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Commit 1bf9a376 authored by Tyler Thatcher's avatar Tyler Thatcher Committed by GitHub
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Merge pull request #36 from acpaquette/ipf 

Small change to update file column in dataframe.
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notebooks/Socet2ISIS.ipynb
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%% Cell type:code id: tags:
``` python
import os
import sys
from functools import singledispatch
import warnings
import pandas as pd
import numpy as np
from plio.examples import get_path
from plio.io.io_bae import read_gpf
```
%% Cell type:code id: tags:
``` python
# Reads a .atf file and outputs all of the
# .ipf, .gpf, .sup, .prj, and path to locate the
# .apf file (should be the same as all others)
def read_atf(atf_file):
with open(atf_file) as f:
files = []
ipf = []
sup = []
files_dict = []
# Grabs every PRJ, GPF, SUP, and IPF image from the ATF file
for line in f:
if line[-4:-1] == 'prj' or line[-4:-1] == 'gpf' or line[-4:-1] == 'sup' or line[-4:-1] == 'ipf' or line[-4:-1] == 'atf':
files.append(line)
files = np.array(files)
# Creates appropriate arrays for certain files in the right format
for file in files:
file = file.strip()
file = file.split(' ')
# Grabs all the IPF files
if file[1].endswith('.ipf'):
ipf.append(file[1])
# Grabs all the SUP files
if file[1].endswith('.sup'):
sup.append(file[1])
files_dict.append(file)
# Creates a dict out of file lists for GPF, PRJ, IPF, and ATF
files_dict = (dict(files_dict))
# Sets the value of IMAGE_IPF to all IPF images
files_dict['IMAGE_IPF'] = ipf
# Sets the value of IMAGE_SUP to all SUP images
files_dict['IMAGE_SUP'] = sup
# Sets the value of PATH to the path of the ATF file
files_dict['PATH'] = os.path.dirname(os.path.abspath(atf_file))
return files_dict
@singledispatch
def read_ipf(arg):
return str(arg)
@read_ipf.register(str)
def read_ipf_str(input_data):
"""
Read a socet ipf file into a pandas data frame
Parameters
----------
input_data : str
path to the an input data file
Returns
-------
df : pd.DataFrame
containing the ipf data with appropriate column names and indices
"""
# Check that the number of rows is matching the expected number
with open(input_data, 'r') as f:
for i, l in enumerate(f):
if i == 1:
cnt = int(l)
elif i == 2:
col = l
break
columns = np.genfromtxt(input_data, skip_header=2, dtype='unicode',
max_rows = 1, delimiter = ',')
# TODO: Add unicode conversion
d = [line.split() for line in open(input_data, 'r')]
d = np.hstack(np.array(d[3:]))
d = d.reshape(-1, 12)
df = pd.DataFrame(d, columns=columns)
df['ipf_file'] = pd.Series(np.full((len(df['pt_id'])), input_data), index = df.index)
file = os.path.split(os.path.splitext(input_data)[0])[1]
df['ipf_file'] = pd.Series(np.full((len(df['pt_id'])), file), index = df.index)
assert int(cnt) == len(df), 'Dataframe length {} does not match point length {}.'.format(int(cnt), len(df))
# Soft conversion of numeric types to numerics, allows str in first col for point_id
df = df.apply(pd.to_numeric, errors='ignore')
return df
@read_ipf.register(list)
def read_ipf_list(input_data_list):
"""
Read a socet ipf file into a pandas data frame
Parameters
----------
input_data_list : list
list of paths to the a set of input data files
list of paths to the a set of input data files
Returns
-------
df : pd.DataFrame
containing the ipf data with appropriate column names and indices
"""
frames = []
for input_file in input_data_list:
frames.append(read_ipf(input_file))
df = pd.concat(frames)
return df
```
%% Cell type:code id: tags:
``` python
atf_dict = read_atf(get_path('CTX_Athabasca_Middle_step0.atf'))
gpf_file = os.path.join(atf_dict['PATH'], atf_dict['GP_FILE']);
ipf_list = [os.path.join(atf_dict['PATH'], i) for i in atf_dict['IMAGE_IPF']]
gpf_df = read_gpf(gpf_file).set_index('point_id')
ipf_df = read_ipf(ipf_list).set_index('pt_id')
point_diff = ipf_df.index.difference(gpf_df.index)
if len(point_diff) != 0:
warnings.warn("The following points found in ipf files missing from gpf file: \n\n{}. \
\n\nContinuing, but these points will be missing from the control network".format(list(point_diff)))
new_df = ipf_df.merge(gpf_df, left_index=True, right_index=True)
new_df
```
%% Output
/Users/adampaquette/anaconda/envs/pysat/lib/python3.6/site-packages/ipykernel_launcher.py:12: UserWarning: The following points found in ipf files missing from gpf file:
['P03_002226_1895_XI_09N203W_15', 'P03_002226_1895_XI_09N203W_16', 'P03_002226_1895_XI_09N203W_17', 'P03_002226_1895_XI_09N203W_18', 'P03_002226_1895_XI_09N203W_19', 'P03_002226_1895_XI_09N203W_20', 'P03_002226_1895_XI_09N203W_21', 'P03_002226_1895_XI_09N203W_22', 'P03_002226_1895_XI_09N203W_24', 'P03_002226_1895_XI_09N203W_26', 'P03_002226_1895_XI_09N203W_30', 'P03_002226_1895_XI_09N203W_31', 'P03_002226_1895_XI_09N203W_32', 'P03_002226_1895_XI_09N203W_34', 'P03_002226_1895_XI_09N203W_36', 'P03_002226_1895_XI_09N203W_37', 'P03_002226_1895_XI_09N203W_44', 'P03_002226_1895_XI_09N203W_48', 'P03_002226_1895_XI_09N203W_49', 'P03_002226_1895_XI_09N203W_56', 'P03_002226_1895_XI_09N203W_57', 'P03_002226_1895_XI_09N203W_61', 'P03_002226_1895_XI_09N203W_62', 'P03_002226_1895_XI_09N203W_63', 'P03_002226_1895_XI_09N203W_65', 'P19_008344_1894_XN_09N203W_4', 'P20_008845_1894_XN_09N203W_15'].
