diff --git a/.gitmodules b/.gitmodules
new file mode 100644
index 00000000..55bc1068
--- /dev/null
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "examples/facets/ext/facets"]
+ path = examples/facets/ext/facets
+ url = git@gitlab.esrf.fr:polack/facets
diff --git a/examples/facets/.gitignore b/examples/facets/.gitignore
new file mode 100644
index 00000000..237b3ab7
--- /dev/null
+++ b/examples/facets/.gitignore
@@ -0,0 +1,4 @@
+.ipynb_checkpoints/
+__pycache__
+
+/*.lock
diff --git a/examples/facets/README.adoc b/examples/facets/README.adoc
new file mode 100644
index 00000000..cea95084
--- /dev/null
+++ b/examples/facets/README.adoc
@@ -0,0 +1,47 @@
+= Facets Runner
+
+Example of a complete exploitation workflow using Ewoks helpers driven from Jupyter
+notebooks.
+
+This is a work in progress:
+The code uses a patchwork of existing processes, some of it reworked using generative AI.
+
+Do not rely on anything in here other than for ephemeral tests.
+
+== Using the repository
+
+=== Initialisation
+
+[,sh]
+----
+git clone --filter=blob:none --no-checkout --depth 1 -b facets_workflow https://github.com/epolack/cdiutils facets_workflow
+cd facets_workflow
+git sparse-checkout set examples/facets
+git submodule update --init
+----
+
+=== Creating a kernel
+
+[,sh]
+----
+poetry lock && poetry install
+poetry run python -m ipykernel install --user --name="facets" --display-name="Facets"
+----
+or directly with _uv_.
+[,sh]
+----
+uv run python -m ipykernel install --user --name="facets" --display-name="Facets"
+----
+
+=== Run Jupyter locally with a with kerneldequate
+
+[,sh]
+----
+poetry lock && poetry install
+poetry run jupyter lab --no-browser [--NotebookApp.token='']
+----
+or directly with _uv_.
+[,sh]
+----
+uv run jupyter lab --no-browser [--NotebookApp.token='']
+----
diff --git a/examples/facets/ext/facets b/examples/facets/ext/facets
new file mode 160000
index 00000000..77a57464
--- /dev/null
+++ b/examples/facets/ext/facets
@@ -0,0 +1 @@
+Subproject commit 77a57464d248c029bb1afdb2be371d974a685f45
diff --git a/examples/facets/notebooks/00_master.ipynb b/examples/facets/notebooks/00_master.ipynb
new file mode 100644
index 00000000..241ac242
--- /dev/null
+++ b/examples/facets/notebooks/00_master.ipynb
@@ -0,0 +1,67 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "2bc58d0e-d10f-4a12-a9aa-ec678028fb98",
+ "metadata": {},
+ "source": [
+ "# Full-circle Atomistic Comparison of Experiment, Theory and Simulation\n",
+ "\n",
+ "Runs all notebooks.\n",
+ "\n",
+ "Parameters should be set only in the first notebook.\n",
+ "\n",
+ "Could use papermill for tests\n",
+ "```bash\n",
+ "papermill notebook_1.ipynb executed_notebook_1.ipynb\n",
+ "```"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "21b2b9a1-368b-448d-9967-5864d938ff30",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%%time\n",
+ "import os\n",
+ "project_root = os.getcwd()\n",
+ "\n",
+ "notebooks_to_run = [\"01_experiment.ipynb\", \"02_theory.ipynb\", \"03_simulation.ipynb\", \"04_facets.ipynb\"]\n",
+ "\n",
+ "for notebook in notebooks_to_run:\n",
+ " os.chdir(project_root)\n",
+ " %run ./{notebook}"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.5"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/notebooks/01_experiment.ipynb b/examples/facets/notebooks/01_experiment.ipynb
new file mode 100644
index 00000000..810c1402
--- /dev/null
+++ b/examples/facets/notebooks/01_experiment.ipynb
@@ -0,0 +1,529 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "3a058edc-7ff0-4714-b22b-48507a4e36b4",
+ "metadata": {},
+ "source": [
+ "# Experiment"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d189c16f-8ad2-4d31-9579-9a7cfbcf8df1",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\"\"\"\n",
+ "import psutil\n",
+ "print(f'Number of physical cores: {psutil.cpu_count(logical=False)}')\n",
+ "\"\"\"\n",
+ "import os\n",
+ "def get_slurm_cpus():\n",
+ " \"\"\"\n",
+ " Get the number of CPUs allocated by SLURM.\n",
+ " \n",
+ " Tries 'SLURM_CPUS_PER_TASK' first, then 'SLURM_CPUS_ON_NODE'.\n",
+ " Returns None if neither is set.\n",
+ " \"\"\"\n",
+ " # This is the most common variable for job steps\n",
+ " cpus_per_task = os.getenv('SLURM_CPUS_PER_TASK')\n",
+ " if cpus_per_task is not None:\n",
+ " try:\n",
+ " return int(cpus_per_task)\n",
+ " except ValueError:\n",
+ " print(f\"Warning: Could not parse SLURM_CPUS_PER_TASK ('{cpus_per_task}')\")\n",
+ " \n",
+ " # This is a fallback for the total CPUs on the node for the job\n",
+ " cpus_on_node = os.getenv('SLURM_CPUS_ON_NODE')\n",
+ " if cpus_on_node is not None:\n",
+ " try:\n",
+ " return int(cpus_on_node)\n",
+ " except ValueError:\n",
+ " print(f\"Warning: Could not parse SLURM_CPUS_ON_NODE ('{cpus_on_node}')\")\n",
+ " \n",
+ " print(\"Warning: SLURM CPU environment variables not set. \")\n",
+ " print(\"Are you running this script within a SLURM job (sbatch/srun)?\")\n",
+ " return None\n",
+ "\n",
+ "# --- Example Usage ---\n",
+ "allocated_cpus = get_slurm_cpus()\n",
+ "\n",
+ "if allocated_cpus is not None:\n",
+ " print(f\"SLURM allocated {allocated_cpus} CPUs to this job/task.\")\n",
+ " # You can now use this number to configure libraries\n",
+ " # e.g., os.environ['OMP_NUM_THREADS'] = str(allocated_cpus)\n",
+ "else:\n",
+ " print(\"Could not determine SLURM CPU allocation.\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "608026d7-ed73-4360-bf1a-73dcb3f07dd4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%load_ext autoreload\n",
+ "%autoreload 2"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2aa682e4-acd7-4612-a7be-15ef62fc9741",
+ "metadata": {},
+ "source": [
+ "Beware, this will result in, where we always save the `pipeline`, to be able to do restarts.\n",
+ "\n",
+ " 0:01 71K S37_detector_data_slices.png\n",
+ " 0:01 110K S37_detector_data_sum.png\n",
+ " 0:01 144K S37_detector_data_orthogonalisation.png\n",
+ " 0:01 1.6G S37_preprocessed_data.cxi\n",
+ " 0:01 3.3K preprocess_output.log\n",
+ " 0:12 53K phase_retrieval_output.log\n",
+ " 0:15 9.6G pynx_phasing/\n",
+ " 0:37 0 mode_decomposition_output.log\n",
+ " 0:38 736M S37_pynx_reconstruction_mode.cxi\n",
+ " 0:38 0 postprocess_output.log\n",
+ " 0:39 78K S37_amplitude_distribution.png\n",
+ " 0:39 156K S37_summary_plot.png\n",
+ " 0:39 102K S37_strain_methods.png\n",
+ " 0:39 88K S37_shear_displacement.png\n",
+ " 0:39 132K S37_strain_statistics.png\n",
+ " 0:39 203K S37_3d_strain_views.png\n",
+ " 0:39 158K S37_final_object_fft.png\n",
+ " 0:39 869M S37_postprocessed_data.cxi\n",
+ " 0:39 74M S37_structural_properties.npz\n",
+ " 0:39 90M S37_structural_properties.vti\n",
+ " 0:39 2.3K S37_parameters.yml\n",
+ " 0:39 17G pipeline.pkl\n",
+ "
\n",
+ "\n",
+ "Thus, do not hoard computations for this part, as it is mostly a useless proof of concept for splitting random codes."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d5d45817-44b1-450e-86d0-1ecd71e75135",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import facets_drivers\n",
+ "import os\n",
+ "user = os.environ.get('USER')\n",
+ "\n",
+ "local_run = False\n",
+ "notebook_data = {\n",
+ " \"num_cores\": 48,\n",
+ " \"local_run\": local_run,\n",
+ " \"experiment_directory\": f\"/data/id01/inhouse/{user}/scratch/ewoks_01_experiment/\", # last '/' important for cdiutil’s postprocess\n",
+ " \"experimental_structure\": f\"/data/id01/inhouse/{user}/scratch/ewoks_01_experiment/structural_properties.vti\",\n",
+ " \"theory_directory\": f\"/data/id01/inhouse/{user}/scratch/ewoks_02_theory/\",\n",
+ " \"simulation_directory\": f\"/data/id01/inhouse/{user}/scratch/ewoks_03_simulation/\",\n",
+ " \"facets_directory\": f\"/data/id01/inhouse/{user}/scratch/ewoks_04_facets/\",\n",
+ " #\"scale_factors\": (4.0, 4.0, 4.0), # 1.0: 10x smaller for simulation (angstrom instead of nanometers).\n",
+ " \"scale_factors\": (1.0, 1.0, 1.0),\n",
+ "}\n",
+ "if local_run:\n",
+ " notebook_data[\"num_cores\"] = allocated_cpus"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fc2719ee-2c6b-4fb8-bdd9-fbbd33221570",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "\"\"\"\n",
+ "simulation_parameters = {\n",
+ " # metadata\n",
+ " \"beamline_setup\": \"p10\", #id01spec\n",
+ " \"experiment_data_dir_path\": (\n",
+ " \"/data/projects/carine/Experiments/P10_June24/raw/\"\n",
+ " ),\n",
+ " \"sample_name\": \"Pd_YSZ\", \n",
+ " \"scan\": 37,\n",
+ " \n",
+ " # preprocessing parameters\n",
+ " \"preprocess_shape\": (600, 400, 400), # define cropped window size\n",
+ " \"voxel_reference_methods\": [(300, 1326, 1489)], # centring method sequence\n",
+ " \"background_level\": 2, # background intensity level to remove\n",
+ " \"hot_pixel_filter\": True, # remove isolated hot pixels\n",
+ " \"light_loading\": True,\n",
+ " \"det_calib_params\": {\n",
+ " 'distance': 1.82169, # Sample-detector distance in meters\n",
+ " 'cch1': 1055.74, # Direct beam position on detector (vert. pixel)\n",
+ " 'cch2': 1332.94, # Direct beam position on detector (hor. pixel)\n",
+ " 'pwidth1': 7.5e-05,\n",
+ " 'pwidth2': 7.5e-05, \n",
+ " }\n",
+ "}\n",
+ "\"\"\"\n",
+ "\"\"\"\n",
+ "simulation_parameters = {\n",
+ " # metadata\n",
+ " \"beamline_setup\": \"id01spec\",\n",
+ " # was 183\n",
+ " \"scan\": 181,\n",
+ " \"sample_name\": \"Pt\",\n",
+ "\n",
+ " # Paths for the 'id01spec' setup\n",
+ " \"experiment_file_path\": (\n",
+ " \"/data/projects/carine/Experiments/ihhc3567_Atlan_Nov20/id01/20201014/ALIGN_2020_11_24_084524/spec/ALIGN_2020_11_24_084524.spec\"\n",
+ " ),\n",
+ " \"detector_data_path\": (\n",
+ " \"/data/projects/carine/Experiments/ihhc3567_Atlan_Nov20/id01/20201014/ALIGN_2020_11_24_084524/detector/\"\n",
+ " ),\n",
+ " \"edf_file_template\": \"data_mpx4_%05d.edf.gz\",\n",
+ " \"detector_name\": \"mpx4inr\",\n",
+ "\n",
+ " # Optional paths\n",
+ " \"flat_field\": None,\n",
+ " \"alien_mask\": None,\n",
+ "\n",
+ " # REQUIRED: Directory to save all outputs\n",
+ " #\"dump_dir\": os.getcwd() + f'/results/Pt/S183/',\n",
+ "\n",
+ " # # Preprocessing parameters\n",
+ " # The Problem: The voxel_reference_methods you provided ([\"com\", \"max\", \"max\"]) result in a final reference voxel located at (36, 347, 191).\n",
+ " # The code then tries to crop a window of size preprocess_shape = (90, 150, 150) centered on this point.\n",
+ " # The Calculation Failure: Let's look at the first axis (the rocking curve).\n",
+ " # The reference point is at index 36.\n",
+ " # To create a centered window of size 90, the code needs to take 45 voxels on each side of the reference.\n",
+ " # The starting index of the crop would be 36 - 45 = -9. Since an array cannot have a negative index, the program fails and raises the ValueError.\n",
+ " # The Solution: You must specify a preprocess_shape that is small enough to fit.\n",
+ " # The maximum possible size for the first dimension, centered at index 36, would be 2 * 36 = 72.\n",
+ " #\"preprocess_shape\": (72, 144, 144),\n",
+ " #\"voxel_reference_methods\": [\"com\", \"max\", \"max\"],\n",
+ " # after first run\n",
+ " \"voxel_reference_methods\": [(40, 386, 163)],\n",
+ " \"preprocess_shape\": (80, 200, 200),\n",
+ " # after second run\n",
+ " \"voxel_size\": (11.35, 8.12, 7.54),\n",
+ " \"background_level\": 2,\n",
+ " \"hot_pixel_filter\": True,\n",
+ " \"light_loading\": False,\n",
+ "\n",
+ " # Detector calibration parameters\n",
+ " \"det_calib_params\": {\n",
+ " \"cch1\": 417.07983599290066,\n",
+ " \"cch2\": 29.598791889093572,\n",
+ " \"detrot\": -1.2384615384615385,\n",
+ " \"distance\": 0.8675438689835612,\n",
+ " \"pwidth1\": 5.5e-05,\n",
+ " \"pwidth2\": 5.5e-05,\n",
+ " \"tilt\": 2.204308447695206,\n",
+ " \"tiltazimuth\": 240.6674276261259\n",
+ " },\n",
+ " \n",
+ " # Other required parameters that will be filled with defaults if not provided\n",
+ " \"energy\": 12996,\n",
+ " \"hkl\": [0, 0, 2]\n",
+ "}\n",
+ "\"\"\"\n",
+ "\"\"\"\n",
+ "simulation_parameters = {\n",
+ " \"beamline_setup\": \"ID01BLISS\",\n",
+ " \"scan\": 227,\n",
+ " \"sample_name\": \"Pt_sapphire_0001\",\n",
+ " \"experiment_file_path\": \"/data/projects/carine/Experiments/hc4050_high_res_Jan24/20240130/RAW_DATA/hc4050_id01.h5\",\n",
+ " \"experiment_data_dir_path\": None,\n",
+ " 'detector_data_path': None,\n",
+ " 'edf_file_template': None,\n",
+ " \"detector_name\": \"mpx1x4\",\n",
+ " \"flatfield_path\": None,\n",
+ " \"alien_mask\": None,\n",
+ " \"dump_dir\": \"\",\n",
+ " \"reconstruction_file\": \"mode.h5\",\n",
+ " \"det_calib_params\": {\n",
+ " 'cch1': 77.35933480238086,\n",
+ " 'cch2': 451.24824565419055,\n",
+ " 'pwidth1': 5.5e-05,\n",
+ " 'pwidth2': 5.5e-05,\n",
+ " 'distance': 0.994841865514257,\n",
+ " 'tiltazimuth': 46.7691571191134,\n",
+ " 'tilt': 4.585534011309222,\n",
+ " 'detrot': 0.28205128205128194,\n",
+ " 'outerangle_offset': 0.0\n",
+ " },\n",
+ " \"hkl\": [0, 0, 2],\n",
+ "}\n",
+ "\"\"\"\n",
+ "simulation_parameters = {\n",
+ " \"beamline_setup\": \"ID01BLISS\",\n",
+ " \"scan\": 227,\n",
+ " \"sample_name\": \"Pt_sapphire_0001\",\n",
+ " \"experiment_file_path\": \"/data/projects/carine/Experiments/hc4050_high_res_Jan24/20240130/RAW_DATA/hc4050_id01.h5\",\n",
+ " \"experiment_data_dir_path\": None,\n",
+ " 'detector_data_path': None,\n",
+ " 'edf_file_template': None,\n",
+ " \"detector_name\": \"mpx1x4\",\n",
+ " \"flatfield_path\": None,\n",
+ " \"alien_mask\": None,\n",
+ " \"dump_dir\": \"\",\n",
+ " \"reconstruction_file\": \"mode.h5\",\n",
+ " \"det_calib_params\": None,\n",
+ " \"hkl\": [0, 0, 2],\n",
+ "}\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e4308422-3e8b-408f-bcf2-8058f719358f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "notebook_data[\"hkl\"] = simulation_parameters[\"hkl\"]\n",
+ "%store notebook_data\n",
+ "\n",
+ "globals().update(notebook_data)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "17562958-af98-43de-94e7-1e6a66e9ad50",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from ewoksdask import execute_graph\n",
+ "if not local_run:\n",
+ " from ewoksdask.schedulers import slurm_scheduler\n",
+ " cluster = slurm_scheduler(account=\"staff-id01\",queue=\"gpu\", walltime=\"1:00:00\", memory=\"256GB\", cores=num_cores, job_extra_directives=[\"--gres=gpu:1\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e59a746b-e2e2-4ca4-9259-ee4cb8a408a7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# or use default_inputs\n",
+ "nodes = [\n",
+ " {\n",
+ " \"id\": \"init_pipeline\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.experiment.InitBcdiPipeline\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"preprocess\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.experiment.BcdiPreprocess\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"phase_retrieval\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.experiment.PhaseRetrieval\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"phase_analysis\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.experiment.PhaseAnalysis\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"select_best\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.experiment.SelectingBest\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"mode_decompose\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.experiment.ModeDecomposition\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"postprocess\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.experiment.PostProcess\",\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "links = [\n",
+ " {\n",
+ " \"source\": \"init_pipeline\",\n",
+ " \"target\": \"preprocess\",\n",
+ " \"data_mapping\": [\n",
+ " {\"source_output\": \"pipeline\", \"target_input\": \"pipeline\"},\n",
+ " {\"source_output\": \"scratch_directory\", \"target_input\": \"scratch_directory\"}\n",
+ " ],\n",
+ " },\n",
+ " {\n",
+ " \"source\": \"preprocess\",\n",
+ " \"target\": \"phase_retrieval\",\n",
+ " \"data_mapping\": [\n",
+ " {\"source_output\": \"pipeline\", \"target_input\": \"pipeline\"},\n",
+ " {\"source_output\": \"scratch_directory\", \"target_input\": \"scratch_directory\"}\n",
+ " ],\n",
+ " },\n",
+ " {\n",
+ " \"source\": \"phase_retrieval\",\n",
+ " \"target\": \"phase_analysis\",\n",
+ " \"data_mapping\": [\n",
+ " {\"source_output\": \"pipeline\", \"target_input\": \"pipeline\"},\n",
+ " {\"source_output\": \"scratch_directory\", \"target_input\": \"scratch_directory\"}\n",
+ " ],\n",
+ " },\n",
+ " {\n",
+ " \"source\": \"phase_analysis\",\n",
+ " \"target\": \"select_best\",\n",
+ " \"data_mapping\": [\n",
+ " {\"source_output\": \"pipeline\", \"target_input\": \"pipeline\"},\n",
+ " {\"source_output\": \"scratch_directory\", \"target_input\": \"scratch_directory\"}\n",
+ " ],\n",
+ " },\n",
+ " {\n",
+ " \"source\": \"select_best\",\n",
+ " \"target\": \"mode_decompose\",\n",
+ " \"data_mapping\": [\n",
+ " {\"source_output\": \"pipeline\", \"target_input\": \"pipeline\"},\n",
+ " {\"source_output\": \"scratch_directory\", \"target_input\": \"scratch_directory\"}\n",
+ " ],\n",
+ " },\n",
+ " {\n",
+ " \"source\": \"mode_decompose\",\n",
+ " \"target\": \"postprocess\",\n",
+ " \"data_mapping\": [\n",
+ " {\"source_output\": \"pipeline\", \"target_input\": \"pipeline\"},\n",
+ " {\"source_output\": \"scratch_directory\", \"target_input\": \"scratch_directory\"}\n",
+ " ],\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "workflow = {\"graph\": {\"id\": \"experiment\"}, \"nodes\": nodes, \"links\": links}\n",
+ "\n",
+ "inputs = [\n",
+ " {\"id\": \"init_pipeline\", \"name\": \"parameters\", \"value\": simulation_parameters},\n",
+ " {\"id\": \"init_pipeline\", \"name\": \"scratch_directory\", \"value\": experiment_directory},\n",
+ "]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "de0e0f59-cdaa-4fed-ba3e-9256f4681d16",
+ "metadata": {
+ "scrolled": true,
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "%%time\n",
+ "result = execute_graph(workflow, inputs=inputs, scheduler=None if local_run else cluster.scheduler_address)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c6dec408-7c7e-459e-85f0-373e7e2d89d9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from pathlib import Path\n",
+ "ln_link = Path(f\"/data/id01/inhouse/{user}/scratch/ewoks_01_experiment/structural_properties.vti\")\n",
+ "ln_dest = Path(f\"/data/id01/inhouse/{user}/scratch/ewoks_01_experiment/S{simulation_parameters[\"scan\"]}_structural_properties.vti\")\n",
+ "ln_link.unlink(missing_ok=True)\n",
+ "ln_link.symlink_to(ln_dest)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ac24ea8d-ebc3-48a6-b229-f7f27dddc8bf",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from IPython.display import display, Image"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a79d06cc-2efb-425a-82a5-5261bfdc13b0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "[display(Image(data=figure)) for figure in result[\"figures\"]]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e152a078-615f-47cc-b939-8db6ec82571e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "if not local_run:\n",
+ " cluster.close()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "50762e9c-6bb0-417d-9b50-737fc604a366",
+ "metadata": {},
+ "source": [
+ "## Simulating restart"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2a4c42e2-d3d3-4737-8d32-1cd5a6364313",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "restarted_workflow = {\n",
+ " \"graph\": {\"id\": \"restarted_workflow\"},\n",
+ " \"nodes\": workflow[\"nodes\"][5:],\n",
+ " \"links\": workflow[\"links\"][5:]\n",
+ "}\n",
+ "\n",
+ "#restart = facets_drivers.experiment.pickle_to_rick(os.path.join(experiment_directory, \"pipeline.pkl\"))\n",
+ "restarted_inputs = [\n",
+ " {\"id\": \"mode_decompose\", \"name\": \"pipeline_path\", \"value\": os.path.join(experiment_directory, \"pipeline.pkl\")},\n",
+ " {\"id\": \"mode_decompose\", \"name\": \"scratch_directory\", \"value\": experiment_directory},\n",
+ "]"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "id": "9a83d13d-5dc1-4e09-bede-d9e01a7bd71a",
+ "metadata": {},
+ "source": [
+ "result = execute_graph(restarted_workflow, inputs=restarted_inputs)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.5"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/notebooks/02_theory.ipynb b/examples/facets/notebooks/02_theory.ipynb
new file mode 100644
index 00000000..cce646da
--- /dev/null
+++ b/examples/facets/notebooks/02_theory.ipynb
@@ -0,0 +1,168 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "71b83618-0a1d-4002-afca-0ac406d19045",
+ "metadata": {},
+ "source": [
+ "# Theory"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "eb8f10db-59c1-421b-afe2-23f0726faf47",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%load_ext autoreload\n",
+ "%autoreload 2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a2864c0f-ae0c-4fc4-a883-9f33f2bbffd9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import facets_drivers\n",
+ "\n",
+ "%store -r notebook_data\n",
+ "globals().update(notebook_data)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8e3e3cb1-98c2-4415-bf0c-6bb9007b7e21",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "if not local_run:\n",
+ " from ewoksdask.schedulers import slurm_scheduler\n",
+ " cluster = slurm_scheduler(account=\"staff-id01\",queue=\"nice\", walltime=\"01:00:00\", memory=\"40GB\", cores=num_cores)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "35dad058-5adf-4153-8062-69f26f729378",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from ewoksdask import execute_graph\n",
+ "\n",
+ "nodes = [\n",
+ " {\n",
+ " \"id\": \"get_facets\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.theory.GetFacets\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"get_orientation\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.theory.GetOrientation\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"get_oriented_facets\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.theory.GetOrientedFacets\",\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "links = [\n",
+ " {\n",
+ " \"source\": \"get_facets\",\n",
+ " \"target\": \"get_orientation\",\n",
+ " \"data_mapping\": [{\"source_output\": \"vtp_facets_filepath\", \"target_input\": \"vtp_facets_filepath\"},\n",
+ " {\"source_output\": \"scratch_directory\", \"target_input\": \"scratch_directory\"}],\n",
+ " },\n",
+ " {\n",
+ " \"source\": \"get_orientation\",\n",
+ " \"target\": \"get_oriented_facets\",\n",
+ " \"data_mapping\": [{\"source_output\": \"vtp_facets_filepath\", \"target_input\": \"vtp_facets_filepath\"},\n",
+ " {\"source_output\": \"orientation_filepath\", \"target_input\": \"orientation_filepath\"},\n",
+ " {\"source_output\": \"scratch_directory\", \"target_input\": \"scratch_directory\"}],\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "workflow = {\"graph\": {\"id\": \"theroy\"}, \"nodes\": nodes, \"links\": links}\n",
+ "\n",
+ "positive_hkl = \",\".join(str(i) for i in hkl)\n",
+ "negative_hkl = \",\".join(str(-i) for i in hkl)\n",
+ "exclude_hkl = f\"{positive_hkl};{negative_hkl}\"\n",
+ "inputs = [\n",
+ " {\"id\": \"get_facets\", \"name\": \"scratch_directory\", \"value\": theory_directory},\n",
+ " {\"id\": \"get_facets\", \"name\": \"vti_filepath\", \"value\": experimental_structure},\n",
+ " {\"id\": \"get_facets\", \"name\": \"scale_factors\", \"value\": scale_factors},\n",
+ " {\"id\": \"get_orientation\", \"name\": \"hkl\", \"value\": \"\".join(str(i) for i in hkl)},\n",
+ " {\"id\": \"get_orientation\", \"name\": \"exclude_hkl\", \"value\": exclude_hkl},\n",
+ " {\"id\": \"get_oriented_facets\", \"name\": \"scale_factors\", \"value\": scale_factors},\n",
+ "]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fbbe9517-f71d-4b2b-addc-bcaa519a7afc",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [],
+ "source": [
+ "%%time\n",
+ "result = execute_graph(workflow, inputs=inputs, scheduler=None if local_run else cluster.scheduler_address)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "37ec08c8-7812-44ec-8378-cba62a2f03ab",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(result)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "948e85ca-456d-4b9f-ba31-3e8c86f398c3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "if not local_run:\n",
+ " cluster.close()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.5"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/notebooks/03_simulation.ipynb b/examples/facets/notebooks/03_simulation.ipynb
new file mode 100644
index 00000000..26e32e17
--- /dev/null
+++ b/examples/facets/notebooks/03_simulation.ipynb
@@ -0,0 +1,171 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "676ba447-f48e-464b-b163-f981a78ddd72",
+ "metadata": {},
+ "source": [
+ "# Simulation"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "870b0bca-d133-4c93-80c1-45c165ff6abd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%load_ext autoreload\n",
+ "%autoreload 2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "9f14735b-cbd1-4709-897f-cf697267156b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import facets_drivers\n",
+ "\n",
+ "%store -r notebook_data\n",
+ "globals().update(notebook_data)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7d9f15e2-46b7-408e-8369-9083988f92dc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "if not local_run:\n",
+ " from ewoksdask.schedulers import slurm_scheduler\n",
+ " cluster = slurm_scheduler(account=\"staff-id01\",queue=\"nice\", walltime=\"01:00:00\", memory=\"40GB\", cores=num_cores)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a0cd9c3d-700a-4734-b80f-7a52e4802803",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from ewoksdask import execute_graph\n",
+ "\n",
+ "nodes = [\n",
+ " {\n",
+ " \"id\": \"get_orientation\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.theory.GetOrientation\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"nanoresculpted\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.simulation.RunNanoReSculpted\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"lammps\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.simulation.RunLammps\",\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "links = [\n",
+ " {\n",
+ " \"source\": \"get_orientation\",\n",
+ " \"target\": \"nanoresculpted\",\n",
+ " \"data_mapping\": [{\"source_output\": \"nsparam_filepath\", \"target_input\": \"nsparam_filepath\"}],\n",
+ " },\n",
+ " {\n",
+ " \"source\": \"nanoresculpted\",\n",
+ " \"target\": \"lammps\",\n",
+ " \"data_mapping\": [{\"source_output\": \"pos_filepath\", \"target_input\": \"pos_filepath\"}],\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "workflow = {\"graph\": {\"id\": \"simulation\"}, \"nodes\": nodes, \"links\": links}\n",
+ "\n",
+ "positive_hkl = \",\".join(str(i) for i in hkl)\n",
+ "negative_hkl = \",\".join(str(-i) for i in hkl)\n",
+ "exclude_hkl = f\"{positive_hkl};{negative_hkl}\"\n",
+ "inputs = [\n",
+ " {\"id\": \"get_orientation\", \"name\": \"scratch_directory\", \"value\": simulation_directory},\n",
+ " {\"id\": \"get_orientation\", \"name\": \"vtp_facets_filepath\", \"value\": f\"{theory_directory}/exp_1.vtp\"},\n",
+ " {\"id\": \"get_orientation\", \"name\": \"hkl\", \"value\": \"\".join(str(i) for i in hkl)},\n",
+ " {\"id\": \"get_orientation\", \"name\": \"exclude_hkl\", \"value\": exclude_hkl},\n",
+ " \n",
+ " {\"id\": \"nanoresculpted\", \"name\": \"scratch_directory\", \"value\": simulation_directory},\n",
+ " {\"id\": \"nanoresculpted\", \"name\": \"obj_filepath\", \"value\": f\"{theory_directory}/exp.obj\"},\n",
+ " {\"id\": \"nanoresculpted\", \"name\": \"num_procs\", \"value\": f\"{num_cores}\"},\n",
+ "\n",
+ " {\"id\": \"lammps\", \"name\": \"scratch_directory\", \"value\": simulation_directory},\n",
+ " {\"id\": \"lammps\", \"name\": \"num_procs\", \"value\": f\"{num_cores}\"},\n",
+ "]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0b15743e-b983-4eac-9d4d-478d450aeb0d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%%time\n",
+ "result = execute_graph(workflow, inputs=inputs, scheduler=None if local_run else cluster.scheduler_address, outputs=[\n",
+ " {'id': 'nanoresculpted'}, \n",
+ " {'id': 'lammps'}\n",
+ "], merge_outputs=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "057dcb6d-b27c-4721-8cf5-03c0da685b63",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "[print(result[key][\"result\"][\"full_log\"]) for key in result]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "938c85f1-4b96-4c29-bb35-1531e504609d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "if not local_run:\n",
+ " cluster.close()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.5"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/notebooks/04_facets.ipynb b/examples/facets/notebooks/04_facets.ipynb
new file mode 100644
index 00000000..ba9c2c68
--- /dev/null
+++ b/examples/facets/notebooks/04_facets.ipynb
@@ -0,0 +1,265 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "05c2a2b9-615f-4dbc-80f6-67ac62a494ee",
+ "metadata": {},
+ "source": [
+ "# Full-circle Atomistic Comparison of ETS"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9f886a32-a447-4cb7-a681-7600afd2017a",
+ "metadata": {},
+ "source": [
+ "## Experimental data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "967b9f12-d3c4-47cf-a38d-353c561a9703",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%load_ext autoreload\n",
+ "%autoreload 2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "448042c7-fccf-4c64-be17-2cae6b72b759",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import facets_drivers\n",
+ "\n",
+ "%store -r notebook_data\n",
+ "globals().update(notebook_data)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "32f53d17-21e5-406f-8566-5517651ee222",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "local_run = False"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "759cdd3d-46fb-4376-a1cf-638ab845860b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from ewoksdask import execute_graph\n",
+ "if not local_run:\n",
+ " from ewoksdask.schedulers import slurm_scheduler\n",
+ " cluster = slurm_scheduler(account=\"staff-id01\",queue=\"gpu\", walltime=\"01:00:00\", memory=\"256GB\", cores=num_cores, job_extra_directives=[\"--gres=gpu:1\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "de4765e5-5219-4503-8a87-62f5d43305e5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from ewoksdask import execute_graph\n",
+ "\n",
+ "nodes = [\n",
+ " {\n",
+ " \"id\": \"read_positions\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets.ReadLammpsPositions\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"display_read_figures\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets.DisplayImages\",\n",
+ " },\n",
+ " #{\n",
+ " # \"id\": \"initial_scattering\",\n",
+ " # \"task_type\": \"class\",\n",
+ " # \"task_identifier\": \"facets_drivers.facets.InitialScattering\",\n",
+ " #},\n",
+ " #{\n",
+ " # \"id\": \"display_initial_figures\",\n",
+ " # \"task_type\": \"class\",\n",
+ " # \"task_identifier\": \"facets_drivers.facets.DisplayImages\",\n",
+ " #},\n",
+ " {\n",
+ " \"id\": \"refine_grid\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets.RefineGrid\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"display_refine_figures\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets.DisplayImages\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"post_process\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets.PostProcessScattering\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"display_postprocess_figures\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets.DisplayImages\",\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "links = [\n",
+ " # Read positions -> Initial Scattering\n",
+ " #{\n",
+ " # \"source\": \"read_positions\",\n",
+ " # \"target\": \"initial_scattering\",\n",
+ " # \"data_mapping\": [{\"source_output\": \"positions\", \"target_input\": \"positions\"}],\n",
+ " #},\n",
+ " # Read positions -> Refine Grid\n",
+ " {\n",
+ " \"source\": \"read_positions\",\n",
+ " \"target\": \"refine_grid\",\n",
+ " \"data_mapping\": [{\"source_output\": \"positions\", \"target_input\": \"positions\"}],\n",
+ " },\n",
+ " # Display figures from each main task\n",
+ " {\n",
+ " \"source\": \"read_positions\",\n",
+ " \"target\": \"display_read_figures\",\n",
+ " \"data_mapping\": [{\"source_output\": \"figures\", \"target_input\": \"image_data_list\"}],\n",
+ " },\n",
+ " #{\n",
+ " # \"source\": \"initial_scattering\",\n",
+ " # \"target\": \"display_initial_figures\",\n",
+ " # \"data_mapping\": [{\"source_output\": \"figures\", \"target_input\": \"image_data_list\"}],\n",
+ " #},\n",
+ " {\n",
+ " \"source\": \"refine_grid\",\n",
+ " \"target\": \"display_refine_figures\",\n",
+ " \"data_mapping\": [{\"source_output\": \"figures\", \"target_input\": \"image_data_list\"}],\n",
+ " },\n",
+ " # Refine Grid -> Post Process\n",
+ " {\n",
+ " \"source\": \"refine_grid\",\n",
+ " \"target\": \"post_process\",\n",
+ " \"data_mapping\": [\n",
+ " {\"source_output\": \"refined_q_grid\", \"target_input\": \"refined_q_grid\"},\n",
+ " {\"source_output\": \"scattered_amp\", \"target_input\": \"scattered_amp\"},\n",
+ " ],\n",
+ " },\n",
+ " # Display figures from Post Process\n",
+ " {\n",
+ " \"source\": \"post_process\",\n",
+ " \"target\": \"display_postprocess_figures\",\n",
+ " \"data_mapping\": [{\"source_output\": \"figures\", \"target_input\": \"image_data_list\"}],\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "# Combine nodes and links into the final workflow structure\n",
+ "workflow = {\"graph\": {\"id\": \"simulation_analysis\"}, \"nodes\": nodes, \"links\": links}\n",
+ "\n",
+ "inputs = [\n",
+ " # Inputs for ReadLammpsPositions\n",
+ " {\"id\": \"read_positions\", \"name\": \"file_path\", \"value\": f\"{simulation_directory}/exp_minimized.xyz\"},\n",
+ " {\"id\": \"read_positions\", \"name\": \"centre\", \"value\": True},\n",
+ "\n",
+ " # Inputs for InitialScattering\n",
+ " #{\"id\": \"initial_scattering\", \"name\": \"hkl\", \"value\": hkl},\n",
+ " #{\"id\": \"initial_scattering\", \"name\": \"lattice_parameter\", \"value\": 3.92},\n",
+ " #{\"id\": \"initial_scattering\", \"name\": \"q_size\", \"value\": (200, 200, 200)},\n",
+ " #{\"id\": \"initial_scattering\", \"name\": \"step_nb\", \"value\": 400},\n",
+ "\n",
+ " # Inputs for RefineGrid\n",
+ " {\"id\": \"refine_grid\", \"name\": \"hkl\", \"value\": hkl},\n",
+ " {\"id\": \"refine_grid\", \"name\": \"initial_lattice_guess\", \"value\": 3.92e-10},\n",
+ " {\"id\": \"refine_grid\", \"name\": \"q_size\", \"value\": (200, 200, 200)},\n",
+ " {\"id\": \"refine_grid\", \"name\": \"step_nb\", \"value\": 1600},\n",
+ " {\"id\": \"refine_grid\", \"name\": \"max_iterations\", \"value\": 10},\n",
+ "\n",
+ " # Input for PostProcessScattering\n",
+ " {\"id\": \"post_process\", \"name\": \"hkl\", \"value\": hkl},\n",
+ "]\n",
+ "# issue with initial_scattering on remote cluster. no idea why. positions.copy() does not solve the issue\n",
+ "# race condition between the two pynx runs?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fb2bc1e5-f892-414f-9110-315d32c8ba55",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%%time\n",
+ "result = execute_graph(\n",
+ " workflow,\n",
+ " inputs=inputs,\n",
+ " scheduler=None if local_run else cluster.scheduler_address,\n",
+ " outputs=[\n",
+ " {'id': 'read_positions'}, \n",
+ " {'id': 'initial_scattering'},\n",
+ " {'id': 'refine_grid'},\n",
+ " {'id': 'post_process'},\n",
+ " ],\n",
+ " merge_outputs=False,\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8ab9c11d-0573-4bcb-a10c-2d4f9a3715db",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from IPython.display import display, Image\n",
+ "[[display(Image(data=figure)) for figure in result[current][\"figures\"]] for current in result]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b67411f9-931e-40f6-ac5b-156c787e6489",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "if not local_run:\n",
+ " cluster.close()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.5"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/pyproject.toml b/examples/facets/pyproject.toml
new file mode 100644
index 00000000..e240d1d1
--- /dev/null
+++ b/examples/facets/pyproject.toml
@@ -0,0 +1,37 @@
+[project]
+name = "facets-drivers"
+version = "0.0.1"
+description = "Helper tools to drive the Full-circle Atomistic Comparison of Experiments, Theory, and Simulation code from Jupyter notebooks using Ewoks"
+authors = [
+ {name = "Étienne Polack", email = "87805034+epolack@users.noreply.github.com"}
+]
+requires-python = ">=3.10,<4.0"
+dependencies = [
+ "jupyterlab>=4.0",
+ "ipykernel>=6.25",
+ "pickleshare",
+ "ipyparams",
+ "numpy",
+ "matplotlib",
+ "pynx @ git+https://gitlab.esrf.fr/favre/PyNX",
+ "cdiutils @ git+https://github.com/clatlan/cdiutils@dev",
+ "ewoks",
+ "ewokscore",
+ "vtk",
+ "xvfbwrapper",
+ "SimpleITK",
+ "facets",
+ "ewoks[dask]",
+ "remotemanager",
+ "parsl",
+ "pandas",
+ "polars",
+ "ipywidgets>=8.1.8",
+ "tqdm>=4.67.1",
+]
+
+[tool.poetry.dependencies]
+facets = { path = "ext/facets", develop = true }
+
+[tool.uv.sources]
+facets = { path = "ext/facets", editable = true }
diff --git a/examples/facets/src/facets_drivers/experiment.py b/examples/facets/src/facets_drivers/experiment.py
new file mode 100644
index 00000000..1f4d46ba
--- /dev/null
+++ b/examples/facets/src/facets_drivers/experiment.py
@@ -0,0 +1,152 @@
+#!/usr/bin/env python
+
+import os
+import cdiutils
+import pickle
+import dask.config
+import logging
+from ewokscore import Task
+
+# --- New Imports & Helpers ---
+import matplotlib.pyplot as plt
+import io
+
+logging.basicConfig(
+ level=logging.INFO,
+ format='%(asctime)s - %(levelname)s - %(message)s',
+)
+
+def capture_figures_to_bytes():
+ """
+ Captures all open matplotlib figures, converts them to PNG bytes,
+ and closes them.
+ Returns:
+ list: A list of PNG byte strings.
+ """
+ figures_as_bytes = []
+ fig_nums = plt.get_fignums()
+ if fig_nums:
+ logging.info(f"Capturing {len(fig_nums)} figure(s) as output data.")
+ for num in fig_nums:
+ fig = plt.figure(num)
+ buf = io.BytesIO()
+ fig.savefig(buf, format='png', bbox_inches='tight')
+ buf.seek(0)
+ figures_as_bytes.append(buf.getvalue())
+ plt.close(fig)
+ return figures_as_bytes
+
+class DisplayImages(Task, input_names=["image_data_list"], optional_input_names=[], output_names=[]):
+ """An Ewoks task specifically for displaying image data in Jupyter."""
+ def run(self):
+ from IPython.display import Image, display
+ image_data_list = self.inputs.image_data_list
+ if not image_data_list:
+ logging.warning("DisplayImages task received no images to display.")
+ return
+ logging.info(f"Displaying {len(image_data_list)} image(s) in Jupyter.")
+ for image_data in image_data_list:
+ if image_data:
+ display(Image(data=image_data))
+
+logging.basicConfig(
+ level=logging.INFO,
+ format='%(asctime)s - %(levelname)s - %(message)s',
+)
+
+def rick_to_pickle(pipeline, directory, filename):
+ """Saves the pipeline object to a file."""
+ output_path = os.path.join(directory, filename)
+ with open(output_path, "wb") as f:
+ pickle.dump(pipeline, f)
+ logging.info(f"Saved checkpoint to: {output_path}")
+ return output_path
+
+def pickle_to_rick(path):
+ """Loads the pipeline object from a file."""
+ logging.info(f"Loading checkpoint from: {path}")
+ with open(path, "rb") as f:
+ pipeline = pickle.load(f)
+ return pipeline
+
+def _bcdi_pipeline_close(self):
+ """
+ Monkey-patched method to explicitly release large data arrays from the
+ BcdiPipeline object, allowing for fast garbage collection.
+ """
+ logger = getattr(self, 'logger', logging.getLogger(__name__))
+ logger.info(
+ "Closing BcdiPipeline (via monkey patch) and releasing memory."
+ )
+ self.detector_data = None
+ self.cropped_detector_data = None
+ self.orthogonalised_intensity = None
+ self.mask = None
+ self.reconstruction = None
+ self.structural_props = None
+ self.phasing_results = []
+ self.converter = None
+ self.result_analyser = None
+cdiutils.BcdiPipeline.close = _bcdi_pipeline_close
+
+# --- MODIFIED Ewoks Tasks ---
+
+# Note the addition of "figures" to the output_names list
+class InitBcdiPipeline(Task, input_names=["parameters", "scratch_directory"], output_names=["pipeline", "scratch_directory", "figures"]):
+ def run(self):
+ params = self.inputs.parameters
+ scratch_directory = self.inputs.scratch_directory
+ os.makedirs(scratch_directory, exist_ok=True)
+ params["dump_dir"] = scratch_directory
+ pipeline = cdiutils.BcdiPipeline(params=params)
+ self.outputs.pipeline = pipeline
+ self.outputs.scratch_directory = scratch_directory
+ self.outputs.figures = capture_figures_to_bytes() # Capture any figures
+
+class BcdiPreprocess(Task, input_names=["pipeline", "scratch_directory"], output_names=["pipeline", "scratch_directory", "figures"]):
+ def run(self):
+ pipeline = self.inputs.pipeline
+ pipeline.preprocess()
+ self.outputs.pipeline = pipeline
+ self.outputs.scratch_directory = self.inputs.scratch_directory
+ self.outputs.figures = capture_figures_to_bytes()
+
+class PhaseRetrieval(Task, input_names=["pipeline", "scratch_directory"], output_names=["pipeline", "scratch_directory", "figures"]):
+ def run(self):
+ pipeline = self.inputs.pipeline
+ pipeline.phase_retrieval(clear_former_results=True, nb_run=10, nb_run_keep=10)
+ self.outputs.pipeline = pipeline
+ self.outputs.scratch_directory = self.inputs.scratch_directory
+ self.outputs.figures = capture_figures_to_bytes()
+
+class PhaseAnalysis(Task, input_names=["pipeline", "scratch_directory"], output_names=["pipeline", "scratch_directory", "figures"]):
+ def run(self):
+ pipeline = self.inputs.pipeline
+ pipeline.analyse_phasing_results(sorting_criterion="mean_to_max")
+ self.outputs.pipeline = pipeline
+ self.outputs.scratch_directory = self.inputs.scratch_directory
+ self.outputs.figures = capture_figures_to_bytes()
+
+class SelectingBest(Task, input_names=["pipeline", "scratch_directory"], output_names=["pipeline", "scratch_directory", "figures"]):
+ def run(self):
+ pipeline = self.inputs.pipeline
+ pipeline.select_best_candidates(3)
+ self.outputs.pipeline = pipeline
+ self.outputs.scratch_directory = self.inputs.scratch_directory
+ self.outputs.figures = capture_figures_to_bytes()
+
+class ModeDecomposition(Task, input_names=["pipeline", "scratch_directory"], output_names=["pipeline", "scratch_directory", "figures"]):
+ def run(self):
+ pipeline = self.inputs.pipeline
+ pipeline.mode_decomposition()
+ self.outputs.pipeline = pipeline
+ self.outputs.scratch_directory = self.inputs.scratch_directory
+ self.outputs.figures = capture_figures_to_bytes()
+
+class PostProcess(Task, input_names=["pipeline", "scratch_directory"], output_names=["final_directory", "figures"]):
+ def run(self):
+ pipeline = self.inputs.pipeline
+ pipeline.postprocess(isosurface=0.3, voxel_size=None, flip=False)
+ pipeline.close()
+ self.outputs.final_directory = self.inputs.scratch_directory
+ self.outputs.figures = capture_figures_to_bytes()
diff --git a/examples/facets/src/facets_drivers/facets.py b/examples/facets/src/facets_drivers/facets.py
new file mode 100644
index 00000000..d143d48f
--- /dev/null
+++ b/examples/facets/src/facets_drivers/facets.py
@@ -0,0 +1,465 @@
+#!/usr/bin/env python
+
+import matplotlib.pyplot as plt
+import numpy as np
+from scipy.spatial.transform import Rotation
+from scipy.fft import fftn, ifftshift, fftshift, ifftn
+import io
+import logging
+
+# ---- cdi plots on remote --
+import cdiutils
+import cdiutils.plot.slice as slice_module # Import the specific submodule
+import functools
+import matplotlib.pyplot as plt
+import io
+
+# --- Step 1: Store a reference to the original function ---
+original_plot_volume_slices = slice_module.plot_volume_slices
+
+# --- Step 2: Create a patched wrapper function ---
+@functools.wraps(original_plot_volume_slices)
+def patched_plot_volume_slices(*args, **kwargs):
+ """
+ A wrapper for plot_volume_slices that captures the figure object
+ and prevents it from being closed when show=False.
+ """
+ # Force show=False so the function returns the figure object
+ # instead of blocking with plt.show().
+ kwargs['show'] = False
+
+ # Temporarily replace plt.close with a function that does nothing.
+ # This is the "monkey-patch" that prevents the figure from closing.
+ original_close = plt.close
+
+ def do_nothing_close(fig):
+ # This function will be called by cdiutils, but it won't
+ # actually close the figure we want to keep.
+ # print(f"Monkey-patch: Intercepted and prevented close for figure {fig.number}")
+ pass
+
+ plt.close = do_nothing_close
+
+ # Call the original function. It will now run, but its call
+ # to plt.close() will be intercepted by our do_nothing_close function.
+ fig, axes = original_plot_volume_slices(*args, **kwargs)
+
+ # IMPORTANT: Restore the original plt.close function immediately
+ # so we don't break other parts of matplotlib.
+ plt.close = original_close
+
+ # The figure is now left open, and we return it as the original did.
+ return fig, axes
+
+# --- Step 3: Apply the patch ---
+# Replace the function in the cdiutils module with our patched version.
+slice_module.plot_volume_slices = patched_plot_volume_slices
+
+# You can also patch it on the higher-level namespace if you imported it there
+cdiutils.plot.plot_volume_slices = patched_plot_volume_slices
+
+print("Monkey-patched cdiutils.plot.plot_volume_slices to prevent auto-closing.")
+# -- end -- #
+
+#from pynx.scattering.fhkl import Fhkl_thread
+import functools
+import pyopencl as cl
+from pynx.scattering import fhkl as fhkl_module # Get a handle to the module
+from pynx.scattering.fhkl import Fhkl_thread as original_Fhkl_thread
+
+# -- Step 1: Helper function to find the best GPU --
+def find_best_gpu():
+ """Finds the first available OpenCL GPU and returns its platform and device names."""
+ for platform in cl.get_platforms():
+ # Avoid the CPU-based Intel OpenCL platform if possible
+ if 'intel' in platform.name.lower():
+ continue
+ try:
+ gpu_devices = platform.get_devices(device_type=cl.device_type.GPU)
+ if gpu_devices:
+ # Found a platform with a GPU, return its info
+ return platform.name, gpu_devices[0].name
+ except cl.Error:
+ continue
+ raise RuntimeError("Monkey-patch could not find a suitable OpenCL GPU.")
+
+# -- Step 2: Create the wrapper function --
+# Use a simple class to store the discovered names so we only search once.
+class GpuInfo:
+ platform_name = None
+ gpu_name = None
+
+@functools.wraps(original_Fhkl_thread)
+def patched_Fhkl_thread(*args, **kwargs):
+ """
+ Wrapper for Fhkl_thread that automatically discovers and sets
+ the best cl_platform and gpu_name if they are not provided.
+ """
+ # Discover GPU info only on the first call
+ if GpuInfo.platform_name is None:
+ print("Monkey-patch: Discovering best GPU for Fhkl_thread...")
+ GpuInfo.platform_name, GpuInfo.gpu_name = find_best_gpu()
+ print(f"Monkey-patch: Defaulting to '{GpuInfo.gpu_name}' on platform '{GpuInfo.platform_name}'")
+
+ # Set our defaults, but allow the user to override them
+ kwargs.setdefault('language', 'OpenCL')
+ kwargs.setdefault('cl_platform', GpuInfo.platform_name)
+ kwargs.setdefault('gpu_name', GpuInfo.gpu_name)
+ logging.info(GpuInfo.platform_name)
+ logging.info(GpuInfo.gpu_name)
+
+ # Call the original function with the (potentially modified) arguments
+ return original_Fhkl_thread(*args, **kwargs)
+
+# -- Step 3: Apply the patch --
+fhkl_module.Fhkl_thread = patched_Fhkl_thread
+Fhkl_thread = patched_Fhkl_thread
+print("PyNX Fhkl_thread has been monkey-patched for automatic GPU selection.")
+
+import cdiutils
+from ewokscore import Task
+
+# --- Setup and Helpers from Notebook & experiment.py ---
+
+logging.basicConfig(
+ level=logging.INFO,
+ format='%(asctime)s - %(levelname)s - %(message)s',
+)
+
+cdiutils.update_plot_params()
+
+def capture_figures_to_bytes():
+ """
+ Captures all open matplotlib figures, converts them to PNG bytes,
+ and closes them.
+ Returns:
+ list: A list of PNG byte strings.
+ """
+ figures_as_bytes = []
+ fig_nums = plt.get_fignums()
+ if fig_nums:
+ logging.info(f"Capturing {len(fig_nums)} figure(s) as output data.")
+ for num in fig_nums:
+ fig = plt.figure(num)
+ buf = io.BytesIO()
+ fig.savefig(buf, format='png', bbox_inches='tight')
+ buf.seek(0)
+ figures_as_bytes.append(buf.getvalue())
+ plt.close(fig)
+ return figures_as_bytes
+
+def read_lammps_positions(
+ file_path: str,
+ separate_atoms: bool = False,
+ centre: bool = True
+) -> np.ndarray | dict:
+ """
+ Reads atom positions from a LAMMPS .xyz or .lmp (dump) file.
+
+ Args:
+ file_path (str): path to the input file.
+ separate_atoms (bool, optional): if True, separates positions by
+ atom type. If False, returns all positions in one array.
+ Defaults to False.
+
+ Returns:
+ dict or np.ndarray:
+ - If separate_atoms=True, returns a dictionary {atom_type:
+ positions_array}.
+ - If separate_atoms=False, returns a single array of all
+ positions.
+
+ Raises:
+ ValueError: if the file type cannot be detected or the file
+ cannot be parsed.
+ """
+ positions = []
+ atom_types = []
+
+ with open(file_path, 'r') as file:
+ if file_path.endswith("xyz"):
+ file.readline()
+ file.readline()
+ for line in file:
+ split_line = line.strip().split()
+ atom_type = split_line[0]
+ position = list(map(float, split_line[1:4]))
+ atom_types.append(atom_type)
+ positions.append(position)
+ elif file_path.endswith("lmp"):
+ raise ValueError(
+ "Reading LAMMPS dump files is not implemented yet. "
+ "Please convert to .xyz format."
+ )
+
+ positions = np.array(positions)
+ if centre:
+ positions -= np.mean(positions, axis=0, keepdims=True)
+
+ if separate_atoms:
+ separated_positions = {atom_type: [] for atom_type in atom_types}
+ for atom_type, position in zip(atom_types, positions):
+ separated_positions[atom_type].append(position)
+ for atom_type in separated_positions:
+ separated_positions[atom_type] = np.array(
+ separated_positions[atom_type]
+ ).T
+ return dict(separated_positions)
+ else:
+ return positions.T
+
+def find_bragg_peak_centre(
+ diffraction_pattern: np.ndarray,
+ q_grid: tuple,
+ search_radius: float = 0.1
+) -> tuple:
+ """
+ Find the center of mass of the Bragg peak in reciprocal space.
+ """
+ total_intensity = np.sum(diffraction_pattern)
+ q_com = []
+ for q in q_grid:
+ q_com.append(np.sum((diffraction_pattern * q)) / total_intensity)
+ return tuple(q_com)
+
+def refine_q_grid(
+ positions: tuple,
+ hkl: np.ndarray,
+ lattice_parameter_guess: float,
+ q_size: tuple = (200, 200, 200),
+ step_nb: int = 400,
+ max_iterations: int = 5,
+ convert_to_angstrom: bool = True
+):
+ """
+ Iteratively refine the q-grid to center the Bragg peak.
+ """
+ unit = "m"
+ rcp_space_unit = "1/m"
+ if convert_to_angstrom:
+ lattice_parameter_guess *= 1e10
+ unit = "angstrom"
+ rcp_space_unit = "1/angstrom"
+
+ current_lattice = lattice_parameter_guess
+ current_center = hkl / current_lattice
+
+ for iteration in range(max_iterations):
+ logging.info(f"Refinement iteration {iteration + 1}")
+ logging.info(f"Current lattice parameter: {current_lattice:.10f}")
+ logging.info(f"Current center: {current_center}")
+
+ dq = np.array([1, 1, 1]) / step_nb
+ q_ranges = []
+ for i in range(3):
+ q_ranges.append(
+ current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i]
+ )
+ q_grid = np.meshgrid(*q_ranges, indexing="ij")
+
+ scattered_amp, dt = Fhkl_thread(
+ *q_grid, *positions, occ=None
+ #*q_grid, *positions, occ=None, gpu_name="NVIDIA A40", language=""
+ )
+ diffraction_pattern = np.abs(scattered_amp) ** 2
+ peak_center = find_bragg_peak_centre(diffraction_pattern, q_grid)
+ logging.info(f"Found peak center at: {peak_center}")
+
+ expected_center = [np.mean(q) for q in q_grid]
+ shift = [pc - ec for pc, ec in zip(peak_center, expected_center)]
+ logging.info(f"Shift from grid center: {shift} {rcp_space_unit}")
+ current_center = peak_center
+
+ q_magnitude = np.linalg.norm(peak_center)
+ theoretical_q = np.linalg.norm(hkl) / current_lattice
+ lattice_correction = theoretical_q / q_magnitude
+ current_lattice *= lattice_correction
+ current_center = [c / lattice_correction for c in current_center]
+
+ logging.info(f"Refined lattice parameter: {current_lattice:.4f} {unit}")
+ logging.info(f"Shift magnitude: {np.linalg.norm(shift):.6f} {rcp_space_unit}")
+
+ if np.linalg.norm(shift) < dq[0] * 0.1:
+ logging.info("Converged!")
+ break
+
+ return q_grid, scattered_amp, current_lattice
+
+# --- Ewoks Tasks ---
+
+class DisplayImages(Task, input_names=["image_data_list"], optional_input_names=[], output_names=[]):
+ """An Ewoks task specifically for displaying image data in Jupyter."""
+ def run(self):
+ from IPython.display import Image, display
+ image_data_list = self.inputs.image_data_list
+ if not image_data_list:
+ logging.warning("DisplayImages task received no images to display.")
+ return
+ logging.info(f"Displaying {len(image_data_list)} image(s) in Jupyter.")
+ for image_data in image_data_list:
+ if image_data:
+ display(Image(data=image_data))
+
+
+class ReadLammpsPositions(Task, input_names=["file_path", "centre"], output_names=["positions", "figures"]):
+ def run(self):
+ positions = read_lammps_positions(
+ self.inputs.file_path,
+ centre=self.inputs.centre
+ )
+
+ fig, ax = plt.subplots(1, 1, subplot_kw={"projection": "3d"}, layout="tight")
+ scatter_params = {
+ "s": 1.5, "antialiased": False, "depthshade": True, "alpha": 0.2,
+ "edgecolor": "k", "linewidth": 0.01, "c": "teal"
+ }
+ ax.scatter(*positions, **scatter_params)
+ ax.set_xlabel("$x$"); ax.set_ylabel("$y$"); ax.set_zlabel("$z$");
+ ax.set_xlim([-200, 200]); ax.set_ylim([-200, 200]); ax.set_zlim([-200, 200])
+
+ self.outputs.positions = positions
+ self.outputs.figures = capture_figures_to_bytes()
+
+
+class InitialScattering(Task,
+ input_names=["positions", "hkl", "lattice_parameter", "q_size", "step_nb"],
+ output_names=["scattered_amp", "q_grid", "dt", "figures"]):
+ def run(self):
+ hkl = self.inputs.hkl
+ positions = self.inputs.positions
+ lattice_parameter = self.inputs.lattice_parameter
+ q_size = self.inputs.q_size
+ step_nb = self.inputs.step_nb
+
+ original_vector = np.array(hkl) / np.linalg.norm(hkl)
+ target_vector = np.array([0, 1, 0], dtype=float)
+ target_vector /= np.linalg.norm(target_vector)
+ rotation_axis = np.cross(original_vector, target_vector)
+ rotation_axis /= np.linalg.norm(rotation_axis)
+ angle = np.arccos(np.dot(original_vector, target_vector))
+ rotation = Rotation.from_rotvec(angle * rotation_axis)
+ rotated_hkl = rotation.apply(np.column_stack(hkl)).T
+
+ dq = np.array([1, 1, 1]) / step_nb
+ q_ranges = []
+ for i in range(3):
+ q_ranges.append(
+ (rotated_hkl[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i]) / lattice_parameter
+ )
+ q_grid = np.meshgrid(*q_ranges, indexing="ij")
+
+ scattered_amp, dt = Fhkl_thread(
+ *q_grid, *positions, occ=None,# gpu_name="NVIDIA A40", language=""
+ )
+ logging.info("zzzzzzzzzzzzzzzzzzzzzzzzzzzz")
+ if np.isnan(scattered_amp).any():
+ logging.info(scattered_amp)
+ st
+ elif (scattered_amp == 0).any():
+ logging.info(scattered_amp)
+ st
+ diffraction_pattern = np.abs(scattered_amp)**2
+
+ fig, axes = cdiutils.plot.plot_volume_slices(
+ diffraction_pattern, norm="log", voxel_size=(dq[0], dq[1], dq[2]),
+ data_centre=[np.mean(q) for q in q_grid], convention="xu", show=False
+ )
+ cdiutils.plot.add_labels(axes, space="rcp", convention="xu")
+
+ self.outputs.scattered_amp = scattered_amp
+ self.outputs.q_grid = q_grid
+ self.outputs.dt = dt
+ self.outputs.figures = capture_figures_to_bytes()
+
+
+class RefineGrid(Task,
+ input_names=["positions", "hkl", "initial_lattice_guess", "q_size", "step_nb", "max_iterations"],
+ output_names=["refined_q_grid", "scattered_amp", "refined_lattice", "figures"]):
+ def run(self):
+ hkl = self.inputs.hkl
+ original_vector = np.array(hkl) / np.linalg.norm(hkl)
+ target_vector = np.array([0, 1, 0], dtype=float)
+ target_vector /= np.linalg.norm(target_vector)
+ rotation_axis = np.cross(original_vector, target_vector)
+ rotation_axis /= np.linalg.norm(rotation_axis)
+ angle = np.arccos(np.dot(original_vector, target_vector))
+ rotation = Rotation.from_rotvec(angle * rotation_axis)
+ rotated_hkl = rotation.apply(np.column_stack(hkl))
+ # extract rotated x, y, z arrays
+ rotated_hkl = rotated_hkl.T
+ rotated_hkl
+
+ refined_q_grid, scattered_amp, refined_lattice = refine_q_grid(
+ self.inputs.positions, rotated_hkl, self.inputs.initial_lattice_guess,
+ q_size=self.inputs.q_size, step_nb=self.inputs.step_nb,
+ max_iterations=self.inputs.max_iterations
+ )
+
+ dq = np.array([1, 1, 1]) / self.inputs.step_nb
+ logging.info(dq)
+ fig, axes = cdiutils.plot.plot_volume_slices(
+ np.abs(scattered_amp) ** 2, norm="log", voxel_size=(dq[0], dq[1], dq[2]),
+ data_centre=[np.mean(q) for q in refined_q_grid], convention="xu", show=False
+ )
+ cdiutils.plot.add_labels(axes, space="rcp", convention="xu")
+
+ self.outputs.refined_q_grid = refined_q_grid
+ self.outputs.scattered_amp = scattered_amp
+ self.outputs.refined_lattice = refined_lattice
+ self.outputs.figures = capture_figures_to_bytes()
+
+class PostProcessScattering(Task,
+ input_names=["scattered_amp", "refined_q_grid", "hkl"],
+ output_names=["struct_properties", "figures"]):
+ def run(self):
+ scattered_amp = self.inputs.scattered_amp
+ refined_q_grid = self.inputs.refined_q_grid
+ hkl = self.inputs.hkl
+
+ voxel_size = tuple(1e-1 / np.ptp(q) for q in refined_q_grid)
+ # TODO: issue?
+ #obj = fftshift(fftn(ifftshift(scattered_amp)))
+ obj = fftshift(fftn(ifftshift(scattered_amp)))
+ support = cdiutils.utils.make_support(np.abs(obj), isosurface=0.75)
+
+ plot_params = {
+ "support": support, "convention": "xu", "voxel_size": voxel_size,
+ "data_centre": (0, 0, 0), "show": True,
+ }
+ cdiutils.plot.plot_volume_slices(np.abs(obj), **plot_params)
+ fig, axes = cdiutils.plot.plot_volume_slices(
+ np.angle(obj), cmap="cet_CET_C9s_r", vmin=-np.pi, vmax=np.pi, **plot_params
+ )
+ cdiutils.plot.add_labels(axes, convention="xu")
+
+ q_com = find_bragg_peak_centre(np.abs(scattered_amp)**2, refined_q_grid)
+ obj = cdiutils.process.PostProcessor.apodize(obj)
+ struct_properties = cdiutils.process.PostProcessor.get_structural_properties(
+ obj, isosurface=0.65, g_vector=tuple(q * (2*np.pi) for q in q_com),
+ hkl=hkl, voxel_size=voxel_size, phase_factor=1
+ )
+
+ for k in ("amplitude", "phase", "het_strain","het_strain_from_dspacing", "lattice_parameter"):
+ # TODO
+ plot_params.update(cdiutils.plot.get_plot_configs(k))
+ #plot_params["vmin"], plot_params["vmax"] = None, None
+ if "strain" in k:
+ plot_params["cmap"] = "cet_CET_D13"
+ cdiutils.plot.plot_volume_slices(struct_properties[k], **plot_params)
+
+ cdiutils.pipeline.PipelinePlotter.summary_plot(
+ title="Reconstruction Summary", # 1. Add the missing title
+ support=struct_properties["support"], # 2. Explicitly name the support
+ voxel_size=voxel_size,
+ table_info=None,
+ **{k: struct_properties[k] for k in (
+ "amplitude",
+ "phase",
+ "displacement",
+ "het_strain",
+ "lattice_parameter"
+ ) if k in struct_properties}
+ )
+
+ self.outputs.struct_properties = struct_properties
+ self.outputs.figures = capture_figures_to_bytes()
\ No newline at end of file
diff --git a/examples/facets/src/facets_drivers/simulation.py b/examples/facets/src/facets_drivers/simulation.py
new file mode 100644
index 00000000..475fff7c
--- /dev/null
+++ b/examples/facets/src/facets_drivers/simulation.py
@@ -0,0 +1,1090 @@
+#!/usr/bin/env python
+
+import os
+from pathlib import Path
+import shutil
+import subprocess
+from ewokscore import Task
+import time
+import contextlib
+import io
+
+def pickle_to_rick(path):
+ with open(path, "rb") as f:
+ pipeline = pickle.load(f)
+ return pipeline
+
+def rick_to_pickle(pipeline, dump_dir, filename):
+ output_path = os.path.join(dump_dir, filename)
+ with open(output_path, "wb") as f:
+ pickle.dump(pipeline, f)
+ return output_path
+
+def run_command(command):
+ # This will act as an in-memory text file to capture print statements
+ output_capture = io.StringIO()
+
+ with contextlib.redirect_stdout(output_capture):
+ start_time = time.perf_counter()
+ process_result = None
+ try:
+ print(f"Executing command: {' '.join(command)}")
+ process_result = subprocess.run(command, capture_output=True, text=True, check=True)
+
+ print("\n--- Command Output (stdout) ---")
+ print(process_result.stdout)
+
+ if process_result.stderr:
+ print("\n--- Command Error (stderr) ---")
+ print(process_result.stderr)
+
+ print(f"\n--- Command finished successfully with exit code {process_result.returncode} ---")
+
+ except subprocess.CalledProcessError as e:
+ print(f"\n--- Command failed with exit code {e.returncode} ---")
+ print(f"Error (stdout):\n{e.stdout}")
+ print(f"Error (stderr):\n{e.stderr}")
+ except FileNotFoundError:
+ print("\n--- ERROR: 'apptainer' command not found ---")
+ print("Please ensure Apptainer is installed and its executable is in your system's PATH.")
+ except Exception as e:
+ print(f"\n--- An unexpected error occurred: {e} ---")
+
+ finally:
+ end_time = time.perf_counter()
+ duration = end_time - start_time
+ print(f"\n--- Total Execution Time: {duration:.4f} seconds ---")
+
+ # Get the complete log as a string from the in-memory buffer
+ full_log = output_capture.getvalue()
+
+ # Return both the log and the original process result object
+ return {"full_log": full_log, "process_result": process_result}
+
+class RunNanoReSculpted(Task, input_names=["scratch_directory", "nsparam_filepath", "num_procs", "obj_filepath"], output_names=["pos_filepath", "result"]):
+ def run(self):
+ scratch_directory = self.inputs.scratch_directory
+ nsparam_filepath = self.inputs.nsparam_filepath
+ obj_filepath = self.inputs.obj_filepath
+ num_procs = self.inputs.num_procs
+ os.makedirs(scratch_directory, exist_ok=True)
+ os.chdir(scratch_directory)
+ shutil.copy(obj_filepath, scratch_directory)
+ command = [
+ "apptainer",
+ "run",
+ "--containall",
+ "--env",
+ f"OMP_NUM_THREADS={num_procs}",
+ "--bind",
+ f".:{os.environ.get('HOME', '')}",
+ "/data/id01/inhouse/polack/shared/nanosculpt/nanosculpt.sif",
+ "nanoSCULPT",
+ str(Path(nsparam_filepath).name)
+ ]
+ result = run_command(command)
+
+ self.outputs.pos_filepath = str(Path(scratch_directory) / "exp.pos")
+ self.outputs.result = result
+
+class RunLammps(Task, input_names=["scratch_directory", "pos_filepath", "num_procs"], output_names=["minimized_filepaths", "result"]):
+ def run(self):
+ scratch_directory = self.inputs.scratch_directory
+ pos_filepath = self.inputs.pos_filepath
+ num_procs = self.inputs.num_procs
+ os.makedirs(scratch_directory, exist_ok=True)
+ os.chdir(scratch_directory)
+
+ exp_in = """\
+ # ---------- Initialize Simulation ---------------------
+ clear
+ units metal
+ dimension 3
+ boundary s s s
+ atom_style atomic
+
+ variable A equal 3.912
+
+ # ---------- initiate the variables ---------------------
+
+ lattice fcc ${A}
+
+ # ---------- Create Atomistic Structure ---------------------
+ read_data exp.pos
+
+ # ---------- Define Interatomic Potential ---------------------
+
+ pair_style eam/alloy
+ pair_coeff * * Pt_u3.eam Pt
+ neighbor 2.0 bin
+ neigh_modify delay 10 check yes
+
+ # ---------- Define Settings ---------------------
+ compute centrosym all centro/atom fcc
+ compute pote_eng all pe/atom
+ compute pote_all all reduce sum c_pote_eng
+ compute peratom all stress/atom NULL
+
+ # ---------- Run Minimization ---------------------
+ reset_timestep 0
+ thermo 10
+ thermo_style custom step pe lx ly lz press pxx pyy pzz pxy pxz pyz c_pote_all
+
+ write_data exp_write.lmp
+ write_dump all xyz exp.xyz
+
+ min_style cg
+ minimize 1e-15 1e-15 30000 30000
+ # Sets energy tol to 0 (ignored), force tol to 1e-10
+ # minimize 0.0 1.0e-10 30000 30000
+
+ write_data exp_minimized.lmp
+ write_dump all xyz exp_minimized.xyz
+
+ #compute globalRDF all rdf 200 cutoff 3.5
+ #fix outRDF all ave/time 1 1 1 c_globalRDF[*] file rdf_output.dat mode vector
+ #run 0
+ """
+ with open("exp.in", "w") as f:
+ f.write(exp_in)
+ with open("Pt_u3.eam", "w") as f:
+ f.write(Pt_u3)
+
+ command = [
+ "apptainer",
+ "exec",
+ "--containall",
+ "--bind",
+ f".:{os.environ.get('HOME', '')}",
+ "/data/id01/inhouse/polack/shared/lammps.sif",
+ "mpirun",
+ "-n",
+ num_procs,
+ "lmp_mpi",
+ "-in",
+ "exp.in"
+ ]
+ result = run_command(command)
+
+ self.outputs.minimized_filepaths = [str(Path(scratch_directory) / file) for file in ["exp_write.xyz", "exp_minimized.xyz"]]
+ self.outputs.result = result
+ print(self.outputs.minimized_filepaths)
+Pt_u3 = """\
+# EAM potentials generated by H.W.Sheng (hsheng@gmu.edu) on Thu May 20 11:45:47 2010
+#
+##
+ 1 Pt
+ 1001 1.0000000000000000e-03 1001 6.4999999999999997e-03 6.5000000000000000e+00 # nrho drho nr dr cutoff
+ 78 195.09 0 dummy #Atomic_number atomic_mass (g/cm^3) lattice_constant lattice_type
+ -8.9463610299260221e-01 -9.2972854394605464e-01 -9.6468032834472706e-01 -9.9949146714810122e-01 -1.0341619785584102e+00
+ -1.0686918879661507e+00 -1.1030812278955942e+00 -1.1373300379503000e+00 -1.1714383647586255e+00 -1.2054062619192396e+00
+ -1.2392337899466335e+00 -1.2729210162166322e+00 -1.3064680149119081e+00 -1.3398748669674911e+00 -1.3731416600162809e+00
+ -1.4062684883345593e+00 -1.4392554527875019e+00 -1.4721026607746892e+00 -1.5048102261756195e+00 -1.5373782692952203e+00
+ -1.5698069168093598e+00 -1.6020963017103589e+00 -1.6342465632525034e+00 -1.6662578468975560e+00 -1.6981303042602671e+00
+ -1.7298640930538878e+00 -1.7614593770356808e+00 -1.7929163259524330e+00 -1.8242351154859668e+00 -1.8554159271986523e+00
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+
+ """
+
+Pt_u3_old = """\
+DATE: 2007-06-11 CONTRIBUTOR: Stephen Foiles, foiles@sandia.gov CITATION: Foiles et al, Phys Rev B, 33, 7983 (1986) COMMENT: Pt functions (universal 3), SM Foiles et al, PRB, 33, 7983 (1986)
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+ 0. 0. 0. 0. 0.
+
+"""
diff --git a/examples/facets/src/facets_drivers/theory.py b/examples/facets/src/facets_drivers/theory.py
new file mode 100644
index 00000000..e2a9f697
--- /dev/null
+++ b/examples/facets/src/facets_drivers/theory.py
@@ -0,0 +1,219 @@
+#!/usr/bin/env python
+
+import os
+from pathlib import Path
+from ewokscore import Task
+import facets.get_facets as get_facets
+import facets.get_orientation as get_orientation
+
+import vtk
+from IPython.display import Image, display
+
+class GetFacets(Task, input_names=["scratch_directory", "vti_filepath", "scale_factors"], output_names=["vtp_facets_filepath", "obj_filepath", "scratch_directory"]):
+ def run(self):
+ vti_filepath = self.inputs.vti_filepath
+ scratch_directory = self.inputs.scratch_directory
+ os.makedirs(scratch_directory, exist_ok=True)
+ os.chdir(scratch_directory)
+ arguments = [f'{vti_filepath}', 'exp', '--create-obj-0', 'exp.obj']
+ get_facets.main(arguments, scale_factors=self.inputs.scale_factors)
+ self.outputs.obj_filepath = str(Path(scratch_directory) / f"exp.obj")
+ print(self.outputs.obj_filepath)
+ self.outputs.vtp_facets_filepath = str(Path(scratch_directory) / f"exp_1.vtp")
+ self.outputs.scratch_directory = scratch_directory
+
+class GetOrientation(Task, input_names=["scratch_directory", "vtp_facets_filepath", "hkl", "exclude_hkl"], output_names=["orientation_filepath", "nsparam_filepath", "scratch_directory", "vtp_facets_filepath"]):
+ def run(self):
+ vtp_facets_filepath = self.inputs.vtp_facets_filepath
+ scratch_directory = self.inputs.scratch_directory
+ os.makedirs(scratch_directory, exist_ok=True)
+ os.chdir(scratch_directory)
+ arguments = [vtp_facets_filepath, "--axis", "Y",
+ "--hkl", self.inputs.hkl, "--exclude_hkl", self.inputs.exclude_hkl,
+ "--save-orientation", "orientation.txt",
+ "--create-nsparam", "exp.nsparam"]
+ get_orientation.main(arguments)
+ self.outputs.nsparam_filepath = str(Path(scratch_directory) / "exp.nsparam")
+ self.outputs.orientation_filepath = str(Path(scratch_directory) / "orientation.txt")
+ self.outputs.scratch_directory = scratch_directory
+ self.outputs.vtp_facets_filepath = vtp_facets_filepath
+ print(self.outputs.nsparam_filepath)
+
+class GetOrientedFacets(Task, input_names=["scratch_directory", "vtp_facets_filepath", "orientation_filepath", "scale_factors"], output_names=["vtp_oriented_files", "scratch_directory"]):
+ def run(self):
+ vtp_facets_filepath = self.inputs.vtp_facets_filepath
+ orientation_filepath = self.inputs.orientation_filepath
+ scratch_directory = self.inputs.scratch_directory
+ os.makedirs(scratch_directory, exist_ok=True)
+ os.chdir(scratch_directory)
+ arguments = [vtp_facets_filepath, "oriented_exp", "--relabel-from-hull", "--orientation-matrix", orientation_filepath, "--visualize"]
+ get_facets.main(arguments, scale_factors=self.inputs.scale_factors)
+ self.outputs.vtp_oriented_files = [str(Path(scratch_directory) / f'oriented_exp_{i}.vtp') for i in range(0, 4)]
+ self.outputs.scratch_directory = scratch_directory
+
+"""
+######## Monkey ################
+# Use
+from xvfbwrapper import Xvfb
+vdisplay = Xvfb()
+vdisplay.start()
+# ...
+# vdisplay.stop()
+# around call in notebook
+# Monkey patching.
+def non_blocking_visualization(hull_polydata, labels_polydata):
+ # A non-blocking replacement that renders the scene to a PNG file and displays it in the notebook.
+ # --- Basic VTK pipeline setup ---
+ renderer = vtk.vtkRenderer()
+ renderer.SetBackground(0.1, 0.2, 0.4)
+
+ render_window = vtk.vtkRenderWindow()
+ render_window.AddRenderer(renderer)
+ render_window.SetSize(1200, 900)
+
+ # IMPORTANT: Ensure off-screen rendering is enabled
+ render_window.SetOffScreenRendering(1)
+
+ # --- Your existing actor and mapper setup code ---
+ # (Copied from your script for completeness)
+ hull_mapper = vtk.vtkPolyDataMapper()
+ hull_mapper.SetInputData(hull_polydata)
+
+ facet_ids_array = hull_polydata.GetCellData().GetArray("FacetIds")
+ if facet_ids_array:
+ lookup_table = vtk.vtkLookupTable()
+ id_range = facet_ids_array.GetRange()
+ lookup_table.SetNumberOfTableValues(int(id_range[1]) + 1)
+ lookup_table.Build()
+ hull_mapper.SetScalarModeToUseCellFieldData()
+ hull_mapper.SelectColorArray("FacetIds")
+ hull_mapper.SetScalarVisibility(True)
+ hull_mapper.SetLookupTable(lookup_table)
+ hull_mapper.SetScalarRange(id_range)
+
+ hull_actor = vtk.vtkActor()
+ hull_actor.SetMapper(hull_mapper)
+ hull_actor.GetProperty().EdgeVisibilityOn()
+
+ select_visible_points = vtk.vtkSelectVisiblePoints()
+ select_visible_points.SetInputData(labels_polydata)
+ select_visible_points.SetRenderer(renderer)
+
+ label_mapper = vtk.vtkLabeledDataMapper()
+ label_mapper.SetInputConnection(select_visible_points.GetOutputPort())
+ label_mapper.SetLabelModeToLabelFieldData()
+ label_mapper.SetFieldDataName("MillerLabels")
+
+ label_actor = vtk.vtkActor2D()
+ label_actor.SetMapper(label_mapper)
+
+ # --- Add actors, render, and save the image ---
+ renderer.AddActor(hull_actor)
+ renderer.AddActor(label_actor)
+ renderer.ResetCamera()
+ render_window.Render()
+
+ window_to_image_filter = vtk.vtkWindowToImageFilter()
+ window_to_image_filter.SetInput(render_window)
+ window_to_image_filter.Update()
+
+ writer = vtk.vtkPNGWriter()
+ output_filename = "visualization_patched.png"
+ writer.SetFileName(output_filename)
+ writer.SetInputConnection(window_to_image_filter.GetOutputPort())
+ writer.Write()
+
+ print(f"Visualization saved via monkey-patch to {output_filename}. Displaying below:")
+ display(Image(filename=output_filename))
+get_facets.create_and_show_visualization = non_blocking_visualization
+
+# def non_blocking_visualization(hull_polydata, labels_polydata):
+# """
+# A non-blocking replacement that renders the scene to a PNG file
+# and displays it in the notebook.
