVIZ2rVrh7e3N7GxsaxcuZIuXbooejlfvny52OfJZDKCg4Pp2bMn3t7eeHl5VWovK4C7uzspKSn8+eefip/VrVsXFxcXli9fzpYtWzh69Cg3b97EwcGBvLw8JBIJampqWFhYMHPmTAYMGICRkRGPHj2qVOuhf19fr049kmP3KCWwzc16yotHp9DR1mTkyJE0bdqUunXrKr7ns7OziY+P58aNG2zbto3169fz888/Y29vX+6q72VlaGjIiRMnmDRpEuPHj2fAgAGVvu94bwPby5cvM27cOExNTalbty6HDh3i0qVLWFlZ0aFDh0L7WdTU1Bg8eDC1atXi9OnTPHnyhFGjRlWoQXhsbCxBQUEkJyejrq5OixYtuH//Pvb29jg6OirrJb411q1bh56eXqGgFl6lthw4cAADAwM2bNhAx44dqV27NhKJhJcvXxIbG8v9+/dJTEykXbt2nDt3jl69ehW6hoODA6dOncLV1bXM+xZyc3OJiIggMTERNTU1WrZsiZ6eHr6+vkRFRXHy5MkiK+YKr8+sWbPYu3cvt2/fpkaNGly5cqXE/Wbx8fGkpqYWuR/+3/z9/dHR0aF169aKn6mqqtKtWzdatWqFk5MTGzZsYNasWXz00UeFnt+lSxdcXFyUdrPwLlm5ciWffPIJvr6+9OzZs9LnCwsL48qVK+zYsYO//vqLGzdu0Llz58oP9F/Cw8ORyWSvpU3Th04ulxMZGYmNjU2lz1WrVi26dOlSoMJmXl4eeXl5vHjxgt9++42+ffuRkXEcdXV1xSRVeXTq1Klc3Q/gVRsUU1NTHB0dGTt2bLHH3b9/X7Gnt2XLlhWusG9pacmGDRtITEwsMeXTyMiQO/dCkMtlSCTKXUHLzU4mPeVepWpOuLi40Lx581L3XVdU48aN0dfXx8XFRQS2/2fq1Kn8888/uLq68uWXX1aqSnJGRgb79++nT58+DBjw/wOpDh06sHv3bmUMt4C4uDjU1NS4ceMGf/zxBzt27MDLy4saNWpw//59wsLCMDMzK/S8o0ePcv/+fZycnPj4449ZsWIFderUoUOHDhUah5+fH76+vvz99980a9as0OMmJiYsX76c5cuXk52dTWxsLCkpKejp6WFkZFQge8DExIT79+8r0sQrQyKR0N3KkqPHDlE/bQnVtCpXvOvpvY1IJWBvb1/kPZS6ujomJiaYmJgwcOBAPD09Wbx4MSdOnCAtLa1K7pd1dXXJy8sjJCQEZ2dnzM3NOXHiRKWKTL6Xe2wzMjIYO3YsdevWZfr06YwePRo7Ozt0dHTYt28fP/zwA3/88Qd79uzhwIEDuLi4sGbNGv73v/9x8OBB4NUqbmkztf+VlZXFtm3bcHBwIDo6miZNmqChoaE4565du8q93/RdsG/fPqZMmVJsMFK7dm1Gjx5Neno6vr6+7N69GycnJ9zd3ZHL5YwZM4agoCCuXr1aZFALr240XFxciI6OZteuXaXuRwoICFBUsT579iyHDx/m119/xcHBgcOHD/PVV18ppbKbUDk9evSgbdu2nDhxgvbt25OUlMT+/fuLPX7Tpk1Uq1aNNm3aFHtMQkICQUFBdOvWrcgJkFq1ajF79myMjY3ZsmVLkTPR+WnzJc0av6969OiBnZ0d7u7uXL58mbS0iqc+Pn36FDc3NwYPHsznn3/O7NmzCQ8PJykpSYkjfvX/Xrdu3WJX7gTlycrKIi8vT2n7J/8rvy98/nuZP9FV0b/DoUOHEhMTU+7K+lZWVnh5eeHs7Fzk41lZWcyePRtNTU0SEhKwtq74SueIESPQ1dUtNQBv0aIFOVmJpD71rvC1ivP84X6kUqniOzghIYETJ07w119/sXLlSv7880+OHTtWbGViuVxOcHBwkROFyiKRSDA1NeXSpUtVdo13TbVq1di1axdxcXEcOHCg0H7VssrNzWX37t3k5OSwbdu2AsHaxx9/zNOnT5V+/xoVFUXbtm0xNDTkr7/+Ij4+nr179zJ16lS0tbXp168fXl5eiteUm5uLq6srkydPZtCgQXTr1o1ly5Yxfvx4nJ2dOXPmTLnqQ+Tk5HDs2DEOHjzIN998g52dXanPUVdXp3HjxrRv3x5jY+NCKfGjR4/m2rVrSmtR2aVLFzSqafDgynTk8orXp8hICefJ7VX06vVJqQsD8Gqxb8iQIdjZ2REWVvEsEZlMRmRkJP7+/ly6dKlQfZT89zY4OBg/Pz8SExPp379/hdoR5XsvA9vFixfz4MEDxo8frwi2GjduzIwZM/jpp5+wsbHBwMCAJ0+ecO/ePR4/fky9evWwtrbGzs6O9PR0unfvXq7lcLlczu7du7l79y6urq7ExMRw9OhRAgMDiYyMxMzMDLlcjoODQ1W97DdCLpfz/PnzUvfTmJiYoKOjw4sXL0hNTSUlJYX09HQuX77M+vXr+fjjj0vdM9OzZ08OHz5MVFQUf/31F7GxsUUed+7cOfbv34+NjQ1hYWGkpqby4sULNm/eTFpaGnp6elXSFFooP4lEwrZt23j48CE3btzAzMyMuXPnEhQUVOjYgwcP8vvvv9O1a9diV0Zyc3NxcXGhTp06Jc7oq6urKyp27tu3r9DNQM2aNdHW1ubKlSuVe4HvmPzPsYCAAHJycnB2dmbRokVs376d6Ojocp0rISGBDRs2oK+vz86dO5FIJEyYMIGaNWty/PhxpY05LCyMqKgoMjIyKjxjL5Rd/mRRVRdXyz+/iooKMpmswoXBPv30U+rUqUNAQEC5ntehQwc6d+7M5MmTmT9/PlFRUcCrFeVjx47Ro0cPvLy86NixI9nZ2cycObNC44NXKdNTp07l4sWLJe4HNjU1Rb++Ac/ub6zwtYoil8tIjtlMv/4DcHJywsTEBAMDA6ytrVmwYAHLli3jf//7H8OHD6dhw4YYGxuzbNmyAgU3o6Ojef78eYVaK5WHkZERkZGRSi8m+S7r3LkzW7duJTAwEFdX1zK3xMuXmprKtm3buHPnDgcPHixUUHPo0KHUrFmz3JkPJXn+/DlhYWHY2toqfqalpcWYMWP4+++/uXnzJsbGxvTt25dmzZrRt29fGjVqxPjx4+nTpw9ubm5IJBKkUim7du1iwYIFnDp1in/++YfIyMgSP5/y8vIIDQ1lzZo1+Pn5sWrVKv744w+l7NueNWsW6enpSts3KpVKUVdXIS3Rn4SInys0cZGT9YSY4DHUrVO33As6pqamzJo1C6lUWu509MuXL/Pbb7+xefNmDh8+jIuLC0uWLMHFxUXxN5qUlIS2tjaamppYWVlx8uRJIiMj2bdvX7mu9W/vXSry8+fPWbduHb169SqysEWdOnVKbBtz/fp1ZDJZuQunREdHExYWxv79+/nss88KPNaiRQs8PT1p3rw5Li4u/P777+U699tMIpGgr69fav++iIgI6tevj0QiQUtLq8LXGzx4MBcvXmTy5Mn8+eeftG/fHisrK0xMTJBIJLx48YITJ07w3XffsXr1asXztLS0mD59Oj169KBTp0788ccf79X78C6zsLDgp59+YtmyZXz66aekp6fTtWtX+vfvz6BBg8jOzubAgQMEBwfTvn37Yttn5eXl4ezsTHx8PPPnzy/1RlhTU5MxY8awZcsWQkNDadeuneIxiUSCrq7uB9WLWi6XY2dnx/r16xk0aBD79++nfv36hIaGsnbtWtauXcukSZMwNzcv8Tx5eXl4e3tz+vRpmjVrxpkzZxRbOmrUqMH69esZN24cbdu2pX379qWOKzc3l+vXrxMXF4dEIqFRo0aYmZmhoqJCWloaBw4coEWLFty8eZPZs2cr41chlEBVVZVatWpVyZ67f8tf1a9RowaJiYkYGBhU6DzVqlVj3rx5/Prrr1haWpZ5a0F+W5I6deqwc+dORbXTrKwssrKyMDExwdbWFjc3N0aOHFnpYkn29vbs3LmTQ4cOMXny5GLH1LvXJ7i6uvLyyVm06/Wt1DXzPbu3mbTn4XidvYX3OS/Mzc3p3bs3RkZGilZp+ZPYsbGxREZG8ttvv7F06VK+++47fvnlF8WKeGVrYJSmVq1a5ObmkpiYWGU9sd9Fn3/+OU+fPmXRokWEh4fTqlUrGjVqhKGhIQYGBkVm1OXl5XHt2jWOHDmCqqoq7u7u9O1b+G9KU1OTL774gg0bNtCjRw+lFGvy9PSkevXqxdY5adCgAUFBQfj4+LBv3z6Sk5MZNWoUn3/+eaHvDalUyvLlyxk2bBizZs1i8+bN1K1bl6ZNm2JkZKQo5JScnExsbCxRUVEkJSVhaWmJp6dnkenOFWVqasr06dNxcnLCzMys0tWkPTw8yMjIwN7enlWrVpGXm0LD1iuQqpYtOynjxQ1iLo9DVf6U6dPnVaj4k5GREXXr1lW0NSuLwMBA9u3bx6effsoPP/xAhw4dSEpKYufOnSxevJjExERmzZpFXFwcHTp0UEwqmJmZMWDAAHbs2FFg0qM83rvA1snJiezs7DK3Ifiv2NhYdHV1y13RLDAwEFNT0yJ7csGrPPI5c+awdOlS0tPT36uUucmTJ7NlyxaWLl1a5O/twYMHHD16lDVr1ijleu3atVOs9P7zzz/8/fff1KhRA0NDQ9LS0qhWrVqxK7LNmzdn6tSpODo68ssvv1S6x56gHIsXLyYuLo4dO3bQr18/OnfurPhSk0qlmJiY8MUXX9C6desiMylevHiBq6srt2/f5vPPPy9zC6dWrVphamqKv79/gcAWXgV6H1LlTWdnZ9avX8+WLVuYPn264udWVlZMnz6dSZMmsXv3bqpXr07Tpk0LvA9yuZzExESuXbtGYGAgSUlJfPvttyxdurTQ6vqYMWM4dOgQrq6u6OjolFjJOCQkhKNHj5KSkoKpqSkymYxz585Rs2ZNhg0bhq+vL1lZWdy8eZPvv/++1MrrQsUlJycTEhJCSEgImpqaXLx4kaysLPT19TEyMqJ+/fqV2t/3X7GxsUilUjQ0NEhLS6vUnrUFCxawd+/ecu9DlEql9O/fn169eilS6FVUVDA1NcXIyEiRpvz3339XeGz56tevz/r16xk/fjzNmzcvti9np06dCA4OIfbaTJr2vIyqeuUCyZTHniREfI9UKqV379707NmzyPsTiURCrVq1qFWrFm3btsXa2ho/Pz/++OMPjhw5wg8//KA4rirlf+7k5iq3v+e7KiYmhk2bNuHo6KhIFVZVVSUsLIyQkBBkMhkqKiqYmZlhaWlJvXr1iI+PJzo6mpCQEJKSkrCxsWHjxo3Ur1+/2Ov89NNPODs74+bmxvTp0yv1PkdFRXHhwgXWrVtXYo9piURCr169it2i9l9dunTh6tWrBAUFsXHjRk6ePFlolblOnTrY2Ngwb968Mk2sVsTq1as5efIkTk5OzJ49u8LbNkJDQ/Hx8WH58uUsWLCAxo0bYzf/S+4knqNei9/QrT8EibToMC4n8zHP7m3gyW0H6tWrx7Rp8ypUMyifubk53t7eZGVllXrfnJGRwZEjRxT32vl/K3p6enz77bdYWlrSvXt3Lly4wJ07d/j6668LXasyK7YSeUUT8t9S/fr1Iz4+nhkzZlTo+U5OTrx48aJMufb/tn79eiwsLHBxcSn2GE9PTwYMGMCtW7eK3KD+roqJiaFdu3aYm5tz4MCBAoUjHjx4gLW1NYmJiYSHhyulBPq/yWQyvL298ff35/Lly/j6+mJlZYW7u3uxzzl37pyi9+D79D6862QyGUuWLOG3336jYcOGDB06lKZNm5b4BZqVlUVwcDDu7u6oqakxYcKEIhuolyQkJITdu3ezcOFCxd+uXC5n0aJFLFiw4INIW5fL5VhYWFC/fv1i/3fS0tLQ19cnLS0NDQ0NGjRogLq6uqIicWpqKtWqVWPcuHHMnz+/xJuGjIwMhg4dir+/P59++imdO3cu9D7nvy+jRo1i6dKltGjRAnj1Zf/jjz9y8uRJ4NWK3I8//sjChQs/qImI10Emk3HmzBnWr1+Pu7s7MpkMdXV1dHV1UVFRUaycyeVyatSoQdeuXbG0tFTKqt2uXbt48uQJ3bt3Z+/evYotQxV16dIlunXrhrm5OePHj6905c0zZ87g7u6Os7MzEyZMqNS58snlcmbMmMH27duZMGFCsYWcEhMT+eOPP1HRbI1pl+OoqBUfHJQk5bEn0RdHUqdObSZPnlyhSq4JCQns2bOH58+fk5qayldffVVktXlluXr1Krt27SIxMfG97DJRVnl5eTg4OLBo0SJUVVWxsLCgTZs2GBoaKiYTc3NziY+PJyoqCn9//wJV42vVqsXIkSOZM2dOmbdwuLu7M3ToUMW+2Pz9klpaWhgaGmJsbFxioAqv/l7Wr19Pp06dOHv2bJX0aU9OTqZnz55ER0czbdo0evbsiYqKCr6+vmzZsgV9fX18fX0rFeiV5sqVK/Ts2ZM6deowZcqUct/7Xr58mb1792JjY8PevXsVk3G3bt1i2vSZ+Pudp3oNQ6rX7oNmzQ6oVquLXJ5LVuptMp5fJuXJGeRyGb16fsKQIUMq3aYnOTmZpUuX8tlnn5W6cOjn58eRI0d48OBBsZk2NjY2+Pn5kZyczN27dzE1/f+FsSZOnEh4eDhXr16t0FjfqxXb/OIF5S369G/5s1vlpaamVmraYn5qlTL7QL0NGjVqxIkTJ7C2tsbQ0JBPP/2URo0acfPmTY4dO0b9+vU5ffq00oNaeDV726dPH/r06QOAtbV1qXu/8udyxE3w20UqlbJkyRKsra0VaU/169fHzMwMIyMj6tWrh4qKCpmZmYoZ52vXrpGVlUXHjh0ZMWJEhdLcW7ZsCbzaTpAf2CYlJZGamvrB7NmMjY3lypUrir6FRdHS0mL8+PGcPn2aOXPmEBERQWZmJurq6jRt2pSOHTuWOaipXr067u7uzJo1i127dnH9+nUGDRqk2J+Xm5vLkSNHGD16NHv37i3wv9q2bVuOHj3KkCFDCA4O5vbt2x/0DW5ViYqK4vPPPycoKIiGDRsW2R4CXk0uxcXFce3aNfz8/PDy8qJfv37069evwt91L1++JDQ0lKFDhxIYGMiAAQMqFdTCq32Ie/bsYdy4ceTl5TFmzJgKraTk5eVx8uRJvLy8WLJkidKCWnj1nbRp0yZyc3PZuXMnMTExDB06tFAaqZ6eHrNnz2D9hk3c9e+NUUcnquuUr9VQcpwbsVem0qBBfebOnVPhLLIGDRowd+5ctmzZQnp6Ordu3aqywDY+Ph4vLy80NDQwNzenYcOGTJkyhQkTJpSpIM774sWLFwwbNgw/Pz969uzJwIEDi1xFU1VVxdjYGGNjY3r37s2lS5c4cuQIOjo6nD17tsQijP8VFBTE7t27UVFRITQ0lFu3binS1FNSUkhLS0MikdCyZUu6d+9OixYtCt1jhYeH4+rqiqmpKQcPHqySoBZeZWjExsZy4cKFAlXUBw8ezBdffIGVlRVfffUVe/bsqZLrw6s9+ufOnWPIkCGsWrWK4cOHY2FhUeprfvHiBYcPH+batWtMmjSJbdu2FYhJmjdvjp+vD1evXmXbtm34+l0gInwPeXmvMhh0a9amk4UFERH1qFevHsOHD1fK66lVqxZt2rTh1KlTtG/fvsTPi/j4eNq2bVvi9pHBgwdz9OhRrK2tCwS1z5494+DBg/z8888VHut7tWL79OlT6tWrh62tbaG0wrJydXUlPj6eb7/9tlzPy5+hiImJKXbfx8CBA/Hy8iIzM1OpKVtvi6dPn7J9+3b27t1LcnKyok/spEmTqiSoLcqyZctYsWIF8fHxxV7zyy+/xNXVldjYWJGK/JaSy+X4+fmxceNGfHx8ClU0zd/b3bp1aywtLSu9j+XXX3+lVatWiq0EgYGBuLm58ejRo0rfUL8LwsPDMTMzIyAgAEtLy2KPW7x4MY6OjuXuC1qSEydOMGfOHGJjYzExMaFFixZkZWXh7e3NzZs3i12Bv3jxIl26dMHd3Z3BgwcrbTwCbN26FTs7O3R1dfnss89KzZzIl5WVhZeXF2fPnqV+/fp88cUXFfrf9PDwwMvLiylTprB161aOHz9e7N768jp8+DATJ06kevXqjB49ulwZHgkJCbi6uhIXF8fKlSv57rvvlDKm/5LJZPz111/8+OOP6Orq0rdvX9q3b1+obkB8fDw7du4m8dkz6jb9nrofzUa1WsmrUNnpMTyOciApZis6OjrY29tXqu5FvvT0dFavXk1eXh6//PKLUoMWmUzGsWPH8PHxoW7duowdOxZdXV2uX7+Ou7s7derUwd3dXSktVt52qamp9OnTh/DwcKZOnVriVo6iJCcns23bNjIyMvD391dkwhQnJSWF7777jq1bt6Kvr0/Xrl1p3bo1enp6ivc4f//1zZs3CQgIIC4ujjZt2jBq1Ch0dHR4/PgxZ8+eJTg4mIEDB+Li4lJle7GfP3+OgYGBIounKPldUOLi4qr8+z0xMZF58+axd+9e9PT0+Pjjj2nSpAkNGzakWrVqyOVykpKSiI2N5fr164SGhqKrq8uGDRsYPXp0mT53c3JySE1NRUVFBW1tbbKzs9HW1mbYsGEl1hQqr+fPn7Ns2TLMzc2ZOHFisWNzc3MjOTmZiIiIYs+1du1a5s+fz/379xUTYc+fP8fGxobr169z69atCr8371Vgm18AZubMmYpVmPLy8fHB3d2dFStWlCv4zMzMZOnSpXTv3p0jR44UmgneuXMntra2GBoaFlvNV6i8hIQEjI2NsbOzw8HBodA/XmRkJJ07d8bOzo7ly5e/oVEK5bVw4UIcHByYNm0a6urq6OvrK3VSYuPGjWhoaGBra4tcLmfNmjW0adOmxJT298mzZ8/Q19dn/fr1zJo1q9jjRo4cSVxcnNLbbeTm5nLy5Em2bt1KQEAAycnJNGrUqMRKzHK5HH19febPn/9BpIu/LqtXr8be3h5LS0tsbGyKbeNWkri4OHbu3ElOTg7z5pVvb9fjx49ZvXo1lpaWREVF0bBhQy5evKjUyeD79+8zdepUfHx8+Oijj7C0tMTMzKzIFdzs7Gzu3LnDhQsXCA8Pp3nz5jg5OdGpUyeljac4UVFR2NnZ4enpiaamJm3atMHIyAgDAwM0NDSQyWQ8efIEX19fYmIeIEdKTQMbtPSs0KzZ/v+CXDk5GQ9Jf36VtEQfXjzyoJq6BllZGcyePbvcWzdKcufOHdatW8ewYcOU2mfW3d2ds2fP8scff2BnZ1cgwI+JiWHMmDFERUVx6dIlmjRporTrvo2mTZvGnj17mDt3boUrUKelpbFu3Tpq1qzJ1atXi/0ujY6Opk+fPsTHx2NtbU3Xrl1LnbCQy+WEhoayf/9+cnJyqFevHrGxsejp6bFq1SpsbW2rNFvuzJkz9O/fv8StZg8fPsTQ0JDDhw8rpR93aZ4+fcqSJUtwc3MjMTFRkVWorq6u6NsN0KxZM+bOncvkyZMrVaArIiKC1q1bY2dnV+6Jj9Js3ryZyMhI+vbty5AhQ4p8L69cuYKTkxNhYWHF9h3v2rUrwcHBjB8/nlatWnH//n1cXFxQUVHB3d29wnWS4D1LRY6LiwMotcdpSYyNjcnJyeHhw4flqnKooaHB559/zrZt22jTpg12dnZYWFjw5MkTduzYwbFjx9DU1KRfv34VHptQugYNGrB69Wq+/vprHj9+jL29Pe3atePly5fs3r2bxYsXY2Jigr29/ZseqlAOmpqaqKmpVdlNi1QqVXzZREZGEhsbS9++fXn27FmBPePvqzp16jB06FA2bNjAtGnTikwhjY6O5tixY/zzzz9Kv76qqirDhg1j2LBhin2G586dK/V5MplMbClQoj179mBvb0+/fv0YPHhwhX+3hoaGzJ8/n3Xr1rFhwwa+//77MqW65uTkKFZz8vLySEpKwsvLS+kZTqampnh5eXH06FFWrFihKAJVu3ZtDAwMqFatGrm5uTx79oyEhARkMhnt2rVjy5YtTJw4scp6+P5XnTp1FP0ca9SoQUxMDMHBwYW229StW5d+/fpSr149Qm9EEBF+lNzcgvdB1TSq06F9R6b8somlS5dSv359pQa1AE2aNKFz586cOXOGTz75RCnv28uXL/H29mbRokV88803hR5v1KgRHh4etGnTht9//51t27ZV+ppvK09PT7Zt28bo0aMr1VZJS0uLSZMmsWbNGpYuXcpvv/1W6Jj4+Hg++eQTMjMz+e6778r8PSiRSGjXrh2NGzdm8+bNPHr0iN9//52vv/76tWTI5QeJJf2P5o+jPD1vK8rLy4sRI0aQnZ3NsGHDqF27NufPn+fmzZs0atSIWbNm0bx5czp27Fhi8a7yyMjIAKjQpGRpjI2NiYuL4+zZsyQlJfHpp58Wyvho27Yturq6zJs3j5MnTxYqILlz506CgoKYOHEiISEhuLu7U7t2bb7++mtmzpxZ6Wrn71Uf2zp16iCVSsvdiP3fGjVqhK6ubpF9NEvTvHlz5s+fj7a2Nt988w3dunVjxIgRhISE0LdvX9LT0xk9enSFxyaUzVdffcW2bdvw8fHB3NwcDQ0NdHV1mT9/Pr169cLHx0cp5eqF10dXV5eMjIwq+yLKL4iUkZHBvn370NfXx9nZGVNTUzw9Pavkmm+bBQsWEBERwZQpUwo1R4+Ojmbo0KE0bNiQiRMnVuk4JBIJffv25d69e4SHhxd73IULF0hMTHwtK2cfgri4OGbPno2FhUWlgtp8Ojo6zJ49m4yMDA4fPlzq8bm5uezatYv4+HiaNGlCQEAADg4OtGpVvr2jZSWVSqlevTo3btzA2NiYcePGMWDAAEV7oZs3b/L06VPs7e25du0aV69eZdq0aa8tqM3JyWHYsGFERkbi5eXFo0ePSEhIIC0tjdDQUDZt2kTt2rVp06YNMTExnD59mt27d3P9WgipqS+5cuUKZ8+e5dy5c6/6ub9M4cIFPxo0aMDDhw/55JNPqmTcn3zyCRkZGUrrAR4UFISqqipfffVVscfUrFmTOXPm4OLiUuVtqN6kn376iSZNmlSqjkw+AwMDevfujYODg6L+Sz65XM7nn39OSkoKs2fPrtDkbo0aNZgzZ46ij/nrSg41MzNDKpVy6tSpYo/Jf6y8bT3LKyoqiuHDh2NpaUlcXBxubm5s2rSJiIgIPD09efz4Mb6+vgwZMkRpQS38/6A+OztbaefMl52djZ6eHq6urty7d49Vq1bh4+NT4J5BVVWVyZMnExgYSPv27dm8eTPXrl3D09OTsWPHYmtry4wZM3ByciI8PJzExERu377N0qVLldLC671KRU5PT6dmzZo0b96cadOmVfg8Hh4enDt3joULF5Za4a04aWlppKSkoK6uTu3atdm5cycvXrzg7t27VbZhXigoJycHDw8PoqOjqV69OgMHDqxQ1UfhzfPz86NHjx7Y29tXuJ9lcfLy8vjf//7HoEGDuHv3LjExMYSHh1O9enWmTJnCuXPnCAoKqvC+/XfJvn37mDRpElpaWowdO1bRx/bo0aMYGBjg6elZ6p4sZcjOzsbY2JiuXbsWWWQkJyeHgQMH8uDBA27duiU+U5XA2toaf39/7O3tldqO7uLFi7i6upa4RSgxMZE9e/bw4MEDGjduzK1bt/j111/56aeflDaO/4qOjsbMzIyePXuyf//+QqsKz58/Z/Dgwdy5c4fbt2+/tjoR+Q4ePMhnn32Gr69vsfvkQkJCsLCwYNeuXcX2vv2vcePGERAQUO46IuXh4OBAeno6ixYtqvS5tm/fjr6+fqkTjPl1Avz9/SuVxvi2unz5Mp06dWLatGlK67v68uVLlixZwsqVKwushjs6OjJ9+vRKbevLl5CQgIODA9999x2///57ZYdcJsOHDycsLIzg4OBChQVTUlLo2rUrBgYGnDlzpkrHMWfOHA4fPszdu3eL/Ezds2cPEydO5MaNG0rtpZuZmYm2tjY2NjZYWVkp7bzwKhXZ1NQUd3d3EhIS+P7773Fzc0MikWBiYkLDhg0VC0dxcXHcvHmT1NRUxcTGRx99xLfffsvs2bOrLNvqvbob0NTUpEuXLkRGRpKamlrh83Tv3h11dXXc3NwqPMukpaVFgwYN0NPT48aNG1y/fp1ly5aJG7DXSE1NDWtra+zs7Jg2bZoIat9h7du3RyqVcu/ePaWf++HDh+Tk5HD9+nVu377NwYMHMTY2pm7duhw8eJCGDRuyatUqpV/3bTRmzBhu3brFzJkz8fLyYtOmTcTExPD3338TFhb2WoJaeJVCtXHjRo4ePYqNjQ0hISHAq5WEwMBABg0ahK+vLxs3bhSfqUoQERHBiRMnGDp0aJE3YImJiRw7doy//vqLP/74A0dHR65fv16mDIrOnTtjampaZGp5VlYWPj4+rFy5kidPnlC9enUePnzI9u3bqzSoBdi0aROqqqrs3bu3UFALr1YB9+/fT3JyMk5OTlU6lqJs2LABKyurEou/dOzYkf79+7Nhw4Yyn/fixYsFqpBWhaZNm5KcnMzFixcrfS6ZTFam6tr5+27f1/62hw8fRkdHR6kZDNra2rRq1apANfy8vDyWLl1Khw4dKh3UwqvtYb169eLvv/8u0G6oKq1evZoXL15gZWWl2Oubm5vL4cOH6d69O3FxcaxZs6ZKxyCXy9mzZw9Tp04tdqJw1KhR1K1bV+nVmTU0NGjZsiUxMTFKPa9MJiM2NlZRpK1BgwY4OzsTGxvL8uXLMTMz486dO3h4eHDq1CkSEhLo06cPCxcu5OTJk4SFhXH79m3mzJlTpVuI3rs7gvyUh8DAwAqfQ0tLi9GjRxMWFoavr2+lxvP06VMOHDiAtbW1UtsCCMKHpEaNGgwcOJCLFy8qPaUpMDAQFRUVEhMTOXHiBP3791c8pqGhwZw5c9i/fz8vXrxQ6nXfVqampqxYsYKoqCgSEhK4fPkyc+fOrXD2SkWNGDFC0fYgv8euvr4+lpaWREdHc+rUKfr27ftax/S+2rhxIzo6Opibmxf4uVwu5+TJk/z666+EhITQvXt3hg0bRo0aNdixYwerVq3i6dOnJZ5bIpFgZWXF7du3efToEcnJyYSGhipaOhw9ehR4Ve3V0tKS8PBwbG1tq+qlKuzYsYMpU6aU2CamYcOG2NjYsH379iofz3+FhISUqRK0tbU1V65cKdPn4vPnz7l//36l9meWhZGRETKZDFdXV/z9/Sv8mS2TyUhNTeXChQtkZmaWeOz58+eRSqXvbfGokJAQjIyMlD6RZ2JiwrVr1xSTVKdOnSI2NpaePXsq7RpWVlZkZ2e/tgmiZs2a4efnR506dRg9ejTVqlWjWrVqjBw5Ek1NTfz8/MrV6qgicnNzSUlJKbaAFbyawDUxMeHZs2dKv37+qnVp/zflERERQWpqKtbW1gV+rq+vz7fffsvBgwd58OAB6enpZGRkEBsby+HDh1m6dCmDBg2idevWr2Ui+r0qHgWvlrmnTJmCs7MzHTp0qHAbEDMzM7p27arYG9SjR49yzzA8evRI0Qx627ZtosiJIFTC3LlzGTJkCHfu3KFp06ZKOWdKSgrBwcGYmJjg7e1d5A2fhYUFOTk5PHr06LWnI37ohg8fzpAhQzh58iRXr15FIpHQuXNn+vfvL1ZqlWj//v107Nix0MqYh4cHnp6eLFu2jG+++abAysOVK1cYO3YsGzZs4Kuvvirxf6Ndu3bs27ePlStXKoKc/IJtNWvWZNy4ccyePbvKbzbzZWVl8eTJE9q3b1/qsfn9KF+3sq5Uqqqqltq7Pd/jx48BqqzVSr78848bNw5XV1du3brFZ599Vq7Pz6dPn7J3715FZXRnZ+dit5jl5uaydu1aRR2A91F4eLhSMmaePXvGgwcPSEhIIDMzk+fPn5ORkcGhQ4ewtrbmxIkT1K9fv1zFU0ujq6tL8+bNOX78OPPnz1faeUvSsmVLfH19uXHjBkFBQcjlcjp16lSm/3llUFVVRUdHh6ioqGKPyc7O5v79+1UyQTtz5kx+//13goKClDJJIZfL8fX1xcLC4q1vq/XeBbYAf/75J56enri6ujJr1qwyN4l/+fIlQUFBREZGEhcXp9h4ffjwYW7dusWYMWPK9MEsk8k4f/48p06dokmTJpw5c6Zc7Q4EQShs4MCBdOnShQMHDvDtt99WuuKfXC5n3759qKioEBgYWOz/aP5sqjL3HQpl9++KyYLyxcfH8/jxY4YMGVLg5ykpKZw9e5ZFixYV2U6pQ4cO+Pj4YGZmhre3d4ltM1RVVWnUqBHPnj2jdevWaGhocPbsWXbu3MnkyZNf+6SvmpoaEomEly9flnrsy5cvX1vBqH9r0aIFPj4+pe6F9fb2pnnz5mX6HeavypV1UighIYGIiAiys7OpUaMG5ubmaGtrl/q8/PN///33jB49WnGTbWFhQbdu3WjQoEGRz5PL5Tx48AB/f3+uXbtGw4YNOX/+PBs3buTLL7/ExMSkUBCQnZ3N1KlTiYyMZNOmTWV6Xe+i9PT0ClcVzsvL4/LlywQEBPDgwQPgVbCpqalJbm4uUqmU0aNHU7NmTapVq6bUoDafsbGxIuPqdf6/t2nT5rVNmP2bRCJh4sSJbNu2jR9//LHIXtFubm48e/asSrI5DQ0NsbW1xdnZmbZt2xbaa1xewcHBREVFcfz4cSWNsOq8l4Gtjo4Oe/bsoV+/fjg5OTF58uQSg9vMzEyOHz9OUFAQUqmUVq1aMXDgQOrUqUNAQAC3bt3i9u3b/Prrr3To0IEuXbpgZGRU4Jz5TZavX7+On58fycnJtG/fHm9vb7HKIwhKIJVK2blzJ+3atePAgQOMGzeuUl+QAQEBhIeHo6OjU2KarZOTE23bthV7tIX3Un712v9mKwQFBaGurl5ki5V8BgYGTJ8+nfXr1zN48OASJ5uMjIx4+vQpn332mWK7UHx8/BvJZJJKpXzyySe4ubkxb968Yo+TyWS4ubnRq1ev1zi6V2bMmMGMGTO4detWsW15YmJiOHToEA4ODmU6Z37adX47kOI8evSIAwcOcOfOHbS0tNDR0eHZs2ccPXqU9u3b8+mnn5YY7OefP7+ATffu3fnzzz/ZsmUL/v7+1K5dm4YNG1K3bl1UVVXJycnh8ePHxMXFkZKSgrGxMUuXLsXOzg4tLS0sLCwYOXIk/fr1o0+fPowbN46aNWty7do1HB0dSUxMxNnZGUtLyzL9Ht41qampqKmpVaiV5cOHD3FxceHhw4e0aNECW1tbGjduXCAFPzc3l4SEBK5evYqPjw8ff/yxMocPvNqPmZyczLNnzz6YhZ4vv/ySXbt2MWLECPbs2aN43XK5HE9PT+bOnYuNjU2xvV4ry8HBgVOnTuHs7MysWbMqvBiQkJDAkSNHmDhxYpm2R7xp72VgC69Shw8dOsTIkSP5559/GDt2bJHVVO/evcvu3bvJyMhg8ODBdOnSBS0tLbKysti8eTNxcXGMGzeO1q1bExgYSEBAgKJZvL6+PtWrVycvL4+nT5+SlpaGiooK5ubm1KhRA39/fz7//HP2799foKG4IAgV07x5c7Zu3crkyZNRU1Pj008/rVBKakBAAAcPHmTixIm4uLjw7bffsnbt2kI32fv27ePYsWNs3rxZbCUQ3kv5GQn/ndzJT5ErrTXayJEjWbVqFU+ePClx8kdXV1fREkIikaClpfVG963PmTOH0aNHc/r0aQYMGFDkMbt27eLu3btvpHjUuHHjWLlyJdbW1pw+fbpQwae4uDiGDBmCgYFBmSsiGxoaoq2tTXx8fLE30wkJCaxbtw5DQ0P27duHjY0N6urqJCUlsXPnTn755Rc2btzInDlzil1BjI+Pp3r16oox6+np8euvv/Lzzz9z8uRJgoKCCA4O5t69e2RnZ6OhoUGzZs0YOXIkVlZW9O3bt0APXE1NTY4fP46bm5ui1za8CtQnTZrEvHnzqqwt1Jt0/Phx/vrrL86dO4dEIiEhIaFczw8JCcHFxYV69erx7bffFru3WlVVFSMjI4yMjDh//nyV9D/NvwfOyspS+rnfVs2aNeP48ePY2NhgaGjI0KFDqVevHkFBQVy7do0+ffpU6WeLjo4O+/fvp0+fPjg6OmJra1tkobySxMbG4ujoSOPGjVm3bl0VjVS53tvAFmDIkCEEBAQwefJk1qxZQ6dOnbCyslLswYiIiGD79u00atSI8ePHK/bjyuVynJycePjwIbNnz1Z8OPfr14/evXsTGxtLbGwsCQkJZGVlIZVKadGiBUZGRpiYmChSDpo1a8aOHTuYM2cOW7dufTO/BEF4z0yaNIns7GxmzJhBfHw8Y8eORV9fv9jj5XI5MTExXL58maSkJB49ekRSUhKzZ89m3bp1dO/enZkzZ3L9+nXs7Oxo06YNCQkJbNu2DVdXVyZMmMAXX3zxGl+hILw+xRX2kclkZUrBzT+mLBWS/30tmUz2RvdJjxgxgkGDBjFy5EjWrVvHhAkTFDf0aWlpbNmyBXt7e6ZMmaKUvqHlpaWlhYeHB/3796d58+aMGjWKQYMGIZFIOHPmDHv37qVevXp4enqWuS+7VCqlQ4cOxMbGFvm4XC7HxcUFExMT/P39C5y3du3afPPNN/Tq1Yvu3btz6tSpYtPPHzx4QLt27QoEp/CqWI6NjU2JaevFUVNTY8KECUyYMIH09HQyMzPR1dUtdI33xeLFi1m6dCmWlpZs2bIFd3d3fHx8ypzKe+3aNZydnbGwsGDMmDFl3pKnpqZWJcFn/ta+8gZW77pevXpx7949duzYwZEjR7h37x4fffQRv//++2upFdG1a1dOnz7NkCFDWL16NaNGjSpTteu8vDy8vLzw9PSkbdu2eHh4vDPZp+91YAuvCr9cvXoVBwcH1q5dq9hLV6tWLe7evatIzfj3P/3FixcJDw9n2rRphWZJVVRUMDExwcTEpNRrt27dmk8//RRHR0dGjBjB4MGDlf3yBOGD9MUXX9CiRQs+//xzVq9eTYcOHbC0tKRRo0YFvvTT0tJwcnLi1q1bGBoa0rp1a8W2gTNnznDz5k1mzJiBoaEhK1asYMyYMYrnNm7cmD///BM7OztRqEh4b+XfrKSnpxfYP1m7dm0CAwPJy8srMXgIDAxEKpWWWpDo33sE8/LyePnyJXXq1FHCK6gYVVVVDh48iK2tLVOnTuV///sf3bt3Jy8vD29vb1JSUpg9ezZ///33G8vWaNy4MSEhIWzfvp2NGzfi4uICvKpku2TJEqZNm1buApn9+/dnyZIlpKenF6obEB0dTWxsLB4eHsUGy+3bt2fu3LnFpp9nZmYSGRmJvb19ucZVHpqamu91zYNTp06xdOlSli9fzg8//AC8aqF09OjRMhVPTExMxMXFBXNzc8aNG1eu7y99fX3i4+MrNf6ixMfHo6enV+m9nu8iPT09vvvuO7777rs3cv3u3bsTFhbGF198webNmzE0NKRWrVrk5eWhoaFB06ZN6dixIyoqKjx+/JjQ0FCCgoJ4+fIlCxYs4Oeff67w/u43QSJXdu+Mt1hOTg7u7u54e3uzfft2atSowbffflsgTTg9PZ2lS5fStm1bxo8fX+lryuVytmzZwosXL7h//36VpHgIwocqPT2dtWvXsmHDBh48eICWlpaiQbhMJuPmzZuoqqqyc+dOhg4dqrhBDw4OZurUqTx9+pTg4GBFita9e/eIj49HR0cHMzMzEdAK7738G+WZM2cWmMl/8OABa9as4dChQ4wYMaLI5+bm5mJubo6KigpTp04t8Tpbt24lNzeX2bNnk5CQwMqVK/H29lZqW5GKioiIYMuWLURGRiKVSjE3N2fmzJllmsB+XeRyORkZGcjlcjQ1NSscbD969AhjY2OGDBlS6Hd/9OhRbt26RWxsbImffbdu3aJFixbMmDGjUAqwv78/hw8fJjo6WtQlqKBBgwbx7NkzLl26pHif5XI5LVu2RE1Nrdjq0PnHbdiwgWfPnrFgwYJyFz47cOAAN2/e5KefflLqhM6mTZto1KgRHh4eSjunUD4ymUzRNaZatWp07dqV9PR0Ll26pLg3ys3NRVNTU5Hib2Zm9oZHXX4f1F2bmpoaNjY2GBkZkZGRwcSJEwvtfb106RLZ2dlK2yAtkUgYNmwY8fHxitZBgiAoh6amJgsWLODevXt4eXnx448/0qpVK6RSKUlJSaSmpuLh4cHw4cMLrDp16tQJLy8v8vLy+OOPPxQ//+ijj7CysqJt27YiqBU+CI0bN0ZHR0dRLTWfsbExLVq0YNq0aVy9erXQ83Jzc5kxYwaRkZGlBqcymYzY2FhFoHP//n0kEslra71RmlatWvHXX39x+vRpTp06xe+///5WBbXw6l5CU1MTLS2tSgUc9evXZ/To0Xh7e5OWllbgsYyMDAwMDEr97Mt/H/9bhCo9PZ2zZ88yYsQIEdRWUG5uLqdPny5ULVwikfDzzz8TFhZGaGhosc+/f/8+t2/fLrXAV3HatGnDs2fPuHfvXoXGny8lJYWLFy/i5+dHUFAQt27dYuTIkZU6p1A569evZ/fu3SxYsIBHjx5x7tw5goKCuHv3Ln369EEqlbJ582YeP37Mpk2b3smgFj6wwBZepUD9888/dOzYscgP3qCgINq1a1dildTyatCgAU2aNHmvS9ELwpukoqJC7969+fHHHzl8+DCBgYEYGBjQt2/fYis81qtXj+nTp7Nz506lNjEXhLddZmYm27dvp0ePHtSuXZuXL19y8eLFQv1QJ02ahLa2Nh9//DFjx47lyJEjeHl5sXr1apo1a8auXbsYN24cH330UYnXu337NikpKYqCRRcvXqR///7vzJ6t983q1auRSCQcOnSowM81NTWJjY0tdb90fm/Z/6YDHz16lLy8PNasWaPU8X5IsrOzkcvlRab2jxs3Dmtraw4cOEBiYmKRz/f396dOnToVLqbVtGlT6tati7e3d4Wen5mZyZ49e1iyZAmurq4cP36cvXv3oqqqKgowvkGZmZksXbqU6dOn8/vvvxf47DU1NeXIkSM0btyYU6dOFaiY/S764ALbM2fOEBsbi5WVVaHH0tLSePToUZXMUpiZmREUFERubq7Szy0IQmE3b94stU1H7969SUlJKXe1SUF4Fz158oT58+dTq1YtvvjiC0JDQzE2NqZjx44kJSVx+/btAsdraWkxZ84chgwZgo+PDyNGjKBv3778+OOP6Onp8dVXX9GpU6dSr+vn50eDBg0wNTUlOjqamJgY5s6dW1UvUyhFgwYNWLt2LSEhIfj4+Ch+bm5uzuPHjzl58mSJz3d0dERbW5smTZoofubv78/Fixf5888/i62+K5SuevXqNGzYED8/v0KPSSQSHB0dqV27Nv/88w9Pnjwp8LhMJiMiIoJOnTpVOONIKpUycOBAwsLCuH79ermem5OTw9atW4mMjGT16tUkJSWRlZXFlStXGDFiBDNmzGDLli0VGpdQOSdOnODZs2fF9sXW0NDAzs6OY8eO8fTp09c8OuV674tH/Zefnx+1atUqsgF1fqXAqmhObWRkpCiq8CaaRQvCh0ZVVVXRXqQ4+al4oh2X8L5zc3Nj2rRpZGdn06VLF7p160a9evWAV/vyHj9+zNGjR/nmm28KFFOsVq0aPXv2pEePHqSkpJCbm4u2tnaZi4lERUURFhbG2LFjkclkHDx4kFatWoliim/YxIkTCQ8PZ8WKFeTm5tKnTx+MjY0xMTHh66+/5uOPP1b8ffzbhQsX2LhxI927d0dNTQ25XI6Pjw9Hjx7l66+/LnWvtVAyiUTCjBkzWLlyJQsWLCiUDVGvXj369+/Ptm3bcHBwYOjQoXTr1g2pVMqzZ8/IzMysdBp9hw4duHbtGm5ubtSvX7/ErgP/dvHiRaKjowkICCiQKdW+fXv27t1LzZo1+frrrxkzZozI1njNYmNj0dLSKrYnNrx632UyGfHx8e90r+EPbsU2ODhY0e7nv54/fw5Q7iqDZZFf/bG4MvuCIChXr169cHNzK5Re+W/79u2jadOmRfa4FoT3QV5eHjNnzmTMmDGYmJiwcOFCRowYUSBokUgkjBkzhkePHuHp6VnkeaRSKTVr1qROnTplDmozMzNxdXWlSZMmdO7cGU9PT+Lj43Fycnpv27S8S5YvX87ChQs5ceIEGzduJCkpiQkTJvDs2TM6derE1q1bFZN/Dx8+5JdffqFPnz4YGRkxYMAAkpOT2bp1K0ePHsXe3h4HBweRbqoEc+fOxcDAgJ49eyrSu+FVZeGvv/6aLVu2sGjRImxtbTl48CArV67Ex8eHu3fvAq/2UVeGRCJh7NixaGtrs379eh4+fFim5124cIFhw4YVuf1HIpGwePFisrKycHZ2rtT4hPLT1tYmIyODpKSkYo/Jr4atzK2Yb8IHF9g+ePCg2MBVJpMhkUiq5IM5Py1EpCILwusxZ84cbt++XWxTcV9fX/bv38/s2bNFoSjhvSSTyZg2bRpbt25l7NixfPHFFwVa+vyboaEh/fv358yZM4SEhFT62jk5OezYsYP09HTGjh3LpUuXOH36NIsWLaJjx46VPr9QeRKJhGXLluHo6Mi9e/dYvnw5586dY9SoUejo6DBz5kx0dXXR1tZWtETr1KkT1tbWHDlyhJUrV5KcnIy7uzsrV64UQa2S6Onp4e3tTaNGjbCxsUFfX5+mTZvSqFEjtm7dyqpVq/j555/ZuHEjgYGB9OrVC3d3d/bt2weglO4bWlpazJ07F21tbdasWYOnp2eJ96/5K32DBg0q9hgDAwPMzc3LneIsVJ61tTUqKirs2LGj2GMcHR3p0KHDW1c4r7w+uFTkvLy8Ym9iNTQ0FCX1ld0jLX/W812fCRGEd4WVlRXffPMNX375JaGhodjZ2WFmZsbDhw/Ztm0bq1evpkePHmKvn/De+vPPP9m1axcTJkzAwsKi1OP79+9PYmIizs7OZGRk0K1btwoFK6mpqTg5OXH//n2mTZvG5cuX8fDwYObMmfz8888VeSlCFTp06BDGxsaMGTOGHTt2EBgYSK1atWjatCkSiQS5XI6qqioymYywsDD8/PzQ19fH3t6er7/+utiet0LFGRoa4ufnR0hICMeOHSMjI4OPPvqIcePGFUjj7dKlC126dCExMZG1a9eyZMkSsrKyqF69eqXHoK2tzVdffYWHhwcnT57k/PnzWFpa0rp1awwMDBQBdG5uLgkJCUgkklILMWZkZIhsjTdAX1+fSZMm8fPPP9OxY8cClezlcjmrVq3i5MmT7Nmz552foPqg+tgCWFhYoKKiUmSP2kePHrFixQrmzJlDs2bNlHrdy5cv4+zsTFJSUqmN7AVBUA65XM7ff//NqlWrChSIqlGjBlOnTmXlypUVaokgCG+7mzdv0q5dOywtLbGxsSnz82QyGYcPH8bPz4+WLVsyZsyYMgcucrmc0NBQ9u/fj0wmw9ramqCgIGJjY1m4cCG//PLLO3/T9L65d+8eTZo0wdHRkalTp5KTk8Pp06cJCAjg8uXL3Llzh6ysLGQyGU+ePGHixIl89tlnDBo0SNQmeMvcvXuXJk2aFOpJrQxLly7FyMiIu3fvkpqailQqRUdHB4lEwsuXL8nNzUVVVRULCwsCAwOLPMeNGzdo27Ytbm5ujBo1SqnjE0qXnp7OsGHD8PLyom/fvgwYMID09HT27t1LZGQkCxcuZNmyZW96mJX2wQW206dPx8PDg++++67QYzKZjB9++IFevXoxcOBApV7Xzc2NhISESvcGEwSh/HJycjh79iwJCQno6OjQv39/kT0hvNf69u1LaGgo33//fYVSE8PDw3FzcyMtLQ1zc3O6deuGsbFxkast6enpXL9+HX9/fx4+fIihoSEqKirExMTQvHlznJyc6Ny5szJelqBkjo6OzJgxg9TU1BIz1WQyGXXr1uXLL78Uq+5vqfw2QV26dCkxJbi8Xr58yaJFi9i9ezejRo3ixo0bhISE8OjRI2QyGXXq1KFDhw48ePCA8ePH4+joyBdffFHgHOnp6QwePJjbt28THR0tJkXekOzsbNzc3Ni4cSM3btxATU2N3r17M2/ePD755JM3PTyl+OBSkS0sLNixYwdpaWloaWkVeEwqlWJubk5QUBD9+/dX2r67rKwsrl69yjfffKOU8wmCUD5qampK/aIXhLdZZGQkXl5eTJo0qcL77Vq3bs2CBQsICgpSrN6pqanRsGFD9PT0kEqlZGZmEhcXR3JyMoCimnJcXBy9evXCwcGBYcOGiZvYt1h6ejrq6uqlbr+SSqXo6uqSkZHxmkYmlJdEIsHGxgZ3d3cGDBigtHvY4OBg1NXVGThwINWqVcPCwqLIrQ2Wlpb4+voybdo0PD09mTJlCvXq1ePixYv8888/xMXF4eHhIT4P3iB1dXUmTpzIxIkT3/RQqswHF9iOGDECOzs7Ll26VGSPSysrKy5evMiVK1fKtCepLAICAsjKymLGjBlKOZ8gCIIgFGfTpk1oa2vTrl27Sp1HU1OT3r1707NnT+7fv8+DBw+Ii4vj2bNnxMbGoqGhQVZWFn379sXY2JjGjRvToUMHOnbs+E63i/iQGBoakpWVRVRUVIlbsBITE3n48GGxXSWEt8OcOXPYtWsXoaGhmJubV/p8OTk5XLhwgTFjxii6exRHIpGwYcMG2rVrx19//aVo6aWiosKwYcPYu3evUsYkCCX54FKRAcaPH4+npycLFiwocjZ7x44d3Llzh//973/FVpAsq6dPn7J69WpmzJjB2rVrK3UuQRAEQShNy5YtqV27NqNHj66ya6xfv568vDzu3btHaGio6M/+jsrMzMTQ0JBJkybx559/Fnvc6tWrWbRoEXFxcaUGOMKbI5fLGTJkCIGBgdjb21e6EOqxY8fw9/fn6tWrtGrVqlzjiIqKIi0tDUNDwyJ7IgtCVfgge1z88ssvpKam4u7uXuTjn332GQC7d++uVHuezMxMdu/ejYGBAStWrKjweQRBEAShLNLS0oiKisLY2LhKr2NkZERiYiISiYTLly9X6bWEqqOhocHcuXNZu3Ytx44dK/KYgIAAfvnlFyZNmiSC2recRCJh69atyGQyXFxcFD1wKyI8PBwfHx+WLFlSrqA2fxzNmzenQ4cOIqgVXqsPMrBt1qwZv/32G76+vkX209LW1mbKlCncu3cPR0dH0tPTy3Te3Nxcrly5goeHB+7u7vz99988f/6cw4cPF9rPKwiCIAjKFhkZiUwmw8DAoEqv07BhQ168eEHNmjW5e/dulV5LqFqLFi1i+PDhjBgxgvHjx+Pt7U10dDQXLlxg+vTp9OnTh06dOvH333+/6aEKZdCwYUNcXV25efMmTk5OZGVllfsc169fZ+fOnVhbWxdZbFUQ3lYfZGAL8NVXXzFmzBicnJyKnG1u2rQpM2bMIDo6mpUrVxIREUFJWdtBQUEsXbpUcb6AgAASEhIwMTGhRo0aVflSBEEQBAF41UMWUEofy5Lkt8lSUVEhOzu7Sq8lVC1VVVXc3NxYs2YNwcHB9O7dG1NTU7p164aHhwcLFy7k9OnTlU5rFV6fwYMHc+jQIW7duoWDgwO3b98u0/PS09NxcXFhx44d2NjY4ObmpigKJwjvgg/2r1VFRYXdu3ejrq6Ok5MTERERjBw5skAQ2qxZMxYsWMDevXvZsmULRkZGWFpa0qxZM2rXrq3ox+fn58fBgweZNGkSP/74Iy1atCA3Nxd3d3fs7e0VBakaNWr0pl6uIAiC8AHIb8cjk8mq9Dr5E725ubkVrrwsvD1UVFT48ssvsbOz4+rVqyQmJqKrq0vHjh1FYPOOsra2JjQ0FFtbW9avX0/9+vVp3bo1nTp1Ql9fX3EPm5GRQVxcHFeuXOHKlSuoq6uzbds2bG1tRd9p4Z3zQRaP+je5XI6rqyvz5s0jLS2N9u3bY2FhgZGRkWJGWi6Xc+3aNXx8fIiJiQFezVbXqlULuVzOkydPmDlzJuvXry/0IfDkyRM6dOhAnz592LVr12t/fYIgCMKH486dOzRt2pRZs2bRokWLKruOr68vR48eJS8vj+3bt2Nra1tl1xIEoWKCgoL44Ycf8PHxUfxMRUUFiUSCjo4OMpmM58+fA1C/fn1mz57NjBkzqF+//psZsCBU0gcf2OZ79uwZP/74I9u2bUMmkyGRSNDT00NdXZ3s7GwSExORy+Xo6OgwfPhwDAwMyMzM5Nq1awQEBBAbG1vsB8GqVav4+eefefjwIXp6eq/5lQmCIAgfCplMRs2aNenRowf9+vWrsuvs2bOHmJgYnjx5wvXr12nbtm2VXUsQhPLz9vZm0KBBtGrViu+++w4rKysSExPZtWsXGzZswNTUlDFjxtCkSRM6duxIixYtFBkfgvCuEoHtv1hZWZGTk8OmTZu4fv06N2/eJDMzEw0NDVq0aIGvry+urq7Ex8dTq1YtAGxtbYmMjCQoKKjY84aHh2NmZoa/vz/dunV7XS9HEARB+AD17t2bhIQEZs2aVSXnl8lk/Pbbb2hoaPDy5UsSExNFuqogvEVycnIwNTWlRYsWuLu7U61atQKPe3h4MHjwYDZt2sSMGTPe0CgFQfnEN9H/iYiIICAggP3799O+fXvat29f6JhBgwbh7OzMnj17mDdvHgBSqbTUlkD5j0ulH2ytLkEQBOE1mTBhAtOnTycxMbFKsoRu375NYmIi1atXZ+bMmSKoFYS3zLFjx3j48GGRQS3AwIEDGTp0KBs2bBCBrfBeEZHW/7lz5w4A3bt3L/YYfX19mjVrVqC6nKWlJVeuXOH+/fvFPu/gwYPUqFEDMzMz5Q1YEARBEIowbtw4tLW18fX1rZLznz9/Hl1dXTIyMqpsVVgQhIq7cOECjRs3pl27dsUe8+mnn3L9+nUyMjJe48gEoWqJwPb/5M9o5W+iL4pcLufFixeKolLw6gZCV1cXe3v7Ihth37lzh/Xr1zNp0iS0tbWVPm5BEARB+DdNTU2++eYbfH19CQkJ4eXLl0o797Vr14iIiCAtLY0ZM2bQvHlzpZ1bEATlkMvlpe6Xzc8irOoK6oLwOonA9v9YWlqira2Ns7NzscecP3+euLg4Bg4cqPiZpqYmjo6OHDp0iAEDBnD27FlycnJITExk7dq1WFlZUadOHZYuXfo6XoYgCILwAcvIyMDBwYHdu3cjl8vZvXs3ixYtYvPmzURGRlbq3M+fP+fAgQNoaWmhr6/P6tWrlTRqQRCUycLCgqioqBL/548dO0bLli1Ff2LhvSKKR/3L/Pnz2bFjBz4+PnTs2LHAY0lJSfTq1Yvc3FzCwsIKtfU5deoU9vb2hIWFKX6mqqrKyJEjWbt2LfXq1Xstr0EQBEH4ML18+ZKBAwcSHBzMqFGjmDhxInp6eoSFhbFhwwZCQkIYMmRIhaolp6SksH79epKTk5FKpXh7e9OlS5cqeBWCIFRWVlYWxsbGdOnShYMHDxbaB+/n50fv3r1Zs2YNdnZ2b2iUgqB8IrD9l9TUVPr27cuNGzeYNm0aY8aMQVNTkzNnzrB27VrS09M5f/48rVu3LvL5crmcwMBAoqKiUFdXp2fPnhgYGLzmVyEIgiB8iD777DPOnDnDmTNn6Ny5c4HH5HI5y5YtY/HixUyZMgVzc/Myn/f+/fs4Ozvz4sUL1NTUOHnyJD179lTu4AVBUKrjx48zYsQIunXrxoIFCwq0+1m1ahUff/wxHh4eRRaXEoR3lQhs/yMtLY3ffvsNR0dHnj59CoC6ujpjxoxh8eLFNG7c+A2PUBAEQRAKun37Ns2aNWP79u3Y2toWeYxcLqdfv37cvn2bb775ptRzvnz5krNnz3L+/HmkUiktW7Zk3759xU7uCoLwdjlz5gz29vZcu3ZN8TMtLS1sbW1ZtWoV1atXf3ODE4QqIALbYmRlZREREUFubi6NGzemdu3ab3pIgiAIglCkH3/8kc2bN/Pw4cMCBQ7/69ixYwwfPpx27drRsWNHjIyMqFmzJhKJBJlMRmJiIrGxsdy4cYPr168jl8upXr06Cxcu5PvvvxetfQThHSOXywkJCeHu3btUr16dnj17oqOj86aHJQhVQgS2giAIgvCOmzBhAg8fPsTHx6fE4x49ekSDBg2oWbOmoguAqqoqUqmUvLw8RXV/dXV1mjZtypdffsnkyZNFuqIgCILw1hNTr4IgCILwjlNXVyctLa3U4/KPcXV1xcfHBwcHB1asWEFiYiJyuRxTU1O6d+9Oy5Ytq3rIgiAIgqBUIrAVBEEQhHdc9+7d2bVrF/fu3eOjjz4q9rj9+/ejoaFBx44dmTNnDuPGjePbb799jSMVBEEQhKohUpEFQRAE4R2Xnp5Ow4YNGT58ODt27CjUkg7g6dOntG/fnn79+lGvXj1WrVrFxYsXC1VQFgRBEIR3kfRND0AQBEEQhMrR1NRkzZo17Nq1i9mzZyuq+ue7cuUKvXv3JiMjg+joaFatWsWaNWtEUCsIgiC8N8SKrSAIgiC8J7Zs2cL8+fORy+UMHDiQWrVqERoaytWrV1FRUSEvLw8zMzMWLVrE6NGj3/RwBUEQBEFpRGArCIIgCO+RxMREduzYgYeHBxkZGWhqatK6dWvMzMxo3bo1Xbp0KTJVWRAEQRDeZSKwFQRBEARBEARBEN5pYo+tIAiCIAiCIAiC8E4Tga0gCIIgCIIgCILwThOBrSAIgiAIgiAIgvBOE4GtIAiCIAiCIAiC8E4Tga0gCIIgCIIgCILwThOBrSAIgiAIgiAIgvBOE4GtIAiCIAiCIAiC8E4Tga0gCIIgCIIgCILwThOBrSAIgiAIgiAIgvBOE4GtIAiCIAiCIAiC8E4Tga0gCIIgCIIgCILwThOBrSAIgiAIgiAIgvBO+3/9EWDAFneWvwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -387,7 +355,7 @@ } ], "source": [ - "plot_conformers(generate_job, 4, temperature=temperature, unit=unit, lowest=True)" + "generate_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True);" ] }, { @@ -406,7 +374,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "058265d2-c16b-4eb9-b3c0-e0e8a05a2771", "metadata": {}, "outputs": [ @@ -414,7 +382,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "InputConformersSet /path/plams/examples/ConformersGeneration/plams_workdir/generate/conformers.rkf\n", + "InputConformersSet /path/plams/examples/ConformersGeneration/plams_workdir.002/generate/conformers.rkf\n", "\n", "InputMaxEnergy 8.0\n", "\n", @@ -441,7 +409,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "f5575f70-4ec4-426f-bcb4-c034bbe4ea82", "metadata": {}, "outputs": [ @@ -449,10 +417,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[12.01|12:40:23] JOB reoptimize STARTED\n", - "[12.01|12:40:23] JOB reoptimize RUNNING\n", - "[12.01|12:40:28] JOB reoptimize FINISHED\n", - "[12.01|12:40:28] JOB reoptimize SUCCESSFUL\n" + "[12.09|16:11:00] JOB reoptimize STARTED\n", + "[12.09|16:11:00] JOB reoptimize RUNNING\n", + "[12.09|16:11:02] JOB reoptimize FINISHED\n", + "[12.09|16:11:02] JOB reoptimize SUCCESSFUL\n" ] } ], @@ -462,7 +430,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "id": "2827ecc5-5d38-4ea3-aebd-e6213cac349f", "metadata": {}, "outputs": [ @@ -471,16 +439,13 @@ "text/markdown": [ "| Conformer Id | ΔE [kcal/mol] | Pop. (T = 298 K) |\n", "|--------------|---------------|------------------|\n", - "| 1 | 0.00 | 0.253 |\n", - "| 2 | 0.04 | 0.237 |\n", - "| 3 | 0.29 | 0.154 |\n", - "| 4 | 0.51 | 0.106 |\n", - "| 5 | 0.60 | 0.091 |\n", - "| 6 | 0.94 | 0.052 |\n", - "| 7 | 0.96 | 0.050 |\n", - "| 8 | 1.05 | 0.043 |\n", - "| 9 | 1.97 | 0.009 |\n", - "| 10 | 2.37 | 0.005 |" + "| 1 | 0.00 | 0.540 |\n", + "| 2 | 0.64 | 0.184 |\n", + "| 3 | 0.84 | 0.131 |\n", + "| 4 | 1.09 | 0.086 |\n", + "| 5 | 1.82 | 0.025 |\n", + "| 6 | 1.90 | 0.022 |\n", + "| 7 | 2.25 | 0.012 |" ], "text/plain": [ "" @@ -496,13 +461,13 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 16, "id": "99e92794-d0b9-4a54-8797-d8266ceaf800", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -512,7 +477,7 @@ } ], "source": [ - "plot_conformers(reoptimize_job, 4, temperature=temperature, unit=unit, lowest=True)" + "reoptimize_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True);" ] }, { @@ -529,7 +494,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 17, "id": "e8335c0f-4c0e-4160-b3fd-c4878cc90744", "metadata": {}, "outputs": [ @@ -537,10 +502,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[12.01|12:40:33] JOB score STARTED\n", - "[12.01|12:40:33] JOB score RUNNING\n", - "[12.01|12:40:37] JOB score FINISHED\n", - "[12.01|12:40:37] JOB score SUCCESSFUL\n" + "[12.09|16:11:09] JOB score STARTED\n", + "[12.09|16:11:09] JOB score RUNNING\n", + "[12.09|16:11:10] JOB score FINISHED\n", + "[12.09|16:11:10] JOB score SUCCESSFUL\n" ] } ], @@ -559,7 +524,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 18, "id": "dc272e99-d9f8-47d1-bb95-fd8f44d662d2", "metadata": {}, "outputs": [ @@ -568,16 +533,13 @@ "text/markdown": [ "| Conformer Id | ΔE [kcal/mol] | Pop. (T = 298 K) |\n", "|--------------|---------------|------------------|\n", - "| 1 | 0.00 | 0.386 |\n", - "| 2 | 0.28 | 0.241 |\n", - "| 3 | 0.68 | 0.123 |\n", - "| 4 | 0.88 | 0.087 |\n", - "| 5 | 1.00 | 0.071 |\n", - "| 6 | 1.35 | 0.039 |\n", - "| 7 | 1.49 | 0.031 |\n", - "| 8 | 1.84 | 0.017 |\n", - "| 9 | 3.02 | 0.002 |\n", - "| 10 | 3.36 | 0.001 |" + "| 1 | 0.00 | 0.654 |\n", + "| 2 | 0.89 | 0.146 |\n", + "| 3 | 0.93 | 0.136 |\n", + "| 4 | 1.70 | 0.037 |\n", + "| 5 | 2.12 | 0.018 |\n", + "| 6 | 2.60 | 0.008 |\n", + "| 7 | 4.01 | 0.001 |" ], "text/plain": [ "" @@ -593,13 +555,13 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 19, "id": "ea4b2f12-b8be-4e29-a13e-ba5d6f2a3919", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -609,7 +571,7 @@ } ], "source": [ - "plot_conformers(score_job, 4, temperature=temperature, unit=unit, lowest=True)" + "score_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True);" ] }, { @@ -636,7 +598,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 20, "id": "7c103353-1f22-49f4-9219-808338c4808b", "metadata": {}, "outputs": [ @@ -644,10 +606,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[12.01|12:40:41] JOB filter STARTED\n", - "[12.01|12:40:41] JOB filter RUNNING\n", - "[12.01|12:40:42] JOB filter FINISHED\n", - "[12.01|12:40:42] JOB filter SUCCESSFUL\n" + "[12.09|16:11:15] JOB filter STARTED\n", + "[12.09|16:11:15] JOB filter RUNNING\n", + "[12.09|16:11:15] JOB filter FINISHED\n", + "[12.09|16:11:15] JOB filter SUCCESSFUL\n" ] } ], @@ -663,7 +625,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 21, "id": "1eebf8e6-cea4-4e0b-a6bd-b297d268d6e8", "metadata": {}, "outputs": [ @@ -672,11 +634,9 @@ "text/markdown": [ "| Conformer Id | ΔE [kcal/mol] | Pop. (T = 298 K) |\n", "|--------------|---------------|------------------|\n", - "| 1 | 0.00 | 0.425 |\n", - "| 2 | 0.28 | 0.265 |\n", - "| 3 | 0.68 | 0.136 |\n", - "| 4 | 0.88 | 0.096 |\n", - "| 5 | 1.00 | 0.079 |" + "| 1 | 0.00 | 0.699 |\n", + "| 2 | 0.89 | 0.156 |\n", + "| 3 | 0.93 | 0.145 |" ], "text/plain": [ "" @@ -692,15 +652,15 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 22, "id": "2c2d5d51-c9e2-4853-b81d-c41794ea8f33", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -708,7 +668,7 @@ } ], "source": [ - "plot_conformers(filter_job, 4, temperature=temperature, unit=unit, lowest=True)" + "filter_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True);" ] }, { @@ -748,7 +708,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.16" + "version": "3.9.23" } }, "nbformat": 4, diff --git a/examples/ConformersGeneration/conformers.py b/examples/ConformersGeneration/conformers.py index ec2726d3d..54310e105 100644 --- a/examples/ConformersGeneration/conformers.py +++ b/examples/ConformersGeneration/conformers.py @@ -9,7 +9,7 @@ import matplotlib.pyplot as plt import numpy as np -from scm.conformers import ConformersJob +from scm.plams import ConformersJob from scm.plams import * try: @@ -28,13 +28,11 @@ def view(molecule, ax=None, **kwargs): # this line is not required in AMS2025+ init() - # ## Initial structure molecule = from_smiles("OC(CC1c2ccccc2Sc2ccccc21)CN1CCCC1") view(molecule, width=300, height=300) - # ## Generate conformers with RDKit and UFF # The fastest way to generate conformers is to use RDKit with the UFF force field. # @@ -48,18 +46,15 @@ def view(molecule, ax=None, **kwargs): s.input.ams.Generator.RDKit.InitialNConformers = 16 # optional, non-default s.input.ForceField.Type = "UFF" # default - # ### Conformer generation input file print(ConformersJob(settings=s).get_input()) - # ### Run conformer generation generate_job = ConformersJob(name="generate", molecule=molecule, settings=s) generate_job.run() - # ## Conformer generation results # ### Some helper functions @@ -85,39 +80,6 @@ def get_conformers(job: ConformersJob): return job.results.get_conformers() -def plot_conformers(job: ConformersJob, indices=None, temperature=298, unit="kcal/mol", lowest=True): - molecules = get_conformers(job) - energies = get_energies(job, unit) - populations = get_populations(job, temperature) - - if isinstance(indices, int): - N_plot = min(indices, len(energies)) - if lowest: - indices = list(range(N_plot)) - else: - indices = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32) - if indices is None: - indices = list(range(min(3, len(energies)))) - - fig, axes = plt.subplots(1, len(indices), figsize=(12, 4)) - if len(indices) == 1: - axes = [axes] - - for ax, i in zip(axes, indices): - mol = molecules[i] - E = energies[i] - population = populations[i] - - if _has_view: - img = view(mol, width=300, height=300) - ax.imshow(img) - ax.axis("off") - ax.set_title(f"#{i+1}\nΔE = {E:.2f} kcal/mol\nPop.: {population:.3f} (T = {temperature} K)") - else: - view(mol, ax=ax) - ax.set_title(f"#{i+1}\nΔE = {E:.2f} kcal/mol\nPop.: {population:.3f} (T = {temperature} K)") - - try: # For AMS2025+ can use JobAnalysis class to perform results analysis from scm.plams import JobAnalysis @@ -168,12 +130,9 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): unit = "kcal/mol" temperature = 298 - print_results(generate_job, temperature, unit) - -plot_conformers(generate_job, 4, temperature=temperature, unit=unit, lowest=True) - +generate_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) # ## Re-optimize conformers with GFNFF # @@ -192,15 +151,11 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): reoptimize_job = ConformersJob(settings=s, name="reoptimize") print(reoptimize_job.get_input()) - reoptimize_job.run() - print_results(reoptimize_job, temperature=temperature, unit=unit) - -plot_conformers(reoptimize_job, 4, temperature=temperature, unit=unit, lowest=True) - +reoptimize_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) # ## Score conformers with DFTB # @@ -219,12 +174,9 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): score_job = ConformersJob(settings=s, name="score") score_job.run() - print_results(score_job, temperature=temperature, unit=unit) - -plot_conformers(score_job, 4, temperature=temperature, unit=unit, lowest=True) - +score_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) # Here, you see that from the conformers in the set, **DFTB predicts a different lowest-energy conformer than GFNFF** (compare to previous figure). @@ -244,12 +196,9 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): filter_job = ConformersJob(settings=s, name="filter") filter_job.run() - print_results(filter_job, temperature=temperature, unit=unit) - -plot_conformers(filter_job, 4, temperature=temperature, unit=unit, lowest=True) - +filter_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) # The structures and energies are identical to before. However, the relative populations changed slightly as there are now fewer conformers in the set. diff --git a/examples/ConformersMultipleMolecules/conformers.ipynb b/examples/ConformersMultipleMolecules/conformers.ipynb index 64fccceac..1b81a30ca 100644 --- a/examples/ConformersMultipleMolecules/conformers.ipynb +++ b/examples/ConformersMultipleMolecules/conformers.ipynb @@ -28,14 +28,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "PLAMS working folder: /path/plams/examples/ConformersMultipleMolecules/plams_workdir\n" + "PLAMS working folder: /path/plams/examples/ConformersMultipleMolecules/plams_workdir.003\n" ] } ], "source": [ "import scm.plams as plams\n", "import sys\n", - "from scm.conformers import ConformersJob\n", + "from scm.plams import ConformersJob\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import os\n", @@ -73,7 +73,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -142,7 +142,7 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ "" ] @@ -182,8 +182,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Largest distance between atoms: 8.361 ang.