Continuing, but these points will be missing from the control network
if sys.path[0] == '':
val fid_val no_obs l. s. \
10_8344_8845_4r 1 0 0 -2919.380615 1052.729004
10_8344_8845_4r 1 0 0 -4044.697510 1008.950928
10_8344_8845_4r 1 0 0 1700.584473 -2390.001709
10_8344_8845_4r 1 0 0 2006.141113 -2234.915283
11_8344_8845_4r 1 0 0 370.151917 2340.653076
11_8344_8845_4r 1 0 0 -761.216064 2303.787109
11_8344_8845_4r 1 0 0 4985.437988 -1070.364990
11_8344_8845_4r 1 0 0 5293.700195 -993.390625
12_8344_8845_4r 1 0 0 236.395218 984.833252
12_8344_8845_4r 1 0 0 -889.364441 966.533997
12_8344_8845_4r 1 0 0 4856.525391 -2439.154785
12_8344_8845_4r 1 0 0 5158.205566 -2295.737549
13_8344_8845_4r 1 0 0 -1431.023804 1817.888672
13_8344_8845_4r 1 0 0 -2559.871338 1777.522827
13_8344_8845_4r 1 0 0 3186.063232 -1598.743530
13_8344_8845_4r 1 0 0 3493.876221 -1493.029175
14_8344_8845_4r 1 0 0 3518.268066 2495.108643
14_8344_8845_4r 1 0 0 2385.278320 2476.032227
14_8344_8845_4r 1 0 0 8131.361816 -902.645325
14_8344_8845_4r 1 0 0 8437.115234 -842.309326
15_8344_8845_4r_mt_z 1 0 0 3522.998535 1049.406982
15_8344_8845_4r_mt_z 1 0 0 2395.869385 1038.165405
15_8344_8845_4r_mt_z 1 0 0 8142.054688 -2364.445557
15_8344_8845_4r_mt_z 1 0 0 8440.085938 -2219.049805
16_8344_8845_4r 1 0 0 1885.346313 1807.367065
16_8344_8845_4r 1 0 0 756.099792 1785.494751
16_8344_8845_4r 1 0 0 6502.070313 -1593.964233
16_8344_8845_4r 1 0 0 6805.896973 -1493.774048
17_8344_8845_2r_mt_z 1 0 0 -2015.364380 465.268188
17_8344_8845_2r_mt_z 1 0 0 -3138.269531 442.515503
... ... ... ... ... ...
P20_008845_1894_XN_09N203W_18 1 0 1 8918.806641 -1701.755249
P20_008845_1894_XN_09N203W_2 1 0 1 -2277.691406 -2240.823486
P20_008845_1894_XN_09N203W_2 1 0 0 -3389.000000 -2155.000000
P20_008845_1894_XN_09N203W_2 1 0 1 -5474.326660 842.207031
P20_008845_1894_XN_09N203W_2 1 0 0 -4613.785645 643.217224
P20_008845_1894_XN_09N203W_3 1 0 1 -1801.096436 -2078.479004
P20_008845_1894_XN_09N203W_3 1 0 0 -2913.000000 -2000.000000
P20_008845_1894_XN_09N203W_3 1 0 1 -4997.791504 1000.375854
P20_008845_1894_XN_09N203W_3 1 0 0 -4137.536133 774.480347
P20_008845_1894_XN_09N203W_4 1 0 1 -2103.971680 184.334869
P20_008845_1894_XN_09N203W_4 1 0 1 -3226.000000 167.000000
P20_008845_1894_XN_09N203W_5 1 0 1 -1813.285278 3.928788
P20_008845_1894_XN_09N203W_5 1 0 1 -2934.000000 -6.000000
P20_008845_1894_XN_09N203W_5 1 0 0 -4165.228516 2507.076660
P20_008845_1894_XN_09N203W_6 1 0 1 -2250.549072 1572.788086
P20_008845_1894_XN_09N203W_6 1 0 3 -3378.000000 1532.000000
P20_008845_1894_XN_09N203W_6 1 0 1 2367.587646 -1849.272095
P20_008845_1894_XN_09N203W_6 1 0 1 2675.137207 -1730.558105
P20_008845_1894_XN_09N203W_7 1 0 1 -2249.931396 1712.971436
P20_008845_1894_XN_09N203W_7 1 0 3 -3378.000000 1672.000000
P20_008845_1894_XN_09N203W_7 1 0 1 2367.507813 -1706.241821
P20_008845_1894_XN_09N203W_7 1 0 1 2675.892578 -1596.527100
P20_008845_1894_XN_09N203W_8 1 0 1 -1664.131104 1875.622437
P20_008845_1894_XN_09N203W_8 1 0 3 -2793.000000 1837.000000
P20_008845_1894_XN_09N203W_8 1 0 1 2953.094727 -1538.956543
P20_008845_1894_XN_09N203W_8 1 0 1 3261.290039 -1439.873169
P20_008845_1894_XN_09N203W_9 1 0 1 332.072113 -2045.152222
P20_008845_1894_XN_09N203W_9 1 0 0 -780.000000 -1953.000000
P20_008845_1894_XN_09N203W_9 1 0 0 -2866.689453 1031.006104
P20_008845_1894_XN_09N203W_9 1 0 0 -2002.366211 824.604126