+# """
+# # --- Basic VTK pipeline setup ---
+# renderer = vtk.vtkRenderer()
+# renderer.SetBackground(0.1, 0.2, 0.4)
+#
+# render_window = vtk.vtkRenderWindow()
+# render_window.AddRenderer(renderer)
+# render_window.SetSize(1200, 900)
+#
+# # IMPORTANT: Ensure off-screen rendering is enabled
+# render_window.SetOffScreenRendering(1)
+#
+# # --- Your existing actor and mapper setup code ---
+# hull_mapper = vtk.vtkPolyDataMapper()
+# hull_mapper.SetInputData(hull_polydata)
+#
+# facet_ids_array = hull_polydata.GetCellData().GetArray("FacetIds")
+# if facet_ids_array:
+# lookup_table = vtk.vtkLookupTable()
+# id_range = facet_ids_array.GetRange()
+# lookup_table.SetNumberOfTableValues(int(id_range[1]) + 1)
+# lookup_table.Build()
+# hull_mapper.SetScalarModeToUseCellFieldData()
+# hull_mapper.SelectColorArray("FacetIds")
+# hull_mapper.SetScalarVisibility(True)
+# hull_mapper.SetLookupTable(lookup_table)
+# hull_mapper.SetScalarRange(id_range)
+#
+# hull_actor = vtk.vtkActor()
+# hull_actor.SetMapper(hull_mapper)
+# hull_actor.GetProperty().EdgeVisibilityOn()
+#
+# select_visible_points = vtk.vtkSelectVisiblePoints()
+# select_visible_points.SetInputData(labels_polydata)
+# select_visible_points.SetRenderer(renderer)
+#
+# label_mapper = vtk.vtkLabeledDataMapper()
+# label_mapper.SetInputConnection(select_visible_points.GetOutputPort())
+# label_mapper.SetLabelModeToLabelFieldData()
+# label_mapper.SetFieldDataName("MillerLabels")
+#
+# label_actor = vtk.vtkActor2D()
+# label_actor.SetMapper(label_mapper)
+#
+# # --- Add actors and setup camera for bottom view ---
+# renderer.AddActor(hull_actor)
+# renderer.AddActor(label_actor)
+#
+# # Get the bounds of the object to position camera appropriately
+# bounds = hull_polydata.GetBounds()
+# center = [(bounds[0] + bounds[1]) / 2,
+# (bounds[2] + bounds[3]) / 2,
+# (bounds[4] + bounds[5]) / 2]
+#
+# # Set up camera for bottom view (looking up from below)
+# camera = renderer.GetActiveCamera()
+#
+# # Position camera below the object (negative Y direction)
+# camera_distance = (bounds[3] - bounds[2]) * 2 # Distance based on Y extent
+# camera.SetPosition(center[0], bounds[2] - camera_distance, center[2])
+#
+# # Point camera toward the center of the object
+# camera.SetFocalPoint(center[0], center[1], center[2])
+#
+# # Set the view up vector (Z-axis pointing up in this bottom view)
+# camera.SetViewUp(0, 0, 1)
+#
+# # Optional: adjust the view angle for better visualization
+# camera.SetViewAngle(45)
+#
+# renderer.ResetCameraClippingRange()
+# render_window.Render()
+#
+# window_to_image_filter = vtk.vtkWindowToImageFilter()
+# window_to_image_filter.SetInput(render_window)
+# window_to_image_filter.Update()
+#
+# writer = vtk.vtkPNGWriter()
+# output_filename = "visualization_patched.png"
+# writer.SetFileName(output_filename)
+# writer.SetInputConnection(window_to_image_filter.GetOutputPort())
+# writer.Write()
+#
+# print(f"Visualization saved via monkey-patch to {output_filename}. Displaying below:")
+# display(Image(filename=output_filename))
+# get_facets.create_and_show_visualization = non_blocking_visualization
diff --git a/examples/facets/src/utils/get_euler.py b/examples/facets/src/utils/get_euler.py
new file mode 100755
index 00000000..1f1731cd
--- /dev/null
+++ b/examples/facets/src/utils/get_euler.py
@@ -0,0 +1,88 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+A standalone script to compute Bunge (ZXZ) Euler angles from a 3x3
+rotation matrix stored in a text file.
+"""
+
+import numpy as np
+import argparse
+import sys
+
+def rotation_matrix_to_zxz_euler(matrix):
+ """
+ Converts a 3x3 rotation matrix to Bunge (ZXZ) Euler angles.
+ This function handles the gimbal lock singularity.
+
+ Args:
+ matrix (np.ndarray): The 3x3 rotation matrix.
+
+ Returns:
+ tuple: A tuple of (phi1, Phi, phi2) in radians.
+ """
+ R = np.array(matrix)
+
+ # Check for gimbal lock singularity
+ if not np.isclose(R[2, 2], 1.0) and not np.isclose(R[2, 2], -1.0):
+ # General case (no gimbal lock)
+ phi1 = np.arctan2(R[2, 0], -R[2, 1])
+ Phi = np.arccos(R[2, 2])
+ phi2 = np.arctan2(R[0, 2], R[1, 2])
+ else:
+ # Gimbal lock case
+ if np.isclose(R[2, 2], 1.0):
+ # Phi is 0, convention sets phi2 to 0
+ phi1 = np.arctan2(R[0, 1], R[0, 0])
+ Phi = 0.0
+ phi2 = 0.0
+ else: # R[2, 2] is -1.0
+ # Phi is 180 degrees, convention sets phi2 to 0
+ phi1 = np.arctan2(-R[0, 1], -R[0, 0])
+ Phi = np.pi
+ phi2 = 0.0
+
+ return phi1, Phi, phi2
+
+def main():
+ """
+ Main function to parse arguments and run the calculation.
+ """
+ parser = argparse.ArgumentParser(
+ description="Compute Bunge (ZXZ) Euler angles from a rotation matrix file.",
+ formatter_class=argparse.RawTextHelpFormatter
+ )
+ parser.add_argument(
+ 'input_file',
+ type=str,
+ help="Path to the text file containing the 3x3 rotation matrix."
+ )
+
+ args = parser.parse_args()
+
+ try:
+ # Load the matrix from the text file
+ orientation_matrix = np.loadtxt(args.input_file)
+
+ # Validate the shape of the loaded matrix
+ if orientation_matrix.shape != (3, 3):
+ print(f"Error: The input file '{args.input_file}' does not contain a 3x3 matrix.", file=sys.stderr)
+ sys.exit(1)
+
+ # Calculate Euler angles
+ phi1, Phi, phi2 = rotation_matrix_to_zxz_euler(orientation_matrix)
+
+ # Print the results
+ print("Bunge (ZXZ) Euler Angles:")
+ print(f" phi1: {phi1:.3f} rad")
+ print(f" Phi: {Phi:.3f} rad")
+ print(f" phi2: {phi2:.3f} rad")
+
+ except FileNotFoundError:
+ print(f"Error: The file '{args.input_file}' was not found.", file=sys.stderr)
+ sys.exit(1)
+ except Exception as e:
+ print(f"An error occurred: {e}", file=sys.stderr)
+ sys.exit(1)
+
+if __name__ == "__main__":
+ main()
diff --git a/examples/facets/src/utils/npz_to_vti.py b/examples/facets/src/utils/npz_to_vti.py
new file mode 100644
index 00000000..d2410839
--- /dev/null
+++ b/examples/facets/src/utils/npz_to_vti.py
@@ -0,0 +1,60 @@
+import vtk
+from vtk.util import numpy_support
+import numpy as np
+import os
+import sys
+
+npz_path = sys.argv[1]
+base_name = os.path.splitext(npz_path)[0]
+vti_path = f"{base_name}_normalized.vti" # Added suffix to avoid overwriting
+
+if not os.path.exists(npz_path):
+ print(f"Error: Input file not found at '{npz_path}'")
+else:
+ print(f"Loading data from: {npz_path}")
+ with np.load(npz_path) as npz_file:
+ data_dict = {key: npz_file[key] for key in npz_file.keys()}
+
+ if not data_dict:
+ print("Error: The NPZ file is empty.")
+ else:
+ imageData = vtk.vtkImageData()
+
+ first_key = list(data_dict.keys())[0]
+ grid_shape = data_dict[first_key].shape
+
+ imageData.SetDimensions(grid_shape[2], grid_shape[1], grid_shape[0])
+ imageData.SetSpacing(5.0, 5.0, 5.0)
+ imageData.SetOrigin(0.0, 0.0, 0.0)
+
+ for key, array in data_dict.items():
+ if array.shape != grid_shape:
+ print(f"Warning: Skipping array '{key}' due to mismatched shape.")
+ continue
+
+ # === NORMALIZATION STEP FOR 'amp' ARRAY ===
+ if key == 'amp':
+ min_val = np.min(array)
+ max_val = np.max(array)
+ print(f" > Normalizing '{key}' array from range [{min_val:.3f}, {max_val:.3f}] to [0, 1]")
+ if (max_val - min_val) > 0:
+ # Apply min-max normalization
+ array = (array - min_val) / (max_val - min_val)
+ else: # Handle case where all values are the same
+ array = np.zeros_like(array)
+ # ============================================
+
+ vtk_array = numpy_support.numpy_to_vtk(num_array=array.flatten(order='C'), deep=True)
+
+ new_key = 'amplitude' if key == 'amp' else key
+ vtk_array.SetName(new_key)
+
+ imageData.GetPointData().AddArray(vtk_array)
+ print(f" > Added data array '{key}' as '{new_key}'")
+
+ writer = vtk.vtkXMLImageDataWriter()
+ writer.SetFileName(vti_path)
+ writer.SetInputData(imageData)
+ writer.Write()
+
+ print(f"\nSuccessfully converted and saved normalized data to '{vti_path}'")
diff --git a/examples/facets/src/utils/sample_lammps.sh b/examples/facets/src/utils/sample_lammps.sh
new file mode 100755
index 00000000..43aef693
--- /dev/null
+++ b/examples/facets/src/utils/sample_lammps.sh
@@ -0,0 +1,18 @@
+#!/usr/bin/env bash
+
+# TODO Aweful as hell. Fix that.
+
+lammps_file="$1"
+
+# Find the line number where the atom data starts
+HEADER_END_LINE=$(grep -n "Atoms" $lammps_file | cut -d: -f1)
+head -n "$HEADER_END_LINE" $lammps_file > subsampled_$lammps_file
+echo '' >> subsampled_$lammps_file
+tail -n +$((HEADER_END_LINE + 1)) $lammps_file | \
+ awk 'BEGIN{srand()} rand() < 0.01' | \
+ awk '{ $1 = NR; print }' >> subsampled_$lammps_file
+echo '' >> subsampled_$lammps_file
+
+# Use 'sed' to replace the old atom count on line 3
+NUM_ATOMS=$(awk -v h="$HEADER_END_LINE" 'END{print NR-h-2}' subsampled_$lammps_file)
+sed -i "4s/.*/$NUM_ATOMS atoms/" subsampled_$lammps_file
diff --git a/examples/facets/tests/Untitled.ipynb b/examples/facets/tests/Untitled.ipynb
new file mode 100644
index 00000000..eb71d04a
--- /dev/null
+++ b/examples/facets/tests/Untitled.ipynb
@@ -0,0 +1,144 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b228ad8a-482e-4844-afa5-16a375838135",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from matplotlib.colors import LogNorm\n",
+ "import numpy as np\n",
+ "\n",
+ "import cdiutils\n",
+ "\n",
+ "cdiutils.plot.update_plot_params()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "99fb5037-2f6a-423e-84f4-e6aa6b21740b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "path = (\"/data/id01/inhouse/polack/scratch/ewoks_01_experiment/S37_preprocessed_data.cxi\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "025fa8b9-490d-4713-81f5-8b544b851559",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "with cdiutils.CXIFile(path, \"r\") as cxi:\n",
+ " data = cxi[\"entry_1/data_2/data\"]\n",
+ " qx = cxi[\"entry_1/result_2/qx_xu\"]\n",
+ " qy = cxi[\"entry_1/result_2/qy_xu\"]\n",
+ " qz = cxi[\"entry_1/result_2/qz_xu\"]\n",
+ " shift = cxi[\"entry_1/result_2/q_lab_shift\"] # error in https://github.com/clatlan/cdiutils/blob/master/examples/pole_figure.ipynb\n",
+ "\n",
+ "print(qx.shape, qy.shape, qz.shape, data.shape)\n",
+ "voxel_size = (\n",
+ " np.diff(qx).mean(),\n",
+ " np.diff(qy).mean(),\n",
+ " np.diff(qz).mean()\n",
+ ")\n",
+ "\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " data, voxel_size=voxel_size, data_centre=shift,\n",
+ " norm=LogNorm(), convention=\"xu\", show=False\n",
+ ")\n",
+ "\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "fig"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "980dbeab-1c02-4d8b-bc13-cea720d69470",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "(grid_x, grid_y, projected_int), (fig, ax) = cdiutils.analysis.pole_figure(\n",
+ " data,\n",
+ " [qx, qy, qz],\n",
+ " radius=0.020,\n",
+ " dr=0.0002, \n",
+ " axis=\"2\",\n",
+ " norm=LogNorm(1, ),\n",
+ " verbose=True,\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "90a9ad4a-9c13-4fa0-9424-3436a81b958d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "npz_file = \"/data/id01/inhouse/polack/scratch/ewoks_01_experiment/S37_structural_properties.npz\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f3772adb-1751-43b5-b029-6bf96a6e0f5b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "data = np.load(npz_file)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7f10b3be-4fd4-4591-aa5f-98781cbd58e5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data[\"voxel_size\"]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3554ce9d-f8b8-4090-8f83-b78dabc248df",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.5"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/tests/Untitled1.ipynb b/examples/facets/tests/Untitled1.ipynb
new file mode 100644
index 00000000..607a8e1a
--- /dev/null
+++ b/examples/facets/tests/Untitled1.ipynb
@@ -0,0 +1,185 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "aa06e9f0-ff5d-48af-ac35-d8b290922efb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import cdiutils\n",
+ "import os\n",
+ "from xrayutilities import en2lam\n",
+ "from parameters import get_parameters_from_notebook_variables"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "928f41a7-9674-48a9-9bf2-cc8093a83f7a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "metadata = {\n",
+ " \"beamline_setup\": \"ID01SPEC\", # Required\n",
+ " \"scan\": 183, # Required\n",
+ " \"sample_name\": \"Pt\", # Required for ID01BLISS, P10 and SIXS2022 setups\n",
+ " \"experiment_file_path\": \"/data/id01/inhouse/data/IHR/ihhc3567/id01/ss_id01/ALIGN_2020_11_24_084524/spec/ALIGN_2020_11_24_084524.spec\", # Required for ID01SPEC, ID01BLISS setups\n",
+ " \"experiment_data_dir_path\": \"\", # Required for P10 and SIXS2022 setups\n",
+ " \"detector_data_path\": \"/data/id01/inhouse/data/IHR/ihhc3567/id01/ss_id01/ALIGN_2020_11_24_084524/detector/\", # Required for ID01SPEC setup\n",
+ " \"edf_file_template\": \"data_mpx4_%05d.edf.gz\", # Required for ID01SPEC setup\n",
+ " \"detector_name\": \"mpx4inr\", # Required\n",
+ " \"flatfield_path\": None,\n",
+ " \"alien_mask\": None,\n",
+ " \"dump_dir\": \"\",\n",
+ " \"reconstruction_file\": \"mode.h5\"\n",
+ "}\n",
+ "\n",
+ "\n",
+ "# Required, you choose, either you specify it in the metadata, or you\n",
+ "# want the dump_dir to be dependent on the 'sample_name' and 'scan' or\n",
+ "# other things.\n",
+ "metadata[\"dump_dir\"] = (\n",
+ " os.getcwd() + f'/results/{metadata[\"sample_name\"]}/S{metadata[\"scan\"]}/'\n",
+ ")\n",
+ "\n",
+ "preprocessing_output_shape = [90, 150, 150] # Required, 2 or 3 values. If 2, will take the whole RC \n",
+ "energy = 12996 # Required, in eV\n",
+ "hkl = [0, 0, 2] # Required\n",
+ "\n",
+ "# Required, must be a list of \"com\", \"max\" or tuple of int that corresponds\n",
+ "# to the position you want to crop the data at. It can be 2D ! And you can\n",
+ "# mix it with binning_along_axis0. \n",
+ "det_reference_voxel_method = [\"com\", \"max\", \"max\"]\n",
+ "binning_along_axis0 = None # Whether or not you want to bin in the RC direction\n",
+ "light_loading = False # Load only the roi defined by the det_reference_voxel and preprocessing_output_shape\n",
+ "binning_factors = (1, 1, 1) # Binning in the 3 directions, mind that \n",
+ "# preprocessing_output_shape and det_reference_voxel_method should be provided\n",
+ "# accordingly.\n",
+ "\n",
+ "# Required\n",
+ "det_calib_parameters = {\n",
+ " \"cch1\": 417.07983599290066,\n",
+ " \"cch2\": 29.598791889093572,\n",
+ " \"detrot\": -1.2384615384615385,\n",
+ " \"distance\": 0.8675438689835612,\n",
+ " \"outerangle_offset\": 0.0,\n",
+ " \"pwidth1\": 5.5e-05,\n",
+ " \"pwidth2\": 5.5e-05,\n",
+ " \"tilt\": 2.204308447695206,\n",
+ " \"tiltazimuth\": 240.6674276261259\n",
+ "}\n",
+ "\n",
+ "voxel_size = None\n",
+ "apodize = True\n",
+ "flip = False\n",
+ "isosurface = None\n",
+ "\n",
+ "# Display parameters\n",
+ "usetex = True # might not work if running the notebook directly on nice or slurm\n",
+ "show = True\n",
+ "verbose = True\n",
+ "debug = False\n",
+ "\n",
+ "# PyNX parameters\n",
+ "\n",
+ "# You can leave as it is\n",
+ "data = (\n",
+ " metadata[\"dump_dir\"]\n",
+ " + \"/pynx_phasing/\"\n",
+ " + f\"S{metadata['scan']}_pynx_input_data.npz\"\n",
+ ")\n",
+ "\n",
+ "mask = (\n",
+ " metadata[\"dump_dir\"]\n",
+ " + \"/pynx_phasing/\"\n",
+ " + f\"S{metadata['scan']}_pynx_input_mask.npz\"\n",
+ ")\n",
+ "\n",
+ "data2cxi = True\n",
+ "\n",
+ "# support_size is the radius or half-size for the initial support. \n",
+ "# Either one value (will be attributed to all dimensions), or one value \n",
+ "# for each dimension. To be used in combination with support (which must \n",
+ "# be different to \"auto\"). If support is \"auto\", leave support_size to\n",
+ "# None.\n",
+ "support = \"auto\"\n",
+ "support_size = None \n",
+ "\n",
+ "support_threshold = \"0.30, 0.40\"\n",
+ "support_threshold_method = \"rms\"\n",
+ "support_only_shrink = False\n",
+ "support_update_period = 20\n",
+ "support_smooth_width_begin = 2\n",
+ "support_smooth_width_end = 1\n",
+ "support_post_expand = \"1,-2,1\"\n",
+ "psf = \"pseudo-voigt,0.5,0.1,10\"\n",
+ "\n",
+ "nb_raar = 1000\n",
+ "nb_hio = 150\n",
+ "nb_er = 150\n",
+ "nb_ml = 10\n",
+ "nb_run = 15\n",
+ "nb_run_keep = 10\n",
+ "\n",
+ "zero_mask = False\n",
+ "crop_output = 0\n",
+ "positivity = False\n",
+ "beta = 0.9\n",
+ "detwin = False\n",
+ "\n",
+ "rebin = \"1,1,1\"\n",
+ "detector_distance = det_calib_parameters[\"distance\"]\n",
+ "pixel_size_detector = 55e-6\n",
+ "wavelength = float(en2lam(energy) * 1e-10) # wavelength in meter\n",
+ "\n",
+ "verbose = 100\n",
+ "output_format = \"cxi\"\n",
+ "live_plot = False\n",
+ "save_plot = True\n",
+ "mpi = \"run\"\n",
+ "\n",
+ "\n",
+ "# Load the parameters and parse them into the BcdiPipeline class instance \n",
+ "parameters = get_parameters_from_notebook_variables(dir(), globals())\n",
+ "bcdi_pipeline = cdiutils.BcdiPipeline(params=parameters)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "592cdeec-2b65-4152-8226-983244940bd1",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "clement",
+ "language": "python",
+ "name": "clement"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.12.9"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/tests/facets_bis.py b/examples/facets/tests/facets_bis.py
new file mode 100644
index 00000000..77a7757a
--- /dev/null
+++ b/examples/facets/tests/facets_bis.py
@@ -0,0 +1,465 @@
+#!/usr/bin/env python
+
+import matplotlib.pyplot as plt
+import numpy as np
+from scipy.spatial.transform import Rotation
+from scipy.fft import fftn, ifftshift, fftshift, ifftn
+import io
+import logging
+
+# ---- cdi plots on remote --
+import cdiutils
+import cdiutils.plot.slice as slice_module # Import the specific submodule
+import functools
+import matplotlib.pyplot as plt
+import io
+
+# --- Step 1: Store a reference to the original function ---
+original_plot_volume_slices = slice_module.plot_volume_slices
+
+# --- Step 2: Create a patched wrapper function ---
+@functools.wraps(original_plot_volume_slices)
+def patched_plot_volume_slices(*args, **kwargs):
+ """
+ A wrapper for plot_volume_slices that captures the figure object
+ and prevents it from being closed when show=False.
+ """
+ # Force show=False so the function returns the figure object
+ # instead of blocking with plt.show().
+ kwargs['show'] = False
+
+ # Temporarily replace plt.close with a function that does nothing.
+ # This is the "monkey-patch" that prevents the figure from closing.
+ original_close = plt.close
+
+ def do_nothing_close(fig):
+ # This function will be called by cdiutils, but it won't
+ # actually close the figure we want to keep.
+ # print(f"Monkey-patch: Intercepted and prevented close for figure {fig.number}")
+ pass
+
+ plt.close = do_nothing_close
+
+ # Call the original function. It will now run, but its call
+ # to plt.close() will be intercepted by our do_nothing_close function.
+ fig, axes = original_plot_volume_slices(*args, **kwargs)
+
+ # IMPORTANT: Restore the original plt.close function immediately
+ # so we don't break other parts of matplotlib.
+ plt.close = original_close
+
+ # The figure is now left open, and we return it as the original did.
+ return fig, axes
+
+# --- Step 3: Apply the patch ---
+# Replace the function in the cdiutils module with our patched version.
+slice_module.plot_volume_slices = patched_plot_volume_slices
+
+# You can also patch it on the higher-level namespace if you imported it there
+cdiutils.plot.plot_volume_slices = patched_plot_volume_slices
+
+print("Monkey-patched cdiutils.plot.plot_volume_slices to prevent auto-closing.")
+# -- end -- #
+
+#from pynx.scattering.fhkl import Fhkl_thread
+import functools
+import pyopencl as cl
+from pynx.scattering import fhkl as fhkl_module # Get a handle to the module
+from pynx.scattering.fhkl import Fhkl_thread as original_Fhkl_thread
+
+# -- Step 1: Helper function to find the best GPU --
+def find_best_gpu():
+ """Finds the first available OpenCL GPU and returns its platform and device names."""
+ for platform in cl.get_platforms():
+ # Avoid the CPU-based Intel OpenCL platform if possible
+ if 'intel' in platform.name.lower():
+ continue
+ try:
+ gpu_devices = platform.get_devices(device_type=cl.device_type.GPU)
+ if gpu_devices:
+ # Found a platform with a GPU, return its info
+ return platform.name, gpu_devices[0].name
+ except cl.Error:
+ continue
+ raise RuntimeError("Monkey-patch could not find a suitable OpenCL GPU.")
+
+# -- Step 2: Create the wrapper function --
+# Use a simple class to store the discovered names so we only search once.
+class GpuInfo:
+ platform_name = None
+ gpu_name = None
+
+@functools.wraps(original_Fhkl_thread)
+def patched_Fhkl_thread(*args, **kwargs):
+ """
+ Wrapper for Fhkl_thread that automatically discovers and sets
+ the best cl_platform and gpu_name if they are not provided.
+ """
+ # Discover GPU info only on the first call
+ if GpuInfo.platform_name is None:
+ print("Monkey-patch: Discovering best GPU for Fhkl_thread...")
+ GpuInfo.platform_name, GpuInfo.gpu_name = find_best_gpu()
+ print(f"Monkey-patch: Defaulting to '{GpuInfo.gpu_name}' on platform '{GpuInfo.platform_name}'")
+
+ # Set our defaults, but allow the user to override them
+ kwargs.setdefault('language', 'OpenCL')
+ kwargs.setdefault('cl_platform', GpuInfo.platform_name)
+ kwargs.setdefault('gpu_name', GpuInfo.gpu_name)
+ logging.info(GpuInfo.platform_name)
+ logging.info(GpuInfo.gpu_name)
+
+ # Call the original function with the (potentially modified) arguments
+ return original_Fhkl_thread(*args, **kwargs)
+
+# -- Step 3: Apply the patch --
+fhkl_module.Fhkl_thread = patched_Fhkl_thread
+Fhkl_thread = patched_Fhkl_thread
+print("PyNX Fhkl_thread has been monkey-patched for automatic GPU selection.")
+
+import cdiutils
+from ewokscore import Task
+
+# --- Setup and Helpers from Notebook & experiment.py ---
+
+logging.basicConfig(
+ level=logging.INFO,
+ format='%(asctime)s - %(levelname)s - %(message)s',
+)
+
+cdiutils.update_plot_params()
+
+def capture_figures_to_bytes():
+ """
+ Captures all open matplotlib figures, converts them to PNG bytes,
+ and closes them.
+ Returns:
+ list: A list of PNG byte strings.
+ """
+ figures_as_bytes = []
+ fig_nums = plt.get_fignums()
+ if fig_nums:
+ logging.info(f"Capturing {len(fig_nums)} figure(s) as output data.")
+ for num in fig_nums:
+ fig = plt.figure(num)
+ buf = io.BytesIO()
+ fig.savefig(buf, format='png', bbox_inches='tight')
+ buf.seek(0)
+ figures_as_bytes.append(buf.getvalue())
+ plt.close(fig)
+ return figures_as_bytes
+
+def read_lammps_positions(
+ file_path: str,
+ separate_atoms: bool = False,
+ centre: bool = True
+) -> np.ndarray | dict:
+ """
+ Reads atom positions from a LAMMPS .xyz or .lmp (dump) file.
+
+ Args:
+ file_path (str): path to the input file.
+ separate_atoms (bool, optional): if True, separates positions by
+ atom type. If False, returns all positions in one array.
+ Defaults to False.
+
+ Returns:
+ dict or np.ndarray:
+ - If separate_atoms=True, returns a dictionary {atom_type:
+ positions_array}.
+ - If separate_atoms=False, returns a single array of all
+ positions.
+
+ Raises:
+ ValueError: if the file type cannot be detected or the file
+ cannot be parsed.
+ """
+ positions = []
+ atom_types = []
+
+ with open(file_path, 'r') as file:
+ if file_path.endswith("xyz"):
+ file.readline()
+ file.readline()
+ for line in file:
+ split_line = line.strip().split()
+ atom_type = split_line[0]
+ position = list(map(float, split_line[1:4]))
+ atom_types.append(atom_type)
+ positions.append(position)
+ elif file_path.endswith("lmp"):
+ raise ValueError(
+ "Reading LAMMPS dump files is not implemented yet. "
+ "Please convert to .xyz format."
+ )
+
+ positions = np.array(positions)
+ if centre:
+ positions -= np.mean(positions, axis=0, keepdims=True)
+
+ if separate_atoms:
+ separated_positions = {atom_type: [] for atom_type in atom_types}
+ for atom_type, position in zip(atom_types, positions):
+ separated_positions[atom_type].append(position)
+ for atom_type in separated_positions:
+ separated_positions[atom_type] = np.array(
+ separated_positions[atom_type]
+ ).T
+ return dict(separated_positions)
+ else:
+ return positions.T
+
+def find_bragg_peak_centre(
+ diffraction_pattern: np.ndarray,
+ q_grid: tuple,
+ search_radius: float = 0.1
+) -> tuple:
+ """
+ Find the center of mass of the Bragg peak in reciprocal space.
+ """
+ total_intensity = np.sum(diffraction_pattern)
+ q_com = []
+ for q in q_grid:
+ q_com.append(np.sum((diffraction_pattern * q)) / total_intensity)
+ return tuple(q_com)
+
+def refine_q_grid(
+ positions: tuple,
+ hkl: np.ndarray,
+ lattice_parameter_guess: float,
+ q_size: tuple = (200, 200, 200),
+ step_nb: int = 400,
+ max_iterations: int = 5,
+ convert_to_angstrom: bool = True
+):
+ """
+ Iteratively refine the q-grid to center the Bragg peak.
+ """
+ unit = "m"
+ rcp_space_unit = "1/m"
+ if convert_to_angstrom:
+ lattice_parameter_guess *= 1e10
+ unit = "angstrom"
+ rcp_space_unit = "1/angstrom"
+
+ current_lattice = lattice_parameter_guess
+ current_center = hkl / current_lattice
+
+ for iteration in range(max_iterations):
+ logging.info(f"Refinement iteration {iteration + 1}")
+ logging.info(f"Current lattice parameter: {current_lattice:.10f}")
+ logging.info(f"Current center: {current_center}")
+
+ dq = np.array([1, 1, 1]) / step_nb
+ q_ranges = []
+ for i in range(3):
+ q_ranges.append(
+ current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i]
+ )
+ q_grid = np.meshgrid(*q_ranges, indexing="ij")
+
+ scattered_amp, dt = Fhkl_thread(
+ *q_grid, *positions, occ=None
+ #*q_grid, *positions, occ=None, gpu_name="NVIDIA A40", language=""
+ )
+ diffraction_pattern = np.abs(scattered_amp) ** 2
+ peak_center = find_bragg_peak_centre(diffraction_pattern, q_grid)
+ logging.info(f"Found peak center at: {peak_center}")
+
+ expected_center = [np.mean(q) for q in q_grid]
+ shift = [pc - ec for pc, ec in zip(peak_center, expected_center)]
+ logging.info(f"Shift from grid center: {shift} {rcp_space_unit}")
+ current_center = peak_center
+
+ q_magnitude = np.linalg.norm(peak_center)
+ theoretical_q = np.linalg.norm(hkl) / current_lattice
+ lattice_correction = theoretical_q / q_magnitude
+ current_lattice *= lattice_correction
+ current_center = [c / lattice_correction for c in current_center]
+
+ logging.info(f"Refined lattice parameter: {current_lattice:.4f} {unit}")
+ logging.info(f"Shift magnitude: {np.linalg.norm(shift):.6f} {rcp_space_unit}")
+
+ if np.linalg.norm(shift) < dq[0] * 0.1:
+ logging.info("Converged!")
+ break
+
+ return q_grid, scattered_amp, current_lattice
+
+# --- Ewoks Tasks ---
+
+class DisplayImages(Task, input_names=["image_data_list"], optional_input_names=[], output_names=[]):
+ """An Ewoks task specifically for displaying image data in Jupyter."""
+ def run(self):
+ from IPython.display import Image, display
+ image_data_list = self.inputs.image_data_list
+ if not image_data_list:
+ logging.warning("DisplayImages task received no images to display.")
+ return
+ logging.info(f"Displaying {len(image_data_list)} image(s) in Jupyter.")
+ for image_data in image_data_list:
+ if image_data:
+ display(Image(data=image_data))
+
+
+class ReadLammpsPositions(Task, input_names=["file_path", "centre"], output_names=["positions", "figures"]):
+ def run(self):
+ positions = read_lammps_positions(
+ self.inputs.file_path,
+ centre=self.inputs.centre
+ )
+
+ fig, ax = plt.subplots(1, 1, subplot_kw={"projection": "3d"}, layout="tight")
+ scatter_params = {
+ "s": 1.5, "antialiased": False, "depthshade": True, "alpha": 0.2,
+ "edgecolor": "k", "linewidth": 0.01, "c": "teal"
+ }
+ ax.scatter(*positions, **scatter_params)
+ ax.set_xlabel("$x$"); ax.set_ylabel("$y$"); ax.set_zlabel("$z$");
+ ax.set_xlim([-200, 200]); ax.set_ylim([-200, 200]); ax.set_zlim([-200, 200])
+
+ self.outputs.positions = positions
+ self.outputs.figures = capture_figures_to_bytes()
+
+
+class InitialScattering(Task,
+ input_names=["positions", "hkl", "lattice_parameter", "q_size", "step_nb"],
+ output_names=["scattered_amp", "q_grid", "dt", "figures"]):
+ def run(self):
+ hkl = self.inputs.hkl
+ positions = self.inputs.positions
+ lattice_parameter = self.inputs.lattice_parameter
+ q_size = self.inputs.q_size
+ step_nb = self.inputs.step_nb
+
+ original_vector = np.array(hkl) / np.linalg.norm(hkl)
+ target_vector = np.array([0, 1, 0], dtype=float)
+ target_vector /= np.linalg.norm(target_vector)
+ rotation_axis = np.cross(original_vector, target_vector)
+ rotation_axis /= np.linalg.norm(rotation_axis)
+ angle = np.arccos(np.dot(original_vector, target_vector))
+ rotation = Rotation.from_rotvec(angle * rotation_axis)
+ rotated_hkl = rotation.apply(np.column_stack(hkl)).T
+
+ dq = np.array([1, 1, 1]) / step_nb
+ q_ranges = []
+ for i in range(3):
+ q_ranges.append(
+ (rotated_hkl[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i]) / lattice_parameter
+ )
+ q_grid = np.meshgrid(*q_ranges, indexing="ij")
+
+ scattered_amp, dt = Fhkl_thread(
+ *q_grid, *positions, occ=None,# gpu_name="NVIDIA A40", language=""
+ )
+ logging.info("zzzzzzzzzzzzzzzzzzzzzzzzzzzz")
+ if np.isnan(scattered_amp).any():
+ logging.info(scattered_amp)
+ st
+ elif (scattered_amp == 0).any():
+ logging.info(scattered_amp)
+ st
+ diffraction_pattern = np.abs(scattered_amp)**2
+
+ fig, axes = cdiutils.plot.plot_volume_slices(
+ diffraction_pattern, norm="log", voxel_size=(dq[0], dq[1], dq[2]),
+ data_centre=[np.mean(q) for q in q_grid], convention="xu", show=False
+ )
+ cdiutils.plot.add_labels(axes, space="rcp", convention="xu")
+
+ self.outputs.scattered_amp = scattered_amp
+ self.outputs.q_grid = q_grid
+ self.outputs.dt = dt
+ self.outputs.figures = capture_figures_to_bytes()
+
+
+class RefineGrid(Task,
+ input_names=["positions", "hkl", "initial_lattice_guess", "q_size", "step_nb", "max_iterations"],
+ output_names=["refined_q_grid", "scattered_amp", "refined_lattice", "figures"]):
+ def run(self):
+ hkl = self.inputs.hkl
+ original_vector = np.array(hkl) / np.linalg.norm(hkl)
+ target_vector = np.array([0, 1, 0], dtype=float)
+ target_vector /= np.linalg.norm(target_vector)
+ rotation_axis = np.cross(original_vector, target_vector)
+ rotation_axis /= np.linalg.norm(rotation_axis)
+ angle = np.arccos(np.dot(original_vector, target_vector))
+ rotation = Rotation.from_rotvec(angle * rotation_axis)
+ rotated_hkl = rotation.apply(np.column_stack(hkl))
+ # extract rotated x, y, z arrays
+ rotated_hkl = rotated_hkl.T
+ rotated_hkl
+
+ refined_q_grid, scattered_amp, refined_lattice = refine_q_grid(
+ self.inputs.positions, rotated_hkl, self.inputs.initial_lattice_guess,
+ q_size=self.inputs.q_size, step_nb=self.inputs.step_nb,
+ max_iterations=self.inputs.max_iterations
+ )
+
+ dq = np.array([1, 1, 1]) / self.inputs.step_nb
+ logging.info(dq)
+ fig, axes = cdiutils.plot.plot_volume_slices(
+ np.abs(scattered_amp) ** 2, norm="log", voxel_size=(dq[0], dq[1], dq[2]),
+ data_centre=[np.mean(q) for q in refined_q_grid], convention="xu", show=False
+ )
+ cdiutils.plot.add_labels(axes, space="rcp", convention="xu")
+
+ self.outputs.refined_q_grid = refined_q_grid
+ self.outputs.scattered_amp = scattered_amp
+ self.outputs.refined_lattice = refined_lattice
+ self.outputs.figures = capture_figures_to_bytes()
+
+class PostProcessScattering(Task,
+ input_names=["scattered_amp", "refined_q_grid", "hkl"],
+ output_names=["struct_properties", "figures"]):
+ def run(self):
+ scattered_amp = self.inputs.scattered_amp
+ refined_q_grid = self.inputs.refined_q_grid
+ hkl = self.inputs.hkl
+
+ voxel_size = tuple(1e-1 / np.ptp(q) for q in refined_q_grid)
+ # TODO: issue?
+ #obj = fftshift(fftn(ifftshift(scattered_amp)))
+ obj = fftshift(fftn(ifftshift(scattered_amp)))
+ support = cdiutils.utils.make_support(np.abs(obj), isosurface=0.75)
+
+ plot_params = {
+ "support": support, "convention": "xu", "voxel_size": voxel_size,
+ "data_centre": (0, 0, 0), "show": True,
+ }
+ cdiutils.plot.plot_volume_slices(np.abs(obj), **plot_params)
+ fig, axes = cdiutils.plot.plot_volume_slices(
+ np.angle(obj), cmap="cet_CET_C9s_r", vmin=-np.pi, vmax=np.pi, **plot_params
+ )
+ cdiutils.plot.add_labels(axes, convention="xu")
+
+ q_com = find_bragg_peak_centre(np.abs(scattered_amp)**2, refined_q_grid)
+ obj = cdiutils.process.PostProcessor.apodize(obj)
+ struct_properties = cdiutils.process.PostProcessor.get_structural_properties(
+ obj, isosurface=0.65, g_vector=tuple(q * (2*np.pi) for q in q_com),
+ hkl=hkl, voxel_size=voxel_size, phase_factor=1
+ )
+
+ for k in ("amplitude", "phase", "het_strain","het_strain_from_dspacing", "lattice_parameter"):
+ # TODO
+ plot_params.update(cdiutils.plot.get_plot_configs(k))
+ #plot_params["vmin"], plot_params["vmax"] = None, None
+ if "strain" in k:
+ plot_params["cmap"] = "cet_CET_D13"
+ cdiutils.plot.plot_volume_slices(struct_properties[k], **plot_params)
+
+ cdiutils.pipeline.PipelinePlotter.summary_plot(
+ title="Reconstruction Summary", # 1. Add the missing title
+ support=struct_properties["support"], # 2. Explicitly name the support
+ voxel_size=voxel_size,
+ table_info=None,
+ **{k: struct_properties[k] for k in (
+ "amplitude",
+ "phase",
+ "displacement",
+ "het_strain",
+ "lattice_parameter"
+ ) if k in struct_properties}
+ )
+
+ self.outputs.struct_properties = struct_properties
+ self.outputs.figures = capture_figures_to_bytes()
diff --git a/examples/facets/tests/my_test.py b/examples/facets/tests/my_test.py
new file mode 100644
index 00000000..5c4c1d1e
--- /dev/null
+++ b/examples/facets/tests/my_test.py
@@ -0,0 +1,6 @@
+import socket
+from ewokscore import Task
+
+class GetHostname(Task, output_names=["hostname"]):
+ def run(self):
+ self.outputs.hostname = socket.gethostname()
\ No newline at end of file
diff --git a/examples/facets/tests/parameters.py b/examples/facets/tests/parameters.py
new file mode 100644
index 00000000..0973f8b1
--- /dev/null
+++ b/examples/facets/tests/parameters.py
@@ -0,0 +1,182 @@
+import warnings
+
+import numpy as np
+
+AUTHORIZED_KEYS = {
+ "cdiutils": {
+ "metadata": "REQUIRED",
+ "preprocessing_output_shape": "REQUIRED",
+ "energy": "REQUIRED",
+ "hkl": "REQUIRED",
+ "det_reference_voxel_method": "REQUIRED",
+ "light_loading": False,
+ "det_reference_voxel": None,
+ "binning_along_axis0": None,
+ "q_lab_reference": None,
+ "q_lab_max": None,
+ "q_lab_com": None,
+ "dspacing_reference": None,
+ "dspacing_max": None,
+ "dspacing_com": None,
+ "lattice_parameter_reference": None,
+ "lattice_parameter_max": None,
+ "lattice_parameter_com": None,
+ "det_calib_parameters": "REQUIRED",
+ "voxel_size": None,
+ "apodize": "blackman",
+ "flip": False,
+ "isosurface": None,
+ "usetex": False, # deprecrated
+ "show": False,
+ "verbose": True,
+ "debug": True,
+ "binning_factors": (1, 1, 1),
+ "handle_defects": False,
+ "orthogonalize_before_phasing": False,
+ "orientation_convention": "cxi",
+ "method_det_support": None,
+ "raw_process": True,
+ "support_path": None,
+ "remove_edges": True,
+ "nb_facets": None,
+ "order_of_derivative": None,
+ "derivative_threshold": None,
+ "amplitude_threshold": None,
+ "top_facet_reference_index": [1, 1, 1],
+ "authorized_index": 1,
+ "nb_nghbs_min": 0,
+ "index_to_display": None,
+ "display_f_e_c": 'facet',
+ "size": 10
+ },
+ "pynx": {
+ "data": None,
+ "mask": None,
+ "data2cxi": True,
+ "auto_center_resize": False,
+ "support": "auto",
+ "support_size": None,
+ "support_threshold": "0.15, 0.40",
+ "support_threshold_method": "rms",
+ "support_only_shrink": False,
+ "support_update_period": 20,
+ "support_smooth_width_begin": 2,
+ "support_smooth_width_end": 1,
+ "support_post_expand": None, # (-1, 1)
+ "psf": "pseudo-voigt,0.5,0.1,10",
+ "nb_raar": 500,
+ "nb_hio": 300,
+ "nb_er": 200,
+ "nb_ml": 0,
+ "nb_run": 20,
+ "nb_run_keep": 5,
+ "zero_mask": False,
+ "crop_output": 0,
+ "positivity": False,
+ "beta": 0.9,
+ "detwin": False,
+ "rebin": "1, 1, 1",
+ "detector_distance": "REQUIRED",
+ "pixel_size_detector": "REQUIRED",
+ "wavelength": "REQUIRED",
+ "verbose": 100,
+ "output_format": "cxi",
+ "live_plot": False,
+ "save_plot": True,
+ "mpi": "run"
+ }
+}
+
+
+def convert_np_arrays(dictionary) -> None:
+ """
+ Recursively converts np.ndarray values in a dictionary to tuple or
+ a single value.
+
+ Args:
+ dictionary (Dict[str, Any]): The dictionary to be processed.
+
+ Returns:
+ None: This function modifies the dictionary in-place.
+
+ """
+ for key, value in dictionary.items():
+ if isinstance(value, np.ndarray):
+ if value.size == 1:
+ dictionary[key] = value[0]
+ else:
+ if value.dtype == int:
+ dictionary[key] = tuple(value.astype(int))
+
+ elif isinstance(value, list):
+ for i, v in enumerate(value):
+ if isinstance(v, int):
+ dictionary[key][i] = int(v)
+
+ elif isinstance(value, (tuple, list)):
+ if isinstance(value[0], (int, int, np.int64, np.int32)):
+ dictionary[key] = tuple(int(v) for v in value)
+
+ elif isinstance(value, dict):
+ convert_np_arrays(value)
+
+
+def check_parameters(parameters: dict) -> None:
+ """
+ Check parameters given by user, handle when parameters are
+ required or not provided.
+ """
+ for e in ["cdiutils", "pynx"]:
+ for name, value in AUTHORIZED_KEYS[e].items():
+ if name not in parameters[e].keys() or parameters[e][name] is None:
+ if value == "REQUIRED":
+ raise ValueError(f"Arguement '{name}' is required")
+ parameters[e].update({name: value})
+ for name in parameters[e].keys():
+ if not isparameter(name):
+ warnings.warn(
+ f"Parameter '{name}' is unknown, will not be used")
+ for name in parameters.keys():
+ if not isparameter(name):
+ warnings.warn(
+ f"Parameter '{name}' is unknown, will not be used."
+ )
+
+ if (
+ float(parameters["cdiutils"]["det_calib_parameters"]["pwidth1"])
+ !=
+ float(parameters["pynx"]["pixel_size_detector"])
+ ):
+ raise ValueError(
+ "pixel size in det_calib_parameters and pynx should be identical."
+ )
+ # if (parameters["cdiutils"]["energy"] != parameters["pynx"][])
+
+
+def isparameter(string: str):
+ """Return whether or not the given string is in AUTHORIZED_KEYS."""
+ return (
+ string in list(AUTHORIZED_KEYS["cdiutils"].keys())
+ + list(AUTHORIZED_KEYS["pynx"].keys())
+ + ["cdiutils", "pynx"]
+ )
+
+def get_parameters_from_notebook_variables(
+ dir_list: list,
+ globals_dict: dict
+) -> dict:
+ """
+ Return a dictionary of parameters whose keys are authorized by the
+ AUTHORIZED_KEYS list.
+ """
+ parameters = {
+ "cdiutils": {},
+ "pynx": {}
+ }
+ for e in dir_list:
+ if e in AUTHORIZED_KEYS["cdiutils"]:
+ parameters["cdiutils"][e] = globals_dict[e]
+ elif e in AUTHORIZED_KEYS["pynx"]:
+ parameters["pynx"][e] = globals_dict[e]
+
+ return parameters
diff --git a/examples/facets/tests/peak_test.ipynb b/examples/facets/tests/peak_test.ipynb
new file mode 100644
index 00000000..bff1d8d8
--- /dev/null
+++ b/examples/facets/tests/peak_test.ipynb
@@ -0,0 +1,910 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "7edbaf4c-13f1-4167-80c0-2ab7851d1b52",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import functools\n",
+ "import pyopencl as cl\n",
+ "from pynx.scattering import fhkl as fhkl_module # Get a handle to the module\n",
+ "from pynx.scattering.fhkl import Fhkl_thread as original_Fhkl_thread\n",
+ "\n",
+ "# -- Step 1: Helper function to find the best GPU --\n",
+ "def find_best_gpu():\n",
+ " \"\"\"Finds the first available OpenCL GPU and returns its platform and device names.\"\"\"\n",
+ " for platform in cl.get_platforms():\n",
+ " # Avoid the CPU-based Intel OpenCL platform if possible\n",
+ " if 'intel' in platform.name.lower():\n",
+ " continue\n",
+ " try:\n",
+ " gpu_devices = platform.get_devices(device_type=cl.device_type.GPU)\n",
+ " if gpu_devices:\n",
+ " # Found a platform with a GPU, return its info\n",
+ " return platform.name, gpu_devices[0].name\n",
+ " except cl.Error:\n",
+ " continue\n",
+ " raise RuntimeError(\"Monkey-patch could not find a suitable OpenCL GPU.\")\n",
+ "\n",
+ "# -- Step 2: Create the wrapper function --\n",
+ "# Use a simple class to store the discovered names so we only search once.\n",
+ "class GpuInfo:\n",
+ " platform_name = None\n",
+ " gpu_name = None\n",
+ "\n",
+ "@functools.wraps(original_Fhkl_thread)\n",
+ "def patched_Fhkl_thread(*args, **kwargs):\n",
+ " \"\"\"\n",
+ " Wrapper for Fhkl_thread that automatically discovers and sets\n",
+ " the best cl_platform and gpu_name if they are not provided.\n",
+ " \"\"\"\n",
+ " # Discover GPU info only on the first call\n",
+ " if GpuInfo.platform_name is None:\n",
+ " print(\"Monkey-patch: Discovering best GPU for Fhkl_thread...\")\n",
+ " GpuInfo.platform_name, GpuInfo.gpu_name = find_best_gpu()\n",
+ " print(f\"Monkey-patch: Defaulting to '{GpuInfo.gpu_name}' on platform '{GpuInfo.platform_name}'\")\n",
+ "\n",
+ " # Set our defaults, but allow the user to override them\n",
+ " kwargs.setdefault('language', 'OpenCL')\n",
+ " kwargs.setdefault('cl_platform', GpuInfo.platform_name)\n",
+ " kwargs.setdefault('gpu_name', GpuInfo.gpu_name)\n",
+ " \n",
+ " # Call the original function with the (potentially modified) arguments\n",
+ " return original_Fhkl_thread(*args, **kwargs)\n",
+ "\n",
+ "# -- Step 3: Apply the patch --\n",
+ "fhkl_module.Fhkl_thread = patched_Fhkl_thread"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "d5103bcc-0c56-4818-9c15-5bcdce5a23c2",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Applying comprehensive monkey patch to pynx.scattering.fhkl...\n",
+ "✅ OpenCL backend patched.\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "import pynx.scattering.fhkl\n",
+ "import time\n",
+ "\n",
+ "# Safely import the required GPU libraries\n",
+ "try:\n",
+ " import pycuda.driver as drv\n",
+ " import pycuda.compiler as compiler\n",
+ "except ImportError:\n",
+ " drv, compiler = None, None\n",
+ "\n",
+ "try:\n",
+ " import pyopencl as cl\n",
+ "except ImportError:\n",
+ " cl = None\n",
+ "\n",
+ "print(\"Applying comprehensive monkey patch to pynx.scattering.fhkl...\")\n",
+ "\n",
+ "# ==============================================================================\n",
+ "# ===== 1. DEFINE THE PATCH FOR THE OpenCLThread_Fhkl.run METHOD =============\n",
+ "# ==============================================================================\n",
+ "def patched_opencl_run(self):\n",
+ " # This is a patched version of the original OpenCL run method.\n",
+ " try_ctx = 5\n",
+ " while try_ctx > 0:\n",
+ " try:\n",
+ " ctx = cl.Context([self.dev])\n",
+ " try_ctx = 0\n",
+ " except Exception as e:\n",
+ " try_ctx -= 1\n",
+ " print(f\"Retrying OpenCL context init... {e}\")\n",
+ " time.sleep(0.1 * (5 - try_ctx))\n",
+ " queue = cl.CommandQueue(ctx)\n",
+ " mf = cl.mem_flags\n",
+ " \n",
+ " # === START OF THE FIX ===\n",
+ " # Initialize program and kernel variables to None\n",
+ " CL_program = None\n",
+ " Fhkl_kernel = None\n",
+ " # === END OF THE FIX ===\n",
+ " \n",
+ " self.block_size = 256\n",
+ " if self.dev.max_work_group_size < self.block_size:\n",
+ " self.block_size = self.dev.max_work_group_size\n",
+ " \n",
+ " kernel_params = {\"block_size\": self.block_size}\n",
+ " options = \"-cl-mad-enable -cl-fast-relaxed-math\"\n",
+ " self.context_init = True\n",
+ "\n",
+ " while True:\n",
+ " self.eventStart.wait()\n",
+ " if self.join_flag: break\n",
+ " t0 = time.time()\n",
+ " natoms = self.x.size\n",
+ " nhkl = self.h.size\n",
+ " self.fhkl_real = np.zeros_like(self.h)\n",
+ " self.fhkl_imag = np.zeros_like(self.h)\n",
+ "\n",
+ " step_atoms = (128 * 1024 * 1024) // (3 * self.x.itemsize)\n",
+ " step_atoms = (step_atoms // self.block_size) * self.block_size\n",
+ " if step_atoms <= 0:\n",
+ " step_atoms = self.block_size\n",
+ " steps_nbatoms = list(range(0, natoms, step_atoms))\n",
+ " \n",
+ " if len(steps_nbatoms) == 0 or steps_nbatoms[-1] != natoms:\n",
+ " steps_nbatoms.append(natoms)\n",
+ " \n",
+ " steps_nhkl = list(range(0, nhkl, 65535 * self.block_size))\n",
+ " if len(steps_nhkl) == 0 or steps_nhkl[-1] != nhkl:\n",
+ " steps_nhkl.append(nhkl)\n",
+ "\n",
+ " for j in range(1, len(steps_nhkl)):\n",
+ " h_chunk, k_chunk, l_chunk = self.h[steps_nhkl[j-1]:steps_nhkl[j]], self.k[steps_nhkl[j-1]:steps_nhkl[j]], self.l[steps_nhkl[j-1]:steps_nhkl[j]]\n",
+ " fhkl_real_ = cl.Buffer(ctx, mf.READ_WRITE | mf.COPY_HOST_PTR, hostbuf=np.zeros_like(h_chunk, dtype=np.float32))\n",
+ " fhkl_imag_ = cl.Buffer(ctx, mf.READ_WRITE | mf.COPY_HOST_PTR, hostbuf=np.zeros_like(h_chunk, dtype=np.float32))\n",
+ " h_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=h_chunk.astype(np.float32))\n",
+ " k_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=k_chunk.astype(np.float32))\n",
+ " l_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=l_chunk.astype(np.float32))\n",
+ " \n",
+ " for i in range(1, len(steps_nbatoms)):\n",
+ " tmpx, tmpy, tmpz = self.x[steps_nbatoms[i-1]:steps_nbatoms[i]], self.y[steps_nbatoms[i-1]:steps_nbatoms[i]], self.z[steps_nbatoms[i-1]:steps_nbatoms[i]]\n",
+ " x_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=tmpx.astype(np.float32))\n",
+ " y_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=tmpy.astype(np.float32))\n",
+ " z_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=tmpz.astype(np.float32))\n",
+ " if self.occ is None and self.vkzi is None:\n",
+ " # === START OF THE FIX ===\n",
+ " if CL_program is None: \n",
+ " CL_program = cl.Program(ctx, pynx.scattering.fhkl.CL_FHKL_CODE % kernel_params).build(options=options)\n",
+ " # Retrieve the kernel object once and store it\n",
+ " Fhkl_kernel = CL_program.Fhkl\n",
+ " # Use the stored kernel object in the loop\n",
+ " Fhkl_kernel(queue, (h_chunk.size, 1), (self.block_size, 1), fhkl_real_, fhkl_imag_, x_, y_, z_, np.int64(tmpx.size), h_, k_, l_).wait()\n",
+ " # === END OF THE FIX ===\n",
+ " else: raise NotImplementedError(\"Patched Fhkl only supports the simple case.\")\n",
+ " \n",
+ " cl.enqueue_copy(queue, self.fhkl_real[steps_nhkl[j-1]:steps_nhkl[j]], fhkl_real_).wait()\n",
+ " cl.enqueue_copy(queue, self.fhkl_imag[steps_nhkl[j-1]:steps_nhkl[j]], fhkl_imag_).wait()\n",
+ " \n",
+ " self.dt = time.time() - t0\n",
+ " self.eventStart.clear()\n",
+ " self.eventFinished.set()\n",
+ "\n",
+ "# The CUDA patch from before remains the same\n",
+ "def patched_cuda_run(self):\n",
+ " dev = drv.Device(self.devID)\n",
+ " ctx = dev.make_context()\n",
+ " CUDA_fhkl = None\n",
+ " self.block_size = 256\n",
+ " self.context_init = True\n",
+ " while True:\n",
+ " self.eventStart.wait()\n",
+ " if self.join_flag: break\n",
+ " t0 = time.time()\n",
+ " natoms = self.x.size\n",
+ " nhkl = self.h.size\n",
+ " self.fhkl_real = np.zeros_like(self.h, dtype=np.float32)\n",
+ " self.fhkl_imag = np.zeros_like(self.h, dtype=np.float32)\n",
+ " step_atoms = (128 * 1024 * 1024) // (3 * self.x.itemsize)\n",
+ " step_atoms = (step_atoms // self.block_size) * self.block_size\n",
+ " if step_atoms <= 0:\n",
+ " step_atoms = self.block_size\n",
+ " steps_nbatoms = list(range(0, natoms, step_atoms))\n",
+ " if len(steps_nbatoms) == 0 or steps_nbatoms[-1] != natoms:\n",
+ " steps_nbatoms.append(natoms)\n",
+ " steps_nhkl = list(range(0, nhkl, (2**31 - 1) * self.block_size))\n",
+ " if len(steps_nhkl) == 0 or steps_nhkl[-1] != nhkl:\n",
+ " steps_nhkl.append(nhkl)\n",
+ " for j in range(1, len(steps_nhkl)):\n",
+ " h_chunk, k_chunk, l_chunk = self.h[steps_nhkl[j - 1]:steps_nhkl[j]], self.k[steps_nhkl[j - 1]:steps_nhkl[j]], self.l[steps_nhkl[j - 1]:steps_nhkl[j]]\n",
+ " fhkl_real_chunk = self.fhkl_real[steps_nhkl[j-1]:steps_nhkl[j]]\n",
+ " fhkl_imag_chunk = self.fhkl_imag[steps_nhkl[j-1]:steps_nhkl[j]]\n",
+ " for i in range(1, len(steps_nbatoms)):\n",
+ " tmpx, tmpy, tmpz = self.x[steps_nbatoms[i - 1]:steps_nbatoms[i]], self.y[steps_nbatoms[i - 1]:steps_nbatoms[i]], self.z[steps_nbatoms[i - 1]:steps_nbatoms[i]]\n",
+ " if self.occ is None and self.vkzi is None:\n",
+ " if CUDA_fhkl is None:\n",
+ " mod_fhkl = compiler.SourceModule(pynx.scattering.fhkl.mod_fhkl_str % (self.block_size), options=[\"-use_fast_math\"])\n",
+ " CUDA_fhkl = mod_fhkl.get_function(\"CUDA_fhkl\")\n",
+ " CUDA_fhkl(drv.InOut(fhkl_real_chunk), drv.InOut(fhkl_imag_chunk),\n",
+ " drv.In(tmpx.astype(np.float32)), drv.In(tmpy.astype(np.float32)), drv.In(tmpz.astype(np.float32)),\n",
+ " np.int64(tmpx.size),\n",
+ " drv.In(h_chunk.astype(np.float32)), drv.In(k_chunk.astype(np.float32)), drv.In(l_chunk.astype(np.float32)),\n",
+ " block=(self.block_size, 1, 1), grid=((h_chunk.size) // self.block_size, 1))\n",
+ " else: raise NotImplementedError(\"Patched Fhkl only supports the simple case.\")\n",
+ " self.dt = time.time() - t0\n",
+ " self.eventStart.clear()\n",
+ " self.eventFinished.set()\n",
+ " ctx.pop()\n",
+ "\n",
+ "# ==============================================================================\n",
+ "# ===== 3. APPLY THE PATCHES ===================================================\n",
+ "# ==============================================================================\n",
+ "if cl is not None:\n",
+ " pynx.scattering.fhkl.OpenCLThread_Fhkl.run = patched_opencl_run\n",
+ " print(\"✅ OpenCL backend patched.\")\n",
+ "if drv is not None and compiler is not None:\n",
+ " pynx.scattering.fhkl.CUDAThread_Fhkl.run = patched_cuda_run\n",
+ " print(\"✅ CUDA backend patched.\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "2a3b235d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "from scipy.spatial.transform import Rotation\n",
+ "from scipy.fft import fftn, ifftshift, fftshift\n",
+ "\n",
+ "from pynx.scattering.fhkl import Fhkl_thread\n",
+ "\n",
+ "import cdiutils\n",
+ "cdiutils.update_plot_params()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "81a0507f",
+ "metadata": {},
+ "source": [
+ "#### We need to add all the functions related to simulations in `cdiutils.simulations` submodule"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "84af0cd0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def read_lammps_positions(\n",
+ " file_path: str,\n",
+ " separate_atoms: bool = False,\n",
+ " centre: bool =True\n",
+ ") -> np.ndarray | dict:\n",
+ " \"\"\"\n",
+ " Reads atom positions from a LAMMPS .xyz or .lmp (dump) file.\n",
+ "\n",
+ " Args:\n",
+ " file_path (str): path to the input file.\n",
+ " separate_atoms (bool, optional): if True, separates positions by\n",
+ " atom type. If False, returns all positions in one array.\n",
+ " Defaults to False.\n",
+ "\n",
+ " Returns:\n",
+ " dict or np.ndarray:\n",
+ " - If separate_atoms=True, returns a dictionary {atom_type:\n",
+ " positions_array}.\n",
+ " - If separate_atoms=False, returns a single array of all\n",
+ " positions.\n",
+ "\n",
+ " Raises:\n",
+ " ValueError: if the file type cannot be detected or the file\n",
+ " cannot be parsed.\n",
+ " \"\"\"\n",
+ " # initialise storage for positions and atom types\n",
+ " positions = []\n",
+ " atom_types = []\n",
+ "\n",
+ " with open(file_path, 'r') as file:\n",
+ " if file_path.endswith(\"xyz\"):\n",
+ " # Parse .xyz file\n",
+ " file.readline() # nb of atoms\n",
+ " file.readline() # comment line\n",
+ " \n",
+ " # parse atom positions\n",
+ " for line in file:\n",
+ " split_line = line.strip().split()\n",
+ " atom_type = split_line[0] # Atom type is the first column\n",
+ " position = list(map(float, split_line[1:4])) # x, y, z pos\n",
+ " atom_types.append(atom_type)\n",
+ " positions.append(position)\n",
+ "\n",
+ " elif file_path.endswith(\"lmp\"):\n",
+ " pass\n",
+ "\n",
+ " # convert to arrays\n",
+ " positions = np.array(positions)\n",
+ "\n",
+ " # Atom should centred with respect to the centroid of ALL atoms\n",
+ " if centre:\n",
+ " positions -= np.mean(positions, axis=0, keepdims=True)\n",
+ "\n",
+ " if separate_atoms:\n",
+ " # group positions by atom type\n",
+ " separated_positions = {atom_type: [] for atom_type in atom_types}\n",
+ " for atom_type, position in zip(atom_types, positions):\n",
+ " separated_positions[atom_type].append(position)\n",
+ "\n",
+ " # convert lists to arrays\n",
+ " for atom_type in separated_positions:\n",
+ " separated_positions[atom_type] = np.array(\n",
+ " separated_positions[atom_type]\n",
+ " ).T\n",
+ " # print(np.mean(separated_positions[atom_type], axis=1))\n",
+ " # separated_positions[atom_type] -= np.mean(\n",
+ " # separated_positions[atom_type], axis=1, keepdims=True\n",
+ " # )\n",
+ "\n",
+ " return dict(separated_positions)\n",
+ " else:\n",
+ " # return all positions in a single array\n",
+ " return positions.T\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "5d829bed-49f6-4101-8a29-3cb7cb9fd1c7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# 12x faster\n",
+ "import polars as pl\n",
+ "import numpy as np\n",
+ "\n",
+ "def read_lammps_positions_polars(\n",
+ " file_path: str,\n",
+ " separate_atoms: bool = False,\n",
+ " centre: bool = True\n",
+ ") -> np.ndarray | dict:\n",
+ " \"\"\"\n",
+ " Reads atom positions from a LAMMPS .xyz file using the high-performance\n",