\n", - "Radius: 5.560 ang.\n" + "Largest distance between atoms: 9.909 ang.\n", + "Radius: 6.589 ang.\n" ] } ], @@ -247,16 +247,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "[12.01|12:36:00] JOB conformers STARTED\n", - "[12.01|12:36:00] JOB conformers RUNNING\n", - "[12.01|12:41:35] JOB conformers FINISHED\n", - "[12.01|12:41:35] JOB conformers SUCCESSFUL\n" + "[12.09|16:12:17] JOB conformers STARTED\n", + "[12.09|16:12:17] JOB conformers RUNNING\n", + "[12.09|16:16:13] JOB conformers FINISHED\n", + "[12.09|16:16:14] JOB conformers SUCCESSFUL\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -280,7 +280,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Conformers stored in /path/plams/examples/ConformersMultipleMolecules/plams_workdir/conformers/conformers.rkf\n" + "Conformers stored in /path/plams/examples/ConformersMultipleMolecules/plams_workdir.003/conformers/conformers.rkf\n" ] } ], @@ -354,7 +354,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -364,7 +364,7 @@ } ], "source": [ - "plot_conformers(job)" + "job.results.plot_conformers();" ] }, { @@ -402,29 +402,29 @@ { "data": { "text/markdown": [ - "| Conformer Id | E | P |\n", - "|--------------|--------|-------|\n", - "| 1 | 0.00 | 0.175 |\n", - "| 2 | 0.01 | 0.173 |\n", - "| 3 | 0.31 | 0.104 |\n", - "| 4 | 0.33 | 0.100 |\n", - "| 5 | 0.59 | 0.065 |\n", - "| 6 | 0.87 | 0.040 |\n", - "| 7 | 0.89 | 0.039 |\n", - "| 8 | 1.10 | 0.028 |\n", - "| 9 | 1.14 | 0.026 |\n", - "| 10 | 1.36 | 0.018 |\n", - "| ... | ... | ... |\n", - "| 1062 | 256.89 | 0.000 |\n", - "| 1063 | 306.67 | 0.000 |\n", - "| 1064 | 326.40 | 0.000 |\n", - "| 1065 | 369.67 | 0.000 |\n", - "| 1066 | 371.07 | 0.000 |\n", - "| 1067 | 415.00 | 0.000 |\n", - "| 1068 | 415.08 | 0.000 |\n", - "| 1069 | 470.42 | 0.000 |\n", - "| 1070 | 502.31 | 0.000 |\n", - "| 1071 | 666.28 | 0.000 |" + "| Conformer Id | E | P |\n", + "|--------------|---------|-------|\n", + "| 1 | 0.00 | 0.077 |\n", + "| 2 | 0.01 | 0.076 |\n", + "| 3 | 0.01 | 0.076 |\n", + "| 4 | 0.07 | 0.069 |\n", + "| 5 | 0.10 | 0.065 |\n", + "| 6 | 0.15 | 0.059 |\n", + "| 7 | 0.21 | 0.054 |\n", + "| 8 | 0.23 | 0.052 |\n", + "| 9 | 0.31 | 0.046 |\n", + "| 10 | 0.32 | 0.045 |\n", + "| ... | ... | ... |\n", + "| 940 | 931.03 | 0.000 |\n", + "| 941 | 954.43 | 0.000 |\n", + "| 942 | 998.90 | 0.000 |\n", + "| 943 | 1195.50 | 0.000 |\n", + "| 944 | 1226.73 | 0.000 |\n", + "| 945 | 1256.35 | 0.000 |\n", + "| 946 | 1273.11 | 0.000 |\n", + "| 947 | 1285.97 | 0.000 |\n", + "| 948 | 1307.95 | 0.000 |\n", + "| 949 | 1311.18 | 0.000 |" ], "text/plain": [ "" @@ -490,7 +490,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.16" + "version": "3.9.23" } }, "nbformat": 4, diff --git a/examples/ConformersMultipleMolecules/conformers.py b/examples/ConformersMultipleMolecules/conformers.py index e95b757f7..f886df95a 100644 --- a/examples/ConformersMultipleMolecules/conformers.py +++ b/examples/ConformersMultipleMolecules/conformers.py @@ -9,7 +9,7 @@ import scm.plams as plams import sys -from scm.conformers import ConformersJob +from scm.plams import ConformersJob import numpy as np import matplotlib.pyplot as plt import os @@ -96,41 +96,7 @@ def view(molecule, ax=None, **kwargs): # ## Results # Here we plot the three lowest-energy conformers. - -def plot_conformers(job: ConformersJob, indices=None, temperature=298, unit="kcal/mol", lowest=True): - molecules = job.results.get_conformers() - energies = job.results.get_relative_energies(unit) - populations = job.results.get_boltzmann_distribution(temperature) - - if isinstance(indices, int): - N_plot = min(indices, len(energies)) - if lowest: - indices = list(range(N_plot)) - else: - indices = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32) - if indices is None: - indices = list(range(min(3, len(energies)))) - - fig, axes = plt.subplots(1, len(indices), figsize=(12, 4)) - if len(indices) == 1: - axes = [axes] - - for ax, i in zip(axes, indices): - mol = molecules[i] - E = energies[i] - population = populations[i] - - if _has_view: - img = view(mol, width=300, height=300) - ax.imshow(img) - ax.axis("off") - ax.set_title(f"#{i+1}\nΔE = {E:.2f} kcal/mol\nPop.: {population:.3f} (T = {temperature} K)") - else: - view(mol, ax=ax) - ax.set_title(f"#{i+1}\nΔE = {E:.2f} kcal/mol\nPop.: {population:.3f} (T = {temperature} K)") - - -plot_conformers(job) +job.results.plot_conformers() # You can also open the conformers in AMSmovie to browse all conformers 1000+ conformers: diff --git a/examples/generate_example.sh b/examples/generate_example.sh index 6ca93b16d..8128eb90d 100755 --- a/examples/generate_example.sh +++ b/examples/generate_example.sh @@ -52,24 +52,24 @@ nb_file="${name}.ipynb" echo "Using ipynb '${name}' for example generation" echo "Running black formatter for '${nb_file}'" -$AMSBIN/amspython -m black -t py38 -l 120 "${example_dir}/${nb_file}" +$AMSBIN/uv run --with black[jupyter] -m black -t py38 -l 120 "${example_dir}/${nb_file}" # create the .py file # remove any get_ipython calls (generated if a cell contains for example_dir !amsmovie) py_file="${name}.py" -$AMSBIN/amspython -m nbconvert --to python --stdout --no-prompt "${example_dir}/${nb_file}" | sed "1s# python# amspython#; /get_ipython/d" > "${example_dir}/${py_file}" +$AMSBIN/uv run --with nbconvert --with ipython -m nbconvert --to python --stdout --no-prompt "${example_dir}/${nb_file}" | sed "1s# python# amspython#; /get_ipython/d" > "${example_dir}/${py_file}" echo "Generated the python file '${example_dir}/${py_file}'" echo "Running black formatter for '${py_file}'" -$AMSBIN/amspython -m black -t py38 -l 120 "${example_dir}/${py_file}" +$AMSBIN/uv run --with black -m black -t py38 -l 120 "${example_dir}/${py_file}" # create the .rst file # do this via markdown as this gives better control over the pandoc conversion e.g. the width of lines for tables md_file="${name}.md" rst_file="${name}.rst" rst_ipynb_file="${name}.ipynb.rst" -$AMSBIN/amspython -m nbconvert --Exporter.preprocessors="nbconvert_utils.PlamsPreprocessor" --to markdown "${example_dir}/${nb_file}" +$AMSBIN/uv run --with nbconvert -m nbconvert --Exporter.preprocessors="nbconvert_utils.PlamsPreprocessor" --to markdown "${example_dir}/${nb_file}" pandoc --from markdown --to rst --columns=2000 "${example_dir}/${md_file}" -o "${example_dir}/${rst_file}" # perform some post-manipulation @@ -78,13 +78,13 @@ pandoc --from markdown --to rst --columns=2000 "${example_dir}/${md_file}" -o "$ # - remove figure captions if [ "$(uname)" = "Darwin" ]; then sed -i '' -e " - s#/.*/plams/#/path/plams/#g; + s#/.*/[Pp][Ll][Aa][Mm][Ss]/#/path/plams/#g; s#code:: python#code:: ipython3#g; /^\.\. figure:: / {n;N;N; d;} " "${example_dir}/${nb_file}" "${example_dir}/${rst_file}" else sed -i -e " - s#/.*/plams/#/path/plams/#g; + s#/.*/[Pp][Ll][Aa][Mm][Ss]/#/path/plams/#g; s#code:: python#code:: ipython3#g; /^\.