sig_l sig_s res_l res_s fid_x \
10_8344_8845_4r 0.000000 0.000000 0.059914 0.930311 0.0
10_8344_8845_4r 0.000000 0.000000 0.063678 0.661294 0.0
10_8344_8845_4r 0.000000 0.000000 -0.063695 -1.055619 0.0
10_8344_8845_4r 0.000000 0.000000 0.318779 -0.585138 0.0
11_8344_8845_4r 0.000000 0.000000 -0.239226 -1.113693 0.0
11_8344_8845_4r 0.000000 0.000000 -0.247307 -0.587299 0.0
11_8344_8845_4r 0.000000 0.000000 0.239207 1.080801 0.0
11_8344_8845_4r 0.000000 0.000000 0.672877 0.626316 0.0
12_8344_8845_4r 0.000000 0.000000 0.073683 -0.237114 0.0
12_8344_8845_4r 0.000000 0.000000 -0.251753 0.008170 0.0
12_8344_8845_4r 0.000000 0.000000 0.133406 0.068024 0.0
12_8344_8845_4r 0.000000 0.000000 0.487209 0.036399 0.0
13_8344_8845_4r 0.000000 0.000000 -0.056901 -0.383259 0.0
13_8344_8845_4r 0.000000 0.000000 -0.131265 -0.305102 0.0
13_8344_8845_4r 0.000000 0.000000 0.019201 0.485372 0.0
13_8344_8845_4r 0.000000 0.000000 0.568393 0.146750 0.0
14_8344_8845_4r 0.000000 0.000000 0.268449 1.000455 0.0
14_8344_8845_4r 0.000000 0.000000 0.389532 -0.299258 0.0
14_8344_8845_4r 0.000000 0.000000 -0.469784 0.023018 0.0
14_8344_8845_4r 0.000000 0.000000 0.289877 -0.829150 0.0
15_8344_8845_4r_mt_z 0.000000 0.000000 0.466921 1.168062 0.0
15_8344_8845_4r_mt_z 0.000000 0.000000 -0.170850 0.372485 0.0
15_8344_8845_4r_mt_z 0.000000 0.000000 -0.072035 -0.832436 0.0
15_8344_8845_4r_mt_z 0.000000 0.000000 0.274030 -0.850105 0.0
16_8344_8845_4r 0.000000 0.000000 -0.028473 -0.238015 0.0
16_8344_8845_4r 0.000000 0.000000 0.165338 -0.327408 0.0
16_8344_8845_4r 0.000000 0.000000 -0.007916 0.463232 0.0
16_8344_8845_4r 0.000000 0.000000 0.328896 0.019526 0.0
17_8344_8845_2r_mt_z 0.000000 0.000000 0.010045 0.244017 0.0
17_8344_8845_2r_mt_z 0.000000 0.000000 -0.023370 -0.248643 0.0
... ... ... ... ... ...
P20_008845_1894_XN_09N203W_18 0.022017 0.022017 0.734173 -0.074947 0.0
P20_008845_1894_XN_09N203W_2 0.144273 0.144273 -0.061422 -0.263554 0.0
P20_008845_1894_XN_09N203W_2 0.000000 0.000000 -0.073150 -0.271173 0.0
P20_008845_1894_XN_09N203W_2 0.275627 0.275627 0.164525 0.349547 0.0
P20_008845_1894_XN_09N203W_2 0.091086 0.091086 0.132736 0.239899 0.0
P20_008845_1894_XN_09N203W_3 0.062058 0.062058 -0.198696 -0.105860 0.0
P20_008845_1894_XN_09N203W_3 0.000000 0.000000 -0.088180 -0.049593 0.0
P20_008845_1894_XN_09N203W_3 0.132941 0.132941 0.257260 0.117777 0.0
P20_008845_1894_XN_09N203W_3 0.185544 0.185544 0.199301 0.065777 0.0
P20_008845_1894_XN_09N203W_4 0.146920 0.146920 0.182557 -0.000683 0.0
P20_008845_1894_XN_09N203W_4 0.000000 0.000000 -0.195774 -0.000066 0.0
P20_008845_1894_XN_09N203W_5 0.019047 0.019047 -0.235171 -0.174079 0.0
P20_008845_1894_XN_09N203W_5 0.000000 0.000000 -0.049005 0.437424 0.0
P20_008845_1894_XN_09N203W_5 0.000000 0.000000 0.447100 -0.219764 0.0
P20_008845_1894_XN_09N203W_6 0.025015 0.025015 -0.146990 0.192274 0.0
P20_008845_1894_XN_09N203W_6 0.000000 0.000000 0.026541 0.063346 0.0
P20_008845_1894_XN_09N203W_6 0.025110 0.025110 -0.040890 -0.136247 0.0
P20_008845_1894_XN_09N203W_6 0.064276 0.064276 0.546035 -0.185103 0.0
P20_008845_1894_XN_09N203W_7 0.010596 0.010596 -0.102909 0.079389 0.0
P20_008845_1894_XN_09N203W_7 0.000000 0.000000 0.055623 0.013456 0.0
P20_008845_1894_XN_09N203W_7 0.047435 0.047435 -0.157931 -0.042074 0.0
P20_008845_1894_XN_09N203W_7 0.058218 0.058218 0.589561 -0.111421 0.0
