{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# FFT PSF - 3D" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:40:31.856730Z", "iopub.status.busy": "2026-03-24T11:40:31.856031Z", "iopub.status.idle": "2026-03-24T11:40:35.346466Z", "shell.execute_reply": "2026-03-24T11:40:35.346000Z" } }, "outputs": [], "source": [ "from optiland.psf import FFTPSF\n", "from optiland.samples.objectives import TessarLens" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:40:35.348585Z", "iopub.status.busy": "2026-03-24T11:40:35.348320Z", "iopub.status.idle": "2026-03-24T11:40:35.503453Z", "shell.execute_reply": "2026-03-24T11:40:35.503084Z" } }, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens = TessarLens()\n", "lens.draw()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:40:35.505067Z", "iopub.status.busy": "2026-03-24T11:40:35.504771Z", "iopub.status.idle": "2026-03-24T11:40:42.399525Z", "shell.execute_reply": "2026-03-24T11:40:42.399073Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\kdani\\AppData\\Local\\Temp\\ipykernel_34228\\3122390627.py:2: UserWarning: The PSF view has a high oversampling factor (6.10). Results may be inaccurate.\n", " psf.view(projection=\"3d\", num_points=256)\n" ] }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psf = FFTPSF(lens, field=(0, 1), wavelength=0.55)\n", "psf.view(projection=\"3d\", num_points=256)" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 2 }