{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Importing data from legacy .dat files" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook shows you how you can import data from a legacy dataset generated with the old `qcodes.data` dataset. These are typically generated with `qcodes.loops.Loop` or `qcodes.measure.Measure`." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "from pathlib import Path\n", "\n", "from qcodes.dataset import (\n", " import_dat_file,\n", " initialise_or_create_database_at,\n", " load_or_create_experiment,\n", " plot_by_id,\n", ")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# in case it was not there already\n", "initialise_or_create_database_at(Path.cwd() / \"import_data.db\")\n", "# put the old data in a new experiment\n", "exp = load_or_create_experiment(\"old_data_loading\", sample_name=\"no_sample\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "location2d = \"./data_2018_01_17/data_002_2D_test_15_43_14\"\n", "location1d = \"./data_2018_01_17/data_001_testsweep_15_42_57\"" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 1. \n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_ids = import_dat_file(location1d, exp=exp)\n", "axs, cbaxs = plot_by_id(run_ids[0])" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 2. \n" ] }, { "data": { "image/png": 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", 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