P20_008845_1894_XN_09N203W_8 0.017266 0.017266 -0.239689 -0.402891 0.0
P20_008845_1894_XN_09N203W_8 0.000000 0.000000 -0.117483 -0.229337 0.0
P20_008845_1894_XN_09N203W_8 0.023364 0.023364 0.177406 0.403161 0.0
P20_008845_1894_XN_09N203W_8 0.023538 0.023538 0.575510 0.180705 0.0
P20_008845_1894_XN_09N203W_9 0.232865 0.232865 0.095817 -0.483899 0.0
P20_008845_1894_XN_09N203W_9 0.000000 0.000000 0.298743 -0.045963 0.0
P20_008845_1894_XN_09N203W_9 0.000000 0.000000 -0.038437 0.471309 0.0
P20_008845_1894_XN_09N203W_9 0.397616 0.397616 -0.141172 0.105223 0.0
... known lat_Y_North long_X_East \
10_8344_8845_4r ... 0 0.159378 2.724649
10_8344_8845_4r ... 0 0.159378 2.724649
10_8344_8845_4r ... 0 0.159378 2.724649
10_8344_8845_4r ... 0 0.159378 2.724649
11_8344_8845_4r ... 0 0.164905 2.721815
11_8344_8845_4r ... 0 0.164905 2.721815
11_8344_8845_4r ... 0 0.164905 2.721815
11_8344_8845_4r ... 0 0.164905 2.721815
12_8344_8845_4r ... 0 0.164949 2.724076
12_8344_8845_4r ... 0 0.164949 2.724076
12_8344_8845_4r ... 0 0.164949 2.724076
12_8344_8845_4r ... 0 0.164949 2.724076
13_8344_8845_4r ... 0 0.161840 2.723059
13_8344_8845_4r ... 0 0.161840 2.723059
13_8344_8845_4r ... 0 0.161840 2.723059
13_8344_8845_4r ... 0 0.161840 2.723059
14_8344_8845_4r ... 0 0.170415 2.720880
14_8344_8845_4r ... 0 0.170415 2.720880
14_8344_8845_4r ... 0 0.170415 2.720880
14_8344_8845_4r ... 0 0.170415 2.720880
15_8344_8845_4r_mt_z ... 1 0.170723 2.723266
15_8344_8845_4r_mt_z ... 1 0.170723 2.723266
15_8344_8845_4r_mt_z ... 1 0.170723 2.723266
15_8344_8845_4r_mt_z ... 1 0.170723 2.723266
16_8344_8845_4r ... 0 0.167682 2.722359
16_8344_8845_4r ... 0 0.167682 2.722359
16_8344_8845_4r ... 0 0.167682 2.722359
16_8344_8845_4r ... 0 0.167682 2.722359
17_8344_8845_2r_mt_z ... 1 0.161092 2.725426
17_8344_8845_2r_mt_z ... 1 0.161092 2.725426
... ... ... ... ...
P20_008845_1894_XN_09N203W_18 ... 0 0.171455 2.722281
P20_008845_1894_XN_09N203W_2 ... 0 0.161184 2.729925
P20_008845_1894_XN_09N203W_2 ... 0 0.161184 2.729925
P20_008845_1894_XN_09N203W_2 ... 0 0.161184 2.729925
P20_008845_1894_XN_09N203W_2 ... 0 0.161184 2.729925
P20_008845_1894_XN_09N203W_3 ... 0 0.161992 2.729563
P20_008845_1894_XN_09N203W_3 ... 0 0.161992 2.729563
P20_008845_1894_XN_09N203W_3 ... 0 0.161992 2.729563
P20_008845_1894_XN_09N203W_3 ... 0 0.161992 2.729563
P20_008845_1894_XN_09N203W_4 ... 0 0.160994 2.725912
P20_008845_1894_XN_09N203W_4 ... 0 0.160994 2.725912
P20_008845_1894_XN_09N203W_5 ... 0 0.161544 2.726149
P20_008845_1894_XN_09N203W_5 ... 0 0.161544 2.726149
P20_008845_1894_XN_09N203W_5 ... 0 0.161544 2.726149
P20_008845_1894_XN_09N203W_6 ... 0 0.160447 2.723639
P20_008845_1894_XN_09N203W_6 ... 0 0.160447 2.723639
P20_008845_1894_XN_09N203W_6 ... 0 0.160447 2.723639
P20_008845_1894_XN_09N203W_6 ... 0 0.160447 2.723639
P20_008845_1894_XN_09N203W_7 ... 0 0.160419 2.723407
P20_008845_1894_XN_09N203W_7 ... 0 0.160419 2.723407
P20_008845_1894_XN_09N203W_7 ... 0 0.160419 2.723407
P20_008845_1894_XN_09N203W_7 ... 0 0.160419 2.723407
P20_008845_1894_XN_09N203W_8 ... 0 0.161417 2.723012
P20_008845_1894_XN_09N203W_8 ... 0 0.161417 2.723012
P20_008845_1894_XN_09N203W_8 ... 0 0.161417 2.723012
P20_008845_1894_XN_09N203W_8 ... 0 0.161417 2.723012
P20_008845_1894_XN_09N203W_9 ... 0 0.165741 2.729053
P20_008845_1894_XN_09N203W_9 ... 0 0.165741 2.729053