+ " Polars library. This version returns float64 data as a workaround for\n",
+ " potential downstream library bugs.\n",
+ " \"\"\"\n",
+ " # Or Float32 to save memory, as PyNX only works with that anyway.\n",
+ " schema_overrides = {\n",
+ " 'atom_type': pl.Categorical,\n",
+ " 'x': pl.Float32,\n",
+ " 'y': pl.Float32,\n",
+ " 'z': pl.Float32,\n",
+ " }\n",
+ "\n",
+ " lf = pl.scan_csv(\n",
+ " file_path,\n",
+ " skip_rows=2,\n",
+ " separator=\" \",\n",
+ " has_header=False,\n",
+ " new_columns=['atom_type', 'x', 'y', 'z'],\n",
+ " schema_overrides=schema_overrides\n",
+ " )\n",
+ "\n",
+ " if centre:\n",
+ " lf = lf.with_columns(\n",
+ " (pl.col(['x', 'y', 'z']) - pl.col(['x', 'y', 'z']).mean())\n",
+ " )\n",
+ "\n",
+ " df = lf.collect(engine='streaming')\n",
+ "\n",
+ " if separate_atoms:\n",
+ " partitioned_dfs = df.partition_by('atom_type', as_dict=True)\n",
+ " return {\n",
+ " atom_type: data.select(['x', 'y', 'z']).to_numpy().T\n",
+ " for atom_type, data in partitioned_dfs.items()\n",
+ " }\n",
+ " else:\n",
+ " return df.select(['x', 'y', 'z']).to_numpy().T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "85dcda92",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "path = (\n",
+ " #\"Pt_minimized.xyz\"\n",
+ " #\"/data/id01/inhouse/polack/shared/for_clement/exp_minimized.xyz\"\n",
+ " #'/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div10_oriented_v2.5/NP_Pt_nanosculpt_div10_oriented_v2.5_minimized.xyz'\n",
+ " '/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div1/NP_Pt_nanosculpt_div1_minimized.xyz'\n",
+ ")\n",
+ "\n",
+ "#positions = read_lammps_positions(path, centre=True)\n",
+ "\n",
+ "#print(f\"Shape: {positions.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "228d7a72-5563-4cdb-b59a-9c2898fd181f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Shape: (3, 211890650)\n"
+ ]
+ }
+ ],
+ "source": [
+ "#%%timeit -n 1 -r 1\n",
+ "\n",
+ "positions = read_lammps_positions_polars(path, centre=True)\n",
+ "print(f\"Shape: {positions.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "25bde7cc",
+ "metadata": {},
+ "source": [
+ "A simple sanity check"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "id": "19041c69-a26e-42b3-af3b-6d072bae127e",
+ "metadata": {},
+ "source": [
+ "fig, ax = plt.subplots(1, 1, subplot_kw={\"projection\": \"3d\"}, layout=\"tight\")\n",
+ "\n",
+ "# scatter plot of the positions\n",
+ "scatter_params = {\n",
+ " \"s\": 1.5, \n",
+ " \"antialiased\": False, \"depthshade\": True, \"alpha\": 0.2,\n",
+ " \"edgecolor\": \"k\", \"linewidth\": 0.01, \"c\": \"teal\"\n",
+ "}\n",
+ "ax.scatter(*positions, **scatter_params)\n",
+ "ax.set_xlabel(\"$x$\"); ax.set_ylabel(\"$y$\"); ax.set_zlabel(\"$z$\");\n",
+ "ax.set_xlim([-200, 200])\n",
+ "ax.set_ylim([-200, 200])\n",
+ "ax.set_zlim([-200, 200])\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d9c7e815",
+ "metadata": {},
+ "source": [
+ "#### Some parameters\n",
+ "- Here we are going to simulate an X-ray scattering experiment. For that we need to define where we are going to look at in the reciprocal space. Therefore, we need:\n",
+ " * a Bragg reflection (`hkl`)\n",
+ " * a lattice parameter\n",
+ "\n",
+ "- We also need to specify how fine we want our reciprocal space grid to be. This is basically defined by:\n",
+ " * the number of steps (`step_nb`), the higher the better the resolution, oversampling\n",
+ " * the reciprocal space resolution (`dq`)\n",
+ " * the lattice parameter"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "234e0288",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "hkl = [1, 1, 1]\n",
+ "original_vector = np.array(hkl) / np.linalg.norm(hkl)\n",
+ "target_vector = np.array([0, 0, 1], dtype=float)\n",
+ "target_vector /= np.linalg.norm(target_vector)\n",
+ "\n",
+ "rotation_axis = np.cross(original_vector, target_vector)\n",
+ "rotation_axis /= np.linalg.norm(rotation_axis)\n",
+ "angle = np.arccos(np.dot(original_vector, target_vector)) \n",
+ "\n",
+ "rotation = Rotation.from_rotvec(angle * rotation_axis)\n",
+ "rotated_hkl = rotation.apply(np.column_stack(hkl))\n",
+ "\n",
+ "# extract rotated x, y, z arrays\n",
+ "rotated_hkl = rotated_hkl.T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "1af6a761-d90d-4cfe-9b89-7db013cf1742",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "os.environ['PYOPENCL_COMPILER_OUTPUT'] = '1'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "05b0840f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Starting scattering computation for 211890650 atoms...\n",
+ "Monkey-patch: Discovering best GPU for Fhkl_thread...\n",
+ "Monkey-patch: Defaulting to 'NVIDIA A40' on platform 'NVIDIA CUDA'\n",
+ "Fhkl_thread: init gputhreads with GPU=, language=,cl_platform=NVIDIA CUDA\n",
+ "NVIDIA A40\n",
+ "Thread Thread-5: finished __init__\n",
+ "Starting thread:Thread-5\n",
+ "Initialized 1 PyNX threads for: (language= , NVIDIA CUDA), actual=OpenCL (NVIDIA CUDA):NVIDIA A40)\n",
+ "Thread # 0 [0, 211890650]\n",
+ "Thread #0, dt=1983.10936\n",
+ "✅ Scattering computation finished in 1983.14 seconds.\n"
+ ]
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Elapsed time for the scattering computation: 1983.1437685489655 s\n",
+ "Spatial resolution in the direct space: 0.7839195979899498 0.7839195979899498 0.7839195979899501 nm\n"
+ ]
+ }
+ ],
+ "source": [
+ "lattice_parameter = 3.9\n",
+ "d_spacing = lattice_parameter / np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)\n",
+ "\n",
+ "step_nb = 800\n",
+ "step_nb = 400\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "\n",
+ "q_size = (200, 200, 200)\n",
+ "\n",
+ "# Let us build the reciprocal space grid\n",
+ "q_ranges = []\n",
+ "for i in range(3):\n",
+ " q_ranges.append(\n",
+ " (rotated_hkl[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i])\n",
+ " / lattice_parameter\n",
+ " )\n",
+ "q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ "print(f\"\\nStarting scattering computation for {positions.shape[1]} atoms...\")\n",
+ "scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid,\n",
+ " *positions,\n",
+ " occ=None,\n",
+ " gpu_name=\"\",\n",
+ " language=\"\",\n",
+ " verbose=True,\n",
+ ")\n",
+ "print(f\"✅ Scattering computation finished in {dt:.2f} seconds.\")\n",
+ "\n",
+ "diffraction_pattern = np.abs(scattered_amp)**2\n",
+ "\n",
+ "cdiutils.plot.plot_volume_slices(\n",
+ " diffraction_pattern,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in q_grid],\n",
+ " convention=\"xu\",\n",
+ ")\n",
+ "\n",
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(q_grid[0]) * .1, 1 / np.ptp(q_grid[1]) * .1, 1 / np.ptp(q_grid[2]) * .1, \"nm\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "4ed48571",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from scipy.ndimage import center_of_mass\n",
+ "from pynx.scattering import Fhkl_thread\n",
+ "\n",
+ "# The new, fast center-of-mass function from above\n",
+ "def find_bragg_peak_centre_fast(diffraction_pattern: np.ndarray, q_grid: tuple) -> tuple:\n",
+ " threshold = diffraction_pattern.max() * 0.1\n",
+ " mask = diffraction_pattern > threshold\n",
+ " indices_com = center_of_mass(diffraction_pattern, labels=mask)\n",
+ " qx, qy, qz = q_grid\n",
+ " # Map indices to q-space coordinates. Note the careful indexing.\n",
+ " q_com = (\n",
+ " qx[int(round(indices_com[0])), 0, 0],\n",
+ " qy[0, int(round(indices_com[1])), 0],\n",
+ " qz[0, 0, int(round(indices_com[2]))]\n",
+ " )\n",
+ " return q_com\n",
+ "\n",
+ "def refine_q_grid(\n",
+ " positions: tuple,\n",
+ " hkl: np.ndarray,\n",
+ " lattice_parameter_guess: float,\n",
+ " q_size: tuple = (200, 200, 200),\n",
+ " step_nb: int = 400,\n",
+ " max_iterations: int = 5,\n",
+ " convert_to_angstrom: bool = True\n",
+ "):\n",
+ " \"\"\"\n",
+ " Iteratively refine the q-grid to center the Bragg peak.\n",
+ "\n",
+ " Args:\n",
+ " positions: atomic positions\n",
+ " hkl: Miller indices\n",
+ " lattice_parameter_guess: initial lattice parameter guess in\n",
+ " meters. Will be converted to Angstrom if convert_to_angstrom is True.\n",
+ " convert_to_angstrom: if True, converts lattice parameter to Angstrom\n",
+ " q_size: size of q-grid\n",
+ " step_nb: number of steps for dq calculation\n",
+ " max_iterations: maximum refinement iterations\n",
+ "\n",
+ " Returns:\n",
+ " tuple: (\n",
+ " refined_q_grid, scattered_amp, refined_lattice_parameter\n",
+ " )\n",
+ " \"\"\"\n",
+ " unit = \"m\"\n",
+ " rcp_space_unit = \"1/m\"\n",
+ " if convert_to_angstrom:\n",
+ " lattice_parameter_guess *= 1e10\n",
+ " unit = \"angstrom\"\n",
+ " rcp_space_unit = \"1/angstrom\"\n",
+ "\n",
+ " current_lattice = lattice_parameter_guess\n",
+ " current_center = hkl / current_lattice\n",
+ "\n",
+ " for iteration in range(max_iterations):\n",
+ " print(f\"Refinement iteration {iteration + 1}\")\n",
+ " print(f\"Current lattice parameter: {current_lattice:.4f}\")\n",
+ " print(f\"Current center: {current_center}\")\n",
+ "\n",
+ " # build q-grid around current center\n",
+ " dq = np.array([1, 1, 1]) / step_nb # step size in reciprocal space\n",
+ " q_ranges = []\n",
+ " for i in range(3):\n",
+ " q_ranges.append(\n",
+ " current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i]\n",
+ " )\n",
+ " q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ " # calculate the kinematic scattering\n",
+ " scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid, *positions, occ=None, language='', gpu_name='',\n",
+ " )\n",
+ "\n",
+ " diffraction_pattern = np.abs(scattered_amp) ** 2\n",
+ "\n",
+ " # find the actual peak center\n",
+ " peak_center = find_bragg_peak_centre(diffraction_pattern, q_grid)\n",
+ " print(f\"Found peak center at: {peak_center}\")\n",
+ "\n",
+ " # calculate shift from expected center\n",
+ " expected_center = [np.mean(q) for q in q_grid]\n",
+ " shift = [pc - ec for pc, ec in zip(peak_center, expected_center)]\n",
+ "\n",
+ " print(f\"Shift from grid center: {shift} {rcp_space_unit}\")\n",
+ "\n",
+ " # update center for next iteration\n",
+ " current_center = peak_center\n",
+ "\n",
+ " # optionally refine lattice parameter based on peak position\n",
+ " # the magnitude of the q-vector should match 2π/d_spacing\n",
+ " q_magnitude = np.linalg.norm(peak_center)\n",
+ " theoretical_q = np.linalg.norm(hkl) / current_lattice\n",
+ "\n",
+ " # refine lattice parameter\n",
+ " lattice_correction = theoretical_q / q_magnitude\n",
+ " current_lattice *= lattice_correction\n",
+ " current_center = [c / lattice_correction for c in current_center]\n",
+ "\n",
+ " print(f\"Refined lattice parameter: {current_lattice:.4f} {unit}\")\n",
+ " print(f\"Shift magnitude: {np.linalg.norm(shift):.6f} {rcp_space_unit}\")\n",
+ " print(\"-\" * 50)\n",
+ "\n",
+ " # check convergence\n",
+ " if (\n",
+ " np.linalg.norm(shift) < dq[0] * 0.1\n",
+ " ): # Converged if shift < 10% of pixel size\n",
+ " print(\"Converged!\")\n",
+ " break\n",
+ "\n",
+ " return q_grid, scattered_amp, current_lattice"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "d48ecec8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Refinement iteration 1\n",
+ "Current lattice parameter: 3.9200\n",
+ "Current center: [[2.12415120e-17]\n",
+ " [2.83220159e-17]\n",
+ " [4.41849696e-01]]\n"
+ ]
+ },
+ {
+ "ename": "KeyboardInterrupt",
+ "evalue": "",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[12], line 6\u001b[0m\n\u001b[1;32m 3\u001b[0m q_size \u001b[38;5;241m=\u001b[39m (\u001b[38;5;241m200\u001b[39m, \u001b[38;5;241m200\u001b[39m, \u001b[38;5;241m200\u001b[39m)\n\u001b[1;32m 5\u001b[0m \u001b[38;5;66;03m# Refine the q-grid\u001b[39;00m\n\u001b[0;32m----> 6\u001b[0m refined_q_grid, scattered_amp, refined_lattice \u001b[38;5;241m=\u001b[39m \u001b[43mrefine_q_grid\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 7\u001b[0m \u001b[43m \u001b[49m\u001b[43mpositions\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrotated_hkl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43minitial_lattice_guess\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 8\u001b[0m \u001b[43m \u001b[49m\u001b[43mq_size\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mq_size\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 9\u001b[0m \u001b[43m \u001b[49m\u001b[43mstep_nb\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstep_nb\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 10\u001b[0m \u001b[43m \u001b[49m\u001b[43mmax_iterations\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m10\u001b[39;49m\n\u001b[1;32m 11\u001b[0m \u001b[43m)\u001b[49m\n\u001b[1;32m 13\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFinal refined lattice parameter: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mrefined_lattice\u001b[38;5;132;01m:\u001b[39;00m\u001b[38;5;124m.4f\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 15\u001b[0m \u001b[38;5;66;03m# Plot the refined result\u001b[39;00m\n",
+ "Cell \u001b[0;32mIn[11], line 76\u001b[0m, in \u001b[0;36mrefine_q_grid\u001b[0;34m(positions, hkl, lattice_parameter_guess, q_size, step_nb, max_iterations, convert_to_angstrom)\u001b[0m\n\u001b[1;32m 73\u001b[0m q_grid \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mmeshgrid(\u001b[38;5;241m*\u001b[39mq_ranges, indexing\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mij\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 75\u001b[0m \u001b[38;5;66;03m# calculate the kinematic scattering\u001b[39;00m\n\u001b[0;32m---> 76\u001b[0m scattered_amp, dt \u001b[38;5;241m=\u001b[39m \u001b[43mFhkl_thread\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 77\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mq_grid\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mpositions\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mocc\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlanguage\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mgpu_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 78\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 80\u001b[0m diffraction_pattern \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mabs(scattered_amp) \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m \u001b[38;5;241m2\u001b[39m\n\u001b[1;32m 82\u001b[0m \u001b[38;5;66;03m# find the actual peak center\u001b[39;00m\n",
+ "Cell \u001b[0;32mIn[1], line 46\u001b[0m, in \u001b[0;36mpatched_Fhkl_thread\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 43\u001b[0m kwargs\u001b[38;5;241m.\u001b[39msetdefault(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgpu_name\u001b[39m\u001b[38;5;124m'\u001b[39m, GpuInfo\u001b[38;5;241m.\u001b[39mgpu_name)\n\u001b[1;32m 45\u001b[0m \u001b[38;5;66;03m# Call the original function with the (potentially modified) arguments\u001b[39;00m\n\u001b[0;32m---> 46\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43moriginal_Fhkl_thread\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
+ "File \u001b[0;32m~/facets_workflow/examples/facets/.venv/lib/python3.10/site-packages/pynx/scattering/fhkl.py:1139\u001b[0m, in \u001b[0;36mFhkl_thread\u001b[0;34m(h, k, l, x, y, z, occ, verbose, gpu_name, nbCPUthread, sz_imag, language, cl_platform)\u001b[0m\n\u001b[1;32m 1137\u001b[0m gputhreads[i]\u001b[38;5;241m.\u001b[39meventStart\u001b[38;5;241m.\u001b[39mset()\n\u001b[1;32m 1138\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(nbthread):\n\u001b[0;32m-> 1139\u001b[0m \u001b[43mgputhreads\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43meventFinished\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwait\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1141\u001b[0m \u001b[38;5;66;03m# gpu_thread = CUDAThread_Fhkl(gpu_devices[i],vh,vk,vl,vx[a0:a1],vy[a0:a1],vz[a0:a1],tmpocc,verbose)\u001b[39;00m\n\u001b[1;32m 1142\u001b[0m \u001b[38;5;66;03m# gpu_thread.start()\u001b[39;00m\n\u001b[1;32m 1143\u001b[0m \u001b[38;5;66;03m# threads.append(gpu_thread)\u001b[39;00m\n\u001b[1;32m 1144\u001b[0m \n\u001b[1;32m 1145\u001b[0m \u001b[38;5;66;03m# for t in threads:t.join()\u001b[39;00m\n\u001b[1;32m 1146\u001b[0m fhkl \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mzeros(vh\u001b[38;5;241m.\u001b[39mshape, dtype\u001b[38;5;241m=\u001b[39mnp\u001b[38;5;241m.\u001b[39mcomplex64)\n",
+ "File \u001b[0;32m/cvmfs/hpc.esrf.fr/software/packages/ubuntu20.04/x86_64/mamba/23.3.1-1/lib/python3.10/threading.py:607\u001b[0m, in \u001b[0;36mEvent.wait\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 605\u001b[0m signaled \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_flag\n\u001b[1;32m 606\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m signaled:\n\u001b[0;32m--> 607\u001b[0m signaled \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_cond\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwait\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 608\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m signaled\n",
+ "File \u001b[0;32m/cvmfs/hpc.esrf.fr/software/packages/ubuntu20.04/x86_64/mamba/23.3.1-1/lib/python3.10/threading.py:320\u001b[0m, in \u001b[0;36mCondition.wait\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 318\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m: \u001b[38;5;66;03m# restore state no matter what (e.g., KeyboardInterrupt)\u001b[39;00m\n\u001b[1;32m 319\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m timeout \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 320\u001b[0m \u001b[43mwaiter\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43macquire\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 321\u001b[0m gotit \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m 322\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
+ "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
+ ]
+ }
+ ],
+ "source": [
+ "initial_lattice_guess = 3.92e-10 # Your initial guess\n",
+ "step_nb = 1600\n",
+ "q_size = (200, 200, 200)\n",
+ "\n",
+ "# Refine the q-grid\n",
+ "refined_q_grid, scattered_amp, refined_lattice = refine_q_grid(\n",
+ " positions, rotated_hkl, initial_lattice_guess, \n",
+ " q_size=q_size, \n",
+ " step_nb=step_nb, \n",
+ " max_iterations=10\n",
+ ")\n",
+ "\n",
+ "print(f\"Final refined lattice parameter: {refined_lattice:.4f}\")\n",
+ "\n",
+ "# Plot the refined result\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.abs(scattered_amp) ** 2,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in refined_q_grid],\n",
+ " convention=\"xu\",\n",
+ " show=False\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a1d51ebc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid ) * .1, \"nm\"\n",
+ ")\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "6e4b52b8",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "q_com = find_bragg_peak_centre(\n",
+ " np.abs(scattered_amp)**2, refined_q_grid\n",
+ ")\n",
+ "d_spacing = 1 / np.linalg.norm(q_com)\n",
+ "print(\n",
+ " f\"d-spacing and associated lattice parameter are: {d_spacing} and \"\n",
+ " f\"{d_spacing * np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)} A.\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1039c8cf",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "voxel_size = tuple(1e-1 / np.ptp(q) for q in refined_q_grid) # in nm\n",
+ "obj = fftshift(fftn(ifftshift(np.conj(scattered_amp))))\n",
+ "\n",
+ "support = cdiutils.utils.make_support(np.abs(obj), isosurface=0.75)\n",
+ "plot_params = {\n",
+ " \"support\": support, \"convention\": \"xu\", \"voxel_size\": voxel_size,\n",
+ " \"data_centre\": (0, 0, 0), \"show\": True,\n",
+ "}\n",
+ "# cdiutils.plot.plot_volume_slices(np.abs(obj))\n",
+ "cdiutils.plot.plot_volume_slices(np.abs(obj), **plot_params)\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.angle(obj), cmap=\"cet_CET_C9s_r\", vmin=-np.pi, vmax=np.pi, **plot_params\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0b781db1",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "obj = cdiutils.process.PostProcessor.apodize(obj)\n",
+ "struct_properties = cdiutils.process.PostProcessor.get_structural_properties(\n",
+ " obj,\n",
+ " isosurface=0.65,\n",
+ " g_vector=tuple(q * (2*np.pi) for q in q_com),\n",
+ " hkl=[1, 1, 1],\n",
+ " voxel_size=voxel_size,\n",
+ " phase_factor=1\n",
+ ")\n",
+ "for k in struct_properties:\n",
+ " print(k)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "dca132c2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for k in (\"amplitude\", \"phase\", \"het_strain_from_dspacing\", \"lattice_parameter\"):\n",
+ " plot_params.update(cdiutils.plot.get_plot_configs(k))\n",
+ " plot_params[\"vmin\"], plot_params[\"vmax\"] = None, None\n",
+ " cdiutils.plot.plot_volume_slices(struct_properties[k], **plot_params)\n",
+ "\n",
+ "print(np.nanmean(struct_properties[\"lattice_parameter\"]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7efd58d9-2692-4884-9abd-8b015ced4952",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.12"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/tests/post_processing-Copy1.ipynb b/examples/facets/tests/post_processing-Copy1.ipynb
new file mode 100644
index 00000000..52b4decf
--- /dev/null
+++ b/examples/facets/tests/post_processing-Copy1.ipynb
@@ -0,0 +1,973 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "7edbaf4c-13f1-4167-80c0-2ab7851d1b52",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import functools\n",
+ "import pyopencl as cl\n",
+ "from pynx.scattering import fhkl as fhkl_module # Get a handle to the module\n",
+ "from pynx.scattering.fhkl import Fhkl_thread as original_Fhkl_thread\n",
+ "\n",
+ "# -- Step 1: Helper function to find the best GPU --\n",
+ "def find_best_gpu():\n",
+ " \"\"\"Finds the first available OpenCL GPU and returns its platform and device names.\"\"\"\n",
+ " for platform in cl.get_platforms():\n",
+ " # Avoid the CPU-based Intel OpenCL platform if possible\n",
+ " if 'intel' in platform.name.lower():\n",
+ " continue\n",
+ " try:\n",
+ " gpu_devices = platform.get_devices(device_type=cl.device_type.GPU)\n",
+ " if gpu_devices:\n",
+ " # Found a platform with a GPU, return its info\n",
+ " return platform.name, gpu_devices[0].name\n",
+ " except cl.Error:\n",
+ " continue\n",
+ " raise RuntimeError(\"Monkey-patch could not find a suitable OpenCL GPU.\")\n",
+ "\n",
+ "# -- Step 2: Create the wrapper function --\n",
+ "# Use a simple class to store the discovered names so we only search once.\n",
+ "class GpuInfo:\n",
+ " platform_name = None\n",
+ " gpu_name = None\n",
+ "\n",
+ "@functools.wraps(original_Fhkl_thread)\n",
+ "def patched_Fhkl_thread(*args, **kwargs):\n",
+ " \"\"\"\n",
+ " Wrapper for Fhkl_thread that automatically discovers and sets\n",
+ " the best cl_platform and gpu_name if they are not provided.\n",
+ " \"\"\"\n",
+ " # Discover GPU info only on the first call\n",
+ " if GpuInfo.platform_name is None:\n",
+ " print(\"Monkey-patch: Discovering best GPU for Fhkl_thread...\")\n",
+ " GpuInfo.platform_name, GpuInfo.gpu_name = find_best_gpu()\n",
+ " print(f\"Monkey-patch: Defaulting to '{GpuInfo.gpu_name}' on platform '{GpuInfo.platform_name}'\")\n",
+ "\n",
+ " # Set our defaults, but allow the user to override them\n",
+ " kwargs.setdefault('language', 'OpenCL')\n",
+ " kwargs.setdefault('cl_platform', GpuInfo.platform_name)\n",
+ " kwargs.setdefault('gpu_name', GpuInfo.gpu_name)\n",
+ " \n",
+ " # Call the original function with the (potentially modified) arguments\n",
+ " return original_Fhkl_thread(*args, **kwargs)\n",
+ "\n",
+ "# -- Step 3: Apply the patch --\n",
+ "fhkl_module.Fhkl_thread = patched_Fhkl_thread"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "2a3b235d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "from scipy.spatial.transform import Rotation\n",
+ "from scipy.fft import fftn, ifftshift, fftshift\n",
+ "\n",
+ "from pynx.scattering.fhkl import Fhkl_thread\n",
+ "\n",
+ "import cdiutils\n",
+ "cdiutils.update_plot_params()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "81a0507f",
+ "metadata": {},
+ "source": [
+ "#### We need to add all the functions related to simulations in `cdiutils.simulations` submodule"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "84af0cd0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def read_lammps_positions(\n",
+ " file_path: str,\n",
+ " separate_atoms: bool = False,\n",
+ " centre: bool =True\n",
+ ") -> np.ndarray | dict:\n",
+ " \"\"\"\n",
+ " Reads atom positions from a LAMMPS .xyz or .lmp (dump) file.\n",
+ "\n",
+ " Args:\n",
+ " file_path (str): path to the input file.\n",
+ " separate_atoms (bool, optional): if True, separates positions by\n",
+ " atom type. If False, returns all positions in one array.\n",
+ " Defaults to False.\n",
+ "\n",
+ " Returns:\n",
+ " dict or np.ndarray:\n",
+ " - If separate_atoms=True, returns a dictionary {atom_type:\n",
+ " positions_array}.\n",
+ " - If separate_atoms=False, returns a single array of all\n",
+ " positions.\n",
+ "\n",
+ " Raises:\n",
+ " ValueError: if the file type cannot be detected or the file\n",
+ " cannot be parsed.\n",
+ " \"\"\"\n",
+ " # initialise storage for positions and atom types\n",
+ " positions = []\n",
+ " atom_types = []\n",
+ "\n",
+ " with open(file_path, 'r') as file:\n",
+ " if file_path.endswith(\"xyz\"):\n",
+ " # Parse .xyz file\n",
+ " file.readline() # nb of atoms\n",
+ " file.readline() # comment line\n",
+ " \n",
+ " # parse atom positions\n",
+ " for line in file:\n",
+ " split_line = line.strip().split()\n",
+ " atom_type = split_line[0] # Atom type is the first column\n",
+ " position = list(map(float, split_line[1:4])) # x, y, z pos\n",
+ " atom_types.append(atom_type)\n",
+ " positions.append(position)\n",
+ "\n",
+ " elif file_path.endswith(\"lmp\"):\n",
+ " pass\n",
+ "\n",
+ " # convert to arrays\n",
+ " positions = np.array(positions)\n",
+ "\n",
+ " # Atom should centred with respect to the centroid of ALL atoms\n",
+ " if centre:\n",
+ " positions -= np.mean(positions, axis=0, keepdims=True)\n",
+ "\n",
+ " if separate_atoms:\n",
+ " # group positions by atom type\n",
+ " separated_positions = {atom_type: [] for atom_type in atom_types}\n",
+ " for atom_type, position in zip(atom_types, positions):\n",
+ " separated_positions[atom_type].append(position)\n",
+ "\n",
+ " # convert lists to arrays\n",
+ " for atom_type in separated_positions:\n",
+ " separated_positions[atom_type] = np.array(\n",
+ " separated_positions[atom_type]\n",
+ " ).T\n",
+ " # print(np.mean(separated_positions[atom_type], axis=1))\n",
+ " # separated_positions[atom_type] -= np.mean(\n",
+ " # separated_positions[atom_type], axis=1, keepdims=True\n",
+ " # )\n",
+ "\n",
+ " return dict(separated_positions)\n",
+ " else:\n",
+ " # return all positions in a single array\n",
+ " return positions.T\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "5d829bed-49f6-4101-8a29-3cb7cb9fd1c7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# 12x faster\n",
+ "import polars as pl\n",
+ "import numpy as np\n",
+ "\n",
+ "def read_lammps_positions_polars(\n",
+ " file_path: str,\n",
+ " separate_atoms: bool = False,\n",
+ " centre: bool = True\n",
+ ") -> np.ndarray | dict:\n",
+ " \"\"\"\n",
+ " Reads atom positions from a LAMMPS .xyz file using the high-performance\n",
+ " Polars library. This version returns float64 data as a workaround for\n",
+ " potential downstream library bugs.\n",
+ " \"\"\"\n",
+ " # Or Float32 to save memory, as PyNX only works with that anyway.\n",
+ " schema_overrides = {\n",
+ " 'atom_type': pl.Categorical,\n",
+ " 'x': pl.Float64,\n",
+ " 'y': pl.Float64,\n",
+ " 'z': pl.Float64,\n",
+ " }\n",
+ "\n",
+ " lf = pl.scan_csv(\n",
+ " file_path,\n",
+ " skip_rows=2,\n",
+ " separator=\" \",\n",
+ " has_header=False,\n",
+ " new_columns=['atom_type', 'x', 'y', 'z'],\n",
+ " schema_overrides=schema_overrides\n",
+ " )\n",
+ "\n",
+ " if centre:\n",
+ " lf = lf.with_columns(\n",
+ " (pl.col(['x', 'y', 'z']) - pl.col(['x', 'y', 'z']).mean())\n",
+ " )\n",
+ "\n",
+ " df = lf.collect(engine='streaming')\n",
+ "\n",
+ " if separate_atoms:\n",
+ " partitioned_dfs = df.partition_by('atom_type', as_dict=True)\n",
+ " return {\n",
+ " atom_type: data.select(['x', 'y', 'z']).to_numpy().T\n",
+ " for atom_type, data in partitioned_dfs.items()\n",
+ " }\n",
+ " else:\n",
+ " return df.select(['x', 'y', 'z']).to_numpy().T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "85dcda92",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "path = (\n",
+ " #\"Pt_minimized.xyz\"\n",
+ " #\"/data/id01/inhouse/polack/shared/for_clement/exp_minimized.xyz\"\n",
+ " #'/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div10_oriented_v2.5/NP_Pt_nanosculpt_div10_oriented_v2.5_minimized.xyz'\n",
+ " '/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div1/NP_Pt_nanosculpt_div1_minimized.xyz'\n",
+ ")\n",
+ "\n",
+ "#positions = read_lammps_positions(path, centre=True)\n",
+ "\n",
+ "#print(f\"Shape: {positions.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "228d7a72-5563-4cdb-b59a-9c2898fd181f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Shape: (3, 211890650)\n"
+ ]
+ }
+ ],
+ "source": [
+ "#%%timeit -n 1 -r 1\n",
+ "\n",
+ "positions = read_lammps_positions_polars(path, centre=True)\n",
+ "print(f\"Shape: {positions.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "25bde7cc",
+ "metadata": {},
+ "source": [
+ "A simple sanity check"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "id": "19041c69-a26e-42b3-af3b-6d072bae127e",
+ "metadata": {},
+ "source": [
+ "fig, ax = plt.subplots(1, 1, subplot_kw={\"projection\": \"3d\"}, layout=\"tight\")\n",
+ "\n",
+ "# scatter plot of the positions\n",
+ "scatter_params = {\n",
+ " \"s\": 1.5, \n",
+ " \"antialiased\": False, \"depthshade\": True, \"alpha\": 0.2,\n",
+ " \"edgecolor\": \"k\", \"linewidth\": 0.01, \"c\": \"teal\"\n",
+ "}\n",
+ "ax.scatter(*positions, **scatter_params)\n",
+ "ax.set_xlabel(\"$x$\"); ax.set_ylabel(\"$y$\"); ax.set_zlabel(\"$z$\");\n",
+ "ax.set_xlim([-200, 200])\n",
+ "ax.set_ylim([-200, 200])\n",
+ "ax.set_zlim([-200, 200])\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d9c7e815",
+ "metadata": {},
+ "source": [
+ "#### Some parameters\n",
+ "- Here we are going to simulate an X-ray scattering experiment. For that we need to define where we are going to look at in the reciprocal space. Therefore, we need:\n",
+ " * a Bragg reflection (`hkl`)\n",
+ " * a lattice parameter\n",
+ "\n",
+ "- We also need to specify how fine we want our reciprocal space grid to be. This is basically defined by:\n",
+ " * the number of steps (`step_nb`), the higher the better the resolution, oversampling\n",
+ " * the reciprocal space resolution (`dq`)\n",
+ " * the lattice parameter"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "234e0288",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "hkl = [1, 1, 1]\n",
+ "original_vector = np.array(hkl) / np.linalg.norm(hkl)\n",
+ "target_vector = np.array([0, 0, 1], dtype=float)\n",
+ "target_vector /= np.linalg.norm(target_vector)\n",
+ "\n",
+ "rotation_axis = np.cross(original_vector, target_vector)\n",
+ "rotation_axis /= np.linalg.norm(rotation_axis)\n",
+ "angle = np.arccos(np.dot(original_vector, target_vector)) \n",
+ "\n",
+ "rotation = Rotation.from_rotvec(angle * rotation_axis)\n",
+ "rotated_hkl = rotation.apply(np.column_stack(hkl))\n",
+ "\n",
+ "# extract rotated x, y, z arrays\n",
+ "rotated_hkl = rotated_hkl.T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "1af6a761-d90d-4cfe-9b89-7db013cf1742",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "os.environ['PYOPENCL_COMPILER_OUTPUT'] = '1'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "id": "05b0840f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Total atoms: 211890650. Processing in chunks of up to 80000000...\n",
+ "--> Processing chunk #1 (80000000 atoms)...\n"
+ ]
+ },
+ {
+ "ename": "KeyboardInterrupt",
+ "evalue": "",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[22], line 60\u001b[0m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m--> Processing chunk #\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mchunk_num\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mposition_chunk\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m1\u001b[39m]\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m atoms)...\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 58\u001b[0m \u001b[38;5;66;03m# 4. Call Fhkl_thread for the current chunk.\u001b[39;00m\n\u001b[1;32m 59\u001b[0m \u001b[38;5;66;03m# Note: verbose is set to False here to avoid excessive output from pynx in the loop.\u001b[39;00m\n\u001b[0;32m---> 60\u001b[0m chunk_amp, dt \u001b[38;5;241m=\u001b[39m \u001b[43mFhkl_thread\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 61\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mq_grid\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 62\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mposition_chunk\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# This is the crucial change\u001b[39;49;00m\n\u001b[1;32m 63\u001b[0m \u001b[43m \u001b[49m\u001b[43mocc\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m 64\u001b[0m \u001b[43m \u001b[49m\u001b[43mgpu_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 65\u001b[0m \u001b[43m \u001b[49m\u001b[43mlanguage\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 66\u001b[0m \u001b[43m \u001b[49m\u001b[43mverbose\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m 67\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 69\u001b[0m \u001b[38;5;66;03m# 5. Add the result of the chunk to the total.\u001b[39;00m\n\u001b[1;32m 70\u001b[0m final_scattered_amp \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m chunk_amp\n",
+ "Cell \u001b[0;32mIn[1], line 46\u001b[0m, in \u001b[0;36mpatched_Fhkl_thread\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 43\u001b[0m kwargs\u001b[38;5;241m.\u001b[39msetdefault(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgpu_name\u001b[39m\u001b[38;5;124m'\u001b[39m, GpuInfo\u001b[38;5;241m.\u001b[39mgpu_name)\n\u001b[1;32m 45\u001b[0m \u001b[38;5;66;03m# Call the original function with the (potentially modified) arguments\u001b[39;00m\n\u001b[0;32m---> 46\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43moriginal_Fhkl_thread\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
+ "File \u001b[0;32m~/facets_workflow/examples/facets/.venv/lib/python3.10/site-packages/pynx/scattering/fhkl.py:1139\u001b[0m, in \u001b[0;36mFhkl_thread\u001b[0;34m(h, k, l, x, y, z, occ, verbose, gpu_name, nbCPUthread, sz_imag, language, cl_platform)\u001b[0m\n\u001b[1;32m 1137\u001b[0m gputhreads[i]\u001b[38;5;241m.\u001b[39meventStart\u001b[38;5;241m.\u001b[39mset()\n\u001b[1;32m 1138\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(nbthread):\n\u001b[0;32m-> 1139\u001b[0m \u001b[43mgputhreads\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43meventFinished\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwait\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1141\u001b[0m \u001b[38;5;66;03m# gpu_thread = CUDAThread_Fhkl(gpu_devices[i],vh,vk,vl,vx[a0:a1],vy[a0:a1],vz[a0:a1],tmpocc,verbose)\u001b[39;00m\n\u001b[1;32m 1142\u001b[0m \u001b[38;5;66;03m# gpu_thread.start()\u001b[39;00m\n\u001b[1;32m 1143\u001b[0m \u001b[38;5;66;03m# threads.append(gpu_thread)\u001b[39;00m\n\u001b[1;32m 1144\u001b[0m \n\u001b[1;32m 1145\u001b[0m \u001b[38;5;66;03m# for t in threads:t.join()\u001b[39;00m\n\u001b[1;32m 1146\u001b[0m fhkl \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mzeros(vh\u001b[38;5;241m.\u001b[39mshape, dtype\u001b[38;5;241m=\u001b[39mnp\u001b[38;5;241m.\u001b[39mcomplex64)\n",
+ "File \u001b[0;32m/cvmfs/hpc.esrf.fr/software/packages/ubuntu20.04/x86_64/mamba/23.3.1-1/lib/python3.10/threading.py:607\u001b[0m, in \u001b[0;36mEvent.wait\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 605\u001b[0m signaled \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_flag\n\u001b[1;32m 606\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m signaled:\n\u001b[0;32m--> 607\u001b[0m signaled \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_cond\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwait\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 608\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m signaled\n",
+ "File \u001b[0;32m/cvmfs/hpc.esrf.fr/software/packages/ubuntu20.04/x86_64/mamba/23.3.1-1/lib/python3.10/threading.py:320\u001b[0m, in \u001b[0;36mCondition.wait\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 318\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m: \u001b[38;5;66;03m# restore state no matter what (e.g., KeyboardInterrupt)\u001b[39;00m\n\u001b[1;32m 319\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m timeout \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 320\u001b[0m \u001b[43mwaiter\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43macquire\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 321\u001b[0m gotit \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m 322\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
+ "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
+ ]
+ }
+ ],
+ "source": [
+ "lattice_parameter = 3.9\n",
+ "d_spacing = lattice_parameter / np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)\n",
+ "\n",
+ "step_nb = 800\n",
+ "step_nb = 400\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "\n",
+ "q_size = (200, 200, 200)\n",
+ "# q_size = (128, 128, 128)\n",
+ "\n",
+ "# Let us build the reciprocal space grid\n",
+ "q_ranges = []\n",
+ "for i in range(3):\n",
+ " q_ranges.append(\n",
+ " # (hkl[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i])\n",
+ " (rotated_hkl[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i])\n",
+ " / lattice_parameter\n",
+ " )\n",
+ "q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ "# Here is where the magic happens\n",
+ "\"\"\"\n",
+ "scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid,\n",
+ " *positions,\n",
+ " occ=None,\n",
+ " gpu_name=\"\",\n",
+ " language=\"\",\n",
+ " verbose=True,\n",
+ ")\n",
+ "\"\"\"\n",
+ "# chunks\n",
+ "# 1. Define a safe chunk size to avoid the overflow bug in Fhkl_thread.\n",
+ "# 80 million is a safe value for float64 data.\n",
+ "MAX_ATOMS_PER_CHUNK = 80_000_000\n",
+ "\n",
+ "total_atoms = positions.shape[1]\n",
+ "h, k, l = q_grid\n",
+ "\n",
+ "# 2. Initialize an array to accumulate the results. \n",
+ "# Its shape must match your q-space grid shape. Fhkl_thread returns complex numbers.\n",
+ "final_scattered_amp = np.zeros(h.shape, dtype=np.complex128)\n",
+ "total_dt = 0\n",
+ "\n",
+ "print(f\"Total atoms: {total_atoms}. Processing in chunks of up to {MAX_ATOMS_PER_CHUNK}...\")\n",
+ "\n",
+ "# 3. Loop over the atomic coordinates in chunks.\n",
+ "for i in range(0, total_atoms, MAX_ATOMS_PER_CHUNK):\n",
+ " start_idx = i\n",
+ " end_idx = min(i + MAX_ATOMS_PER_CHUNK, total_atoms)\n",
+ " \n",
+ " # This creates a memory-efficient view of the current chunk\n",
+ " position_chunk = positions[:, start_idx:end_idx]\n",
+ " \n",
+ " chunk_num = i // MAX_ATOMS_PER_CHUNK + 1\n",
+ " print(f\"--> Processing chunk #{chunk_num} ({position_chunk.shape[1]} atoms)...\")\n",
+ "\n",
+ " # 4. Call Fhkl_thread for the current chunk.\n",
+ " # Note: verbose is set to False here to avoid excessive output from pynx in the loop.\n",
+ " chunk_amp, dt = Fhkl_thread(\n",
+ " *q_grid,\n",
+ " *position_chunk, # This is the crucial change\n",
+ " occ=None,\n",
+ " gpu_name=\"\",\n",
+ " language=\"\",\n",
+ " verbose=False,\n",
+ " )\n",
+ " \n",
+ " # 5. Add the result of the chunk to the total.\n",
+ " final_scattered_amp += chunk_amp\n",
+ " total_dt += dt\n",
+ " print(f\" Chunk #{chunk_num} finished in {dt:.2f} seconds.\")\n",
+ "\n",
+ "print(f\"\\n✅ All chunks processed in a total of {total_dt:.2f} seconds.\")\n",
+ "\n",
+ "# The final, correct results are now in these variables, ready for use\n",
+ "scattered_amp = final_scattered_amp\n",
+ "dt = total_dt\n",
+ "# end chunks\n",
+ "\n",
+ "diffraction_pattern = np.abs(scattered_amp)**2\n",
+ "\n",
+ "cdiutils.plot.plot_volume_slices(\n",
+ " diffraction_pattern,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in q_grid],\n",
+ " convention=\"xu\",\n",
+ " # integrate=True\n",
+ ")\n",
+ "\n",
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(q_grid[0]) * .1, 1 / np.ptp(q_grid[1]) * .1, 1 / np.ptp(q_grid[2]) * .1, \"nm\"\n",
+ ")\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "4ed48571",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def find_bragg_peak_centre(\n",
+ " diffraction_pattern: np.ndarray,\n",
+ " q_grid: tuple,\n",
+ " search_radius: float = 0.1\n",
+ ") -> tuple:\n",
+ " \"\"\"\n",
+ " Find the center of mass of the Bragg peak in reciprocal space.\n",
+ "\n",
+ " Args:\n",
+ " diffraction_pattern: 3D diffraction pattern\n",
+ " q_grid: tuple of 3D q-coordinate grids (qx, qy, qz)\n",
+ " search_radius: fraction of the pattern to consider for\n",
+ " centre of mass\n",
+ "\n",
+ " Returns:\n",
+ " tuple: (qx_center, qy_center, qz_center) of the peak\n",
+ " \"\"\"\n",
+ " total_intensity = np.sum(diffraction_pattern)\n",
+ " q_com = []\n",
+ " for q in q_grid:\n",
+ " q_com.append(np.sum((diffraction_pattern * q)) / total_intensity)\n",
+ " return tuple(q_com)\n",
+ "\n",
+ "def refine_q_grid(\n",
+ " positions: tuple,\n",
+ " hkl: np.ndarray,\n",
+ " lattice_parameter_guess: float,\n",
+ " q_size: tuple = (200, 200, 200),\n",
+ " step_nb: int = 400,\n",
+ " max_iterations: int = 5,\n",
+ " convert_to_angstrom: bool = True\n",
+ "):\n",
+ " \"\"\"\n",
+ " Iteratively refine the q-grid to center the Bragg peak.\n",
+ "\n",
+ " Args:\n",
+ " positions: atomic positions\n",
+ " hkl: Miller indices\n",
+ " lattice_parameter_guess: initial lattice parameter guess in\n",
+ " meters. Will be converted to Angstrom if convert_to_angstrom is True.\n",
+ " convert_to_angstrom: if True, converts lattice parameter to Angstrom\n",
+ " q_size: size of q-grid\n",
+ " step_nb: number of steps for dq calculation\n",
+ " max_iterations: maximum refinement iterations\n",
+ "\n",
+ " Returns:\n",
+ " tuple: (\n",
+ " refined_q_grid, scattered_amp, refined_lattice_parameter\n",
+ " )\n",
+ " \"\"\"\n",
+ " unit = \"m\"\n",
+ " rcp_space_unit = \"1/m\"\n",
+ " if convert_to_angstrom:\n",
+ " lattice_parameter_guess *= 1e10\n",
+ " unit = \"angstrom\"\n",
+ " rcp_space_unit = \"1/angstrom\"\n",
+ "\n",
+ " current_lattice = lattice_parameter_guess\n",
+ " current_center = hkl / current_lattice\n",
+ "\n",
+ " for iteration in range(max_iterations):\n",
+ " print(f\"Refinement iteration {iteration + 1}\")\n",
+ " print(f\"Current lattice parameter: {current_lattice:.4f}\")\n",
+ " print(f\"Current center: {current_center}\")\n",
+ "\n",
+ " # build q-grid around current center\n",
+ " dq = np.array([1, 1, 1]) / step_nb # step size in reciprocal space\n",
+ " q_ranges = []\n",
+ " for i in range(3):\n",
+ " q_ranges.append(\n",
+ " current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i]\n",
+ " )\n",
+ " q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ " # calculate the kinematic scattering\n",
+ " scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid, *positions, occ=None, language='OpenCL',\n",
+ " cl_platform='NVIDIA CUDA',\n",
+ " gpu_name='NVIDIA A40',\n",
+ " )\n",
+ "\n",
+ " diffraction_pattern = np.abs(scattered_amp) ** 2\n",
+ "\n",
+ " # find the actual peak center\n",
+ " peak_center = find_bragg_peak_centre(diffraction_pattern, q_grid)\n",
+ " print(f\"Found peak center at: {peak_center}\")\n",
+ "\n",
+ " # calculate shift from expected center\n",
+ " expected_center = [np.mean(q) for q in q_grid]\n",
+ " shift = [pc - ec for pc, ec in zip(peak_center, expected_center)]\n",
+ "\n",
+ " print(f\"Shift from grid center: {shift} {rcp_space_unit}\")\n",
+ "\n",
+ " # update center for next iteration\n",
+ " current_center = peak_center\n",
+ "\n",
+ " # optionally refine lattice parameter based on peak position\n",
+ " # the magnitude of the q-vector should match 2π/d_spacing\n",
+ " q_magnitude = np.linalg.norm(peak_center)\n",
+ " theoretical_q = np.linalg.norm(hkl) / current_lattice\n",
+ "\n",
+ " # refine lattice parameter\n",
+ " lattice_correction = theoretical_q / q_magnitude\n",
+ " current_lattice *= lattice_correction\n",
+ " current_center = [c / lattice_correction for c in current_center]\n",
+ "\n",
+ " print(f\"Refined lattice parameter: {current_lattice:.4f} {unit}\")\n",
+ " print(f\"Shift magnitude: {np.linalg.norm(shift):.6f} {rcp_space_unit}\")\n",
+ " print(\"-\" * 50)\n",
+ "\n",
+ " # check convergence\n",
+ " if (\n",
+ " np.linalg.norm(shift) < dq[0] * 0.1\n",
+ " ): # Converged if shift < 10% of pixel size\n",
+ " print(\"Converged!\")\n",
+ " break\n",
+ "\n",
+ " return q_grid, scattered_amp, current_lattice"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "d48ecec8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Refinement iteration 1\n",
+ "Current lattice parameter: 3.9200\n",
+ "Current center: [[2.12415120e-17]\n",
+ " [2.83220159e-17]\n",
+ " [4.41849696e-01]]\n",
+ "Deleting GPUThreads object\n",
+ "Found peak center at: (np.float64(-1.8581580517817137e-05), np.float64(0.005146516131630744), np.float64(0.4947502238934938))\n",
+ "Shift from grid center: [np.float64(0.0002939184194821998), np.float64(0.005459016131630716), np.float64(0.05321302808510697)] 1/angstrom\n",
+ "Refined lattice parameter: 3.5007 angstrom\n",
+ "Shift magnitude: 0.053493 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 2\n",
+ "Current lattice parameter: 3.5007\n",
+ "Current center: [np.float64(-2.080738900009318e-05), np.float64(0.005762995405230226), np.float64(0.5540142484953944)]\n",
+ "Found peak center at: (np.float64(-1.8335165783931477e-05), np.float64(8.50531594614341e-06), np.float64(0.5127366779740964))\n",
+ "Shift from grid center: [np.float64(0.0003149722232161479), np.float64(-0.005441990089284082), np.float64(-0.04096507052129772)] 1/angstrom\n",
+ "Refined lattice parameter: 3.3781 angstrom\n",
+ "Shift magnitude: 0.041326 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 3\n",
+ "Current lattice parameter: 3.3781\n",
+ "Current center: [np.float64(-1.900070570935571e-05), np.float64(8.814046579245548e-06), np.float64(0.5313482757334256)]\n",
+ "Found peak center at: (np.float64(-1.1200587388504994e-05), np.float64(-2.032716261439742e-05), np.float64(0.5124706384160569))\n",
+ "Shift from grid center: [np.float64(0.00032030011832086676), np.float64(0.00028335879080635746), np.float64(-0.01856513731736853)] 1/angstrom\n",
+ "Refined lattice parameter: 3.3798 angstrom\n",
+ "Shift magnitude: 0.018570 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 4\n",
+ "Current lattice parameter: 3.3798\n",
+ "Current center: [np.float64(-1.119477583255444e-05), np.float64(-2.0316615627998222e-05), np.float64(0.5122047370231329)]\n",
+ "Found peak center at: (np.float64(-2.5021208342076816e-05), np.float64(-5.565354998960963e-07), np.float64(0.5123352582627855))\n",
+ "Shift from grid center: [np.float64(0.00029867356749042754), np.float64(0.0003322600801281023), np.float64(0.0004430212396528965)] 1/angstrom\n",
+ "Refined lattice parameter: 3.3807 angstrom\n",
+ "Shift magnitude: 0.000629 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 5\n",
+ "Current lattice parameter: 3.3807\n",
+ "Current center: [np.float64(-2.5014598455348877e-05), np.float64(-5.563884791541682e-07), np.float64(0.5121999139589634)]\n",
+ "Found peak center at: (np.float64(-2.5133052751588384e-05), np.float64(-1.5772222449424355e-07), np.float64(0.5123348560127323))\n",
+ "Shift from grid center: [np.float64(0.00031238154570375164), np.float64(0.00031289866625466145), np.float64(0.0004474420537685653)] 1/angstrom\n",
+ "Refined lattice parameter: 3.3807 angstrom\n",
+ "Shift magnitude: 0.000629 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 6\n",
+ "Current lattice parameter: 3.3807\n",
+ "Current center: [np.float64(-2.51330330191163e-05), np.float64(-1.5772210066330973e-07), np.float64(0.5123344537681923)]\n",
+ "Found peak center at: (np.float64(-2.494208184682681e-05), np.float64(-2.567958385108661e-07), np.float64(0.5123356639597642))\n",
+ "Shift from grid center: [np.float64(0.00031269095117224764), np.float64(0.00031240092626215287), np.float64(0.00031371019157222513)] 1/angstrom\n",
+ "Refined lattice parameter: 3.3807 angstrom\n",
+ "Shift magnitude: 0.000542 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 7\n",
+ "Current lattice parameter: 3.3807\n",
+ "Current center: [np.float64(-2.494212117979223e-05), np.float64(-2.567962434707206e-07), np.float64(0.5123364718987757)]\n",
+ "Found peak center at: (np.float64(-2.4937371725656423e-05), np.float64(-2.598256784019356e-07), np.float64(0.5123357065588461))\n",
+ "Shift from grid center: [np.float64(0.0003125047494541279), np.float64(0.0003124969705650689), np.float64(0.00031173466007061723)] 1/angstrom\n",
+ "Refined lattice parameter: 3.3807 angstrom\n",
+ "Shift magnitude: 0.000541 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 8\n",
+ "Current lattice parameter: 3.3807\n",
+ "Current center: [np.float64(-2.4937373799108523e-05), np.float64(-2.5982570000549935e-07), np.float64(0.5123357491577036)]\n",
+ "Found peak center at: (np.float64(-2.4938405659786264e-05), np.float64(-2.602206422522529e-07), np.float64(0.5123357114332401))\n",
+ "Shift from grid center: [np.float64(0.00031249896813928416), np.float64(0.0003124996050577521), np.float64(0.0003124622755368289)] 1/angstrom\n",
+ "Refined lattice parameter: 3.3807 angstrom\n",
+ "Shift magnitude: 0.000541 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 9\n",
+ "Current lattice parameter: 3.3807\n",
+ "Current center: [np.float64(-2.493840589705428e-05), np.float64(-2.602206447280341e-07), np.float64(0.5123357163076847)]\n",
+ "Found peak center at: (np.float64(-2.4938568294139124e-05), np.float64(-2.5823215454033596e-07), np.float64(0.5123357258567074))\n",
+ "Shift from grid center: [np.float64(0.00031249983760296435), np.float64(0.0003125019884901864), np.float64(0.0003125095490229546)] 1/angstrom\n",
+ "Refined lattice parameter: 3.3807 angstrom\n",
+ "Shift magnitude: 0.000541 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 10\n",
+ "Current lattice parameter: 3.3807\n",
+ "Current center: [np.float64(-2.4938568996219398e-05), np.float64(-2.58232161810188e-07), np.float64(0.512335740280182)]\n",
+ "Found peak center at: (np.float64(-2.493825741477683e-05), np.float64(-2.5993867994474594e-07), np.float64(0.5123356744122923))\n",
+ "Shift from grid center: [np.float64(0.00031250031158143503), np.float64(0.00031249829348186704), np.float64(0.00031243413211023974)] 1/angstrom\n",
+ "Refined lattice parameter: 3.3807 angstrom\n",
+ "Shift magnitude: 0.000541 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Final refined lattice parameter: 3.3807\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "initial_lattice_guess = 3.92e-10 # Your initial guess\n",
+ "step_nb = 1600\n",
+ "q_size = (200, 200, 200)\n",
+ "\n",
+ "# Refine the q-grid\n",
+ "refined_q_grid, scattered_amp, refined_lattice = refine_q_grid(\n",
+ " positions, rotated_hkl, initial_lattice_guess, \n",
+ " q_size=q_size, \n",
+ " step_nb=step_nb, \n",
+ " max_iterations=10\n",
+ ")\n",
+ "\n",
+ "print(f\"Final refined lattice parameter: {refined_lattice:.4f}\")\n",
+ "\n",
+ "# Plot the refined result\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.abs(scattered_amp) ** 2,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in refined_q_grid],\n",
+ " convention=\"xu\",\n",
+ " show=False\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "a1d51ebc",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Elapsed time for the scattering computation: 1.6641075611114502 s\n",
+ "Spatial resolution in the direct space: 0.1570510391073699 0.1570510391073699 0.1570510391073699 nm\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid ) * .1, \"nm\"\n",
+ ")\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "6e4b52b8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "d-spacing and associated lattice parameter are: 1.9518453403861202 and 3.3806952980653295 A.\n"
+ ]
+ }
+ ],
+ "source": [
+ "q_com = find_bragg_peak_centre(\n",
+ " np.abs(scattered_amp)**2, refined_q_grid\n",
+ ")\n",
+ "d_spacing = 1 / np.linalg.norm(q_com)\n",
+ "print(\n",
+ " f\"d-spacing and associated lattice parameter are: {d_spacing} and \"\n",
+ " f\"{d_spacing * np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)} A.\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "1039c8cf",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "voxel_size = tuple(1e-1 / np.ptp(q) for q in refined_q_grid) # in nm\n",
+ "obj = fftshift(fftn(ifftshift(np.conj(scattered_amp))))\n",
