{ "cells": [ { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "# Read theta array from encoder readout\n", "- Angular information (theta array) is required for accurate tomographic reconstruction.\n", "- If theta is not stored in the raw data, it is possible to simulate it as equally spaced between 0 and 180 degrees.\n", "- Alternatively, we can read the rotation stage encoder readout during the scan (beta)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### A. Load `theta` array stored in the `HDF5` dataset\n", "This is a calculated array of the ideal angles during the scan." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "h5file = \"/mnt/PETRA/SED/BEATS/IH/BEATS_first_scan-20230511T170626/BEATS_first_scan-20230511T170626.h5\"\n", "projs, _, _, theta = dxchange.read_aps_32id(h5file, exchange_rank=0, sino=(695, 705, 1))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Theta array size: \", theta.shape[:])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### B. Simulate `theta` array\n", "If `theta` is empty, we can retrieve it using the `tomopy.angles` method:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "tags": [] }, "outputs": [], "source": [ "theta_tomopy = tomopy.angles(projs.shape[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### C. Read `theta_readout` from encoder\n", "Another option is to read the angle readout from the rotation stage:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "theta_readout = dxchange.read_hdf5(h5file, '/exchange/theta_readout')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(theta, label='theta')\n", "plt.plot(theta_tomopy, label='theta tomopy')\n", "# plt.plot(1.03*theta, label='1.03*theta')\n", "plt.plot(theta_readout/180*np.pi, label='theta readout')\n", "plt.legend()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.3" } }, "nbformat": 4, "nbformat_minor": 4 }