P20_008845_1894_XN_09N203W_9 ... 0 0.165741 2.729053
P20_008845_1894_XN_09N203W_9 ... 0 0.165741 2.729053
ht sig0 sig1 sig2 res0 \
10_8344_8845_4r -2523.828227 0.0 0.0 25.000000 18.301328
10_8344_8845_4r -2523.828227 0.0 0.0 25.000000 18.301328
10_8344_8845_4r -2523.828227 0.0 0.0 25.000000 18.301328
10_8344_8845_4r -2523.828227 0.0 0.0 25.000000 18.301328
11_8344_8845_4r -2445.237027 0.0 0.0 30.000000 -22.046575
11_8344_8845_4r -2445.237027 0.0 0.0 30.000000 -22.046575
11_8344_8845_4r -2445.237027 0.0 0.0 30.000000 -22.046575
11_8344_8845_4r -2445.237027 0.0 0.0 30.000000 -22.046575
12_8344_8845_4r -2606.935163 0.0 0.0 100.000000 -7.549561
12_8344_8845_4r -2606.935163 0.0 0.0 100.000000 -7.549561
12_8344_8845_4r -2606.935163 0.0 0.0 100.000000 -7.549561
12_8344_8845_4r -2606.935163 0.0 0.0 100.000000 -7.549561
13_8344_8845_4r -2551.901554 0.0 0.0 4.536068 -1.643694
13_8344_8845_4r -2551.901554 0.0 0.0 4.536068 -1.643694
13_8344_8845_4r -2551.901554 0.0 0.0 4.536068 -1.643694
13_8344_8845_4r -2551.901554 0.0 0.0 4.536068 -1.643694
14_8344_8845_4r -2505.953426 0.0 0.0 5.000000 -50.069808
14_8344_8845_4r -2505.953426 0.0 0.0 5.000000 -50.069808
14_8344_8845_4r -2505.953426 0.0 0.0 5.000000 -50.069808
14_8344_8845_4r -2505.953426 0.0 0.0 5.000000 -50.069808
15_8344_8845_4r_mt_z -2502.470000 0.0 0.0 5.000000 -34.817656
15_8344_8845_4r_mt_z -2502.470000 0.0 0.0 5.000000 -34.817656
15_8344_8845_4r_mt_z -2502.470000 0.0 0.0 5.000000 -34.817656
15_8344_8845_4r_mt_z -2502.470000 0.0 0.0 5.000000 -34.817656
16_8344_8845_4r -2558.312931 0.0 0.0 1.707214 -29.465246
16_8344_8845_4r -2558.312931 0.0 0.0 1.707214 -29.465246
16_8344_8845_4r -2558.312931 0.0 0.0 1.707214 -29.465246
16_8344_8845_4r -2558.312931 0.0 0.0 1.707214 -29.465246
17_8344_8845_2r_mt_z -2590.130000 0.0 0.0 2.000000 -10.779830
17_8344_8845_2r_mt_z -2590.130000 0.0 0.0 2.000000 -10.779830
... ... ... ... ... ...
P20_008845_1894_XN_09N203W_18 -2514.431453 0.0 0.0 0.000000 -38.388316
P20_008845_1894_XN_09N203W_2 -2535.712262 0.0 0.0 0.000000 42.067289
P20_008845_1894_XN_09N203W_2 -2535.712262 0.0 0.0 0.000000 42.067289
P20_008845_1894_XN_09N203W_2 -2535.712262 0.0 0.0 0.000000 42.067289
P20_008845_1894_XN_09N203W_2 -2535.712262 0.0 0.0 0.000000 42.067289
P20_008845_1894_XN_09N203W_3 -2525.215515 0.0 0.0 0.000000 36.033823
P20_008845_1894_XN_09N203W_3 -2525.215515 0.0 0.0 0.000000 36.033823
P20_008845_1894_XN_09N203W_3 -2525.215515 0.0 0.0 0.000000 36.033823
P20_008845_1894_XN_09N203W_3 -2525.215515 0.0 0.0 0.000000 36.033823
P20_008845_1894_XN_09N203W_4 -2562.446851 0.0 0.0 0.000000 -7.233876
P20_008845_1894_XN_09N203W_4 -2562.446851 0.0 0.0 0.000000 -7.233876
P20_008845_1894_XN_09N203W_5 -2560.812028 0.0 0.0 0.000000 7.498790
P20_008845_1894_XN_09N203W_5 -2560.812028 0.0 0.0 0.000000 7.498790
P20_008845_1894_XN_09N203W_5 -2560.812028 0.0 0.0 0.000000 7.498790
P20_008845_1894_XN_09N203W_6 -2605.266130 0.0 0.0 0.000000 7.687475
P20_008845_1894_XN_09N203W_6 -2605.266130 0.0 0.0 0.000000 7.687475
P20_008845_1894_XN_09N203W_6 -2605.266130 0.0 0.0 0.000000 7.687475
P20_008845_1894_XN_09N203W_6 -2605.266130 0.0 0.0 0.000000 7.687475
P20_008845_1894_XN_09N203W_7 -2619.498291 0.0 0.0 0.000000 6.358447
P20_008845_1894_XN_09N203W_7 -2619.498291 0.0 0.0 0.000000 6.358447
P20_008845_1894_XN_09N203W_7 -2619.498291 0.0 0.0 0.000000 6.358447