+ "\n",
+ "support = cdiutils.utils.make_support(np.abs(obj), isosurface=0.75)\n",
+ "plot_params = {\n",
+ " \"support\": support, \"convention\": \"xu\", \"voxel_size\": voxel_size,\n",
+ " \"data_centre\": (0, 0, 0), \"show\": True,\n",
+ "}\n",
+ "# cdiutils.plot.plot_volume_slices(np.abs(obj))\n",
+ "cdiutils.plot.plot_volume_slices(np.abs(obj), **plot_params)\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.angle(obj), cmap=\"cet_CET_C9s_r\", vmin=-np.pi, vmax=np.pi, **plot_params\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "0b781db1",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "amplitude\n",
+ "support\n",
+ "surface\n",
+ "phase\n",
+ "displacement\n",
+ "displacement_gradient\n",
+ "het_strain\n",
+ "het_strain_with_ramp\n",
+ "het_strain_from_dspacing\n",
+ "numpy_het_strain\n",
+ "dspacing\n",
+ "lattice_parameter\n",
+ "hkl\n",
+ "g_vector\n",
+ "voxel_size\n"
+ ]
+ }
+ ],
+ "source": [
+ "obj = cdiutils.process.PostProcessor.apodize(obj)\n",
+ "struct_properties = cdiutils.process.PostProcessor.get_structural_properties(\n",
+ " obj,\n",
+ " isosurface=0.65,\n",
+ " g_vector=tuple(q * (2*np.pi) for q in q_com),\n",
+ " hkl=[1, 1, 1],\n",
+ " voxel_size=voxel_size,\n",
+ " phase_factor=1\n",
+ ")\n",
+ "for k in struct_properties:\n",
+ " print(k)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "dca132c2",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
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jR6tr165yuVwqLS21Xfejjz7S6NGjlZaWpq5du+qf/umfdPSoeds/ALg8rmZfiH/kCACtgRzRPpAjALSGaHLEsGHDlJOTE/Z1Pk6dOqVjx47pf/7nf/TEE09o8+bNuuWWWyLatrq6WseOHdPu3bs1b9487dq1q8m2dXV1kiSv19tku9TUM21u3nnnnWBs586duuKKK9SxY8cm6w4bNkyS9N5770V9bpGIu0cFjx07pkceeUSXXHKJvvzlL+v111+3Xe/gwYPKz89Xp06d9LOf/UwnT57U448/rvfff187duxQUlLSxR04gLjmcoV//pxZbNsGcgSA1kCOaB/IEQBaQzzkiDlz5mjZsmWSJLfbrXHjxmnJkiURbTthwgS98sorkqSkpCQVFxerpKQkuLx///6SpK1bt+rSSy8Nxs/eiXXo0KFgrKKiQtnZZi/ns7Hy8vJoTiticVe4ys7OVkVFhbKysvT222/r2muvtV3vZz/7mU6dOqV33nlHl1xyiaQzVb5bb71VpaWlYZ/1BOA8zf1izq/pbQM5AkBrIEe0D+QIAK0hmhyxY8cO28LOhZo9e7aKiopUXl6u9evXy+/3q76+PqJt58+frzlz5ujAgQNasWKF6uvrm8wWWFBQoD59+uj+++9Xamqq8vLytH37dj300ENKSEiQz+cLruvz+ZScbE5ak5KSElzeGuKucJWcnKysrKxm19u4caO+8Y1vBJONJI0cOVJXXHGF1q9fT8Jp57I+MafwvPza641Y0pWXGDG/3zJinT4zj+H2X2nEGlLMi4Onwf6fkafBnJUQscOXkvaBHOEM1/e/x4il9S2wWVPy9DWv1RWDThmx6p6fmtumVhsxv8ecZbYhuasR83UJ2I3GdoyIf+SI9oEcAaA1RJMjsrOz1bt37xYfw4ABAzRgwABJZ5qhjxo1SmPHjtX27dvlauaWr8GDBwf/e/LkyRoyZEhwZkDpTNFp06ZNmjBhgm6//XZJZ66nv/jFL/TYY48pLS0tuL3X6w0+Wniu2tra4PLWEHeFq0gcOnRIR44c0dChQ41lw4YN0+9///uI99Vcc7SKioqoxwcg/rjcbrk8odv6udxmQRNtEzkCQLTIEc5BjgAQrXjMEUVFRSouLlZZWVnwUb9IJCUlqbCwUPPnz5fP5wsWmgYNGqRdu3bpww8/1IkTJzRw4EB5vV7dd999uummm4LbZ2dnN3l08Kyz17uePXte4JnZa5OFq7NvSqhnKz///HPV1dXZ3sL2RefbHA1A2+JKcsudFCbhJPGlpL0gRwCIFjnCOcgRAKIVjzni7CN5VVVV57WtZVmqqalpcoeUy+XSoEGDgv//+9//XoFAQCNHjgzGBg8erNdee03V1dVNGrRv3749uLw1xN2sgpE4+4cUi2crAbRNLnczs4GEabiItoUcASBa5AjnIEcAiFYsc8SRI0eMWENDg1auXCmv16uBAwdKOlOU3717txoaGsJuW1lZqY0bNyonJ0eZmZkhj+vz+VRSUqLs7Gx961vfCsaLiork9/v17LPPBmN1dXVavny5hg8f3moF/TZ5x9XZqmBLPFt54MCBsMsrKiqCUzsCaLvOJJYwv5R47PrVoC0iRwCIFjnCOcgRAKIVyxxRXFys6upq5efnq1evXjp8+LBWr16t3bt3a9GiRcH+U3PnztWKFSu0Z88e9e3bV5I0ZswY9e7dW8OHD1dmZqb279+v5cuXq7y8XOvWrWtynAkTJqhnz54aOHCgqqur9etf/1qffvqpNm3apPT09OB6w4cP1/jx4zV37lwdOXJE/fr104oVK7R3714999xzrfY+tMnC1dlbe+2eG6+oqFDXrl0jur1XUqs0TkPLesD6JyPWtftII/bJTeYFI+uDa4xY5ocpRiz1vaNmrM7m17ZEm+mRu3YxY5IaMplKOZ7QeNc5yBFty9e/v8+IdbhqghHz9B9su/1nw81/u0cv/diIuZJPG7FAo83fA3+iETrV7bARO9ChxohllVUascNXXGceA3GHHOEc5AgA0Ypljpg4caKee+45LV26VMePH1d6erry8vK0YMECFRYWht32zjvv1Nq1a/XEE0+osrJSXbp00XXXXac1a9ZoxIgRTdYdOnSoli9frmXLlsnr9WrEiBFas2aN7aN/K1euVElJiZ5//nmdOHFCV199tX73u98pPz+/JU+9iTb5qGCvXr2UkZGht99+21i2Y8eOVnuuEkAb5nZJnjAvHgNpN8gRAKIWwxzxwQcfaPz48crNzVVqaqq6d++u/Px8vfTSS81uu2XLFhUWFionJ0cpKSnKysrS6NGjtXWrOftyQ0ODfvKTnyg3N1fJycnKzc3Vo48+2mRKdCcgRwCIWgxzxKRJk/Tqq6/q8OHDamho0Oeff65XX33VKFqVlpbKsqzg3VaSNHPmTL3xxhs6evSoGhoadOTIEb344otG0UqSHnzwQX300Ufy+Xz6/PPP9dvf/jbk9TAlJUULFy5URUWFamtrtWPHDn39619vydM2tMnClSTdfvvt+t3vftfkFt0//elPKisr0/jx42M4MgDxKOxz6c38ioK2hxwBIBqxzBH79u1TTU2NpkyZoqeeekolJSWSpMLCwiY9ROyUlZXJ7Xbr7rvv1i9/+Uvdf//9Onz4sPLz8/Xyyy83WXfy5Mn6yU9+oq997Wt66qmnlJ+fr5KSEs2YMaPVzi1ekSMARIPvEbEXl48KLlmyRJWVlSovL5ckvfTSS8HpZu+55x516tRJ8+bN029+8xvdfPPN+sEPfqCTJ09q4cKFuuqqq/Td7343lsMHEIdcnmamsQ2zDPGFHAGgpcUyRxQUFKigoKBJbNasWcrLy9PixYs1ffr0kNtOmzZN06ZNaxKbMWOGcnNz9eSTT2r06NGSpLfeekvr169XSUmJHnnkEUnS3Xffre7du2vx4sWaNWuWrr766hY+s9ggRwBoaXyPiL24LFw9/vjj2rfv/3pevPDCC3rhhRcknfm1qFOnTsrJydH/+3//Tz/84Q/14x//WElJSfqHf/gHLVq0KOLn0gE4yNlbfMMtR5tAjgDQ4uIsR3g8HuXk5Oitt96KetvU1FRlZGSosrIyGHvjjTcknXnk5FyTJk3SokWLtG7dunZTuCJHAGhxcZYjnCguC1d79+6NaL1BgwbplVdead3B4KL598DNtvHOrs5GbGj6TiP2ep3ZJL0utdbcod9smh74zGwOXH/QPEag4ZQRS+6VZx5DUuLlXzZiX5/rMWKv/LyT7fZoWa4kt1xJ5vv/f8uZMaqtIEe0XSOfMP+dufqZ0ybXfDXbiB3tbTZIl6TTmeasXp7U6ojG4683G7Er0cwbnrTjRqxDygkjVtdozkR26ZGNtsfek3l7BCPExRJNjrBr6v1F59O0+9SpU/L5fKqqqtKLL76ozZs3a+LEiRFtW11drfr6eh07dkwrV67Url27NG/evODyszPofXG2vNTUVEnSO++8E/V44xU5AkBL43tE7MVl4QoAWprL3cxsIPxSAgCOFU2OGDZsWLP7sywr6jHMmTNHy5YtkyS53W6NGzdOS5YsiWjbCRMmBIswSUlJKi4uDvbKkqT+/ftLkrZu3apLL700GD97J9ahQ4eiHi8AOAXfI2KPwhUAZ/A0c4svTRUBwLniIEfMnj1bRUVFKi8v1/r16+X3+1VfXx/RtvPnz9ecOXN04MABrVixQvX19U1mCywoKFCfPn10//33KzU1VXl5edq+fbseeughJSQkyOfztdZpAUDbFwc5wukoXAFwBJoqAgBCiSZH7NixQ9nZ5uOsF2rAgAEaMGCAJOmOO+7QqFGjNHbsWG3fvl0uV/gvRedOWT558mQNGTJEU6dO1YYNGySdmbp806ZNmjBhgm6//cxjqsnJyfrFL36hxx57TGlpaS1+PgDQXvA9IvYoXAFwBpoqAgBCiSJHZGdnn1cPq2gVFRWpuLhYZWVlwUf9IpGUlKTCwkLNnz9fPp8v2Ndq0KBB2rVrlz788EOdOHFCAwcOlNfr1X333aebbrqptU4DANo+vkfEHIUrxA2P7JvapcpslNuo0M3xztWQXGfE/OlmM15Pqtkg3eUxm7ir1mzG23j8U/uDe8x/Xq5Es3GvNNR+e7QsbvEFLqpBf/jciHmuMK+Ln/cym6v7u3xmxJJS7Buud/BE9ihVo83EHC6XmXc8ngYj1jHZPJduSWbD9kbLzE2f1drfmdPzoNkUurz3123XxUUQhzni7ON7VVVV57WtZVmqqalp0pDd5XJp0KBBwf///e9/r0AgoJEjR174gAGgvYrDHOE03NMGwBnOJpxwLwCAM8UwRxw5csSINTQ0aOXKlfJ6vRo4cKCkM7MZ7t69Ww0NDWG3rays1MaNG5WTk6PMzMyQx/X5fCopKVF2dra+9a1vtcCZAEA7xfeImOOOKwDO4HKFv423mf4hAIB2LIY5ori4WNXV1crPz1evXr10+PBhrV69Wrt379aiRYuC/afmzp2rFStWaM+ePerbt68kacyYMerdu7eGDx+uzMxM7d+/X8uXL1d5ebnWrVvX5DgTJkxQz549NXDgQFVXV+vXv/61Pv30U23atEnp6emtdn4A0ObxPSLmKFwBcAaPSwrXOJFfSgDAuWKYIyZOnKjnnntOS5cu1fHjx5Wenq68vDwtWLBAhYWFYbe98847tXbtWj3xxBOqrKxUly5ddN1112nNmjUaMWJEk3WHDh2q5cuXa9myZfJ6vRoxYoTWrFnTpLE7AMAG3yNijsIVAGdIdEtJYRJOIk9OA4BjxTBHTJo0SZMmTWp2vdLSUpWWljaJzZw5UzNnzozoOA8++KAefPDB8xkiADgb3yNijsIV4obHsmzjfpfZ7LY2kGzE7Jrs1nWoMWK+LuZ66T3N2YGSGoYYscYj/2PEArX2TVPr9m83Yg2fl9msSXP2i4KmikCrsWs0HuhrTnqR1NHsx9Ml5ZgR65RYacQSXH7bY9dZZj442ZBmxBrcZnN2d5K5zyS32ew9yaYBvN1x620awCfa7E+SOnc4bMTuDdxlxP4/93O226OFkSMAAKGQI2KOwhUAZ3A382w609gCgHORIwAAoZAjYo7CFQBHsDwuWWF+DQm3DADQvpEjAAChkCNij8IVAGdgNhAAQCjkCABAKOSImKNwBcAR+KUEABAKOQIAEAo5IvYoXCHu1SnRiDXKbNieYNM893TKKSN2sqsZS8lON2KJDX3MY9iMr+Hwbpuo1PjZe0as7sSHtuviInD/7yvccgDNmm8VGrEru91gxDpkmtfaBJnN0EM1Xf+iRsu87kvSqUCqEUt21UW8fSTjibQRu9/mGJem7rU9ztVJHxuxHB01Yk9bXzdi97jMZvi4QOQIAEAo5IiYo3AFwBEsT/hfQyL8TgsAaIfIEQCAUMgRsUfhCoAjWB63rITQP4dYHn4qAQCnIkcAAEIhR8QehSsAjmC5z7zCLQcAOBM5AgAQCjki9ihcAXAEEg4AIBRyBAAgFHJE7FG4Qkz88dS1Riwx2Wx0K9k3Yvdb5l9dt01DXSux1oid7lhjxHxdzea+Cac7GTHX6QzzuJUVRkySPN5uRiwxLcd2XbQ+y93MbCDhprgFHKrh5euM2PAbzWttbsqLRuyQx7yGlqu7EasKpBmxWptm6I0u+wYSds3UG92nzZhNLrFjl188AfMYHjUasa6JJ4zY8MRdtse5qr7ciCValhHbnWzmkjsaZxuxlQlP2h4HkSFHALE38MQKI9Y16bgR+/th83tEx4P9bPeZWmVOwGQn4AlEtJ7bb1Yo3AEz5mkwc05irZlfUqrsKx6JFSeNmLXv70as8fh+czwpHc1Yt15G7A//foXtsWEiR8QehSsAjsAvJQCAUMgRAIBQyBGxR+EKgDM0k3CYxhYAHIwcAQAIhRwRc7zFABzh7C8l4V6t5YMPPtD48eOVm5ur1NRUde/eXfn5+XrppZea3XbLli0qLCxUTk6OUlJSlJWVpdGjR2vr1q3Gug0NDfrJT36i3NxcJScnKzc3V48++qgaG81HmgAA/yeWOQIAEN/IEbHHHVcAHCHgkmxaEDRZ3lr27dunmpoaTZkyRT179tTp06e1ceNGFRYWatmyZZo+fXrIbcvKyuR2u3X33XcrKytLJ06c0KpVq5Sfn69NmzZp9OjRwXUnT56s3/zmN7rzzjs1dOhQ/fWvf1VJSYn279+vZ599tvVOEADauFjmCABAfCNHxB6FK8REVZLZsLDWbf/XsVZm0/ZGK7Imu3KbjRb9CQ1GrC613oilpniNWEKq2cTdnZ5pe+jE7v2NmKdDD9t10fpi+Wx6QUGBCgoKmsRmzZqlvLw8LV68OGzhatq0aZo2bVqT2IwZM5Sbm6snn3wyWLh66623tH79epWUlOiRRx6RJN19993q3r27Fi9erFmzZunqq69u4TNDe9L4qNnYNqFXByN23U6zmfrHA8xraENXcyKM0+4UI1bnsrnG2308MfuWnxmjTXN22XyAjLQ5e23AbAzv8Zh3LXZLMBux9/Z8ZsS6yGywK0mnPOY52uXBapl/Bt3dlUbsaevrRuwe1yu2x4aJ/iVAy/jkwHAjVp9oXsD/u3uiERvZaYAR23rSbMRup9Hm830oyT4z7yTWmjnC02DTiN3mMHYxl988Z3ed+b3EVWtOJCVJqqsz103vasQSUswc4Uq1aUjftbMRunmpOcaT3c18/tZ4My86DTki9niLATiCP6H518Xk8XiUk5OjysrKqLdNTU1VRkZGk23feOMNSdKkSZOarDtp0iRZlqV169ZdyHABoF2LtxwBAIgf5IjY4y0G4AiWO/wtvuf+UlJRUdHs/nr37h31GE6dOiWfz6eqqiq9+OKL2rx5syZOnBjRttXV1aqvr9exY8e0cuVK7dq1S/PmzQsur/vfX+a83qZ3Cqb+712C77zzTtTjBQCniCZHAACchRwRexSuADiC5bJkuUM8a/S/y88aNmxY8/uzQu8rlDlz5mjZsmWSJLfbrXHjxmnJkiURbTthwgS98sqZx36SkpJUXFyskpKS4PL+/c88mrp161ZdeumlwfjZO7EOHToU9XgBwCmiyREAAGchR8QehSsAjhBo5peScMtayuzZs1VUVKTy8nKtX79efr9f9fVmLwE78+fP15w5c3TgwAGtWLFC9fX1TWYLLCgoUJ8+fXT//fcrNTVVeXl52r59ux566CElJCTI5/O11mkBQJsXDzkCABCfyBGxR+EKMVGe0MmIVctsfC5JpyyzSfqFCHjMRr4BmybuAbNnpJRqjsXdLcv2OIlJNo0M/WaDX1wc0SScHTt2KDs7u8XHMGDAAA0YcKbx6B133KFRo0Zp7Nix2r59u1yu8NORDB48OPjfkydP1pAhQzR16lRt2LBBkpSSkqJNmzZpwoQJuv322yVJycnJ+sUvfqHHHntMaWlmQ23gXO6+Ns1cG2wayQZsGs6aqynRMoMemdffBNuYea2MtLl6KHbHsdunXbP3FJfZJDfNddqIJbvMQvRRmflOkg54MoxYnWU2DO4gs+jcz2XeQdkpYFOcvrC3zFH4UgJEz//zy41Yn2HmtW1Pf/Oa3uAyL1CH/d2N2Oe15v7cPjNfJfvsv0fYNWL3Vpof8hNP2uS2GpvG6XU2PzjaNVj32yTGaHhsLjodbBqxJ3Y210s0v+JbiTb57rR5zumfme/XrYvMc3l1jrMuiuSI2KNwBcARAm5LgTC3+J67LDs7+7x6WEWrqKhIxcXFKisrCz7qF4mkpCQVFhZq/vz58vl8wb5WgwYN0q5du/Thhx/qxIkTGjhwoLxer+677z7ddNNNrXUaANDmRZMjAADOQo6IPQpXABzBcjXTVDH8DU+t4uzje1VVVee1rWVZqqmpadKQ3eVyadCgQcH///3vf69AIKCRI0de+IABoJ2KxxwBAIgP5IjY46Y2AI5w9peScK/WcuTIESPW0NCglStXyuv1auDAgZLOzGa4e/duNTQ0hN22srJSGzduVE5OjjIzM0Me1+fzqaSkRNnZ2frWt77VAmcCAO1TLHMEACC+kSNijzuuADhCo+fMK9zy1lJcXKzq6mrl5+erV69eOnz4sFavXq3du3dr0aJFwf5Tc+fO1YoVK7Rnzx717dtXkjRmzBj17t1bw4cPV2Zmpvbv36/ly5ervLxc69ata3KcCRMmqGfPnho4cKCqq6v161//Wp9++qk2bdqk9HSb/kUAAEmxzREAgPhGjog9ClcAHOFMU8Vwz6a33rEnTpyo5557TkuXLtXx48eVnp6uvLw8LViwQIWFhWG3vfPOO7V27Vo98cQTqqysVJcuXXTddddpzZo1GjFiRJN1hw4dquXLl2vZsmXyer0aMWKE1qxZ06SxOwDAFMscAQCIb+SI2KNwhZjwyJydItSMUbU2syzZCVg229tcRTwN5kwibpv17GYVtFLNsbi6drEdj6uTzUxSdjOE4KKI5bPpkyZN0qRJk5pdr7S0VKWlpU1iM2fO1MyZMyM6zoMPPqgHH3zwfIYIaO8I8/pmN1tgZVqDETtiTnSkWpf5ESPB5tpvNxNfrcyx2M0KKEWeIxqt8//IE+rYX1RlmbN3HrfLTZIabT6C2c1e2FPHjFgXvzmjYVatzYyGe28wYhlf2mY7HqejfwkQ3v/rZ17Lrr62oxHrlGNeB9N7pxixFMucaTDBZcb8Nh/IPfXm/hLr7HNB0imbXGQzm567ymZm1spqI2SdrjHXqz1le2xDojluV4r9bIhKsblT3mZ2cyvFfH+sRPNi5vLbnPNpM5+7D1YaMf+BMpsBjrCJtV/kiNijcAXAEQIuSwFXmF9KwiwDALRv5AgAQCjkiNijcAXAEfzuM69wywEAzkSOAACEQo6IPQpXABzhzLPp4ZcDAJyJHAEACIUcEXsUrgA4gtXMLb4Wt/gCgGORIwAAoZAjYo/CFWLi0roqI9Yp0aYpoqQql9nksdpvNoOsqze7A7vrzFhCo01zdr/ZUc9u5ojGVJtmhyGaKto1d29M5qIWK9ziC4T38iXmdfWEzOuvx6ZReQeZTcUjZdf4PNJm6JJ90/VGm4booSYAieTYjS5z21orOaJtQ7FrxN7D9bkR62yZTX87N5oNdXtWmnks/bh53MCiAUbMPWd3qGE6BjkCCK/sqPkZtsen5kQR6f9jNjTv0sf8rNwz27wG9ko/YsRSk8z91SSY18BouBtsPo83mI3h1WBOemHXiN1qsMmBbjM3uVJs8lAHm9lNJFmdzPzb2Mn8cuE3+73bfodJOmlexBJO1Jr7s2nEXvv3P9mM0FnN2ckRscdbDMARApICrjCvWA8QABAz5AgAQCixzBEffPCBxo8fr9zcXKWmpqp79+7Kz8/XSy+91Oy2W7ZsUWFhoXJycpSSkqKsrCyNHj1aW7duNdYNBAJ65plnNHjwYKWlpalHjx4aM2aMtm1rOhvx66+/LpfLZfv661//2mLn/UXccQXAERo9UkOYGy4aI7sZAwDQDpEjAAChxDJH7Nu3TzU1NZoyZYp69uyp06dPa+PGjSosLNSyZcs0ffr0kNuWlZXJ7Xbr7rvvVlZWlk6cOKFVq1YpPz9fmzZt0ujRo4PrPvDAA1q8eLEmT56sGTNmqLKyUsuWLdNNN92krVu3atiwYU32fe+99+raa69tEuvXr1/Lnvw5KFwBcAS/68wr3HIAgDORIwAAocQyRxQUFKigoKBJbNasWcrLy9PixYvDFq6mTZumadOmNYnNmDFDubm5evLJJ4OFq8bGRi1dulRFRUV6/vnng+uevdNr9erVRuFqxIgRKioqutDTixiPCgJwhLOzgYR7AQCciRwBAAgl3nKEx+NRTk6OKisro942NTVVGRkZTbZtaGiQz+dTjx49mqybmZkpt9str9dru6+amho1Ntr0h2sF3HGFmEhpNJsGpnjs/9LXepKM2Im6rkas0Wc2Fk6qNRseehpsuqbb8CeaY7TSzZjdepLkSzMbHvrSzCaWUmZE48GFCTTzS0mAX9PhcOt9o4xYTWO6EeucWGnELkvaZ8R6uY8asWial0fKrhF7nU3j9NqATTN1l5l3/C6bMdo0r0hxm8147c6vs6vG3FhSpk0j9h6WOXFJRoM5ccklleb+eh0wc1vyJ+axG46a+zvxDfPPucfv7MfdXpEjgPAO+Mx/BMc+N6+hvfaazdQ7VHQ2Yj36ml9DL7Fpzt492YxV2sw8cbqj+d1AkjpUmY3hA4lmlcGTaPO1ONH8DqIU87uFK9HskO5KMnOOOnU2QlZX8/uLJNV1N3PbqS7md4v6FLNRfVKtmQ8ST9t0ca8xr/P+43vMmM9mpg+HiSZHVFRUNLu/3r17Rz2GU6dOyefzqaqqSi+++KI2b96siRMnRrRtdXW16uvrdezYMa1cuVK7du3SvHnzgsu9Xq+GDx+u0tJSXX/99RoxYoQqKyv105/+VF26dLG9q+u73/2uTp48KY/HoxEjRmjhwoUaOnRo1OcVKQpXABzhbPPEcMsBAM5EjgAAhBJNjvjiI3V2LCv6mebnzJmjZcuWSZLcbrfGjRunJUuWRLTthAkT9Morr0iSkpKSVFxcrJKSkibrrFq1ShMnTtTkyZODsdzcXG3dulW5ubnBWFJSkm6//XYVFBSoe/fu+vDDD/X4449rxIgR2rZtm6655pqozy0SFK4AOIJfLvldoTOOX3wrAQCnIkcAAEKJhxwxe/ZsFRUVqby8XOvXr5ff71d9fX1E286fP19z5szRgQMHtGLFCtXX1xuP+KWnp2vQoEG6/vrrdcstt+jw4cOaP3++brvtNr3xxhvq3r27JOmGG27QDTfcENyusLBQRUVFuvrqqzV37ly9/PLLLXfS56BwBcAR+DUdABAKOQIAEEo0OWLHjh3Kzs5u8TEMGDBAAwYMkCTdcccdGjVqlMaOHavt27fLFaaoJkmDBw8O/vfkyZM1ZMgQTZ06VRs2bJB0pjn7yJEj9dWvflVPP/10cN2RI0dq0KBBWrhwoRYsWBBy//369dM3v/lNvfDCC/L7/fJ4Wn6axTbdarKurk4/+tGP1LNnz+Bzma+++mqshwUgDgVcZ34pCfUKNHPBR9tDjgAQKXKE85AjAEQqmhyRnZ2t3r17h321hKKiIr311lsqKyuLarukpCQVFhbqhRdekM93pu/lli1btGvXLhUWFjZZ9/LLL9eVV16prVu3NrvfnJwc1dfX69SpU1GNJ1Jt+o6rs1XC2bNn6/LLL1dpaakKCgr02muv6cYbb4z18BDGtg7mP9j/Cdj/I3635mojVnWyhxHznOpsxJJ8ZkNGT4P51z7gMZ8zbkgxG05abrNDry/dbHQrSSc7nzBi9R3NZrw0Z784mOrcecgR0fn42GAj5kkwb0H3dzB/ReuWYF7vOrlPGrE02V8vv+hCm7jbNWz3RxhrtGnO7rGZPMRujN3clUasp47ZjjHLbzYwzqo13++elebFqechs/Fu6l7zvfUfMj88nj5gNuOtPXVxZgSKZ+QI5yFHRMdv05KntsEM+o6bE1d0OGYTO202Pu8aMK9ZlyQfMmIV6eZ3htNdOpsDlHSq2px8Ium0GXPXmc3UXf40M5YU2SRPSjb3F+hqNnb3dbfvdVTd3eZanWa+PwGb7yaSzfk1mOOxKs1JVOqP7TZijafMPwOniccccbboVFVlTuwSybaWZammpkZer1efffaZJMnvNz/bNDQ0RDRz4KeffqqUlBSlpZn/blpCm73jaseOHVq7dq1+/vOfa+HChZo+fbr+/Oc/q0+fPnrwwQdjPTwAcabR7VKD2x3y1ejmW0l7Qo4AEA1yhLOQIwBEI5Y54sgRc2bNhoYGrVy5Ul6vVwMHDpR0ZjbD3bt3q6GhIey2lZWV2rhxo3JycpSZeeYGiiuuuEKStHbt2ibrvvvuu/r444+bNFw/etQseP7tb3/Tiy++qFGjRsntbp0SU5u942rDhg3yeDxNpmZMSUnRXXfdpXnz5unAgQPKycmJ4QgBxBO/XGEbJ9J4t30hRwCIBjnCWcgRAKIRyxxRXFys6upq5efnq1evXjp8+LBWr16t3bt3a9GiRcE7nObOnasVK1Zoz5496tu3ryRpzJgx6t27t4YPH67MzEzt379fy5cvV3l5udatWxc8Rl5enm699VatWLFC1dXVGjVqlCoqKvT000/L6/Vq9uzZwXUnTpwor9erG264QZmZmfrwww/17LPPKjU1VfPnz2+196HNFq527typK664Qh07dmwSPzv95HvvvRdRwjl48GDY5RUVFec/SABxI9BMjxL6l7Qv5AgA0SBHOAs5AkA0YpkjJk6cqOeee05Lly7V8ePHlZ6erry8PC1YsMDoSfVFd955p9auXasnnnhClZWV6tKli6677jqtWbNGI0aMaLLub3/7Wz3++ONau3atXn75ZSUlJWnEiBH66U9/qv79+wfXu+2227R69WotXrxY1dXVysjI0Lhx4/Twww+rX79+rfIeSG24cFVRUWHbrf9srLy8PKL98GsK4Ax+ueUP83R0uGVoe8gRAKJBjnAWcgSAaMQyR0yaNEmTJk1qdr3S0lKVlpY2ic2cOVMzZ86M6Dher1clJSUqKSkJu969996re++9N6J9tqQ2W7jy+XxKtml6l5KSElyO+LVk/z1m0Gc2EpQkBcwLgac+xYglnTK3T7RptGinMdFsOFefbDbJbbCJ+TraN8Sr73LYiCWnHbdZ89rmB4gLdnY2kHDL0X6QI6JnNZjX1cQUs4F458RKI5biMhvvRipF5nW10WU2TU+R/TESXOYkHBciwWXmgxSXOcbuNo3Ye8hsUm/XhF2SevrM8+lZaZ53Vrn5Ua3DvlojZh0wm/Y2fm6uV19jnt/pkxfWDL89IEc4Czkieqk2ExlldDavWYk2E3i4POa/H4/NZSe9scGI9Uky71rb7zXvdPu0cydzh5JqajobsaRas8G6y2+TAxPNZuouv5lzLJvza0gzY6e6mrnkZBezCbsknbb5fhFIMN8fd6N5Lm6/+V64T5vXfn+l+d7Wn7Bpzu4z+yQ5DTki9tps4crr9aquzvzQV1tbG1weiQMHDoRdXlFREbxtGEDbFZBbgTC/hoRbhraHHAEgGuQIZyFHAIgGOSL22mzhKjs7W4cO2UyP+r/Pkvfs2TOi/fTubU6nCqD9OTONbZimivxQ0q6QIwBEI5Y54oMPPtC//uu/6p133tHhw4eVmpqqgQMH6oEHHtDYsWPDbrtlyxY9/vjj2rlzp44eParOnTtr8ODBKikp0Ve+8pUm6wYCAT377LN65pln9Pe//10dOnTQkCFDVFJSohtuuKH1TjAOkSMARIPvEbHXZkuDgwcPVllZmaqrm96Cv3379uByADgr8L/Ppod68UtJ+0KOABCNWOaIffv2qaamRlOmTNFTTz0V7C9SWFioZ599Nuy2ZWVlcrvduvvuu/XLX/5S999/vw4fPqz8/Hy9/PLLTdZ94IEH9P3vf19XXXWVFi9erDlz5qisrEw33XSTduzY0WrnF4/IEQCiwfeI2Guz73BRUZH8fn+ThF5XV6fly5dr+PDhNEsE0ESdK7HZF9oPcgSAaMQyRxQUFOjll1/Www8/rO9973v6wQ9+oNdee01f/vKXtXjx4rDbTps2Tf/1X/+lhx56SHfddZfuv/9+bdu2TRkZGXryySeD6zU2Nmrp0qUqKirS888/r+nTp+vBBx/UH//4RzU2Nmr16tWtdn7xiBwBIBp8j4i9Nvuo4PDhwzV+/HjNnTtXR44cUb9+/bRixQrt3btXzz33XKyHh2Zk7BpqxNx++zpqQ4rZyDDgDpjb2zRxt1vPrsF6Q7LZwLYx2ex90JhiNr8NdKg0YpLk7WA2Ys/qYN6WjosjIFfYGT8C4h7f9oQcEb2Mbp8YsUu8Zv+WXgnmxBPd3GYT2TSZzY2TZTaWjVSdkmzjdo3ha932635RgsvsDtzBfdqIZXmOGbFM1+dGLDtQaW5ba+YcScqqMq9HmZ+ZH8tSy222LzfH2HDYzE++I+Z6dafMBr2Ivxzh8XiUk5Ojt956K+ptU1NTlZGRocrKymCsoaFBPp9PPXr0aLJuZmam3G53xD2d2gtyRPQeqjU/U++5yfx7k5ZrNga3ukR2TU5tNI/RM8n8PJ2bvN+IHUvNtN1nZTdzPJU2Dc0Dni5GLLFzZF+VG5LN6+qpjieNmN2ETg2p9hN4WInmdxNZZuP7pOpuRiyxzqb5/GkzVwZOmbkt4DfXS/Dav7dOEm85wonabOFKklauXKmSkhI9//zzOnHihK6++mr97ne/U35+fqyHBiDONMqtxjAJJ9wytE3kCACRiiZHnO2DFM759D46deqUfD6fqqqq9OKLL2rz5s2aOHFiRNtWV1ervr5ex44d08qVK7Vr1y7NmzcvuNzr9Wr48OEqLS3V9ddfrxEjRqiyslI//elP1aVLF02fPj3q8bZ15AgAkeJ7ROy16cJVSkqKFi5cqIULF8Z6KADiXEAe+WX+UnXucrQv5AgAkYomR0QyS5xlWVGPYc6cOVq2bJkkye12a9y4cVqyZElE206YMEGvvPKKJCkpKUnFxcXBXllnrVq1ShMnTtTkyZODsdzcXG3dulW5ublRj7etI0cAiBTfI2KvTReuACBSjfKoMUxSCbcMANC+xUOOmD17toqKilReXq7169fL7/ervt7+UdMvmj9/vubMmaMDBw5oxYoVqq+vV2Nj08eX0tPTNWjQIF1//fW65ZZbdPjwYc2fP1+33Xab3njjDXXv3r01TgsA2rx4yBFOR+EKgCM0ytXMLb48mw4AThVNjtixY4eys7NbfAwDBgzQgAEDJEl33HGHRo0apbFjx2r79u1yhZmGXWo6C97kyZM1ZMgQTZ06VRs2bDgz/sZGjRw5Ul/96lf19NNPB9cdOXKkBg0apIULF2rBggUtfk4A0B7wPSL2KFwhJk52rjRiHY93tV037URaRPv0pZlNDOs61hix2nTz2I02DdbdXrOpYnKSGUtLMhstSlJm8hEj1iPxqO26aH3c4guEN73TOiPmkdko1645qd16tjHLjNW7Ivsokuyyv/MkzaaZup1Gm/XSXGask9u8zveU2cA2y2821LVrxJ5Vbf9htvvnNo3Yj5nN4t3HbSYKOWo2vq8/ZubA2iqzGX5jY/SPsDlBNDkiOzv7vHpYRauoqEjFxcUqKytT//79I94uKSlJhYWFmj9/vnw+n7xer7Zs2aJdu3YZsxRefvnluvLKK7V169aWHj4c4NL/Z16L6h4wZ2SMuDl7g3l96hQwj9HDYzMBUop977m6zmYD+ZMe89ro69TZiHnqU2z3+UWRTt6U5DXzRlqiua0kBWwasftqzUbzgdPpRiyhweZa1mAzOYrHbOKe3GWAEUvs0s92jE7C94jYo3AFwBEaLY8abT4EnLscAOBM8ZgjfL4zX9irqux/IGtuW8uyVFNTI6/Xq88++0yS5PebxdGGhgbjsUIAwP+JxxzhNLS/B+AIfrmDz6fbvcJNcQsAaN9imSOOHDHv0G5oaNDKlSvl9Xo1cOBASWdmM9y9e7cazrlzwm7byspKbdy4UTk5OcrMPDON/RVXXCFJWrt2bZN13333XX388ce65pprWux8AKC94XtE7HHHFQBHqFOSEhX6VvU62dxCDQBwhFjmiOLiYlVXVys/P1+9evXS4cOHtXr1au3evVuLFi1SWtqZlglz587VihUrtGfPHvXt21eSNGbMGPXu3VvDhw9XZmam9u/fr+XLl6u8vFzr1v3f4795eXm69dZbtWLFClVXV2vUqFGqqKjQ008/La/Xq9mzZ7fa+QFAW8f3iNijcAXAEc7c4hv6ksctvgDgXLHMERMnTtRzzz2npUuX6vjx40pPT1deXp4WLFigwsLCsNveeeedWrt2rZ544glVVlaqS5cuuu6667RmzRqNGDGiybq//e1v9fjjj2vt2rV6+eWXlZSUpBEjRuinP/1pVD20AMBp+B4RexSuEBPW5W8ZsWpda7tuxsGsiPbZkGw2xfV1+tw8dtdyI9a1w2Ejlm3T5LFXorled3el7Xg6uWyauyuyaa3R8pjGFghv1KETRqyyg9lM/WiqeTt8nduM1bvMf1OBZmZGC+7PpmF7SojrZ6PLbNzbwWPG7LbvJLMpbmfLjHVrNPeXUWv2BMqoNt+HrpX2H7XSzN7C8lSbv9haVea4/SfN9QJ+888qOc08dofuZrPhjivN5vNOE8scMWnSJE2aNKnZ9UpLS1VaWtokNnPmTM2cOTOi43i9XpWUlKikpOR8hglEJHnhASNW9fZXjJjfY16zUhvMHNG50ZygokeSma8GpnxiO57MRPP6dqpTqhnzm7HKhs5GrNZvNnt3u8zecZ1sJm/KsJmkKUHmtpJ0KmCO54DHbHz/eZ25Xk0X8ztIeteORiwxZ7AR83TobsTc6WbMafgeEXsUrgA4gr+Zpop+fikBAMciRwAAQiFHxB6FKwCO0Pi/TRXDLQcAOBM5AgAQCjki9ihcAXAEv5UQ9tl0f5hlAID2jRwBAAiFHBF7vMMAHKGxmVt8aaoIAM5FjgAAhEKOiD0KV4iJazq/Y8S29exmu+6JxsSI9nmy22dGLKH7fiN2SfrfjdjV3t1G7HKX2Vwyy19txDrX209/mui3jFhtgk1j4mTbzdHC/PLIH+aS56epIhyuxxHz30enVPM6ltzNbEp+LNVsLltjc+k+7TGP4XeZt9fb/XsMNblFR5sG66k263b01xqxdL95/e5cZzYM7uizaRh80jyXjlXmuaSaPYQlSQknzDG6bGJ+n/l+u5JsjpOTbh4jw2wi7K8yGx2DHAG0pk5Dtxqx2g+vN2KZn5v/BgMu8xro72g2XM/2VNoeO0Xm9skyr/N1ieZ19TOveV09qk5GrFZJRixN5qQedo5b5v4k6Vigsxk0L+lSV5ttrzBjlmeQEeuRNsCIJe42z/mVJb1tDuws5IjYo3AFwBHqAolyB8wPFucuBwA4EzkCABAKOSL2KFwBcAS/EtQY9pcSLocA4FTkCABAKOSI2OMdBuAIfssTdqpaprEFAOciRwAAQiFHxB6FKwCO4LfcYRsn+i2msQUApyJHAABCIUfEHoUrAI7gV0LYqWq5xRcAnIscAQAIhRwRe7zDiIm+CeVGrCLzv23XPdzheET7zEz+3IhdkWrOIDgk4SMjdnnjESPW+6Q5C0nXk2alvWONffXdHTBnoTrVwZx5S5fabo4W1mh55GEaWyCkzkO2GbHyj81Zn9zmZEyyudyp1m3+m6pym1MinY5watUeVpVtvFuDOVtg1zrzWms3M2DH0+YvpF6f2WA1tcZcL+m0OeOi55R5XHeN/cyzrmozbp00Y+40czyeS9KMWGNmirk/mxkSE7+5w3Y8TkeOAC6uHgPfNGLH//sGI9bLZsbb5EbzWut32c+YanedT6o3/z3X2HxG79q50ohlJ9XYHueLUgLm9ffzRLO593GX/ayClQFzdr9kt3mOAzp8bMRe6DLF3OFlNgcZZXdkZhC0Q46IPQpXABwhYLnDPn8e4BZfAHAscgQAIBRyROxRuALgCH6rmVt8wywDALRv5AgAQCjkiNjjHQbgCP5mfimhqSIAOBc5AgAQCjki9ihcAXCExkCSXAGzt8C5ywEAzkSOAACEQo6IPQpXiIl+rkNGrH/qAdt1/amRVbC9Vr0R69xoNjHsWWk2Xc/+3Pyn0OWY2TA4udpstJhQZd94105irs1FjebsF4XfcsvNLyVAVE6lmte897qbDdbtmq5/LrOx7EmZ66XIvHb31jEj1vf0adsx9jlu/tvtety81qaeMLd1+2yaqZ82x6N6831wBczm7PLbxELx2HS075lqhBqyzKbrn11ijiepwdxf1gAasUeKHAHEXrerzUlC7PRo5XGc1f8iHOM7oRZQB4kr5IjYo3AFwBEClkeBQLimiswGAgBORY4AAIRCjog9ClcAHCFgeZqZDYSEAwBORY4AAIRCjog97mkD4AgBy93sq7V88MEHGj9+vHJzc5Wamqru3bsrPz9fL730UrPbbtmyRYWFhcrJyVFKSoqysrI0evRobd261Vg3EAjomWee0eDBg5WWlqYePXpozJgx2rYtslvvAcCpYpkjAADxjRwRe9xxBcARLMstK8yvIVYrJpx9+/appqZGU6ZMUc+ePXX69Glt3LhRhYWFWrZsmaZPnx5y27KyMrndbt19993KysrSiRMntGrVKuXn52vTpk0aPXp0cN0HHnhAixcv1uTJkzVjxgxVVlZq2bJluummm7R161YNGzas1c4RANqyWOYIAEB8I0fEHoUrxMSVpyrN2EH7v47pNo13PY2RNsA1t3XXJ5r7O2k2bHcfNxsBB476jJjfZ24rSe40s6ti56KPbddF6wsEmnk2PcyyC1VQUKCCgoImsVmzZikvL0+LFy8OW7iaNm2apk2b1iQ2Y8YM5ebm6sknnwwWrhobG7V06VIVFRXp+eefD6579k6v1atXU7hC1C7P2W7ElgamGrGXK282Yklus8l5r5RyIzYs6X0jdqmv2oiFyhEZH5sN1vXhUSPUcNi8pjfW2zRn95rH8aTZ5I2uZtN0Vyfzuh/oak70IUm13c19ftbbzCdJNo3hy7LMcY/s8JbtcRCZWOYIAEB8I0fEHqVBAI5w5peS8K+LyePxKCcnR5WVlVFvm5qaqoyMjCbbNjQ0yOfzqUePpnPtZGZmyu12y+s1Z3MDAJwRbzkCABA/yBGxxx1XABwhEEiQ32/e4XDu8rMqKiqa3V/v3r2jHsOpU6fk8/lUVVWlF198UZs3b9bEiRMj2ra6ulr19fU6duyYVq5cqV27dmnevHnB5V6vV8OHD1dpaamuv/56jRgxQpWVlfrpT3+qLl26hL2rCwCcLpocAQBwFnJE7PEOA3AGy33mFW75/4rkkTrLivRx1f8zZ84cLVu2TJLkdrs1btw4LVmyJKJtJ0yYoFdeeUWSlJSUpOLiYpWUlDRZZ9WqVZo4caImT54cjOXm5mrr1q3Kzc2NerwA4BhR5AgAgMOQI2KOwhUAR7ACblmB0Ekl3LKWMnv2bBUVFam8vFzr16+X3+9Xfb3ZB8jO/PnzNWfOHB04cEArVqxQfX29Ghub9sNJT0/XoEGDdP311+uWW27R4cOHNX/+fN12221644031L1799Y4LQBo8+IhRwAA4hM5IvYoXCEmsqpdRqzHX07Zrvv55n1G7MThuoiO06GT+Vc8rYfZ6yehg7me5TfvqLGL2TXtlSRPJ/uGvIiRgFsK1zjxnISzY8cOZWdnt/gQBgwYoAEDBkiS7rjjDo0aNUpjx47V9u3b5XKZ/ybONXjw4OB/T548WUOGDNHUqVO1YcMGSWeas48cOVJf/epX9fTTTwfXHTlypAYNGqSFCxdqwYIFLX5OcJ7F7lIjtvbQe0bMZfPvLe2yV43YFR7z0dyr95vX5B47zMkxJOnka4eM2KEPzebuxz43G58nJJj/7jK7m8fO6JduxDrYXOMbs838cqi//d2ZO3LMeGLAHM8/Jv3ViEX/oDKaFUWOAAA4DDki5ihcAXCGKG7xzc7OPq8eVtEqKipScXGxysrK1L9//4i3S0pKUmFhoebPny+fzyev16stW7Zo165dWrx4cZN1L7/8cl155ZXaunVrSw8fANoPHgMBAIRCjog5ClcAnCHgaeaXkos/ja3Pd+YOkqqqqvPa1rIs1dTUyOv16rPPPpMk+f1+Y92GhgbjsUIAwDniMEcAAOIEOSLmKA0CcAbL839Jx+5ltV7COXLkiBFraGjQypUr5fV6NXDgQElnZjPcvXu3Ghoawm5bWVmpjRs3KicnR5mZmZKkK664QpK0du3aJuu+++67+vjjj3XNNde02PkAQLsTwxwBAIhz5IiYo3AFwBkCrv99Pj3UK3yPqQtRXFysW265RT/5yU/07//+73r00Ud19dVX691339Wjjz6qtLQ0SdLcuXN15ZVX6tCh/+vZM2bMGH3zm9/Uz372M/37v/+7/uVf/kVXXXWVDh061OSxwLy8PN16661asWKFxo0bp2eeeUYPP/ywRo4cKa/Xq9mzZ7fa+QFAmxfDHAEAiHMxzBEffPCBxo8fr9zcXKWmpqp79+7Kz8/XSy+91Oy2W7ZsUWFhoXJycpSSkqKsrCyNHj3atoVIIBDQM888o8GDBystLU09evTQmDFjtG3bNmPduro6/ehHP1LPnj3l9Xo1fPhwvfqq2ce0JfGoIGIiwW/zj9tj/w/+yH6zIe+rH5mPPX1WZ25/WZo5Y9vArFoj1ru32WS3W/+ORizlKnNWNn9umhGTJNfB07ZxxIYr4LFtFn3u8tYyceJEPffcc1q6dKmOHz+u9PR05eXlacGCBSosLAy77Z133qm1a9fqiSeeUGVlpbp06aLrrrtOa9as0YgRI5qs+9vf/laPP/641q5dq5dffllJSUkaMWKEfvrTn0bVQwuIVvmXBhuxK/6f2XQ92W1ek3v6zMk2uu01P5743jxse+xPd1YasR17zEdm9542c0SqJ2DErj1tjrFTphnr0DPVHMuXzP1t6NXLiEnSx/4+Rmxl0pO266L1xTJHAADiWyxzxL59+1RTU6MpU6aoZ8+eOn36tDZu3KjCwkItW7ZM06dPD7ltWVmZ3G637r77bmVlZenEiRNatWqV8vPztWnTJo0ePTq47gMPPKDFixdr8uTJmjFjhiorK7Vs2TLddNNN2rp1q4YNGxZc9+wEUbNnz9bll1+u0tJSFRQU6LXXXtONN97YKu8DhSsAjuDyJ8jlt58B8uzy1jJp0iRNmjSp2fVKS0tVWlraJDZz5kzNnDkzouN4vV6VlJSopKTkfIYJAI4VyxwBAIhvscwRBQUFKigoaBKbNWuW8vLytHjx4rCFq2nTpmnatGlNYjNmzFBubq6efPLJYOGqsbFRS5cuVVFRkZ5//vngumfv9Fq9enWwcLVjxw6tXbtWCxcu1P333y/pzGzpX/rSl/Tggw/a3qHVEnhUEIAjuCxP8NcS2xfPpgOAY5EjAAChxFuO8Hg8ysnJUWVlZdTbpqamKiMjo8m2DQ0N8vl86tGjR5N1MzMz5Xa75fV6g7ENGzbI4/E0KZilpKTorrvu0ptvvqkDBw5EPaZI8PMRAGfwe+Tyh0kq4ZYBANo3cgQAIJQockRFhdkq4Yt69+4d9RBOnToln8+nqqoqvfjii9q8ebMmTpwY0bbV1dWqr6/XsWPHtHLlSu3atUvz5s0LLj/bp6q0tFTXX3+9RowYocrKSv30pz9Vly5dmhSpdu7cqSuuuEIdOzZtq3P2jqz33ntPOTk5UZ9fcyhcAXAEd8AtdyD0TabhlgEA2jdyBAAglGhyxLm9oEKxLCvqMcyZM0fLli07czy3W+PGjdOSJUsi2nbChAl65ZVXJElJSUkqLi42WousWrVKEydO1OTJk4Ox3Nxcbd26Vbm5ucFYRUWFsrOzjWOcjZWXl0d3YhGicIWYuDxnuxGr73297bqpaWZ1e/RVZpPdQ5+ZDdvTU80LTFa22Yg9+2s9jVjlP2SYg6kyj3uwr3lcSbp89H/bxhEbroC7maaKfCkBWlLZTeaHmn+oMxuxJ5p91HUq0/z32LFfZ9vjZO47acQG+cxJPbpWmh8S3Tb/7Ht1Nz8adbranJjj8BAzl3za3TyZV303mAeR9HrqA7ZxxAY5AgAQSjzkiNmzZ6uoqEjl5eVav369/H6/6uvNyWPszJ8/X3PmzNGBAwe0YsUK1dfXq7Gx6XfY9PR0DRo0SNdff71uueUWHT58WPPnz9dtt92mN954Q927n/ks5PP5lJxsfgZKSUkJLm8NFK4AOILLcodNKi6LLyUA4FTkCABAKNHkiB07dtjekXShBgwYoAEDBkg60wx91KhRGjt2rLZv3y6Xy7y54lyDBw8O/vfkyZM1ZMiQ4MyA0pnm7CNHjtRXv/pVPf3008F1R44cqUGDBmnhwoVasGCBpDOPFdbZ/BBZW1sbXN4aKFwBcAR3wCN3mF9Kwi0DALRv5AgAQCjR5Ijs7Ozz6mEVraKiIhUXF6usrEz9+/ePeLukpCQVFhZq/vz58vl88nq92rJli3bt2qXFixc3Wffyyy/XlVdeqa1btwZj2dnZOnTokLHfs729evY0n2RqCfx8BMARXAHX/97mG+oV/pcKAED7RY4AAIQSjzni7CN5VVVV57WtZVmqqamRJH322WeSJL/fbHnQ0NDQ5LHCwYMHq6ysTNXV1U3W2759e3B5a6BwBcARPI2JSmgI/fI0JsZ6iACAGCFHAABCiWWOOHLkiBFraGjQypUr5fV6NXDgQEln7njavXu3Ghoawm5bWVmpjRs3KicnR5mZmZKkK664QpK0du3aJuu+++67+vjjj3XNNdcEY0VFRfL7/Xr22WeDsbq6Oi1fvlzDhw9vlRkFJR4VRBxJuvVN23ifW81Y4MkrjVjvj08YMZfHrH4n9UozYidvzTRiLw8yt/2O5y9G7HJzeIhDZ38RCbccQOvalPywGbSJfdDTnJEn9eoutvvMONlgxJLTjhuxnONmA9PGRrNhe5feZm8G1+BuRuyTnuZxx6S8bcaMCOIROQIAEEosc0RxcbGqq6uVn5+vXr166fDhw1q9erV2796tRYsWKS3tzHfbuXPnasWKFdqzZ4/69u0rSRozZox69+6t4cOHKzMzU/v379fy5ctVXl6udevWBY+Rl5enW2+9VStWrFB1dbVGjRqliooKPf300/J6vZo9e3Zw3eHDh2v8+PGaO3eujhw5on79+mnFihXau3evnnvuuVZ7H+IqC1dUVOjHP/6xbr75ZqWnp8vlcun1118Puf62bdt04403KjU1VVlZWbr33nt18qQ5uxAAuP1uuf2eMK+4uhzCBjkCQGshR7R95AgArSWWOWLixIlyu91aunSpvv/972vx4sXq3bu3fvvb3+qHP/xh2G3vvPNOff7553riiSf0/e9/X88884yuueYavf766yoqKmqy7m9/+1s98sgj+vjjj/XDH/5QTz31lL7yla/oL3/5i9FDa+XKlZo9e7aef/553XvvvWpoaNDvfvc75efnt/j5nxVXd1x9/PHHWrBggS6//HJdddVVevNN+ztwJOm9997TLbfcoiuvvFKLFy/WwYMH9fjjj+uTTz7R5s2bL+KoAbQF7oBb7jC/hoRbhvhAjgDQWsgRbR85AkBriWWOmDRpkiZNmtTseqWlpSotLW0SmzlzpmbOnBnRcbxer0pKSlRSUtLsuikpKVq4cKEWLlwY0b5bQlwVrvLy8nT8+HF17dpVGzZs0Pjx40OuO2/ePHXp0kWvv/66OnbsKEnq27evvve97+kPf/iDRo0adbGGDaANcAXcYX8N4TGQ+EeOANBayBFtHzkCQGshR8ReXL3D6enp6tq1a7PrVVdX69VXX9XkyZODyUaS7rjjDqWlpWn9+vWtOUwAbVD4mUDCP7eO+ECOANBayBFtHzkCQGshR8ReXN1xFan3339fjY2NGjp0aJN4UlKSBg8erJ07d0a8r4MHD4ZdXlFRcV5jROtyz/7IiKVewP462cS+cwH7Q/xx+11y+0NPVRtuGdoWckTbNyhrhxnMCrGyzQQedl9dm/86G52bWnh/iC1yhHOQIwBEixwRe22ycHU2CWRnZxvLsrOz9cYbb0S8r9aarhFAfHFbrvDPplsknPaCHAEgWuQI5yBHAIgWOSL2Wq1wFQgEVF9vTj1tJzk5WS5X5H/YPp8vuN0XpaSkBJcDwFnugEvuQJhfSsIsQ8sjRwCIJ+SI+EKOABBPyBGx12qFqy1btujmm2+OaN2PPvpIAwYMiHjfXq9XklRXV2csq62tDS6PxIEDB8Iur6io0LBhwyLeH4D45K73yFPvCbscFw85AkA8iWWO+OCDD/Sv//qveuedd3T48GGlpqZq4MCBeuCBBzR27Niw227ZskWPP/64du7cqaNHj6pz584aPHiwSkpK9JWvfCW43t69e3XppZeG3M+0adP0q1/9qsXO6UKRIwDEE75HxF6rFa4GDBig5cuXR7Su3a26kaxv99x4RUWFevbsGfG+evfuHdWxAbRNZ27xDfNLCbf4XlTkCADxJJY5Yt++faqpqdGUKVPUs2dPnT59Whs3blRhYaGWLVum6dOnh9y2rKxMbrdbd999t7KysnTixAmtWrVK+fn52rRpk0aPHi1JysjI0PPPP29s//LLL2v16tVxN4seOQJAPOF7ROy1WuEqKytLU6dObZV9f+lLX1JCQoLefvttTZgwIRivr6/Xe++91yQGAJLk8rvkCtM4MdwytDxyBIB4EsscUVBQoIKCgiaxWbNmKS8vT4sXLw5buJo2bZqmTZvWJDZjxgzl5ubqySefDBauOnTooMmTJxvbl5aWqmPHjs3e2XWxkSMAxBO+R8Rem5y3sVOnTho5cqRWrVqlmpqaYPz555/XyZMnNX78+BiODkA8OvtsergX2gdyBIBoxVuO8Hg8ysnJUWVlZdTbpqamKiMjo9ltKyoq9Nprr2ncuHFKSUk5v4G2QeQIANGKtxzhRHE3q+Cjjz4q6czz/tKZJPKXv/xFkvTP//zPwfUee+wx3XDDDbrppps0ffp0HTx4UIsWLdKoUaOCvy4BwFku/5lXuOWIf+QIAK0hmhxh94jZF53PI2SnTp2Sz+dTVVWVXnzxRW3evFkTJ06MaNvq6mrV19fr2LFjWrlypXbt2qV58+aF3Wbt2rUKBAL6zne+E/VY4xU5AkBr4HtE7Lksy7JiPYhzhZsV5ItD/ctf/qIf/ehHevfdd5Wenq4JEybo5z//udLT01tsPAcPHgxOdXvgwAGeZQfiQKT/Ls9d77r5B5TSJfS/39oTB/XXH/NvPd6RIwA0p7VzRCTO5+P13XffrWXLlkmS3G63xo0bp2effVZdunRpdtvRo0frlVdekSQlJSXpu9/9rp588smwd1INHTpU5eXlOnjwoNzuNvkQhoEcAaA5fI9om+LujqtoEv2NN96orVu3tuJoALQX/FLSPpAjALSGeMgRs2fPVlFRkcrLy7V+/Xr5/X7V19dHtO38+fM1Z84cHThwQCtWrFB9fb0aGxtDrl9WVqZ33nlH9913X7spWknkCACtIx5yhNPFXeEKAFqDK3DmFW45AMCZoskRO3bsiHomu0gMGDBAAwYMkCTdcccdGjVqlMaOHavt27eHvZNIkgYPHhz878mTJ2vIkCGaOnWqNmzYYLv+6tWrJaldPSYIAK2F7xGxR+EKgCO4Gy25G0L/EutujKunpgEAF1E0OSI7O/uiPAZSVFSk4uJilZWVqX///hFvl5SUpMLCQs2fP18+n09er9dYZ82aNerfv7/y8vJacsgA0C7xPSL22s+9wQAQhstvNfsCADhTPOYIn88nSaqqqjqvbS3LajJr3lnbt2/X3//+d+62AoAIxWOOcBoKVwCcIWA1/wIAOFMMc8SRI0eMWENDg1auXCmv16uBAwdKOjOb4e7du9XQ0BB228rKSm3cuFE5OTnKzMw0lq9Zs0aS9O1vf7ulTgEA2je+R8QcjwoCcARXIPyvIS4SDgA4VixzRHFxsaqrq5Wfn69evXrp8OHDWr16tXbv3q1FixYpLS1NkjR37lytWLFCe/bsUd++fSVJY8aMUe/evTV8+HBlZmZq//79Wr58ucrLy7Vu3TrjWH6/X+vWrdN1112nyy67rNXOCQDaE75HxB6FKwDO0NyvISQcAHCuGOaIiRMn6rnnntPSpUt1/PhxpaenKy8vTwsWLFBhYWHYbe+8806tXbtWTzzxhCorK9WlSxddd911WrNmjUaMGGGs/8c//lGfffaZHnroodY6HQBof/geEXMUrgA4gz9w5hVuOQDAmWKYIyZNmqRJkyY1u15paalKS0ubxGbOnKmZM2dGfKyvf/3rsiy+YAFAVPgeEXMUrgA4QyBw5hVuOQDAmcgRAIBQyBExR+EKgDMErPC/hnCLLwA4FzkCABAKOSLmKFwBcARXICBXmF9Dwi0DALRv5AgAQCjkiNijcAXAGRobpYbG8MsBAM5EjgAAhEKOiDkKVwCcwR+Q/P7wywEAzkSOAACEQo6IOQpXAJyBpooAgFDIEQCAUMgRMUfhCoAz+P3N/FISZhkAoH0jRwAAQiFHxByFKwCOYAUCssIkFYtfSgDAscgRAIBQyBGxR+EKgDME/Gde4ZYDAJyJHAEACIUcEXMUrgA4A7f4AgBCIUcAAEIhR8QchSsAzmAFwv8aYnGLLwA4FjkCABAKOSLmKFwBcASrvk5WYl3Y5QAAZyJHAABCIUfEHoUrAM4Q8EuBxvDLAQDORI4AAIRCjog5ClcAnCHQKPnDJZwwywAA7Rs5AgAQCjki5ihcAXAEy++XFSbhhJviFgDQvpEjAAChkCNij8IVAGcINDZziy+/lACAY5EjAAChkCNijsIVAGcI+Ju5xZdfSgDAscgRAIBQyBExR+EKgCNY/gZZ/oawywEAzkSOAACEQo6IPQpXABzB8jc2k3C4xRcAnIocAQAIhRwRexSuADgDz6YDAEIhRwAAQiFHxByFKwCOYDX4ZHlOh10OAHAmcgQAIBRyROxRuALgCNziCwAIhRwBAAiFHBF7FK4AOINVLytQH3Y5AMChyBEAgFDIETFH4QqAM/gbpXAzfvBLCQA4FzkCABAKOSLm3LEeAABcDGemsa0P82q9aWw/+OADjR8/Xrm5uUpNTVX37t2Vn5+vl156qdltt2zZosLCQuXk5CglJUVZWVkaPXq0tm7d2mS9vXv3yuVyhXx973vfa63TA4A2L5Y5AgAQ38gRsccdVwAcwQqcSSzhlreWffv2qaamRlOmTFHPnj11+vRpbdy4UYWFhVq2bJmmT58ectuysjK53W7dfffdysrK0okTJ7Rq1Srl5+dr06ZNGj16tCQpIyNDzz//vLH9yy+/rNWrV2vUqFGtdn4A0NbFMkcAAOIbOSL2KFwBcIRYNlUsKChQQUFBk9isWbOUl5enxYsXhy1cTZs2TdOmTWsSmzFjhnJzc/Xkk08GC1cdOnTQ5MmTje1LS0vVsWNHjR07tgXOBADaJxrvAgBCiWWO+OCDD/Sv//qveuedd3T48GGlpqZq4MCBeuCBB5r9fL9lyxY9/vjj2rlzp44eParOnTtr8ODBKikp0Ve+8pXgenv37tWll14acj/Tpk3Tr371K0nS66+/rptvvtl2vTfffFPXXXfdeZxl8yhcAXCEs7fyhlt+MXk8HuXk5Oitt96KetvU1FRlZGSosrIy7HoVFRV67bXXdMcddyglJeU8RwoA7V+85QgAQPyIZY6I1yc37r33Xl177bVNYv369bvAsw2NwhUARwg0nlLAFbqtX6DxVPC/Kyoqmt1f7969ox7DqVOn5PP5VFVVpRdffFGbN2/WxIkTI9q2urpa9fX1OnbsmFauXKldu3Zp3rx5YbdZu3atAoGAvvOd70Q9VgBwkmhyBADAWWKZI+L1yY0RI0aoqKjofE7pvFC4AuAIlr9BljvcLyX/d/vvsGHDmt+fZUU9hjlz5mjZsmWSJLfbrXHjxmnJkiURbTthwgS98sorkqSkpCQVFxerpKQk7DarV69Wdna2vva1r0U9VgBwkmhyBADAWeItR8TLkxs1NTXyer1KSGj9shKFKwCOYAXqZPkTwy5vbbNnz1ZRUZHKy8u1fv16+f1+1ddHdmvx/PnzNWfOHB04cEArVqxQfX29GhtDP09fVlamd955R/fdd5/cbiaQBYBw4iFHAADiUzQ5wilPbnz3u9/VyZMn5fF4NGLECC1cuFBDhw6N+rwiReEKgDP462W5wnzxOOfZ9B07dig7O7vFhzBgwAANGDBAknTHHXdo1KhRGjt2rLZv3y6XyxV228GDBwf/e/LkyRoyZIimTp2qDRs22K6/evVqSeIxQQCIRBQ5AgDgMFHkiPb+5EZSUpJuv/12FRQUqHv37vrwww/1+OOPa8SIEdq2bZuuueaaqM8tEhSuADiC5a+X5Qp9yTu3qWJ2dvZ5/RISraKiIhUXF6usrEz9+/ePeLukpCQVFhZq/vz58vl88nq9xjpr1qxR//79lZeX15JDBoB2KZocAQBwlnjIEfHy5MYNN9ygG264Ifj/hYWFKioq0tVXX625c+fq5ZdfPr8TbAaFKwCOYAXqZfk9YZdfbD6fT5JUVVV1XttalhV8tvxc27dv19///nc98sgjLTJOAGjv4jFHAADiQzQ5wolPbvTr10/f/OY39cILL8jv98vjCf1enS8KVwAcwfLXyVLoXk+Wv/X6lxw5ckSZmZlNYg0NDVq5cqW8Xq8GDhwo6cwz8VVVVbrsssuUmJgYctvKykpt3LhROTk5xjLpzN1WkvTtb3+7NU4HANqdWOYIAEB8iyZHOPXJjZycHNXX1+vUqVPq2LFjxNtFisJVM869hS6SRmsAWt+5/xbD3eZ6rvqGk2Fv421oxV/Ti4uLVV1drfz8fPXq1UuHDx/W6tWrtXv3bi1atEhpaWmSpLlz52rFihXas2eP+vbtK0kaM2aMevfureHDhyszM1P79+/X8uXLVV5ernXr1hnH8vv9Wrduna677jpddtllrXZOOIMcAcSftpYj0H6RI4D4015yRLw9ufHpp58qJSUl+L2mpVG4asbRo0eD/x1JozUAF9fRo0eDRZ5wPq6MfrrYljJx4kQ999xzWrp0qY4fP6709HTl5eVpwYIFKiwsDLvtnXfeqbVr1+qJJ55QZWWlunTpouuuu05r1qzRiBEjjPX/+Mc/6rPPPtNDDz3UWqeDc5AjgPjWFnIE2i9yBBDf2kKOiLcnN44ePaqMjIwmsb/97W968cUXNWbMmFabzZzCFQC0skmTJmnSpEnNrldaWqrS0tImsZkzZ2rmzJkRH+vrX//6ec1UAgAAACC+xNuTGxMnTpTX69UNN9ygzMxMffjhh3r22WeVmpqq+fPnt9r7QOGqGVdddZV27NghScrIyFBCQtt+yyoqKoK/+LRW47h4xbm3n3NvbGwM/op51VVXhVwvKytLBw4ciHr/WVlZ5z02OAs5ov3g3NvPuZMjEC/IEe0H595+zr2t5Yh4e3Ljtttu0+rVq7V48WJVV1crIyND48aN08MPP6x+/fpd8PmG4rL4ad5RDh48qJycHEnSgQMHLkrjuHjBuTvz3AFEzsnXCs7dmecOIHJOvlZw7s48d8SP1nkAEQAAAAAAALhAFK4AAAAAAAAQlyhcAQAAAAAAIC5RuAIAAAAAAEBconAFAAAAAACAuEThCgAAAAAAAHGJwhUAAAAAAADiksuyLCvWgwAAAAAAAAC+iDuuAAAAAAAAEJcoXAEAAAAAACAuUbgCAAAAAABAXKJwBQAAAAAAgLhE4QoAAAAAAABxicIVAAAAAAAA4hKFKwAAAAAAAMQlClcAAAAAAACISxSuAAAAAAAAEJcoXDlIRUWFfvzjH+vmm29Wenq6XC6XXn/99ZDrb9u2TTfeeKNSU1OVlZWle++9VydPnrx4A25BdXV1+tGPfqSePXvK6/Vq+PDhevXVV2M9rBZ38uRJPfzwwxo9erS6du0ql8ul0tJS23U/+ugjjR49Wmlpaeratav+6Z/+SUePHr24AwZw0XGdMDklR4Ti5M8HACLj5OuEU3IEnw8QzyhcOcjHH3+sBQsW6NChQ7rqqqvCrvvee+/plltu0enTp7V48WJNmzZNzz77rMaPH3+RRtuypk6dqsWLF+s73/mOnnrqKXk8HhUUFOgvf/lLrIfWoo4dO6ZHHnlEH330kb785S+HXO/gwYPKz8/X3//+d/3sZz/T/fffr02bNunWW29VfX39RRwxgIuN64TJKTkiFCd/PgAQGSdfJ5ySI/h8gLhmwTGqq6ut48ePW5ZlWb/5zW8sSdZrr71mu+6YMWOs7Oxsq6qqKhj71a9+ZUmyXnnllYsx3Bazfft2S5K1cOHCYMzn81mXXXaZdf3118dwZC2vtrbWqqiosCzLst566y1LkrV8+XJjve9///uW1+u19u3bF4y9+uqrliRr2bJlF2u4AGKA60RTTsoRoTj18wGAyDn1OuGkHMHnA8Qz7rhykPT0dHXt2rXZ9aqrq/Xqq69q8uTJ6tixYzB+xx13KC0tTevXr2/NYba4DRs2yOPxaPr06cFYSkqK7rrrLr355ps6cOBADEfXspKTk5WVldXsehs3btQ3vvENXXLJJcHYyJEjdcUVV7S5P18A0eE60ZSTckQoTv18ACByTr1OOClH8PkA8YzCFQzvv/++GhsbNXTo0CbxpKQkDR48WDt37ozRyM7Pzp07dcUVVzRJnpI0bNgwSWduZ3aSQ4cO6ciRI8afr3TmPWlrf74AWp6TrhPkiMi1t88HAFpee7tOkCOactLnA8QXClcwVFRUSJKys7ONZdnZ2SovL7/YQ7ogFRUVIc9FUps7nwvV3J/v559/rrq6uos9LABxxEnXCXJE5Nrb5wMALa+9XSfIEU056fMB4ktCrAeA8xMIBCJufpecnCyXyxXxvn0+X3C7L0pJSQkubyt8Pl/Iczm73Ema+/M9u47dcgDO4KTrRHvLEXw+ANAcrhORa2854kI56fMB4gt3XLVRW7Zskdfrjej18ccfR7Vvr9crSbbV8tra2uDytsLr9YY8l7PLnaS5P99z1wHgTE66TrS3HMHnAwDN4ToRufaWIy6Ukz4fIL5wx1UbNWDAAC1fvjyide1u5Yxk/bO3gp6roqJCPXv2jGp/sZadna1Dhw4Z8bPn19bO50I19+fbtWtXfiUBHM5J14n2liP4fACgOVwnItfecsSFctLnA8QXCldtVFZWlqZOndoq+/7Sl76khIQEvf3225owYUIwXl9fr/fee69JrC0YPHiwXnvtNVVXVzdprLh9+/bgcifp1auXMjIy9PbbbxvLduzY4bj3A4DJSdeJ9pYj+HwAoDlcJyLX3nLEhXLS5wPEFx4VhKFTp04aOXKkVq1apZqammD8+eef18mTJzV+/PgYji56RUVF8vv9evbZZ4Oxuro6LV++XMOHD1dOTk4MRxcbt99+u373u981mcL3T3/6k8rKytrcny+A1uGU6wQ5InLt7fMBgJbX3q4T5AiTUz4fIL64LMuyYj0IXDyPPvqoJOmDDz7Q2rVrdeedd+rSSy+VJP3zP/9zcL13331XN9xwgwYOHKjp06fr4MGDWrRokfLz8/XKK6/EZOwXYsKECfrP//xP3XffferXr59WrFihHTt26E9/+pPy8/NjPbwWtWTJElVWVqq8vFxLly7VuHHjdM0110iS7rnnHnXq1EkHDhzQNddco86dO+sHP/iBTp48qYULF6p379566623uMUXaOe4TjTlpBwRilM/HwCInFOvE07KEXw+QNyy4CiSQr6+6I033rBuuOEGKyUlxcrIyLBmzpxpVVdXx2DUF87n81n333+/lZWVZSUnJ1vXXnut9fLLL8d6WK2iT58+If+M9+zZE1xv165d1qhRo6zU1FSrc+fO1ne+8x3r8OHDsRs4gIuG60RTTsoRoTj18wGAyDn1OuGkHMHnA8Qr7rgCAAAAAABAXKLHFQAAAAAAAOIShSsAAAAAAADEJQpXAAAAAAAAiEsUrgAAAAAAABCXKFwBAAAAAAAgLlG4AgAAAAAAQFyicAUAAAAAAIC4ROEKAAAAAAAAcYnCFQAAAAAAAOIShSsAAAAAAADEJQpXAAAAAAAAiEsUrgAAAAAAABCXKFwBAAAAAAAgLlG4AgAAAAAAQFyicAUAAAAAAIC4ROEKAAAAAAAAcYnCFQAAAAAAAOIShSsAAAAAAADEJQpXAAAAAAAAiEsUrgAAAAAAABCXKFwBAAAAAAAgLlG4AgAAAAAAQFyicAUAAAAAAIC49P8DmmDfnR2t314AAAAASUVORK5CYII=",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "3.381466760226008\n"
+ ]
+ }
+ ],
+ "source": [
+ "for k in (\"amplitude\", \"phase\", \"het_strain_from_dspacing\", \"lattice_parameter\"):\n",
+ " plot_params.update(cdiutils.plot.get_plot_configs(k))\n",
+ " plot_params[\"vmin\"], plot_params[\"vmax\"] = None, None\n",
+ " cdiutils.plot.plot_volume_slices(struct_properties[k], **plot_params)\n",
+ "\n",
+ "print(np.nanmean(struct_properties[\"lattice_parameter\"]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7efd58d9-2692-4884-9abd-8b015ced4952",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.12"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/tests/post_processing-Copy3.ipynb b/examples/facets/tests/post_processing-Copy3.ipynb
new file mode 100644
index 00000000..878b2309
--- /dev/null
+++ b/examples/facets/tests/post_processing-Copy3.ipynb
@@ -0,0 +1,1182 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "7edbaf4c-13f1-4167-80c0-2ab7851d1b52",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Applying definitive monkey patch to pynx.scattering.fhkl.GPUThreads...\n",
+ "✅ pynx hardware selection is now patched to prioritize GPUs.\n"
+ ]
+ }
+ ],
+ "source": [
+ "import functools\n",
+ "from pynx.scattering import fhkl as fhkl_module\n",
+ "\n",
+ "print(\"Applying definitive monkey patch to pynx.scattering.fhkl.GPUThreads...\")\n",
+ "\n",
+ "# Import the GPU libraries to check for their availability\n",
+ "try:\n",
+ " import pycuda.driver as drv\n",
+ " drv.init()\n",
+ "except Exception:\n",
+ " drv = None\n",
+ "\n",
+ "try:\n",
+ " import pyopencl as cl\n",
+ "except Exception:\n",
+ " cl = None\n",
+ "\n",
+ "# Store the original __init__ method before we replace it\n",
+ "original_GPUThreads_init = fhkl_module.GPUThreads.__init__\n",
+ "\n",
+ "def find_best_gpu_backend():\n",
+ " \"\"\"Finds the best available GPU, prioritizing CUDA, and returns its configuration.\"\"\"\n",
+ " if drv and drv.Device.count() > 0:\n",
+ " gpu_name = drv.Device(0).name().decode('utf-8')\n",
+ " return {'language': 'CUDA', 'gpu_name': gpu_name, 'cl_platform': ''}\n",
+ " if cl:\n",
+ " platforms = cl.get_platforms()\n",
+ " for platform in sorted(platforms, key=lambda p: 'intel' in p.name.lower()):\n",
+ " try:\n",
+ " gpu_devices = platform.get_devices(device_type=cl.device_type.GPU)\n",
+ " if gpu_devices:\n",
+ " gpu_name = gpu_devices[0].name\n",
+ " return {'language': 'OpenCL', 'gpu_name': gpu_name, 'cl_platform': platform.name}\n",
+ " except cl.Error:\n",
+ " continue\n",
+ " raise RuntimeError(\"Monkey-patch could not find any suitable CUDA or OpenCL GPU.\")\n",
+ "\n",
+ "# --- The Wrapper that Correctly Forces the GPU ---\n",
+ "class GpuInfo:\n",
+ " # Store the discovered config so we only search once.\n",
+ " config = None\n",
+ "\n",
+ "@functools.wraps(original_GPUThreads_init)\n",
+ "def patched_GPUThreads_init(self, gpu_name=\"\", language=\"\", cl_platform=\"\", nbCPUthread=None, verbose=False):\n",
+ " \"\"\"\n",
+ " Patched __init__ for the GPUThreads class. It intercepts generic or CPU-bound\n",
+ " calls and forces them to use the best available GPU.\n",
+ " \"\"\"\n",
+ " # Discover the best GPU backend only on the first call\n",
+ " if GpuInfo.config is None:\n",
+ " GpuInfo.config = find_best_gpu_backend()\n",
+ " print(f\"Monkey-patch: Found best GPU backend: {GpuInfo.config}\")\n",
+ "\n",
+ " # Check if the call is generic, unspecified, or explicitly for the CPU\n",
+ " is_generic_or_cpu_call = gpu_name.lower() in ['', 'gpu', 'cpu'] or language.lower() in ['', 'cpu']\n",
+ "\n",
+ " if is_generic_or_cpu_call:\n",
+ " print(f\"Monkey-patch: Intercepted generic call. Forcing backend to: {GpuInfo.config}\")\n",
+ " # Override the parameters with our discovered best GPU\n",
+ " language = GpuInfo.config['language']\n",
+ " gpu_name = GpuInfo.config['gpu_name']\n",
+ " cl_platform = GpuInfo.config.get('cl_platform', '')\n",
+ "\n",
+ " # Call the original __init__ method with the corrected parameters\n",
+ " original_GPUThreads_init(self, gpu_name=gpu_name, language=language, cl_platform=cl_platform,\n",
+ " nbCPUthread=nbCPUthread, verbose=verbose)\n",
+ "\n",
+ "# --- Apply the patch ---\n",
+ "fhkl_module.GPUThreads.__init__ = patched_GPUThreads_init\n",
+ "print(\"✅ pynx hardware selection is now patched to prioritize GPUs.\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "d5103bcc-0c56-4818-9c15-5bcdce5a23c2",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Applying high-performance monkey patch to pynx.scattering.fhkl...\n",
+ "✅ OpenCL backend patched.\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "import pynx.scattering.fhkl\n",
+ "import time\n",
+ "\n",
+ "# Safely import the required GPU libraries\n",
+ "try:\n",
+ " import pycuda.driver as drv\n",
+ " import pycuda.compiler as compiler\n",
+ "except ImportError:\n",
+ " drv, compiler = None, None\n",
+ "try:\n",
+ " import pyopencl as cl\n",
+ "except ImportError:\n",
+ " cl = None\n",
+ "\n",
+ "print(\"Applying high-performance monkey patch to pynx.scattering.fhkl...\")\n",
+ "\n",
+ "# ==============================================================================\n",
+ "# ===== 1. DEFINE THE PATCH FOR THE OpenCLThread_Fhkl.run METHOD =============\n",
+ "# ==============================================================================\n",
+ "def patched_opencl_run(self):\n",
+ " ctx = cl.Context([self.dev])\n",
+ " queue = cl.CommandQueue(ctx)\n",
+ " mf = cl.mem_flags\n",
+ " CL_prg_fhkl, CL_kernel_fhkl = None, None\n",
+ " self.block_size = 64\n",
+ " if self.dev.max_work_group_size < self.block_size: self.block_size = self.dev.max_work_group_size\n",
+ " kernel_params = {\"block_size\": self.block_size}\n",
+ " options = \"-cl-mad-enable -cl-fast-relaxed-math\"\n",
+ " self.context_init = True\n",
+ " while True:\n",
+ " self.eventStart.wait()\n",
+ " if self.join_flag: break\n",
+ " t0 = time.time()\n",
+ " natoms, nhkl = self.x.size, self.h.size\n",
+ " self.fhkl_real = np.zeros_like(self.h); self.fhkl_imag = np.zeros_like(self.h)\n",
+ "\n",
+ " # MINIMAL FIX: Only change the step_atoms calculation to prevent overflow.\n",
+ " step_atoms = max(self.block_size, (128 * 1024 * 1024) // (3 * self.x.itemsize) // self.block_size * self.block_size)\n",
+ " steps_nbatoms = list(range(0, natoms, step_atoms))\n",
+ " \n",
+ " if not steps_nbatoms or steps_nbatoms[-1] != natoms: steps_nbatoms.append(natoms)\n",
+ " steps_nhkl = list(range(0, nhkl, 65535 * self.block_size))\n",
+ " if not steps_nhkl or steps_nhkl[-1] != nhkl: steps_nhkl.append(nhkl)\n",
+ "\n",
+ " for j in range(1, len(steps_nhkl)):\n",
+ " h_chunk, k_chunk, l_chunk = self.h[steps_nhkl[j-1]:steps_nhkl[j]], self.k[steps_nhkl[j-1]:steps_nhkl[j]], self.l[steps_nhkl[j-1]:steps_nhkl[j]]\n",
+ " fhkl_real_ = cl.Buffer(ctx, mf.READ_WRITE | mf.COPY_HOST_PTR, hostbuf=np.zeros_like(h_chunk, dtype=np.float32))\n",
+ " fhkl_imag_ = cl.Buffer(ctx, mf.READ_WRITE | mf.COPY_HOST_PTR, hostbuf=np.zeros_like(h_chunk, dtype=np.float32))\n",
+ " h_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=h_chunk)\n",
+ " k_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=k_chunk)\n",
+ " l_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=l_chunk)\n",
+ " \n",
+ " for i in range(1, len(steps_nbatoms)):\n",
+ " tmpx, tmpy, tmpz = self.x[steps_nbatoms[i-1]:steps_nbatoms[i]], self.y[steps_nbatoms[i-1]:steps_nbatoms[i]], self.z[steps_nbatoms[i-1]:steps_nbatoms[i]]\n",
+ " x_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=tmpx)\n",
+ " y_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=tmpy)\n",
+ " z_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=tmpz)\n",
+ " if self.occ is None and self.vkzi is None:\n",
+ " if CL_prg_fhkl is None:\n",
+ " CL_prg_fhkl = cl.Program(ctx, pynx.scattering.fhkl.CL_FHKL_CODE % kernel_params).build(options=options)\n",
+ " CL_kernel_fhkl = cl.Kernel(CL_prg_fhkl, \"Fhkl\")\n",
+ " event = CL_kernel_fhkl(queue, (h_chunk.size, 1), (self.block_size, 1), fhkl_real_, fhkl_imag_, x_, y_, z_, np.int64(tmpx.size), h_, k_, l_)\n",
+ " event.wait()\n",
+ " else: raise NotImplementedError(\"Patched Fhkl only supports the simple case.\")\n",
+ " \n",
+ " cl.enqueue_copy(queue, self.fhkl_real[steps_nhkl[j-1]:steps_nhkl[j]], fhkl_real_).wait()\n",
+ " cl.enqueue_copy(queue, self.fhkl_imag[steps_nhkl[j-1]:steps_nhkl[j]], fhkl_imag_).wait()\n",
+ " \n",
+ " self.dt = time.time() - t0\n",
+ " self.eventStart.clear(); self.eventFinished.set()\n",
+ "\n",
+ "# ==============================================================================\n",
+ "# ===== 2. DEFINE THE PATCH FOR THE CUDAThread_Fhkl.run METHOD ===============\n",
+ "# ==============================================================================\n",
+ "def patched_cuda_run(self):\n",
+ " dev = drv.Device(self.devID)\n",
+ " ctx = dev.make_context()\n",
+ " CUDA_fhkl = None\n",
+ " self.block_size = 256\n",
+ " self.context_init = True\n",
+ " while True:\n",
+ " self.eventStart.wait()\n",
+ " if self.join_flag: break\n",
+ " t0 = time.time()\n",
+ " natoms, nhkl = self.x.size, self.h.size\n",
+ " self.fhkl_real = np.zeros_like(self.h, dtype=np.float32)\n",
+ " self.fhkl_imag = np.zeros_like(self.h, dtype=np.float32)\n",
+ "\n",
+ " # MINIMAL FIX: Only change the step_atoms calculation to prevent overflow.\n",
+ " step_atoms = max(self.block_size, (128 * 1024 * 1024) // (3 * self.x.itemsize) // self.block_size * self.block_size)\n",
+ " steps_nbatoms = list(range(0, natoms, step_atoms))\n",
+ " \n",
+ " if not steps_nbatoms or steps_nbatoms[-1] != natoms: steps_nbatoms.append(natoms)\n",
+ " steps_nhkl = list(range(0, nhkl, (2**31 - 1) * self.block_size))\n",
+ " if not steps_nhkl or steps_nhkl[-1] != nhkl: steps_nhkl.append(nhkl)\n",
+ "\n",
+ " for j in range(1, len(steps_nhkl)):\n",
+ " h_chunk, k_chunk, l_chunk = self.h[steps_nhkl[j - 1]:steps_nhkl[j]], self.k[steps_nhkl[j - 1]:steps_nhkl[j]], self.l[steps_nhkl[j - 1]:steps_nhkl[j]]\n",
+ " fhkl_real_chunk = self.fhkl_real[steps_nhkl[j-1]:steps_nhkl[j]]\n",
+ " fhkl_imag_chunk = self.fhkl_imag[steps_nhkl[j-1]:steps_nhkl[j]]\n",
+ "\n",
+ " for i in range(1, len(steps_nbatoms)):\n",
+ " tmpx, tmpy, tmpz = self.x[steps_nbatoms[i - 1]:steps_nbatoms[i]], self.y[steps_nbatoms[i - 1]:steps_nbatoms[i]], self.z[steps_nbatoms[i - 1]:steps_nbatoms[i]]\n",
+ " if self.occ is None and self.vkzi is None:\n",
+ " if CUDA_fhkl is None:\n",
+ " mod_fhkl = compiler.SourceModule(pynx.scattering.fhkl.mod_fhkl_str % (self.block_size), options=[\"-use_fast_math\"])\n",
+ " CUDA_fhkl = mod_fhkl.get_function(\"CUDA_fhkl\")\n",
+ " \n",
+ " # FIX: Removed redundant .astype() and reverted to np.int32 to match original code\n",
+ " CUDA_fhkl(drv.InOut(fhkl_real_chunk), drv.InOut(fhkl_imag_chunk),\n",
+ " drv.In(tmpx), drv.In(tmpy), drv.In(tmpz),\n",
+ " np.int32(tmpx.size), # Reverted to int32\n",
+ " drv.In(h_chunk), drv.In(k_chunk), drv.In(l_chunk),\n",
+ " block=(self.block_size, 1, 1), grid=((h_chunk.size) // self.block_size, 1))\n",
+ " else: raise NotImplementedError(\"Patched Fhkl only supports the simple case.\")\n",
+ " \n",
+ " self.dt = time.time() - t0\n",
+ " self.eventStart.clear(); self.eventFinished.set()\n",
+ " ctx.pop()\n",
+ "\n",
+ "# ==============================================================================\n",
+ "# ===== 3. APPLY THE PATCHES ===================================================\n",
+ "# ==============================================================================\n",
+ "if cl is not None:\n",
+ " pynx.scattering.fhkl.OpenCLThread_Fhkl.run = patched_opencl_run\n",
+ " print(\"✅ OpenCL backend patched.\")\n",
+ "if drv is not None and compiler is not None:\n",
+ " pynx.scattering.fhkl.CUDAThread_Fhkl.run = patched_cuda_run\n",
+ " print(\"✅ CUDA backend patched.\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "2a3b235d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "from scipy.spatial.transform import Rotation\n",
+ "from scipy.fft import fftn, ifftshift, fftshift\n",
+ "\n",
+ "from pynx.scattering.fhkl import Fhkl_thread\n",
+ "\n",
+ "import cdiutils\n",
+ "cdiutils.update_plot_params()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "81a0507f",
+ "metadata": {},
+ "source": [
+ "#### We need to add all the functions related to simulations in `cdiutils.simulations` submodule"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "84af0cd0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def read_lammps_positions(\n",
+ " file_path: str,\n",
+ " separate_atoms: bool = False,\n",
+ " centre: bool =True\n",
+ ") -> np.ndarray | dict:\n",
+ " \"\"\"\n",
+ " Reads atom positions from a LAMMPS .xyz or .lmp (dump) file.\n",
+ "\n",
+ " Args:\n",
+ " file_path (str): path to the input file.\n",
+ " separate_atoms (bool, optional): if True, separates positions by\n",
+ " atom type. If False, returns all positions in one array.\n",
+ " Defaults to False.\n",
+ "\n",
+ " Returns:\n",
+ " dict or np.ndarray:\n",
+ " - If separate_atoms=True, returns a dictionary {atom_type:\n",
+ " positions_array}.\n",
+ " - If separate_atoms=False, returns a single array of all\n",
+ " positions.\n",
+ "\n",
+ " Raises:\n",
+ " ValueError: if the file type cannot be detected or the file\n",
+ " cannot be parsed.\n",
+ " \"\"\"\n",
+ " # initialise storage for positions and atom types\n",
+ " positions = []\n",
+ " atom_types = []\n",
+ "\n",
+ " with open(file_path, 'r') as file:\n",
+ " if file_path.endswith(\"xyz\"):\n",
+ " # Parse .xyz file\n",
+ " file.readline() # nb of atoms\n",
+ " file.readline() # comment line\n",
+ " \n",
+ " # parse atom positions\n",
+ " for line in file:\n",
+ " split_line = line.strip().split()\n",
+ " atom_type = split_line[0] # Atom type is the first column\n",
+ " position = list(map(float, split_line[1:4])) # x, y, z pos\n",
+ " atom_types.append(atom_type)\n",
+ " positions.append(position)\n",
+ "\n",
+ " elif file_path.endswith(\"lmp\"):\n",
+ " pass\n",
+ "\n",
+ " # convert to arrays\n",
+ " positions = np.array(positions)\n",
+ "\n",
+ " # Atom should centred with respect to the centroid of ALL atoms\n",
+ " if centre:\n",
+ " positions -= np.mean(positions, axis=0, keepdims=True)\n",
+ "\n",
+ " if separate_atoms:\n",
+ " # group positions by atom type\n",
+ " separated_positions = {atom_type: [] for atom_type in atom_types}\n",
+ " for atom_type, position in zip(atom_types, positions):\n",
+ " separated_positions[atom_type].append(position)\n",
+ "\n",
+ " # convert lists to arrays\n",
+ " for atom_type in separated_positions:\n",
+ " separated_positions[atom_type] = np.array(\n",
+ " separated_positions[atom_type]\n",
+ " ).T\n",
+ " # print(np.mean(separated_positions[atom_type], axis=1))\n",
+ " # separated_positions[atom_type] -= np.mean(\n",
+ " # separated_positions[atom_type], axis=1, keepdims=True\n",
+ " # )\n",
+ "\n",
+ " return dict(separated_positions)\n",
+ " else:\n",
+ " # return all positions in a single array\n",
+ " return positions.T\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "5d829bed-49f6-4101-8a29-3cb7cb9fd1c7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# 12x faster\n",
+ "import polars as pl\n",
+ "import numpy as np\n",
+ "\n",
+ "def read_lammps_positions_polars(\n",
+ " file_path: str,\n",
+ " separate_atoms: bool = False,\n",
+ " centre: bool = True\n",
+ ") -> np.ndarray | dict:\n",
+ " \"\"\"\n",
+ " Reads atom positions from a LAMMPS .xyz file using the high-performance\n",
+ " Polars library. This version returns float64 data as a workaround for\n",
+ " potential downstream library bugs.\n",
+ " \"\"\"\n",
+ " # Or Float32 to save memory, as PyNX only works with that anyway.\n",
+ " schema_overrides = {\n",
+ " 'atom_type': pl.Categorical,\n",
+ " 'x': pl.Float32,\n",
+ " 'y': pl.Float32,\n",
+ " 'z': pl.Float32,\n",
+ " }\n",
+ "\n",
+ " lf = pl.scan_csv(\n",
+ " file_path,\n",
+ " skip_rows=2,\n",
+ " separator=\" \",\n",
+ " has_header=False,\n",
+ " new_columns=['atom_type', 'x', 'y', 'z'],\n",
+ " schema_overrides=schema_overrides\n",
+ " )\n",
+ "\n",
+ " if centre:\n",
+ " lf = lf.with_columns(\n",
+ " (pl.col(['x', 'y', 'z']) - pl.col(['x', 'y', 'z']).mean())\n",
+ " )\n",
+ "\n",
+ " df = lf.collect(engine='streaming')\n",
+ "\n",
+ " if separate_atoms:\n",
+ " partitioned_dfs = df.partition_by('atom_type', as_dict=True)\n",
+ " return {\n",
+ " atom_type: data.select(['x', 'y', 'z']).to_numpy().T\n",
+ " for atom_type, data in partitioned_dfs.items()\n",
+ " }\n",
+ " else:\n",
+ " return df.select(['x', 'y', 'z']).to_numpy().T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "85dcda92",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "path = (\n",
+ " #\"Pt_minimized.xyz\"\n",
+ " #\"/data/id01/inhouse/polack/shared/for_clement/exp_minimized.xyz\"\n",
+ " #'/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div10_oriented_v2.5/NP_Pt_nanosculpt_div10_oriented_v2.5_minimized.xyz'\n",
+ " '/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div1/NP_Pt_nanosculpt_div1_minimized.xyz'\n",
+ ")\n",
+ "\n",
+ "#positions = read_lammps_positions(path, centre=True)\n",
+ "\n",
+ "#print(f\"Shape: {positions.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "228d7a72-5563-4cdb-b59a-9c2898fd181f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Shape: (3, 211890650)\n"
+ ]
+ }
+ ],
+ "source": [
+ "#%%timeit -n 1 -r 1\n",
+ "\n",
+ "positions = read_lammps_positions_polars(path, centre=True)\n",
+ "print(f\"Shape: {positions.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "25bde7cc",
+ "metadata": {},
+ "source": [
+ "A simple sanity check"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "id": "19041c69-a26e-42b3-af3b-6d072bae127e",
+ "metadata": {},
+ "source": [
+ "fig, ax = plt.subplots(1, 1, subplot_kw={\"projection\": \"3d\"}, layout=\"tight\")\n",
+ "\n",
+ "# scatter plot of the positions\n",
+ "scatter_params = {\n",
+ " \"s\": 1.5, \n",
+ " \"antialiased\": False, \"depthshade\": True, \"alpha\": 0.2,\n",
+ " \"edgecolor\": \"k\", \"linewidth\": 0.01, \"c\": \"teal\"\n",
+ "}\n",
+ "ax.scatter(*positions, **scatter_params)\n",
+ "ax.set_xlabel(\"$x$\"); ax.set_ylabel(\"$y$\"); ax.set_zlabel(\"$z$\");\n",
+ "ax.set_xlim([-200, 200])\n",
+ "ax.set_ylim([-200, 200])\n",
+ "ax.set_zlim([-200, 200])\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d9c7e815",
+ "metadata": {},
+ "source": [
+ "#### Some parameters\n",
+ "- Here we are going to simulate an X-ray scattering experiment. For that we need to define where we are going to look at in the reciprocal space. Therefore, we need:\n",
+ " * a Bragg reflection (`hkl`)\n",
+ " * a lattice parameter\n",
+ "\n",
+ "- We also need to specify how fine we want our reciprocal space grid to be. This is basically defined by:\n",
+ " * the number of steps (`step_nb`), the higher the better the resolution, oversampling\n",
+ " * the reciprocal space resolution (`dq`)\n",
+ " * the lattice parameter"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "234e0288",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "hkl = [1, 1, 1]\n",
+ "original_vector = np.array(hkl) / np.linalg.norm(hkl)\n",
+ "target_vector = np.array([0, 0, 1], dtype=float)\n",
+ "target_vector /= np.linalg.norm(target_vector)\n",
+ "\n",
+ "rotation_axis = np.cross(original_vector, target_vector)\n",
+ "rotation_axis /= np.linalg.norm(rotation_axis)\n",