\. figure:: / {n;N;N; d;} " "${example_dir}/${nb_file}" "${example_dir}/${rst_file}" @@ -97,18 +97,7 @@ Worked Example EOF -awk ' - /^-{3,}/ { - dash_count = length($0) - tildes = ""; # - for (i = 1; i <= dash_count; i++) { - tildes = tildes "~" - } - print tildes - next - } - { print } -' "${example_dir}/${rst_file}" >> "${example_dir}/${rst_ipynb_file}" +sed '/^----*/ { s/-/~/g; }' "${example_dir}/${rst_file}" >> "${example_dir}/${rst_ipynb_file}" # move the required files over to the doc directory cp "${example_dir}/${rst_ipynb_file}" "${target_dir}/" diff --git a/src/scm/plams/__init__.py b/src/scm/plams/__init__.py index 96bf256a1..807127ecb 100644 --- a/src/scm/plams/__init__.py +++ b/src/scm/plams/__init__.py @@ -15,12 +15,12 @@ add_to_class, add_to_instance, config, - get_config, config_context, - jobs_in_directory, delete_job, finish, + get_config, init, + jobs_in_directory, load, load_all, log, @@ -52,6 +52,7 @@ AMSWorkerPool, AMSWorkerResults, ) +from scm.plams.interfaces.adfsuite.conformers import ConformersJob, ConformersResults from scm.plams.interfaces.adfsuite.crs import CRSJob, CRSResults from scm.plams.interfaces.adfsuite.densf import DensfJob, DensfResults from scm.plams.interfaces.adfsuite.fcf import FCFJob, FCFResults @@ -59,7 +60,10 @@ ForceFieldPatch, forcefield_params_from_kf, ) -from scm.plams.interfaces.adfsuite.inputparser import get_system_blocks_as_molecules_from_input, input_to_settings +from scm.plams.interfaces.adfsuite.inputparser import ( + get_system_blocks_as_molecules_from_input, + input_to_settings, +) from scm.plams.interfaces.adfsuite.quickjobs import ( preoptimize, refine_density, @@ -87,16 +91,16 @@ gen_coords_rdmol, get_backbone_atoms, get_conformations, + get_reaction_image, get_substructure, modify_atom, partition_protein, readpdb, + to_image, to_rdmol, to_smiles, writepdb, yield_coords, - to_image, - get_reaction_image, ) from scm.plams.interfaces.thirdparty.cp2k import Cp2kJob, Cp2kResults, Cp2kSettings2Mol from scm.plams.interfaces.thirdparty.crystal import CrystalJob, mol2CrystalConf @@ -144,23 +148,21 @@ distance_array, rotation_matrix, ) +from scm.plams.tools.job_analysis import JobAnalysis from scm.plams.tools.kftools import KFFile, KFHistory, KFReader from scm.plams.tools.periodic_table import PT, PeriodicTable -from scm.plams.tools.table_formatter import format_in_table -from scm.plams.tools.job_analysis import JobAnalysis from scm.plams.tools.plot import ( get_correlation_xy, plot_band_structure, - plot_phonons_band_structure, - plot_phonons_dos, - plot_phonons_thermodynamic_properties, plot_correlation, plot_grid_molecules, plot_molecule, plot_msd, + plot_phonons_band_structure, + plot_phonons_dos, + plot_phonons_thermodynamic_properties, plot_work_function, ) -from scm.plams.tools.view import view, ViewConfig from scm.plams.tools.reaction import ReactionEquation from scm.plams.tools.reaction_energies import ( balance_equation, @@ -168,7 +170,9 @@ get_stoichiometry, reaction_energy, ) +from scm.plams.tools.table_formatter import format_in_table from scm.plams.tools.units import Units +from scm.plams.tools.view import ViewConfig, view from scm.plams.trajectories.dcdfile import DCDTrajectoryFile from scm.plams.trajectories.rkffile import ( RKFTrajectoryFile, @@ -368,4 +372,6 @@ "AMSRedoxDirectJob", "AMSRedoxScreeningJob", "AMSRedoxThermodynamicCycleJob", + "ConformersResults", + "ConformersJob", ] diff --git a/src/scm/plams/interfaces/adfsuite/conformers.py b/src/scm/plams/interfaces/adfsuite/conformers.py new file mode 100644 index 000000000..70bb311fc --- /dev/null +++ b/src/scm/plams/interfaces/adfsuite/conformers.py @@ -0,0 +1,318 @@ +import math +import os +import re +from os.path import join as opj +from pathlib import Path +from typing import Any, Dict, List, Optional, Union, cast + +import numpy as np + +from scm.plams.core.basejob import Job, Results, SingleJob +from scm.plams.core.functions import read_all_molecules_in_xyz_file, requires_optional_package +from scm.plams.core.settings import Settings +from scm.plams.interfaces.adfsuite.ams import AMSJob, AMSResults +from scm.plams.mol.molecule import Molecule +from scm.plams.tools.kftools import KFFile +from scm.plams.tools.plot import plot_molecule +from scm.plams.tools.units import Units + +__all__ = ["ConformersJob", "ConformersResults"] + + +class ConformersCollection: + "in memory conformers collection" + + def __init__(self, path_in: str): + path = Path(path_in) + if path.is_dir(): + path = path / "conformers.xyz" + if not path.name.endswith("conformers.xyz"): + raise ValueError(f"{path=} not valid") + + assert path.exists() + molecules = read_all_molecules_in_xyz_file(str(path)) + for m in molecules: + c = m.properties.pop("comment", "") + assert isinstance(c, str) + m.properties = Settings(self.parse_comment(c)) + self.molecules = list(sorted(molecules, key=lambda m: m.properties["Energy in kcal/mol"], reverse=False)) + + @property + def energies(self) -> List[float]: + return list(map(lambda m: m.properties["Energy in kcal/mol"], self.molecules)) + + @property + def relative_energies(self) -> List[float]: + en = self.energies + min_en = min(en) + return [e - min_en for e in en] + + def parse_comment(self, c: str) -> Dict[str, Union[float, str, int]]: + pairs = re.findall(r"([^:]+):\s*([^\s]+)", c) + result = {key.strip(): value for key, value in pairs} + for k, v in result.items(): + if v.isdigit(): + result[k] = int(v) + else: + try: + result[k] = float(v) + except ValueError: + pass # leave as string + return result + + def __str__(self) -> str: + """ + Print conformer info + """ + block = "%9s %20s\n" % ("Conformer", "Energy [kcal/mol]") + min_energy = None + if len(self.molecules) > 0: + min_energy = min(self.energies) + for i in range(len(self.molecules)): + block += "%9i %20.6f\n" % ( + i, + self.energies[i] - min_energy, + ) + return block + + +class ConformersResults(Results): + """ + A specialized |Results| subclass for accessing the results of ConformersJob. + Conformers are sorted by energy, from lowest to highest. + """ + + rkfname = "conformers.rkf" + + def __init__(self, *args: Any, **kwargs: Any) -> None: + Results.__init__(self, *args, **kwargs) + self._conformers: Optional[ConformersCollection] = None + self.rkf: Optional[KFFile] = None + + def collect(self) -> None: + """Collect files present in the job folder. + + Use parent method from |Results| to get a list of all files in the results folder. + Then instantiate ``self.rkf`` to be a |KFFile| instance for the main ``conformers.rkf`` output file. + Also instantiate ``self._conformers`` to be a Conformers instance built from it. + + This method is called automatically during the final part of the job execution and there is no need to call it manually. + """ + Results.collect(self) + + if self.rkfname in self.files: + p = self.get_path() + self.rkf = KFFile(str(Path(p) / self.rkfname)) + self._conformers = ConformersCollection(path_in=p) + + def get_path(self) -> str: + p = self.job.path + if p is None: + raise ValueError(f"self.job.path is None, maybe you did not run this job? {self.job=}|{self.job.name=}") + return p + + @property + def conformers(self) -> ConformersCollection: + if self._conformers is None: + self.collect() + assert isinstance(self._conformers, ConformersCollection) + return self._conformers + + def rkfpath(self) -> str: + """Absolute path to the 'conformers.rkf' results file""" + p = self.get_path() + return opj(p, self.rkfname) + + def get_lowest_conformer(self) -> Molecule: + """Return the conformer with the lowest energy""" + return self.conformers.molecules[0] + + def