P20_008845_1894_XN_09N203W_7 -2619.498291 0.0 0.0 0.000000 6.358447
P20_008845_1894_XN_09N203W_8 -2608.028730 0.0 0.0 0.000000 -0.219662
P20_008845_1894_XN_09N203W_8 -2608.028730 0.0 0.0 0.000000 -0.219662
P20_008845_1894_XN_09N203W_8 -2608.028730 0.0 0.0 0.000000 -0.219662
P20_008845_1894_XN_09N203W_8 -2608.028730 0.0 0.0 0.000000 -0.219662
P20_008845_1894_XN_09N203W_9 -2586.686862 0.0 0.0 0.000000 15.191825
P20_008845_1894_XN_09N203W_9 -2586.686862 0.0 0.0 0.000000 15.191825
P20_008845_1894_XN_09N203W_9 -2586.686862 0.0 0.0 0.000000 15.191825
P20_008845_1894_XN_09N203W_9 -2586.686862 0.0 0.0 0.000000 15.191825
res1 res2
10_8344_8845_4r 44.206259 416.201741
10_8344_8845_4r 44.206259 416.201741
10_8344_8845_4r 44.206259 416.201741
10_8344_8845_4r 44.206259 416.201741
11_8344_8845_4r 103.403228 173.210013
11_8344_8845_4r 103.403228 173.210013
11_8344_8845_4r 103.403228 173.210013
11_8344_8845_4r 103.403228 173.210013
12_8344_8845_4r 93.170584 180.058858
12_8344_8845_4r 93.170584 180.058858
12_8344_8845_4r 93.170584 180.058858
12_8344_8845_4r 93.170584 180.058858
13_8344_8845_4r 74.244153 319.554535
13_8344_8845_4r 74.244153 319.554535
13_8344_8845_4r 74.244153 319.554535
13_8344_8845_4r 74.244153 319.554535
14_8344_8845_4r 144.316524 -164.540707
14_8344_8845_4r 144.316524 -164.540707
14_8344_8845_4r 144.316524 -164.540707
14_8344_8845_4r 144.316524 -164.540707
15_8344_8845_4r_mt_z 145.864550 0.214023
15_8344_8845_4r_mt_z 145.864550 0.214023
15_8344_8845_4r_mt_z 145.864550 0.214023
15_8344_8845_4r_mt_z 145.864550 0.214023
16_8344_8845_4r 121.908506 19.874949
16_8344_8845_4r 121.908506 19.874949
16_8344_8845_4r 121.908506 19.874949
16_8344_8845_4r 121.908506 19.874949
17_8344_8845_2r_mt_z 38.761214 0.236077
17_8344_8845_2r_mt_z 38.761214 0.236077
... ... ...
P20_008845_1894_XN_09N203W_18 195.050373 -391.289238
P20_008845_1894_XN_09N203W_2 -12.658160 627.742625
P20_008845_1894_XN_09N203W_2 -12.658160 627.742625
P20_008845_1894_XN_09N203W_2 -12.658160 627.742625
P20_008845_1894_XN_09N203W_2 -12.658160 627.742625
P20_008845_1894_XN_09N203W_3 -4.170818 616.480181
P20_008845_1894_XN_09N203W_3 -4.170818 616.480181
P20_008845_1894_XN_09N203W_3 -4.170818 616.480181
P20_008845_1894_XN_09N203W_3 -4.170818 616.480181
P20_008845_1894_XN_09N203W_4 33.324946 574.887719
P20_008845_1894_XN_09N203W_4 33.324946 574.887719
P20_008845_1894_XN_09N203W_5 33.109007 581.149470
P20_008845_1894_XN_09N203W_5 33.109007 581.149470
P20_008845_1894_XN_09N203W_5 33.109007 581.149470
P20_008845_1894_XN_09N203W_6 59.859663 375.680663
P20_008845_1894_XN_09N203W_6 59.859663 375.680663
P20_008845_1894_XN_09N203W_6 59.859663 375.680663
P20_008845_1894_XN_09N203W_6 59.859663 375.680663
P20_008845_1894_XN_09N203W_7 61.278242 375.840988
P20_008845_1894_XN_09N203W_7 61.278242 375.840988
P20_008845_1894_XN_09N203W_7 61.278242 375.840988
P20_008845_1894_XN_09N203W_7 61.278242 375.840988
P20_008845_1894_XN_09N203W_8 71.414267 336.409684
P20_008845_1894_XN_09N203W_8 71.414267 336.409684
P20_008845_1894_XN_09N203W_8 71.414267 336.409684
P20_008845_1894_XN_09N203W_8 71.414267 336.409684
P20_008845_1894_XN_09N203W_9 22.094037 544.874936
P20_008845_1894_XN_09N203W_9 22.094037 544.874936
P20_008845_1894_XN_09N203W_9 22.094037 544.874936
P20_008845_1894_XN_09N203W_9 22.094037 544.874936
[919 rows x 23 columns]
%% Cell type:code id: tags:
``` python
```
......