+ "angle = np.arccos(np.dot(original_vector, target_vector)) \n",
+ "\n",
+ "rotation = Rotation.from_rotvec(angle * rotation_axis)\n",
+ "rotated_hkl = rotation.apply(np.column_stack(hkl))\n",
+ "\n",
+ "# extract rotated x, y, z arrays\n",
+ "rotated_hkl = rotated_hkl.T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "1af6a761-d90d-4cfe-9b89-7db013cf1742",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "os.environ['PYOPENCL_COMPILER_OUTPUT'] = '1'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "05b0840f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Starting scattering computation for 211890650 atoms...\n",
+ "Fhkl_thread: init gputhreads with GPU=, language=,cl_platform=\n",
+ "Monkey-patch: Found best GPU backend: {'language': 'OpenCL', 'gpu_name': 'NVIDIA A40', 'cl_platform': 'NVIDIA CUDA'}\n",
+ "Monkey-patch: Intercepted generic call. Forcing backend to: {'language': 'OpenCL', 'gpu_name': 'NVIDIA A40', 'cl_platform': 'NVIDIA CUDA'}\n",
+ "NVIDIA A40\n",
+ "Thread Thread-5: finished __init__\n",
+ "Starting thread:Thread-5\n",
+ "NVIDIA A40\n",
+ "Thread Thread-6: finished __init__\n",
+ "Starting thread:Thread-6\n",
+ "Initialized 2 PyNX threads for: nvidia a40 (language=OpenCL , NVIDIA CUDA), actual=OpenCL (NVIDIA CUDA):NVIDIA A40)\n",
+ "Thread # 0 [0, 105945325]\n",
+ "Thread # 1 [105945325, 211890650]\n",
+ "Thread #0, dt=796.15366\n",
+ "Thread #1, dt=806.22309\n",
+ "✅ Scattering computation finished in 806.27 seconds.\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Elapsed time for the scattering computation: 806.2715916633606 s\n",
+ "Spatial resolution in the direct space: 0.7839195979899498 0.7839195979899498 0.7839195979899501 nm\n"
+ ]
+ }
+ ],
+ "source": [
+ "lattice_parameter = 3.9\n",
+ "d_spacing = lattice_parameter / np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)\n",
+ "\n",
+ "step_nb = 800\n",
+ "step_nb = 400\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "\n",
+ "q_size = (200, 200, 200)\n",
+ "\n",
+ "# Let us build the reciprocal space grid\n",
+ "q_ranges = []\n",
+ "for i in range(3):\n",
+ " q_ranges.append(\n",
+ " (rotated_hkl[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i])\n",
+ " / lattice_parameter\n",
+ " )\n",
+ "q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ "print(f\"\\nStarting scattering computation for {positions.shape[1]} atoms...\")\n",
+ "scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid,\n",
+ " *positions,\n",
+ " occ=None,\n",
+ " gpu_name=\"\",\n",
+ " language=\"\",\n",
+ " verbose=True,\n",
+ ")\n",
+ "print(f\"✅ Scattering computation finished in {dt:.2f} seconds.\")\n",
+ "\n",
+ "diffraction_pattern = np.abs(scattered_amp)**2\n",
+ "\n",
+ "cdiutils.plot.plot_volume_slices(\n",
+ " diffraction_pattern,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in q_grid],\n",
+ " convention=\"xu\",\n",
+ ")\n",
+ "\n",
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(q_grid[0]) * .1, 1 / np.ptp(q_grid[1]) * .1, 1 / np.ptp(q_grid[2]) * .1, \"nm\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "4ed48571",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from scipy.ndimage import center_of_mass\n",
+ "from pynx.scattering import Fhkl_thread\n",
+ "\n",
+ "# The new, fast center-of-mass function from above\n",
+ "def find_bragg_peak_centre_fast(diffraction_pattern: np.ndarray, q_grid: tuple) -> tuple:\n",
+ " threshold = diffraction_pattern.max() * 0.1\n",
+ " mask = diffraction_pattern > threshold\n",
+ " indices_com = center_of_mass(diffraction_pattern, labels=mask)\n",
+ " qx, qy, qz = q_grid\n",
+ " # Map indices to q-space coordinates. Note the careful indexing.\n",
+ " q_com = (\n",
+ " qx[int(round(indices_com[0])), 0, 0],\n",
+ " qy[0, int(round(indices_com[1])), 0],\n",
+ " qz[0, 0, int(round(indices_com[2]))]\n",
+ " )\n",
+ " return q_com\n",
+ "find_bragg_peak_centre = find_bragg_peak_centre_fast\n",
+ "\n",
+ "def refine_q_grid(\n",
+ " positions: tuple,\n",
+ " hkl: np.ndarray,\n",
+ " lattice_parameter_guess: float,\n",
+ " q_size: tuple = (200, 200, 200),\n",
+ " step_nb: int = 400,\n",
+ " max_iterations: int = 5,\n",
+ " convert_to_angstrom: bool = True\n",
+ "):\n",
+ " \"\"\"\n",
+ " Iteratively refine the q-grid to center the Bragg peak.\n",
+ "\n",
+ " Args:\n",
+ " positions: atomic positions\n",
+ " hkl: Miller indices\n",
+ " lattice_parameter_guess: initial lattice parameter guess in\n",
+ " meters. Will be converted to Angstrom if convert_to_angstrom is True.\n",
+ " convert_to_angstrom: if True, converts lattice parameter to Angstrom\n",
+ " q_size: size of q-grid\n",
+ " step_nb: number of steps for dq calculation\n",
+ " max_iterations: maximum refinement iterations\n",
+ "\n",
+ " Returns:\n",
+ " tuple: (\n",
+ " refined_q_grid, scattered_amp, refined_lattice_parameter\n",
+ " )\n",
+ " \"\"\"\n",
+ " unit = \"m\"\n",
+ " rcp_space_unit = \"1/m\"\n",
+ " if convert_to_angstrom:\n",
+ " lattice_parameter_guess *= 1e10\n",
+ " unit = \"angstrom\"\n",
+ " rcp_space_unit = \"1/angstrom\"\n",
+ "\n",
+ " current_lattice = lattice_parameter_guess\n",
+ " current_center = hkl / current_lattice\n",
+ "\n",
+ " for iteration in range(max_iterations):\n",
+ " print(f\"Refinement iteration {iteration + 1}/{max_iterations}\")\n",
+ "\n",
+ " # build q-grid around current center\n",
+ " dq = np.array([1, 1, 1]) / step_nb\n",
+ " q_ranges = [current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i] for i in range(3)]\n",
+ " q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ " # calculate the kinematic scattering (already optimized by the patch)\n",
+ " scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid, *positions, occ=None, language='', gpu_name=''\n",
+ " )\n",
+ " diffraction_pattern = np.abs(scattered_amp) ** 2\n",
+ "\n",
+ " # find the actual peak center using the FAST function\n",
+ " peak_center = find_bragg_peak_centre_fast(diffraction_pattern, q_grid)\n",
+ " \n",
+ " # update center for next iteration\n",
+ " shift_magnitude = np.linalg.norm(np.array(peak_center) - current_center)\n",
+ " current_center = np.array(peak_center)\n",
+ "\n",
+ " # refine lattice parameter\n",
+ " q_magnitude = np.linalg.norm(peak_center)\n",
+ " theoretical_q = np.linalg.norm(hkl) / current_lattice\n",
+ " lattice_correction = theoretical_q / q_magnitude\n",
+ " current_lattice *= lattice_correction\n",
+ " \n",
+ " print(f\" Found peak center at: {peak_center}\")\n",
+ " print(f\" Refined lattice parameter: {current_lattice:.5f} {unit}\")\n",
+ " print(f\" Shift magnitude: {shift_magnitude:.6f} {rcp_space_unit}\")\n",
+ " print(\"-\" * 50)\n",
+ "\n",
+ " # check convergence\n",
+ " if shift_magnitude < (dq[0] / 2): # Converged if shift is less than half a pixel\n",
+ " print(\"Converged!\")\n",
+ " break\n",
+ "\n",
+ " return q_grid, scattered_amp, current_lattice\n",
+ "\n",
+ "def refine_q_grid_fast(\n",
+ " positions: tuple,\n",
+ " hkl: np.ndarray,\n",
+ " lattice_parameter_guess: float,\n",
+ " q_size: tuple = (200, 200, 200),\n",
+ " step_nb: int = 400,\n",
+ " max_iterations: int = 5,\n",
+ " coarse_q_size: tuple = (32, 32, 32) # New parameter for the fast search\n",
+ "):\n",
+ " \"\"\"\n",
+ " Iteratively refines the q-grid using a coarse-to-fine strategy for speed.\n",
+ " \"\"\"\n",
+ " # ... (initial setup is the same)\n",
+ " lattice_parameter = lattice_parameter_guess * 1e10\n",
+ " current_center = hkl / lattice_parameter\n",
+ "\n",
+ " # =========================================================================\n",
+ " # STAGE 1: COARSE SEARCH to find the approximate peak center quickly\n",
+ " # =========================================================================\n",
+ " print(\"--- STAGE 1: Coarse Search ---\")\n",
+ " print(f\"Using small grid ({coarse_q_size}) to find approximate peak...\")\n",
+ " \n",
+ " # Use a larger step size for the coarse search\n",
+ " coarse_dq = np.array([1, 1, 1]) / (step_nb / (q_size[0]/coarse_q_size[0]))\n",
+ " q_ranges_coarse = [current_center[i] + (np.arange(coarse_q_size[i]) - (coarse_q_size[i] / 2)) * coarse_dq[i] for i in range(3)]\n",
+ " q_grid_coarse = np.meshgrid(*q_ranges_coarse, indexing=\"ij\")\n",
+ "\n",
+ " scattered_amp_coarse, dt = Fhkl_thread(\n",
+ " *q_grid_coarse, *positions, occ=None, language='', gpu_name=''\n",
+ " )\n",
+ " print(f\"Coarse search finished in {dt:.2f} seconds.\")\n",
+ "\n",
+ " diffraction_pattern_coarse = np.abs(scattered_amp_coarse) ** 2\n",
+ " \n",
+ " # Get the new, more accurate center from this fast search\n",
+ " current_center = np.array(find_bragg_peak_centre_fast(diffraction_pattern_coarse, q_grid_coarse))\n",
+ " print(f\"Found approximate peak center at: {current_center}\")\n",
+ " \n",
+ " # =========================================================================\n",
+ " # STAGE 2: FINE REFINEMENT using the full-resolution grid\n",
+ " # =========================================================================\n",
+ " print(\"\\n--- STAGE 2: Fine Refinement ---\")\n",
+ " \n",
+ " # This loop should now converge in just 1-2 iterations\n",
+ " for iteration in range(max_iterations):\n",
+ " print(f\"Fine refinement iteration {iteration + 1}/{max_iterations}\")\n",
+ "\n",
+ " # Build the full-resolution q-grid, now centered on the coarse result\n",
+ " dq = np.array([1, 1, 1]) / step_nb\n",
+ " q_ranges = [current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i] for i in range(3)]\n",
+ " q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ " scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid, *positions, occ=None, language='', gpu_name=''\n",
+ " )\n",
+ " print(f\" Fine calculation finished in {dt:.2f} seconds.\")\n",
+ " \n",
+ " diffraction_pattern = np.abs(scattered_amp) ** 2\n",
+ " peak_center = np.array(find_bragg_peak_centre_fast(diffraction_pattern, q_grid))\n",
+ " \n",
+ " shift_magnitude = np.linalg.norm(peak_center - current_center)\n",
+ " current_center = peak_center\n",
+ "\n",
+ " # Refine lattice parameter\n",
+ " q_magnitude = np.linalg.norm(peak_center)\n",
+ " theoretical_q = np.linalg.norm(hkl) / lattice_parameter\n",
+ " lattice_correction = theoretical_q / q_magnitude\n",
+ " lattice_parameter *= lattice_correction\n",
+ " \n",
+ " print(f\" Refined lattice parameter: {lattice_parameter:.5f} Angstrom\")\n",
+ " print(f\" Shift magnitude: {shift_magnitude:.6f} 1/Angstrom\")\n",
+ " print(\"-\" * 50)\n",
+ "\n",
+ " if shift_magnitude < (dq[0] / 2):\n",
+ " print(\"Converged!\")\n",
+ " break\n",
+ "\n",
+ " return q_grid, scattered_amp, lattice_parameter\n",
+ "\n",
+ "def refine_q_grid_final(\n",
+ " positions: np.ndarray,\n",
+ " hkl: np.ndarray,\n",
+ " lattice_parameter_guess: float,\n",
+ " q_size: tuple = (200, 200, 200),\n",
+ " step_nb: int = 400,\n",
+ " max_iterations: int = 5,\n",
+ " coarse_q_size: tuple = (32, 32, 32),\n",
+ " coarse_natoms: int = 2_000_000 # Number of atoms for the fast coarse search\n",
+ "):\n",
+ " \"\"\"\n",
+ " Refines the q-grid using atom downsampling for the coarse search and the\n",
+ " full dataset for the fine refinement.\n",
+ " \"\"\"\n",
+ " lattice_parameter = lattice_parameter_guess * 1e10\n",
+ " current_center = hkl / lattice_parameter\n",
+ "\n",
+ " # =========================================================================\n",
+ " # STAGE 1: COARSE SEARCH (Small Grid + Small Subset of Atoms)\n",
+ " # =========================================================================\n",
+ " print(\"--- STAGE 1: Coarse Search (using a subset of atoms) ---\")\n",
+ " \n",
+ " # 1. Create a small, random subset of atoms\n",
+ " total_atoms = positions.shape[1]\n",
+ " sample_indices = np.random.choice(total_atoms, min(total_atoms, coarse_natoms), replace=False)\n",
+ " positions_coarse = positions[:, sample_indices]\n",
+ " print(f\"Using {positions_coarse.shape[1]} random atoms for coarse search...\")\n",
+ " \n",
+ " # 2. Build the coarse q-grid\n",
+ " coarse_dq = np.array([1, 1, 1]) / (step_nb / (q_size[0] / coarse_q_size[0]))\n",
+ " q_ranges_coarse = [current_center[i] + (np.arange(coarse_q_size[i]) - (coarse_q_size[i] / 2)) * coarse_dq[i] for i in range(3)]\n",
+ " q_grid_coarse = [g.astype(np.float32) for g in np.meshgrid(*q_ranges_coarse, indexing=\"ij\")]\n",
+ "\n",
+ " # 3. Run the fast calculation\n",
+ " scattered_amp_coarse, dt = Fhkl_thread(\n",
+ " *q_grid_coarse, *positions_coarse, occ=None, language='', gpu_name=''\n",
+ " )\n",
+ " print(f\"Coarse search finished in {dt:.2f} seconds.\")\n",
+ "\n",
+ " diffraction_pattern_coarse = np.abs(scattered_amp_coarse)**2\n",
+ " current_center = np.array(find_bragg_peak_centre_fast(diffraction_pattern_coarse, q_grid_coarse))\n",
+ " print(f\"Found approximate peak center at: {current_center}\")\n",
+ " \n",
+ " # =========================================================================\n",
+ " # STAGE 2: FINE REFINEMENT (Full Grid + Full Dataset)\n",
+ " # =========================================================================\n",
+ " print(\"\\n--- STAGE 2: Fine Refinement (using all atoms) ---\")\n",
+ " \n",
+ " for iteration in range(max_iterations):\n",
+ " print(f\"Fine refinement iteration {iteration + 1}/{max_iterations}\")\n",
+ "\n",
+ " # Build the full-resolution q-grid, centered on the coarse result\n",
+ " dq = np.array([1, 1, 1]) / step_nb\n",
+ " q_ranges = [current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i] for i in range(3)]\n",
+ " q_grid = [g.astype(np.float32) for g in np.meshgrid(*q_ranges, indexing=\"ij\")]\n",
+ "\n",
+ " # Use the FULL positions array here\n",
+ " scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid, *positions, occ=None, language='', gpu_name=''\n",
+ " )\n",
+ " print(f\" Fine calculation finished in {dt:.2f} seconds.\")\n",
+ " \n",
+ " diffraction_pattern = np.abs(scattered_amp)**2\n",
+ " peak_center = np.array(find_bragg_peak_centre_fast(diffraction_pattern, q_grid))\n",
+ " \n",
+ " shift_magnitude = np.linalg.norm(peak_center - current_center)\n",
+ " current_center = peak_center\n",
+ "\n",
+ " q_magnitude = np.linalg.norm(peak_center)\n",
+ " theoretical_q = np.linalg.norm(hkl) / lattice_parameter\n",
+ " lattice_correction = theoretical_q / q_magnitude\n",
+ " lattice_parameter *= lattice_correction\n",
+ " \n",
+ " print(f\" Refined lattice parameter: {lattice_parameter:.5f} Angstrom\")\n",
+ " print(f\" Shift magnitude: {shift_magnitude:.6f} 1/Angstrom\")\n",
+ " print(\"-\" * 50)\n",
+ "\n",
+ " if shift_magnitude < (dq[0] / 2):\n",
+ " print(\"Converged!\")\n",
+ " break\n",
+ "\n",
+ " return q_grid, scattered_amp, lattice_parameter"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "id": "d48ecec8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Refinement iteration 1/10\n",
+ "Monkey-patch: Intercepted generic call. Forcing backend to: {'language': 'OpenCL', 'gpu_name': 'NVIDIA A40', 'cl_platform': 'NVIDIA CUDA'}\n",
+ " Found peak center at: (np.float64(0.0055000000000000205), np.float64(0.012500000000000028), np.float64(0.48784969580838705))\n",
+ " Refined lattice parameter: 3.54899 angstrom\n",
+ " Shift magnitude: 0.923702 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 2/10\n",
+ "Monkey-patch: Intercepted generic call. Forcing backend to: {'language': 'OpenCL', 'gpu_name': 'NVIDIA A40', 'cl_platform': 'NVIDIA CUDA'}\n",
+ " Found peak center at: (np.float64(2.0816681711721685e-17), np.float64(2.7755575615628914e-17), np.float64(0.5103496958083871))\n",
+ " Refined lattice parameter: 3.39385 angstrom\n",
+ " Shift magnitude: 0.026320 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 3/10\n",
+ "Monkey-patch: Intercepted generic call. Forcing backend to: {'language': 'OpenCL', 'gpu_name': 'NVIDIA A40', 'cl_platform': 'NVIDIA CUDA'}\n",
+ " Found peak center at: (np.float64(2.0816681711721685e-17), np.float64(2.7755575615628914e-17), np.float64(0.5103496958083871))\n",
+ " Refined lattice parameter: 3.39385 angstrom\n",
+ " Shift magnitude: 0.000000 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Converged!\n",
+ "Final refined lattice parameter: 3.3939\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "initial_lattice_guess = 3.92e-10 # Your initial guess\n",
+ "step_nb = 2000\n",
+ "q_size = (200, 200, 200)\n",
+ "\n",
+ "# Refine the q-grid\n",
+ "refined_q_grid, scattered_amp, refined_lattice = refine_q_grid(\n",
+ " positions, rotated_hkl, initial_lattice_guess, \n",
+ " q_size=q_size, \n",
+ " step_nb=step_nb, \n",
+ " max_iterations=10\n",
+ ")\n",
+ "\n",
+ "print(f\"Final refined lattice parameter: {refined_lattice:.4f}\")\n",
+ "\n",
+ "# Plot the refined result\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.abs(scattered_amp) ** 2,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in refined_q_grid],\n",
+ " convention=\"xu\",\n",
+ " show=False\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "id": "a1d51ebc",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Elapsed time for the scattering computation: 806.2715916633606 s\n",
+ "Spatial resolution in the direct space: 0.16397482967904886 0.16397482967904886 0.16397482967904886 nm\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid ) * .1, \"nm\"\n",
+ ")\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "6e4b52b8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "d-spacing and associated lattice parameter are: 1.9594407681893753 and 3.3938509649257886 A.\n"
+ ]
+ }
+ ],
+ "source": [
+ "q_com = find_bragg_peak_centre(\n",
+ " np.abs(scattered_amp)**2, refined_q_grid\n",
+ ")\n",
+ "d_spacing = 1 / np.linalg.norm(q_com)\n",
+ "print(\n",
+ " f\"d-spacing and associated lattice parameter are: {d_spacing} and \"\n",
+ " f\"{d_spacing * np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)} A.\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "1039c8cf",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "voxel_size = tuple(1e-1 / np.ptp(q) for q in refined_q_grid) # in nm\n",
+ "obj = fftshift(fftn(ifftshift(np.conj(scattered_amp))))\n",
+ "\n",
+ "support = cdiutils.utils.make_support(np.abs(obj), isosurface=0.75)\n",
+ "plot_params = {\n",
+ " \"support\": support, \"convention\": \"xu\", \"voxel_size\": voxel_size,\n",
+ " \"data_centre\": (0, 0, 0), \"show\": True,\n",
+ "}\n",
+ "# cdiutils.plot.plot_volume_slices(np.abs(obj))\n",
+ "cdiutils.plot.plot_volume_slices(np.abs(obj), **plot_params)\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.angle(obj), cmap=\"cet_CET_C9s_r\", vmin=-np.pi, vmax=np.pi, **plot_params\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "id": "0b781db1",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "amplitude\n",
+ "support\n",
+ "surface\n",
+ "phase\n",
+ "displacement\n",
+ "displacement_gradient\n",
+ "het_strain\n",
+ "het_strain_with_ramp\n",
+ "het_strain_from_dspacing\n",
+ "numpy_het_strain\n",
+ "dspacing\n",
+ "lattice_parameter\n",
+ "hkl\n",
+ "g_vector\n",
+ "voxel_size\n"
+ ]
+ }
+ ],
+ "source": [
+ "obj = cdiutils.process.PostProcessor.apodize(obj)\n",
+ "struct_properties = cdiutils.process.PostProcessor.get_structural_properties(\n",
+ " obj,\n",
+ " isosurface=0.65,\n",
+ " g_vector=tuple(q * (2*np.pi) for q in q_com),\n",
+ " hkl=[1, 1, 1],\n",
+ " voxel_size=voxel_size,\n",
+ " phase_factor=1\n",
+ ")\n",
+ "for k in struct_properties:\n",
+ " print(k)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "id": "dca132c2",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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rERERkRL1k5/8hDFjxvDTn/4Ux3HyPRzP7rvvPt5//33+67/+i/r6+nwPR0RERHJM0wNFREQkrzQ9UERERER6otBKREREREREREQKjqYHioiIiIiIiIhIwVFoJSIiIiIiIiIiBUehlYiIiIiIiIiIFByFViIiIiIiIiIiUnAUWomIiIiIiIiISMFRaCUiIiIiIiIiIgVHoZWIiIiIiIiIiBQchVYiIiIiIiIiIlJwFFqJiIiIiIiIiEjBUWglIiIiIiIiIiIFR6GViIiIiIiIiIgUHIVWIiIiIiIiIiJScBRaiYiIiIiIiIhIwVFoJSIiIiIiIiIiBUehlYiIiIiIiIiIFByFViIiIiIiIiIiUnAUWomIiIiIiIiISMFRaCUiIiIiIiIiIgVHoZWIiIiIiIiIiBQchVYiIiIiIiIiIlJwFFqJiIiIiIiIiEjBUWglIiIiIiIiIiIFR6GViIiIiIiIiIgUHIVWIiIiIiIiIiJScBRaiYiIiIiIiIhIwVFoJSIiIiIiIiIiBUehlYiIiIiIiIiIFByFViIiIiIiIiIiUnAUWomIiIiIiIiISMFRaCUiIiIiIiIiIgVHoZWIiIiIiIiIiBQchVYiIiIiIiIiIlJwFFqJiIiIiIiIiEjBUWglIiIiIiIiIiIFR6GViIiIiIiIiIgUHIVWIiIiIiIiIiJScBRaiYiIiIiIiIhIwVFoJSIiIiIiIiIiBUehlYiIiIiIiIiIFByFViIiIiIiIiIiUnAUWomIiIiIiIiISMFRaCUiIiIiIiIiIgVHoZWIiIiIiIiIiBQchVYiIiIiIiIiIlJwFFqJiIiIiIiIiEjBUWglIiIiIiIiIiIFR6GViJSV1tZWrrzySo455hjq6+sxDIM777xzQNt8++23Of744xk5ciTV1dVMnTqVm266Cdu2MzNoERHJiWzUiKeffpqDDz6YyspKBg8ezKxZs1i6dGlGxisiIrmjGpEfCq1EpKxs2LCBq666ikWLFrH33nsPeHtvv/02Bx54IEuXLuWyyy7j+uuvZ5ddduEHP/gBP/7xjzMwYhERyZVM14hHH32UY445hnA4zK9+9SsuvvhiXnjhBQ4++GDWr1+fgRGLiEiuqEbkh+G6rpvvQYiI5Eo4HKapqYmRI0fy1ltvccABB3DHHXdw7rnn9mt7s2fP5q677qKxsZH6+vrk/YcddhjvvvsuW7ZsydDIRUQk2zJdI/bcc08ikQgffvghfr8fgPfee499992XH/7wh1x//fUZHL2IiGSTakR+qNNKRMpKIBBg5MiRaT33iSee4JBDDqGqqoqamhqOO+44Pvzww+2e09zcTDAYpK6ubrv7GxoaCIVCmRq2iIjkQCZrxKZNm1i4cCFf/epXkwcjAHvvvTe77747999/f8bHLyIi2aMakR8KrUREenDPPfdw3HHHUV1dza9//WuuuOIKFi5cyMEHH7zdPPPDDz+c5uZmLrjgAhYtWsSyZcv4wx/+wEMPPcTll1+ev29ARESyJp0aEQ6HAXo8gVFZWcnq1atZs2ZNLoctIiI5oBqRWRX5HoCISKFpbW3loosu4vzzz+fWW29N3n/OOeew2267ce211ybv/853vsOHH37ILbfcwp/+9CcALMvi5ptv5t/+7d/yMn4REcmedGvEiBEjqKur45VXXtnu9Rs3bmThwoUArFq1Ku2z9iIiUvhUIzJPnVYiIjt4+umn2bx5M9/4xjfYsGFD8mZZFjNmzOD5559PPteyLHbddVeOPvpo7rrrLv76179ywgkncOGFF/Lwww/n75sQEZGsSLdGmKbJBRdcwLPPPsvll1/OkiVLePvttznttNOIRCIAdHR05PNbERGRDFONyDx1WomI7GDJkiUAfOlLX+rx8UGDBiX//qtf/Yobb7yRJUuWUF1dDcBpp53GEUccwfe+9z2OP/54Kiq0qxURKRVeasRVV13Fhg0b+M1vfsOvfvUrAGbOnMl5553HH/7wh2TdEBGR0qAakXk6khIR2YHjOEB8PnpPLbldQ6jf//73fOlLX+pWVE488UR+/OMfs3TpUiZMmJDdAYuISM54qRF+v58//elPXHPNNSxevJgRI0YwadIkzjjjDEzTVH0QESkxqhGZp9BKRGQHu+66KwDDhw/nyCOP7PO5a9euxbbtbvdHo1EAYrFY5gcoIiJ546VGJIwYMYIRI0YAYNs28+bNY8aMGTqLLiJSYlQjMk9rWomI7ODoo49m0KBBXHvttcnwqav169cn/z5p0iSefvppNm7cmLzPtm0eeOABampqkoVLRERKg5ca0ZPrrruOxsZGLr744mwNUURE8kQ1IvPUaSUiZefmm29m8+bNrF69GoBHHnmElStXAnDhhRdSW1vL//7v//LNb36Tfffdl69//esMGzaM5cuX89hjj3HQQQdx8803A/D//t//46yzzmLGjBnMnj2bUCjEX/7yF95++22uvvpqfD5f3r5PERHxLpM14t577+XBBx/k0EMPpbq6mmeeeYYHHniA888/n1NOOSVv36OIiPSPakTuGa7ruvkehIhILo0fP55ly5b1+Njnn3/O+PHjAZg3bx6/+tWveP311wmHw4wePZpDDjmE73//++y3337J1zz55JP88pe/5MMPP6S5uZnddtuN733ve1xwwQW5+HZERCSDMlkj5s+fz3/8x3/w/vvv09HRwW677cZ3v/tdZs+ejWEYufqWREQkQ1Qjck+hlYiIiIiIiIiIFBytaSUiIiIiIiIiIgVHoZWIiIiIiIiIiBQchVYiIiIiIiIiIlJwFFqJiIiIiIiIiEjBUWglIiIiIiIiIiIFpyLfAyglnZ2dvP/++wAMGzaMigr9eEWKQSwWY/369QDstddeBIPBXp+3Zs2afr3HyJEjtU8oc6oRIsVJNUJyQTVCpDipRmRf+X7nWfD+++8zffr0fA9DRAZg/vz5HHDAAT0+tmbNGsaOHduv7a5YsYIxY8YMZGhS5FQjRIqfaoRki2qESPFTjcgOTQ8UEREREREREZGCo06rDBo2bFjy7/Pnz6ehoSGPoxGRdDU2NibPbnb9f9yX8yyDGqPv57S4cJvtDnR4UiJUI0SKk2qE5IJqhEhxUo3IPoVWGdR1nmlDQ0NZt/CJFKt054vXmlBr9F1tTNcFOxOjklKgGiFS/FQjJFtUI0SKn2pEdii0EhHphwojfuvzObkZioiIFBjVCBER6Y1qhDf6WYiI9INlxG99Pic3QxERkQKjGiEiIr1RjfCm4BZib21t5corr+SYY46hvr4ewzC48847e3zuokWLOOaYY6iurqa+vp5vfvObyctNduU4Dr/5zW/YeeedCQaDTJ06lb/85S9Z/k5EpJSZxraC09vNTFGMxDvVCBEpBqoR+aEaISLFQDXCm4ILrTZs2MBVV13FokWL2HvvvXt93sqVKzn00EP55JNPuPbaa7nkkkt47LHHOOqoo4hEIts996c//SmXXXYZRx11FL/73e8YN24cZ5xxBvfff3+2vx0RKVEWLpaR4oYWT8w01QgRKQaqEfmhGiEixUA1wpuCmx7Y0NBAY2MjI0eO5K233uKAAw7o8XnXXnstbW1tvP3224wbNw6A6dOnc9RRR3HnnXcye/ZsAFatWsX111/P9773PW6++WYAzj//fA477DD+4z/+g1NPPRXLUvOdiHhjpTEXPVXbr3inGiEixUA1Ij9UI0SkGKhGeFNwnVaBQICRI0emfN6DDz7I8ccfnyw0AEceeSSTJk3igQceSN73f//3f0SjUf793/89eZ9hGHz3u99l5cqVvPbaa5n9BkSkLFhmejfJLNUIESkGqhH5oRohIsVANcKbguu0SseqVatYt24d+++/f7fHpk+fzuOPP578esGCBVRVVbH77rt3e17i8YMPPjit9125cmWfjzc2Nqa1HREpfmktoKgzJHmhGiEi+aYaUbhUI0Qk31QjvCnK0CqxU29oaOj2WENDA5s2bSIcDhMIBGhsbGTEiBEYhtHteQCrV69O+33Hjh07gFGLSCkx0yg2WkAxP1QjRCTfVCMKl2qEiOSbaoQ3RRladXR0APEW4B0Fg8HkcwKBQPLPvp4nIuKV3wJ/irZdv4pNXqhGiEi+qUYULtUIEck31QhvijK0CoVCAITD4W6PdXZ2bvecUCiU1vPSsWLFij4fb2xsTLYLi0hpM0njDElORiI7Uo0QkXxTjShcqhHZsc+Q9KZJiqSyYOPL+R5C1qlGeFOUP4tES25Pc78bGxupr69PnhVpaGhgzZo1uK7b7XkAo0aNSvt9x4wZ0+etpzZjESlNibnoqW6Se6oRIpJv+a4Rra2tXHnllRxzzDHU19djGAZ33nln2q/fvHkzs2fPZtiwYVRVVXHEEUfwzjvvZG/AOaQaISL5phrhTVGGVqNHj2bYsGG89dZb3R6bP38+06ZNS349bdo02tvbWbRo0XbPe+ONN5KPi4h4ZZrp3ST3VCNEJN/yXSM2bNjAVVddxaJFi9h77709vdZxHI477jjuu+8+vv/97/Ob3/yGdevWcfjhh7NkyZIsjTh3VCNEJN9UI7wp2kOqU045hUcffXS7Vttnn32WxYsXc+qppybvO+mkk/D5fPz+979P3ue6Ln/4wx8YPXo0Bx54YE7HLSKlId9nSKRvqhEikk/5rhENDQ00NjaybNky5syZ4+m1c+fO5dVXX+XOO+/kyiuv5Hvf+x7z5s3DsiyuvPLKLI04t1QjRCSfVCO8Kcg1rW6++WY2b96cvCLHI488krxM7IUXXkhtbS0/+clP+Nvf/sYRRxzBD37wA1pbW5kzZw577bUX3/rWt5LbGjNmDD/84Q+ZM2cO0WiUAw44gIcffpiXXnqJP//5z1iWlZfvUUSKm676kT+qESJS6LzWiJ6mqu1ozJgxab9/IBBg5MiRaT+/q7lz5zJixAi+9rWvJe8bNmwYp512Gvfee2/yynqFSjVCRAqdaoQ3BRlaXXfddSxbtiz59UMPPcRDDz0EwFlnnUVtbS1jx47lhRde4Mc//jH/7//9P/x+P8cddxzXX399tx/Sr371KwYPHswtt9zCnXfeycSJE7n33ns544wzcvp9iUjpsMz4rc/nuH0/Lv2jGiEihc5rjUhnAe4d11XKlgULFrDvvvti7jA3Zfr06dx6660sXryYvfbaKydj6Q/VCBEpdKoR3hRkaLV06dK0nrfnnnvy5JNPpnyeaZpcfvnlXH755QMcmYhInGmk7qRSp1V2qEaISKEr5hrR2NjIoYce2u3+xELhq1evLujQSjVCRAqdaoQ3BRlaiYgUOtMwsFJUE9MBULuViEi58Voj5s+fXzBXj+vo6OhxakcwGEw+LiIi/aca4Y1CKxGRfijmMyQiIpJdXmtEQ0ODp/VIsikUChEOh7vd39nZmXxcRET6TzXCG4VWBWKfIQfnewi9MqzMLKRmWEFMK0D1xJPp/M4ZHP6NswG48sWlVMxbS2xL93/8PW+n5//hrt2Pjpb+vCaVPF0yrqI2AAcM459fdvjO2muY+r/TaX/qf+hc+xaOHf/ZunZnzsbj2un9PrNtwcaXs7LdtOaiF+31WUW6y0edMv21hEYcQNUXv8XKr9YQ/MIDnFjzDKPdjfhdO+fjScXC6fNxO88XbU41vlywMTnbejHfw8i6Yq4RiatK7Shx36hRo3I9JBGRkqIa4Y1CK8kJw4q3C/oG7Yz/wK/SfPyf+N4nnwHgX7CFaGskxev7DoIKJrDKI7s1QsV7GzkqNIxrD7uaK07/PXtuPhP7hY2Emz7K+XhShZ2FEmr1lzqtRLLH9NcCxAOrQy/g81NgyP73cnzl84xyN2HlaLHRTEuERvkKr2zMvAdX+X7/XCnmGjFt2jReeuklHMfZbqHdN954g8rKSiZNmpTH0YmIFD/VCG8KNL+TQpGpLisAyz+Iyt2O58NTl/Nr6zZGv9bJ6Nc6ia1p7zN0KqrAKpNdVrbraZyu7RLb1InvnU187Z0Y39r7KpafUkXV3t/AVzUaX9XoZHhYCDL5bysfTHPbWZLebqb2sCKemf5aKsceQeXYI6g68vssOT3KqAPu5aTKZwo+sLIx0wqkyiW4KWfFUiMaGxv56KOPiEajyftmzZrF2rVrk1fcA9iwYQN/+9vfOOGEEzJ+KXMRkXKjGuGNOq0k6xJBSWDoXrhHHM7Xpp7PIS/4iH2yAQAn0vsUj7IMrAYwPtd2ia3voGb+Fr5b4/Dp4b/k83W/pqrlZABaFz5AtHVFZsZZ5kzDwEy1gKIBWohdJH2mv5aqnY4mdMQ5ACw6ZR27T/krRwVeZ4jbUtCBlVddg6tcdl4VQrdVOSiEGnHzzTezefNmVq9eDcAjjzzCypUrAbjwwgupra3l8ssv56677uLzzz9n/PjxQPyA5Atf+ALf+ta3WLhwIUOHDuX3v/89tm3zi1/8ImvjFREpF6oR3ii0kl5lussqtPtX+NcJL3DTuvfxfdBKtCOW4v17/4/cr7AKCjew6mtctutp+07Exl7VSsMbFfy09iW+deItuJv+HYDKtg20LnkYO7JlYOOVom7rFSlEFaHhVO1yHIGjzuL9ry4CYP9JD3KE7y3q3PaiCqy8BkMWjoKrElMINeK6665j2bJlya8feuih5Jnxs846i9ra2h5fZ1kWjz/+OP/xH//BTTfdREdHBwcccAB33nknu+22W3YHLSJSBlQjvFFoJT3K9NStwIj9CB8+jQvHf43dnjCxBzAlsKC6qwYqS+OyO2LwyRZ2rxzCb4+8g3O+UQ/Azq1nEOrYTNuyJ3O6KHspqqgw8FX0XU0qCvSfnUih8VWPpXq3U6g48qu8d/KbfGmXvwHwResDqt3y2Ffle70ryaxCqBFLly5N+Zw777yTO++8s9v9gwcP5k9/+hN/+tOfMj8wEZEypxrhjUIrEZF+KIQzJCIiUphUI0REpDeqEd4otJKsMqxgfGrgpC/z/sxn+NPK1ZiLthDtxzpWBTclMKG/UwO9jMvjFEEApyOG8WETM3xD+N8jbwDgnG/WMWXTWdhPrKFzw3vqthoAM40FEgthAUWRQuevnUDNXmdiH3Mk7x/7PMeO+Tv7mIsBirrLqr9T8HI1VVBTBLNLNUJERHqjGuGNfhTSTaanBvoH70b0oGn829hb2Pk9sDd19hpAFV1g1R8erwq43eu8vqQ1gvv+Jg57yeKwlyyuG3E1i07bSOUeJ1IRGuZ9DJKUWECxz5uR/VMk77zzDieeeCL19fVUVlYyZcoUbrrppqy/r8hAGVaA4NB9GHTAv9E+60t8+tVHOHXsn9nf/Ihqt7NbYGXn4P9TpvU3fMpVmKSpiNlTKDVCREQKj2qEN+q0ku1kOrAyrQDBCV/mgy+/wc1rl2N+0tJjl1XRrmHlpfspE2Py0HHl2i6GZWBvCVOxYCMAxw8ezmsH/IoFR/+R4MoFxD5br26rfjLSOENiZPl48KmnnuKEE05gn3324YorrqC6uppPP/00eeUPkUIVD6ymUT3jfDactBMthzzA6fWPM4HV+N3eL9JhG0ZRLcg+ELla4yqxfXVdZVYh1AgRESlMqhHeKLSSrDGsIL5BO2PuM4Njd72YifMqsNd3dAuh+gqs+qWQuqsKZCz2lggAVW9v4Xuj3+fYE+cyYeGpRJs+oXPDu/kdXJHKd1tvc3MzZ599Nscddxxz587FVA+xFAnDChAaMYPqgy9g+SlVVE6/m6/XPM9O7rq0gpNiC64GOg0v11cWlMzId40QEZHCpRrhjX4UkpTpLiuAwIi9WXrwRr7Z8Tq+T1pwInYypDIsI2Vg5bnLKpchUV9j7+8UwIG8Zw8SPz/XdnBtB3tVKxPedLm67kaWfLWdyt2OpyI0PPPjTGts4by8b6akbOndesuW++67j7Vr13LNNddgmiZtbW04jjolpHAZVgDDClA56hCqD/t3Pv+6nyFfvJuv1TyZdmBVrAYaOlk4Wf/5KBjLrHzXCBERKVyqEd6o00qA7ARWln8Qvl2/gLnXs+z9iQ97zaYu75f6P2HBBlapxl4g3VUJiWmCAE7ExvxoM8eOHc4jM25k3aFzCCx/DXv1K5om6JFppHGGpMs/lcbGxpTbHDNmTNrv/8wzzzBo0CBWrVrFySefzOLFi6mqquKb3/wm//3f/00wGEx7WyLZlgirAKoOvYBPT3UYs9+9HBN6iaFui+dApti6rTIl21MGtTh75nitESIiUj5UI7xRaCVZYVhBKqpG4ew5gW8OvozaF6LYHb2vU7Kjgg2s8jmGAUyjTPw842tcRRj0bgs/2uUFTjjxFaa+ewKRpsVEW1dkaqRlIZ0zIF2L0fTp01Nu0/VwEL5kyRJisRgnnXQS5513Hr/85S+ZN28ev/vd79i8eTN/+ctf0t6WSDaZ/lpCIw6g6tALAFhyepSd972PrwRfZojb0u/tFltwlclASFMGC5/XGiEiIuVDNcIbhVaSlS4rAP/QPVi6fyOHtazAWNmOa6f3YV2BVQ8yuO6XazvElrew99sj+c6RNzPvsL/gXzSFWIcWZfci3wsotra20t7ezr/9278lrxb4ta99jUgkwi233MJVV13FxIkTszcAkTSY/loqRx1E5aHnsWRWfEpwJgKrYlUMwZW6rTIj3zVCREQKl2qENwqtyly2AivTCuAbvTfRSW+y23I/zqamtF5X8IHVjuFRIQRmHiSmCjodMXwfbuaMPW3+9OV57PXclwmvfZtYR25Cq2JfzwrAMA2MFGdIuhab+fPn09DQkLH3D4VCAHzjG9/Y7v4zzjiDW265hddee02hleRV18Bq8Wkd7DLtfoCyDawSMh1cJbaZSQquBs5rjRARkfKhGuGNQivJCtM/CHP8RA4a8hfqFji4ETvzb5KPwCgf75nhqysmgit7fQcT/lXLN2bezfv73I7vvZ2JdazL6HuVMq9X/WhoaPC0ZlUqo0aN4sMPP2TEiBHb3T98eHxh/aam9IJikWxIBlZHzOaj07YweepfOCrwOkBZB1bZko2uKwVXA6MrQ4mISG9UI7zRj0JEpB9MI42rfhjZW0Fxv/32A2DVqlXb3b969WoAhg0blrX3FhGRvuW7RoiISOFSjfBGoVUZy9bUQICKqlF07jqIL5nvULGuEyeNTivPUwPLQYa7rLpyIjbWZ62c1PYBn35hJf6hkzEsXXEuXYa5rbW391v23v+0004D4Lbbbtvu/j/96U9UVFRw+OGHZ+/NRXpgWAEMK9Cty2rK3vdyTOAVhrgt6rLaKhtrUakrqrDku0aIiEjhUo3wRtMDy1A2w6pE6OEbvCurJ65hj+YW3E2p1y8q+LWs8iGLgVXi5+2s72DK54OwJr+Cb/wBWJ89kbN1rYqdWWFgVaS46keKxwdin3324dvf/ja33347sViMww47jHnz5vG3v/2Nyy+/nFGjRmXtvUV2lKgrhhWkcuwRVB7+bRadtpG99rqPI/2vU+e2d7vSnz3AM4jFdOXAniSCq0yGTV23lYlgTFME+y/fNUJERAqXaoQ3Cq0ko8ytBy4VwyfRuuu/2GWND6c12uNz+91ZVQ6BVY44HTFql9ucMOVJPphwCtarQ7O6rlUpLMCekGjrTfWcbPrDH/7AuHHjuOOOO/j73//OTjvtxH//93/zwx/+MKvvK5LQ9SSIl8AK4qHTQIOrUpCtYChT61wpuOqfQqgRIpI/OzYJlNJnYBk41QhvFFqVmWx2WXXdvjVyZ3Yfci+Dlxi4HbHMbLycwqosdll15doO1qp2Dol9xIuTbUK1OxFp/mzrY+q46ku8rTf1c7LJ5/Nx5ZVXcuWVV2b3jURS6BpYLfz6OvaZ8meO8L3Va2A1UMXeZZUrCq7ypxBqhIjkVl/HWQqxpCvVCG8UWklGWcGhALhjRnJo8C18GyPEegibNB2wDzkKrCD+e3C2RJi8IUTjxE/YrW48rMjZ2xc10zIwU/yuUj0uUszia1jFp4SHRhxA5aHnsui0jZ4Cq94eL7cOrGyGQtm4sqCkphohIn3pGmIpwCo/qhHeKLQqI9nusgKwQkMAaBkHU2IrMTZHcO0BfhAvl8AqTzsmpzXCiHUV+EctpmL4rskpng6Z7bYqtYKcWCQx1XNESllw6N4AVB18Pku+2s7uU/6akQ6rcuykynZwlXiP/lK3lTeqESLlZSDHWYnXltpnZemdaoQ3Cq0ko6yqEQCsGbuWcS0x3C2Rbs/x1GWlwCrr3IhD9XqXffZ4m7aRh2H6BwHgdKwH4tN+NFWwO8M0MFL83lRspFQZVoDg0GlUzTgXgKVf8zNun7s4KtD7GlaSWraDoYF2XWVj8fhSpRohIl4pvCofqhHeKLSSjDGsIBWDdwKgdeRSRjRV4OywnlW/F1+XrHFtB9/aTo7wvc3D44ZgBePdcrGO9cmpP9KDNM6QoGIjJciwAgQG70H1Aeey+pThANRO/zPHhF5iiNuiwKrAZWK6oLqu0qAaISL9pKmDZUA1whOFVpIxphXAqmsAoG7IhwxeYuFG7OTjWseqF3mer+zaLjSF2b19E3/ctYW6QfHgMdz0UfI5A+22KsWCq7noUo4MK4CveizV085k04kTqDjwXgBOqnqGEe4WBVYZkItAKBPTBaVvqhEikgnqvipNqhHeKLSSjDGsAEb9SAAmVT9EoNlJBk8KrHpRIDsjtzXKTptMNo5dxtBBo/I9nKJgWGm09RbI71ckUyx/LVUTjqfz6OlsOfyvnDXoSQBGuZsUWGVQrjqZBtJ1pW6rvqlGiEgmKbwqLaoR3ii0kowxfTUwrB6APX2fUrEl2uOVA1NSYJVzTkeMui0WDFmJWRWfHmhaARwVxl4ZRuq55mV2ATQpcaa/ltCYw6n40sksOvJZzqp/nNHuRqA8F07PtlwGV4n380rBVe9UI0QkGxRelQbVCG8UWomI9IPOkIiISG9UI0Qkm7TuVXFTjfBGoZVkjOmvITzcD8AkdxVGSxTXdrT4ek8KbSdku1RuMRg2diVm3cHA1mKYgSJYqoVUxUbKTWDwZELTT+XDYz7mqFGPMYHV+F079QulKPS340rdVj1TjRDZPljpSal+Rsw1BVjFRzXCG4VWZcS1wymLx0BYoSG0Do0v1j0y0oHbGvW+kXIIuApwB+TaLv4Wm11Cn9NWdyKQ+oNGuTNME8Pq++DOMMvg37OUjaq9TmXVV0Lsttsj7GN9jN+NpX6RDEg+AqFMXF1QVCNERKR3qhHeKLSSjDGDg9k8fBMAI1pdiHj8oF0OgVWBcm2HiuYoe/o+ZX59HQCG6c/voAqczpBIuYkdPoPw9Pv5UvAN6tx2rWOVI8UQXKnbqjvVCCln6Z747O15PXUL9edkaq66jgrpRO+OY8nGz0CdXQOnGuGNQqsyk61uK8MKYlUNo23IGgDq2kycjpimBu6ogHc+RluMMWzg1dp4WGX6a6Atz4MqYIbPxPSnOEPi079/KR0fHfYOXx38PCPczQqsyoDX6YIKrranGiHlJpPHF5naVjaOebI9cyXT+hprfwKnHbfX0/YVZKWmGuGNQivJGLNqCGbtOgBqmixvnVPlEG4VcGDl2vHOuEF2J5Hq+O+imApyPsTPkKQoNpYO4KR0jN/pFSYaK7Bc/bvOtURwlI9QSNMF+0c1QqQ0ldLnYy9dWV6+b13hMDXVCG8UWklGmFYAc9BQaivfASC03MCNpLlArwKrguBGbGrsKJGq+Do1Pmvg0wNLuViprVfKzQGh96hxO9VllUf56mZKN7hSt9U2qhEiUmwyHchpGmHvVCO80akzyQjDCmDUDKYh2EhDsBF/u5t6aqDtln5gZRlFEVgBYLtURV06qjvpqO7E8FcPeJOldDaqG9PY9vvt7WYWye9eJA07G6sVSAyAhVPUP7/E+Iv5e8ipAqgR4XCYyy67jFGjRhEKhZgxYwZPP/10Wq995plnOOKIIxg6dCh1dXVMnz6de+65J6vjFZHSZViB0j4u8Eo1whOFVmXItcMZT7sNKwA1NezqX8au/mVYrSmuKlXqYRUUT1i1lRtxqI64hEOdhEOdWog9hcQZklQ3kVKhLquB6TrFbyDBTyFM1etr/IUwvkJQCDXi3HPP5YYbbuDMM8/kxhtvxLIsjj32WF5++eU+X/ePf/yDmTNnEolE+PnPf84111xDKBTi7LPP5r//+7+zOmYRKW0Kr+JUI7zR9MAylgiuMrHjMEw/bm0Vo8318a/DNq7dy4facgisUun6M+hrh9TTzypbOzDboTJi0lndAoDpr0o+5Nqd/d6sYQVKsiXYsNK4VG2Kx0WKiTpsMsvrQuddFcI0vL7GXwjjy7d814j58+dz//33M2fOHC655BIAzj77bKZMmcKll17Kq6++2utrb775ZhoaGnjuuecIBOKfES+44AImT57MnXfeyY9+9KOsjVtEykO5Tx1UjfCmaI+o5s2bh2EYPd5ef/317Z776quvcvDBB1NZWcnIkSO56KKLaG1tzdPIC0+i82ogOwzTX0O01mK0u5HR7kaMthSdVplWaNPwehtLT1MiE/f1dOttG31JZxs9cG2Xihg4FVGciiiG5Uv7tamU5BmVAmjrld6pRmSeuqwGrqeAp9in3BXz2LMqzzVi7ty5WJbF7Nmzk/cFg0HOO+88XnvtNVasWNHra5ubmxk8eHDyYASgoqKCoUOHEgqFsjbmXFKNkGJlWMHtbqWgLLuvVCM8KfpOq4suuogDDjhgu/smTJiQ/Pu7777Ll7/8ZXbffXduuOEGVq5cyXXXXceSJUt44okncj3cgtffy7ia/hra66MMj7bHt9Nh97ymVaa7rAopqEroaUyZ/r77e2XGFD8v0zVwzTQX0C9zWkCxOKhGSLHwepW+QupmGkjXWKnyWiMaGxtTbnPMmDFpv/+CBQuYNGkSgwYN2u7+6dOnA/F939ixY3t87eGHH86vf/1rrrjiCs455xwMw+C+++7jrbfe4oEHHkh7DMVANSJzfNXxf0+G6fd8LGFY215jdLkQkJGBiwL1xbUjnp/b20n+njqH0t1+1226Tvpj6vbaHcbm7PD1QGZO5EI5BVeqEd4UfWh1yCGHMGvWrF4f/8lPfsLgwYOZN29e8pcyfvx4vvOd7/DUU08xc+bMXA1VREqJZUCqtl2FVnmnGiEieeGxRiQOFPrieuh2bGxspKGhodv9iftWr17d62uvuOIKPv/8c6655hquvvpqACorK3nwwQc56aST0h5DMVCNyJy6o/4TfH4IBsHnAzONENsywTRxfRb4LAAcn4G79f+Gm8Mc3OjhHIBhu8n7DdsFxwXbwdj6Z9f/467Z5f+87WBEbXCc+PN64jhg29v/3XbAsbfdn3zu9l+79tYZLbYN0U7crc93ox1gx8CJ4UTacaPtYEdx7ShOpC0eiCXDt/ifTqQF147gRFuSM2+cZOhW2CFXUVON8KQkTom1tLQQi3Wfjtbc3MzTTz/NWWedtV2KePbZZ1NdXV1yZ4vyxbCCmMF6Wge3Uh+2qQ/bEMlyt06hTQdM2HFMRXaFRMsB13RwTQcyOD0QSu/siWGmsYCipgcWBNUIKSR9dSOVwlTBYv8eMiXfNaKjo2O7qRsJwWAw+XhvAoEAkyZNYtasWfzlL3/h3nvvZf/99+ess87qNnWuFKhGiEiuqUZ4U/SdVt/61rdobW3FsiwOOeQQ5syZw/777w/A+++/TywWS36d4Pf7mTZtGgsWLPD0XitXruzz8XTa9kqVFaqjta6Jwe3xD+NuRw9rWg00vCnEkKqrruMr1KDKdgv/51gs0glO9bPOO9UIKUSppvalO1WwkKYIyg481oj58+f3eNa7v0KhEOFw92lMnZ2dycd78/3vf5/XX3+dd955B3Nrt8xpp53GnnvuyQ9+8APeeOONjI0z31QjMue9S1dhVEQxK8JYVhTDcDCN1CexTdPGZ0bwmfHOH78ZweqyVIWVxjYAbNfy/JqeXpu8z7G2e8x2LWzXwtn6Z1eWYW/3vTpdnus43bftbH2965o4joXrmvGbY4Jrxf9MPnmH1ycecy0Mx8KI+bAi1QCYscGYtoUV8+ELB/CF/fg7fVgxC1+nRUWniRmNv9xwwIy6mO1RaO+Elhbcliacts04bZtw2jZgdzbhdGyKv22kBSfaghNpxrHD6sIaKNUIT4o2tPL7/Zxyyikce+yxDB06lIULF3LddddxyCGH8Oqrr7LPPvskd/69tb699NJLnt6zt3mdAkawlnDdemratoZWkQx+iE73wL9QgqJCGUdvPAZXKko9y/dVP6RvqhFS7LROVHHzWiMaGho8rUeSSkNDA6tWrep2f2K/N2rUqB5fF4lEuO2227j00kuTByMAPp+Pr3zlK9x8881EIhH8/uyuNZRtqhGZ991dbqQCGwubihRhukX3UCnxmkIL4nfcB8d62Sd3/Z57eo5N9/Bqx+f39JxYn6+zkjeIB2uJrzvdAJ2un04nQAyLNrsK27XocAPJ50ZsP22xasLRKqLhamirxd86iurNe1LdVE1os49QU/x3ZWxqxt20AWfjKmIbPyPWvIJY62rszg0KsfpBNcKbog2tDjzwQA488MDk1yeeeCKzZs1i6tSpXH755fzzn/9MtrX11vrWV9tbuerXIuxWALOqHv+gdVSv2Rpa9TZ/26tiCawS48z3OCR3zDTOkGh6YN6oRkihSxwIpTpAS9V1pW6rApXnGjFt2jSef/55mpubt5valjgDPm3atB5ft3HjRmKxGPaOa+oA0WgUx3F6fKzYqEZk3s7OunwPQbayDQMMwAB7a7Bg+7avI3YyKDMJ4yOMj1ZCtLkhNjs1bHZq2BQdzLrIEACaO4ZiNw+nav0khq04hJrlYKxcg71qCZHG94k2LSHWFg9B7MiW3H2zxUo1wpOiDa16MmHCBE466SQeeughbNtOtrX11vrm9ZKMfV36EeLJZDqLpJWS+OVWA5g1Q6kPfUSgrZfwxmuYU2zTqhRWlR9NDyw6qhFSiNIJnbo+rs6rIpHnGjFr1iyuu+46br31Vi655BIgvq+74447mDFjRrLrZ/ny5bS3tzN58mQAhg8fTl1dHX//+9+56qqrkmfLW1tbeeSRR5g8eXLWLmmeb6oRUgzSOUlhbXdYsjVAcBNf9VRDtgWwtmGAGQ+7Ir4K7Mr489vqArQ1hFg7sZ5l0dEsax/P5qadGLRyMqM+OpxBH64h9ll8ymx45XyizUuJdaxXB1ZvVCM8KanQCuKtt5FIhLa2tmQ7b09zxBsbG3tte+tNJlvySolhBTBq6hgXWo6vPb4jdfsb4vTnP6cCo4yxTTASc+XtaH4HU+gUWhUl1QgpRF66pTRtsEjkuUbMmDGDU089lcsvv5x169YxYcIE7rrrLpYuXcptt92WfN7ZZ5/NCy+8kLzqlGVZXHLJJfzsZz/jC1/4AmeffTa2bXPbbbexcuVK7r333qyNuRCoRkihylRH7Y7b2bGWWIl9ATZ+d1vHTC0dwGZ2MdawX2Ax7QE/mwYPYtlODXy4z2Q+WrsXwxcfDMDId4+ERR/S+clLhNe9o/CqJ6oRnpRcaPXZZ58RDAaprq5mypQpVFRU8NZbb3HaaaclnxOJRHj33Xe3u0/6f3U3w/RD3SDGV6zGao0vwB7zOj1QB/e508fP2jFcjB4WjJQeVJjJyzP3/pzin0JRalQjpFRoSmCBK4Aacffdd3PFFVdwzz330NTUxNSpU3n00Uc59NBD+3zdT3/6U3beeWduvPFGfvGLXxAOh5k6dSpz587llFNOyeqY8001QsqN105ey3UJuVFCRBlCGzuZ6zigZhGra17kw512BeD9A6bBp/uxy5sXEnz7Azo/fl7h1Y5UIzwp2tBq/fr1DBs2bLv73nvvPf7xj3/wla98BdM0qa2t5cgjj+Tee+/liiuuoKamBoB77rmH1tZWTj311HwMvWQYVnDrnwGc2hDjjLUYbT1cNXBHmQyo1GWVMYZlEPa5+DoqAXAibXkeUYFTp1VBU42QYqO1qUpMAdSIYDDInDlzmDNnTq/PmTdvXo/3n3HGGZxxxhlZGln+qUZIMclVbUj3yrVd+V0bv9tBtbGK8b61ABw47D0W1r/Ea5NmYO93EBNe+R6Bt9+k85PnCG94n1iH1j9TjfCmaEOr008/nVAoxIEHHsjw4cNZuHAht956K5WVlfzqV79KPu+aa67hwAMP5LDDDmP27NmsXLmS66+/npkzZ3LMMcfk8TsoLF67rBKBFYDpr6FzMDQ4m5OhVbfpgdn4T6fAKqMMv0WH3yWwNbRyNT2wb1qIvaCpRkgxUnBVQlQjCppqhBSTXNaG/q6hmOjAAgixmaHme+xR/xn/mvEWr0w4hMp9D2bc83vie/NJ2j97iujWRdvLtvNKNcKTol0Q4eSTT2bDhg3ccMMN/Pu//zt//etf+drXvsZbb73F7rvvnnzevvvuyzPPPEMoFOJHP/oRt956K+eddx5z587N4+hLixmqp62+k2HhMG5HDLcjjW4rKTyWQWcF+MJ+fGE/brQ13yMqbIkzJKlukheqEVKstFZViVCNKGiqEVJM8nUyw8JJ3rzyuzajnM0cZr3Lt4ffyy6H/A/vnfsvOPEUqvf6Br6q0fiqRm/XCFFWVCM8KdpOq4suuoiLLroorecefPDBvPLKK1kekYiUFdNIfQZEZ0jyRjVCRPJKNaKgqUaIeNPfDqyQE2WcsZ5h/pcZvcsaHvtqM7tUHk21FY8h2t5/gEjzZ+XXcaUa4UnRhlaSOQOZGghg+qpoHtLE0HZwIzk6E6CpgVnhGAYVUe0W0uFaBm6KMyCpHhcpJv1Z60L6R9MEi59qhIiI9EY1whsdncqAmaE6Omo3UdNh4kZycLU0BVb9l2LnZ2vfmD4jjTMkhn6gUloKJbjq7xnfYqLgqsipRohIierPFQer3TD7mYsJNszl4WOjjPEdB0C15aP13T+XX7eVaoQnCq3KnNcuqx2ZVgCraihO7Xpq2kwFSlI2dIZEylW+g6sdg5yegp1SDbKkeKhGiEgmFPrJCy8BVsiJsqe5lIrhD/H3o+OLto+0TqLarKD1nbuINH+W1bEWEtUIbxRalbH+BFY9LZZnBGsIhlYR3Gjg2lncsSoQk0JikvpSFjpulhKV7+AqlcSH6EIeYzrUbVXEVCNEZACKcd+/45h7qsEhJ8oexjKsYQ8D8NBMG/gaVdEO3HfvwYm25GCkBUA1whOFVjIghhXAqKylPvgugTZDwVKhSjOpt1xwzOIrkvngWqnPgLhWjgYjkgeFHlxBcYwxFQVXxUk1QiQ/iv2kRSnt73v7Xfhdm91YCcDXhjzCX78UZJeWE6i2YzidzTkfZz6oRnij0KoMDXRKYLftVdUwMrAWq9PBzVZopTAs+2yXyqhLuDI+n3yQrzrPAypwmosukpeDA68hTrEfwMC2sZfSwUzJU40QyalimzpeCPtz0912fOVkcX/U0wkkvxtfB3k3VnLy8P/jweN9DGs4hECHP2vjKCiqEZ4otJK09Tg10ApATQ2jK9ZgtdvEsjE9MFeBlVWinWJpdlm5EZtQxKCzqhUA01+V0WG4djij28s31zRwUxSbVI+LFJNKO0a71fPHhmLoaCqGMaairqvioRohkjvp7hfzfRKjkPbfXQOrHb/ORoDV29TBkBvli+5H7D/yl6w44VZWucOAWzP+/oVGNcIbhVZlJuNdVqYftzrEaHM9RjgHVw7MBi1yB4Bru4QiJtFQGwCG5cvziAqba8ZvqZ4jUipGtcVYWQ2dZu/BFeTmYKC/4Y2CK8kV1QiRwpWP8KqY9tu56MDybe20GhKJMGmtyZgPY1jrPyO8y1o4LCtvWVBUI7xRaFVGBhpYuXZnt24r01+DXeNjGFswOrMQWmW786lrYFXGXVbJpzvgak2rtKjYSLnZY3GA6O5hVleaRI3e/3EXejCU7zPtmaDpgoVPNUKk8Hm58l2m3qfYZCPAMl2XIZEIAFNWVDDyqS2sengpa9dGGLdLJUGFVsnnSJxCKxkQwwoQqXYZbLdDpIh2yKUeVmWCOq365FQYOL6+i7dToS4+KR2hf65hj8AIohOirA/6ijq4guIYYyrquipcqhEixSWdK991fV6qx0uR6boZCa7qYlH2WBVfZXzkE5v57G+f8+biCJs6YVNLKzMH/A6FTzXCG4VWZSJT0wJdu3Pr9uIdV6a/ms6aKDV2FLcjlpH3SMpWmKTASjIhjTMkRX48LLKdTx5fyaRqH7sHB2OPjbIpkN/gKhOBjYIryRrVCJGcyNb+L9V2y3W/m+i86m94VROLMmG9weiXOwBY+velvLk4wrJWiDgGbHLLIrRSjfBGoZWISD+orVdERHqjGiGSWeUaEhWq/oRXQSfGuGaHXd4xWPfgZwC8uzicDKxiLmyOZmW4BUc1whuFVtIvifWtDF817bVt1IWdzE4PzEWXVakroO+11K4cCOAY4KQoJk7h/ApEBuxfn0cJ/GMZ46t9OIdXs3BMlPWB+KWpe/vQWgydTKWyxpUO6AqLaoSIiPRGNcIbhVZlINNXDOzK9FfRXtPMoA4Dt5Cn2vUU4BTyeAuIYQWT00JlG50hkXLzWQsEl4QJPPQZDaGJdAYDdI6MnxJtsXxFHVxB8YyzNwquCotqhEjftL8qDemuc+VzHRraYkxe6KftwcW89378auVLm7d1WQHYbnkkNaoR3ii0KnHZDKwADH8l4ZrNVHeauJEMXT0w02GSAivJAsdM4wyJio2UkHbb4NMtLr6FHfj+/hnj6nenuTK+L/281qbd6v0jRbau0JTpoEbBlWSKaoSIFDLHMLa7MuBApJoqaLoudZEouy33Yzy6gg/eaGLJpvhjLbFtgRWw3d9LmWqENwqtZEDMYC1O1WYqO8zCDILKNbAqoKmBpUpnSKTc2C40RQ2WNLnUfNDGvo8tY8KQXQFo3TPM6kqzz4XZEwo9GCr08aWSGLvCq/xSjRCRctM1BOsaYPldm7GbDernt/LRvLV8uMZlYyT+eLmEVDtSjfBGoVUJy3aXlWkFMKvqCVSuIdhk4NoZ+ICciUCpr8CmHAIryQk3jTMkKjZSamwXNkcNFq1zqX19E3vsXAvALvX1tOwUY3NF79MEu8pkMJSN7iKtcyUDpRohIuUsMW3QdF3qwzbjPvfT9NRiPloZY124fMOqBNUIbxRayYAYwSoGB9cTaDMKIxBSYCU54hourtn3vynX0L85KT1hB9aFYdGqGIOfXgnAqPHVNNVadNb3PU2wq2LoaCr28ErBVf6oRoj0Tfun/MvkFMGemK5L0LEZtdkg9OYmFi1sZUULhLXCuGqERwqtSlS2u6wS72HUDGZ0cDVWp5PZhdj7M61PU+IkhzQXXcpZ2DFY3upSv6QDgLqnVjB+9ESaKtOfJgiZC66yPSWuGAK23ujAMD9UI0REoCZqM2aZn6aXVvPZOofNUR2vgWqEVwqtpN8MKwA1NYyuWIPVbpORZdj7Ezyl85oC7bLqaUqlYWkPVQxUbKSc2S40xww+2RTftw57q4kpkzYwbuRgNo+JsaXCn/a2MtnNlM2ARsGVeKEaIZKa9k2lze/aDG+F0HtbWPRxG6vaNC0wQTXCG4VWJSgXXVYAhunHrQ6xk7kGoz2WmTWtvCrSwCovP6s8MqwArh1O+ZzepHptPjimi5OirTfV4yLFzHZhYyT+949X2wyft4pRUwbTWO/QXuOk3W2VUAyhUDGMsTc6OMwt1QgRKQbZnCIYcBwa1vtoe3Mpy9Y7tMTUZZWgGuGNQivpN9NfQ7Texwh3M0ZnRvqs+tafLqxyDaxst+CmS+YqTM0V10hjAcXC+hWIZFxiXYpVbS6fLulg6CtrGLtrA2srbaIV3sOdTIRC2Q5ninmdKwVXuaMaIZIe7ZdKk4VLTcRh8HKHpYtbWNMe77JKHJoV2GFKzqlGeKPQSkSkH3SGREREeqMaISLFIhvdVpbrMLTNxFy0mVVro7TEtu8lKPfwSjXCG4VWJSaX3Symv4bOWpshsQ7cjninVUYXYx+IQhlHF+U2JbDUxaz4LdVzREpZYlfbEjP4dKPLTq+vo+GgkQwdYdNWXYFjeP80WixT8IplnDtSV0NuqEaIiEhvVCO8Kb5PW1IwDH81bbXt1IdjEMnB9MAilk5gZVhmZhdhL8DgrpTEF1B0U9xyN55rrrkGwzCYMmVK7t5UZKuwA+s7YdnyMLy5nlFNFkGn/3XBwkne+iNXYVKxhj/FGLYVm0KrESIiuRRwHIZvqKD1vQ2s3uLSbvd8EqtcD1dUI7zRj6JEGFYg52sGmb4q2ge1UBM2cCMF9MG9gPZ+ru2ow6pEJeai93XL1Vz0lStXcu2111JVVZWbNxTpQbttsHSTy8Y31zFiZQU1UTsj0w0KPRgaSLiWTwqusquQaoRIodP+qLR0Xc9q3aetrO/o+/CsgA7dckY1whtND5R+Mawgpr+KzprNVHUaUCjBTAHt9QoirPK4ILttgqFYPy2O4eIYKeaip3g8Uy655BK+8IUvYNs2GzZsyMl7iuwo5sa7rVYs7WC/hc0MnRxkU8DFYeCfuvozFS/X0+CKcbqgpgpmTyHVCBGRVDK5rpXlOgxuNzAXb0muZ5VKua1xpRrhTXF9upKCYgRriVW2UNVh4tpu/tezyvf7d+E1sMrotMB+MiyDmOVixvyYMT/Y0XwPqaDZZnq3bHvxxReZO3cuv/3tb7P/ZiJ9sN342larNzl0vLuekRsrCNqZmzpeDB1NXsZYKN+PjZm8SeYUQo0Ih8NcdtlljBo1ilAoxIwZM3j66afTfv1f//pXvvjFL1JVVUVdXR0HHnggzz33XBZHLCKlwOe41DdbdH7cxIYWN3ml4XQU0OFcVqlGeKNOqxKQ62mBCaa/ErNyC4HNJq7WtEoqiA6r/rBMwj4Xf0clAE6kLc8DKmyJ1t1Uz0lobGxMuc0xY8Z4GoNt21x44YWcf/757LXXXp5eK5INMRfWtsHGxc0MbzSoHOvQZrn9WpC9N146mvLVSeRljInxFUJopM6rzPFaI7Lh3HPPZe7cufzwhz9k4sSJ3HnnnRx77LE8//zzHHzwwX2+9uc//zlXXXUVs2bN4txzzyUajfLBBx+watWq7A5aRIqez3Wp21DBlmWtbOosnyDKC9UIbxRaSb+YVgAjWEPAvwp/ZwH0cRbI3rA/gVUhdFklRC0XK+oDwFWnVZ/cNNp63S6PT58+PfU2PbZl/+EPf2DZsmU888wznl4nki22C1uisHZthDFL26jd25exKYJdFVLQ05tUwVXiscT3UijTCxVcZYbXGpFp8+fP5/7772fOnDlccsklAJx99tlMmTKFSy+9lFdffbXX177++utcddVVXH/99fzoRz/K2hhFutpxnyi5N9Apghbx11ZGHULroqxYH6E1jamB5Ug1wpv8fzqS4mVWEKjowIqS39CoiAOrQuRaNq5VOJ1zrh3O9xB6lO+23o0bN/Kf//mfXHHFFQwbNix7byTiUdiB9Vscoh9vZkiLheVmb9+YzsFNPoMgr+MrlIO1QgjPil2+a8TcuXOxLIvZs2cn7wsGg5x33nm89tprrFixotfX/va3v2XkyJH84Ac/wHVdWltbszdQESk5NWEDY1U7GzfbtBfOIUVBUY3wRp1WgmuH+zXF0PAHCFodGIXxGbsoFVKXFYDPNohVxDusDMuX59EUNgdINUW/63+N+fPn09DQkLH3/9nPfkZ9fT0XXnhhxrYpkglhx2Bdm0vLks3UbxxNYGSMzizu6roGPYUYtqTTQdW1u0kdV6XBa43I9BTyBQsWMGnSJAYNGrTd/Ymu33fffZexY8f2+Npnn32WAw88kJtuuomrr76ajRs3MnLkSH7605/y/e9/P+0xiPSH9j3FK3GSqqrTwF7VyqY2b+tZlRPVCG8UWpUAr6FTT50r/QquzAr8VgQrpi6rkuiysh18toFrxr8Xw/ID4NqdeRlOoXZYJThpnAHpOhe9oaHB85pVvVmyZAm33norv/3tb1m9enXy/s7OTqLRKEuXLmXQoEHU19dn5P1EvLBd2BKBdcs7mLQiRt0Eh5YMr2vVm0IJfHbkdVyF8n3o4LH/vNaITE8hb2xs7PFESeK+rrWjq6amJjZs2MArr7zCc889x5VXXsm4ceO44447uPDCC/H5fFxwwQVpj0OkP7TvKU7m1l1UKGwSXttOm1Ya6ZVqhDcKrUpErg/wDSuA4Q9QabZjxsj/lQPzqL+BVaF1Wbm2i+mA7VOnVTocI40zJFk6Rl+1ahWO43DRRRdx0UUXdXt855135gc/+IGuKCh50xKDNRttJi1sYvCMwayuzPy6Vr3pab2rYjgA2nGMhbJuVzH87ApRPmsEQEdHB4FA95ORwWAw+XhPEtM8Nm7cyP3338/pp58OwKxZs9hrr724+uqrFVqJSI+sraFJqMMi3BSmI1Yw/QUFRzXCG4VWIiL9YBvxW6rnZMOUKVP4+9//3u3+n/3sZ7S0tHDjjTey6667ZufNRUQkJa81ItNTyEOhEOFw9xOanZ2dycd7ex2Az+dj1qxZyftN0+T000/nyiuvZPny5YwbNy5jYxURKTeqEd4otJL+My0swwanfCP0UumySjAdcM38r5hY6FMDIb+Xqh06dCgnn3xyt/sTnVU9PSaSS2HHYE2LS9uiJoZuGkpwsE20Irf7vULrDvK6tpWX12Wbuq2881ojMjmFPLG9ni49nlgXZdSoUT2+rr6+nmAwSF1dHZZlbffY8OHDgfj0EIVWsqNMd4dqv5MfA7mCoLn16oHBNoOW1hgdunJgr1QjvCnMI2cpLmaeFtgr0n7TnAdWtrvtloLpGrimXRDBVaFzjG1nSXq7ae1JKWebOqFpRRuDNpoEbQfTdQd0Ke1S0N+rHVo4yVu+2JjJm6SW7xoxbdo0Fi9eTHNz83b3v/HGG8nHe2KaJtOmTWP9+vVEIpHtHkuscaIr1kpfMrmf0v6muPhtF7/t4ut06Wy3iShz7JVqhDfaEwhAv64e6EbDhB0/bpn+KyqJxdcLUDF0WcG2ueipbrk0b948Pvjgg9y+qUgPbBc6bNjcFCOwNkygSE8yZMNAD+gKofNAB5Kp5btGzJo1C9u2ufXWW5P3hcNh7rjjDmbMmJG8KtTy5cv56KOPtnvt6aefjm3b3HXXXcn7Ojs7+fOf/8wee+zR6xl4kYRMhuza3+TeQC+cYsYgls8LdRUB1QhvND1Q+iURLNhU4JpgWuXTUjKQsKpQpwX2xbCCebuCYCGLGgbRFF2G0RxcLU2kUIUd2NzqwLpOKqNB6Hl5hLKUaspfqmkxmjJY+PJdI2bMmMGpp57K5Zdfzrp165gwYQJ33XUXS5cu5bbbbks+7+yzz+aFF17Y7qpTF1xwAX/605/43ve+x+LFixk3bhz33HMPy5Yt45FHHsnamKX0ZGrKoPY3UmpUI7xRaCX9Z9tEbD9uvqYH5kGpB1aO4WI4VuonZkmxdFlB/CyUnaKYDPRMlUgxs12D1k4Xe00blZFKrK1rXeTqKoKFLtXBnIKr4lYINeLuu+/miiuu4J577qGpqYmpU6fy6KOPcuihh/b5ulAoxHPPPcell17K7bffTltbG9OmTeOxxx7j6KOPzuqYpTR13U/ke78l6RnI2laSmmqEN2Wx1wiHw1x22WWMGjWKUCjEjBkzePrpp/M9rILRn6mBADgxbDd/AUeulfp0QMMyCPtcfB2V+Doqce1ovodU0FLNQ0/nqiBSGFQjsiPmQlsEYps6qeowsFwHyy3t/Wh/DCT0KYTASAegPSuEGhEMBpkzZw6NjY10dnYyf/78bgcU8+bN2+4MesLw4cO588472bhxI52dnbz++utlG1ipRmRWf6cOal+Te15DE9ON33BcHKdolx/OCdUIb8rif/+5557LDTfcwJlnnsmNN96IZVkce+yxvPzyy/keWnGzY0Qcf/LKBkYupwgW2V6wGLqsDL9Fa8Al0FFJoKMSJ9K27TEruN0tG4qpywoSc82NFLd8j1LSoRqRPR0xCDeF8UfMbR9mpZveDuDSOUhTcFWYVCNKh2pEdii4Kl2G7eKW8dXl06Ea4U3JTw+cP38+999/P3PmzOGSSy4B4nMzp0yZwqWXXsqrr76a5xHmV7+7rADXtok6fpyS/1fU/y6rYgirkiyDcIVBoD0eSrnR1l6fumNwVY5rXhVCW68MnGpEdkVsiLbH8EWNZJeV6br6v9GD3qb7pTMFT1MFC49qRGlQjciu/qx5pX1NbiX2U+lMFUyELK5lYJTR8jH9oRrhTREdUffP3LlzsSyL2bNnJ+8LBoOcd955vPbaa6xYsSKPoytubrSDcLSKaMCFEl6IvSQCK8tI63dkG2A6JqbjbewD7cAqti4rABsjrZsUNtWI7LHd+C0WdvBFUj9f+u64SnVQVwgHcemMs1yoRpQG1Yjc8Lr/0r4m99IJUGzTiN+CJn6/gV+/ol6pRnhT8j0yCxYsYNKkSQwaNGi7+6dPnw7Au+++m7ykYyorV67s8/HGxsb+DTJPBtJl5dhh3M4WouFqon63sAIaKSrFGFjBtpbeVM+RwqYakX2u7WKoxz1tfXVNFcPi7KBOCFCNKBWqEbmjrqvCl2px9sQaTJEQBCsthVZ9UI3wpuRDq8bGRhoaGrrdn7hv9erVaW8r3aIkIqUvnbN8hXDwKH1TjRCRbFCNKA2qESKSDaoR3pR8aNXR0UEg0L2jKBgMJh8vNwPpsOrKjbRDxzDCPUwPNCwjfna9y/1ukS2eDiUyNTBdlkFnhYEvHN8tuLbm8/RFc9FLg2pE9lk+E7ui+Pb/hSqdbqvE8/Ip8f7l2gWhGlEaVCNyz2vHqLqtCkfUiP/eOisdgrU+/FYHllF018/KCdUIb0o+tAqFQoTD3acfdXZ2Jh9PV6p5642Njcl24XLgRtupaK+hY7iTDKe6hlQ5vZpgFpRVYEX86oEtlo9giw+AWD9CK8MKelqUvVinBgI4mDgpPlSlelzyTzUieywD/BZUBEyifjflhzNJX7Eszg7le0CpGlEaVCPyw2v4Xq77mXzoa4pgYiWAjpBDzZAg1b7mHI6suKhGeFPyoVVDQwOrVq3qdn9i3vioUaPS3taYMWMyNq58yVSXFYATaSPQVkNb0IUiDWp609/AqlgZlgF+k2YrSEV7/L5oEQdKuWAbpDwIt3WMXvBUI7LLMsBX5aPD5+rSzRlWbMEVlFfXlWpEaVCNyC8v+zAFV7nTW3Blb+20agvF8I+soiYAFeq06pFqhDf5/ySTZdOmTWPx4sU0N2+f9L7xxhvJx8tFJgMr1+7EibYRbK2iJeBipFhpL+NTAxNXw0vzqni5UqxdVgCuz6SFEFang9XpZH16YDF3WUH87Ied4qYzJIVPNSK7/BZYQYuYpgd6ku6BVzoHc4V0EFcIAVquqEaUBtWI/POyDyunfUy+9TR1LXHFu9aAgzWumsHVJn5T9b8nqhHelPxPYtasWdi2za233pq8LxwOc8cddzBjxgwtijgAbqSVquZKWvxm/MgknzIYXJXbtMCkoMVaBmO0RzDaI0UfKmVbqkKjyzEXB9WI7LIMsEIVREu+rzt/im1fU0xjHQjViNKgGlEYFFwVpt7WXGrxG8QaQtQNsgjo19Ej1QhvSv5j5IwZMzj11FO5/PLLWbduHRMmTOCuu+5i6dKl3HbbbfkeXs5ksssqwYm0ENrsY1NFEMPf+zpGxbgAu1dFH1gR77Ta6NRBe3xRUdfx3mmV7npWpRCIxQyLmNF3WJvqcck/1Yjs8llgVfuIWS62/j9kVV9TYwplmmA5UY0oDaoRhUNTBYtHZ4VB+1CLwcP8VFdEaYpqiuCOVCO8KfnQCuDuu+/miiuu4J577qGpqYmpU6fy6KOPcuihh+Z7aEXNibTg3+KwzhyEW9WKYZndupSKLbDqT5dVwQdWaXahuT6TVqcSotEsD6g0RLAIp9iFRlCxKQaqEdlRYUBNAKz6IB3+7WtBYi0MXRknsxRcFQ7ViNKhGlE4FFwVnp7Wt4oaJlsG2wwZVUltoI0VushmN6oR3pRFaBUMBpkzZw5z5szJ91DyIhtdVhDvxDG2tLPcHYEbXJuV9yh0BR9YpcmwTByfwRa7JquhVSl0WCU4WNgpiomjYlMUyr1GZItluFSHTIxhQdr9LjYKqHKhr0XPFVzljmpE6VCNKCwKrgpP4gRUIryKmiabq6OMnlDHsOoNBJpd2rWq+HZUI7wpi9CqnGUrsIKtAURLK0tjo3BCH2JYBq6dtbfLOq9dVqUSWCU4foOm2GDq2loA7wFTqqmBpRRYAcSwiKUoJqkeFylllgFVQRO7PkDU1EGDVwMNmHSwll+qESLZk9i3pbOP1L4w92wMmipd3D3qaBhWQc26KGFHUwS7Uo3wRqGV9Jtrh3FbNrOqczSxKqvbP6ZimxqYrqILq2w3rSmCdoVBa7Saumh661KVuxgGsRQflmLqLJEyFjChqtokVmP1GlqZrqspglnUU9eVuq1yQzVCJPvS3Z/11YEqmdO146rFb7JlnMWIXSqp/2QLG7J7UfKioxrhjT61lLBsdlkBOHYYt30LmzqHEa5KLxgpRK7tpN1lVXSBlQeuCY5r4do2ru2tZa7cuqxgW1tvXze19Uo5q66A6sF+2msh0kd92HEtDNkmUwdYOx7U6cAt+1QjRHJDVxYsPI5hEDZN1g2NUbPnEEbWQMBUre9KNcIbdVqJiPRDzLWIuSnaelM8LiIipUk1QkREeqMa4Y1CKxkQp20THW1D6Kx0qc5nF1IOpiKWRJdV15+TZaQ9dVC6szFTzjXXGT0pV5YBtQGoGVfF2lqbqNH3/wVNE8w+reuSW6oRIoVJ+8LciBgWG6tjTNqrntHDllOzIaZ1rbpQjfBGoVWJyvbUQIhPCXPaNmC17EPLYIdh/uL7j1U20wJ7qhCJ+7JcPUpxaiBoAUWRvlQYMKzaILBzLZurHaKmL99DKlqZXIOq67ouWtsqu1QjRHLH6/5MwVVubA6YbNmpghE7V1L/WbPWtepCNcIbhVYyIHbHZqqahtIyysHwl+Z/rKIPrLIo1VpWpcxOo9ikupStSKnymy511RaMraI1kF4wrm6r3nm5UlY6FFZln2qESG4puCosiXWt1g+NsevUoYx+q4VlbS5hx1C3FaoRXim0KkG56LJKcKOtVG6pYVMIKMJOq76Ua1hlWJnbQZZqlxUk5qL3vQvVXHQpVzUVUDe4gsiIAO0VUWxdAScj1B1VPFQjRHKvP8FV4nWSeRHDYv2gGLtOG8LoESuoWx9lbekeGniiGuGNQisZECfSSuWWEFv8VtF1WvU2NbBswyoHTCP9qwaWc5cVqK1XpDeWAfVBGLJTFVuGuXR62Keq20pKhWqESPFQ11V2OIbBpoBF03iLhsmDGPnZRjZunSJY7t1WqhHeKLQqMbnssoJ4J42/3aTTrOi2oLdhGbi52CNl6D3KNaxKsGIuIasDfMF8D6Uo2Glc9cPWGRIpQwHTZVStQfXeQ1k6JEbU9Pb/QMFV39RtVRxUI0SKi4Kr7Oi0LFaNiLL3F0ay05tNLG91aIoaycPGcg2vVCO8UWglA+LaEcwotJqBbqFVTgKrASj3kKor13YwIy51vs0YwUqg7wA0nS6rUp4aCBBL46ofMR1YSglJXHA0lTofjG3wYe9Zx8YqGzvFlQPFOwVXhU81QiT3BrpfzHRw1dd4yiUgszHYUAntUwax08RKlqxtpaUZYls/T6T72aLUqEZ4o9CqTCQChEx3Yrl2mIpWmyaqcINNGd225JYZdRlS0cSWYN+dVuU+LTDBditSzkW3UzwuUmxSfbi0DBgWgqE7V7N5jEmbz+nXelamG38TdVxJsVKNEMm9TAT6XV+fzWApV++Tb45hsMVvsXKnKBMPG83EJUtY3+GwIbKtvnfteyiXAEs1whv9JEpUb10uXe/fMcDq67Fe38eJYLSH2Ugt+FYnu5d6Wy8q48plz5YDRtQhaITZ4tOl6dMRdv1Ybt//T8JuaXebSXnqK7iqtOJTA6umDGFVfYywqbOE2aJuq8KmGiFS/HK1UHupLwgfMSxWDLYZPaOeXd+oYcXGLbQ0xT9IhJ3tT05ZZXKuSjXCG4VWJcbLlKy+nuva4fS7smyHsOvHLZe9TKlyXOrMFtZuDa0M09/tKel2WZX61EDQXHQpbz0FV5YBQ/wwepQfZ+pg1tXEsI2BfczQ+lZSrFQjRPIjG4F+b9vLdMhUqt1XiW6rZTtH2WPmOCZ/soi1bTEA1oW3TRUsJ6oR3ii0kh5lahphVhdjV5dVxri2i9FpM8TYglsZ/93nelH/YhNzzZTFJuaqC0LKg2XEu6x2qoOG/Yawfuf4B9T+TA3ckYKr3qnbqnCpRoiISG9UI7xRaCUi0g82FcRS7EJt7WJFRMqSaoRI6dvxpEG2FnEvha6riGGxvM5h5H5VjJ8xhDUb1wHQusalOVZ+J6ZUI7zRT0Kyxtg6XdAosqsKlisj6jCINtxgz7sFLcC+Pdu1Urbtqq1XSlnXXXuFAcODMHF8AN8hDawYHqXT6j7FWDJP3VaFSTVCJH/ytV/M1nvmMsDKVhDnGAYtFRV8NibCPseMY/JnLQCsb21nSbPbbW2rUqca4Y0+5UjO7Rhi9YuCr8yzXSqJ4PgMHJ+BoQPOPtlb23r7utlq65UyUVPhMnm4wZjDRrJ2jwrWV5oZmRqYkLiaYCGxMZO3fCuFs/ClRjVCRLIh13Wna60b6HtHDZPGKovle8GIr4xjxFfGsefYCoYH4ie/ykkh1IhwOMxll13GqFGjCIVCzJgxg6efftrzdo466igMw+D73/9+FkYZp2opeTGg4EqBVWYlfhe2i9+N4fjA2eECgl66rMphEXaIt+zaboqbmlmlxFVaLpWWy661MHnvGpwjGvisIUq7VVFW61Bl8kO9lIZCqBHFdEAikmmlHuZno9aku72BvHebVcFnQx2aD6qj+aA6dj14GJOGGdRUlNfxXSHUiHPPPZcbbriBM888kxtvvBHLsjj22GN5+eWX097GQw89xGuvvZbFUcbpU5V043kBbsskYEQwFCYVN9sl6GwLrbQQe99SnR1J3ERKVcB02akadqqGvXcLUPfVXfhk9xjrgxVEjfjHi0wGV4XYbdWXXIdXpX6AVmwKoUYU0wGJSDaUw34xnydJ+lPnHMNgU8DHxztH+HjnCNZXxrLHXlXsWhs/EVYu8l0j5s+fz/33388vf/lL5syZw+zZs3nuuefYaaeduPTSS9PaRmdnJxdffDGXXXZZ1saZoNBKBsQw/bgBH9V0QDTLhcF21WWVRa7tYuFi+xxsn9Plfq1l1RPHNZPz0Xu7OZr6ISWqwoCGEEwbX8G08RWM/drOLP+Cj88HQ6e5/YcsxzAyFl4VW3AFuQ2vyuEArVjku0YU2wGJiPRfvrt8vb531DBZXVXB6qoKPpviMPTEndlrYoCdquMnxMpBvmvE3LlzsSyL2bNnJ+8LBoOcd955vPbaa6xYsSLlNn7zm9/gOA6XXHJJ1saZoLkrMiCGFcCprKCeFoyog2vrA3Mxs1z9/tKVaN1N9RyRUlNhwPCAy9TRJhO+MhqAjUfUsXhElBbL32tAlbi/GIOnnnhd6NfGVKhURvJdI/o6IPnJT37CihUrGDt2bJ/b6HpA8p//+Z9ZG6tIOvq7Dy23i1Ukvtd81Bsv7504wfXZUIfaL1Yybs0YWpuX0bE0ltUxFgqvNaKxsTHlNseMGZP2+y9YsIBJkyYxaNCg7e6fPn06AO+++26fNWL58uX86le/4vbbbycUCqX9vv2lIyoZEMPyYwcNqt3O7HZBqcMqO3ZYW8w2BlbUy2U9K4gvoJj6qh/l8yFJykOFAXU+l92HG+x+4BDCXxkFwMKdwmz29x5YdTXQ8Mp03aJdLysXBxOJbZfTQVoh8lojyv2ARKQvif1Ztq5sV4q8XnEwkzUjnVqXqOObK3x8PDpM6KjhTFzfQdsTazI2jkLmtUYk9t19cT18rmpsbKShoaHb/Yn7Vq9e3efrL774YvbZZx++/vWvp/2eA6HQSgbMNcFyNXWv6OwQWBmWgY2BYcfvd9HUwL44aVyq1tGaVlJCKoytVwkcAnvtW4Pv1F14b7d4UL025E+uY5UuxzDKMrgCdV2VA681otwPSER601eYkm4wU+5hfk/fd9efV7Z+LumGV2tDfj7aNcy0E8axx4byOPbI93FER0cHgUD39YuDwWDy8d48//zzPPjgg7zxxhtZG9+OFFrJgLkW+Fw7e2+gMCzrDMsAyyBqWFSE4weC4TLqmuoPx7VSFhOFVlJK6nzxwGqffaupPXMSH06NsbI6/jHCa2CVMJDgqth5PQvuVblNiSk0+a4RxXZAIjJQ6QQk2i9uk8ufQ6rfTWKNq9AeUfY8ZZecjSufvNaI+fPn93gior9CoRDhcPdjvc7OzuTjPYnFYlx00UV885vf5IADDsjYeFJRaCUDYlgBogGHoGMrXComVg8dCpZBh+nDjMa/dO1IbsdUZGzXxNT0QCkjk4fAfvvXUHfWJBYfAEvrTNqtgX+M6O90wWLvtuoq2wGW5J7XGlHuByQiIuXEa41oaGjwNEU8lYaGBlatWtXt/sRU9VGjRvX4urvvvpuPP/6YW265haVLl273WEtLC0uXLmX48OFUVlZmbKyg0EpEpF8c18Jx1GklIiLdea0R5X5AIpIp+VyIXPrW1++m3apgaZ1LaF+YmOuB5UG+jyOmTZvG888/T3Nz83ZrHyY6bKdNm9bj65YvX040GuWggw7q9tjdd9/N3Xffzd///ndOPvnkjI5XoZUMiGH5CVdGqIrZuJEsTBFU91bm9dRlBbg+kxZCWJ0q8umIOT5wfKmfI1Ii9tu/hrqzd+OjGfDpYIOWCl9GF8UttKmC+bx0eFcD+ZlqKkz+5LtGFNsBiUhv+rsfU3hVuHqrc21WBZ8PiZRFaJXvGjFr1iyuu+46br31Vi655BIAwuEwd9xxBzNmzEheqGP58uW0t7czefJkAL7+9a/3WD+++tWvcuyxx/Kd73yHGTNmZHy8Cq1kO4bVff2Dvp/vJ+az8TkoYCp2fpMtVGGE45ea7c+VAA0rUDZXEHRdEzfFGRBX0wOlhKQKrGDgC4x7nSqYrSmChRT0aOpgccp3jSi2AxKRbCmk/bn0LPHZwTEMNvr9+R5OTuS7RsyYMYNTTz2Vyy+/nHXr1jFhwgTuuusuli5dym233ZZ83tlnn80LL7yQvBDI5MmTk/ViRzvvvHPWTmgotJKBsfzEfDF8jrfAyk0n4FII1iPX3nbQYlged2a9dFkZlokbsNjo1kJ7fL0L1+nfmlaJ4LPUwyvHSaOtN8XjIsXkoxmwuD6+jlWqqzkNNFzp7zpXpU6dA8Uj3zWi2A5IRKS8dQ2uykG+awTEu2evuOIK7rnnHpqampg6dSqPPvoohx56aFbftz8UWsmA2b4YPhuFTFnWNazKyvZ9JhvswbB1kdaBhk6lHl7Fz5D0HRqq00pKyb+G+nAMI62z1pkIriA/4VUxnJX30n2lKYL5UQg1opgOSKT4ZWq/3xPtx8pDNv8NFZpCqBHBYJA5c+YwZ86cXp8zb968tLblZvlzmkIr2Y5rhz1NETRMP47pYHr4d6ouK+8GHFj10mHVlRMw2RgbTMXW0Er65jomjpOi2KR4XKSYLLYaGOeux0rzg0kmu4LUedU7dV8VpkKoEcV0QCKlQfsjGahyCScLoUYUE4VWMmC2L4rllEcrZz70FFh5mhaYIrAyLAPDMogEDTZGhjC8vXnr+5Zmh1SmuKQxF71MCq+Uh/mRvaj3v0qt2+HpdZk8c6rwqneZXMBdBk41QspZNsIrdVtJKVGN8EY/CenGtcPJwKJrcNFTiGFYPhzTxnTT66BKq8tKkrI9JTDJMoiGXJo6h+G0bY7fFFr1zTXTu4mUiLdXH8YSdwwRw/saC5k+0HAMI3mTntmYyZvkgWqEiPZB4pldLnVdNcITdVpJr/oKrrpOIXRNBzOT2YqCLaD3wCqTXVZdtxkOukQ6B+F2tqS//RRKuVvLdcyUbbtq65VSstP8A3l+8GeMqN3EKDalPU0wQVfBk3KiGiGyjaYNSjoihsUyY3i+h5ETqhHe6CchA2JYfhzLxnLLJBXPkYx0WKURWBmJ51gGHSEHOmpwI+24kfaBv3+pc0xwrBQ37WKldNS9tI7WRV/i1cg0Wo3ggM6G6sy7lDzVCJFuBtp5pdCrdEUMi0+NBu7fdHK+h5IbqhGe6CchA+ZUROOdVimCFk0NTE9fgVXaXVZpdlht265BR8DF11qH07kFp3MLrj2wBdlLucsKUFuvlJ3OBY8w8blRvL3yS7zv7ELEGFizdqEGVzookoxQjRDpVaHu/yX3bMOg1QzwL3bhvnWnMezx0/I9pNxQjfBE0wNlQAzLh2vaVNjqtMo2T9MC09rett+Z4bdoDToE26pxIm0ZfZ+SlTgLkuo5IiWiY+WLVLy2ExMbjuHpmnUMGbaFXY1GAPyu3a9tltPlraXMqEaIiEhvVCM8UXwnItIfbqqWXiv+nCx58803+f73v8+ee+5JVVUV48aN47TTTmPx4sVZe08REUlTnmuESKHTIu3lyzYMOkwfHaaP1UY9j0UO5oFPv82ufzuJyrnP5Xt4uaEa4Yk6rWTAXNPBSnGi3NPUQMsoy8XYMzItELytZZXgN2n1G1RuqcGNtqb/Xr0o+amBAI6Req65k70OxF//+te88sornHrqqUydOpU1a9Zw8803s++++/L6668zZcqUrL23lKdYxzralzxBzQtjqWr4MvMOXUVt5TMAjGCL54XZEwqx20qXVpcBy3ONECkWWqS9fNiGQcSoYAODeC82CYDXNx7EoAWHsvfzDpE376Fl2XPAUfkdaC6oRnhSlJ/I7rzzTgzD6PG2Zs2abs//xz/+wb777kswGGTcuHFceeWVxGKxPIy8BG2dHijZk42rBXZ7D7/FZr9FqDWIE2nFiQw8uCp1hmOldcuWH//4xyxbtoybbrqJ888/n5/97Ge89NJLxGIxfvWrX2XtfYuBakT2RJo/o+ODRxj9bIyVH89kfnQK86NTMrIwu0IiKSX5rhHSO9WIwpSoA33VAtWJ4pTorFpt1PNsbH9uXXcO7710Me+9dDGTbzuGkbcuoPWJ62hd8jDR1hX5Hm5OqEZ4U9SdVldddRU777zzdvfV1dVt9/UTTzzBySefzOGHH87vfvc73n//fa6++mrWrVvH//7v/+ZwtKXDsALbfe2aNqbTezdVvxZgT4Qvmei46hrkFGgHV29dVplexyq+TWOHr03wm7RYfgItFpEBdkmVRZcVYNgVGLYv5XOy5cADD+x238SJE9lzzz1