{ "cells": [ { "metadata": {}, "cell_type": "markdown", "source": [ "# Tutorial 3: Raw Image Loading\n", "\n", "Before starting, make sure that instances of `pygid.ExpParams` and `pygid.CoordMaps` have been successfully created (see [Tutorial 1](tutorial_01_experimental_parameters.ipynb) and [Tutorial 2](tutorial_02_coordinate_maps_and_corrections.ipynb)).\n" ], "id": "942eec86c516b693" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:11.119046Z", "start_time": "2026-02-10T13:51:10.240102Z" } }, "cell_type": "code", "source": [ "from pygid.datasets import get_dataset\n", "\n", "# Download example dataset from Zenodo\n", "try:\n", " files = get_dataset(\"tutorial_03\")\n", " poni_path = files[\"poni_for_tiff\"]\n", " # several files for batch processing\n", " data_path1 = files[\"data1_tiff\"]\n", " data_path2 = files[\"data2_tiff\"]\n", " data_path3 = files[\"data3_tiff\"]\n", "except:\n", " print(\"Dataset download skipped on Read the Docs.\")" ], "id": "3f0c6fcb30a8267f", "outputs": [], "execution_count": 15 }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:11.133836Z", "start_time": "2026-02-10T13:51:11.129025Z" } }, "cell_type": "code", "source": [ "import pygid\n", "\n", "params = pygid.ExpParams(\n", " poni_path=poni_path, # path to the PONI file\n", " ai=0.01 # angle of incidence (degrees)\n", ")\n", "\n", "matrix = pygid.CoordMaps(\n", " params # pygid.ExpParams\n", ")\n" ], "id": "dab5595fcb815f37", "outputs": [], "execution_count": 16 }, { "metadata": {}, "cell_type": "markdown", "source": "After creating the `pygid.CoordMaps` instance, raw detector images can be loaded. You can provide either the path to a raw data file (or list of files) or a 2D/3D numpy array.", "id": "c41448bfb7e3b623" }, { "metadata": {}, "cell_type": "markdown", "source": "## Load Image from File (EDF, TIFF, CBF)", "id": "3ef176118c689097" }, { "metadata": {}, "cell_type": "markdown", "source": "Single file:", "id": "f7accb63ddcdc5c7" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:11.244997Z", "start_time": "2026-02-10T13:51:11.148528Z" } }, "cell_type": "code", "source": [ "analysis = pygid.Conversion(\n", " matrix=matrix, # pygid.CoordMaps\n", " path=data_path1 # path to the raw data file\n", ")\n", "print(f\"raw data shape {analysis.img_raw.shape}\")" ], "id": "a5bdbc13a4db0a5b", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw data shape (1, 2048, 2048)\n" ] } ], "execution_count": 17 }, { "metadata": {}, "cell_type": "markdown", "source": "Multiple files:", "id": "38456662625ffbac" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:11.418157Z", "start_time": "2026-02-10T13:51:11.282562Z" } }, "cell_type": "code", "source": [ "analysis = pygid.Conversion(\n", " matrix=matrix,\n", " path=[data_path1, data_path2, data_path3] # several files\n", ")\n", "print(f\"raw data shape {analysis.img_raw.shape}\")" ], "id": "844bb76b86fea227", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw data shape (3, 2048, 2048)\n" ] } ], "execution_count": 18 }, { "metadata": {}, "cell_type": "markdown", "source": "Note: If the number of images exceeds batch_size, batch processing mode activates (see [Tutorial 8](tutorial_08_batch_processing.ipynb)).", "id": "eb36054cea53afca" }, { "metadata": {}, "cell_type": "markdown", "source": [ "## Load Dataset from File (HDF5, NXS)\n", "\n", "HDF5 and NXS files can contain multiple images with internal structure.