{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Preprocessing of REMO output for double nesting\n", "\n", "Preprocessing of REMO output data is required if you want to a parent REMO run to drive a higher-resolution double nesting run." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Accessing REMO output\n", "\n", "Preparing REMO output for preprocessing if quite easy since we alredy have one timestep per file (the `tfile`). We can speed things up if we preprocess files in parallel." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import dask\n", "import xarray as xr\n", "from dask.distributed import Client\n", "import tarfile\n", "import glob\n", "import os\n", "import pyremo as pr\n", "from pyremo.preproc import remap_remo, write_forcing_file" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2025-04-08 16:52:21,237 - distributed.scheduler - WARNING - Failed to format dashboard link, unknown value: 'JUPYTERHUB_SERVICE_PREFIX'\n" ] } ], "source": [ "client = Client(dashboard_address=\"localhost:8787\", threads_per_worker=1, n_workers=32)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we prepare the input data by extracting a tfile archive from a parent REMO run." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "tar_file_path = (\n", " \"/work/bg1439/data/remo-results/remo_results_067000/1979/e067000t197901.tar\"\n", ")\n", "destination_path = \"/scratch/g/g300046/067000/1979/\"" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "with tarfile.open(tar_file_path, \"r\") as tar:\n", " tar.extractall(path=destination_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we collect the extracted files into a list for preprocessing:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "tfiles = sorted(glob.glob(os.path.join(destination_path, \"*.nc\")))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we define some functions to handle the preprocessing. Note, that we *delay* the remap function so that we can compute them later in parallel." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def open_remo_dataset(filename):\n", " return pr.parse_dates(xr.open_dataset(filename), use_cftime=True)\n", "\n", "\n", "@dask.delayed\n", "def remap(filename, em, hm, vc, surflib, path, expid):\n", " ds = open_remo_dataset(filename)\n", " ads = remap_remo(ds, em, hm, vc, surflib, initial=True, lice=True)\n", " path = path.format(date=ds.time.item())\n", " os.makedirs(path, exist_ok=True)\n", " return write_forcing_file(ads, path=path, expid=expid)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's define some details about the input and output grids and file pathes." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "expid = \"000000\"\n", "path = \"/scratch/g/g300046/000000/{date:%Y}/{date:%m}\"\n", "\n", "vc = pr.vc.tables[\"vc_49lev_nh_pt2000\"]\n", "surflib = pr.update_meta_info(\n", " xr.open_dataset(\"/scratch/g/g300046/lib_WRC-0275_frac.nc\").squeeze(drop=True).load()\n", ")\n", "em = pr.domain_info(\"AFR-22\")\n", "hm = pr.domain_info(\"WRC-3\")\n", "\n", "afiles = [\n", " remap(\n", " tfile,\n", " em,\n", " hm,\n", " vc,\n", " surflib,\n", " path,\n", " expid,\n", " )\n", " for tfile in tfiles\n", "]" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/work/ch0636/g300046/conda_envs/pyremo/lib/python3.10/site-packages/distributed/client.py:3358: UserWarning: Sending large graph of size 10.33 MiB.\n", "This may cause some slowdown.\n", "Consider loading the data with Dask directly\n", " or using futures or delayed objects to embed the data into the graph without repetition.\n", "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n", " warnings.warn(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " dxemhm 0.81249999999998768 \n", " 0.17874999999999730 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " 6.8750000000001421E-002\n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " dxemhm 0.81249999999998768 \n", " dxemhm 0.81249999999998768 \n", " 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dyemhm 0.31250000000000644 \n", " 0.17874999999999730 \n", " 0.31250000000000644 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 0.81249999999998768 \n", " 0.17874999999999730 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.31250000000000644 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 6.8750000000001421E-002\n", " 0.31250000000000644 \n", " 0.81249999999998768 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " dyemhm 0.31250000000000644 \n", " 6.8750000000001421E-002\n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.81249999999998768 \n", " 0.17874999999999730 \n", " 0.31250000000000644 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " dxemhm 0.81249999999998768 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " dxemhm 0.81249999999998768 \n", " 0.31250000000000644 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", " dxemhm 0.81249999999998768 \n", " dyemhm 0.31250000000000644 \n", " dlamem, dphiem 0.22000000000000000 0.22000000000000000 \n", " 0.17874999999999730 \n", " 6.8750000000001421E-002\n", " 0.81249999999998768 \n", " 0.31250000000000644 \n", "CPU times: user 1min, sys: 10.7 s, total: 1min 10s\n", "Wall time: 3min 50s\n" ] } ], "source": [ "%time afiles_ = dask.compute(*afiles)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 4 }