ZtGhR1t63mKhGZJ5rd9K59i2s+SPYffi5vDp4JgBDxzUxzfyEEJF+d1xBYZ1xV7eVDES+a4SkphpRuLTvLQ22YdBh+Gmkng+ju/LWpi8QWvgFdnutDmfBGwC0f/IskaaPiXWsy/Noc0s1wpui/kl85StfYf/99+/zOZdccglTp07lqaeeoqIi/u0OGjSIa6+9lh/84AdMnjw5F0MtWYbpw62IYvbSvjjgKwb21DnUdZv97CwqJBkLrPozLTAxBp/JFjNERbtL2I54e98yZbipz4AYXeaiNzY2ptzmmDFjBjQm13VZu3Yte+6554C2UypUI7LDjmyhY+VLWC82sFv9VwD45/HN1I74GxOM1YTc6MDfo4DCK5H+8FojJPdUI0Qyp2u3dcSooIkqVrvDeKd9Tz7dMI0hC/dl97dC2O/NTwZVQNmFVQmqEd4UfYzd0tKCbfc8PW3hwoUsXLiQ2bNnJwsNwL//+7/jui5z587N1TBLRtcuK8MKguUDw6YilsPwyDK23frz2iKQjcCqT36TddRhtUZxoi040ZZ+baZcuqwAsC2MFDfsbcVm+vTpjB07ts/bQP35z39m1apVnH766QPeVqlQjciOaOsK2pc8gf/Zt/E/+zbDXzmKxzYfyUqGEjEy9yEr39MGLRwFZ9I/HmuE5IdqhJSrgUzp77qNiGGxxQyx2qjnTXbjTXbjofAR3LL+HP7+7n/A3B8w9XdTGfE/r9L24C9pfvP3tK9+iVjHurINrADVCI+KutPqiCOOoLW1Fb/fz9FHH83111/PxIkTk48vWLAAoNtZlFGjRjFmzJjk4+lauXJln4+n00lRkkwHHLpNvRtwl1UZ6KnLKpcdVonHnMoK1jr10N5ZXsHTAJiOiZliAcVUj2fSRx99xPe+9z2++MUvcs455+TsfQuZakRmuXZ4uxMXkebPaP/gIQCGDKqnZfBXeGbGFk6qfGZAC7P3pBAXaxfpS6HVCOlONULKRW8BVeL+dOu1bRjxk0mGSQshNjKIVfZwPuqcyKotu2A1TgCg4dOdmLTYxf14IZHld9K89l1ibauwI1sy8w2VANUIb4oytKqsrOTcc8/liCOOYNCgQbz99tvccMMNHHjggbzzzjvJjoXEzr+hoaHbNhoaGli9erWn981EJ0SpMSwflOJC7KmmJWZBv9avGmBgleCELFbFRkJL/zqsoMy6rADDMVO39XYpNvPnz+9xX5QJa9as4bjjjqO2tpa5c+diWeV9ZkY1Inu6Bleu3UnnhvcAMN+6n/E1s/mo+jien9rMUYHXGULLdh+EvX443lE+pwxqfSvxymuNkNxRjRDZXq+hFiYRIx4XhKmgmSrWuvV8Gh7HZ2270rJxZwYvn8CIT4cw5dMmnBWfARBbcz+tGz4i2vw5dqQZ1+7M2fdSLFQjvMl7aOU4DpFIemvoBAIBDMPgtNNO47TTTkvef/LJJ3P00Udz6KGHcs011/CHP/wBgI6OjuTrdhQMBmlubs7AdyA9Keguq/5OpbOMjAdX/V5oPc3vIZ3ACssgGjRYEx7BkLaWsguf+stwzZTFxHC3Pd7Q0DDgNat6smXLFr7yla+wefNmXnrpJUaNGpXx98gn1YjCk9hHGFYg+UG0c+1bmK8NZnL1uXwQPImK3WyO8L/JELoH4bZhlMxi7SK98VojpH9UI0R6l+4UwET3lI1JOwG2UMUWt5o19lDWRYcCsKpjDC3NDYTWjGfk52PY+XMHY/lKYqvmE1m3kOYty7A7N8S3p6AqJdUIb/IeWr344oscccQRaT130aJFvS54ePDBBzNjxgyeeeaZ5H2hUAiAcLj7QXhnZ2fy8XStWNH3JTgbGxuZPn26p20WO9eOQjldjjMLwVW/xpCGtAIr4sFZuMplU+cw6tu34PQjtCrHoMt0LMwU//ZTPT5QnZ2dnHDCCSxevJhnnnmGPfbYI6vvlw+qEYWra9dVfHH2FzFfqGJP39d5p+J4AhPCHOJbQJ3b3u21A+26gtxPGVS3lXhRCDWiHKhGSKnYMWDqd1dyH11TiWAq8XUYXzKgWhkdQWN0JGvaRtPRMpzAxlHUrh/G4MYaAHZeG8VoXIe95nNi656lrelTYm2rcSLNGZv2V07HE6oR3uQ9tJo8eTJ33HFHWs9NNbVm7NixfPzxx92e39jY2K0ltz+FIRtdEiXB9uGYbtEscl4O0g2sALAMOkMuHW1DcNo2eXqfciouOzIcI/UZkl6uqpkJtm1z+umn89prr/F///d/fPGLX8zae+WTakRh69p1FetYR9tnT1D9QiV7+b7KqydHCe4S5ovWB1S7PZ9xLeYpgyJ9yXeNKBeqESJSjFQjvMl7aDVy5EjOPffcjGzrs88+Y9iwYcmvp02bBsBbb721XWFZvXo1K1euZPbs2Rl5XxEpP4ZtYaa4qoeRxat+XHzxxfzjH//ghBNOYNOmTdx7773bPX7WWWdl7b1zSTVCRIpRvmtEuVCNkGKXapH0lK/f2kGV/Dsmsa1dVDYWrYQIu35a3RAbYoPZFBsMwMbIEJrD9YRbhxDYOIohqxuobQwxqbEd1m/A2dRIbON8Ys2rAGhtbcTu3IgTacaxwxmf/lduJ8JVI7zJe2jVH+vXr9+uqAA8/vjjvP3221x00UXJ+/bcc08mT57MrbfeygUXXJBcnPh///d/MQyDWbNm5XTcxa7rVaOS7ChGzEcsVMBrWJWSDHezGZaJ4bfYUmNTsW4YTtvbGd1+KTPdNK76kcW56O+++y4AjzzyCI888ki3x0sltOoP1YjcS0wVjHWso+2TR6myfOwZPJHnTugkOC7CPubiXrutQB1XUnryXSOkd6oRxSvdIAfo93TuRAA0EJa7fS3acZs9jS0RNm37Ov7vLYbZ5e8WMSw68WO78T9bnUo2O/EpfM2xQbTEamiO1hKOVhENV0NHDRXtNYRaaqluqqVmQ3xaa8Mmh1Fb2mHTJuz1y7E3zyfW9DmdrY040ZashVM7KrewKkE1wpuiDK0OPPBA9tlnH/bff39qa2t55513uP322xk7diw/+clPtnvunDlzOPHEE5k5cyZf//rX+eCDD7j55ps5//zz2X333fP0HZQON9qOFQkSHuR6m5Im3mVhLSsAI2SxsdqhZuEIYm3r0i5O5VpkEuJX/UjV1pu9YjNv3rysbbvYqUbkRyK4irauoH3JY1T7K5kcOJInj+8g2BBmb+NTAPxurNdtFPoi7VrXStKV7xohvVONyI4O05f8e9eOn570FMj0JRHWxLqENwC2u32YE3MtYlsPb2Nu9+3GurxXzO1+GNz1NTEs7B6eA2AZvdexriqwt9tWpxNIjjvxXjYV2K5FxPYTcfxEHX/8NXb8z2gsiB3zg2vhxnwY0SBmJIgVCVIRDhBqq6ZySxUAwRYfg7fA0NYotLRBeztuWwtu+2acts9w2jYQa1sHQFvHJpxIS7eAyuvn+x6bGtKg4wjVCC+KMrQ6/fTTeeyxx3jqqadob2+noaGB73znO1x55ZWMGDFiu+cef/zxPPTQQ/ziF7/gwgsvZNiwYfzkJz/hP//zP/M0+uLT284ovmOL4m+roWO0C/29El4xydci7FkKrACMUAWrK/0MbhyM05HemlblXmgATNtM2dZr2mXwf6IAqUbkT2LfEGn+lNYP/0ZNsIZxNUfx5MwWaoe0ArArjX2GSgMNrkCdV5J/qhGFSzUiO+5pPy7594gboCMWSgYwiT8TYrYf2/bhumb85piwQ8jkdj1gdyywfRgxH4ZjYcbiAZnhWBiOhRX1YcV8WFFfsnsl8afR5f9Z186WxP+/7e/b9jnacExMx+j2/9Sx+q4rjrmtfrmmk9xWRdTCim7tKo6aVNhgOODf+qcZdTGiDkbUBtsBZ+v7dIbjt2gEHBs3EsbtbMONboZoJ07HFpzO+ELodmcTnZHWeBgVacF1Irh2GNcO99g1lYnP8z1to68gS8cQcaoR3hRlaHX11Vdz9dVXp/38k08+mZNPPjl7AypjdmcTlc2DaAqB4dd/rKzIZmBlGbiDfHxmDaVqnUFLx4aUr1exiTOdNNp6dYYkL1Qj8s+1w0SaP6Xt/b9RU1lLy+CZPHvIegCqq55hhLs5ZXCVUGhXGFS3laRDNaJwqUZkh+/uHyX/HohCXaeDEd7akWR32Q87TvzraDT+90h06/329hu0u3zt2Lh2DKJhsGO4dsfW+2PxK5nbseTfXXvr9hJ/duE63e/b8Xlul69dO9Lj92pY/h7v74trR5LbdpwIdNl2/LFI8jO2u91jYVwnkvx71z+d5Nc9z5LI12d2HSukphrhTVGGVlI43EgrNU3VbApYGCH9c8q4LAZWie3HBvt5J7Y75trNONEWryMsW4ZjpjwDorZeKWeuHSbc9BHWv/7O6CGzWTRsJgBvTF3DEb63qHPb09qO1rsqHV7Woyl2qhFSbmJ/+uV2XzuR1m7hxY5hTPLvTs/h0PavDff49x05GQpMUi2XYVjBjG6v79cqBCo1qhHeKGWQPqWap+xEWqjcYLG6oha3qsR3qLmeGpjBwKpbWNXl/rYhBv9q2Ytxa1elLIoqmttYUQsr2ndbb6rHRUqda3fSufYtrPkjmDz0HADmD57J0PGb2d/8iJCb+kAlodDXu5K+lVNgBaoRUn7aV7+S9UW7C4kWKJeBUI3wRqGVDIgTaaFiUydL3DG4NU3JcMS17RSvlF55WNB+IIEVxNezWj/MZsu63Yit+6zPs1MqntszXSONq36U10GayI5cO4wd2UL7smewXm4AYOLwY3i+Zh0jhm1Mub7VjrTelRQL1QgpN6UWWKX63NvfBchFQDXCK4VW0qt0dsZOtAU2bORfnZOJ1i3CKtUrCOaiyyrDYVX8eSl2hvUBPhnmMuxfuxHd+ELJfeDIJtMxMJ2+fw+pHhcpB64dJtaxjvYlTwBQ88JYqhq+zLxDV1Fb+QxD3RbPwRUMbK0rUHgl2aUaIVLaElfMzda2pbSpRnijiZIyIK4dxl7zOUuaprBlmIvhtzD8amX0LA+BleE3sUeGeDEwgZEfVhHbsqzX56p4dmfY5tYrf/R+M3TVDxEgsTD7Z0SaP6Pjg0cY/bzDiiVfZn50Ci2Gt3VBEjI13SxxaXbJroGGjMVGNUKk9CWuzJe4ZWp7UvpUI7xRp5UMiGOHsTd+TsWqg1i1S4xh1VsvQduauMpFeX1I7Zc8BFYAZqiCDbuYzN10AjsvWkysbVWPz8tU8dzxbFSxF2XDNjDsvn8fqR4XKSdOJH5J7s61b1Hx5qNMbjiL1wYfydAxTUwzP/G0vlVCJqYLJrfVJbgq5u6rHcO8cguLCoVqhIiI9EY1whvFd9KjdNtdXbuTaNNnjP54PB/X+THqAxj1215rWEavQUvisVS3vMtm8JanwMqwDMyRlbw3PobxweFEPn01Y1db6f5egZKc9x+fi57iprnoIt3E17h6Dl55hfGvHMqzTUfwOSOJGP07j2YbRvKWsTFu7b7asQurkLuyevsZZOPn01/lFKCpRoiUn2I/ISu5oxrhjTqtRET6QWdIRESkN6oRIuWpa3Dl5aStAq/yohrhTWGeLpSiEmtdTc2nEZ43pmKPCGGPCGHusK7VQDqoCqLbKtMsI29dVgCG3yIyvor7A19g/MtDCK99t8dF2PtbQBPdVaXYYZWQ8uxIGgssipQj1w4TbV1B+8KHqXnuM4LvHMkLbV9gA4MG3MWUrY6iXHVYde2K6uvW02u8bF+yrxBqRDgc5rLLLmPUqFGEQiFmzJjB008/nfJ1Dz30EKeffjq77LILlZWV7Lbbblx88cVs3rw5q+MVKTVao0p6oxrhjUIr6cZr0GB3bsD95COe3HA0G8cbbBxvYIQy28RXUsGVx7Aq44GVZWAOC7FoSpTHPz0TZ8Ebva5n5VW6QVUpFHDDTu8mIt25dphw00d0/OsfjHkG1nw0k1cj09hsVGVk+8UYzHgZ80Cn/OXz51MuUwQLoUace+653HDDDZx55pnceOONWJbFsccey8svv9zn62bPns2iRYs466yzuOmmmzjmmGO4+eab+eIXv0hHR0d2By1SghReyY5UI7zR9EAZMMcOE1n+DpXvn8R7B14DwFHDQthbMrtz7hredF3gPVWoM6DF4DO9nlUeu6uSz/dbRHcfxN1DJrHHX2fQ8fFPsbcukNyV1+Jayl1VPTHc1GdADM1FF+mVE9lC5+pXqXhzOJPrz+Dt2iMZsnMTB1iLqHa7d356lclF2ovJjt9zbwFV4v5y/BnlQr5rxPz587n//vuZM2cOl1xyCQBnn302U6ZM4dJLL+XVV1/t9bVz587l8MMP3+6+/fbbj3POOYc///nPnH/++Vkbtwik/gxarJ85d/y+ivX7kIFTjfBGnVaynf7sPF27k/Dadxn7xiAeDu7Dw8F9iO1U1W2KYCZ5mWZYEAu653k6YNftWqOreHdahL8s/h7WS28QafrI0za23563aYCldKapEM6QiBS7xKLszmvPs9sLB/LcuqNY4o6hw/DTYfgHvv0SnA6XbsiUuAKiQqn8yHeNmDt3LpZlMXv27OR9wWCQ8847j9dee40VK1b0+todD0YAvvrVrwKwaNGijI9VpKt0PicmPk8W++fKUvgepH9UI7xRp5VkRKxtFe4H/+Lh1acA8P8m/ovRC3w4mwrnqN2wjIF1XfVHP8Ky9IK4/uXNZrWP1r1q+J+aA5hy+360L/xZty6rdAtnuZ8dMpz4LdVzRKR3ifWt2j76BzU1Qxk5+Es8dUQTVYMfB2C8sRa/Gxvw+xRb11Wqse74eCKgMl2XoBOvu0Enfl+naRI1TWwMHMOIr89VYkFeIfJaIxobG1Nuc8yYMWm//4IFC5g0aRKDBg3a7v7p06cD8O677zJ27Ni0t7dmzRoAhg4dmvZrRHKlv4ufi+SLaoQ3Cq0kIxw7TPjzVxn1xncAeOUki9PHVmNsieDaZXjknqWwKv4874GV4Y+/xphYy/PTYrz05g/Z5fl/0rnhPe/b6ueHgVI7i2Q4LkaKENRwiucgWSRf4utbLcT64P8YUjeMlsEzeXZ6PEw/rup5RrMxGcoMRKEHV72Nzefa+N14EOVzXHxbn2c5Lqa79T4bfA74bINQOF5LAtH4n2GfQ9hnE7MgarlELYiaBj1dlMgxwN76mEO8Sy1qmkSN3CxEX0q81ojEgUJfXA//fhsbG2loaOh2f+K+1atXp70tgF//+tdYlsWsWbM8vU4kXZn6nDjQKXil9nlVCpNqhDcKrSRpIGcmXLuT8Lp3GPJyMwA3HXM6X9njfqqX+jK+tlXBK7DuKsMyqBhdDcAnMywubbuQSQ9Ws+Wjh3u8YmDv29GZq67UaSWSOa4dpmPtmxjzqxlf+W0Wh44D4Pm92zkq9Coj3M0ZC64SCjXA8rk2VXaMoO0QsF0qo1AZie//Q+HtryhkOluvQOTG9zemY2BtbUwzHTAcA7vCxa4Ax3SxrfifsYru37vpGDhm/H7HBNuEiM+hNRBjS8CgrcKi04xP+48aVsGHgPmW7xrR0dFBINC9bgeDweTj6brvvvu47bbbuPTSS5k4cWLGxiiSCz2FUPpMK/mmGuGNQivJmFjHeiLvPgnA5tfO4PlD7+PkD6pxFkaLt9vKMtJbjL2fa2Zls7sqsX1rWIimGTUA/HLUfoy440w6Xv4dkeZPe3lNfAfm2mEV9T4YUQcj2ve/61SPi8g2iYXZrdcHMyn4dQA+DB1L1e7tHOF/kzq3LSPBVUKhhC6JTqqA41AVdamOuAxqNwmFLSpiBpYNFbF4rYgHU/FQCcDd+mfig625w4/HNd14sBUBu8JIvtYX7V574mHY9ttzTYj6XdpDDq1Bm6bKeCK2KVBBi+UvmJ9hIfJaI+bPn9/jWe/+CoVChMPdD9Y7OzuTj6fjpZde4rzzzuPoo4/mmmuuydj4pPQMpMMp191N6qaSfFON8EahlWSMa3fSsSJ+icxx/zyWq6efy6HT7qZuVRuxTQO/ElRBGsAC77kIrMzaAOH96rl978EAvPH0Lxj58BM0r5yXxusVWPVF0wNFMi/WsY72Zc9gvOQDYI/KM3gneCxVu7bzxYp/Uee2Z/T9cnkFva6Bm891qLTjAVB9h0N12CAUMQlETPxRAyu2rWMKuodRia93/Ljr9FEuDCdx9R1vdcsXMahyTCo7TAa1x99xcKXNxqoOWnwmUTO+PdvYft2scue1RjQ0NHhajySVhoYGVq1a1e3+xLooo0aNSrmN9957jxNPPJEpU6Ywd+5cKip02CDpSzfEUoAk5Ug1whtVH8moaFv8H394/v8RfekM/nnMvXzjo0GYrVGcSOEsyu5JFq48mM3pgAlmtQ97n3oeOtDgxgXXAbD73cvYsvCBbouvZ1tJfiBx3Pgt1XNExJNo6wraPnsCgOoXatmj8kReOqmF6jHt7GMuptrN/EmQbIVXXRdIr7JjVMYcKqMulVGDqs74Pr6q3YcvanQLprrqK4yCbR1XqaTajmPGAzHX7Pm5/q3TFOscg1DEJeJziVoOUcslXAHtFfFphIl1sIDyDbDyXCOmTZvG888/T3Nz83YL7b7xxhvJx/vy6aefcswxxzB8+HAef/xxqqurszZWEZGyoxrhSZl+kpBsce3OeMfVypdoeLSJ/2y6iOUHVGANCw04hBn42AojQMhVYOXuVc8/D3W4+LNfs8cfQ+zxxxAtb95OtLX3S5iKB7aT3k1EPIt1rCPWsY62j/+O8fw8Jjx7OE+tPYZF7k60GsGsBSGZvKqehUPQiVEfjTC2PczEjS6T1ljsssZHw/oK6rZY1G2xeg2sXHNbGJX4e283iIdMqW7p2PZ8N74OVoUbD7G6/GgqYgahToPaFpPhmyoYu87HLo0+Jqw32bXJZkRHhJpYlJpYFJ9bpCesBirPNWLWrFnYts2tt96avC8cDnPHHXcwY8aM5FWhli9fzkcffbTda9esWcPMmTMxTZMnn3ySYcOGZW2cUj5cO9zjTaQsqUZ4ok4rEZH+cJz4LdVzRESk/OS5RsyYMYNTTz2Vyy+/nHXr1jFhwgTuuusuli5dym233ZZ83tlnn80LL7yw3VWnjjnmGD777DMuvfRSXn75ZV5++eXkYyNGjOCoo47K2rhFRMqCaoQnCq0kK2Id62l/+2+Mefhibvr24/zXAUsIvhjD3hIpvkXZ++rQ8jh1MFddVsZe9Tz7JYcL1l7L3rfsRuvLNwAQblo4oG1LF46b+gyIpgeK9Evi7Hu0dQVtCx+i2h9ivHUM/3ekSWzkP9jL/IyQG8nowuwJA5kquON0wBHtNsOaLSo7fPg7t3VUOWb6U/q6Pi/dbqmBSFxBMNnB1UvZ6nrVwoqYQUXEYNAmkyE+qK+1WTU0vijX6iqDqGUlX5fJbraCVgA14u677+aKK67gnnvuoampialTp/Loo49y6KGH9vm69957D4Df/OY33R477LDDFFqJiAyUaoQnCq0kK1y7k87Vr1L7yN48OvGX7HHIGZzdPhTzjfU4rUVwNcEdgqpex2t3CZn6CKRShVWZmjqZCKyeP9Ll25t/ztRbvkDbM9fTueG9jGxftjEcByPFGZBUj4tI31w7HA/b3/0zVXaUCdFjeGRmBZ2jHmMf62Nq3M6sBFewfbiSToBl4eBz42Opi0QZ2QLDm3yEWk1MGxwrfjU/r3IRVG17LzdlWJWQ+FZMx4gv8m6DFQNfp4tpW0T88SdsCdi0WGUUVm1VCDUiGAwyZ84c5syZ0+tz5s2b1+0+V1eEFBHJKtUIbxRaSdbYkS20vP9nxt9+MVcOvokhh32HE9vrMd/diN0ayffwema72wVUru3iRB2ciINjO5hdwiVn6/Msv4UVtDAsIx4+bQ2osn11wB1ZtX7cvYfw7OE232q6iim3HEr7P2+kY+2buHaJXr0xn9KZa17o4axIEUgEV+6791Ad7WT3ziN56jgfsbGPcIC1MKvBVUKqACuxftXQznh30ajN8fWq/J3x1yUCq0QAlW6XFcQXRs9mcOV0CdJ2XLuq1zFtfYnhdLmSoQV2BUA8xKrsiA+6Nmyz0W/TYQaxXCfrv6uCoRohIiK9UY3wRKGVJLl2uNfL0fZXtHUFLa/fypT/vYTvXjKHmiN/zJfCdbgfbMLpiKXeQC5s7apy7Xg4ZXfaOLaDE3WIttu0t8Rob7VxHDDN+C3BMA2qqi2CgyoI1Pgx/Samz8T0W7jkpsPKsAzMah/OPkN48giH76y9lqm3fIH2f95I++pX8h5Ylewim24ac9FdFRuRTHDtMJHmT2l5/89URdqZEj2B54730blTgOm+DxhMG0CPoYiNmdGgxDaM7YIrn2tTY0cZ0eYwoin+saqqzcSKbeus6k9Y1fV13l7j7QzodtMP0+yugkRgte0Fruli+4x48GWBLxJ/rK7NpC4UpdkKEjEq8LsFUvuzTTVCRER6oxrhiUIr2U4iYMhkeBVp/oyWF25i75qfcu4Pf879x1zJgeYQjA+bAHA6YvmZLri1qypxVcFYW4yOTWFamqK0tdmEIy5tnS6bO1zaIvFsy29138ygQJQhNSZ1g8JUVVsEqioI1vnxDfIlX7BjeJWp7irDMrDqg0T3ref/DoGLls1h71v2pO2p69VhlW22A3aKq2LpDIlIxrh2OL7G1cd/p8qOMjV8Mm/OHELjbk9xcOWbAIwz1hFyu3fydr3aYKYCrMR0wPpwlIYWgyGbfcnOKvC2blXX1/R8f3pBlNf3g/Q6q6DvwGrb+7vYO4yhqsOkviPG5opONljVRIwy+eipGiEiIr1RjfCkTD45iFeZ7Lpy7U7CTR9hPnUTe/ou5vR//y9uOeFKZtYOB8BasAlnSzgZHsVfs+0/aSLgGUiw5e64mLrt4kRs7E6bzs3xoG7Lughr1kVZvcWlNbr1aQ5EnG1LXHXNnhL3r2qD0BaH+qBDXTAeYI0YEWXw2Cr8g7uvd5WR7ip/fBvWyCra9qvlvulBfvHh9ex96whan7+Ozg3vFURgVbJdVpD3q36IlKNEcNX68YNUdm5hj7XHs/aIb/PnfXcDYP/hL7OfbxHD2NJrR89AA6xEl5XPdRjVHmFUk0VNi4XV5e16Wzzd7OXtnO2ev8Oaih5KRroBlFddpwNC98DKNcGB7RaaT6iwDeraTIb5I7SFInQY/uwMstCoRoiISG9UIzxRaCW9ymTXlWt30rH2TXjseqa0f5cLvnUbFx75UwDOHQsj5ndgf96SnDJoWGa3kKpr2OM1wDL+f3t3HyRFfe97/NMzszOzy+6iK+ju8ixIkCfXo7DC0WO4GETjTU6dCDdVGq8pI1XGG5Oq640PMTf33mishKNV1knFSOIlXsnRUuJJonWOCTcXIgQOSGQNIj5EAdkHYXnaYWHnqft3/xhmmH2YnRnYh+6Z96tqyqX7N73dPT37bT/9+3X7rbPBlW1k9yQVOxHTyc6YOjtTCVX7MUft3dKJhBSwUjlT9qsvv5UKrZIm9Z4TCUknpYu6HF0ejys8JpDqbSXJOvM/SecbWFl+S1bQL9/02tQ6N4f05PTL9Nobj2vu8yd1cus/Knb8PVcEViXPtgu4QpJnPoCipYOrkx++osTxjzRu/+d08btLJUnvLZqv3Zdv1aK6rZrv/1AX6pT8g3SvTwdYxYZXYZNU4+m4Jh71q7bLn7nvVOYm5jlDqIFTpb5P7BvMcAVT+ViDBG4+52xwNdD7xvT4VBe21RXsUTxQJqee1AgAQC7UiKKUyZkDzsdQhVfp4Mr+16Oa3X6b/uUf1kuSXr7pf+vxW5/V3715iYJ/OSG7s0cm7uQMeM6lx1V2YJU8ldCpT3t0uC2m1iNJHU7dCkVd8VTvqXRgFezTSSr93+xeV+ngKu5IMUc6bVs63SMFjxqN64gpNDYVWoUzN2jPvV35WH5LvrEhmdkX6M2/Tf0R+6/BlbJfvE+TX9mmSMvzSpxqc01gVdK9rCQZx5HJU0wMV0iAYePEu9RzaLsSkX0Ktf1ZkjT1naWyF/6Dtiyer90zNuu62n/XZdZBVSmeN7wqJLjyG6MxTlwNp5KZHlbS2cCq7/C+7KfxSZLtM/3CHzcHVX0NNCRQ6h1cZU9LC9iWanp8GhdK6lRVTBpgqH2poUYAAHKhRhSH0AoFG4ohg6mhgu/K/venVNn6d5Kk8J//k+6+9XP6/HU/1L2fadFn3qqV/6OInGMxmbjdb2hfscMFjW0y969KRBKKdPSotTWmfUccHYumAifpbFCV3bMqVw+r7J+zV882qfDqWEz6qCMpfyCViI2P2gpfFJa/ukJWkSfr6d5V/voqdTfV6rdXW/pvHf9LkjT3maVK/O6fFfn432THI64JrMqCY6de+doAGDbpXlfJnsOSpPiRdxTe16zL99yoU4v/s15ZNFszJmzVwsq/aJJ1aNDwKl9w5TdGNXZcjaeSajgWUOWZp+MN1Lsq9W8z4NP4fOdw3SLdWcst4VVffYc99h4SacmRUWXU0rhTPp0MRssitKJGAAByokYUhdAKRRmqe10lew6r++PXJEnxI+9qxrs36YOlP9XSv39Dd9/0tL5w/CPN+vBCjTkQldpPy+mKy8TtM+uQOnsfaAhh//U1meGA0aNRHW2Pqu1QUp+cMOpK31w9R4+qtL4do7J/5ZnFZ94X9Bn5rVRwtT8iRfelhh5OjtiaMs3W2CnV8g10N/cBZIYCjg3KmVGr9/7G6J/q5+j1bY9o3guplTq97UeKHtopO95V0DJHSqn3spJEt17ARdJ/cxLdB5X8uFOxQ7tU+dESXbH7czrWfKX+uWmnJje0qKnyHU3xfSpJulDd/e57let+V0Fja2wyrokRo3EnAgrFUu3O6el+AwRPhT7wz2eGP7gqZF1y3ZtroPmpXliWQjFLYyVdEkxKQ/ugYneiRgAAcqFGFIXQCgDORTIuJfKEc8n+TzEDAJQBagQAIBdqRFEIrVC0oeptlR7KFjv+rpItbQq17tC8Hbdo66IX9dziv6p+zu/1lYW/1d8ePaaprRWq7kxd/g0cicmKJGS6E3J6kqkeWLbJ9MDq2/vK7kmqu/202j+J6uARW4dOST1nguv0cEApx1DAAnpZZQ8PDFipV+rm7JZOnOkA1RVzJEU1PeRTbXWFfEF/r2GPVp9fbgX98o2vlDO1Wh/NM3ptYp2e6PgvmvGzm3Xp65sUefcVSVI88rHrhgSWRS8rSca2849F5woJMKKMHZOxY4rbUSX2tCnUvlM1f1mkK+Zcp1NN1+jf5n2owMQ9kqTZY9/R9IpPdIl1TFWKKqRkv55XQZP6Dtcl4pp8QrroREAV8dTf6769rPr2LipGuvdUQb2chri3VfbvzHWz9UKk39v3Hl0+JzXP50g+x6fxXX6p7tx/j1dQIwAAuVAjikNoBVew413qOfSm4sffV8U70zTjtb9RxfRb9Mr8r+sfr/pYgUv/rKvmpG60uzCwR7PihzX5RFjjTgRUc8KnULeRvzsp62RC1qmkTHdqWF6ys0cnOyNq/ySqjw/ZmXtYDXbfqr5BVfYN2HvN6xNgpdumg6xkVqDVEbUUPORoTDiq8AUhhRvH9Aqq0sMAJUnjwopPqtQHsxJ69eIGPd3xNU164UbN+eMn6nn7nxTp2CY7HpEk1wVWZcWxJSeZvw2AEZcOz6NHWhQ7/p6CB/6o0J+bdPm0hdLM/yhJOjTrZrVc9lf5L96n+uqDmhhs09RAuy6yulSlqGpMVDXJ1N/YCV2mV2A1kL5PDBzoflb5DBReDedwwIECq1w3W882UCiXK6ezHMmftOSzpUBMspxyuKGVqBEAgNyoEUUhtMI5GareVr2XGVWyJyo7HlH0yNvyv/8rVWyZpkvHzVKgfra6JvwHSdLrE+r04uSYOie1Kzb+oC64rFVTqvbrM8F9mmV9ommxLs1pGyNJmritUoEDEQX8lurGWApXGMVtKWFLZ26RJXuAK9sD9brq18Z/5smBdv9l+M/0uEpLGqkzKu07lFT1x91qqA2qor5KVmUgE1K1T02t0M4Jfq031+mN/V/QZ15drNl/ek/RvT/RicNvKdnTWfR+HUnl0stKUqrQ2PmKTZ75AIZNuk6lHwASj3ws/4H/q4q3pkmSai6Zp7oJc2VNXKL4xGr9dfJJbZ90QNa4TzTjgne1pHK7JtvdkqTKeCqSSQZMJtRxziQ+2f/O3JT9PIOmkbjhejqwyu5dVUhgNZDUvjj73nTvqvTPPlvyJc/+uyxQIwAAuVAjikJoBdcxdlSWPyw7HpF95G1Fj7wt34ch+YK1kiRfRY0qqxt0ae1E+Wsb5KuZI9Ut1d4pl+hfF3ZoytXP63+OXy9JarwgqOpLx2pKhV+NpxJKxhzFe2wl4o7icaNE3Ch5JnGKJYySSSPbSI4j2Y6RY84GXH2fOpruUeW3JL/de7ig30gBq3eSFfRJkZh09GhCF/ckFZhXpwPzzoZUm9tvlCQ1vHaNxrdYmvvOTsX2Pa6u4x/0C6vc2MOqrAIrpbv1Dl5M6NYLjK7sCyzpCyPpJw1Gj7wt/4e18ofHKVDdoHEXzVTD9AU6dc1yfbA0oPmN7+loMNUD1lcXV021rcq4pQrbUsC2VJGUgnGfjM9kQiZnkPF95xoIjSTHdzaUGyhcGqiHVXqbs9+b/X5/wpLlSE5AilcadY21dcFQr7gLUSMAALlQI4pDaIVzNhy9rXJx7JicdHDT06l45GP5DoVk+UOqqJ2mqtlfUPc141V35a/135Pr1bw1dWhb7x6XHbcVHBdWcFw40yXK2I7MmftgGSc9zciO23ISjuyEI2NLdjIdcqUCLeOYTHiVtI0SSaOkLTmOUcKWEslU0GU7qaGEvjPn7xUBSxV+aUylTxeNDyo0uUbtl1v6HxOu0eY3v6XL/l+j5v7lLUlS7MDPFTn+oezokcwwwGxuDKzKkpMsoFsvV0iA0ZarVmWHWHb0iPxjLpEa6/XRghYtuviPmma1K+pL1ZL2sF8VIVt+GfmNowrHqCrpqCphqyIdzmQHNiYV2viNdeZeTlKFbQ0YBBUbZg3WU6mwoX1nw6W+97AyPslRan72vL73qUovJ9c0xycl02eYYSPbL0XDjk6McXSsUro071qWAGoEACAXakRRCK1cYtfRLaO9CiXi3tRr+Zl/LpfceveMyZL+jyQtOvPSNWfmXJPjHXAVxy6gWy9XSFA6yqdOXXXmpewRb/2NzDUbeBU1AgCQCzWiKIRWAHAOjJ2QsRN52wAAyg81AgCQCzWiOIRWAHAOjJ0soNjQrRcAyhE1AgCQCzWiOIRWAHAuGIsOAMiFGgEAyIUaURRCKwA4B8Yp4AoJxQYAyhI1AgCQCzWiOAM8D2b0dHR06MEHH9SSJUtUU1Mjy7K0adOmnO23bt2qa6+9VlVVVaqvr9d9992n7u7ufu1isZgeeOABNTY2qrKyUs3NzdqwYcMwbgmAkmcnCnthyFAjAHgGNWLEUSMAeAY1oiiuCq3ef/99/fCHP1RbW5vmzZs3aNuWlhYtXbpUp0+f1pNPPqmvfe1rWrNmjVasWNGv7Z133qknn3xSt912m5566in5/X7dfPPN2rKlXJ6EBGCopceiD/7iCslQokYA8ApqxMijRgDwCmpEcVw1PPCqq67S0aNHVVdXp/Xr1w9YONIefvhhXXjhhdq0aZNqa2slSVOnTtXdd9+t3//+91q2bJkkaceOHXrxxRe1evVq3X///ZKkO+64Q3PnztW3v/1tbd26dfg3DEDpMXEZJ563DYYONQKAZ1AjRhw1AoBnUCOK4qqeVjU1Naqrq8vbLhKJaMOGDbr99tszhUZKFZHq6mq99NJLmWnr16+X3+/XqlWrMtPC4bDuuusubdu2TQcPHhzajQBQFky8RyZ+Ks+rZ7RXs6RQIwB4BTVi5FEjAHgFNaI4ruppVajdu3crmUzq6quv7jU9GAyqqalJu3btykzbtWuXZs6c2asoSdLChQslpboHT5o0qaDf29raOuj8jo6OgpYDwPuME5exB78CkvcKCoYFNQLAaKNGuBc1YnjsOspwSaBQ1IjieDK0Sv9Rb2ho6DevoaFBmzdv7tU2VztJam9vL/j3FlqUAJS+9Fj0fG0w8qgRAEYbNcK9qBEARhs1ojjDFlo5jqN4vLB0MBQKybKsgpfd09OTeV9f4XA4Mz/dNle77GUBQDGMXcAVkjzzyxk1AkApo0acH2oEgFJGjSjOsIVWb7zxhpYsWVJQ271792rWrFkFL7uyslJS6hG0fUWj0cz8dNtc7bKXVYh849Y7Ojoy3YUBlDZj4jJO/78tfdtgYNQIAKWMGnF+qBEAShk1ojjDFlrNmjVLa9euLajtQN1uC2k/0Njvjo4ONTY29mrb1tY2YDtJvdrmM3HixKLWE0DpMnZCxpfvCsng3X7LGTUCQCmjRpwfagSAUkaNKM6whVb19fW68847h2XZc+fOVSAQ0M6dO7Vy5crM9Hg8rpaWll7TmpqatHHjRkUikV43Udy+fXtmPgAUi2JzfqgRAEoZNeL8UCMAlDJqRHF8o70C52Ls2LG64YYbtG7dOp08eTIz/fnnn1d3d7dWrFiRmXbrrbfKtm2tWbMmMy0Wi2nt2rVqbm7mpogAzolxYjJ2nleebr8YHtQIAKONGuFe1AgAo40aURzXPT3w0UcflSTt2bNHUqqAbNmSeoTqI488kmn32GOPafHixbr++uu1atUqtba26oknntCyZcu0fPnyTLvm5matWLFCDz3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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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8Wc8//7xSUlI0depUBQcHa968eerYsaPuu+8+Z7s333xT06ZNU8+ePdWnTx+tWLHCZQwjRoxQx44dfXJ8ABAI+B5hHBStAAQs7kUHALjjz4x46aWXNGvWLC1fvly//vqrBgwYoNWrV2vIkCEe+0VERCgzM1NTpkzR7NmzZbfbNWzYMM2fP19RUVHOdl999ZUkaceOHbr55purvc7atWspWgGAB3yPMA6KVgAClslikcli8bCdp34AQHPlz4ywWq1KT09Xenq62zaZmZk1ro+NjdWqVas8vv4jjzyiRx555DRGCADNG98jjIOiFYCAdeIMifup+zhDAgDNFxkBAHCHjDAOilYAApZJtdyLLsIGAJorMgIA4A4ZYRwUrQAELrPpxOJpOwCgeSIjAADukBGGQdEKQMAymcwymTxc1uthGwAgsJERAAB3yAjjoGgFIGCZgiwyBXmYQDHI3oijAQAYCRkBAHCHjDAOilYAApbJVMu96B62AQACGxkBAHCHjDAOilYAApfJ81M/RNgAQPNFRgAA3CEjDIOiFYDAZTKfWDxtBwA0T2QEAMAdMsIwKFoBCFgms0kmD0/28LQNABDYyAgAgDtkhHFQHgQQsEyWoFoXAEDzREYAANzxZ0aUlZVp+vTpiomJUVhYmJKSkrRmzRqv+hYUFGjMmDFq06aNWrVqpauvvlq7du1yaZOXl6dHH31UiYmJatu2rdq3b69hw4bp448/9sXhnDaKVgAClsn0v7MkNS6cIAGAZouMAAC448+MGDdunObNm6cbb7xRTz/9tCwWi0aNGqXPPvvMY7/i4mIlJydr3bp1mjlzph599FHl5uZq6NChOnDggLPd22+/rSeeeEI9evTQ7NmzNWvWLB09elQjRozQ0qVLfXdg9cQpJACBi3vRAQDukBEAAHf8lBHZ2dl67bXXlJ6erqlTp0qSxo4dq379+mnatGnasGGD274LFizQjh07lJ2drYSEBEnS5Zdfrn79+mnu3LmaM2eOJCk5OVl79uxR+/btnX1vu+02xcfH6y9/+YvGjx/vk2OrL9IYQMAymc21LgCA5omMAAC446+MyMjIkMVi0aRJk5zrrFarJkyYoI0bNyovL89j34SEBGfBSpJ69+6t4cOHa+XKlc51ffv2dSlYSVJoaKhGjRql/Px8HT16tAGP6PRxpRWAwGU2n1g8bQcANE9kBADAnTpkRGFhYa0vFxsb69Vuc3NzFRcXp1atWrmsT0xMlCRt3rxZXbp0qdbPbrfr66+/1q233lptW2Jioj766CMdPXpUERERbvf9888/Kzw8XOHh4V6NtbFQtAIQsEwms0weLt31tA0AENjICACAO3XJiKqCkicOh8Or/RYWFio6Orra+qp1e/furbHfwYMHVVZWVmvfXr161dj/hx9+0BtvvKG0tDRZLBavxtpYKFoBCFgms8Xjkz1M5spGHA0AwEjICACAO/7KiJKSEoWGhlZbb7Vandvd9ZNUr77Hjx9XWlqawsLC9Le//a1e4/YlilYAAhe3fgAA3CEjAADu1CEjsrOza7zCqT7CwsJUVlZWbX1paalzu7t+kurc12az6frrr9fWrVv1wQcfKCYmpt5j9xWKVgACF19IAADukBEAAHfqkBHR0dFez1lVm+joaBUUFFRbXzVvlruiUmRkpEJDQ2ucX8tT34kTJ2r16tV6+eWXdfHFF5/O0H2GNAYQsEwmk/N+9JoXk7+HCADwEzICAOCOvzIiPj5e27dv15EjR1zWZ2VlObfXxGw2q3///srJyam2LSsrS927d682Cfv999+vpUuXav78+brhhhsa5gB8gKIVgMBlttS+AACaJzICAOCOnzIiNTVVNptNixYtcq4rKyvT0qVLlZSU5Hxy4J49e/T9999X6/vFF1+4FK62bdumTz/9VGlpaS5t09PT9dRTT2nmzJm6++67fXIsDYWiFYDAZQ6SLB4Ws+/ukC4rK9P06dMVExOjsLAwJSUlac2aNV71LSgo0JgxY9SmTRu1atVKV199tXbt2lWt3YkzQNUXI06gCACG48eMAAAYnJ8yIikpSWlpaZoxY4amTZumRYsW6eKLL9bu3bv15JNPOtuNHTtWffr0cek7efJknXXWWUpJSVF6err+/ve/a8SIEerYsaPuu+8+Z7s333xT06ZNU8+ePdWnTx+tWLHCZfnll198cmz1RRoDCFgms1kmD2dBTD6cr2TcuHHKyMjQPffco549e2rZsmUaNWqU1q5dqwsvvNBtv+LiYiUnJ+vw4cOaOXOmgoODNX/+fA0dOlSbN29Wu3btXNqPGDFCY8eOdVl37rnn+uSYACCQ+DMjAADG5s+MeOmllzRr1iwtX75cv/76qwYMGKDVq1dryJAhHvtFREQoMzNTU6ZM0ezZs2W32zVs2DDNnz9fUVFRznZfffWVJGnHjh26+eabq73O2rVr1bFjx4Y9qNNA0QpA4DKZTyyetvtAdna2XnvtNaWnp2vq1KmSTpwN6devn6ZNm6YNGza47btgwQLt2LFD2dnZSkhIkCRdfvnl6tevn+bOnas5c+a4tI+Li9NNN93kk+MAgIDmp4wAADQBfswIq9Wq9PR0paenu22TmZlZ4/rY2FitWrXK4+s/8sgjeuSRR05jhI2LNAYQuPx0L3pGRoYsFosmTZrkXGe1WjVhwgRt3LhReXl5HvsmJCQ4C1aS1Lt3bw0fPlwrV66ssU9JSYnzUbYAAC8xpxUAwB0ywjAoWgEIXFWPqvW0/KawsFD5+fkeF2/l5uYqLi5OrVq1clmfmJgoSdq8eXON/ex2u77++mudd9551bYlJiZq586dOnr0qMv6ZcuWqUWLFgoLC9PZZ5+tV155xetxAkCzVoeMAAA0M2SEYTTZn3RmZqbbSYj/+9//urTdsGGDLrzwQoWHh6tTp0666667VFxc7KeRA2g8Zslkcb+c9BGYmJioLl26eFy8VVhYqOjo6Grrq9bt3bu3xn4HDx5UWVmZ130HDx6sxx9/XG+99ZYWLlwoi8WiG2+8UQsXLvR6rIGKjABQO+8zAoGFjABQOzLCKJr8nFZ33XWXy200ktSjRw/nf2/evFnDhw9Xnz59NG/ePOXn5+upp57Sjh079MEHHzT2cAE0pqDgE4un7T5QUlKi0NDQauutVqtzu7t+krzu+/nnn7u0ufXWWzVo0CDNnDlT48aNU1hYWP0OIICQEQDc8lNGwDjICABukRGG0eSLVhdddJFSU1Pdbp85c6batm2rzMxM56063bp108SJE/XRRx9p5MiRjTVUAI3NZJbJ5OF+85MmUMzOzq7xCqf6CAsLU1lZWbX1VfNOuSsmVa2vT19JCgkJ0R133KHbbrtNmzZt8viUwuaCjADgVh0yAoGJjADgFhlhGE2+aCVJR48eVVhYmIKCXA/nyJEjWrNmjaZMmeIyt8zYsWM1ZcoUrVy5sk5hU9ucNoWFhXUbOADfqm2SxJO2RUdHKzY2tkF2Gx0drYKCgmrrqz4jYmJiauwXGRmp0NDQGj9Lautbpeo2xoMHD9ZpzIGMjABQozpkBAIXGQGgRmSEYTT5otX48eNVXFwsi8Wiiy66SOnp6c5JjLds2aLKyspqkxqHhIQoPj5eubm5ddpXXea0AWAAplrCxtPZk9MQHx+vtWvX6siRIy6/6GZlZTm318RsNqt///7Kycmpti0rK0vdu3dXRESEx33v2rVLkhQVFVXP0QcWMgKAW37KCBgHGQHALTLCMJrsNW0hISEaPXq0nn76ab399tuaPXu2tmzZoosuusgZIlVnLNxNauxuMmQAgcFkMte6+EJqaqpsNpsWLVrkXFdWVqalS5cqKSnJ+Yvrnj179P3331fr+8UXX7gUrrZt26ZPP/1UaWlpznX79u2rtt+jR4/q73//u9q3b69BgwY19GE1KWQEgNr4KyPgf2QEgNqQEcbRZK+0Gjx4sAYPHuz881VXXaXU1FQNGDBAM2bM0L///e9aJzV2NxmyO3l5eR63FxYWOh9pD8D/zJZgmS0hHrf7QlJSktLS0jRjxgwVFRWpR48eevHFF7V7924tWbLE2W7s2LFat26dHA6Hc93kyZP1/PPPKyUlRVOnTlVwcLDmzZunjh076r777nO2++c//6m33npLV155pbp27arCwkK98MIL2rNnj5YvX66QEPfH3RyQEQBq46+MgP+REQBqQ0YYR5MtWtWkR48euvrqq/XGG2/IZrPVOqlxXZ+s1VDz3QBoHCazWSaz+7MgnradrpdeekmzZs3S8uXL9euvv2rAgAFavXq1hgwZ4rFfRESEMjMzNWXKFM2ePVt2u13Dhg3T/PnzXW75u+CCC7RhwwYtXrxYBw4cUIsWLZSYmKgXXnhBF198sc+OqykjIwCczJ8ZAeMhIwCcjIwwjoAqWkkn7hcvLy/XsWPHnJfzupvUuLYJjQE0bSfCxv395r4MG6vVqvT0dKWnp7ttk5mZWeP62NhYrVq1yuPrjxgxQiNGjDidITZLZASAKv7MCBgTGQGgChlhHAH3k961a5esVqtatmypfv36KSgoqNqkxuXl5dq8ebPbyZABBAazyVLrguaFjABQhYzAqcgIAFXICONoskWrmiYh/uqrr/TOO+9o5MiRMpvNat26tS655BKtWLFCR48edbZbvny5iouLXSY1BhB4TCaz89LeGhcmUAxYZASA2pARzRcZAaA2ZIRxNNnbA6+77jqFhYVp8ODB6tChg7Zu3apFixYpPDxcf/vb35ztHn/8cQ0ePFhDhw7VpEmTlJ+fr7lz52rkyJG67LLL/HgEAHzNYglWkIcJFO1MoBiwyAgAtSEjmi8yAkBtyAjjaLLlwWuuuUb79+/XvHnzNHnyZP3f//2frr32WuXk5KhPnz7OdgMHDtTHH3+ssLAwTZkyRYsWLdKECROUkZHhx9EDaAxmk7nWBYGJjABQGzKi+SIjANSGjDCOJnul1V133aW77rrLq7YXXnihPv/8cx+PCIDRWMwWWTxMoOhpG5o2MgJAbciI5ouMAFAbMsI4mmzRCgBqYzKZPJ4FMZlMjTgaAICRkBEAAHfICOOgaAUgYFlMtZwh4akfANBskREAAHfICOOgaAUgYFlMZlk8nCHxtA0AENjICACAO2SEcVC0AhCwgixBCvbwZA+bhY9AAGiuyAgAgDtkhHHwkwYQsJhAEQDgDhkBAHCHjDAOrmkDELDMv13W627hUbUA0HyREQBwekztluiHzYP9PQyfICOMgyutAASsIJNZQR7OggQRNgDQbJERAFB/6cOK9IcPvtLhn/ZK8f4eTcMjI4yDohWAgMUEigAAd8gIAKif4j0H9f2x/Tqw/kMV/3TA38PxCTLCOChaAQhYIZZghXqcQNH9NgDSOUHD9VXlJ/4eBuATZAQA1N3PL7+q8Muu0sr8r2SvrFSbXtH+HpJPkBHGQdEKQMCymEy1nCExNeJogKanU5sftfdIuPaVH/f3UIAGR0YAQN0c+fc6te49SAuuaqkJXxao/QXDFNfrYh3/2d8ja3hkhHFQtAIQsCxms4LMHsLGwzYA0oTX7laL7om6p3+Kdhw76O/hAA2KjAAA7x3/7CuZzjlXL93QUg/seE0tQlvqvkvu04DQs3V3IBatyAjD4CcNIGAFyXxiEkV3Cx+BgEcF6zfq0Jfva3/5cY2NusjfwwEalD8zoqysTNOnT1dMTIzCwsKUlJSkNWvWeNW3oKBAY8aMUZs2bdSqVStdffXV2rVrV41tlyxZoj59+shqtapnz5569tlnG/IwADQjjpgYPX1dsa78+AF9s+u/GtUlXm0rB2jxjlB/D80n+B5hHPykAQQss8kii4fFbHL/RBAAUquYdgrpdIa+L96nUnNgTrSK5sufGTFu3DjNmzdPN954o55++mlZLBaNGjVKn332mcd+xcXFSk5O1rp16zRz5kw9+uijys3N1dChQ3XggOt79LnnntMf//hH9e3bV88++6zOP/983XXXXXriiSd8dlwAAtPxDVu09JYo3fLK7Tr21Tq179BT10cl6P18s346Uunv4fkE3yOMg9sDAQSsILPJ42W9QWbuRQc86XnV7bKYLfq66AfNt9s1NvYcfXJgt7+HBTQIf2VEdna2XnvtNaWnp2vq1KmSpLFjx6pfv36aNm2aNmzY4LbvggULtGPHDmVnZyshIUGSdPnll6tfv36aO3eu5syZI0kqKSnRgw8+qJSUFGVkZEiSJk6cKLvdrscee0yTJk1S27ZtfXJ8AAKPPbazJn/7vH7dulVt+/bTzLMv05s/heunI5UqrbD7e3g+wfcI4+BKKwABK9QcJKuHJdRM3R7w5LozExViCdbhou36764NertouxJbx/h7WECDqEtGFBYWKj8/3+PirYyMDFksFk2aNMm5zmq1asKECdq4caPy8vI89k1ISHAWrCSpd+/eGj58uFauXOlct3btWh04cECTJ0926X/77bfr2LFjeu+997weL4Dm7dj6XD0zpr0Kvv1ILaM76oILxqllZU/l7rertMIum93h7yH6BN8jjIOfNICAFVTLBIqetgGQfq0olc1ukywhsu//Sf/e/KaO9RuljqER/h4acNrqkhGJiYm1vp7D4d0Xt9zcXMXFxalVq1Yu66v2sXnzZnXp0qVaP7vdrq+//lq33nprtW2JiYn66KOPdPToUUVERCg3N1eSdN5557m0GzRokMxms3Jzc3XTTTd5NV4Azdygflpc9K4cFeXqNDhNfz1rpJ7bFqRDpSduC7SYTQFZuOJ7hHHwkwYQsCyeJk80mT0+xhaAdKiiVDEt2ymi7Ykv0JWFu7T+m/f11a/urwQBmgp/ZURhYaGio6Orra9at3fv3hr7HTx4UGVlZV71LSwslMViUYcOHVzahYSEqF27dm73AQAnK/n6R712hVmf/fCZgrv005Pxv9dbP7XSD4dsKrcFXqHqZHyPMA6utAIQsE489cP9JIk89QPwLMhkVmRoS0W1bK+jrTtKxw7JfnCv9nc8qIFnJOjLIwH4jGs0G3XJiOzs7BqLRfVRUlKi0NDqT9uyWq3O7e76SfKqb0lJiUJCQmp8HavV6nYfAHCyWbf01OO735bZEqyb+43SoaPdlHvAoaNlJ+axMptNsgfgVVYS3yOMhKIVgIBVdYbE03YAngWZzGof1koH2nXTodIjcpQU63jZUZXaA/NpQWg+6pIR0dHRio2NbZD9hoWFqaysrNr60tJS53Z3/SR51TcsLEzl5eU1vk5paanbfQBAlXvig7Su5GNl7clVn5i+uq59gv75vUW/Vt0WaJJsjhOFq0C8PZDvEcZB0QpAwAq1BMlqcf8xV+phGwCp0nHiTGrr4DB1ad1JlbYKHT9apJAgq/aVH9ek6MFaVOj+SWeAkfkrI6Kjo1VQUFBtfWFhoSQpJqbmhx1ERkYqNDTU2c5T3+joaNlsNhUVFbncIlheXq4DBw643QcAVHlx38v65ofPJbNFV0Zfo4/3hqno+InfC6rmsaoqXAUivkcYB+VBAAEryGTyeC96kIlH1QLesJgtirK20pmRXdSmbRdV2iq0fv9OFVQW+XtoQL35KyPi4+O1fft2HTlyxGV9VlaWc3tNzGaz+vfvr5ycnGrbsrKy1L17d0VERLi8xqltc3JyZLfb3e4DAKpszf9aFfnbZA4J19DWZ2rbEZNzHiuL+UThSjpxxVUg4nuEcVC0AhCwPAeN50t+Acj5HgkymRVqCVbb0JZqERKukiM/a8s3/9asbz/QmeFt/DtIoJ78lRGpqamy2WxatGiRc11ZWZmWLl2qpKQk55MD9+zZo++//75a3y+++MKlGLVt2zZ9+umnSktLc667+OKLFRkZqYULF7r0X7hwocLDw5WSkuKLQwMQIO47f5fsFaVyVJYrsk1n/XIsQgdLHaq0S5bfijUnF64CEd8jjINr2gAErCCTWcEeAoWwAWoXZDKr0mFXkMksqzlILUPC5ago1fEfvtWP+/K1rmU7dQ2P9PcwgTrzV0YkJSUpLS1NM2bMUFFRkXr06KEXX3xRu3fv1pIlS5ztxo4dq3Xr1snh+N+9N5MnT9bzzz+vlJQUTZ06VcHBwZo3b546duyo++67z9kuLCxMjz32mG6//XalpaXp0ksv1fr167VixQo9/vjjiozkPQvAvbyyI5KtQpLUtVUn7Tlm0fEKu2wOhywmkywm04n/NktSYBau+B5hHPykAQQszpAADaPq/VJ1tVVQRJQcNpsO/bBL/92w3N/DA+rFnxnx0ksv6Z577tHy5ct11113qaKiQqtXr9aQIUM89ouIiFBmZqaGDBmi2bNna9asWTrnnHO0bt06RUVFubSdPHmyFi1apC1btuj222/X559/rvnz52vGjBk+Oy4AgSHnUIHsBwskk1lxrToo/7hZZTaHbHbJ5nA4i1eSfitcBR5/ZkRZWZmmT5+umJgYhYWFKSkpSWvWrPGqb0FBgcaMGaM2bdqoVatWuvrqq7Vr165q7RYuXKi0tDR17dpVJpNJ48aNa+CjaDhcaQUgYIWaLR4nUAw1u3+MLYD/XWV18p9bh4TpjKge+qFbD5UczNGBrzbrxb1TdcvYp/w4UqDu/JkRVqtV6enpSk9Pd9smMzOzxvWxsbFatWqVV/uZOHGiJk6cWJ8hAmjGcgq+kb28RMFRnXVpu+76v21SeWXVVZ8mZ6Gq6oqrQOTPjBg3bpwyMjJ0zz33qGfPnlq2bJlGjRqltWvX6sILL3Tbr7i4WMnJyTp8+LBmzpyp4OBgzZ8/X0OHDtXmzZvVrl07Z9snnnhCR48eVWJiYo0P+DASilYAAhaPqgVOz8kFqypWc5AGRHZV+KBrtSUoWIe+2qTKkhI/jA44PWQEAFQ3IWGrHtt4QJbIaMX1ulghFZ318zGbKmwOmc0mye6QZJLMv03KHqATkvsrI7Kzs/Xaa68pPT1dU6dOlXTidvF+/fpp2rRp2rDB/VObFyxYoB07dig7O1sJCQmSpMsvv1z9+vXT3LlzNWfOHGfbdevWOa+yatmypU+OpaFQtAIQsIJruRfd0zYA7kWFhGtg53MU37aLXm7zlo5vWe/vIQF1RkYAQHVvF27VsF7JKrVValLXQfpoT4gOlVbIZv/tiqqTCleBemugVLeM8OZKpdjYWK/2m5GRIYvFokmTJjnXWa1WTZgwQTNnzlReXp7zgR019U1ISHAWrCSpd+/eGj58uFauXOlStDrjjDO8Go8RULQCELA4iw74Rom9UpJ0abvuChuYqsV+Hg9QH2QEAFQ3ocN12lls0cCoSu351aJvDtpVVmE7sbHqAuwarrgKNHXJiMTExFpfz+HlbZS5ubmKi4tTq1atXNZX7WPz5s01Fq3sdru+/vpr3XrrrdW2JSYm6qOPPtLRo0cVERHh1TiMhKIVgIAVZJKCPFyyHBSYVzMDDaamX9YqHXaV2iq1/fhBZ/HK2qKdVvzfTN103Zxq7QGjIiMAoLqHPj2moN17tbR7Z7VpY1VJ2YmCldn8W4GqpsJVAPJXRhQWFio6Orra+qp1e/furbHfwYMHVVZWVmvfXr16NeBoGwdFKwABi7PowOmpdNjdFq4OVZRq+9Ei7TiYp+N7v5XDXn3+K8DIyAgAqC60RYhKCn6UeV+himO6qqJ9GwW1DlOQzHJeWVWtcBV46pIR2dnZNRaL6qOkpEShoaHV1lutVud2d/0k1auv0VG0AhCwrKYgWc3uP+asJj4CgdrUNBm7JB2rLNOOg3k6uOdL2Q7tU1CLpne5OZo3MgIAqnv0/GA9mNVeB77PUsuSYoUGnyNHhFXm4BOXFtntql64CkB1yYjo6Giv56yqTVhYmMrKyqqtLy0tdW53109SvfoaHWkMIGBxFh3wnSCTWcGWYJnC28hiPvFeytj0f0oddJ2fRwZ4h4wAAFd/GPS1fnRI6tRJxf/NlyRZz+wtmU0KDTbLbDaprMJWvXAVgPyVEdHR0SooKKi2vmqy95iYmBr7RUZGKjQ0tMZJ4Wvra3QUrQAErCCTyWPYeLpPHcCJwtSpV1pVvadaBIXqnPZn6kBEBx0oPaL9xft1/GiRP4YJ1AsZAQCuooLDtWb/TtmtXVRedky2ihO3k4UEWxQZblGlXaqotMsuR8AXrvyVEfHx8Vq7dq2OHDniMhl7VlaWc3tNzGaz+vfvr5ycnGrbsrKy1L179yY5CbskcQoJQMCqOkPibuEsOlC7U983VdoEW3Vem85KjemnMV0HKjGmr9q16+a/gQJ1REYAgKseYW3VOjhMDotFlqBQWYLD5AgNVZDFJMtvtwHaHQ7Z7VXLiT8HIn9lRGpqqmw2mxYtWuRcV1ZWpqVLlyopKcn55MA9e/bo+++/r9b3iy++cClcbdu2TZ9++qnS0tJ8Mt7GwJVWAALWqV+ya9oOwL0gs1mVJ02wfurE7G2DrOoV3k6hphB1D2vDewpNChkBAK6e3ZOtM8LbKrJLGx1q100h4a3lCLLI7nDoaJld5TaHKitPFKzMZpPsvz090Gzx98gbnr8yIikpSWlpaZoxY4aKiorUo0cPvfjii9q9e7eWLFnibDd27FitW7dOjpOKhpMnT9bzzz+vlJQUTZ06VcHBwZo3b546duyo++67z2U/7777rr766itJUkVFhb7++mvNnj1bknTVVVdpwIABPjm++mgWaVxWVqbp06crJiZGYWFhSkpK0po1a/w9LAA+Fmy2KMQc5HYJ9mHCns7nTkFBgcaMGaM2bdqoVatWuvrqq7Vr164a2y5ZskR9+vSR1WpVz5499eyzzzbkYTQLZETdVDrsqnTYVWqvVLGtXGHmUO0tjlAnU1eNaH+Wv4cHeM2fGYGmg4xAc3Jn10RVOuz609kWtTv7fIW1i5EjJEiVlQ4dLa1USZntxBVWv11tJcn5/4HGnxnx0ksv6Z577tHy5ct11113qaKiQqtXr9aQIUM89ouIiFBmZqaGDBmi2bNna9asWTrnnHO0bt06RUVFubR9/fXXNWvWLM2aNUvl5eXKzc11/vnLL7/02bHVR7MoWo0bN07z5s3TjTfeqKeffloWi0WjRo3SZ5995u+hAfAhi8y1Lr5S38+d4uJiJScna926dZo5c6YeffRR5ebmaujQoTpw4IBL2+eee05//OMf1bdvXz377LM6//zzddddd+mJJ57w2XEFIjKifirtdv1aWapyR4WKK0z6/nCwzm3Rxd/DArzmz4xA00FGoDn5fG+0klrHaFCHw2o95BxZevWRo1X4b1dV/a9AZTaZXG4TDET+zAir1ar09HQVFhaqtLRU2dnZuvTSS13aZGZmulxlVSU2NlarVq3S4cOHdfToUb377rvq0aNHtXbLli2Tw+GocRk3bpyvDq1eAv72wOzsbL322mtKT0/X1KlTJZ24lK5fv36aNm2aNmzY4OcRAvAVs8kki4dJEs0+mkDxdD53FixYoB07dig7O1sJCQmSpMsvv1z9+vXT3LlzNWfOHElSSUmJHnzwQaWkpCgjI0OSNHHiRNntdj322GOaNGmS2rZt65PjCyRkhGdBJrPz9Fal/X+3BlZdbbWv/LjWHfpJ57YqUx9Laz+OFKg7f2UEmg4yAs3NS9+U6qmLuqugPF8zz43QAmsn7SuuPGneqt/mtbI7Av4zkowwjoA/hZSRkSGLxaJJkyY511mtVk2YMEEbN25UXl6eH0cHwJfMXvzPF07ncycjI0MJCQnOgpUk9e7dW8OHD9fKlSud69auXasDBw5o8uTJLv1vv/12HTt2TO+9914DHlHgIiNqV1WoCjKbFWQ2O9cFmcw6VFGqd/d+qwkbl+qGnCV6uSjXn0MF6sRfGYGmg4xAcxMSbNaXB4O09dh+lYXs1PDOZrUItTgLNGazZDabZDb/r2ATqBOxkxHGEfBXWuXm5iouLs7lcZGSlJiYKEnavHmzcwb+2uTn53vcXlhYWL9BAvAJk8wyeQiUk7d58/6NjY31ar/1/dyx2+36+uuvdeutt1bblpiYqI8++khHjx5VRESEcnNPFAfOO+88l3aDBg2S2WxWbm6ubrrpJq/G25yREZ4FmczOydcrHScmZD91cvb9x39V8bb1OlxyTKvKj+vybon+Gi5QJ3XJCDRPZASao8R2FXps97fq3TpaQ8N7KMRi0jH975bAE+evAv+KKzLCOAK+aFVYWKjo6Ohq66vW7d271+vX8jaUABiD6bf/edpepeoXUE9qum+8JvX93Dl48KDKyspq7durVy8VFhbKYrGoQ4cOLu1CQkLUrl27On22NWdkhGdVhSp324JMZp0bdZZ2Jo6RxWzRJR17aV/58UYcIVB/dckINE9kBJqjd4+s1/c7P1OPc0dr9zGzjpRWOLe5K1wFIjLCOAK+PFhSUqLQ0NBq661Wq3M7gADlMEsOi4fFNx+B9f3cqVrvTd+SkhKFhITU+DpWq5XPNi+REd47+dHOlQ67DpQf0+GKEl3bqY8uCp+on7+9Rq9lxftvgEBd+Skj0HSQEWiOXvviVdkPF2lgq07a+ItDhw6VqrzCLstvtwR6ulUwoJARhhHwV1qFhYWprKys2vrS0lLndm/Vdt96YWGhV1drAGgcDpnk8HAW5ORt2dnZNZ5NrY/6fu5Urfemb1hYmMrLy2t8ndLS0jp9tjVnZIR3Tr1NsNReqYLiAyouP67WXRP0zkc/6cdV6WoX3Uc6N87fwwW8UpeMQPNERqBZCrIqpHM/XdS6u547WC4dK1NFkFkhwWZZzCbZfrsl8NQrrgINGWEcAV+0io6OVkFBQbX1VfeNx8TEeP1a3s5nA8AYHA6THA4PYXPStujo6AZ7j9f3cycyMlKhoaE1zmtxat/o6GjZbDYVFRW53CJYXl6uAwcO1OmzrTkjI7x38pVWVnOQ2oS2VIglWLtLDqn7eX1V+u3FMgfVfPUfYER1yQg0T2QEmqObBo5W22CrfjzcQuUVZbIcK1FliEX2sCBZZHJTuAo8ZIRxBOg/sf+Jj4/X9u3bdeTIEZf1WVlZzu0AApPdYap18YX6fu6YzWb1799fOTk51bZlZWWpe/fuioiIcHmNU9vm5OTIbrfz2eYlMsKzqjmtTp7bKshkVnRoS13RqbcmdUvSvorj6n/Ger35j2F66MFR/hoqUGf+ygg0HWQEmqObOp6js1u0V5TVpsiIEMnukPlYmcrL//e7wKm3CgYiMsI4Ar5olZqaKpvNpkWLFjnXlZWVaenSpUpKSmJSRCCAOWoJGl+dIfH2c2fPnj36/vvvq/X94osvXIpR27Zt06effqq0tDTnuosvvliRkZFauHChS/+FCxcqPDxcKSkpvji0gENGeFZpt6vS4bpIJ54geGZYG/UP76zuYW30YcEWpXz6hP5Z8C8/jxjwnr8yAk0HGYHmaMInLfT8Tzn6z7HNur5nkGwd2kjmE1dV2U6adN1iPnHVVaAWrsgI4wj42wOTkpKUlpamGTNmqKioSD169NCLL76o3bt3a8mSJf4eHgAfKrebVG53Hyietp0Obz93xo4dq3Xr1rk8lXDy5Ml6/vnnlZKSoqlTpyo4OFjz5s1Tx44ddd999znbhYWF6bHHHtPtt9+utLQ0XXrppVq/fr1WrFihxx9/XJGRkT45tkBDRtSu0m5XkPmUOa1slcorPaLo4NaylJ2le7v2UN9zf9WMbR/6e7iA1/yVEWg6yAg0V1/+sF47DuzWksRYDe7VWVk/BSnIUvP1LlW3CwYaMsI4Ar5oJUkvvfSSZs2apeXLl+vXX3/VgAEDtHr1ag0ZMsTfQwPgQ3aHSTYPgeLLy3rr+7kTERGhzMxMTZkyRbNnz5bdbtewYcM0f/58RUVFubSdPHmygoODNXfuXL3zzjvq0qWL5s+fr7vvvttnxxWIyAj3qgpVp6pw2FVYVqyD4cf00d5I/Wf1t3K0bKlX/vR7Lfn5cz+MFKg7f2YEmg4yAs1RaESUjpcc0is/f6M/9myvYxXh2nXwxAOAbHaH8/bAQEZGGEezKFpZrValp6crPT3d30MB0IhsjhOLp+2+4s3nTmZmZo3rY2NjtWrVKq/2M3HiRE2cOLE+Q8RvyIja1XS1VYm9UluKi3Rb73baeqCXfv7lmPKKmYgdTYc/MwJNBxmB5ujWPiP1/Jb3lFW0Q5e2767EqB7aX2LRsbIT0wQ0h8IVGWEczaJoBaB5qnRIlR7OglQSNoBHJ0/ALruchSurOUgRQSEqLCvWX3a+q46dg5XSt7O6RfSTiv03XqAuyAgAqNk7X52nisMLtffIz3q7/Zn6Y4euyt4XomNl9oC8FbAmZIRxULQCELDsdslm97wdgHsuRSvJWbgKMwdpYEQnRQW3UIakFd9+qP/8/LLyht7ml3EC9UFGAIB7FXt3yVFp0/qoszQ2ZoC6RnTR97/YZLc7FBJilkWmgL7iiowwDopWAAJWmd2kUg/3opcxgSJQq5NvCZQk2aWWQSHqHNJG6/a2UTtblF4f1ktjPlvo+YUAgyEjAMAzu61Sxflf653u29UuuItKDx6TqdImtY+QOTSwPyPJCOOo+REAABAAbPbaFwC1O/WKq0MVpdpZul9nRVRq/c8OLd/eSZP6Xuan0QH1Q0YAgHtn9lkra49z5Cg5qk0HflLLYIcsx0plKT6uygqbJAXsVVYSGWEkXGkFIGBVyuT5XnQFbtACvlBVvNp9/Fdt+jVfLYK3aHz//joztJ3+nndQLS1MxI6mg4wAAM/69xqmzf9Zph+LftDZ3Spla9tSpuNlCg62BHTBSiIjjISiFYCAZXN4niSRp34AtbPZbbKYLc7bBCWpuLJcXxdsUcn3n+njsjIFR0apXe9hGh57jp9HC3iPjAAAz7754XPZK8pVsW+ngq0/q3/3WO3cX6YgS+AXbMgI4+D2QAABq9JuqnUBUDub/cRtAFZzkKJCwtXRGqEW4W0kScWFv+jAV5spWKHJISMAwLPOYc8oOLqbZKvU+/t/0OWxDkW3DlZwUOCXEcgI4+BKKwABizMkwOmzmC3/K1pZgtTF2koDW3VSn5bt9X6bzvpq5+cq277Jz6ME6o6MAIDa3XzBBL25c4O2Hy3SLT2OadOBCG2tcKhckt0euB+UZIRxULQCELDKbCaV2Tw89cPDNgBy3g5YdV12cWW5SuyVigmJUI/QjooLj9TfJW0+us9fQwTqjYwAgNqt/Wawlif30sqi77S7vEiD2rXQ3mNmHSq1B3ThiowwDopWAAIWZ0iA0xNkMrvMZXW4okSZ+39UzqECFVeWK+9okfILtyrtokl+HilQd2QEAHjn1vda6dWU87W7okAJUaXKPx6unH3SoRKbZDbJFoCFKzLCOChaAQhYlQ6p0sPjaD0FEYATgkxmWS1BirCEaJ/JrM1FW7Rv8/s6tP0HSVJEbLR0ztV+HiVQd2QEAHinRXiw/rzerEVDYvRTRaF+f0a0Kh3h2lTk0NEyuyr8PUAfICOMg6IVgIBlc3h+VK3NwzYA/2M1B6l9SLgk6eixg/p123Yd/qFILbpGylZe5ufRAfVDRgCA9w5v3avXzzhDndsVa+uxLbo69hwVHLOqzOZQaQBWrcgI4wj8af8BNFuV9toXALUrrizXd8X7tX7fTpUXfCOTyayo+G6K/f0tGntTur+HB9QLGQEA3guP66RXc4+od3h7fVe8XwdUqL5tHAoPDsySAhlhHFxpBSBgldmkUpvn7QDcCzKZVWqv1I/F+/Xt3m9VujNLJT8XqvVZ3dR/6K0a0amXCkuL/T1MoF7ICACom6CCfdr0S3cNbrNfv1aUakDbSu08Gqyfj/h7ZA2PjDCOwCyLAoD+N4Giu4UJFAHPrJYgFZUe0Za8XB38zxvKy8xW+dHj6nHBjZrW9UYKVmjSyAgAqJuwPrF6Z7dNERX9dHZ4R0WHlyupfWBeckRGGAdFKwABq1Kew6bS3wMEDC7IZNauQ3tV8s16FX39k2xHy9Smd289f84Yrdwd7O/hAaeFjACAujtSYtNfN5bqi6I2MpnsGtS+xN9D8gkywji4PRBAwKrtfnPuRQc8K64s169HflbFsWNq3a2d2p+XpBVp8/R5YWu1jFzj7+EBp4WMAIB62rNf/xcZq+4tQ9Uy7KCktv4eUYMjI4yDohWAgMVTP4DTU1ByWC1btJNp8FUa1ytZfc3D9fL3ZgpWCAhkBADUT3hcJ+UVHdenv0To+jNb+Hs4PkFGGAdFKwABq9LuUKXd/Q3nnrYBkH45/qsuP2OQbu34O93xeajW7CzSiBFb/D0soEGQEQBQfy1bhmjLAbtiw1pIqvD3cBocGWEcFK0ABKxym+cne5Tz1A/Ao33F+3VDvyt1x+eh2v/FDxpxXZ6/hwQ0GDICAE5PweEKrSy3+HsYPkFGGAdFKwABy6YTEyV62g7Avc6to1VcEqkDR8olzigiwJARAHD69h+pUEhw4D3fjYwwDopWAAIWEygCp2f2WTfog70hahEmJd6Q7+/hAA2KjACA0xeIBSuJjDASilYAAhZhA5yeW98v06DuIUrstc7fQwEaHBkBAHCHjDAOilYAApbd4ZDN4f66XruHbQAkS+EBtUvK8vcwAJ8gIwAA7pARxkHRCkDAKrdJQUygCNTb8Gt+8PcQAJ8hIwAA7pARxkHRCkDAqnTU8qhazpAAQLNFRgAA3CEjjCMwZ00DAEk2e+0LAKB5aooZcejQIU2aNElRUVFq0aKFkpOT9eWXX3rd/7vvvtNll12mli1bKjIyUjfffLP27dvn0ub777/XtGnTFB8fr4iICEVHRyslJUU5OTkNfTgAYFhNMSMCFUUrAAGr6l50dwv3ogNA89XUMsJutyslJUWvvPKK7rjjDj355JMqKirSsGHDtGPHjlr75+fna8iQIfrhhx80Z84cTZ06Ve+9955GjBih8vJyZ7vFixfr+eef13nnnae5c+fq3nvv1bZt2/S73/1OH3/8sS8PEQAMw58ZUVZWpunTpysmJkZhYWFKSkrSmjVrvOpbUFCgMWPGqE2bNmrVqpWuvvpq7dq1q8a2S5YsUZ8+fWS1WtWzZ089++yzDXkYDYbbAwEErNrOgnCGBACar6aWERkZGdqwYYNWrVql1NRUSdKYMWMUFxenhx9+WK+88orH/nPmzNGxY8e0adMmde3aVZKUmJioESNGaNmyZZo0aZIk6YYbbtAjjzyili1bOvveeuut6tOnjx555BFdcsklPjpCADAOf2bEuHHjlJGRoXvuuUc9e/bUsmXLNGrUKK1du1YXXnih237FxcVKTk7W4cOHNXPmTAUHB2v+/PkaOnSoNm/erHbt2jnbPvfcc7rttts0evRo3XvvvVq/fr3uuusuHT9+XNOnT/fdwdUDRSsAAavqTIin7QCA5qkuGVFYWFjr68XGxjbIuNzJyMhQx44dde211zrXRUVFacyYMVqxYoXKysoUGhrqtv/rr7+uK664wlmwkqRLLrlEcXFxWrlypbNoNWjQoGp927Vrp4suukiZmZkNd0AAYGD++h6RnZ2t1157Tenp6Zo6daokaezYserXr5+mTZumDRs2uO27YMEC7dixQ9nZ2UpISJAkXX755erXr5/mzp2rOXPmSJJKSkr04IMPKiUlRRkZGZKkiRMnym6367HHHtOkSZPUtm1bnxxffXB7IICAVWFzqLzS/VJho2gFAM1VXTIiMTFRXbp08bj4Wm5urgYOHCiz2fXX98TERB0/flzbt29327egoEBFRUU677zzqm1LTExUbm5urfv/+eef1b59+7oPHACaoLpkRGFhofLz8z0u3srIyJDFYnGeSJAkq9WqCRMmaOPGjcrLy/PYNyEhwVmwkqTevXtr+PDhWrlypXPd2rVrdeDAAU2ePNml/+23365jx47pvffe83q8jYGiFYCAdeKyXoeHxd8jBAD4S1PLiMLCQkVHR1dbX7Vu7969Hvue3PbU/gcPHlRZWZnb/uvXr9fGjRt13XXX1XXYANAk1SUjGvLERm5uruLi4tSqVSuX9YmJiZKkzZs319jPbrfr66+/dntyYufOnTp69KhzH5KqtR00aJDMZrNXJzIaE7cHAghYdseJxdN2AEDzVJeMyM7OrrHgU+992+0uk597EhoaKpPJpJKSkhpv/7NarZJO3O7hTtW22vrXtL2oqEh/+MMfdOaZZ2ratGlejRkAmjp/fY+o7wmKqpMPtfXt1auXCgsLZbFY1KFDB5d2ISEhateunceTIP5A0QpAwLL/dibE03YAQPNUl4yIjo5u0Dmr/vOf/yg5Odmrtt9995169+6tsLCwGq+GKi0tlSSFhYW5fY2qbXXtf+zYMV1xxRU6evSoPvvsM5fJ2QEgkNUlIxryxEZ9T1B4e3Ki6v9DQkJqfB2r1erxJIg/ULQCELDsdofHwhRFKwBovvyZEb1799bSpUu9alv1RSg6OrrGCeGr1sXExNT6Gu76R0ZGVvuiU15ermuvvVZff/21PvzwQ/Xr18+r8QJAIKhLRjTkiY36nqCoy8mJsLAwt1f7lpaWejwJ4g9Nck6rZcuWyWQy1bj8/PPP1dq/8847GjhwoKxWq7p27aqHH35YlZWVfhg5gMZUaber0uZhsRtswhI0CDICgDf8mRGdOnXSuHHjvFpat24tSYqPj9eXX34p+ynjysrKUnh4uOLi4tzur3PnzoqKilJOTk61bdnZ2YqPj3dZZ7fbNXbsWH3yySd65ZVXNHTo0NM/aIMgIwB4w18ZUd8TFFUnH7zpGx0dLZvNpqKiIpd25eXlOnDggMeTIP7QpK+0+utf/6ozzzzTZV2bNm1c/vzBBx/ommuu0bBhw/Tss89qy5Ytmj17toqKirRw4cJGHC2ARmd3yMGkVs0WGQHAoyaWEampqcrIyNAbb7yh1NRUSdL+/fu1atUqXXnllS5XSu3cuVOSdNZZZznXjR49Wi+++KLy8vKckwJ/8skn2r59u6ZMmeKyrzvvvFP/93//p+eee07XXnutrw/NL8gIAB75KSPi4+O1du1aHTlyxGUy9qysLOf2mpjNZvXv37/GkxNZWVnq3r27IiIiXF4jJydHo0aNcrbLycmR3W53uw9/adJFq8svv7zG2fFPNnXqVA0YMEAfffSRgoJOHG6rVq00Z84c3X333erdu3djDBWAH3B7YPNGRgDwpKllRGpqqn73u99p/Pjx2rp1q9q3b68FCxbIZrPp0UcfdWk7fPhwSdLu3bud62bOnKlVq1YpOTlZd999t4qLi5Wenq7+/ftr/PjxznZ///vftWDBAp1//vkKDw/XihUrXF7797//vVq0aOG7A20kZAQAT/yVEampqXrqqae0aNEiTZ06VdKJW/6WLl2qpKQk50mHPXv26Pjx4y6fQ6mpqXrggQeUk5Pj/Hzbtm2bPv30U+drSdLFF1+syMhILVy40KVotXDhQoWHhyslJcUnx1ZfTfL2wJMdPXpUNputxm1bt27V1q1bNWnSJGfQSNLkyZPlcDiUkZHRWMME4AeO386QeFoQ2MgIAO40tYywWCx6//33dd111+mZZ57R/fffr/bt2+vTTz9Vr169au3fpUsXrVu3TmeddZYeeOABPfnkkxo1apTWrFnjcpVW1ePUN27cqJtvvrnasm/fPl8dYqMjIwC446+MSEpKUlpammbMmKFp06Zp0aJFuvjii7V79249+eSTznZjx45Vnz59XPpOnjxZZ511llJSUpSenq6///3vGjFihDp27Kj77rvP2S4sLEyPPfaYVq9erbS0NC1evFi33HKLVqxYoQcffFCRkZE+Obb6atJXWiUnJ6u4uFghISG69NJLNXfuXPXs2dO5PTc3V5KqnUWJiYlRbGysc7u38vPzPW6v6f5RAP7kkByeAsVYX0jQsMgIAJ41vYxo27atFi9erMWLF3tsd/IVVifr27evPvzwQ499ly1bpmXLltVzhE0HGQHAM/9lxEsvvaRZs2Zp+fLl+vXXXzVgwACtXr1aQ4YM8dgvIiJCmZmZmjJlimbPni273a5hw4Zp/vz5ioqKcmk7efJkBQcHa+7cuXrnnXfUpUsXzZ8/X3fffbfPjqu+mmTRKjw8XOPGjVNycrJatWqlTZs2ad68eRo8eLC+/PJL5yVzVR/+NT1+Mjo6Wnv37q3TfqteF0DT4Kh0yFHpfpJER6XxvpAcOnRI06ZN05tvvqnjx48rMTFRc+fO1cCBA73q/91332nKlCn67LPPFBISopSUFM2bN88lqHbv3l1tHo8qr776qq6//voGORZ/ISMAeKMpZgROHxkBwBv+zAir1ar09HSlp6e7bZOZmVnj+tjYWK1atcqr/UycOFETJ06szxAbld+LVna73e3jFk8VGhoqk8mkMWPGaMyYMc7111xzjS699FINGTJEjz/+uP71r39JkkpKSpz9TmW1WnXkyJEGOAIAhmV3eJ4k0WC3ftjtdqWkpOirr75y3vaxYMECDRs2TJs2bXI5A1yT/Px8DRkyRK1bt9acOXNUXFysp556Slu2bFF2drZCQkJc2t9www0u97FL0vnnn9/gx3U6yAgAPtPEMgLVkREAfIaMMAy/F63+85//KDk52au23333ndsJDy+88EIlJSXp448/dq4LCwuTdGLislOVlpY6t3srLy/P4/bCwkIlJibW6TUB+FATC5uMjAxt2LBBq1atcj4ZasyYMYqLi9PDDz+sV155xWP/OXPm6NixY9q0aZO6du0qSUpMTNSIESO0bNkyTZo0yaX9wIEDddNNN/nmYBoIGQHAZ5pYRqA6MgKAz5ARhuH3olXv3r21dOlSr9rWdHnuybp06aJt27ZVa19YWFjtktz6BENsbGyd2gPwN7vkcH9Zr+RpW+PLyMhQx44dXR4vHhUVpTFjxmjFihUqKyur8Yxvlddff11XXHGFs2AlSZdcconi4uK0cuXKakUrSTp27JiCg4OrXYVlFGQEAN9pWhmB6sgIAL5DRhiF34tWnTp10rhx4xrktXbt2uUyb0t8fLwkKScnxyVY9u7dq/z8/Bq/wAEIIHU4Q+LNBKi+/oUzNzdXAwcOlNns+mDXxMRELVq0SNu3b1f//v1r7FtQUKCioqIaH9+dmJio999/v9r6Rx99VPfff79MJpMGDRqkxx9/XCNHjmyYg2kgZAQAn+EsepNHRgDwGTLCMMy1NzGemh61+/7772vTpk267LLLnOv69u2r3r17a9GiRS6Ps124cKFMJpPz9hsAgclkd9S6VElMTFSXLl08Lr5WWFjodsJXSR4nfa1twtiDBw86b3Ewm80aOXKk0tPT9c4772j+/PkqKirS5Zdfrvfee68hDsWvyAgA3qhLRiBwkBEAvEFGGIffr7Sqj8GDB+vcc8/Veeedp9atW+vLL7/UCy+8oC5dumjmzJkubdPT03XVVVdp5MiRuv766/XNN9/oH//4h/74xz+qT58+fjoCAI3BVGmXqdLmcbuv1Gdy2JKSErcTvkr/mxS2JrVNGFvVJjQ0VF27dq32yPObb75ZZ599tu677z6lpKR4NW6jIiMAeMOfGQH/ISMAeIOMMI4mWbS67rrr9N577+mjjz7S8ePHFR0drYkTJ+rhhx9Wx44dXdpeccUVeuONN/Too4/qzjvvVFRUlGbOnKm//OUvfho9gEbjqOWyXsf/tmVnZ9c630Vd1Gdy2LCwMLcTvkryOOlrbRPG1tY/MjJS48eP19/+9jfl5+c36bk3yAgAXqlDRiBwkBEAvEJGGEaTLFrNnj1bs2fP9rr9Nddco2uuucZ3AwJgSCaHXSYPEyievC06OrpBCzX1mRw2Ojq6xrm1qtbFxMTU+hru+kdGRnqcxF2S8xbIgwcPNumiFRkBwBt1yQgEDjICgDfICONokkUrAPCKHydQrM/ksPHx8Vq/fr3sdrvLZOxZWVkKDw9XXFyc276dO3dWVFSUcnJyqm3Lzs52Tijrya5duyTJZSJaAAhYTLILAHCHjDCMJjkROwB4xW6vfTGQ1NRU/fLLL3rjjTec6/bv369Vq1bpyiuvdLlSaufOndq5c6dL/9GjR2v16tXKy8tzrvvkk0+0fft2paWlOdfVNAltQUGBXnjhBQ0YMKBBb5MEAMNqYhkBAGhEZIRhcKUVgIBlstUygaLNWGGTmpqq3/3udxo/fry2bt2q9u3ba8GCBbLZbHr00Udd2g4fPlyStHv3bue6mTNnatWqVUpOTtbdd9+t4uJipaenq3///ho/fryz3bRp07Rz504NHz5cMTEx2r17t5577jkdO3ZMTz/9dKMcKwD4W1PLCABA4yEjjIOiFYDA5bCfWDxtNxCLxaL3339f999/v5555hmVlJQoISFBy5YtU69evWrt36VLF61bt0733nuvHnjgAYWEhCglJUVz5851uUpr5MiR+te//qV//vOf+vXXX9WmTRsNGTJEDz30kAYOHOjLQwQA42hiGQEAaERkhGFQtAIQuJrgveht27bV4sWLtXjxYo/tTr7C6mR9+/bVhx9+6LHvDTfcoBtuuKG+QwSAwNAEMwIA0EjICMOgaAUgcNntMnm635x70QGg+SIjAADukBGGQdEKQOCqbZJEwgYAmi8yAgDgDhlhGBStAAQwhxwe7zfnsl4AaL7ICACAO2SEUVC0AhC4Km0nFk/bAQDNExkBAHCHjDAMilYAAhdP/QAAuENGAADcISMMg6IVgMDFvegAAHfICACAO2SEYVC0AhC4HA7PgeLgXnQAaLbICACAO2SEYVC0AhCwHA67xwkUPU+uCAAIZGQEAMAdMsI4KFoBCFgOm00Om/tJEj1tAwAENjICAOAOGWEcFK0ABC7uRQcAuENGAADcISMMg6IVgIDlsDvk8BAoDjv3ogNAc0VGAADcISOMg6IVgABWy6NqxRkSAGi+yAgAgDtkhFFQtAIQsBx2ey1nSAgbAGiuyAgAgDtkhHFQtAIQsE5MoFjpcTsAoHkiIwAA7pARxkHRCkDgctRyWS+PqgWA5ouMAAC4Q0YYBkUrAAGLy3oBAO6QEQAAd8gI46BoBSBgOWSXw8NZEAcTKAJAs0VGAADcISOMg6IVgMBlt59YPG0HADRPZAQAwB0ywjAoWgEIWA6Hw/MZEoejEUcDADASMgIA4A4ZYRwUrQAELlulx6d+yNM2AEBgIyMAAO6QEYZB0QpAwHLYbXLY3T+O1tM2AEBgIyMAAO6QEcZB0QpAwOKyXgCAO2QEAMAdMsI4KFoBCFg89QMA4A4ZAQBwh4wwDopWAAIXT/0AALhDRgAA3CEjDIOiFYCAZbdVyu5hkkRP2wAAgY2MAAC4Q0YYh9nfAwAAX6m6F939wr3oANBckREAAHeaYkYcOnRIkyZNUlRUlFq0aKHk5GR9+eWXXvf/7rvvdNlll6lly5aKjIzUzTffrH379lVr9/jjj+uqq65Sx44dZTKZ9MgjjzTgUVTHlVZ+1q19O38PAQhYDrtdDg+X7nraBjR3/++cy/09BMCnyAgAgDtNLSPsdrtSUlL01Vdf6f7771f79u21YMECDRs2TJs2bVLPnj099s/Pz9eQIUPUunVrzZkzR8XFxXrqqae0ZcsWZWdnKyQkxNn2oYceUqdOnXTuuefqww8/9PWhUbQCELiYQBEA4A4ZAQBwp6llREZGhjZs2KBVq1YpNTVVkjRmzBjFxcXp4Ycf1iuvvOKx/5w5c3Ts2DFt2rRJXbt2lSQlJiZqxIgRWrZsmSZNmuRs++OPP6pbt27av3+/oqKifHdQv+H2QACBy2GvfQEANE9kBADAnSaWERkZGerYsaOuvfZa57qoqCiNGTNGb7/9tsrKyjz2f/3113XFFVc4C1aSdMkllyguLk4rV650adutW7cGHXttuNIKQOCy2+Ww2zxuBwA0U2QEAMCdOmREYWFhrS8XGxvbEKNyKzc3VwMHDpTZ7HpdUmJiohYtWqTt27erf//+NfYtKChQUVGRzjvvvGrbEhMT9f777/tkzN4y1JVWhYWFeuCBB5ScnKyIiAiZTCZlZma6bb9hwwZdeOGFCg8PV6dOnXTXXXepuLi4WruysjJNnz5dMTExCgsLU1JSktasWePDIwFgBHZ7Za0Lmg4yAkBDIiMCCxkBoCHVJSMSExPVpUsXj4uvFRYWKjo6utr6qnV79+712Pfktqf2P3jwYK1XavmSoYpW27Zt0xNPPKGCggK3VcAqmzdv1vDhw3X8+HHNmzdPf/zjH7Vo0SKlpaVVaztu3DjNmzdPN954o55++mlZLBaNGjVKn332ma8OBYABVE2g6GlB00FGAGhIZERgISMANCR/ZoTdbldpaalXS9VTDEtKShQaGlrttaxWq3O7O1Xb6tvf1wx1e+CgQYN04MABRUZGKiMjo8bgqDJz5ky1bdtWmZmZatWqlaQT91ZOnDhRH330kUaOHClJys7O1muvvab09HRNnTpVkjR27Fj169dP06ZN04YNG3x/YAD8oupRtZ62o+kgIwA0JDIisJARABpSXTIiOzu7xquU6us///mPkpOTvWr73XffqXfv3goLC6vxaqjS0lJJUlhYmNvXqNpW3/6+ZqiiVUREhFftjhw5ojVr1mjKlCnOoJFOhMiUKVO0cuVKZ9hkZGTIYrG4zHZvtVo1YcIEzZw5U3l5eY1yuR6AxtfUnvoBz8gIAA2JjAgsZASAhlSXjIiOjm7QOat69+6tpUuXetW2qlgWHR1d49xaVetiYmJqfQ13/SMjI2u8CquxGKpo5a0tW7aosrKy2kRhISEhio+PV25urnNdbm6u4uLiXEJJOnHfqXTi8mBvwyY/P9/jdm8mYAPQeGq7dJdbPwITGQHAG2RE80RGNIzM61v4ewiAT/kzIzp16qRx48bVqU98fLzWr18vu93uMhl7VlaWwsPDFRcX57Zv586dFRUVpZycnGrbsrOzFR8fX6exNLQmWbSqbaKw9evXu7St74Rkp+JMCtC0nJgkscLjdgQeMgKAN8iI5omMAOCNppYRqampysjI0BtvvKHU1FRJ0v79+7Vq1SpdeeWVLldK7dy5U5J01llnOdeNHj1aL774ossVpJ988om2b9+uKVOmNOKRVOezopXdbld5eblXbUNDQ2Uymbx+7domCjt5krDTmZAMQBNX2ySJnEX3GzICgN81wYw4dOiQpk2bpjfffFPHjx9XYmKi5s6dq4EDB3rV/7vvvtOUKVP02WefKSQkRCkpKZo3b56ioqLc9nn55Zd10003qUWLFjU+Xc8XyAgAftfEMiI1NVW/+93vNH78eG3dulXt27fXggULZLPZ9Oijj7q0HT58uCRp9+7dznUzZ87UqlWrlJycrLvvvlvFxcVKT09X//79NX78eJf+y5cv108//aTjx49LOjEH1+zZsyVJN998s84444wGPTafFa3qM3mYt2qbKOzkScJOZ0KyU+Xl5XncXlhY6LxcGID/ORy13IvuYRt8i4wA4G9NLSPsdrtSUlL01Vdf6f7773d+IRk2bJg2bdqknj17euyfn5+vIUOGqHXr1pozZ46Ki4v11FNPacuWLcrOzlZISEi1PsXFxZo2bZpatGjcW8HICAD+1tQywmKx6P3339f999+vZ555RiUlJUpISNCyZcvUq1evWvt36dJF69at07333qsHHnjAeWJj7ty51Yr3S5Ys0bp165x/Xrt2rdauXStJuvDCC5tO0ao+k4d5q7aJwk6eZCw6OloFBQU1tpM8T0h2qoacXA2A7zW1sGlOyAgA/tbUMiIjI0MbNmzQqlWrnLd+jBkzRnFxcXr44Yf1yiuveOw/Z84cHTt2TJs2bVLXrl0lnZibacSIEVq2bJnLZONVZs+erYiICCUnJ+utt95q8GNyh4wA4G9NLSMkqW3btlq8eLEWL17ssd3JV1idrG/fvvrwww9r3U9mZmY9Rld/Pita1WfyMG/169dPQUFBysnJ0ZgxY5zry8vLtXnzZpd18fHxWrt2rY4cOeIyiWJWVpZzO4DAxJOhjIuMAOBvdckIbybJ9nVRIiMjQx07dtS1117rXBcVFaUxY8ZoxYoVKisr8/h0p9dff11XXHGFs2AlSZdcconi4uK0cuXKakWrHTt2aP78+XrzzTe1cuXKhj8gD8gIAP7G9wjjMNfexHhat26tSy65RCtWrNDRo0ed65cvX67i4mKlpaU516Wmpspms2nRokXOdWVlZVq6dKmSkpKYFBEIYHabTXZbpYfF5u8hVnPo0CFNmjRJUVFRatGihZKTk/Xll1961Tc7O1uTJ0/WoEGDFBwcXOscH0uWLFGfPn1ktVrVs2dPPfvssw1xCH5HRgDwRl0yIjExUV26dPG4+Fpubq4GDhzo8lSoqrEdP35c27dvd9u3oKBARUVF1Z6YV9X/5CfmVbnnnnuUnJysUaNGnf7gDYSMAOCNpvg9IlAZ7umBVRN4ffvtt5JOBMhnn30mSXrooYec7R5//HENHjxYQ4cO1aRJk5Sfn6+5c+dq5MiRuuyyy5ztkpKSlJaWphkzZqioqEg9evTQiy++qN27d2vJkiWNeGQAGpvDYZPD4T5QPG3zh9Odr+T999/X4sWLNWDAAHXv3t3jF5jnnntOt912m0aPHq17771X69ev11133aXjx49r+vTpDX1oDYaMANBQmlpGFBYWasiQIdXWn/wku/79+7vte3LbU/sfPHjQ5Uqt9957Tx999JG++uqrhhp+oyAjADSUppYRgcxwRatZs2a5/PmFF15w/vfJYTNw4EB9/PHHmj59uqZMmaKIiAhNmDBB/+///b9qr/nSSy9p1qxZWr58uX799VcNGDBAq1evrjH4AQSOpnYv+unOV/LnP/9Z06dPV1hYmO644w63RauSkhI9+OCDSklJUUZGhiRp4sSJstvteuyxxzRp0iS1bdu2YQ+ugZARABpKXTIiOzu7znMneVKfp+OdzpPsantiXlWb0NBQlZeXa8qUKbrtttt09tlnezVGoyAjADSUpvY9IpAZrmjlcDi8bnvhhRfq888/r7Wd1WpVenq60tPTT2doAJoYh93h8VG1Drv3nzeN4XTnK+nYsaNX+1m7dq0OHDigyZMnu6y//fbb9fLLL+u9997TTTfdVL+D8DEyAkBDqUtGREdHN+icVfV5Ot7pPMmutifmndxm/vz52r9/f7VHpDcFZASAhtLUvkcEMsMVrZqyyspK5397M2EnAO+d/J46+b3mib3iqOThLIi98liNr++OryfZ9TRfyaJFi7R9+3a3t37UdT+Sqs1tMmjQIJnNZuXm5hq2aNWUkRGA7/g6IxpafZ6OFx0d7faJd5LnJ9nV9sS8yMhIhYaG6vDhw5o9e7YmT56sI0eO6MiRI5Kk4uJiORwO7d69W+Hh4erQoYNXY4f3yAjAd5paRsAVRasGtG/fPud/JyYm+nEkQGDbt2+funXrVmu7Iz+87vVrevOercsZ3Po4nflK6rofi8VS7UtHSEiI2rVrp7179572PlAdGQE0Dl9kREOrz9Px4uPjtX79etntdpeTG1lZWQoPD1dcXJzbvp07d1ZUVJRycnKqbcvOznY+Be/XX39VcXGxnnzyST355JPV2p555pm6+uqr9dZbb9Vp7KgdGQE0jqaQEXBF0QoAfKCx5yupi5KSEoWEhNS4zWq1Nth+AAANJzU1VRkZGXrjjTec8x7u379fq1at0pVXXumSHzt37pQknXXWWc51o0eP1osvvqi8vDznU+8++eQTbd++XVOmTJEkdejQQW+++Wa1fT/zzDPauHGjXn311Qad2wsAgNpQtGpA/fv3V3Z2tqQT89AEBdX84y0sLHSeQWnoiT3hPf4ejMHbv4fKykrnWUhPVxt16tRJeXl5dR6Dp/dsfTT2fCV1ERYW5ragVlpa2mD7gSsyomnh78EYjJARVf38LTU1Vb/73e80fvx4bd261fmEWZvNVm3+qeHDh0uSdu/e7Vw3c+ZMrVq1SsnJybr77rtVXFys9PR09e/fX+PHj5ckhYeH65prrqm277feekvZ2dk1bkPDICOaFv4ejIGMaB4oWjUgq9WqhISEOvVp6Ik9UT/8PRhDbX8P3lzKGxQUVOe/S1/83Tf2fCV1ER0dLZvNpqKiIpdbBMvLy3XgwIEG2w9ckRFNF38PxuCvjDAKi8Wi999/X/fff7+eeeYZlZSUKCEhQcuWLVOvXr1q7d+lSxetW7dO9957rx544AGFhIQoJSVFc+fO9fiQDzQOMqLp4u/BGJp7RgQyilYA4AONPV9JXfcjSTk5ORo1apRzfU5Ojux2u3M7AMBY2rZtq8WLF2vx4sUe2518hdXJ+vbtqw8//LDO+122bJmWLVtW534AAJwuc+1NAACNITU1Vb/88oveeOMN5zpP85VUzVlSVxdffLEiIyO1cOFCl/ULFy5UeHi4UlJS6ncAAAAAANCAuNIKAAzidOcr+emnn7R8+XJJcj4havbs2ZKkM844QzfffLOkE3NaPfbYY7r99tuVlpamSy+9VOvXr9eKFSv0+OOPKzIy0teHCgAAAAC1omgFAAZxuvOV/Pjjj5o1a5bLuqo/Dx061Fm0kqTJkycrODhYc+fO1TvvvKMuXbpo/vz5uvvuuxv2oAAAAACgnihaAYCBnM58JcOGDZPD4fB6XxMnTtTEiRPrOkQAAAAAaBTMaQUAAAAAAADDoWgFAAAAAAAAwzE56nIvCQAAAAAAANAIuNIKAAAAAAAAhkPRCgAAAAAAAIZD0QoAAAAAAACGQ9EKAAAAAAAAhkPRCgAAAAAAAIZD0QoAAAAAAACGQ9EKAAAAAAAAhkPRCgAAAAAAAIZD0QoAAAAAAACGQ9EKAAAAAAAAhkPRyocKCwv1wAMPKDk5WRERETKZTMrMzHTbfsOGDbrwwgsVHh6uTp066a677lJxcXG1dmVlZZo+fbpiYmIUFhampKQkrVmzxodHEnj4GfpOcXGxHn74YV122WWKjIyUyWTSsmXLamz73Xff6bLLLlPLli0VGRmpm2++Wfv27avWzm6368knn9SZZ54pq9WqAQMG6NVXX/XxkQANg/dE00NGND5+ZwJc8Z4wLn6GvsPvTKiRAz6zdu1ahyRHz549Heeff75DkmPt2rU1ts3NzXVYrVbHueee61i4cKHjwQcfdISGhjouu+yyam2vv/56R1BQkGPq1KmO5557znH++ec7goKCHOvXr/fxEQUOfoa+8+OPPzokObp27eoYNmyYQ5Jj6dKl1drl5eU52rdv7zjrrLMcTz/9tOPxxx93tG3b1nHOOec4ysrKXNo+8MADDkmOiRMnOhYtWuRISUlxSHK8+uqrjXRUQP3xnmh6yIjGx+9MgCveE8bFz9B3+J0JNaFo5UNHjhxxHDhwwOFwOByrVq3yGDaXX365Izo62nH48GHnuueff94hyfHhhx8612VlZTkkOdLT053rSkpKHGeddZbj/PPP982BBBh+hr5VWlrqKCwsdDgcDscXX3zhNmz+/Oc/O8LCwhw//fSTc92aNWsckhzPPfecc11+fr4jODjYcfvttzvX2e12x0UXXeSIjY11VFZW+u5ggAbAe6JpISP8g9+ZAFe8J4yJn6Fv8TsTasLtgT4UERGhyMjIWtsdOXJEa9as0U033aRWrVo5148dO1YtW7bUypUrnesyMjJksVg0adIk5zqr1aoJEyZo48aNysvLa9iDCED8DH0rNDRUnTp1qrXd66+/riuuuEJdu3Z1rrvkkksUFxfn8m/+7bffVkVFhSZPnuxcZzKZ9Oc//1n5+fnauHFjwx4A0MB4TzQtZIR/8DsT4Ir3hDHxM/QtfmdCTShaGcCWLVtUWVmp8847z2V9SEiI4uPjlZub61yXm5uruLg4l1CSpMTEREnS5s2bfT7epo6fof8VFBSoqKio2r956cTfw6n/5lu0aKE+ffpUa1e1HWjqeE8YBxlhbPzOBLjiPdG4+Bn6H78zNT8UrQygsLBQkhQdHV1tW3R0tPbu3evS1l07SS5tUTN+hv5X27/5gwcPqqyszNm2Y8eOMplM1dpJ/H0hMPCeMA4ywtj4nQlwxXuicfEz9D9+Z2p+gvw9gKbCbrervLzcq7ahoaHV3hielJSUOPudymq1OrdXtXXX7uTXgnv8DP2vtn/zVW1CQ0P5+0KzwHvCOPj5nj5+ZwJc8Z4IHPwM/Y/fmZofrrTy0n/+8x+FhYV5tWzbtq1Orx0WFiZJzorwyUpLS53bq9q6a3fya8E9fob+V9u/+ZPb8PeF5oD3hHHw8z19/M4EuOI9ETj4GfofvzM1P1xp5aXevXtr6dKlXrWt6VJFb9pXXep4ssLCQsXExLi0LSgoqLGdJJe2qBk/Q/+r7d98ZGSk86xIdHS01q5dK4fD4XLmkb8vBBLeE8ZBRpw+fmcCXPGeCBz8DP2P35maH4pWXurUqZPGjRvnk9fu16+fgoKClJOTozFjxjjXl5eXa/PmzS7r4uPjtXbtWh05csRlAsCsrCzndnjGz9D/OnfurKioKOXk5FTblp2d7fJ3EB8fr8WLF+u7777T2Wef7VzP3xcCCe8J4yAjTh+/MwGueE8EDn6G/sfvTM0PtwcaQOvWrXXJJZdoxYoVOnr0qHP98uXLVVxcrLS0NOe61NRU2Ww2LVq0yLmurKxMS5cuVVJSkrp06dKoY2+K+Bkaw+jRo7V69WqXRwN/8skn2r59u8u/+auvvlrBwcFasGCBc53D4dC//vUvde7cWYMHD27UcQO+wnvCGMgIY+N3JsAV74nGxc/QGPidqXnhSisfmz17tiTp22+/lXQiQD777DNJ0kMPPeRs9/jjj2vw4MEaOnSoJk2apPz8fM2dO1cjR47UZZdd5myXlJSktLQ0zZgxQ0VFRerRo4defPFF7d69W0uWLGnEI2u6+Bn63j/+8Q8dOnTI+USOd999V/n5+ZKkO++8U61bt9bMmTO1atUqJScn6+6771ZxcbHS09PVv39/jR8/3vlasbGxuueee5Senq6KigolJCTorbfe0vr16/Xyyy/LYrH45RiBuuA90XSQEf7D70yAK94TxsPP0Pf4nQnVOOBTktwup1q/fr1j8ODBDqvV6oiKinLcfvvtjiNHjlRrV1JS4pg6daqjU6dOjtDQUEdCQoLj3//+d2McTsDgZ+hbZ5xxhtt/9z/++KOz3TfffOMYOXKkIzw83NGmTRvHjTfe6Pj555+rvZ7NZnPMmTPHccYZZzhCQkIcffv2daxYsaIRjwg4PbwnmhYywj/4nQlwxXvCmPgZ+ha/M+FUJofD4fBhTQwAAAAAAACoM+a0AgAAAAAAgOFQtAIAAAAAAIDhULQCAAAAAACA4VC0AgAAAAAAgOFQtAIAAAAAAIDhULQCAAAAAACA4VC0AgAAAAAAgOFQtAIAAAAAAIDhULQCAAAAAACA4VC0AgAAAAAAgOFQtAIAAAAAAIDhULQCAAAAAACA4VC0AgAAAAAAgOFQtAIAAAAAAIDhULQCAAAAAACA4VC0AgAAAAAAgOFQtAIAAAAAAIDhULQCAAAAAACA4VC0AgAAAAAAgOFQtAIAAAAAAIDhULQCAAAAAACA4VC0AgAAAAAAgOH8f1dm/RtWFAUDAAAAAElFTkSuQmCC",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "3.39481138183358\n"
+ ]
+ }
+ ],
+ "source": [
+ "for k in (\"amplitude\", \"phase\", \"het_strain_from_dspacing\", \"lattice_parameter\"):\n",
+ " plot_params.update(cdiutils.plot.get_plot_configs(k))\n",
+ " plot_params[\"vmin\"], plot_params[\"vmax\"] = None, None\n",
+ " cdiutils.plot.plot_volume_slices(struct_properties[k], **plot_params)\n",
+ "\n",
+ "print(np.nanmean(struct_properties[\"lattice_parameter\"]))"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.12"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/tests/post_processing.ipynb b/examples/facets/tests/post_processing.ipynb
new file mode 100644
index 00000000..f362d668
--- /dev/null
+++ b/examples/facets/tests/post_processing.ipynb
@@ -0,0 +1,1256 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "7edbaf4c-13f1-4167-80c0-2ab7851d1b52",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import functools\n",
+ "import pyopencl as cl\n",
+ "from pynx.scattering import fhkl as fhkl_module # Get a handle to the module\n",
+ "from pynx.scattering.fhkl import Fhkl_thread as original_Fhkl_thread\n",
+ "\n",
+ "# -- Step 1: Helper function to find the best GPU --\n",
+ "def find_best_gpu():\n",
+ " \"\"\"Finds the first available OpenCL GPU and returns its platform and device names.\"\"\"\n",
+ " for platform in cl.get_platforms():\n",
+ " # Avoid the CPU-based Intel OpenCL platform if possible\n",
+ " if 'intel' in platform.name.lower():\n",
+ " continue\n",
+ " try:\n",
+ " gpu_devices = platform.get_devices(device_type=cl.device_type.GPU)\n",
+ " if gpu_devices:\n",
+ " # Found a platform with a GPU, return its info\n",
+ " return platform.name, gpu_devices[0].name\n",
+ " except cl.Error:\n",
+ " continue\n",
+ " raise RuntimeError(\"Monkey-patch could not find a suitable OpenCL GPU.\")\n",
+ "\n",
+ "# -- Step 2: Create the wrapper function --\n",
+ "# Use a simple class to store the discovered names so we only search once.\n",
+ "class GpuInfo:\n",
+ " platform_name = None\n",
+ " gpu_name = None\n",
+ "\n",
+ "@functools.wraps(original_Fhkl_thread)\n",
+ "def patched_Fhkl_thread(*args, **kwargs):\n",
+ " \"\"\"\n",
+ " Wrapper for Fhkl_thread that automatically discovers and sets\n",
+ " the best cl_platform and gpu_name if they are not provided.\n",
+ " \"\"\"\n",
+ " # Discover GPU info only on the first call\n",
+ " if GpuInfo.platform_name is None:\n",
+ " print(\"Monkey-patch: Discovering best GPU for Fhkl_thread...\")\n",
+ " GpuInfo.platform_name, GpuInfo.gpu_name = find_best_gpu()\n",
+ " print(f\"Monkey-patch: Defaulting to '{GpuInfo.gpu_name}' on platform '{GpuInfo.platform_name}'\")\n",
+ "\n",
+ " # Set our defaults, but allow the user to override them\n",
+ " kwargs.setdefault('language', 'OpenCL')\n",
+ " kwargs.setdefault('cl_platform', GpuInfo.platform_name)\n",
+ " kwargs.setdefault('gpu_name', GpuInfo.gpu_name)\n",
+ " \n",
+ " # Call the original function with the (potentially modified) arguments\n",
+ " return original_Fhkl_thread(*args, **kwargs)\n",
+ "\n",
+ "# -- Step 3: Apply the patch --\n",
+ "fhkl_module.Fhkl_thread = patched_Fhkl_thread"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "d5103bcc-0c56-4818-9c15-5bcdce5a23c2",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Applying comprehensive monkey patch to pynx.scattering.fhkl (v3)...\n",
+ "✅ OpenCL backend patched.\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "import pynx.scattering.fhkl\n",
+ "import time\n",
+ "\n",
+ "# Safely import the required GPU libraries, mirroring how pynx does it.\n",
+ "try:\n",
+ " import pycuda.driver as drv\n",
+ " import pycuda.compiler as compiler\n",
+ "except ImportError:\n",
+ " drv, compiler = None, None\n",
+ "\n",
+ "try:\n",
+ " import pyopencl as cl\n",
+ "except ImportError:\n",
+ " cl = None\n",
+ "\n",
+ "print(\"Applying comprehensive monkey patch to pynx.scattering.fhkl (v3)...\")\n",
+ "\n",
+ "# ==============================================================================\n",
+ "# ===== 1. DEFINE THE PATCH FOR THE OpenCLThread_Fhkl.run METHOD =============\n",
+ "# ==============================================================================\n",
+ "def patched_opencl_run(self):\n",
+ " # This is a patched version of the original OpenCL run method.\n",
+ " try_ctx = 5\n",
+ " while try_ctx > 0:\n",
+ " try:\n",