plio/examples/SocetSet/P20_008845_1894_XN_09N203W.csv
+ 122
− 122
View file @ 1bf9a376
pt_id,val,fid_val,no_obs,l.,s.,sig_l,sig_s,res_l,res_s,fid_x,fid_y
1_8344_8845_4r,1,0,0,-4058.982422,-2318.0107420000004,0.0,0.0,-0.062556,-0.21471300000000001,0.0,0.0
2_8344_8845_4r,1,0,0,-3969.065186,-606.849243,0.0,0.0,0.22866,0.105249,0.0,0.0
3_8344_8845_4r_mt_z,1,0,0,-1019.7390140000001,-2300.877197,0.0,0.0,-0.025129,-0.002447,0.0,0.0
4_8344_8845_4r_mt_z,1,0,0,-1037.0991210000002,-548.180237,0.0,0.0,-0.0007559999999999999,0.227752,0.0,0.0
5_8344_8845_4r,1,0,0,2438.9841309999997,-2304.8435059999997,0.0,0.0,0.062022,-0.10997699999999999,0.0,0.0
6_8344_8845_4r,1,0,0,2397.826904,-562.432861,0.0,0.0,-0.07267799999999999,-0.056103999999999994,0.0,0.0
7_8344_8845_4r_mt_z,1,0,0,-2510.927734,-1267.364868,0.0,0.0,0.21525,-0.040427,0.0,0.0
8_8344-8845_4r_mt_z,1,0,0,840.825317,-1028.345337,0.0,0.0,-0.24192199999999997,0.382924,0.0,0.0
9_8344_8845_4r,1,0,0,-4070.962158,2465.817139,0.0,0.0,-0.140837,0.00598,0.0,0.0
10_8344_8845_4r,1,0,0,-4044.69751,1008.950928,0.0,0.0,0.063678,0.6612939999999999,0.0,0.0
11_8344_8845_4r,1,0,0,-761.216064,2303.787109,0.0,0.0,-0.24730700000000003,-0.587299,0.0,0.0
12_8344_8845_4r,1,0,0,-889.364441,966.5339970000001,0.0,0.0,-0.251753,0.00817,0.0,0.0
13_8344_8845_4r,1,0,0,-2559.871338,1777.522827,0.0,0.0,-0.13126500000000002,-0.305102,0.0,0.0
14_8344_8845_4r,1,0,0,2385.27832,2476.032227,0.0,0.0,0.389532,-0.29925799999999997,0.0,0.0
15_8344_8845_4r_mt_z,1,0,0,2395.869385,1038.165405,0.0,0.0,-0.17085,0.372485,0.0,0.0
16_8344_8845_4r,1,0,0,756.099792,1785.4947510000002,0.0,0.0,0.165338,-0.327408,0.0,0.0
17_8344_8845_2r_mt_z,1,0,0,-3138.269531,442.515503,0.0,0.0,-0.02337,-0.24864299999999998,0.0,0.0
18_8344_8845_2r,1,0,0,-1773.8649899999998,354.084259,0.0,0.0,-0.002223,-0.000684,0.0,0.0
19_8344_8845_2r_mt_z,1,0,0,-92.482826,723.305237,0.0,0.0,-0.214498,0.14519200000000002,0.0,0.0
20_8344_8845_2r_mt_z,1,0,0,1434.079712,742.064026,0.0,0.0,-0.058132,-0.171782,0.0,0.0
21_8344_8845_4r_xyz,1,0,0,-838.9910279999999,-614.524109,0.0,0.0,-0.131313,0.9971200000000001,0.0,0.0
22_8344_8845_4r_mt_z,1,0,0,-3994.073975,-2160.606445,0.0,0.0,0.21777399999999997,-0.141372,0.0,0.0
23_8344_8845_4r_mt_z,1,0,0,-3851.86499,2088.046875,0.0,0.0,-0.07844,-0.22165,0.0,0.0
24_8344_8845_4r_mt_z,1,0,0,2343.634033,-2073.817871,0.0,0.0,-0.27434400000000003,0.06779099999999999,0.0,0.0
25_8344_8845_4r_mt_z,1,0,0,2350.053711,2168.792236,0.0,0.0,-0.311081,-0.152226,0.0,0.0
26_8344_8845_4r_mt_z,1,0,0,-1844.550781,-996.0164789999999,0.0,0.0,-0.108472,0.122981,0.0,0.0
27_8344_8845_2r_mt_z,1,0,0,-1618.0053710000002,700.699158,0.0,0.0,-0.020846,0.073456,0.0,0.0
28_8344_8845_4r_mt_z,1,0,0,521.921509,-1602.4414060000001,0.0,0.0,-0.009861,0.363227,0.0,0.0
29_8344_8845_4r_mt_z,1,0,0,820.691284,1469.345459,0.0,0.0,-0.664959,-0.06624400000000001,0.0,0.0
30_8344_8845_3r_mt_z,1,0,0,-326.405365,-283.346985,0.0,0.0,-0.20681100000000002,0.180573,0.0,0.0
61_8344_8845_4r_mt_z,1,0,0,-4067.466064,-2193.302002,0.0,0.0,-0.017458,-0.229608,0.0,0.0
62_8344_8845_4r_mt_z,1,0,0,2040.637939,2052.019043,0.0,0.0,0.187054,-0.19953900000000002,0.0,0.0