\n", "Specify the dataset path (e.g., `'measurement/eiger4m'`) and the frame number (`frame_num`):\n", "\n", "- `None` – load all images\n", "- `int` – load a single frame\n", "- `list` – load a list of frames\n", "\n", "\n" ], "id": "7e6abc1bf672edc9" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:12.165484Z", "start_time": "2026-02-10T13:51:11.426140Z" } }, "cell_type": "code", "source": [ "from pygid.datasets import get_dataset\n", "\n", "# Download example dataset from Zenodo\n", "files = get_dataset(\"tutorial_03\")\n", "poni_path = files[\"poni_for_h5\"]\n", "mask_path = files[\"mask_for_h5\"]\n", "# several files for batch processing\n", "data_path = files[\"data_h5\"]" ], "id": "b27e97e1397efd76", "outputs": [], "execution_count": 19 }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:12.192818Z", "start_time": "2026-02-10T13:51:12.180937Z" } }, "cell_type": "code", "source": [ "import pygid\n", "\n", "params = pygid.ExpParams(\n", " poni_path=poni_path, # path to the PONI file\n", " mask_path=mask_path,\n", " ai=0.01, # angle of incidence (degrees)\n", " fliplr=True,\n", " flipud=True\n", ")\n", "\n", "matrix = pygid.CoordMaps(\n", " params # pygid.ExpParams\n", ")" ], "id": "fc4797ec902294f8", "outputs": [], "execution_count": 20 }, { "metadata": {}, "cell_type": "markdown", "source": "Load all frames from the dataset:", "id": "1fa3bd31aabcc7f2" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:12.569097Z", "start_time": "2026-02-10T13:51:12.204219Z" } }, "cell_type": "code", "source": [ "analysis = pygid.Conversion(\n", " matrix=matrix, # pygid.CoordMaps\n", " path=data_path, # path to the raw data file\n", " dataset='/entry_0000/ESRF-ID10/eiger4m/data' # dataset path\n", ")\n", "print(f\"raw data shape {analysis.img_raw.shape}\")" ], "id": "dbffbaf6bf10397e", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw data shape (13, 2162, 2068)\n" ] } ], "execution_count": 21 }, { "metadata": {}, "cell_type": "markdown", "source": "Load a specific frame from the dataset:", "id": "ede2366bf0f3ed77" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:12.642241Z", "start_time": "2026-02-10T13:51:12.585614Z" } }, "cell_type": "code", "source": [ "analysis = pygid.Conversion(\n", " matrix=matrix, # pygid.CoordMaps\n", " path=data_path, # path to the raw data file\n", " dataset='/entry_0000/ESRF-ID10/eiger4m/data', # dataset path\n", " frame_num = 7,\n", ")\n", "print(f\"raw data shape {analysis.img_raw.shape}\")" ], "id": "c9bb6ee8d57720a6", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw data shape (1, 2162, 2068)\n" ] } ], "execution_count": 22 }, { "metadata": {}, "cell_type": "markdown", "source": "Load several frames from the dataset:", "id": "a2d59da27659a5ee" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:12.789045Z", "start_time": "2026-02-10T13:51:12.669907Z" } }, "cell_type": "code", "source": [ "analysis = pygid.Conversion(\n", " matrix=matrix, # pygid.CoordMaps\n", " path=data_path, # path to the raw data file\n", " dataset='/entry_0000/ESRF-ID10/eiger4m/data', # dataset path\n", " frame_num = [5,6,7],\n", ")\n", "print(f\"raw data shape {analysis.img_raw.shape}\")" ], "id": "4dc9b999a20578ff", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw data shape (3, 2162, 2068)\n" ] } ], "execution_count": 23 }, { "metadata": {}, "cell_type": "markdown", "source": [ "### Pass the Loaded Image (`numpy.array`)\n", "\n", "If the image is already loaded, pass it using the `img_raw` parameter. Supports:\n", "\n", "- 2D numpy array\n", "- 3D numpy array (axis 0 = frames)\n", "\n", "Orientation must match the mask and PONI coordinates." ], "id": "563521663e1e9dc5" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:12.906070Z", "start_time": "2026-02-10T13:51:12.796029Z" } }, "cell_type": "code", "source": [ "import h5py\n", "with h5py.File(data_path, mode='r') as root:\n", " img_raw = root['/entry_0000/ESRF-ID10/eiger4m/data'][()]" ], "id": "ebf38204a067d6c4", "outputs": [], "execution_count": 24 }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:13.155249Z", "start_time": "2026-02-10T13:51:12.923778Z" } }, "cell_type": "code", "source": [ "analysis = pygid.Conversion(\n", " matrix=matrix, # pygid.CoordMaps\n", " img_raw = img_raw\n", ")\n", "print(f\"raw data shape {analysis.img_raw.shape}\")" ], "id": "76e7ea71d5a64e15", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw data shape (13, 2162, 2068)\n" ] } ], "execution_count": 25 }, { "metadata": {}, "cell_type": "markdown", "source": [ "### Other Parameters\n", "\n", "- `average_all` / `sum_all` – average or sum all frames\n", "- `number_to_average` / `number_to_sum` – partial averaging or sum\n", "- `roi_range=[y_min, y_max, x_min, x_max]` – select region of interest (in pixels of raw image before flipping/rotation)\n" ], "id": "a4ebc86fe0bffc3f" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:13.275928Z", "start_time": "2026-02-10T13:51:13.172367Z" } }, "cell_type": "code", "source": [ "analysis = pygid.Conversion(\n", " matrix=matrix,\n", " path=data_path,\n", " dataset='/entry_0000/ESRF-ID10/eiger4m/data', # dataset path\n", " average_all=True,\n", " sum_all=False,\n", " roi_range=[0, 500, 0, 500]\n", ")\n", "print(f\"raw data shape {analysis.img_raw.shape}\")" ], "id": "817421966630be7f", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw data shape (1, 500, 500)\n" ] } ], "execution_count": 26 }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:13.932305Z", "start_time": "2026-02-10T13:51:13.308098Z" } }, "cell_type": "code", "source": [ "analysis = pygid.Conversion(\n", " matrix=matrix,\n", " path=data_path,\n", " dataset='/entry_0000/ESRF-ID10/eiger4m/data', # dataset path\n", " number_to_sum=5,\n", ")\n", "print(f\"raw data shape {analysis.img_raw.shape}\")" ], "id": "2ccad07bedc16e3b", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw data shape (3, 2162, 2068)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "D:\\PhD\\mlgid\\pygid\\pygid\\conversion.py:374: UserWarning: 3 images left, averaging them separately.\n", " warnings.warn(f\"{remaining} images left, averaging them separately.\", UserWarning)\n" ] } ], "execution_count": 27 }, { "metadata": {}, "cell_type": "markdown", "source": "After loading, images are preprocessed: masked, flipped (from `ExpParams`), and normalized using intensity correction matrices (`CoordMaps`).", "id": "5629d6b675fec0f9" }, { "metadata": {}, "cell_type": "markdown", "source": "Any other manipulations with raw data can be done using `analysis.img_raw`.", "id": "3f9876b1d91a0fa3" }, { "metadata": {}, "cell_type": "markdown", "source": [ "### Visualization of Raw Images\n", "\n", "Plot images in detector pixel positions (0,0 = direct beam).\n", "Ensure `Detector_config==3`. Orientation of PONI, mask, and raw image must match.\n", "\n", "#### Parameters\n", "\n", "- `frame_num` – frame to plot (int)\n", "- `clims` – `(vmin, vmax)` for color scale\n", "- `return_result` – return `(x, y, img)` if `True`\n", "- `plot_result` – display the plot (`True`/`False`)\n", "- `xlim`, `ylim` – axis limits, e.g., `(0, 500)`\n", "- `save_fig` – save the figure (`True`/`False`)\n", "- `path_to_save_fig` – path to save figure, default `\"img.png\"`\n" ], "id": "f31db61efcc799dc" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:16.387831Z", "start_time": "2026-02-10T13:51:13.943279Z" } }, "cell_type": "code", "source": [ "analysis = pygid.Conversion(\n", " matrix=matrix, # pygid.CoordMaps\n", " path=data_path, # path to the raw data file\n", " dataset='/entry_0000/ESRF-ID10/eiger4m/data' # dataset path\n", ")\n", "\n", "x, y, img = analysis.plot_img_raw(\n", " frame_num=7,\n", " clims=(4e2,1e5),\n", " return_result=True,\n", " plot_result=True,\n", " save_fig=False,\n", " path_to_save_fig=\"img.png\"\n", ")\n", "\n", "print(f\"x-axis shape {x.shape}\")\n", "print(f\"y-axis shape {y.shape}\")\n", "print(f\"raw image shape {img.shape}\")" ], "id": "1bd25afd45adadc5", "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "x-axis shape (2068,)\n", "y-axis shape (2162,)\n", "raw image shape (2162, 2068)\n" ] } ], "execution_count": 28 }, { "metadata": {}, "cell_type": "markdown", "source": "Plot parameters can be changed using `pygid.set_plot_defaults` function:", "id": "a0d49c96e0b0d25a" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:20.703373Z", "start_time": "2026-02-10T13:51:16.411441Z" } }, "cell_type": "code", "source": [ "analysis.set_plot_defaults(cmap = 'jet')\n", "analysis.plot_img_raw(\n", " frame_num=7,\n", " clims=(4e2,1e5),\n", " return_result=False,\n", " plot_result=True,\n", " save_fig=True,\n", " path_to_save_fig=\"img.png\"\n", ")" ], "id": "8a2ff22a0442bb46", "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO - Saved figure in D:\\PhD\\mlgid\\pygid\\docs\\tutorials\\img.png\n" ] }, { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 29 }, { "metadata": {}, "cell_type": "markdown", "source": "Full list of adjustable parameters in `set_plot_defaults`", "id": "767ec1981dc8e749" }, { "metadata": { "ExecuteTime": { "end_time": "2026-02-10T13:51:20.735055Z", "start_time": "2026-02-10T13:51:20.724186Z" } }, "cell_type": "code", "source": "help(analysis.set_plot_defaults)", "id": "5f3f57135195e778", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method set_plot_defaults in module pygid.conversion:\n", "\n", "set_plot_defaults(font_size=14, axes_titlesize=14, axes_labelsize=18, grid=False, grid_color='gray', grid_linestyle='--', grid_linewidth=0.5, xtick_labelsize=14, ytick_labelsize=14, legend_fontsize=12, legend_loc='best', legend_frameon=True, legend_borderpad=1.0, legend_borderaxespad=1.0, figure_titlesize=16, figsize=(6.4, 4.8), axes_linewidth=0.5, savefig_dpi=600, savefig_transparent=False, savefig_bbox_inches=None, savefig_pad_inches=0.1, line_linewidth=2, line_color='blue', line_linestyle='-', line_marker=None, scatter_marker='o', scatter_edgecolors='black', cmap='inferno') class method of pygid.conversion.Conversion\n", " Sets the default settings for various parts of a Matplotlib plot, including font sizes, gridlines,\n", " legend, figure properties, and line styles. The function configures the default style for future\n", " plots created with Matplotlib.\n", "\n", " Parameters:\n", " - font_size (int): Default font size for text elements (e.g., title, labels, ticks).\n", " - axes_titlesize (int): Font size for axes titles.\n", " - axes_labelsize (int): Font size for axes labels (x and y).\n", " - grid (bool): Whether or not to display gridlines (True/False).\n", " - grid_color (str): Color of the gridlines (e.g., 'gray', 'black').\n", " - grid_linestyle (str): Line style of the gridlines (e.g., '--', '-', ':').\n", " - grid_linewidth (float): Width of the gridlines.\n", " - xtick_labelsize (int): Font size for x-axis tick labels.\n", " - ytick_labelsize (int): Font size for y-axis tick labels.\n", " - legend_fontsize (int): Font size for the legend text.\n", " - legend_loc (str): Location of the legend (e.g., 'best', 'upper right', 'lower left').\n", " - legend_frameon (bool): Whether to display a frame around the legend.\n", " - legend_borderpad (float): Padding between the legend's content and the legend's frame.\n", " - legend_borderaxespad (float): Padding between the legend and axes.\n", " - figure_titlesize (int): Font size for the figure title.\n", " - figsize (tuple): Size of the figure in inches (e.g., (6, 6)).\n", " - savefig_dpi (int): DPI for saving the figure (higher DPI means better quality).\n", " - savefig_transparent (bool): Whether the saved figure should have a transparent background.\n", " - savefig_bbox_inches (str): Defines what part of the plot to save (e.g., 'tight' to crop extra whitespace).\n", " - savefig_pad_inches (float): Padding added around the figure when saving.\n", " - line_linewidth (float): Line width for plot lines.\n", " - line_color (str): Color of the plot lines (e.g., 'blue', 'red').\n", " - line_linestyle (str): Line style (e.g., '-', '--', ':').\n", " - line_marker (str): Marker style for plot lines (e.g., 'o', 'x').\n", " - scatter_marker (str): Marker style for scatter plots (e.g., 'o', 'x').\n", " - scatter_edgecolors (str): Color for the edges of scatter plot markers (e.g., 'black').\n", " - cmap (str): Image colormap\n", "\n" ] } ], "execution_count": 30 } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 5 }