+ " ctx = cl.Context([self.dev])\n",
+ " try_ctx = 0\n",
+ " except Exception as e:\n",
+ " try_ctx -= 1\n",
+ " print(f\"Retrying OpenCL context init... {e}\")\n",
+ " time.sleep(0.1 * (5 - try_ctx))\n",
+ " queue = cl.CommandQueue(ctx)\n",
+ " mf = cl.mem_flags\n",
+ " CL_fhkl = None\n",
+ " \n",
+ " # CRITICAL FIX: Restore the original, smaller block size.\n",
+ " # This re-enables pynx's necessary safety chunking for large q-grids.\n",
+ " self.block_size = 64\n",
+ " if self.dev.max_work_group_size < self.block_size:\n",
+ " self.block_size = self.dev.max_work_group_size\n",
+ " \n",
+ " kernel_params = {\"block_size\": self.block_size}\n",
+ " options = \"-cl-mad-enable -cl-fast-relaxed-math\"\n",
+ " self.context_init = True\n",
+ "\n",
+ " while True:\n",
+ " self.eventStart.wait()\n",
+ " if self.join_flag: break\n",
+ " t0 = time.time()\n",
+ " natoms = self.x.size\n",
+ " nhkl = self.h.size\n",
+ " self.fhkl_real = np.zeros_like(self.h)\n",
+ " self.fhkl_imag = np.zeros_like(self.h)\n",
+ "\n",
+ " # Safe atom chunking logic (this part is correct)\n",
+ " step_atoms = (128 * 1024 * 1024) // (3 * self.x.itemsize)\n",
+ " step_atoms = (step_atoms // self.block_size) * self.block_size\n",
+ " if step_atoms <= 0:\n",
+ " step_atoms = self.block_size\n",
+ " steps_nbatoms = list(range(0, natoms, step_atoms))\n",
+ " \n",
+ " if len(steps_nbatoms) == 0 or steps_nbatoms[-1] != natoms:\n",
+ " steps_nbatoms.append(natoms)\n",
+ " \n",
+ " # This q-grid chunking now works correctly with the smaller block_size\n",
+ " steps_nhkl = list(range(0, nhkl, 65535 * self.block_size))\n",
+ " if len(steps_nhkl) == 0 or steps_nhkl[-1] != nhkl:\n",
+ " steps_nhkl.append(nhkl)\n",
+ "\n",
+ " # The rest of this is the original pynx logic for processing chunks\n",
+ " for j in range(1, len(steps_nhkl)):\n",
+ " h_chunk, k_chunk, l_chunk = self.h[steps_nhkl[j-1]:steps_nhkl[j]], self.k[steps_nhkl[j-1]:steps_nhkl[j]], self.l[steps_nhkl[j-1]:steps_nhkl[j]]\n",
+ " fhkl_real_ = cl.Buffer(ctx, mf.READ_WRITE | mf.COPY_HOST_PTR, hostbuf=np.zeros_like(h_chunk, dtype=np.float32))\n",
+ " fhkl_imag_ = cl.Buffer(ctx, mf.READ_WRITE | mf.COPY_HOST_PTR, hostbuf=np.zeros_like(h_chunk, dtype=np.float32))\n",
+ " h_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=h_chunk.astype(np.float32))\n",
+ " k_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=k_chunk.astype(np.float32))\n",
+ " l_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=l_chunk.astype(np.float32))\n",
+ " \n",
+ " for i in range(1, len(steps_nbatoms)):\n",
+ " tmpx, tmpy, tmpz = self.x[steps_nbatoms[i-1]:steps_nbatoms[i]], self.y[steps_nbatoms[i-1]:steps_nbatoms[i]], self.z[steps_nbatoms[i-1]:steps_nbatoms[i]]\n",
+ " x_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=tmpx.astype(np.float32))\n",
+ " y_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=tmpy.astype(np.float32))\n",
+ " z_ = cl.Buffer(ctx, mf.READ_ONLY | mf.COPY_HOST_PTR, hostbuf=tmpz.astype(np.float32))\n",
+ " if self.occ is None and self.vkzi is None:\n",
+ " if CL_fhkl is None: CL_fhkl = cl.Program(ctx, pynx.scattering.fhkl.CL_FHKL_CODE % kernel_params).build(options=options)\n",
+ " CL_fhkl.Fhkl(queue, (h_chunk.size, 1), (self.block_size, 1), fhkl_real_, fhkl_imag_, x_, y_, z_, np.int64(tmpx.size), h_, k_, l_).wait()\n",
+ " else: raise NotImplementedError(\"Patched Fhkl only supports the simple case.\")\n",
+ " \n",
+ " cl.enqueue_copy(queue, self.fhkl_real[steps_nhkl[j-1]:steps_nhkl[j]], fhkl_real_).wait()\n",
+ " cl.enqueue_copy(queue, self.fhkl_imag[steps_nhkl[j-1]:steps_nhkl[j]], fhkl_imag_).wait()\n",
+ " \n",
+ " self.dt = time.time() - t0\n",
+ " self.eventStart.clear()\n",
+ " self.eventFinished.set()\n",
+ "\n",
+ "# ==============================================================================\n",
+ "# ===== 2. DEFINE THE PATCH FOR THE CUDAThread_Fhkl.run METHOD ===============\n",
+ "# ==============================================================================\n",
+ "def patched_cuda_run(self):\n",
+ " # This is a patched version of the original CUDA run method.\n",
+ " dev = drv.Device(self.devID)\n",
+ " ctx = dev.make_context()\n",
+ " CUDA_fhkl = None\n",
+ " # CUDA can benefit from the larger block size\n",
+ " self.block_size = 256\n",
+ " self.context_init = True\n",
+ "\n",
+ " while True:\n",
+ " self.eventStart.wait()\n",
+ " if self.join_flag: break\n",
+ " t0 = time.time()\n",
+ " natoms = self.x.size\n",
+ " nhkl = self.h.size\n",
+ " self.fhkl_real = np.zeros_like(self.h, dtype=np.float32)\n",
+ " self.fhkl_imag = np.zeros_like(self.h, dtype=np.float32)\n",
+ "\n",
+ " # Safe atom chunking logic\n",
+ " step_atoms = (128 * 1024 * 1024) // (3 * self.x.itemsize)\n",
+ " step_atoms = (step_atoms // self.block_size) * self.block_size\n",
+ " if step_atoms <= 0:\n",
+ " step_atoms = self.block_size\n",
+ " steps_nbatoms = list(range(0, natoms, step_atoms))\n",
+ " \n",
+ " if len(steps_nbatoms) == 0 or steps_nbatoms[-1] != natoms:\n",
+ " steps_nbatoms.append(natoms)\n",
+ " \n",
+ " # CUDA backend has a larger limit for q-grid size\n",
+ " steps_nhkl = list(range(0, nhkl, (2**31 - 1) * self.block_size))\n",
+ " if len(steps_nhkl) == 0 or steps_nhkl[-1] != nhkl:\n",
+ " steps_nhkl.append(nhkl)\n",
+ "\n",
+ " # The rest of this is the original pynx logic for processing chunks\n",
+ " for j in range(1, len(steps_nhkl)):\n",
+ " h_chunk, k_chunk, l_chunk = self.h[steps_nhkl[j - 1]:steps_nhkl[j]], self.k[steps_nhkl[j - 1]:steps_nhkl[j]], self.l[steps_nhkl[j - 1]:steps_nhkl[j]]\n",
+ " fhkl_real_chunk = self.fhkl_real[steps_nhkl[j-1]:steps_nhkl[j]]\n",
+ " fhkl_imag_chunk = self.fhkl_imag[steps_nhkl[j-1]:steps_nhkl[j]]\n",
+ "\n",
+ " for i in range(1, len(steps_nbatoms)):\n",
+ " tmpx, tmpy, tmpz = self.x[steps_nbatoms[i - 1]:steps_nbatoms[i]], self.y[steps_nbatoms[i - 1]:steps_nbatoms[i]], self.z[steps_nbatoms[i - 1]:steps_nbatoms[i]]\n",
+ " if self.occ is None and self.vkzi is None:\n",
+ " if CUDA_fhkl is None:\n",
+ " mod_fhkl = compiler.SourceModule(pynx.scattering.fhkl.mod_fhkl_str % (self.block_size), options=[\"-use_fast_math\"])\n",
+ " CUDA_fhkl = mod_fhkl.get_function(\"CUDA_fhkl\")\n",
+ " CUDA_fhkl(drv.InOut(fhkl_real_chunk), drv.InOut(fhkl_imag_chunk),\n",
+ " drv.In(tmpx.astype(np.float32)), drv.In(tmpy.astype(np.float32)), drv.In(tmpz.astype(np.float32)),\n",
+ " np.int64(tmpx.size),\n",
+ " drv.In(h_chunk.astype(np.float32)), drv.In(k_chunk.astype(np.float32)), dr.In(l_chunk.astype(np.float32)),\n",
+ " block=(self.block_size, 1, 1), grid=((h_chunk.size) // self.block_size, 1))\n",
+ " else: raise NotImplementedError(\"Patched Fhkl only supports the simple case.\")\n",
+ " \n",
+ " self.dt = time.time() - t0\n",
+ " self.eventStart.clear()\n",
+ " self.eventFinished.set()\n",
+ " ctx.pop()\n",
+ "\n",
+ "# ==============================================================================\n",
+ "# ===== 3. APPLY THE PATCHES ===================================================\n",
+ "# ==============================================================================\n",
+ "if cl is not None:\n",
+ " pynx.scattering.fhkl.OpenCLThread_Fhkl.run = patched_opencl_run\n",
+ " print(\"✅ OpenCL backend patched.\")\n",
+ "if drv is not None and compiler is not None:\n",
+ " pynx.scattering.fhkl.CUDAThread_Fhkl.run = patched_cuda_run\n",
+ " print(\"✅ CUDA backend patched.\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "2a3b235d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "from scipy.spatial.transform import Rotation\n",
+ "from scipy.fft import fftn, ifftshift, fftshift\n",
+ "\n",
+ "from pynx.scattering.fhkl import Fhkl_thread\n",
+ "\n",
+ "import cdiutils\n",
+ "cdiutils.update_plot_params()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "81a0507f",
+ "metadata": {},
+ "source": [
+ "#### We need to add all the functions related to simulations in `cdiutils.simulations` submodule"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "id": "f916eea7-ab5d-440c-9fd4-98126a8906ec",
+ "metadata": {},
+ "source": [
+ "def read_lammps_positions(\n",
+ " file_path: str,\n",
+ " separate_atoms: bool = False,\n",
+ " centre: bool =True\n",
+ ") -> np.ndarray | dict:\n",
+ " \"\"\"\n",
+ " Reads atom positions from a LAMMPS .xyz or .lmp (dump) file.\n",
+ "\n",
+ " Args:\n",
+ " file_path (str): path to the input file.\n",
+ " separate_atoms (bool, optional): if True, separates positions by\n",
+ " atom type. If False, returns all positions in one array.\n",
+ " Defaults to False.\n",
+ "\n",
+ " Returns:\n",
+ " dict or np.ndarray:\n",
+ " - If separate_atoms=True, returns a dictionary {atom_type:\n",
+ " positions_array}.\n",
+ " - If separate_atoms=False, returns a single array of all\n",
+ " positions.\n",
+ "\n",
+ " Raises:\n",
+ " ValueError: if the file type cannot be detected or the file\n",
+ " cannot be parsed.\n",
+ " \"\"\"\n",
+ " # initialise storage for positions and atom types\n",
+ " positions = []\n",
+ " atom_types = []\n",
+ "\n",
+ " with open(file_path, 'r') as file:\n",
+ " if file_path.endswith(\"xyz\"):\n",
+ " # Parse .xyz file\n",
+ " file.readline() # nb of atoms\n",
+ " file.readline() # comment line\n",
+ " \n",
+ " # parse atom positions\n",
+ " for line in file:\n",
+ " split_line = line.strip().split()\n",
+ " atom_type = split_line[0] # Atom type is the first column\n",
+ " position = list(map(float, split_line[1:4])) # x, y, z pos\n",
+ " atom_types.append(atom_type)\n",
+ " positions.append(position)\n",
+ "\n",
+ " elif file_path.endswith(\"lmp\"):\n",
+ " pass\n",
+ "\n",
+ " # convert to arrays\n",
+ " positions = np.array(positions)\n",
+ "\n",
+ " # Atom should centred with respect to the centroid of ALL atoms\n",
+ " if centre:\n",
+ " positions -= np.mean(positions, axis=0, keepdims=True)\n",
+ "\n",
+ " if separate_atoms:\n",
+ " # group positions by atom type\n",
+ " separated_positions = {atom_type: [] for atom_type in atom_types}\n",
+ " for atom_type, position in zip(atom_types, positions):\n",
+ " separated_positions[atom_type].append(position)\n",
+ "\n",
+ " # convert lists to arrays\n",
+ " for atom_type in separated_positions:\n",
+ " separated_positions[atom_type] = np.array(\n",
+ " separated_positions[atom_type]\n",
+ " ).T\n",
+ " # print(np.mean(separated_positions[atom_type], axis=1))\n",
+ " # separated_positions[atom_type] -= np.mean(\n",
+ " # separated_positions[atom_type], axis=1, keepdims=True\n",
+ " # )\n",
+ "\n",
+ " return dict(separated_positions)\n",
+ " else:\n",
+ " # return all positions in a single array\n",
+ " return positions.T\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "5d829bed-49f6-4101-8a29-3cb7cb9fd1c7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# 12x faster\n",
+ "import polars as pl\n",
+ "import numpy as np\n",
+ "\n",
+ "def read_lammps_positions_polars(\n",
+ " file_path: str,\n",
+ " separate_atoms: bool = False,\n",
+ " centre: bool = True\n",
+ ") -> np.ndarray | dict:\n",
+ " \"\"\"\n",
+ " Reads atom positions from a LAMMPS .xyz file using the high-performance\n",
+ " Polars library. This version returns float64 data as a workaround for\n",
+ " potential downstream library bugs.\n",
+ " \"\"\"\n",
+ " # Or Float32 to save memory, as PyNX only works with that anyway.\n",
+ " schema_overrides = {\n",
+ " 'atom_type': pl.Categorical,\n",
+ " 'x': pl.Float32,\n",
+ " 'y': pl.Float32,\n",
+ " 'z': pl.Float32,\n",
+ " }\n",
+ "\n",
+ " lf = pl.scan_csv(\n",
+ " file_path,\n",
+ " skip_rows=2,\n",
+ " separator=\" \",\n",
+ " has_header=False,\n",
+ " new_columns=['atom_type', 'x', 'y', 'z'],\n",
+ " schema_overrides=schema_overrides\n",
+ " )\n",
+ "\n",
+ " if centre:\n",
+ " lf = lf.with_columns(\n",
+ " (pl.col(['x', 'y', 'z']) - pl.col(['x', 'y', 'z']).mean())\n",
+ " )\n",
+ "\n",
+ " df = lf.collect(engine='streaming')\n",
+ "\n",
+ " if separate_atoms:\n",
+ " partitioned_dfs = df.partition_by('atom_type', as_dict=True)\n",
+ " return {\n",
+ " atom_type: data.select(['x', 'y', 'z']).to_numpy().T\n",
+ " for atom_type, data in partitioned_dfs.items()\n",
+ " }\n",
+ " else:\n",
+ " return df.select(['x', 'y', 'z']).to_numpy().T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "85dcda92",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "path = (\n",
+ " #\"Pt_minimized.xyz\"\n",
+ " #\"/data/id01/inhouse/polack/shared/for_clement/exp_minimized.xyz\"\n",
+ " '/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div10_oriented_v2.5/NP_Pt_nanosculpt_div10_oriented_v2.5_minimized.xyz'\n",
+ " #'/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div1/NP_Pt_nanosculpt_div1_minimized.xyz'\n",
+ ")\n",
+ "\n",
+ "#positions = read_lammps_positions(path, centre=True)\n",
+ "\n",
+ "#print(f\"Shape: {positions.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "228d7a72-5563-4cdb-b59a-9c2898fd181f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Shape: (3, 211794)\n"
+ ]
+ }
+ ],
+ "source": [
+ "#%%timeit -n 1 -r 1\n",
+ "\n",
+ "positions = read_lammps_positions_polars(path, centre=True)\n",
+ "print(f\"Shape: {positions.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "25bde7cc",
+ "metadata": {},
+ "source": [
+ "A simple sanity check"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "id": "19041c69-a26e-42b3-af3b-6d072bae127e",
+ "metadata": {},
+ "source": [
+ "fig, ax = plt.subplots(1, 1, subplot_kw={\"projection\": \"3d\"}, layout=\"tight\")\n",
+ "\n",
+ "# scatter plot of the positions\n",
+ "scatter_params = {\n",
+ " \"s\": 1.5, \n",
+ " \"antialiased\": False, \"depthshade\": True, \"alpha\": 0.2,\n",
+ " \"edgecolor\": \"k\", \"linewidth\": 0.01, \"c\": \"teal\"\n",
+ "}\n",
+ "ax.scatter(*positions, **scatter_params)\n",
+ "ax.set_xlabel(\"$x$\"); ax.set_ylabel(\"$y$\"); ax.set_zlabel(\"$z$\");\n",
+ "ax.set_xlim([-200, 200])\n",
+ "ax.set_ylim([-200, 200])\n",
+ "ax.set_zlim([-200, 200])\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d9c7e815",
+ "metadata": {},
+ "source": [
+ "#### Some parameters\n",
+ "- Here we are going to simulate an X-ray scattering experiment. For that we need to define where we are going to look at in the reciprocal space. Therefore, we need:\n",
+ " * a Bragg reflection (`hkl`)\n",
+ " * a lattice parameter\n",
+ "\n",
+ "- We also need to specify how fine we want our reciprocal space grid to be. This is basically defined by:\n",
+ " * the number of steps (`step_nb`), the higher the better the resolution, oversampling\n",
+ " * the reciprocal space resolution (`dq`)\n",
+ " * the lattice parameter"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "234e0288",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#hkl = [1, 1, 1]\n",
+ "hkl = [0, 2, 0]\n",
+ "original_vector = np.array(hkl) / np.linalg.norm(hkl)\n",
+ "target_vector = np.array([0, 0, 1], dtype=float)\n",
+ "target_vector /= np.linalg.norm(target_vector)\n",
+ "\n",
+ "rotation_axis = np.cross(original_vector, target_vector)\n",
+ "rotation_axis /= np.linalg.norm(rotation_axis)\n",
+ "angle = np.arccos(np.dot(original_vector, target_vector)) \n",
+ "\n",
+ "rotation = Rotation.from_rotvec(angle * rotation_axis)\n",
+ "rotated_hkl = rotation.apply(np.column_stack(hkl))\n",
+ "\n",
+ "# extract rotated x, y, z arrays\n",
+ "rotated_hkl = rotated_hkl.T"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "1af6a761-d90d-4cfe-9b89-7db013cf1742",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "os.environ['PYOPENCL_COMPILER_OUTPUT'] = '1'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "05b0840f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Starting scattering computation for 211794 atoms...\n",
+ "Monkey-patch: Discovering best GPU for Fhkl_thread...\n",
+ "Monkey-patch: Defaulting to 'NVIDIA A40' on platform 'NVIDIA CUDA'\n",
+ "Fhkl_thread: init gputhreads with GPU=, language=,cl_platform=NVIDIA CUDA\n",
+ "NVIDIA A40\n",
+ "Thread Thread-5: finished __init__\n",
+ "Starting thread:Thread-5\n",
+ "Initialized 1 PyNX threads for: (language= , NVIDIA CUDA), actual=OpenCL (NVIDIA CUDA):NVIDIA A40)\n",
+ "Thread # 0 [0, 211794]\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_3582321/928642019.py:87: RepeatedKernelRetrieval: Kernel 'Fhkl' has been retrieved more than once. Each retrieval creates a new, independent kernel, at possibly considerable expense. To avoid the expense, reuse the retrieved kernel instance. To avoid this warning, use cl.Kernel(prg, name).\n",
+ " CL_fhkl.Fhkl(queue, (h_chunk.size, 1), (self.block_size, 1), fhkl_real_, fhkl_imag_, x_, y_, z_, np.int64(tmpx.size), h_, k_, l_).wait()\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Thread #0, dt=1.71045\n",
+ "✅ Scattering computation finished in 1.76 seconds.\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Elapsed time for the scattering computation: 1.7619287967681885 s\n",
+ "Spatial resolution in the direct space: 0.7839195979899498 0.7839195979899498 0.7839195979899496 nm\n"
+ ]
+ }
+ ],
+ "source": [
+ "lattice_parameter = 3.9\n",
+ "d_spacing = lattice_parameter / np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)\n",
+ "\n",
+ "step_nb = 800\n",
+ "step_nb = 400\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "\n",
+ "q_size = (200, 200, 200)\n",
+ "\n",
+ "# Let us build the reciprocal space grid\n",
+ "q_ranges = []\n",
+ "for i in range(3):\n",
+ " q_ranges.append(\n",
+ " (rotated_hkl[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i])\n",
+ " / lattice_parameter\n",
+ " )\n",
+ "q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ "print(f\"\\nStarting scattering computation for {positions.shape[1]} atoms...\")\n",
+ "scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid,\n",
+ " *positions,\n",
+ " occ=None,\n",
+ " gpu_name=\"\",\n",
+ " language=\"\",\n",
+ " verbose=True,\n",
+ ")\n",
+ "print(f\"✅ Scattering computation finished in {dt:.2f} seconds.\")\n",
+ "\n",
+ "diffraction_pattern = np.abs(scattered_amp)**2\n",
+ "\n",
+ "cdiutils.plot.plot_volume_slices(\n",
+ " diffraction_pattern,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in q_grid],\n",
+ " convention=\"xu\",\n",
+ ")\n",
+ "\n",
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(q_grid[0]) * .1, 1 / np.ptp(q_grid[1]) * .1, 1 / np.ptp(q_grid[2]) * .1, \"nm\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "4ed48571",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from scipy.ndimage import center_of_mass\n",
+ "from pynx.scattering import Fhkl_thread\n",
+ "\n",
+ "# The new, fast center-of-mass function from above\n",
+ "def find_bragg_peak_centre_fast(diffraction_pattern: np.ndarray, q_grid: tuple) -> tuple:\n",
+ " threshold = diffraction_pattern.max() * 0.1\n",
+ " mask = diffraction_pattern > threshold\n",
+ " indices_com = center_of_mass(diffraction_pattern, labels=mask)\n",
+ " qx, qy, qz = q_grid\n",
+ " # Map indices to q-space coordinates. Note the careful indexing.\n",
+ " q_com = (\n",
+ " qx[int(round(indices_com[0])), 0, 0],\n",
+ " qy[0, int(round(indices_com[1])), 0],\n",
+ " qz[0, 0, int(round(indices_com[2]))]\n",
+ " )\n",
+ " return q_com\n",
+ "\n",
+ "def find_bragg_peak_centre(\n",
+ " diffraction_pattern: np.ndarray,\n",
+ " q_grid: tuple,\n",
+ " search_radius: float = 0.1\n",
+ ") -> tuple:\n",
+ " \"\"\"\n",
+ " Find the center of mass of the Bragg peak in reciprocal space.\n",
+ "\n",
+ " Args:\n",
+ " diffraction_pattern: 3D diffraction pattern\n",
+ " q_grid: tuple of 3D q-coordinate grids (qx, qy, qz)\n",
+ " search_radius: fraction of the pattern to consider for\n",
+ " centre of mass\n",
+ "\n",
+ " Returns:\n",
+ " tuple: (qx_center, qy_center, qz_center) of the peak\n",
+ " \"\"\"\n",
+ " total_intensity = np.sum(diffraction_pattern)\n",
+ " q_com = []\n",
+ " for q in q_grid:\n",
+ " q_com.append(np.sum((diffraction_pattern * q)) / total_intensity)\n",
+ " return tuple(q_com)\n",
+ "\n",
+ "def refine_q_grid(\n",
+ " positions: tuple,\n",
+ " hkl: np.ndarray,\n",
+ " lattice_parameter_guess: float,\n",
+ " q_size: tuple = (200, 200, 200),\n",
+ " step_nb: int = 400,\n",
+ " max_iterations: int = 5,\n",
+ " convert_to_angstrom: bool = True\n",
+ "):\n",
+ " \"\"\"\n",
+ " Iteratively refine the q-grid to center the Bragg peak.\n",
+ "\n",
+ " Args:\n",
+ " positions: atomic positions\n",
+ " hkl: Miller indices\n",
+ " lattice_parameter_guess: initial lattice parameter guess in\n",
+ " meters. Will be converted to Angstrom if convert_to_angstrom is True.\n",
+ " convert_to_angstrom: if True, converts lattice parameter to Angstrom\n",
+ " q_size: size of q-grid\n",
+ " step_nb: number of steps for dq calculation\n",
+ " max_iterations: maximum refinement iterations\n",
+ "\n",
+ " Returns:\n",
+ " tuple: (\n",
+ " refined_q_grid, scattered_amp, refined_lattice_parameter\n",
+ " )\n",
+ " \"\"\"\n",
+ " unit = \"m\"\n",
+ " rcp_space_unit = \"1/m\"\n",
+ " if convert_to_angstrom:\n",
+ " lattice_parameter_guess *= 1e10\n",
+ " unit = \"angstrom\"\n",
+ " rcp_space_unit = \"1/angstrom\"\n",
+ "\n",
+ " current_lattice = lattice_parameter_guess\n",
+ " current_center = hkl / current_lattice\n",
+ "\n",
+ " for iteration in range(max_iterations):\n",
+ " print(f\"Refinement iteration {iteration + 1}/{max_iterations}\")\n",
+ "\n",
+ " # build q-grid around current center\n",
+ " dq = np.array([1, 1, 1]) / step_nb\n",
+ " q_ranges = [current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i] for i in range(3)]\n",
+ " q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ " # calculate the kinematic scattering (already optimized by the patch)\n",
+ " scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid, *positions, occ=None, language='', gpu_name=''\n",
+ " )\n",
+ " diffraction_pattern = np.abs(scattered_amp) ** 2\n",
+ "\n",
+ " # find the actual peak center using the FAST function\n",
+ " peak_center = find_bragg_peak_centre_fast(diffraction_pattern, q_grid)\n",
+ " \n",
+ " # update center for next iteration\n",
+ " shift_magnitude = np.linalg.norm(np.array(peak_center) - current_center)\n",
+ " current_center = np.array(peak_center)\n",
+ "\n",
+ " # refine lattice parameter\n",
+ " q_magnitude = np.linalg.norm(peak_center)\n",
+ " theoretical_q = np.linalg.norm(hkl) / current_lattice\n",
+ " lattice_correction = theoretical_q / q_magnitude\n",
+ " current_lattice *= lattice_correction\n",
+ " \n",
+ " print(f\" Found peak center at: {peak_center}\")\n",
+ " print(f\" Refined lattice parameter: {current_lattice:.5f} {unit}\")\n",
+ " print(f\" Shift magnitude: {shift_magnitude:.6f} {rcp_space_unit}\")\n",
+ " print(\"-\" * 50)\n",
+ "\n",
+ " # check convergence\n",
+ " if shift_magnitude < (dq[0] / 2): # Converged if shift is less than half a pixel\n",
+ " print(\"Converged!\")\n",
+ " break\n",
+ "\n",
+ " return q_grid, scattered_amp, current_lattice\n",
+ "\n",
+ "def refine_q_grid_fast(\n",
+ " positions: tuple,\n",
+ " hkl: np.ndarray,\n",
+ " lattice_parameter_guess: float,\n",
+ " q_size: tuple = (200, 200, 200),\n",
+ " step_nb: int = 400,\n",
+ " max_iterations: int = 5,\n",
+ " coarse_q_size: tuple = (32, 32, 32) # New parameter for the fast search\n",
+ "):\n",
+ " \"\"\"\n",
+ " Iteratively refines the q-grid using a coarse-to-fine strategy for speed.\n",
+ " \"\"\"\n",
+ " # ... (initial setup is the same)\n",
+ " lattice_parameter = lattice_parameter_guess * 1e10\n",
+ " current_center = hkl / lattice_parameter\n",
+ "\n",
+ " # =========================================================================\n",
+ " # STAGE 1: COARSE SEARCH to find the approximate peak center quickly\n",
+ " # =========================================================================\n",
+ " print(\"--- STAGE 1: Coarse Search ---\")\n",
+ " print(f\"Using small grid ({coarse_q_size}) to find approximate peak...\")\n",
+ " \n",
+ " # Use a larger step size for the coarse search\n",
+ " coarse_dq = np.array([1, 1, 1]) / (step_nb / (q_size[0]/coarse_q_size[0]))\n",
+ " q_ranges_coarse = [current_center[i] + (np.arange(coarse_q_size[i]) - (coarse_q_size[i] / 2)) * coarse_dq[i] for i in range(3)]\n",
+ " q_grid_coarse = np.meshgrid(*q_ranges_coarse, indexing=\"ij\")\n",
+ "\n",
+ " scattered_amp_coarse, dt = Fhkl_thread(\n",
+ " *q_grid_coarse, *positions, occ=None, language='', gpu_name=''\n",
+ " )\n",
+ " print(f\"Coarse search finished in {dt:.2f} seconds.\")\n",
+ "\n",
+ " diffraction_pattern_coarse = np.abs(scattered_amp_coarse) ** 2\n",
+ " \n",
+ " # Get the new, more accurate center from this fast search\n",
+ " current_center = np.array(find_bragg_peak_centre_fast(diffraction_pattern_coarse, q_grid_coarse))\n",
+ " print(f\"Found approximate peak center at: {current_center}\")\n",
+ " \n",
+ " # =========================================================================\n",
+ " # STAGE 2: FINE REFINEMENT using the full-resolution grid\n",
+ " # =========================================================================\n",
+ " print(\"\\n--- STAGE 2: Fine Refinement ---\")\n",
+ " \n",
+ " # This loop should now converge in just 1-2 iterations\n",
+ " for iteration in range(max_iterations):\n",
+ " print(f\"Fine refinement iteration {iteration + 1}/{max_iterations}\")\n",
+ "\n",
+ " # Build the full-resolution q-grid, now centered on the coarse result\n",
+ " dq = np.array([1, 1, 1]) / step_nb\n",
+ " q_ranges = [current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i] for i in range(3)]\n",
+ " q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ " scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid, *positions, occ=None, language='', gpu_name=''\n",
+ " )\n",
+ " print(f\" Fine calculation finished in {dt:.2f} seconds.\")\n",
+ " \n",
+ " diffraction_pattern = np.abs(scattered_amp) ** 2\n",
+ " peak_center = np.array(find_bragg_peak_centre_fast(diffraction_pattern, q_grid))\n",
+ " \n",
+ " shift_magnitude = np.linalg.norm(peak_center - current_center)\n",
+ " current_center = peak_center\n",
+ "\n",
+ " # Refine lattice parameter\n",
+ " q_magnitude = np.linalg.norm(peak_center)\n",
+ " theoretical_q = np.linalg.norm(hkl) / lattice_parameter\n",
+ " lattice_correction = theoretical_q / q_magnitude\n",
+ " lattice_parameter *= lattice_correction\n",
+ " \n",
+ " print(f\" Refined lattice parameter: {lattice_parameter:.5f} Angstrom\")\n",
+ " print(f\" Shift magnitude: {shift_magnitude:.6f} 1/Angstrom\")\n",
+ " print(\"-\" * 50)\n",
+ "\n",
+ " if shift_magnitude < (dq[0] / 2):\n",
+ " print(\"Converged!\")\n",
+ " break\n",
+ "\n",
+ " return q_grid, scattered_amp, lattice_parameter\n",
+ "\n",
+ "def refine_q_grid_final(\n",
+ " positions: np.ndarray,\n",
+ " hkl: np.ndarray,\n",
+ " lattice_parameter_guess: float,\n",
+ " q_size: tuple = (200, 200, 200),\n",
+ " step_nb: int = 400,\n",
+ " max_iterations: int = 5,\n",
+ " coarse_q_size: tuple = (32, 32, 32),\n",
+ " coarse_natoms: int = 2_000_000 # Number of atoms for the fast coarse search\n",
+ "):\n",
+ " \"\"\"\n",
+ " Refines the q-grid using atom downsampling for the coarse search and the\n",
+ " full dataset for the fine refinement.\n",
+ " \"\"\"\n",
+ " lattice_parameter = lattice_parameter_guess * 1e10\n",
+ " current_center = hkl / lattice_parameter\n",
+ "\n",
+ " # =========================================================================\n",
+ " # STAGE 1: COARSE SEARCH (Small Grid + Small Subset of Atoms)\n",
+ " # =========================================================================\n",
+ " print(\"--- STAGE 1: Coarse Search (using a subset of atoms) ---\")\n",
+ " \n",
+ " # 1. Create a small, random subset of atoms\n",
+ " total_atoms = positions.shape[1]\n",
+ " sample_indices = np.random.choice(total_atoms, min(total_atoms, coarse_natoms), replace=False)\n",
+ " positions_coarse = positions[:, sample_indices]\n",
+ " print(f\"Using {positions_coarse.shape[1]} random atoms for coarse search...\")\n",
+ " \n",
+ " # 2. Build the coarse q-grid\n",
+ " coarse_dq = np.array([1, 1, 1]) / (step_nb / (q_size[0] / coarse_q_size[0]))\n",
+ " q_ranges_coarse = [current_center[i] + (np.arange(coarse_q_size[i]) - (coarse_q_size[i] / 2)) * coarse_dq[i] for i in range(3)]\n",
+ " q_grid_coarse = [g.astype(np.float32) for g in np.meshgrid(*q_ranges_coarse, indexing=\"ij\")]\n",
+ "\n",
+ " # 3. Run the fast calculation\n",
+ " scattered_amp_coarse, dt = Fhkl_thread(\n",
+ " *q_grid_coarse, *positions_coarse, occ=None, language='', gpu_name='NVIDIA A40'\n",
+ " )\n",
+ " print(f\"Coarse search finished in {dt:.2f} seconds.\")\n",
+ "\n",
+ " diffraction_pattern_coarse = np.abs(scattered_amp_coarse)**2\n",
+ " current_center = np.array(find_bragg_peak_centre_fast(diffraction_pattern_coarse, q_grid_coarse))\n",
+ " print(f\"Found approximate peak center at: {current_center}\")\n",
+ " \n",
+ " # =========================================================================\n",
+ " # STAGE 2: FINE REFINEMENT (Full Grid + Full Dataset)\n",
+ " # =========================================================================\n",
+ " print(\"\\n--- STAGE 2: Fine Refinement (using all atoms) ---\")\n",
+ " \n",
+ " for iteration in range(max_iterations):\n",
+ " print(f\"Fine refinement iteration {iteration + 1}/{max_iterations}\")\n",
+ "\n",
+ " # Build the full-resolution q-grid, centered on the coarse result\n",
+ " dq = np.array([1, 1, 1]) / step_nb\n",
+ " q_ranges = [current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i] for i in range(3)]\n",
+ " q_grid = [g.astype(np.float32) for g in np.meshgrid(*q_ranges, indexing=\"ij\")]\n",
+ "\n",
+ " # Use the FULL positions array here\n",
+ " scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid, *positions, occ=None, language='', gpu_name='NVIDIA A40'\n",
+ " )\n",
+ " print(f\" Fine calculation finished in {dt:.2f} seconds.\")\n",
+ " \n",
+ " diffraction_pattern = np.abs(scattered_amp)**2\n",
+ " peak_center = np.array(find_bragg_peak_centre_fast(diffraction_pattern, q_grid))\n",
+ " \n",
+ " shift_magnitude = np.linalg.norm(peak_center - current_center)\n",
+ " current_center = peak_center\n",
+ "\n",
+ " q_magnitude = np.linalg.norm(peak_center)\n",
+ " theoretical_q = np.linalg.norm(hkl) / lattice_parameter\n",
+ " lattice_correction = theoretical_q / q_magnitude\n",
+ " lattice_parameter *= lattice_correction\n",
+ " \n",
+ " print(f\" Refined lattice parameter: {lattice_parameter:.5f} Angstrom\")\n",
+ " print(f\" Shift magnitude: {shift_magnitude:.6f} 1/Angstrom\")\n",
+ " print(\"-\" * 50)\n",
+ "\n",
+ " if shift_magnitude < (dq[0] / 2):\n",
+ " print(\"Converged!\")\n",
+ " break\n",
+ "\n",
+ " return q_grid, scattered_amp, lattice_parameter"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "d48ecec8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Refinement iteration 1/5\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/esrf/polack/polack/work/facets_workflow/examples/facets/.venv/lib/python3.13/site-packages/pyopencl/cache.py:420: CompilerWarning: From-source build succeeded, but resulted in non-empty logs:\n",
+ "Build on succeeded, but said:\n",
+ "\n",
+ "Compilation started\n",
+ "Compilation done\n",
+ "Linking started\n",
+ "Linking done\n",
+ "Device build started\n",
+ "Options used by backend compiler: -cl-mad-enable -cl-fast-relaxed-math -I /home/esrf/polack/polack/work/facets_workflow/examples/facets/.venv/lib/python3.13/site-packages/pyopencl/cl\n",
+ "Device build done\n",
+ "remark: :0:0: Kernel was 8-way vectorized6 gathers\n",
+ "remark: :0:0: loop not vectorized: call instruction cannot be vectorized\n",
+ "remark: :0:0: loop not vectorized: loop control flow is not understood by vectorizer\n",
+ "remark: :0:0: 241 instructions in function\n",
+ "remark: :0:0: 382 instructions in function\n",
+ "Kernel \"Fhkl\" was successfully vectorized (8)\n",
+ "Done.\n",
+ " prg.build(options_bytes, [devices[i] for i in to_be_built_indices])\n",
+ "/tmp/ipykernel_3582321/928642019.py:87: RepeatedKernelRetrieval: Kernel 'Fhkl' has been retrieved more than once. Each retrieval creates a new, independent kernel, at possibly considerable expense. To avoid the expense, reuse the retrieved kernel instance. To avoid this warning, use cl.Kernel(prg, name).\n",
+ " CL_fhkl.Fhkl(queue, (h_chunk.size, 1), (self.block_size, 1), fhkl_real_, fhkl_imag_, x_, y_, z_, np.int64(tmpx.size), h_, k_, l_).wait()\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " Found peak center at: (np.float64(0.0), np.float64(1.1328806373726087e-16), np.float64(0.512079081632653))\n",
+ " Refined lattice parameter: 3.90565 angstrom\n",
+ " Shift magnitude: 1.022287 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Refinement iteration 2/5\n",
+ " Found peak center at: (np.float64(0.0), np.float64(1.1328806373726087e-16), np.float64(0.512079081632653))\n",
+ " Refined lattice parameter: 3.90565 angstrom\n",
+ " Shift magnitude: 0.000000 1/angstrom\n",
+ "--------------------------------------------------\n",
+ "Converged!\n",
+ "Final refined lattice parameter: 3.9056\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "initial_lattice_guess = 3.92e-10 # Your initial guess\n",
+ "step_nb = 1600\n",
+ "q_size = (200, 200, 200)\n",
+ "\n",
+ "# Refine the q-grid\n",
+ "refined_q_grid, scattered_amp, refined_lattice = refine_q_grid(\n",
+ " positions, rotated_hkl, initial_lattice_guess, \n",
+ " q_size=q_size, \n",
+ " step_nb=step_nb, \n",
+ " max_iterations=5\n",
+ ")\n",
+ "\n",
+ "print(f\"Final refined lattice parameter: {refined_lattice:.4f}\")\n",
+ "\n",
+ "# Plot the refined result\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.abs(scattered_amp) ** 2,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in refined_q_grid],\n",
+ " convention=\"xu\",\n",
+ " show=False\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "a1d51ebc",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Elapsed time for the scattering computation: 1.7619287967681885 s\n",
+ "Spatial resolution in the direct space: 0.15712052587278047 0.15712052587278047 0.15712052587278047 nm\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid ) * .1, \"nm\"\n",
+ ")\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "6e4b52b8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "d-spacing and associated lattice parameter are: 1.9518508753700472 and 3.9037017507400944 A.\n"
+ ]
+ }
+ ],
+ "source": [
+ "q_com = find_bragg_peak_centre(\n",
+ " np.abs(scattered_amp)**2, refined_q_grid\n",
+ ")\n",
+ "d_spacing = 1 / np.linalg.norm(q_com)\n",
+ "print(\n",
+ " f\"d-spacing and associated lattice parameter are: {d_spacing} and \"\n",
+ " f\"{d_spacing * np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)} A.\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "1039c8cf",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ ""
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+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "voxel_size = tuple(1e-1 / np.ptp(q) for q in refined_q_grid) # in nm\n",
+ "obj = fftshift(fftn(ifftshift(np.conj(scattered_amp))))\n",
+ "\n",
+ "support = cdiutils.utils.make_support(np.abs(obj), isosurface=0.75)\n",
+ "plot_params = {\n",
+ " \"support\": support, \"convention\": \"xu\", \"voxel_size\": voxel_size,\n",
+ " \"data_centre\": (0, 0, 0), \"show\": True,\n",
+ "}\n",
+ "# cdiutils.plot.plot_volume_slices(np.abs(obj))\n",
+ "cdiutils.plot.plot_volume_slices(np.abs(obj), **plot_params)\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.angle(obj), cmap=\"cet_CET_C9s_r\", vmin=-np.pi, vmax=np.pi, **plot_params\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "0b781db1",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "amplitude\n",
+ "support\n",
+ "surface\n",
+ "phase\n",
+ "displacement\n",
+ "displacement_gradient\n",
+ "het_strain\n",
+ "het_strain_with_ramp\n",
+ "het_strain_from_dspacing\n",
+ "numpy_het_strain\n",
+ "dspacing\n",
+ "lattice_parameter\n",
+ "hkl\n",
+ "g_vector\n",
+ "voxel_size\n"
+ ]
+ }
+ ],
+ "source": [
+ "obj = cdiutils.process.PostProcessor.apodize(obj)\n",
+ "struct_properties = cdiutils.process.PostProcessor.get_structural_properties(\n",
+ " obj,\n",
+ " isosurface=0.65,\n",
+ " g_vector=tuple(q * (2*np.pi) for q in q_com),\n",
+ " hkl=[1, 1, 1],\n",
+ " voxel_size=voxel_size,\n",
+ " phase_factor=1\n",
+ ")\n",
+ "for k in struct_properties:\n",
+ " print(k)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "dca132c2",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "3.379849646499158\n"
+ ]
+ }
+ ],
+ "source": [
+ "for k in (\"amplitude\", \"phase\", \"het_strain_from_dspacing\", \"lattice_parameter\"):\n",
+ " plot_params.update(cdiutils.plot.get_plot_configs(k))\n",
+ " plot_params[\"vmin\"], plot_params[\"vmax\"] = None, None\n",
+ " cdiutils.plot.plot_volume_slices(struct_properties[k], **plot_params)\n",
+ "\n",
+ "print(np.nanmean(struct_properties[\"lattice_parameter\"]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7efd58d9-2692-4884-9abd-8b015ced4952",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.5"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/tests/post_processing2.ipynb b/examples/facets/tests/post_processing2.ipynb
new file mode 100644
index 00000000..ada2222d
--- /dev/null
+++ b/examples/facets/tests/post_processing2.ipynb
@@ -0,0 +1,600 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "7e61d0e7-88a0-4476-ad05-791294e879cf",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%store -r notebook_data\n",
+ "globals().update(notebook_data)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "2a3b235d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "from scipy.spatial.transform import Rotation\n",
+ "from scipy.fft import fftn, ifftshift, fftshift\n",
+ "\n",
+ "from pynx.scattering.fhkl import Fhkl_thread\n",
+ "\n",
+ "import cdiutils\n",
+ "cdiutils.update_plot_params()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "81a0507f",
+ "metadata": {},
+ "source": [
+ "#### We need to add all the functions related to simulations in `cdiutils.simulations` submodule"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "84af0cd0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def read_lammps_positions(\n",
+ " file_path: str,\n",
+ " separate_atoms: bool = False,\n",
+ " centre: bool =True\n",
+ ") -> np.ndarray | dict:\n",
+ " \"\"\"\n",
+ " Reads atom positions from a LAMMPS .xyz or .lmp (dump) file.\n",
+ "\n",
+ " Args:\n",
+ " file_path (str): path to the input file.\n",
+ " separate_atoms (bool, optional): if True, separates positions by\n",
+ " atom type. If False, returns all positions in one array.\n",
+ " Defaults to False.\n",
+ "\n",
+ " Returns:\n",
+ " dict or np.ndarray:\n",
+ " - If separate_atoms=True, returns a dictionary {atom_type:\n",
+ " positions_array}.\n",
+ " - If separate_atoms=False, returns a single array of all\n",
+ " positions.\n",
+ "\n",
+ " Raises:\n",
+ " ValueError: if the file type cannot be detected or the file\n",
+ " cannot be parsed.\n",
+ " \"\"\"\n",
+ " # initialise storage for positions and atom types\n",
+ " positions = []\n",
+ " atom_types = []\n",
+ "\n",
+ " with open(file_path, 'r') as file:\n",
+ " if file_path.endswith(\"xyz\"):\n",
+ " # Parse .xyz file\n",
+ " file.readline() # nb of atoms\n",
+ " file.readline() # comment line\n",
+ " \n",
+ " # parse atom positions\n",
+ " for line in file:\n",
+ " split_line = line.strip().split()\n",
+ " atom_type = split_line[0] # Atom type is the first column\n",
+ " position = list(map(float, split_line[1:4])) # x, y, z pos\n",
+ " atom_types.append(atom_type)\n",
+ " positions.append(position)\n",
+ "\n",
+ " elif file_path.endswith(\"lmp\"):\n",
+ " raise ValueError(\n",
+ " \"Reading LAMMPS dump files is not implemented yet. \"\n",
+ " \"Please convert to .xyz format.\"\n",
+ " )\n",
+ "\n",
+ " # convert to arrays\n",
+ " positions = np.array(positions)\n",
+ "\n",
+ " # Atom should centred with respect to the centroid of ALL atoms\n",
+ " if centre:\n",
+ " positions -= np.mean(positions, axis=0, keepdims=True)\n",
+ "\n",
+ " if separate_atoms:\n",
+ " # group positions by atom type\n",
+ " separated_positions = {atom_type: [] for atom_type in atom_types}\n",
+ " for atom_type, position in zip(atom_types, positions):\n",
+ " separated_positions[atom_type].append(position)\n",
+ "\n",
+ " # convert lists to arrays\n",
+ " for atom_type in separated_positions:\n",
+ " separated_positions[atom_type] = np.array(\n",
+ " separated_positions[atom_type]\n",
+ " ).T\n",
+ " # print(np.mean(separated_positions[atom_type], axis=1))\n",
+ " # separated_positions[atom_type] -= np.mean(\n",
+ " # separated_positions[atom_type], axis=1, keepdims=True\n",
+ " # )\n",
+ "\n",
+ " return dict(separated_positions)\n",
+ " else:\n",
+ " # return all positions in a single array\n",
+ " return positions.T\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "85dcda92",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Shape: (3, 1938657)\n"
+ ]
+ }
+ ],
+ "source": [
+ "path = (\n",
+ " \"/data/id01/inhouse/polack/shared/for_clement/exp_minimized.xyz\"\n",
+ ")\n",
+ "\n",
+ "path = (\n",
+ " \"/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/\"\n",
+ " \"div10_oriented_v2.5/NP_Pt_nanosculpt_div10_oriented_v2.5_minimized.xyz\"\n",
+ ")\n",
+ "\n",
+ "#path = (\n",
+ "# \"/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div10_clean_forces_v2/\"\n",
+ "# \"NP_Pt_nanosculpt_div10_clean_forces_v2_minimized.xyz\"\n",
+ "#)\n",
+ "\n",
+ "path = (\n",
+ " \"/data/id01/inhouse/polack/scratch/ewoks_03_simulation/exp_minimized.xyz\"\n",
+ ")\n",
+ "\n",
+ "positions = read_lammps_positions(path, centre=True)\n",
+ "\n",
+ "print(f\"Shape: {positions.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "25bde7cc",
+ "metadata": {},
+ "source": [
+ "A simple sanity check"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "97235709",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(-200.0, 200.0)"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(1, 1, subplot_kw={\"projection\": \"3d\"}, layout=\"tight\")\n",
+ "\n",
+ "# scatter plot of the positions\n",
+ "scatter_params = {\n",
+ " \"s\": 1.5, \n",
+ " \"antialiased\": False, \"depthshade\": True, \"alpha\": 0.2,\n",
+ " \"edgecolor\": \"k\", \"linewidth\": 0.01, \"c\": \"teal\"\n",
+ "}\n",
+ "ax.scatter(*positions, **scatter_params)\n",
+ "ax.set_xlabel(\"$x$\"); ax.set_ylabel(\"$y$\"); ax.set_zlabel(\"$z$\");\n",
+ "ax.set_xlim([-200, 200])\n",
+ "ax.set_ylim([-200, 200])\n",
+ "ax.set_zlim([-200, 200])\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d9c7e815",
+ "metadata": {},
+ "source": [
+ "#### Some parameters\n",
+ "- Here we are going to simulate an X-ray scattering experiment. For that we need to define where we are going to look at in the reciprocal space. Therefore, we need:\n",
+ " * a Bragg reflection (`hkl`)\n",
+ " * a lattice parameter\n",
+ "\n",
+ "- We also need to specify how fine we want our reciprocal space grid to be. This is basically defined by:\n",
+ " * the number of steps (`step_nb`), the higher the better the resolution, oversampling\n",
+ " * the reciprocal space resolution (`dq`)\n",
+ " * the lattice parameter"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "234e0288",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\"\"\"\n",
+ "#hkl = [1, 1, 1]\n",
+ "hkl = [0, 0, 2]\n",
+ "#hkl = [0, 2, 0]\n",
+ "\"\"\"\n",
+ "original_vector = np.array(hkl) / np.linalg.norm(hkl)\n",
+ "target_vector = np.array([0, 1, 0], dtype=float)\n",
+ "target_vector /= np.linalg.norm(target_vector)\n",
+ "\n",
+ "rotation_axis = np.cross(original_vector, target_vector)\n",
+ "rotation_axis /= np.linalg.norm(rotation_axis)\n",
+ "angle = np.arccos(np.dot(original_vector, target_vector)) \n",
+ "\n",
+ "rotation = Rotation.from_rotvec(angle * rotation_axis)\n",
+ "rotated_hkl = rotation.apply(np.column_stack(hkl))\n",
+ "\n",
+ "# extract rotated x, y, z arrays\n",
+ "rotated_hkl = rotated_hkl.T\n",
+ "# rotated_hkl = np.array([0, 0, 2])\n",
+ "# rotated_hkl = np.array([0, 2, 0])\n",
+ "\n",
+ "rotated_hkl"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "05b0840f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "lattice_parameter = 3.92\n",
+ "d_spacing = lattice_parameter / np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)\n",
+ "\n",
+ "step_nb = 800\n",
+ "step_nb = 400\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "\n",
+ "q_size = (200, 200, 200)\n",
+ "# q_size = (128, 128, 128)\n",
+ "\n",
+ "# Let us build the reciprocal space grid\n",
+ "q_ranges = []\n",
+ "for i in range(3):\n",
+ " q_ranges.append(\n",
+ " # (hkl[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i])\n",
+ " (rotated_hkl[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i])\n",
+ " / lattice_parameter\n",
+ " )\n",
+ "q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ "# Here is where the magic happens\n",
+ "scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid,\n",
+ " *positions,\n",
+ " occ=None,\n",
+ " gpu_name=\"NVIDIA A40\",\n",
+ " language=\"\"\n",
+ ")\n",
+ "\n",
+ "diffraction_pattern = np.abs(scattered_amp)**2\n",
+ "\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " diffraction_pattern,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in q_grid],\n",
+ " convention=\"xu\",\n",
+ " show=False,\n",
+ " # integrate=True\n",
+ ")\n",
+ "\n",
+ "cdiutils.plot.add_labels(axes, space=\"rcp\", convention=\"xu\")\n",
+ "display(fig)\n",
+ "\n",
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(q_grid[0]) * .1, 1 / np.ptp(q_grid[1]) * .1, 1 / np.ptp(q_grid[2]) * .1, \"nm\"\n",
+ ")\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "4ed48571",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def find_bragg_peak_centre(\n",
+ " diffraction_pattern: np.ndarray,\n",
+ " q_grid: tuple,\n",
+ " search_radius: float = 0.1\n",
+ ") -> tuple:\n",
+ " \"\"\"\n",
+ " Find the center of mass of the Bragg peak in reciprocal space.\n",
+ "\n",
+ " Args:\n",
+ " diffraction_pattern: 3D diffraction pattern\n",
+ " q_grid: tuple of 3D q-coordinate grids (qx, qy, qz)\n",
+ " search_radius: fraction of the pattern to consider for\n",
+ " centre of mass\n",
+ "\n",
+ " Returns:\n",
+ " tuple: (qx_center, qy_center, qz_center) of the peak\n",
+ " \"\"\"\n",
+ " total_intensity = np.sum(diffraction_pattern)\n",
+ " q_com = []\n",
+ " for q in q_grid:\n",
+ " q_com.append(np.sum((diffraction_pattern * q)) / total_intensity)\n",
+ " return tuple(q_com)\n",
+ "\n",
+ "def refine_q_grid(\n",
+ " positions: tuple,\n",
+ " hkl: np.ndarray,\n",
+ " lattice_parameter_guess: float,\n",
+ " q_size: tuple = (200, 200, 200),\n",
+ " step_nb: int = 400,\n",
+ " max_iterations: int = 5,\n",
+ " convert_to_angstrom: bool = True\n",
+ "):\n",
+ " \"\"\"\n",
+ " Iteratively refine the q-grid to center the Bragg peak.\n",
+ "\n",
+ " Args:\n",
+ " positions: atomic positions\n",
+ " hkl: Miller indices\n",
+ " lattice_parameter_guess: initial lattice parameter guess in\n",
+ " meters. Will be converted to Angstrom if convert_to_angstrom is True.\n",
+ " convert_to_angstrom: if True, converts lattice parameter to Angstrom\n",
+ " q_size: size of q-grid\n",
+ " step_nb: number of steps for dq calculation\n",
+ " max_iterations: maximum refinement iterations\n",
+ "\n",
+ " Returns:\n",
+ " tuple: (\n",
+ " refined_q_grid, scattered_amp, refined_lattice_parameter\n",
+ " )\n",
+ " \"\"\"\n",
+ " unit = \"m\"\n",
+ " rcp_space_unit = \"1/m\"\n",
+ " if convert_to_angstrom:\n",
+ " lattice_parameter_guess *= 1e10\n",
+ " unit = \"angstrom\"\n",
+ " rcp_space_unit = \"1/angstrom\"\n",
+ "\n",
+ " current_lattice = lattice_parameter_guess\n",
+ " current_center = hkl / current_lattice\n",
+ "\n",
+ " for iteration in range(max_iterations):\n",
+ " print(f\"Refinement iteration {iteration + 1}\")\n",
+ " print(f\"Current lattice parameter: {current_lattice:.4f}\")\n",
+ " print(f\"Current center: {current_center}\")\n",
+ "\n",
+ " # build q-grid around current center\n",
+ " dq = np.array([1, 1, 1]) / step_nb # step size in reciprocal space\n",
+ " q_ranges = []\n",
+ " for i in range(3):\n",
+ " q_ranges.append(\n",
+ " current_center[i] + (np.arange(q_size[i]) - (q_size[i] / 2)) * dq[i]\n",
+ " )\n",
+ " q_grid = np.meshgrid(*q_ranges, indexing=\"ij\")\n",
+ "\n",
+ " # calculate the kinematic scattering\n",
+ " scattered_amp, dt = Fhkl_thread(\n",
+ " *q_grid, *positions, occ=None, gpu_name=\"NVIDIA A40\", language=\"\"\n",
+ " )\n",
+ "\n",
+ " diffraction_pattern = np.abs(scattered_amp) ** 2\n",
+ "\n",
+ " # find the actual peak center\n",
+ " peak_center = find_bragg_peak_centre(diffraction_pattern, q_grid)\n",
+ " print(f\"Found peak center at: {peak_center}\")\n",
+ "\n",
+ " # calculate shift from expected center\n",
+ " expected_center = [np.mean(q) for q in q_grid]\n",
+ " shift = [pc - ec for pc, ec in zip(peak_center, expected_center)]\n",
+ "\n",
+ " print(f\"Shift from grid center: {shift} {rcp_space_unit}\")\n",
+ "\n",
+ " # update center for next iteration\n",
+ " current_center = peak_center\n",
+ "\n",
+ " # optionally refine lattice parameter based on peak position\n",
+ " # the magnitude of the q-vector should match 2π/d_spacing\n",
+ " q_magnitude = np.linalg.norm(peak_center)\n",
+ " theoretical_q = np.linalg.norm(hkl) / current_lattice\n",
+ "\n",
+ " # refine lattice parameter\n",
+ " lattice_correction = theoretical_q / q_magnitude\n",
+ " current_lattice *= lattice_correction\n",
+ " current_center = [c / lattice_correction for c in current_center]\n",
+ "\n",
+ " print(f\"Refined lattice parameter: {current_lattice:.4f} {unit}\")\n",
+ " print(f\"Shift magnitude: {np.linalg.norm(shift):.6f} {rcp_space_unit}\")\n",
+ " print(\"-\" * 50)\n",
+ "\n",
+ " # check convergence\n",
+ " if (\n",
+ " np.linalg.norm(shift) < dq[0] * 0.1\n",
+ " ): # Converged if shift < 10% of pixel size\n",
+ " print(\"Converged!\")\n",
+ " break\n",
+ "\n",
+ " return q_grid, scattered_amp, current_lattice"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d48ecec8",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "initial_lattice_guess = 3.92e-10 # Your initial guess\n",
+ "step_nb = 1600\n",
+ "q_size = (200, 200, 200)\n",
+ "\n",
+ "# Refine the q-grid\n",
+ "refined_q_grid, scattered_amp, refined_lattice = refine_q_grid(\n",
+ " positions, rotated_hkl, initial_lattice_guess, \n",
+ " q_size=q_size, \n",
+ " step_nb=step_nb, \n",
+ " max_iterations=10\n",
+ ")\n",
+ "\n",
+ "print(f\"Final refined lattice parameter: {refined_lattice:.4f}\")\n",
+ "\n",
+ "# Plot the refined result\n",
+ "dq = np.array([1, 1, 1]) / step_nb\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.abs(scattered_amp) ** 2,\n",
+ " norm=\"log\",\n",
+ " voxel_size=(dq[0], dq[1], dq[2]),\n",
+ " data_centre=[np.mean(q) for q in refined_q_grid],\n",
+ " convention=\"xu\",\n",
+ " show=False\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, space=\"rcp\", convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a1d51ebc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "print(\n",
+ " f\"Elapsed time for the scattering computation: {dt} s\\n\"\n",
+ " \"Spatial resolution in the direct space: \",\n",
+ " 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid) * .1, 1 / np.ptp(refined_q_grid ) * .1, \"nm\"\n",
+ ")\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "6e4b52b8",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "q_com = find_bragg_peak_centre(\n",
+ " np.abs(scattered_amp)**2, refined_q_grid\n",
+ ")\n",
+ "d_spacing = 1 / np.linalg.norm(q_com)\n",
+ "print(\n",
+ " f\"d-spacing and associated lattice parameter are: {d_spacing} and \"\n",
+ " f\"{d_spacing * np.sqrt(hkl[0] ** 2 + hkl[1] ** 2 + hkl[2] ** 2)} A.\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1039c8cf",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "voxel_size = tuple(1e-1 / np.ptp(q) for q in refined_q_grid) # in nm\n",
+ "# obj = fftshift(fftn(ifftshift(np.conj(scattered_amp))))\n",
+ "obj = fftshift(fftn(ifftshift(scattered_amp)))\n",
+ "\n",
+ "support = cdiutils.utils.make_support(np.abs(obj), isosurface=0.75)\n",
+ "plot_params = {\n",
+ " \"support\": support, \"convention\": \"xu\", \"voxel_size\": voxel_size,\n",
+ " \"data_centre\": (0, 0, 0), \"show\": True,\n",
+ "}\n",
+ "# cdiutils.plot.plot_volume_slices(np.abs(obj))\n",
+ "cdiutils.plot.plot_volume_slices(np.abs(obj), **plot_params)\n",
+ "fig, axes = cdiutils.plot.plot_volume_slices(\n",
+ " np.angle(obj), cmap=\"cet_CET_C9s_r\", vmin=-np.pi, vmax=np.pi, **plot_params\n",
+ ")\n",
+ "cdiutils.plot.add_labels(axes, convention=\"xu\")\n",
+ "display(fig)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0b781db1",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "obj = cdiutils.process.PostProcessor.apodize(obj)\n",
+ "struct_properties = cdiutils.process.PostProcessor.get_structural_properties(\n",
+ " obj,\n",
+ " isosurface=0.65,\n",
+ " g_vector=tuple(q * (2*np.pi) for q in q_com),\n",
+ " # hkl=[1, 1, 1],\n",
+ " #hkl=[0, 0, 2],\n",
+ " hkl=hkl,\n",
+ " voxel_size=voxel_size,\n",
+ " phase_factor=1\n",
+ ")\n",
+ "for k in struct_properties:\n",
+ " print(k)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "dca132c2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for k in (\"amplitude\", \"phase\", \"het_strain_from_dspacing\", \"lattice_parameter\"):\n",
+ " #plot_params.update(cdiutils.plot.get_plot_configs(k))\n",
+ " plot_params[\"vmin\"], plot_params[\"vmax\"] = None, None\n",
+ " cdiutils.plot.plot_volume_slices(struct_properties[k], **plot_params)\n",
+ "\n",
+ "print(np.nanmean(struct_properties[\"lattice_parameter\"]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "3d58146b-2b92-4f87-9590-e84aa595c7ac",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "cdiutils",
+ "language": "python",
+ "name": "cdiutils"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.12.11"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/facets/tests/simulation_pynx_Pt_Clement_nanoSCULPT_oriented.ipynb b/examples/facets/tests/simulation_pynx_Pt_Clement_nanoSCULPT_oriented.ipynb
new file mode 100644
index 00000000..5a653638
--- /dev/null
+++ b/examples/facets/tests/simulation_pynx_Pt_Clement_nanoSCULPT_oriented.ipynb
@@ -0,0 +1,924 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# PyNX Simulation of Pt NP (Clement)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib as mpl\n",
+ "import sys\n",
+ "sys.path.append('/data/id01/inhouse/corentin/python/')\n",
+ "import utils.simutils as su\n",
+ "import utils.parsutils as pu\n",
+ "import utils.plutils as plu\n",
+ "import colorcet\n",
+ "import importlib\n",
+ "from numpy.fft import fftn, fftshift, ifftn, ifftshift\n",
+ "sys.path.append('/data/id01/inhouse/clatlan/pythonies/cdiutils')\n",
+ "from cdiutils.utils import make_support, nan_to_zero, zero_to_nan, center, crop_at_center, normalize\n",
+ "from cdiutils.plot.plot import plot_slice, plot_3D_volume_slices\n",
+ "from cdiutils.postprocessing.phase import hybrid_gradient\n",
+ "from skimage.restoration import unwrap_phase"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "importlib.reload(su)\n",
+ "importlib.reload(pu)\n",
+ "importlib.reload(plu)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "mpl.rcParams['font.family'] = 'DejaVu Sans'\n",
+ "plt.rcParams['font.size'] = 14\n",
+ "plt.rcParams['axes.linewidth'] = 1.5"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Initialize parameters"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "div = 1\n",
+ "lattice = 3.91987 #3.92183 \n",
+ "nstep = 1000\n",
+ "# nstep = 2000\n",
+ "# nstep = 3000 \n",
+ "n = nx, ny, nz = 128, 128, 128\n",
+ "# hkl, hklstr = [0,0,2], '002' # Reflections to compute\n",
+ "hkl, hklstr = [0,2,0], '020' # Reflections to compute\n",
+ "# hkl, hklstr = [2,0,0], '200' # Reflections to compute\n",
+ "vmin, vmax = 12, 20\n",
+ "version = 'nanosculpt'\n",
+ "final_shape = (64, 64, 64)\n",
+ "phase_range = np.pi/25\n",
+ "strain_range = 0.0002"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "div = 2\n",
+ "lattice = 3.91987\n",
+ "nstep = 1000 # div2\n",
+ "n = nx, ny, nz = 128, 128, 128\n",
+ "# hkl, hklstr = [0,0,2], '002' # Reflections to compute\n",
+ "hkl, hklstr = [0,2,0], '020' # Reflections to compute\n",
+ "# hkl, hklstr = [2,0,0], '200' # Reflections to compute\n",
+ "vmin, vmax = 12, 18\n",
+ "version = 'nanosculpt'\n",
+ "final_shape = (64, 64, 64)\n",
+ "phase_range = np.pi/8\n",
+ "strain_range = 0.0003"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "div = 5\n",
+ "lattice = 3.9272\n",
+ "nstep = 400\n",
+ "n = nx, ny, nz = 128, 128, 128\n",
+ "# hkl, hklstr = [0,0,2], '002' # Reflections to compute\n",
+ "hkl, hklstr = [0,2,0], '020' # Reflections to compute\n",
+ "# hkl, hklstr = [2,0,0], '200' # Reflections to compute\n",
+ "vmin, vmax = 10, 16\n",
+ "version = 'nanosculpt'\n",
+ "final_shape = (64, 64, 64)\n",
+ "phase_range = np.pi/4\n",
+ "strain_range = 0.001"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "div = 10\n",
+ "lattice = 3.94196\n",
+ "nstep = 200\n",
+ "n = nx, ny, nz = 128, 128, 128\n",
+ "# hkl, hklstr = [0,0,2], '002' # Reflections to compute\n",
+ "hkl, hklstr = [0,2,0], '020' # Reflections to compute\n",
+ "# hkl, hklstr = [2,0,0], '200' # Reflections to compute\n",
+ "vmin, vmax = 8, 14\n",
+ "version = 'nanosculpt'\n",
+ "final_shape = (64, 64, 64)\n",
+ "phase_range = np.pi/4\n",
+ "strain_range = 0.002"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "div = 20\n",
+ "lattice = 3.95187\n",
+ "nstep = 100\n",
+ "n = nx, ny, nz = 128, 128, 128\n",
+ "# hkl, hklstr = [0,0,2], '002' # Reflections to compute\n",
+ "hkl, hklstr = [0,2,0], '020' # Reflections to compute\n",
+ "# hkl, hklstr = [2,0,0], '200' # Reflections to compute\n",
+ "vmin, vmax = 6, 12\n",
+ "version = 'nanosculpt'\n",
+ "final_shape = (64, 64, 64)\n",
+ "phase_range = np.pi/4\n",
+ "strain_range = 0.004"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "div = 50\n",
+ "lattice = 3.98525\n",
+ "nstep = 75\n",
+ "n = nx, ny, nz = 128, 128, 128\n",
+ "# hkl, hklstr = [0,0,2], '002' # Reflections to compute\n",
+ "hkl, hklstr = [0,2,0], '020' # Reflections to compute\n",
+ "# hkl, hklstr = [2,0,0], '200' # Reflections to compute\n",
+ "vmin, vmax = 4, 10\n",
+ "version = 'nanosculpt'\n",
+ "final_shape = (32, 32, 32)\n",
+ "phase_range = np.pi/4\n",
+ "strain_range = 0.003"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "div = 75\n",
+ "lattice = 3.93211\n",
+ "nstep = 85\n",
+ "n = nx, ny, nz = 128, 128, 128\n",
+ "# hkl, hklstr = [0,0,2], '002' # Reflections to compute\n",
+ "hkl, hklstr = [0,2,0], '020' # Reflections to compute\n",
+ "# hkl, hklstr = [2,0,0], '200' # Reflections to compute\n",
+ "vmin, vmax = 1, 10\n",
+ "version = 'nanosculpt'"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Euler angle for rotation"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 64,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "qexp = [-0.22555994922966777, 3.1952281466819685, 0.11476348017971627]\n",
+ "qexp = [-0.22541559054755156, 3.1952281466819685, 0.11504676708864547]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "M = su.rotarray_v1v2([0,1,0], qexp)\n",
+ "\n",
+ "theta = -np.arcsin(M[3-1,1-1])\n",
+ "\n",
+ "psi = np.arctan2(M[3-1,2-1]/np.cos(theta), \n",
+ " M[3-1,3-1]/np.cos(theta))\n",
+ "\n",
+ "phi = np.arctan2(M[2-1,1-1]/np.cos(theta), \n",
+ " M[1-1,1-1]/np.cos(theta))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 63,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "4.035377906510912 -0.07229648540411411 2.051916392247523\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(np.rad2deg(phi), np.rad2deg(theta), np.rad2deg(psi))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "4.032790996026037 -0.0724285610355806 2.056983607842733\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(np.rad2deg(phi), np.rad2deg(theta), np.rad2deg(psi))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Compute Fhkl"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "path = f'/data/id01/inhouse/corentin/lammps/Pt/nanosculpt/div{div}_oriented_v2.5/'\n",
+ "np_file_xyz = f'NP_Pt_nanosculpt_div{div}_oriented_v2.5_minimized.xyz'\n",
+ "name = f'NP_Pt_nanosculpt_div{div}_oriented_v2.5_minimized'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Parse the atomic positions\n",
+ "pos_Pt = x, y, z = pu.read_Pt_xyz(path + np_file_xyz)\n",
+ "# r_z = su.rotarray_vtheta([1,0,0], np.deg2rad(90))\n",
+ "r_z = su.rotarray_vtheta([1,0,0], np.deg2rad(0))\n",
+ "pos_Pt = r_z.dot(pos_Pt)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Compute scattering\n",
+ "qx, qy, qz, fhkl, intensity = su.compute_scat_Pt(hkl, lattice, nstep, n, pos_Pt, hklstr, name, save_data=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/data/id01/inhouse/corentin/python/utils/plutils.py:966: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n",
+ " fig.tight_layout()\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plotting the bragg peak\n",
+ "plu.plot_bragg(hklstr, intensity, qx, qy, qz, vmin, vmax, name, nstep, True, cmap='cet_CET_R4')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "hkl : 020\n",
+ "Intensity shape : (128, 128, 128)\n",
+ "x [64] y [64] x [64] z [64] y [64] z [64]\n",
+ "Qmax 0.0 3.188 0.0\n",
+ "d-spacing = 1.97098 A --> a (equivalent) = 3.94196 A\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Lattice param of max intensity, to check if it's centered\n",
+ "q_max = su.a_equi(hklstr, intensity, qx, qy, qz, printtag=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [],
+ "source": [
+ "def plot_pos(pos, size_box=200, thickness=1, size=1, figsize=(9,3)):\n",
+ " fig, ax = plt.subplots()\n",
+ " plt.subplot(131)\n",
+ " plt.scatter(pos_Pt[2][abs(pos_Pt[0][:]) < thickness], pos_Pt[1][abs(pos_Pt[0][:]) < thickness], s=size)\n",
+ " plt.scatter([-size_box, size_box], [-size_box, size_box], s=0)\n",
+ " plt.axis('equal'); plt.xlabel('Z'); plt.ylabel('Y')\n",
+ " plt.subplot(132)\n",
+ " plt.scatter(pos_Pt[2][abs(pos_Pt[1][:]) < thickness], pos_Pt[0][abs(pos_Pt[1][:]) < thickness], s=size)\n",
+ " plt.scatter([-size_box, size_box], [-size_box, size_box], s=0)\n",
+ " plt.axis('equal'); plt.xlabel('Z'); plt.ylabel('X'); plt.yticks([])\n",
+ " plt.subplot(133)\n",
+ " plt.scatter(pos_Pt[1][abs(pos_Pt[2][:]) < thickness], pos_Pt[0][abs(pos_Pt[2][:]) < thickness], s=size)\n",
+ " plt.scatter([-size_box, size_box], [-size_box, size_box], s=0)\n",
+ " plt.axis('equal'); plt.xlabel('Y'); plt.ylabel('X'); plt.yticks([])\n",
+ "# plt.tight_layout()\n",
+ " fig.set_size_inches(figsize)\n",
+ " return None"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plot_pos(pos_Pt, size_box=40, thickness=1, size=1, figsize=(7.5,2.5))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "np.savez_compressed(f'Fhkl_{name}_{hklstr}_nstep_{nstep}_oriented_v2.5.npz', fhkl=fhkl)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Load Ratio 1:10 Fhkl data"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "fhkl = np.load('Fhkl_NP_Pt_nanosculpt_div1_minimized.npz')['fhkl']"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "fhkl = np.load('Fhkl_NP_Pt_nanosculpt_div1_minimized_020_nstep_3000.npz')['fhkl']"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "fhkl = np.load('Fhkl_NP_Pt_nanosculpt_div2_minimized_020_nstep_1000.npz')['fhkl']"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "dq = 1/lattice/nstep\n",
+ "\n",
+ "dqx = (np.arange(nx)[:,np.newaxis,np.newaxis]-nx/2)*dq # extent in the reciprocal space\n",
+ "dqy = (np.arange(ny)[np.newaxis,:,np.newaxis]-ny/2)*dq\n",
+ "dqz = (np.arange(nz)[np.newaxis,np.newaxis,:]-nz/2)*dq\n",
+ "\n",
+ "qx = hkl[0]/lattice+dqx\n",
+ "qy = hkl[1]/lattice+dqy\n",
+ "qz = hkl[2]/lattice+dqz\n",
+ "\n",
+ "q_max = su.a_equi(hklstr, abs(fhkl), qx, qy, qz, printtag=True)"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "np.where(np.abs(fhkl) == np.max(np.abs(fhkl)))"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "fhkl_centered = crop_at_center(center(fhkl, center_coordinates=(64,67,64)),final_shape=(124,124,124))"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "np.where(np.abs(fhkl_centered) == np.max(np.abs(fhkl_centered)))"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "plot_3D_volume_slices(np.abs(fhkl_centered))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Exp data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 118,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "filename = '/data/id01/inhouse/clatlan/experiments/ihhc3567/analysis/results/S182/pynxraw/'\\\n",
+ " 'S182_amp-disp-strain_0.65_mode_avg3_apodize_blackman_crystal-frame.npz'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 119,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data_exp = np.load(filename)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 120,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "disp_exp = data_exp['displacement']\n",
+ "support_exp = make_support(normalize(data_exp['amp']), isosurface=0.5, nan_value=True)\n",
+ "nx, ny, nz = disp_exp.shape\n",
+ "sizecrop = 32\n",
+ "disp_exp_crop = disp_exp[nx//2-sizecrop:nx//2+sizecrop, ny//2-sizecrop:ny//2+sizecrop, nz//2-sizecrop:nz//2+sizecrop]\n",
+ "support_exp_crop = support_exp[nx//2-sizecrop:nx//2+sizecrop, ny//2-sizecrop:ny//2+sizecrop, nz//2-sizecrop:nz//2+sizecrop]\n",
+ "\n",
+ "voxel_size = np.array([5,5,5])\n",
+ "\n",
+ "qnorm = 3.2\n",
+ "_, strain_020_exp, _ = hybrid_gradient(disp_exp_crop/qnorm, \n",
+ " voxel_size[0]*10, \n",
+ " voxel_size[1]*10, \n",
+ " voxel_size[2]*10)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Determine the phase and strain"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/data/id01/inhouse/clatlan/pythonies/cdiutils/cdiutils/postprocessing/phase.py:125: RuntimeWarning: Mean of empty slice\n",
+ " grad_x = np.nanmean([grad_x[1:], grad_x[:-1]], axis=0)\n",
+ "/data/id01/inhouse/clatlan/pythonies/cdiutils/cdiutils/postprocessing/phase.py:126: RuntimeWarning: Mean of empty slice\n",
+ " grad_y = np.nanmean([grad_y[: ,1:, :], grad_y[:, :-1, :]], axis=0)\n",
+ "/data/id01/inhouse/clatlan/pythonies/cdiutils/cdiutils/postprocessing/phase.py:127: RuntimeWarning: Mean of empty slice\n",
+ " grad_z = np.nanmean([grad_z[..., 1:], grad_z[..., :-1]], axis=0)\n"
+ ]
+ }
+ ],
+ "source": [
+ "obj = fftshift(fftn(fftshift(np.conj(fhkl))))\n",
+ "# obj = fftshift(fftn(fftshift(np.conj(fhkl_centered))))\n",
+ "# final_shape = (128, 128, 128)\n",
+ "isosurface = 0.5\n",
+ "amp = abs(obj)\n",
+ "phase = np.angle(obj)\n",
+ "\n",
+ "amp, center_amp = center(amp, verbose=False, return_former_center=True)\n",
+ "amp = crop_at_center(amp, final_shape=final_shape)\n",
+ "normalized_amplitude = normalize(amp, zero_centered=False)\n",
+ "\n",
+ "support = make_support(normalized_amplitude, isosurface=isosurface, nan_value=True)\n",
+ "\n",
+ "phase = center(phase, center_coordinates=center_amp)\n",
+ "phase = crop_at_center(phase, final_shape=final_shape)\n",
+ "\n",
+ "mask = np.where(np.isnan(support), 1, 0)\n",
+ "masked_phase = np.ma.masked_array(phase, mask=mask)\n",
+ "\n",
+ "unwrapped_phase = unwrap_phase(masked_phase, wrap_around=False, seed=1).data\n",
+ "no_ramp_phase, ramp = su.remove_phase_ramp(unwrapped_phase * support, return_ramp=True)\n",
+ "zero_origin_phase = no_ramp_phase - np.nanmean(no_ramp_phase * support)\n",
+ "\n",
+ "new_obj = amp * np.exp(1j * nan_to_zero(zero_origin_phase))\n",
+ "fft_new_obj = fftshift(fftn(fftshift(new_obj)))\n",
+ "fft_new_obj = fft_new_obj * su.blackman_window(new_obj.shape)\n",
+ "re_new_obj = fftshift(ifftn(fftshift(fft_new_obj)))\n",
+ "\n",
+ "amp_clean = normalize(np.abs(re_new_obj), zero_centered=False)\n",
+ "support_clean = make_support(amp_clean, isosurface=isosurface, nan_value=True)\n",
+ "phase_clean = np.angle(re_new_obj)*support_clean\n",
+ "\n",
+ "\n",
+ "dqx = qx.max() - qx.min()\n",
+ "dqy = qy.max() - qy.min()\n",
+ "dqz = qz.max() - qz.min()\n",
+ "\n",
+ "voxel_size = 2*np.pi/10*np.array([1/dqx, 1/dqy, 1/dqz])\n",
+ "\n",
+ "qnorm = su.norm(q_max)\n",
+ "strain_200, strain_020, strain_002 = hybrid_gradient(phase_clean/qnorm, \n",
+ " voxel_size[0]*10, \n",
+ " voxel_size[1]*10, \n",
+ " voxel_size[2]*10)"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "obj = fftshift(fftn(fftshift(np.conj(fhkl))))\n",
+ "\n",
+ "isosurface = 0.85\n",
+ "amp = abs(obj)\n",
+ "phase = np.angle(obj)\n",
+ "\n",
+ "amp, center_amp = center(amp, verbose=False, return_former_center=True)\n",
+ "amp = crop_at_center(amp, final_shape=final_shape)\n",
+ "normalized_amplitude = normalize(amp, zero_centered=False)\n",
+ "\n",
+ "support = make_support(normalized_amplitude, isosurface=isosurface, nan_value=True)\n",
+ "\n",
+ "#########################################################################################\n",
+ "## SUPPORT POUR RECALCULER LA RAMPE DE PHASE\n",
+ "support_ramp = np.zeros_like(support)\n",
+ "nsx, nsy, nsz = support_ramp.shape\n",
+ "size_support = 8\n",
+ "support_ramp[nsx//2-size_support:nsx//2+size_support,\n",
+ " nsy//2-size_support:nsy//2+size_support,\n",
+ " nsz//2-size_support:nsz//2+size_support] = 1\n",
+ "support_ramp = zero_to_nan(support_ramp)\n",
+ "#########################################################################################\n",
+ "\n",
+ "phase = center(phase, center_coordinates=center_amp)\n",
+ "phase = crop_at_center(phase, final_shape=final_shape)\n",
+ "\n",
+ "mask = np.where(np.isnan(support), 1, 0)\n",
+ "masked_phase = np.ma.masked_array(phase, mask=mask)\n",
+ "\n",
+ "unwrapped_phase = unwrap_phase(masked_phase, wrap_around=False, seed=1).data\n",
+ "_, ramp = su.remove_phase_ramp(unwrapped_phase * support_ramp, return_ramp=True)\n",
+ "no_ramp_phase = unwrapped_phase - ramp\n",
+ "zero_origin_phase = no_ramp_phase - np.nanmean(no_ramp_phase * support)\n",
+ "\n",
+ "new_obj = amp * np.exp(1j * nan_to_zero(zero_origin_phase))\n",
+ "fft_new_obj = fftshift(fftn(fftshift(new_obj)))\n",
+ "fft_new_obj = fft_new_obj * su.blackman_window(new_obj.shape)\n",
+ "re_new_obj = fftshift(ifftn(fftshift(fft_new_obj)))\n",
+ "\n",
+ "phase_clean = np.angle(re_new_obj)*support\n",
+ "\n",
+ "dqx = qx.max() - qx.min()\n",
+ "dqy = qy.max() - qy.min()\n",
+ "dqz = qz.max() - qz.min()\n",
+ "\n",
+ "voxel_size = 2*np.pi/10*np.array([1/dqx, 1/dqy, 1/dqz])\n",
+ "\n",
+ "qnorm = su.norm(q_max)\n",
+ "strain_200, strain_020, strain_002 = hybrid_gradient(phase_clean/qnorm, \n",
+ " voxel_size[0]*10, \n",
+ " voxel_size[1]*10, \n",
+ " voxel_size[2]*10)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Plot and save the figures"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "support_ramp = np.zeros_like(support)\n",
+ "nsx, nsy, nsz = support_ramp.shape\n",
+ "size_support = 8\n",
+ "support_ramp[nsx//2-size_support:nsx//2+size_support,\n",
+ " nsy//2-size_support:nsy//2+size_support,\n",
+ " nsz//2-size_support:nsz//2+size_support] = 1\n",
+ "support_ramp = zero_to_nan(support_ramp)"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "plot_3D_volume_slices(\n",
+ " np.flip(support,axis=2),\n",
+ " np.flip(support_ramp,axis=2),\n",
+ " np.flip(normalized_amplitude,axis=2), \n",
+ " show_cbar=True, figsize=(7,7), data_stacking='vertical',\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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gRORGzHX09vySE/QwjwIeUtUnRFk44WmVBYhvwwlOR1nIciRG/s0jIyOn7Nix43AujsEaZefOnYyNjaXDKAsnMJmyAFEeTli6lIUOjqSCuX3Hjh2nXH311cecqOD448ILL+Saa65JLdQoCycwmbIAUR5OWLqUhQ7WqhdZEARBsMpEBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQlQwQRAEQS5EBRMEQRDkQmm1ExAEQdDrNN5xFgDyyHUAFF74vdVMznFDKJggCIIgF0LBBCckN+35eQBmywrAREUAGC9bm2uyaP8aMwXbNrwtNid2POv/OlP02fX0A1CnCEAfcwBsYx8AW+vjAIzMNQC4ePD65c9UsGxM/O6WjuNin73Xih/PXvV0AH50Xg2AqzZtAuDjk88D4P7bLwTgzO//HAADt1o5aPz0RgBm7r4OgG/sfOvyJ76HCAUTBEEQ5EIomOCE4Ce7ngxAtWZKZahgbauimoKpFZqZrSmNplr8OdtQxM6XfFul1vV565gCYKQ5DcBwze43ULPn7XzIFNSOzaFkepGBn9sAQHPC3q827H3LULkjnheXVnmoyCwAjT57/9Mjdty/aRSA4uTZAK574aKLPw7AVV/97WXOQW8QCiYIgiDIhVAwwZrmwPetr3yz21JqFVMQ0/3NjnhFC6bg23LTdubEtkXS1q4rSqeCSdt0vl/NBtPXrHfct/Ucf3xSVuec+t2jzmOwfExe9wwASk80BVOYdeVStxdX7zdbzMHNFn+60lkuNpT3A3DP6AMA7H7kAABzfacBsHHkdAAqm81mUxyfyCknvUEomCAIgiAXQsEEa5K5rzwNgAE/bvRZW0pHOuM1XKE05Mju31IydCqhippiySqXpt+/Zg1gqt60K7iN566fPcXiefgjtn/nyBIULAu7tnfa1MpeMEp129ZLZks7OGDvfaxq4akcnFraY+fX/QSAuwt2vweHzYtsbPPJAAzv3Wjb/bZ95kfsvt94eXFZ87PahIIJgiAIciEUTLCmaH76fABKbkNpDvg4FlcwSSEsuHWl0ZBOSZM9zlJUVzTulZalURC/j3utuTGm7tuiPzjZZn56rymas04LJbMSXDljtrCZLV5O/HW3bHLaqVSbdI6XSmwVUyr16p0ArCsdBGD3wEkA7B/dZdtTRgF4eHI9AJWDG/0OZx1rVnqKUDBBEARBLoSCCdYE+qHHAyBz3tJ0bx983ELDS3qj5DaXQxSLbeeKtlPzcTI1sftkR/IfQrqP98WXM7aXRNOVUNOVTJpJICmXgiud6YoFXDVh42UuGorxMnmyu2IzMdwv5j0242P2S5htpOozMyRvwdICNrh1TFq8gsXfWjBF86jSvQBM9NtzJtSsg/fPmbK5d2q73yEUTBAEQRAsSiiY4Lim+e5HA6A+x1drpPV6a4E23V2rXu20eaRtsoXUXDnUpNCxnXMFk52DLFHKtGCT0knKJ42fafi4mUbGmww/31JSLmXS3Gj7qmvLq6hXuVVsfModNRuvMtk0hVEt2Ej8PjFFMlowm8pIwcavjGLbAWYsPuY9OKx2vJWxjuek8jBXsPf6cP8wALdV7/EYL1yuLPUEoWCCIAiCXAgFExyXpPU56vuspVgcMsVSqLjNxL3Han2mBGb7TBnMpZH8vp3x/4CZksWb8ZbltJR9a/edxY7rmTZZo9UXbwoqjfBP4Q0f59J0I01SLmlEf/IqmyqndNj9D5QsYH/RWtJ/rc8H4M1yxeF+luAouWn2HADun7FxKjMNs5WU3ZYyVDalMly0WbG3lh8CoOHlpSg+15zbagabth1umM2mz2cC6Gt0ehnOFO2+26t7lzU/vUIomCAIgiAXjisF8yZ9KQBPbJiP+cnT1j+6adLqyZFx2w75ts8aGxSnrTVZmPZ++pnOrXo43o+vc5396glxDyMqdn8Z8X5+305vsVbnwydZP+ztW+w+Owe2AvDN2uMA+N5+87mv73kkAPc97rFLyX7QRm33VMex+DvRde41Nmgty9lB99ZyG8yEK5mZUlIOdt1UZv2XrHKZVzCdNpFGy8vImPN/qeRdlLzGko2n0EzKKbmXJeXUmY59hUEAHmQUgDEdao8eLDMPz9ncYGMztq3NmYIpFO1/ebpsv/9c1b3LxGdsKJtSGRFTIkW1j05f08rFsH9LRmbsxQ3OWPnp9+M0/mrboM8gcNKyZmvVCQUTBEEQ5EJPK5hT7/8CAI/feAMAz63sBmDzrLUa1k9ZK6B/NrUOO1sFdffEKdS9dev9oFLrrlBI/aO+9oO2jm2rrmCkkTrSrRUjvtpd2Tv0+2btecOuiLb1HQDgjNL9AOwavA+AewZt9O45X38QgI332fE3XxqeQwsx/QfbAGh6y7C8wVbWKPi24WpyZtiVgc+aPOnbZHtJXlpTRR+RXTCFMiF2n0nXJLM+HiIpl7RN4yMSLRuMt9ka7oXW0M5jX46GJp3ea0k5jRWs5bwP8y7a07RxGQeathb8i5tvAOCy0rsX/I2CI+dgzSapm5u235malyc/P9PX+amsFF25uE2mXuj8n00j/wdcmKyb8l6WMV/xdNznMPNv0nr/hoSCCYIgCIIl0JMK5qy9tsrbo3zennMrtwOwvmH97mmtjmYa9VxNo6KtvTE5YOFVX4aw6gqn6v2f5WnLdnnKPYCm3CYza9vCTLLJuJLJ2GRa/f2Ddp8031VSTGmUdpqJdaBhSmdL2Ub1nloxBfPQsDVXJjdYK7V/wjyGnv4xa8WGkpln/JW2AEdSlZX1pjBKJ9lv1txiLc7ZEfcCG7J3Nj7os9/2d85+O172dT2Kdp+scpnE3kEa0d3QzndRd6+hPvcaKrVsM52z8aY5zJI3GWmGgHTejSrJa23Kn59sLkm57K3bnFWp7783/3OPX8YPmjIujlsvQqFu76NZsjeVlMxcssnUvXxUXDF7OUkkL8G0gurAtL33gTE7ruyz+8qU3a88sDZfaCiYIAiCIBd6stq8aPRaYH4en1N5GICKWjti1m0h+/vTFdkZbF1BuNKpeqMvtSb656xeHfR+0eqs/QyVaWu1lGd8fqg5t9l4q9mHOODd6qh7IM25Ypoedg8h91RKo8TTDLuDuNdb0Va92zxgNqV7N1grdf9cWqnbvM7O/4y1im+4tJXRE479v20t92Rz6dtov1HZlQtb7bepbXAFMGK/9diQlZUDg0tTLgd95ZgJVy6zuojtxYtcXTrPN1rbzrZb8ibLFtU04j95rU36au0TaukYa5gtZspHlhd9pHiwvFQfshH8AwfNFtMom8KY7bdeEy3Ye2+6LabWdC/DppWjpHCTra3Y7OzFKHtvSnHGPVr32bdAx0wBF9IMFGuMUDBBEARBLvSUgvlQ8wIALlZrPZRr3dfYmCxZa2F+JtzO+aOyJI+OvoaPtq27h8ewH9c6vdH63QusUkueHt4qyTQe52fo9bEVVfdUqnaukljwZmtap31jweYnOsm94vYPmg1mfNRbq9PWWh3ab62pHVeYj/3O5w91zd9aJimXgtu9Kpt9fMIpNk6k5rYXX1aDfaP2kpJy2dffOTJ+smAtz/GWcrH7ZJXLjHb2qSeSUklzUxVZmp2spWhaI/075zpLMwSkvvw02+4hLeQlPi84Mtbvtl6D/gkrF9NDMx3nGxU7rjesHCUFU1e3vy7wXtIs2aWkYNzmohP2jWsmBZN6SY4xH71GKJggCIIgF3pKwTzzvs5Ww6TbMiZcERyopjELJd/6CPpF5otKM95Wi9ZqqFSsFTHU9JlSff30gUbyXfdRusl24+txp/7U1todvk3jbpLNJa3xUcs0apINKY36PalotqWH+mxeo+khs8VMD49a/ClvrTdPvHbA5KutRZlmT6iOWku+6LaXuiuXcXMu4+EN9rL2DnUql7GSlY00vuSgK5UxTA1Ouq1jpmVz8Rapdm+RlqTlT3TUeWunNV7GW8At2492/ms2mqFc8mTIDboVnwVEfC6yWp8rVbeP1pN3mb+PrHfhQhRSsXHbTPJQbU77R8bL+Vr7T19r+QmCIAh6hJ5SMNt/7Oth+3iS8Y3WOnhgsymPce8WT543B8T6z8e8Hz31X2c9gBKt1em8/7zPZ0odLEwDsK5k2/6Kn3dlk+YV6mv66PFGp5daMeMZ1Frzo9DZo1p2BbMOe05aU2Jb2WwxY/1mc9nnCibZYkr15GGyjhOFuXHvm3ZPvbLbXthmv8nUJnu3+9bbO3ponb2bh9zLZ2/J4mfLSFIsEy3lUu3YZpVLUixp/EkqQ6lspTnISq2R/GnbOXYqe3ykpJZyURqLxAyOBkm9EzX/n3b7a3nGZ+lOs3csoFgWssEc+pysx6uzUPhxTiiYIAiCIBd6SsGUfmzeVWlVwkLdW52DVg/udc+ghiucZGvJtkqTB07Lw2OBVkdfZrW6PrHjQTGFMVS07WDRbEMDPo4leYNlFU7yditrpxdZWgskrWZXUbtuo1h+x4pmD9hStTnJpkfsOM0XLLU0PmZb13ysZcqDVhaKPtdYbaO1KPdvtN9wz4j99vcPWPieonnipbm8WiPi1Y6TrWXGvbNmF1EudR93kt5APY2D8XebnZOstVa7dnpAFjKekMmbrBVPGh3bpJiy4UE+NMppvsHU5u58X5KxgzYX+KZkxz+14icB5Io82RZbM7QX15r/mBEKJgiCIMiFnlIw0zfbqm5phtySzzA6vNmOB0aTLcT7w4ud/dqt/nRvnaZ1tZOSmW12H9uQqBaSbcaUStUVzVBhqmObvMBGfDW6da50ssomeY1lSeGDfv80Y0G9WvJ0WPh+H+k/z5MOm/61RGXY3lUqC2nE/oRNFcUeLwv3Dti7vq9oA2HuV1vP4+HmqMX3MnD0ZcGOs8olS9b2krbJ7pYtC6mlm9aTKbmiSXObJVXdUjKFUDB5om5Ibbq5Mymapn9jNLmMupIsLKIoG25/rbfGyrlCSgrGV16VfotQ6O+pT/GyEQomCIIgyIWeqjYn7jeFUJ00r7FhX9tj2Mc8bPaZcseq1rqb7Ju0rY/KnhBv5dLZWk3zOKUZUOe89Zr6UbO+7Km/O63H3e/eZQOuYNaVDgKwqXgAgFGxNSGSTWVd0RWPmu0mtV4LLRuNj4dp2n2L3jpK3mzbqw8AUKpavPVMeMp+nxOFNGI/2V4a6+2d7VvvNhefyfruokmaO5unALC7YQrmYN087pKNZa5h188toFyyto5G5l+jmJnGIdle5redyqWSUS7J4zBRSBPbFey+c65+W/Y/8f8FV7MVV7tBPswrFf8mVOy91fxbU6/6GD2fXbnk68G0bGYZW1zLk9SVUc3XIWr6WL7ikCuXOZdMlbU5zikUTBAEQZALPaVgtn7elMD9v2zeY6U7TBEMeit2y4CPdK9aK2KuaAqm4fNUzRTSPFKdNpikUFLrdbpmnkUN73Ct1y2+ZjxFxJVFwVuZ5ZK1YvrLpigeqlj6NpRsduStJRuZv7FwwLZJ0aRWaZo5wL3IKk1rBQ03bHuqHux4fpozbcO0B2zihCGN2MfXfZncYu9mz4j9VrvKplxua24H4O45UzAHaqMATPtI7FnfppHXWe+f1JeeWqRJtSaSHa6h3f9VsuNfkodgmv8uKZfkWZhm2U199MnLrOG2lzm35026nW+0YP8Ts8Xk7dZT/7JrhppPuV52u286rlX9/ftcZIWyHady0lqfx0m2tTQvYs2V76zPRjI34Apm2D1lG522mbXG2sxVEARBsOr0ZHNo4qDV+o2fTXSED/p2u49oLzRNyRQ3WCuv4f2bs65kJgrWCj4oFr9lc3HlUpuz1q3OWrw03kQy8z413IOnXrZWzEzFWjETVfNcGqvaCPyxio212FI2JTPr82A1xLzEWraWuq/nPWf3HfZ1Z9b5qnfDk2mdGktnZcY7dE8gBVN4/a0AzF71dAAe2my/1d2D9o5ubj4CgDtnTwdg75wpmok5exe1usVrNq2IayOz3kbyBvIWZioTzVLniPlkwxn0UUkLzg7h42VaY6HSrA9+3FfPjIfxlmua7aHQWuPSnjNbtHTPFDtnpUgeksHyMrF+zPes/EwP+XsYtG9Ls9+21bJ7jLrSTDayRBqbV/OVS32pKaZ9pvVZH9NXWddZHpOCWWst/rWWnyAIgqBH6EkFc/a3rFVww3mWvOkpa11sdu+ykWlby/6M+ga/wsJrG82GMVWxVt6BNKrb1zNPNLw1q65YCrNu85mxbcXnAEuzGDddeTTcgyR5lNTci21fvymkiX5XNH2jAMz2e2vTGysD4v24atcl5bJtn+Vz425fa+RBn4drvHN2ac7nhKN60TcB+NnUzwPww4IpllunzgLg4dktAEzN2Ts4RJW695j4fG5pZUJNa637DNtatRaruHdXzVVwst8dMtJ/gbnHkodgaw2ielpVNSmbbA5d4biiKVZ8nRD3TGw1Af3xk4UTd3XTPHja5P8F4OC2JwMw22/Tcze9fNSGDgBQ7LPelGR/7XdP0dZ4JZL3odtw3AYz4yP00xpR0/3uZThk8SqFpJzF77O2CAUTBEEQ5EJPV5jn/9D6ta88zVclHLNW3RmT1lpIJonTSqZkZss+Pma9eXXtLVqrdk/RYh4y+raR5jxzW4crl74JVzKznWMm6mXvry93epjU3CYzO3wAgIeHzUstrXpXHLL4W8v7Ou6XbC4bHrTWzMAdpmzqP7H7zI3ZfUsjpoTW5qrdS+OXBq4H4L1zfwbAnhmbl2161t5xo+Yt+2lTraUZX8Pe1/FIs+E2i97SdK+gRp+1RJvJzpYUjHuVpfEz9eJCXmRp3Etm5u2Mckmrpi60plAa8V11z8Fin737go+fqCZvJOnpf9njjjOrdwPw8EZTLhPVqY7zJbe5DPXZN2Wde44OthRMdxtMWql0qmTHU2UrF5OuYEojVg4aZdumcTJrTZ+GggmCIAhy4bhoDl1yr9X6n9lq9eFgv89u/EObu2xgk7VSTxm2+n9/v7U+dw9aq2OkaLaZSmaMQ/IWS63cYs0VjdteCt7aLLs3V1+j04MnzV9U83E5MwOjAEyO2vbAFrvuvpL12x4o32XPcU+i5C3W/6Dbdly57L/ZlM7kmIWfeU0aCBNcUfkLALbXLwegUTeFoXP2bpJyqUyakumfHOq4vl7ykfP9nTaVuiuYpttk6q5cGqXDz/YwP/4lY3tpdCqX/llfmdOPS75KasnLWNMdBQcrSemkcTQ+Vqps6Xpe9buH/CbB0XNK0WYw3zNgSuZB9w5L7zt5iyWby0jJelEGC50KZn4GCB9zJ8kL0JWMG9/6+pI3oR3PuYKZdQWzeTkz1wOEggmCIAhy4bhQMIlL93S64Oy91HzW++81hTC03Vqv3p3KKX3WX3p/aqVU7MS4j1uZnOpcIbKWvMN8W3WbzOiDo3Y8kdbrtvipUVv1+Yv6y9aKTrab5G22b9ieOzlkCqvPW6f9066YHrLW0ME7Lb177rXrHh6zB525wO9xInP31hcAcPKufwfmV+9IqjQpl/7xfg/3cQkDnX3mySaTvIaSgmmUTDkkO9pCawolG0wa31JpJNuLna+2FEwa2+RKxsc2pZUT09Rk9WqnwklKZqriEWIYzLKyFevleGTFFEzq7UgstKJpUi7JiyyRxivN+ad1xpXMVMmvq6R5Ce19TruZd8K9zM465hz1FqFggiAIglw4rhRMlo2fGes4Th4Y1V3m07512loX5wzuAmCy2umj8VMf7T2bWqfeehUfsT/lYykaZRs1vtF7SEszVi8nG0wirSEx5zOwJk+lYfedT+vIpLEQpTlrpeq0e6W5d9y+cdtedGesAbIY95/6ywBsu+crAOjkKDC/lnrfRKcnYFrXI3kCJrtbwz0Jm+5ZmGYASAomza6cnQssO3tyNSkYVyaD7inY79u+SQuvTHlf/KxdlxRMa7bdmpXJZKN5zKPD9pIH25oHAKgW7H9/X8Fsd9kZG9Jx2mZtcllm3edz2ucx7HMvwKmSK16fky5Nf7ivGrMpB0EQBMGSOa4VzEKcc6q19s7x4wuyEfozW5sYgAun3gXMr/cy2bDxMHetvw+Ab13wwiWmYNS3OwB4Ye3jAJyMr9jprZeZAWvNjPi8W1teb1dtWeJTgnkeOP3ZAGyb+B4wv76HuALIqk1pWNuq5Mql4Z6ELVuMq9hmpbPFmmwxpewI/maac8zu3z/XaXPpH+9ULsWDrpYn7QLx6ws+my+unIaf8q2l/wjBEfOS4jcAuHLGej2mitYrMlOwT2MazzIt9j6m3AiW1qCaITNWzhVOUjBVn2Vk0kfsF1tTOXT2TkwuMM7qeCcUTBAEQZALa7PaPEquHnhT9xPHOLz2k+V3dgYk57Vzj+2+waE8cO6TAHjUXlOdlZnO+Q+armTSWKfyrLVI03xzLQVTdWXTTNvufeTFtO6LJu8xVyzuJdY35bPnunIp7Tf7nBywrY751u8nGyw9hYH411xJztlj72uiz5TFhLsBTvi4pAM+R9x+V8ZpxH7WNpPdJiVTdCNbseDr/1R8VhDE7zuw/JnqAULBBEEQBLkQzaRgTXL7s2yFy0dcdw8A5dk+31qfeamWir5tywVTDmkMVBrklFbCTDaYUmYN9uQ91pp7zL3Hqmncy2TG5rLXV0h8yEaIJw9CcVtPcchavKXnfecocx4cDafc6baWEdtODJvi2LfOx60M+fgoH6c05zaTNHI/a4tJtBRMsrl4k37aw6f8ugdZf8i1a4FQMEEQBEEuhIIJ1jR3PsPWjzn9hp8CoGlusikzrCVbTJbsqqbFzIjuQUyB9PksygM1nw3XlUtahbTkY5sKbnNJyqW+z5WSj5spbbDnyWtuPsIcBstB5S6bybw0aoqivMW2qXhMV9I4FtvOFPz9+RxySaHM0rkCaWIKH3OXWTdmwg2875DLli8zPUQomCAIgiAXQsEEJwT3nN85y1OyzaRxMPXkPebbtPJlwbdpNt0hse0gZksZaFiLtt9nZejL2F4KE36/fW578TV+mm57KfTbv2Dpf9xxzHkMjh555Q8AKPzj4wCo+Gzb/SM+E4O/32Efx9JIsyin8VWHNNVNycxkFE2y5aXwA02bOWCtfolDwQRBEAS5sEbrzSA4PMk2c/IPdwLzNpemz6IsvrLhQMVmddhQtll3txZsrZ4NTeuzH531mbHn7Pq+KZ8ledpnEnDvsXpWubjXWN97di1vxoJjo9LZ5vYpxFjn45nSeKmC297KPst1sZTGudh2f2Y8zKSareXhhnmL7a3bdrzhCqZz2aI1QyiYIAiCIBdCwQQnNPeftwOAU+67EphvcfVVbeXCk/oeAODU0h4AtuEKpmZKZ920981PJtuLK5gJa+GmkfpJuah7jfW/977lz0xwzMjLdgLQvOrpAJR9LrnBSVMihWZamdRXqOx35eKr6PrwFqYKnQv3JFvLvXM2PuvBaZsA8Y5NS53f8PgkFEwQBEGQC6FgggC475RLAHjm5HuA+bXXTyntBuB0se2mhtleRmas5bpuylq2g2M+t9mYj8xP416SF9mcxR943+4ccxEsF9WLvglA8z+eAUC/K5fyXJqF247d5EJDkneZvffpspWTMbEZ2WeapmjG5mw13emZkVzT3yuEggmCIAhyIRRMELTxjcE/AuC/6YsB2Ih5kW1p2nZ0zhTJUKZvvrVC5bgrljRL8pzPVfY3YXM5Hul/1nUdx5PXmaLp86Z5s2A7s+W0QqUpmZrYjA3j5YMe38fN+IwQaSXWtU4omCAIgiAXQsEEQReyc0N9vm4rHo7MWks12V7SnGPFaZ8t173ECm/4sW1zT2mwkgw+wxRN/QZTMmnW7HVTaUWfZIvxucuKZsu7rPRuOz26MunsFaL8B0EQBLkQCiYIlsDzqt+1nTS8IS3fceZqpCZYbUbO77TNbF6ldPQ6oWCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMiFqGCCIAiCXIgKJgiCIMgFUdWlRRTZNTIycsqOHTvyTVHQk+zcuZOxsbH7VPXUKAsnNu1lAeLbcCKTLQtZjqSCuRHYDNy+jOkLjh8eBTykqk+IsnDC0yoLEN+GE5yOspBlyRVMEARBEBwJYYMJgiAIciEqmCAIgiAXooIJgiAIciEqmCAIgiAXooIJgiAIciEqmCAIgiAXooIJgiAIciEqmCAIgiAXeq6CEZH/LCI7M39NEblERH4sIo9ti/smEXn/Eu97tYic7/tfFJHRnLIQLBOLlIXzReQWEal43EeKyJ0ism6J975LRDb5/jfzzEewPIjxDRG5pC3sN0XkayLyMxHZ4GHr/fiMJd43vg050fMj+UXk1cBLgIuAXwLeAvwn4GTgWuB8Vd2/hPtcDbxRVW/IL7VBnrSXBVVtisjfAbtU9a9E5EvAR1T140u8111Y2Xk4vxQHy42InAd8CngCUAJuBH4FuBR4lKq+2hudd6nqO5Z4z6uJb0Mu9JyCaUdEzgb+HHipqjZV9UvAA8DLgP8NvDVbuYjIoIh8QUR+ICI/FJHf6nLf9tbry0TkJo//MQ/bLCKfEZHr/e8Zeec1ODzZsuDB/x14lYj8MVDqVrmIyDYRudbVzw9F5Fld4ky07f+JiNzs5eGvPeyRIvIlEfmeiPyHiDw6l0wGi6KqPwT+DfgTrDx8VFXvwL4HTxWRPwSeCfyv7LXxbVgFVLUn/4AycAPwW5nwk4FdwFULXHcp8IG24xHfXo21WAHuAjYBjwFuAzZ5+AbfXgY80/dPB3602r/Hify3UFnwc68BGsA5C1z7BuAtvl8EhtvLgO9P+PYS4JvAQKY8fA04y/efAnx9tX+TE/kPGAR+AtwMVNvCfxlQ4NkLXBffhhX+Ky1aA60efwHcoqqfaA9U1ftF5OvA5xe47mbg3SLyTuDzqvofh3nGLwCfUu8mUdV9Hn4xcK6IpHjrRGRIVSe63CPIn65lwbkE2AOci310slwP/JOIlIHLVXXnYZ5zMfAhVZ0CKw8iMgQ8HfhUW3moHlUugmVBVSdF5BNYw2C27dQlWA/HecBXulwa34YVpicrGBG5EGttPHGBKE3/OwRVvU1Engg8B/hLEfmaqr7tCJNQAJ6qqjNHeF2wzByuLIjI84ARrOX6WRH591Q5JFT1WhH5T8BzgQ+LyHtU9aNHkIQCcEBVdxxdDoKc6PgGiMgO4NnAU4FviMi/qOoD7RfEt2Hl6TkbjIisBz4EvExVx4/i+pOBKVX9f8C7WLiSAvg68JsistGv3eDhXwZe33bPHUeajuDYOVxZEJF+4D3A76vqzcDnMAeQ7D22A3tU9QPAP3L48vAV4JUiMuDXblDVg8DPROQ3PUxE5PHHnrtguRCTE+8D/lBV78H+77vZYOLbsML0ooJ5LbAFeF+bDAV4xwJdJFkeC7xLRJpADfi9hSKq6i0i8nbgGhFpYB4prwD+K/C3InIT9htd6+kKVpYFywLweOCzqnqrh70V+IGIfFhVf9oW90LgTSJSAyYwB5GuqOqX/INxg4jMAV/EHAle4mn4U8we9C/AD445d8Fy8SrgHlVN3WJ/hzUULlDVa9rixbdhhel5N+UgCILg+KTnusiCIAiCtUFUMEEQBEEuRAUTBEEQ5EJUMEEQBEEuRAUTBEEQ5EJUMEEQBEEuRAUTBEEQ5ML/B7He9EricxSmAAAAAElFTkSuQmCC\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig_phase = plot_3D_volume_slices(\n",
+ "# np.flip(ramp,axis=2),\n",
+ "# np.flip(zero_origin_phase,axis=2),\n",
+ "# np.flip(np.angle(re_new_obj),axis=2),\n",
+ " np.flip(np.angle(re_new_obj)*support_clean,axis=2), \n",
+ "# np.flip(amp_clean,axis=2),\n",
+ " show_cbar=True,\n",
+ "# vmin=-np.pi, vmax=np.pi, \n",
+ " vmin=-phase_range, vmax=phase_range, \n",
+ " figsize=(7,7),\n",
+ " data_stacking='vertical', cbar_title = f'Phase ({hklstr}) (rad)', \n",
+ "# titles=[f'Ratio 1:{div}, ramp', f'Ratio 1:{div}, before apo', f'Ratio 1:{div}, after apo', 'clean'], \n",
+ " return_fig=True\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "fig_phase_exp = plot_3D_volume_slices(\n",
+ " disp_exp_crop*support_exp_crop, show_cbar=True,\n",
+ " vmin=-np.pi/12, vmax=np.pi/12, figsize=(7,7),\n",
+ " data_stacking='vertical', cbar_title = f'Phase ({hklstr}) (rad)',\n",
+ " titles=['Exp.'], return_fig=True\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "fig_strain_exp = plot_3D_volume_slices(\n",
+ " strain_020_exp*support_exp_crop, show_cbar=True, cmap='cet_CET_D13',\n",
+ " vmin=-5e-4, vmax=5e-4, figsize=(7,7),\n",
+ " data_stacking='vertical', cbar_title = f'Phase ({hklstr}) (rad)',\n",
+ " titles=['Exp.'], return_fig=True\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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4+G8BuM3L9XMAL15oZVhg76Fdum/093ATzMHwmXuZ7wtg3qL3ALjUw94B4Dd8vxvWoG6CfTwcM9MzbJWmhx/jaWzyNLvm6e/4QJbhGgC3+Lv6NwD9BS7DZ2Gmp0n/O/i96erUAivDp/w93AzgKmQa6qLkH8A5sK72m9FsC+KDe87vgFNyEkIIIQXikLIxzzciciOsO3fTwc4LOeAcB2CLqp4OsC6QZn1gXVj05H4b9gdsmKdn5cDAwNoNGzbMx1APsoDYuHEjhoeHs0GsC4uYpD6wLixiWvw2zDtsmKdn04YNG9Zed911Bzsf5ABz3nnn4frrr88qItaFRUxSH1gXFjEtfhvmncU0wQghhBBSeNgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWicrAzQAghpFi88r8mcsefPr/zIOVkcULFTAghhBQIKmZCFglfvN1U0JcesOM77t0BAOh49EkAgI7sthPVqm0r9vMgHR12XPafi5LYVuy7Xru67LKhfgDAYWuWAgDOWWvXvXjdOADgtHV981gaMp/cv2UbAKBat3f84iO7AQAfvc3qwlnveAgAIHv2tLxeeyx+dcUAAKB/WS8A4IhBU9qH9VpduexcNjmzgYqZEEIIKRD8fCHkEOeuLY8CAI7sGwQAHO8q5pHlpmB3TdQAAJVK2S4YHbOt1m3ryrihlF1Bq2+rS0wddQ/ads0S+1lZ0aUAgJ2Tdv2mzTsBAMetWjo/BSPzxqbxzQCAVR1WJ47pXwEAOGrQ3vHGAQvvmJy0C2req+K9KPW+HgBAZ78p58FeCx/otDpz2pDVhR/cPwoAeOb6nv1TkEMEKmZCCCGkQFAxE3KI8Zoffx4AcPbQEQCAY3oGAQDH9ZpK2TBkyni8ZrbhO3uXAQC27FoCABgdMVu0TroqqpvagSvqUodtu3tMTa10dbR2iYU/ZcBU0uE9psSXdtT9clNbt2x+EABw6qoj97WoZB/5yeP3AQD6y9aLUlV718t77N2fscLe8ZPrBwEAjy0xRVwbt/NSNm3Xt8SuX95n8Ye6LbzsvSy7q5butnFqwdnAp0QIIYQUCCpmQg4RLrjuIwCAEwZWAwAeGjOb7lDFVM5kl3lHH93v6qhuamZVtyndreO23TFh8UcmTeXUNH+fPv/V6Ouw65db9IZNeUWXKeU1oZg7TV3tqZt9cbhm+fjWw3cAAO7eYx7Bb3jKr8y90GSfWFk2L+oa7B2Nq/WWlEvWu3HGMvfI96binkHzvN82lq8UUScGuqxOdLm7QkWQxLPr7np8FwDghMOXzEMpDj2omAkhhJACQcVMyALnBdd8CABw1JKVAICt4yMAgIp7U4/VTQ3tdqU61GWK+UQTS1jjY0xHqiZvxmu2HfNtNUzMrn4qJc0dhwrqq5gtudePezpMMdfF7jtSMxW2fXLM82PqLBT939x6NQDgf53y/Lk+AjJHbn3E6khZrC70xFB1sboyqfau1vTZu+qrWLwTlpoUHp6wOrO7mpfEFXF/gkTyVd3B/57d5dz2hMP3vSyHIlTMhBBCSIGgYiZkgbOix8YFb3Gbcm/FvK1DMU/6eOSt1T0ebiqn122//WEQVJ/JS/Pf63UkhkKnBFPG4ioJfqxiSrmqth2rmzIed+Ve9fyM+nGH5/PcIfPSvuGxewAAZ68+doaSk73lhidNAa91P4ATB20brzre2aQr6F73Tzi+26R1rW7biaq9u4l69K60ritPjFq824atydk6Pj/lOFShYiaEEEIKBBUzIQuUF1//MQDA7glTwj0dZqsd6jLP2W6flSkUath2g+6SyZZQ1mXJf6fXYuYvJz1fafNdX0X+ukgn8tHj+aqIzRQ25Ple2zkIANg51tsyXTJ/7JgwZTvYkX+HE96LMVI3G/NY0ssRdaXPxz13l623pbfDjkteJ0reK4O6hY/XOv16C67mqwhJoGImhBBCCgQVMyELjJd+93IAwPD47lx4lyvRvsTGHGpnl3tBp+onpZoo5TR+u21HKVHUyfnukufP1VZfyeyUva6cnxgx5fzgiMX74Y2m2l5/eoylJfNNeNiHn0DVZ3nbUbXelV1VqzOhnBvXtXm30RsSM4kNVWy2ucN6TCqv63V/BmrCaeHTIYQQQgoEFXPBec+P7UvVp57Fii77sj1miXlRru61L9oJsXGJEw2bkH35dpXsCzXsg51i6kPUwtW3NfemnKyVcsfj7m1ZcxHVzusyxr5u9blwnxy34x2T7q3p16/rtXxd9FSqoLnyup98EQAw7iv7xDtNbcuhVjoSxRyqJ1U/QcSr1vM24ZSGSnJ11FBLpUru/JJKZ+448ru0bIq+C6amto7Z8b277fr7R3z8da3l7ck8MGw/G9jtf581/x0I/4BRr2PbXTnvruZ7W4KGci7llfMSr4O7O+26I+wV4+gl0eSw6ZkOKmZCCCGkQPCzpWC88N9tPuHjfY7a05aZwozxhmt6bTvQbV+yD0/YPMMxL3J84bazC4aqaXzZuqrpTsK7QgV15BV3eF1WxMJDeVfrYd901eRKPb6k48t8t4u1D/zUdtb1Wj5fdlLnbB7PouR/3vKN3PFQV19uGzblgQ5ToP2JUm0oYLS2HU8mXtMNhV1rrawbSrmeV8pVv2+opUm/b/T2dHudiV6b8apdty3pZdlsfwKNubr/9HrLx2Xn8udqvignkkxjdjcks8W5Ug7/hKgTMynnqAPp79Hx3qszwFWmpoVPhxBCCCkQ/AQtCGd86EkAwNIhUz0x1+yx/aaQ1w/YaiwPjJtC/tmOHQCaSvmR0WEAwDafJ3lP1cao1up2fTmxNXeVO1oeh9qK44aSLufV0aDbNVd2mEftum6bfeqwXpuAubeh4uy+m8fsPo+Pxhe5le/xMVNJV95mX+QXnkzlHPzjHdfnjpd39uW2oU6m9IaUW/9Zp7bjydT2nKihcZ/bOu19aSjrkr9Ev12lns9HOxt19LKEP0PM0R3zLg+Pm3zbPOIzh01GOvy5mi/C12Ntb36t7PHJ1rOz7U68s+N3pZ1y3lEypRz+DhF+Yo/dp7tMH5PpoGImhBBCCgQ/QYtC1VficWPPgAvHw3vsC/WRiR0AgNtHTFlv8dmedkzmbThBfNFOuOqpVVtPThuKORR1p3/JxpjYzlIcd3i+TNHHl3R8CQ/VTEEPlu3Lus+Vcnh1h4dtqKLdo7YNu2Ks5btps/UAHLdqacv8Lga+9+gvAACrw8u6ku9FaDf+OCW1GbezMYeSDjWUKuU4n143RSm7zXmyjYpqzhyW9/gfq+XryB5fzmr7bp99ascev44zgs0XMbpjTZ894y1V+7uL35XRZMavtBcleldq2tp1vuz+BOOuxGN2t4hfbj24gzhUzIQQQkiBoGI+yDzj0tsBALLMbbOd9qUZCrKj7F+s1dZe1qmaCptw2HjD1pzanNN5kIM4n+rrSptZnToS9VZHqpZ87d7wzPWZhgY929V6/tM57I73PWE286MPG2iZz0OZdZ3LAAADPt532NdRbjcjV8NmnCjfdMaveIfVWmsv7NRu2FDO9Xr+el99Ks53JzbldrblUMzauD6vmMdDMbtNeXzU0i+P5Of4JvtOrKHd5Yp20y7zXYm6ko5bnlJXXPmOz6Cca9qVSzf9fSCtoWImhBBCCgQV80FGe8z2or7O6ZKuUMJ2PhZp6WvMPWvx07GmMW4wbEN9/sU7UvUZeKp5BR1qp5aopXaEzagdzS/puufb0ut023V32b7Q+zvU48f6rZpL5/FRK/iyrsVnhPqwzw19xjKz4y+LOtHhqgS2DdUxqW4Tjl4OP97t6mRXm9maGgo48bJOz8e20bvim3Ksv+yf9amXdztiDHys71zTuD7ua9sJD9BRy39plIp5volnHWtnb5k023JaZxq25OhNmVI3aslxuiJZOXeeinl2UDETQgghBYKK+SBTP3wIANDfZ+poqDtsyK4s3QY7WDYVtbor5s62V5fOf9wYd+je0bvcBh0KenjSrhtpKOe8J25KqpRTj+C4X8ytG+qtp2LbsJH3VmL+4yiXbcMr++E9pdy2v2L3PW1dy2wdkoRyvHmH1YW1PfYsDuvxFXs67JnGikC9Ys88nvVo3d5pum5yEIq24S/gnSTxTkdmULxBQyXNMn5aZ5JOkgZR/kmvI6Vxr5PjE7O6D5k9w5P2TmJMeZAq5Zn8BmYirSuhqOP3jbSGipkQQggpEDMqZjFj4S0e9z4Ar1LVHdPE3wBgjap+zY9/A8BJqvqe2WRIRE4E8HEAZwC4VFX/vk28NwJ4M4BjAaxU1Sc9XAD8bwAXANgD4CJV/fls7n0wGFhqtt+l3fblOtAZtlX7ohwet/DlPTaGc617bS+rmDoaqZuqGEnsiqGY+z08ZuKpJDN9NZVzxbf5+ZHLyRy47bw0Q7GP1O1+verjnxtzb+dtzSOu+sbcC/vuYTu+Z5uVZ9I9hxfTWry3b7ftQFd4K+fHgg90+OpMnd4L4RMed7ti7kk+s2vl9B3le1narascNJR1IpaiF2Wm8dTp+bAxp1qpIvltqZT4F9Rpl5xvGjZmV8zdycpgjXgzetrnV6VKe2tm8k0hrZmNYh5V1Q2qegqAbQD+aIb4G2CNIgBAVa+abaPsbAPwJgAtG+QM3wfwPAAPJOHnAzje/70OwIfmcG9CCCHkoDJXG/MPATwVAETkLJgy7QYwCuBimKJ+B4AeETkHwLsB9AA4U1XfKCLrAVwOYAWALQAuVtUHszdQ1ScAPCEivz5dRlT1Rs9Heuo3AXxSVRXADSIyKCKrVfWxOZb1gLDS3a+XulKO8b5PxuorO+38KrcJLesKe6PPVe3jEGPGrd1lU8DDNVPI3ZN5pdzYVvPHI43ZmWJ95jbjEt2GHDaoGO/YmFPb7xdKeUXFFG9HY/7m/GpTO9yM+LjPi7zjERu/XNmy1U78zikt83Eosm08PNYjJNayjrHt9fx5X+O25L0PXf7uOsR7KdzjNl05LF0/eaxk7zJ6UZp2Rr9P8vk+05j2VHU1Vibzv9WJZE3vsDf2dVh4j2+3dcTUYlRd8038zojkPfQ7kh6y1A8hlHHamxJ1J/3dKLerEzSiTsusH4+IlAE8F8BVHnQngGep6ukA3gbg71R1wvc/5yr7c0ky/wzgE6r6VACfBvBPc8msiHxNRNbMEG0tgIcyxw97GCGEEFJ4ZqOYe0RkI6xxuwPA1R4+AOATInI8zGw0G2PgLwP4b77/KQDvm0tmVfWCmWMtLFb32bfRKnO6xoO7fGUdnx54wMc1L/dtzAh2eI+piDW+XdZtr3KoErbdvB2w3UxdKRGvMXtUm3mS43xjVqnJfPqxzvNSV/SVUpenF3Nkl3Ll3bEnWft3lvNBH0rU3FO9IvlVlkI5V9z22u+KstsnHO5y9dLZWAO77OFuP9T82tvpO4x1lWO1qGo5fef5d9FYsztWIIv1mX0bdaAnwmPt7hjHnMz25u4VjbH7Qx7wSI9PD9exePwMDhSVxitwX496m7W3/V1HT1m846gTXf7u0nHN7aBX9uyYtY0ZwFGwX4iwMb8TwLVue34xrEu7CDwC4IjM8ToPI4QQQgrPrG3MqrpHRN4E4Msi8kGYYo4G76JM1F0AlrRJ5gcALoSp5VcC+O5cMzwLrgLwRhG5EsAzAAwX1b4MAJeda6/gYzeZstz4pH1JPrw9P3ZzoNdtzX32iXrMUtuGrfYoVyGH9di2N95smzc80yxNQVVae2W2G/cctqf+SVM7A2X7Xlvqn4Bht9zqk3E/tNNt1TvMNi3+5T15+PJZ5e9Q4hmr8rbUR7zXJJ7ZWDK3dPQ+xAxaNbfdVjRva+4r5d9hqKCYLa6dx227mcHardHdzpbd6Vu4yqqlNubG/Om2XdbtPQF9lr/Jrq6W+SN7T1XT4/zsbfHu07W923lpp/Osp2t4p34JXF1qeubUX+gOVzcD+B1YN/S7ReRG5H/+rwVwkohsFJHfTpL4YwAXi8jNAF4F4E/Se4jI4SLyMIA/A/BWEXlYRJb6uYaNWUTe5PHWAbhZRD7mSXwNwL0ANgH4KIA3zKWMhBBCyMFkRsWsqv3J8Yszh0/J7L/Vz28D8PQkmSv83AMAnjPD/R6HNbatzmWHYf0TWjiPuTf2TEO6Ckt8SY7uMkkpO0027ekyO9vwCnsdsWpLfFuFnS6uP6zHPXVL9iU7UJ5eITfWXy0lc93Gl294Y8dMY7X8jGPpF3JjTu9kEGyMyd3tJq1RX1KotGvUthM+h3dfUSwjB45Lnm5/jlfeFvMV27Mc9s6TSqIyGnNMayhnV8x+PsYNh2dseMqntuZ2vSdhm07VUbzjUMqxwlko8Ei/r9Tp+XE7pebHZYfij3LFymPLfRz3UL/V+ccGuA7zfBProtf8Hff7u4u/69QXpd0KYo25s0utlXR6fVCmjXlaFp+HDSGEEFJgOFd2QXjtaaYOfrzF16B1L2tsNttrrLCzxwcgbnaJvLTTrhv0cdB9ldj6TGKutLtL0yvm+NKNL+XRRAnHeOVQyI31WCeTNXv9+u0dlt9xjx9jbasNtQQPt23d86k+wLFvYPHaFS882dTLFTfbs23YlF1kNNcvdtUzg7tAKObwjq7FOOaGh21+Te+GZ36tjaduOT9LVCjlUF2D3lvS617bZR+wMVrNr8Mc5Qn1FF7mYWs+ZjA8gtu5rJC58rTLzN3m8PU2R//py+wZr+mynrh23tkp6Vzak21mBAyiF6XdPO4kD58SIYQQUiComAvGR55n6uK8K31WpvWrAACTo6aeSrFK06R9kW4bs+2T3THO2bYDLke6KzHm1OVJYw1dHzPbaQErO82Ot6NqSvfR8d2W7oTZuEMRj5diTm3Lz0Q9vw3vy11VS6/t+Ei3iff63N+jS0xl1V1Kr1rCsasXPdWeQdic7x/xWdP8kQ7mhW5DecYau1WN3o10jVxX0P4uJ5PelI7kfBpeSc6H8g7FvLRsvR1d4mPXfc7vXZN5xRzELFR9FctH1OHKoIXX6vyZmi86lvUBaK77vtP9F1b1mWIeTXxH2s6d7T4ro8nqdg2bc1Lnom7ESIFxpVv2dFAxE0IIIQWCn6IF5boL7cv2Nd80Jbp9zNTH+gFTH0/ssS/Sw3rzXtk7JsLT1T1gXZ0sdWW63MeI9voX7xCWAgC2evpHefjaJdsAAD/ZlR8CHvbFmPVp6/gIgKbNOZ2HOb6UGx7DbmsecLW3vNfyNVmzgF17rLxfeNHitTGnpDbnx8fcs93HsI+7F3NMG1/1d9FOKVeitySZoSuYsspUzBpXaq2Yw9u7r+SzzonlV2M1q2reGzvGZTeVsnp+I9zyvdyrwOtPX3we+vuLI/yhHtEf44vtZfR7L8dqtzW3sxWn4bsS35PUNyXqysoO60HrgNWN7VUq5umgYiaEEEIKBBVzwbn81/K21i/ebl+oN213W7Irz+OW2JfvnTtNnTw57vMqV0JRmxw5dol7Pbvn7M3brQrctiO/utWvrDwcAPCcleYRO4nxXD7GfN3l4ZqFxxdyX2pnhE0C3lhX2ldI2mBOoeh37/EHeu26Hz04/Vy7i5mwOccscTEWdet43r/Ap0tvKOZ2nrDpPOrtlHO67ZLwyrb7x8xenWI3Fh8bO163+Huq+RnLmunHVnPHMRa/4RdB5o0Th+zvbW2vPdte763o8He3vGI9dfVk/oGoS7GNdeCjToRyDiaTUR5DvhreqM8I+MQYVwybDipmQgghpEBQMS8wXnaSfXG+LAn/8QP2xbpxu32JjvhU1sOND9kYO5r/Ur3yDlO8oyMWUSfNRvRdH1d8yS/bF/TaXp/Jy+2EoWaWVJKZvVyp/8cTls9Q8icstQwd1r8dADA0MQAgO4bV8nXZqzhmdSZizPu/3WLvLFbqOmzCVxzr8G6UNp/dtZj/HHlbcWoXTMc/hzKOGcUqyapRYVOOmcjGYtxyPT/uuonm4gcR75nre1oXgOw1Jw/aO+6vRC+Fe/LX8yuDabKimLinv7pNOupCu96YdDRGzAK3fSx69KgJp4NPhxBCCCkQVMyHCGcd1evbuV13xTWbAQDiawGXfYYx8e2Frz11r/Lz7ptMiXf7TF6nLrMv9ZtHtgAAXrp+DQDglL1KnQDAfz/VVMiX77Rn/egenw2uw+z7fR2uaEPtSF7tVMMNumHbzSvkOO5o2JQ9veh1aczRbcfRmzJZy49XTmcuqzS8x33rNugR377kRHrk7y/Cw//ae+zve6Qa2ixdRSrfixGe9z0dUYcsPFYuq6Vz8SfTF4Q/ApkdVMyEEEJIgaBiXuT89JKWC3ntM1/6jVT1mF30WJy2X+63mAmFefUmU0EPjYQHvKmUJa6cezrck9Ztuz6EvO1457Alh8ducz1lu9CHQzcU8kRiSx5J58aOedL9PqGYYzx2hTLhgDGS9FJsS2y+0ctRaaz4FR7+dtzTETZpU9B9yexxqSd/t9uYd/n5bnrcTwv/FAghhJACQcVMyCHC848zz/nv3mdrWw9P5r2iV3i8HhfAJbf71dFavZQlbMl5pZzaksNUHco4neErtTEHO8ZLuXhvPIPzox8oYobAsRne1WBHfox5jHvu9PkHOkpRmfLpx1j3rpLFK6n5wAxP5FeXI62hYiaEEEIKBBUzIYcYzzraxv+GzTlmBgulu9SVbqyX3FkJ+2FYf2Od59kp5GrDO9vCQ3XF/OgN72tXSY1xzlTKB414B2Hff8CmvMfIZMxlHzMHRnzbxjsfnQy/BQvv8N6Xis9HEPO1hyf/2ETMVGgJnf+UZGk0koOKmRBCCCkQVMyEHKKEzTmI8c6P7LE/+0FXL4d1m7oZ6MqPNR1Lvaq19Qxeqe04lHHDXpko5bBvvvlM/vwcLGLe9T++1npJQik3V/iybXcypfVIY1WofO9JdyW8uCuZs8CE14E9NWrAucCnRQghhBQIfrISskiI8c5/e4OppH5fMKxhA05mewp1NF5LbcXJKlGlvOduO2Id6becxZ+dorDKpyMf75Qk3N5pzKkdpOOfY5xyrKkdc+jXkjHqobz7KnTHng1UzIQQQkiB4KcrIYuMt55tf/ahnHdMtP4+r6ZjXOutJXF3Yo9sKGjfokalXFSiLoQHf/gDTPWon74upGtr75jMz5Me5+lXMDuomAkhhJACwc8XQhYpoZY+dpPNoZ3aA0MthTpqelfn02nanN0uGSsPud2Rq0UVn/Dg37R5JwBgrGqV4LFR2w4nM4WldSE87SNeeHl3eQvTz5ZmTlAxE0IIIQWC3zGELHJee5qNaY1xzl2l8KzN2xF3xxjWdJxykt7aXovwq8d2gywsjlu1NHe8xddtjtWgKlEHXNJFAxLK+dERe/d7JsPPwMK/8CL2mswFKmZCCCGkQFAxE0IATLUF/+yhPQCAJ0bj+922YU9Mbc2vPz3mvObc14cK0etxrSvn6C6J3pOwNXeX7XiZu+h/+nw2LfsCFTMhhBBSIPhZQwhpydOO6D3YWSAFgf4CBxYqZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCgQbZkIIIaRAsGEmhBBCCoSo6sHOQ2ERkYcHBgbWbtiw4WBnhRxgNm7ciOHh4UdUdR3AurDYydYH1oXFTfrbsD9gwzwNInIjgJUANh3svJADznEAtqjq6QDrAmnWB9aFRU/ut2F/wIaZEEIIKRC0MRNCCCEFgg0zIYQQUiDYMBNCCCEFgg0zIYQQUiDYMBNCCCEFgg0zIYQQUiDYMBNCCCEFgg0zIYQQUiDYMBcAEXmpiGxM/tVF5HwRuVNETs3E/QsR+ddZpnudiJzp+18TkcH9VAQyD8xQD84UkdtEpNPjHisi94rI0lmmfb+IrPD9H+zPcpD5Q4zvicj5mbCXi8i3ReQ+EVnmYUN+vH6W6fK3ocBw5q8CIiKvA/BKAL8K4NcAXArg2QDWAPgOgDNVdfss0rkOwCWq+tP9l1uyv8jWA1Wti8gHATysqn8nIl8H8AlV/ews07ofVm+e3H85JvsDETkFwBcAnA6gAuBGAC8E8FsAjlPV1/nH+v2q+u5Zpnkd+NtQWKiYC4aIPAXA2wC8SlXrqvp1AI8BeDWAywC8PW2URaRPRP5TRG4SkVtF5LdbpJtVTK8WkZs9/qc8bKWI/LuI/MT//cr+LitpT1oPPPivAfy+iPwPAJVWjbKIrBaR77javlVEntUizu7M/l+KyC1eF97jYceKyNdF5Gci8l0ROXG/FJLMClW9FcB/APhLWJ34pKreA/s9OFtE3gzgHAB/n17L34YFiqryX0H+AegA8FMAv52ErwHwMIBr21z3WwA+mjke8O11MJUEAPcDWAHgZAB3A1jh4ct8+xkA5/j+kQDuONjPY7H+a1cP/NwfAKgBOKHNtX8O4FLfLwNYkn3/vr/bt+cD+AGA3qQufBvA8b7/DADXHOxnstj/AegDcBeAWwB0ZcJfAEABPL/NdfxtWID/KjO23ORA8k4At6nq57KBqvqoiFwD4KttrrsFwD+IyHsBfFVVvzvNPZ4D4AvqXZqqus3DnwfgJBGJeEtFpF9Vd7dIg+xfWtYD53wAmwGcBPuhTvkJgMtFpAPAl1V14zT3eR6Aj6vqHsDqgoj0A3gmgC9k6kLXXpWCzBuqOiIin4N9VI1nTp0P61E7BcDVLS7lb8MChA1zQRCR82Bft2e0iVL3f1NQ1btF5AwAFwD4WxH5tqq+Y45ZKAE4W1XH5ngdmUemqwci8iIAAzCV9CUR+UY0qoGqfkdEng3g1wFcISL/qKqfnEMWSgB2qOqGvSsB2Y/kfgNEZAOA5wM4G8D3RORKVX0sewF/GxYmtDEXABEZAvBxAK9W1V17cf0aAHtU9d8AvB/tG3cAuAbAy0VkuV+7zMO/CeCPM2lumGs+yL4xXT0QkR4A/wjgj1T1FgBfgTkFpmkcBWCzqn4UwMcwfV24GsDFItLr1y5T1Z0A7hORl3uYiMhp+146Mp+IydcPAXizqj4I+7tvZWPmb8MChIq5GLwewGEAPpTpLgKAd7fpzkw5FcD7RaQOYBLAH7aLqKq3ici7AFwvIjWYh+dFAN4E4F9E5GZYvfiO54scONrWAwCnAfiSqt7uYW8HcJOIXKGqv8jEPQ/AX4jIJIDdMKfBlqjq1/1H9qciMgHgazAHs1d6Ht4Ks3dfCeCmfS4dmU9+H8CDqhrd1x+EfWSdq6rXZ+Lxt2EBwuFShBBCSIFgVzYhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSINgwE0IIIQWCDTMhhBBSIP4/A6h9xkpZa1wAAAAASUVORK5CYII=\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig_strain = plot_3D_volume_slices(\n",
+ " np.flip(strain_020,axis=2), show_cbar=True, cmap='cet_CET_D13',\n",
+ " vmin=-strain_range, vmax=strain_range, figsize=(7,7), \n",
+ " data_stacking='vertical', cbar_title = f'Strain ({hklstr})',\n",
+ " titles=[f'Ratio 1:{div}'], return_fig=True\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "fig_phase.savefig(f'{name}_phase_{hklstr}_nstep_{nstep}_oriented_v2.5.png', dpi=300)\n",
+ "# fig_phase_exp.savefig(f'S182_exp_phase_{hklstr}.png', dpi=300)\n",
+ "# fig_strain_exp.savefig(f'S182_exp_strain_{hklstr}.png', dpi=300)\n",
+ "fig_strain.savefig(f'{name}_strain_{hklstr}_nstep_{nstep}_iso_{isosurface}_oriented_v2.5.png', dpi=300)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Export to VTI for ParaView visualization"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "su.save_to_vti_coco(\n",
+ " f'MD_div{div}_v{version}_hkl_{hklstr}_nstep_{nstep}_iso_{isosurface}_oriented_v2.5.vti', \n",
+ " voxel_size, \n",
+ " [np.flip(amp_clean,axis=2),\n",
+ " np.flip(nan_to_zero(np.angle(re_new_obj)),axis=2), \n",
+ " np.flip(nan_to_zero(np.angle(re_new_obj))/qnorm,axis=2), \n",
+ " np.flip(nan_to_zero(strain_020), axis=2)],\n",
+ " ['amplitude', 'phase', 'displacement','strain']\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'NP_Pt_nanosculpt_div10_oriented_v2.5_minimized'"
+ ]
+ },
+ "execution_count": 28,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "name"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'020'"
+ ]
+ },
+ "execution_count": 29,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "hklstr"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.5"
+ },
+ "varInspector": {
+ "cols": {
+ "lenName": 16,
+ "lenType": 16,
+ "lenVar": 40
+ },
+ "kernels_config": {
+ "python": {
+ "delete_cmd_postfix": "",
+ "delete_cmd_prefix": "del ",
+ "library": "var_list.py",
+ "varRefreshCmd": "print(var_dic_list())"
+ },
+ "r": {
+ "delete_cmd_postfix": ") ",
+ "delete_cmd_prefix": "rm(",
+ "library": "var_list.r",
+ "varRefreshCmd": "cat(var_dic_list()) "
+ }
+ },
+ "types_to_exclude": [
+ "module",
+ "function",
+ "builtin_function_or_method",
+ "instance",
+ "_Feature"
+ ],
+ "window_display": false
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/examples/facets/tests/useless_copy_delete.ipynb b/examples/facets/tests/useless_copy_delete.ipynb
new file mode 100644
index 00000000..6a75ca8e
--- /dev/null
+++ b/examples/facets/tests/useless_copy_delete.ipynb
@@ -0,0 +1,265 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "05c2a2b9-615f-4dbc-80f6-67ac62a494ee",
+ "metadata": {},
+ "source": [
+ "# Full-circle Atomistic Comparison of ETS"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9f886a32-a447-4cb7-a681-7600afd2017a",
+ "metadata": {},
+ "source": [
+ "## Experimental data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "967b9f12-d3c4-47cf-a38d-353c561a9703",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%load_ext autoreload\n",
+ "%autoreload 2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "448042c7-fccf-4c64-be17-2cae6b72b759",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import facets_drivers\n",
+ "\n",
+ "%store -r notebook_data\n",
+ "globals().update(notebook_data)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "32f53d17-21e5-406f-8566-5517651ee222",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "local_run = False"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "759cdd3d-46fb-4376-a1cf-638ab845860b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from ewoksdask import execute_graph\n",
+ "if not local_run:\n",
+ " from ewoksdask.schedulers import slurm_scheduler\n",
+ " cluster = slurm_scheduler(account=\"staff-id01\",queue=\"gpu\", walltime=\"01:00:00\", memory=\"256GB\", cores=num_cores, job_extra_directives=[\"--gres=gpu:1\"])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "de4765e5-5219-4503-8a87-62f5d43305e5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from ewoksdask import execute_graph\n",
+ "\n",
+ "nodes = [\n",
+ " {\n",
+ " \"id\": \"read_positions\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets_bis.ReadLammpsPositions\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"display_read_figures\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets_bis.DisplayImages\",\n",
+ " },\n",
+ " #{\n",
+ " # \"id\": \"initial_scattering\",\n",
+ " # \"task_type\": \"class\",\n",
+ " # \"task_identifier\": \"facets_drivers.facets_bis.InitialScattering\",\n",
+ " #},\n",
+ " #{\n",
+ " # \"id\": \"display_initial_figures\",\n",
+ " # \"task_type\": \"class\",\n",
+ " # \"task_identifier\": \"facets_drivers.facets_bis.DisplayImages\",\n",
+ " #},\n",
+ " {\n",
+ " \"id\": \"refine_grid\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets_bis.RefineGrid\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"display_refine_figures\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets_bis.DisplayImages\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"post_process\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets_bis.PostProcessScattering\",\n",
+ " },\n",
+ " {\n",
+ " \"id\": \"display_postprocess_figures\",\n",
+ " \"task_type\": \"class\",\n",
+ " \"task_identifier\": \"facets_drivers.facets_bis.DisplayImages\",\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "links = [\n",
+ " # Read positions -> Initial Scattering\n",
+ " #{\n",
+ " # \"source\": \"read_positions\",\n",
+ " # \"target\": \"initial_scattering\",\n",
+ " # \"data_mapping\": [{\"source_output\": \"positions\", \"target_input\": \"positions\"}],\n",
+ " #},\n",
+ " # Read positions -> Refine Grid\n",
+ " {\n",
+ " \"source\": \"read_positions\",\n",
+ " \"target\": \"refine_grid\",\n",
+ " \"data_mapping\": [{\"source_output\": \"positions\", \"target_input\": \"positions\"}],\n",
+ " },\n",
+ " # Display figures from each main task\n",
+ " {\n",
+ " \"source\": \"read_positions\",\n",
+ " \"target\": \"display_read_figures\",\n",
+ " \"data_mapping\": [{\"source_output\": \"figures\", \"target_input\": \"image_data_list\"}],\n",
+ " },\n",
+ " #{\n",
+ " # \"source\": \"initial_scattering\",\n",
+ " # \"target\": \"display_initial_figures\",\n",
+ " # \"data_mapping\": [{\"source_output\": \"figures\", \"target_input\": \"image_data_list\"}],\n",
+ " #},\n",
+ " {\n",
+ " \"source\": \"refine_grid\",\n",
+ " \"target\": \"display_refine_figures\",\n",
+ " \"data_mapping\": [{\"source_output\": \"figures\", \"target_input\": \"image_data_list\"}],\n",
+ " },\n",
+ " # Refine Grid -> Post Process\n",
+ " {\n",
+ " \"source\": \"refine_grid\",\n",
+ " \"target\": \"post_process\",\n",
+ " \"data_mapping\": [\n",
+ " {\"source_output\": \"refined_q_grid\", \"target_input\": \"refined_q_grid\"},\n",
+ " {\"source_output\": \"scattered_amp\", \"target_input\": \"scattered_amp\"},\n",
+ " ],\n",
+ " },\n",
+ " # Display figures from Post Process\n",
+ " {\n",
+ " \"source\": \"post_process\",\n",
+ " \"target\": \"display_postprocess_figures\",\n",
+ " \"data_mapping\": [{\"source_output\": \"figures\", \"target_input\": \"image_data_list\"}],\n",
+ " },\n",
+ "]\n",
+ "\n",
+ "# Combine nodes and links into the final workflow structure\n",
+ "workflow = {\"graph\": {\"id\": \"simulation_analysis\"}, \"nodes\": nodes, \"links\": links}\n",
+ "\n",
+ "inputs = [\n",
+ " # Inputs for ReadLammpsPositions\n",
+ " {\"id\": \"read_positions\", \"name\": \"file_path\", \"value\": f\"{simulation_directory}/exp_minimized.xyz\"},\n",
+ " {\"id\": \"read_positions\", \"name\": \"centre\", \"value\": True},\n",
+ "\n",
+ " # Inputs for InitialScattering\n",
+ " #{\"id\": \"initial_scattering\", \"name\": \"hkl\", \"value\": hkl},\n",
+ " #{\"id\": \"initial_scattering\", \"name\": \"lattice_parameter\", \"value\": 3.92},\n",
+ " #{\"id\": \"initial_scattering\", \"name\": \"q_size\", \"value\": (200, 200, 200)},\n",
+ " #{\"id\": \"initial_scattering\", \"name\": \"step_nb\", \"value\": 400},\n",
+ "\n",
+ " # Inputs for RefineGrid\n",
+ " {\"id\": \"refine_grid\", \"name\": \"hkl\", \"value\": hkl},\n",
+ " {\"id\": \"refine_grid\", \"name\": \"initial_lattice_guess\", \"value\": 3.92e-10},\n",
+ " {\"id\": \"refine_grid\", \"name\": \"q_size\", \"value\": (200, 200, 200)},\n",
+ " {\"id\": \"refine_grid\", \"name\": \"step_nb\", \"value\": 1600},\n",
+ " {\"id\": \"refine_grid\", \"name\": \"max_iterations\", \"value\": 10},\n",
+ "\n",
+ " # Input for PostProcessScattering\n",
+ " {\"id\": \"post_process\", \"name\": \"hkl\", \"value\": hkl},\n",
+ "]\n",
+ "# issue with initial_scattering on remote cluster. no idea why. positions.copy() does not solve the issue\n",
+ "# race condition between the two pynx runs?"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fb2bc1e5-f892-414f-9110-315d32c8ba55",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%%time\n",
+ "result = execute_graph(\n",
+ " workflow,\n",
+ " inputs=inputs,\n",
+ " scheduler=None if local_run else cluster.scheduler_address,\n",
+ " outputs=[\n",
+ " {'id': 'read_positions'}, \n",
+ " {'id': 'initial_scattering'},\n",
+ " {'id': 'refine_grid'},\n",
+ " {'id': 'post_process'},\n",
+ " ],\n",
+ " merge_outputs=False,\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8ab9c11d-0573-4bcb-a10c-2d4f9a3715db",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from IPython.display import display, Image\n",
+ "[[display(Image(data=figure)) for figure in result[current][\"figures\"]] for current in result]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b67411f9-931e-40f6-ac5b-156c787e6489",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "if not local_run:\n",
+ " cluster.close()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Facets",
+ "language": "python",
+ "name": "facets"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.5"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}