get_conformers(self) -> List[Molecule]: + """ + Return a list containing all conformers found. + The conformers are sorted according to their energy, the first element being the lowest energy conformer. + """ + return self.conformers.molecules + + def get_relative_energies(self, unit: str = "au") -> List[float]: + """ + Return the relative energies of the conformers i.e. the energy of the conformer minus the energy of the lowest conformer found. + This list is sorted according to the energy of the conformers, the first element corresponding to the lowest energy conformer. + So, by definition, the first element will have an energy of 0. + """ + e = self.conformers.relative_energies + return Units.convert(e, "kcal/mol", unit) + + def get_energies(self, unit: str = "au") -> List[float]: + """ + Return the energies of the conformers. + This list is sorted according to the energy of the conformers, the first element corresponding to the lowest energy conformer. + """ + e = self.conformers.energies + return Units.convert(e, "kcal/mol", unit) + + def get_lowest_energy(self, unit: str = "au") -> float: + """Return the energy of the lowest-energy conformer.""" + return Units.convert(self.conformers.energies[0], "kcal/mol", unit) + + def get_boltzmann_distribution(self, temperature: float) -> List[float]: + """ + Return the Boltzmann distribution at a given temperature: exp^(E_i/kB*temperature) / (sum_j exp^(E_j/kB*temperature)), where E_i is the energy of conformer i. + This list is sorted according to the energy of the conformers, the first element corresponding to the lowest energy (and highest probability) conformer. + The temperature is in Kelvin. + """ + if temperature <= 0: + raise ValueError(f"temperature ({temperature}) should be a positive number.") + kB = 3.166819e-6 # Hartree / Kelvin + weights = [math.exp(-e / (kB * temperature)) for e in self.get_relative_energies()] + denominator = sum(weights) + dist = [w / denominator for w in weights] + return dist + + def __str__(self) -> str: + return str(self._conformers) + + def get_energy_landscape(self) -> AMSResults.EnergyLandscape: + # Conformers results are not AMSResults, so initialize the landscape container manually. + el = AMSResults.EnergyLandscape.__new__(AMSResults.EnergyLandscape) + el._states = [] + el._fragments = [] + el._fstates = [] + for energy, mol in zip(self.get_energies(), self.get_conformers()): + state = AMSResults.EnergyLandscape.State(el, "", energy, mol, 1, False) + el._states.append(state) + return el + + @requires_optional_package("matplotlib") + def plot_conformers( + self, + indices: Optional[Union[int, List[int]]] = None, + temperature: float = 298.0, + unit: str = "kcal/mol", + lowest: bool = True, + ) -> Union[List[Any], Any]: + """ + Function for plotting conformers + + indices: None, int or list of int + If None, will plot at most 3 conformers. + + If int, will plot at most the given number of conformers. + + If list of int (zero-based indices), plot those conformers. + + temperature: float + Temperature for relative population (printed above the figure). + + unit: str + Unit for relative energies (printed above the figure) + + lowest: bool + Only used if ``indices`` is an integer. If True, plot the N lowest energy conformers. If False, plot conformers evenly distributed from the most stable to the least stable. + + returns: + NDArray[Axes] or Axes depending how many conformers are present/requested to plot + """ + import matplotlib.pyplot as plt + + molecules = self.get_conformers() + energies = self.get_relative_energies(unit) + populations = self.get_boltzmann_distribution(temperature) + + if isinstance(indices, int): + N_plot = min(indices, len(energies)) + if lowest: + indices_ok = list(range(N_plot)) + else: + indices_ok = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32).tolist() + else: + if indices is None: + indices_ok = list(range(min(3, len(energies)))) + else: + indices_ok = indices + + fig, axes = plt.subplots(1, len(indices_ok), figsize=(12, 3)) + if len(indices_ok) == 1: + axes = [axes] + + for ax, i in zip(axes, indices_ok): + mol = molecules[i] + E = energies[i] + population = populations[i] + + plot_molecule(mol, ax=ax) + ax.set_title(f"#{i+1}\nΔE = {E:.2f} {unit}\nPop.: {population:.3f} (T = {temperature} K)") + + return axes + + +class ConformersJob(SingleJob): + + _result_type = ConformersResults + _command = "conformers" + + def __init__(self, name: str = "conformers", molecule: Optional[Molecule] = None, **kwargs: Any) -> None: + Job.__init__(self, name=name, **kwargs) + + # TODO: include UCS + # TODO: Implement multiple molecules input. + if molecule is None: + self.molecule = None + elif isinstance(molecule, Molecule): + self.molecule = molecule.copy() + else: + raise ValueError(f"Found: {type(molecule)=} but it must be Molecule or None") + + def check(self) -> bool: + return True + + def get_input(self) -> str: + sett = self.settings.copy() + + # If there are references to ConformersResults in the settings, expand them into full paths: + def expand_results_into_paths(s: Settings) -> None: + for k, v in s.items(): + if isinstance(v, Settings): + expand_results_into_paths(v) + elif isinstance(v, ConformersResults): + s[k] = v.rkfpath() + elif isinstance(v, list) and any([isinstance(x, ConformersResults) for x in v]): + s[k] = [x.rkfpath() if isinstance(x, ConformersResults) else x for x in v] + + expand_results_into_paths(sett) + + return AMSJob(settings=sett, molecule=self.molecule).get_input() + + def get_runscript(self) -> str: + ret = "" + if "preamble_lines" in self.settings.runscript: + for line in self.settings.runscript.preamble_lines: + ret += f"{line}\n" + ret += 'AMS_JOBNAME="{}" AMS_RESULTSDIR=. $AMSBIN/conformers'.format(self.name) + if "nproc" in self.settings.runscript: + ret += " -n {}".format(self.settings.runscript.nproc) + ret += ' <"{}"'.format(self._filename("inp")) + if self.settings.runscript.stdout_redirect: + ret += ' >"{}"'.format(self._filename("out")) + ret += "\n\n" + return ret + + @classmethod + def load_external( + cls, + path: Union[str, Path], + settings: Optional[Settings] = None, + molecule: Optional[Molecule] = None, + finalize: bool = False, + jobname: Optional[str] = None, + ) -> "ConformersJob": + """ + Load an external job from *path*. + """ + p = str(path) + if os.path.basename(p)[-4:] == ".rkf": + p = os.path.dirname(p) + # molecule = molecule or Molecule.read_userin(path + "/conformers.rkf", program="conformers") + ret = super().load_external(p, settings, molecule, finalize, jobname) + return cast("ConformersJob", ret) + # diff --git a/src/scm/plams/recipes/adfcosmorsconformers.py b/src/scm/plams/recipes/adfcosmorsconformers.py index cea132897..b8dc52e08 100644 --- a/src/scm/plams/recipes/adfcosmorsconformers.py +++ b/src/scm/plams/recipes/adfcosmorsconformers.py @@ -1,12 +1,13 @@ -from scm.plams.interfaces.adfsuite.ams import AMSJob -from scm.plams.tools.kftools import KFFile -from scm.plams.mol.molecule import Molecule +import os + +from scm.plams import ConformersJob from scm.plams.core.basejob import MultiJob from scm.plams.core.results import Results from scm.plams.core.settings import Settings -from scm.conformers import ConformersJob +from scm.plams.interfaces.adfsuite.ams import AMSJob +from scm.plams.mol.molecule import Molecule from scm.plams.recipes.adfcosmorscompound import ADFCOSMORSCompoundJob -import os +from scm.plams.tools.kftools import KFFile class ADFCOSMORSConfFilter: