{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# OSLO (.len) File Import Demo\n", "\n", "This notebook demonstrates how to import an OSLO (.len) file into Optiland using the `load_oslo_file` function." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from optiland.fileio import load_oslo_file\n", "from optiland import analysis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading a sample file\n", "\n", "We will load a sample OSLO file from the Optiland test suite. This file includes an explicit aperture stop (`AST`)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "╒════╤═══════════════╤═══════════╤════════════╤═════════════╤═══════════════╤═════════╤═════════════════╕\n", "│ │ Type │ Comment │ Radius │ Thickness │ Material │ Conic │ Semi-aperture │\n", "╞════╪═══════════════╪═══════════╪════════════╪═════════════╪═══════════════╪═════════╪═════════════════╡\n", "│ 0 │ Planar │ │ inf │ inf │ Air │ 0 │ 0.329883 │\n", "│ 1 │ Standard │ │ 1 │ 0.165 │ 1.5640, 55.80 │ 0 │ 0.33 │\n", "│ 2 │ Standard │ │ -0.580686 │ 0.035 │ SF5 │ 0 │ 0.33 │\n", "│ 3 │ Standard │ │ -2.31481 │ 0.002 │ Air │ 0 │ 0.33 │\n", "│ 4 │ Standard │ │ 0.3306 │ 0.172 │ F7 │ 0 │ 0.260264 │\n", "│ 5 │ Standard │ │ 0.224502 │ 0.132 │ Air │ 0 │ 0.147163 │\n", "│ 6 │ Stop - Planar │ │ inf │ 0.13 │ Air │ 0 │ 0.0601927 │\n", "│ 7 │ Standard │ │ -0.3111 │ 0.052 │ F8 │ 0 │ 0.255 │\n", "│ 8 │ Standard │ │ 1.72117 │ 0.124 │ SK16 │ 0 │ 0.255 │\n", "│ 9 │ Standard │ │ -0.387597 │ 0.002 │ Air │ 0 │ 0.255 │\n", "│ 10 │ Standard │ │ 2.62467 │ 0.083 │ SK16 │ 0 │ 0.3 │\n", "│ 11 │ Standard │ │ -0.865127 │ 0.552114 │ Air │ 0 │ 0.3 │\n", "│ 12 │ Planar │ │ inf │ nan │ Air │ 0 │ 0.364743 │\n", "╘════╧═══════════════╧═══════════╧════════════╧═════════════╧═══════════════╧═════════╧═════════════════╛\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\kdani\\Documents\\Python_Scripts\\optiland\\optiland\\fileio\\oslo\\reader\\converter.py:203: FutureWarning: The default model for AbbeMaterial will change from 'polynomial' to 'buchdahl' in v0.7.0. The 'buchdahl' model offers improved accuracy. To silence this warning, specify `model='polynomial'` explicitly if you intended to use the legacy model, or switch to `model='buchdahl'`.\n", " return AbbeMaterial(nd, vd)\n" ] } ], "source": [ "# Path to the sample OSLO file\n", "file_path = '../../../tests/test_fileio/oslo/cox3_07.len' # located in test directory\n", "\n", "# Load the lens\n", "lens = load_oslo_file(file_path)\n", "\n", "lens.set_aperture(\"EPD\", 0.2)\n", "lens.updater.image_solve()\n", "\n", "# Display lens info\n", "lens.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing the Lens\n", "\n", "We can draw the lens layout to verify the import." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = lens.draw()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analysis\n", "\n", "Generate a spot diagram to assessment performance." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "spot = analysis.SpotDiagram(lens)\n", "_ = spot.view()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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 }