diff --git a/docs/source/Tutorial/integ_converg/run/run.py b/docs/source/Tutorial/integ_converg/run/run.py index a518ce31..6b9d7998 100644 --- a/docs/source/Tutorial/integ_converg/run/run.py +++ b/docs/source/Tutorial/integ_converg/run/run.py @@ -73,12 +73,12 @@ # BEGIN plot ptam ir = 2 -statsdata1, statsdata2, ptamdata = pygrt.utils.read_statsfile_ptam(f"pygrtstats_{depsrc}_{deprcv}/PTAM_{ir:04d}_*/PTAM_0050_*") +statsdata1, statsdata2, ptamdata, dist = pygrt.utils.read_statsfile_ptam(f"pygrtstats_{depsrc}_{deprcv}/PTAM_{ir:04d}_*/PTAM_0050_*") srctype="DC" mtype="2" ptype="0" -fig, ax = pygrt.utils.plot_statsdata_ptam(statsdata1, statsdata2, ptamdata, dist=distarr[ir], srctype=srctype, mtype=mtype, ptype=ptype, RorI=2) +fig, ax = pygrt.utils.plot_statsdata_ptam(statsdata1, statsdata2, ptamdata, dist=dist, srctype=srctype, mtype=mtype, ptype=ptype, RorI=2) fig.savefig(f"{srctype}_{mtype}{ptype}_{depsrc}_ptam_RI.png", dpi=100) # END plot ptam @@ -99,18 +99,17 @@ static_grn = pymod.compute_static_grn(xarr, yarr, statsfile=f"static_pygrtstats_{depsrc}_{deprcv}") ir = 0 -distarr = np.sqrt(xarr**2 + yarr**2) -statsdata1, statsdata2, ptamdata = pygrt.utils.read_statsfile_ptam(f"static_pygrtstats_{depsrc}_{deprcv}/PTAM_{ir:04d}_*/PTAM") +statsdata1, statsdata2, ptamdata, dist = pygrt.utils.read_statsfile_ptam(f"static_pygrtstats_{depsrc}_{deprcv}/PTAM_{ir:04d}_*/PTAM") srctype="DC" mtype="2" ptype="0" # 只使用离散波数积分的积分变化 -fig, ax = pygrt.utils.plot_statsdata(statsdata1, dist=distarr[ir], srctype=srctype, mtype=mtype, ptype=ptype, RorI=True) +fig, ax = pygrt.utils.plot_statsdata(statsdata1, dist=dist, srctype=srctype, mtype=mtype, ptype=ptype, RorI=True) fig.savefig(f"{srctype}_{mtype}{ptype}_{depsrc}_static.png", dpi=100) # 使用了峰谷平均法的积分变化 -fig, ax = pygrt.utils.plot_statsdata_ptam(statsdata1, statsdata2, ptamdata, dist=distarr[ir], srctype=srctype, mtype=mtype, ptype=ptype, RorI=True) +fig, ax = pygrt.utils.plot_statsdata_ptam(statsdata1, statsdata2, ptamdata, dist=dist, srctype=srctype, mtype=mtype, ptype=ptype, RorI=True) fig.savefig(f"{srctype}_{mtype}{ptype}_{depsrc}_ptam_static.png", dpi=100) # END SGRN diff --git a/example/view_integ_stats/view.ipynb b/example/view_integ_stats/view.ipynb deleted file mode 100644 index 6cadb88e..00000000 --- a/example/view_integ_stats/view.ipynb +++ /dev/null @@ -1,97 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "379a533f", - "metadata": {}, - "outputs": [], - "source": [ - "import pygrt\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import glob" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "89b99900", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3.10214\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "mod = \"halfspace2\"\n", - "depsrc = \"0.10000\"\n", - "deprcv = \"0.00000\"\n", - "strdists = [p.split(\"_\")[-1] for p in glob.glob(f\"stgrtstats/{mod}_stats_{depsrc}_{deprcv}/K_*\")]\n", - "strdists.sort()\n", - "sdist = strdists[22]\n", - "print(sdist)\n", - "data = pygrt.utils.read_statsfile(f\"stgrtstats/{mod}_stats_{depsrc}_{deprcv}/K_{sdist}\")\n", - "\n", - "fig, ax = pygrt.utils.plot_statsdata(data, \"DC\", \"2\", \"w\", \"2\")\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "5958a6f6", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ptamdata = pygrt.utils.read_statsfile_ptam(f\"stgrtstats/{mod}_stats_{depsrc}_{deprcv}/PTAM_{sdist}\")\n", - "fig, ax = pygrt.utils.plot_statsdata_ptam(data, ptamdata, \"DC\", \"2\", \"3\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "pygrt-dev", - "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": 5 -} diff --git a/example/view_integ_stats/view.py b/example/view_integ_stats/view.py new file mode 100644 index 00000000..06fb0d21 --- /dev/null +++ b/example/view_integ_stats/view.py @@ -0,0 +1,14 @@ +import pygrt +import numpy as np +import matplotlib.pyplot as plt +import glob + +data = pygrt.utils.read_statsfile("stgrtstats/halfspace2_0.1_0/K") + +dist = 3 +fig, ax = pygrt.utils.plot_statsdata(data, dist, "DC", "2", "2") + + +data1, data2, ptamdata, dist = pygrt.utils.read_statsfile_ptam("stgrtstats/halfspace2_0.1_0/PTAM_0090_*/PTAM") +fig, ax = pygrt.utils.plot_statsdata_ptam(data1, data2, ptamdata, dist, "DC", "2", "2") +plt.show() diff --git a/pygrt/utils.py b/pygrt/utils.py index 691d353c..b3003daa 100755 --- a/pygrt/utils.py +++ b/pygrt/utils.py @@ -1260,12 +1260,16 @@ def read_statsfile_ptam(statsfile:str): - **data1** - `numpy.ndarray `_ 自定义类型数组,DWM或FIM过程中的积分过程数据 - **data2** - `numpy.ndarray `_ 自定义类型数组,PTAM过程中的积分过程数据 - **ptam_data** - `numpy.ndarray `_ 自定义类型数组,PTAM的峰谷位置及幅值 + - **dist** - 文件对应的震中距(km) ''' Lst = glob.glob(statsfile) if len(Lst) != 1: raise OSError(f"{statsfile} should only match one file, but {len(Lst)} matched.") statsfile = Lst[0] + # 获得震中距 + dist = float(os.path.dirname(statsfile).split("_")[-1]) + # 从文件路径命名中,获得对应的K文件路径 PTAMname = os.path.basename(statsfile) if "_" in PTAMname: # 动态解 @@ -1328,7 +1332,7 @@ def read_statsfile_ptam(statsfile:str): ] ) - return data1, data2, ptam_data + return data1, data2, ptam_data, dist