63_8344_8845_4r_mt_z,1,0,0,2267.361328,-1402.6448970000001,0.0,0.0,-0.25967399999999996,-0.350489,0.0,0.0
65_8344_8845_4r_mt_z,1,0,0,-675.820618,1659.5936279999999,0.0,0.0,0.285702,-0.673177,0.0,0.0
P19_008344_1894_XN_09N203W_3,1,0,1,-3543.180176,-2052.497559,0.09999,0.09999,-0.271723,0.046268000000000004,0.0,0.0
P19_008344_1894_XN_09N203W_5,1,0,1,-3693.414551,118.131378,0.191225,0.191225,-0.007534999999999999,3e-06,0.0,0.0
P19_008344_1894_XN_09N203W_8,1,0,1,-3529.115479,1634.99353,0.010654,0.010654,-0.11299000000000001,0.190108,0.0,0.0
P19_008344_1894_XN_09N203W_9,1,0,1,-1530.085083,-2021.120728,0.025998,0.025998,-0.28780100000000003,-0.05082,0.0,0.0
P19_008344_1894_XN_09N203W_10,1,0,1,-1163.659546,-2110.94873,0.054246,0.054246,-0.209774,-0.028914999999999996,0.0,0.0
P19_008344_1894_XN_09N203W_11,1,0,1,-649.603027,-291.606293,0.144968,0.144968,0.179422,0.48035,0.0,0.0
P19_008344_1894_XN_09N203W_12,1,0,1,-1879.1154789999998,1650.314575,0.044342,0.044342,0.194544,-0.551285,0.0,0.0
P19_008344_1894_XN_09N203W_13,1,0,1,1195.076782,-2043.631714,0.081316,0.081316,-0.184309,0.153021,0.0,0.0
P19_008344_1894_XN_09N203W_14,1,0,1,1826.979736,-2180.584961,0.185789,0.185789,0.208304,-0.026378,0.0,0.0
P19_008344_1894_XN_09N203W_15,1,0,1,1833.592407,-1740.516968,0.23812199999999997,0.23812199999999997,0.652892,-0.509659,0.0,0.0
P19_008344_1894_XN_09N203W_16,1,0,1,1370.180664,-273.589996,0.11324100000000001,0.11324100000000001,0.296132,-0.060485000000000004,0.0,0.0
P19_008344_1894_XN_09N203W_17,1,0,1,1198.482544,-429.786133,0.055307,0.055307,-0.091967,0.10811400000000002,0.0,0.0
P19_008344_1894_XN_09N203W_18,1,0,1,1516.067993,1830.024048,0.009269,0.009269,-0.002093,-0.264173,0.0,0.0
P19_008344_1894_XN_09N203W_19,1,0,1,1338.967651,1679.986084,0.004901,0.004901,-0.030115,-0.306342,0.0,0.0
P19_008344_1894_XN_09N203W_20,1,0,1,1350.758423,1952.026978,0.019969999999999998,0.019969999999999998,-0.011408,-0.409686,0.0,0.0
P20_008845_1894_XN_09N203W_1,1,0,0,-3224.0,-2003.0,0.0,0.0,0.055124,0.018517,0.0,0.0
P20_008845_1894_XN_09N203W_2,1,0,0,-3389.0,-2155.0,0.0,0.0,-0.07315,-0.271173,0.0,0.0
P20_008845_1894_XN_09N203W_3,1,0,0,-2913.0,-2000.0,0.0,0.0,-0.08818,-0.049593,0.0,0.0
P20_008845_1894_XN_09N203W_4,1,0,1,-3226.0,167.0,0.0,0.0,-0.195774,-6.6e-05,0.0,0.0
P20_008845_1894_XN_09N203W_5,1,0,1,-2934.0,-6.0,0.0,0.0,-0.049005,0.437424,0.0,0.0
P20_008845_1894_XN_09N203W_6,1,0,3,-3378.0,1532.0,0.0,0.0,0.026541000000000002,0.063346,0.0,0.0
P20_008845_1894_XN_09N203W_7,1,0,3,-3378.0,1672.0,0.0,0.0,0.055623,0.013456000000000001,0.0,0.0
P20_008845_1894_XN_09N203W_8,1,0,3,-2793.0,1837.0,0.0,0.0,-0.11748299999999999,-0.22933699999999999,0.0,0.0
P20_008845_1894_XN_09N203W_9,1,0,0,-780.0,-1953.0,0.0,0.0,0.298743,-0.045963,0.0,0.0
P20_008845_1894_XN_09N203W_10,1,0,2,423.0,-1995.0,0.0,0.0,0.067585,0.401377,0.0,0.0
P20_008845_1894_XN_09N203W_11,1,0,1,-21.0,196.0,0.0,0.0,0.06955,-0.000458,0.0,0.0
P20_008845_1894_XN_09N203W_12,1,0,1,2885.0,-2124.0,0.0,0.0,0.25413600000000003,-0.273798,0.0,0.0
P20_008845_1894_XN_09N203W_13,1,0,1,2746.0,-2253.0,0.0,0.0,-0.407167,-0.176964,0.0,0.0
P20_008845_1894_XN_09N203W_14,1,0,0,2728.0,-1980.0,0.0,0.0,-0.885848,0.137668,0.0,0.0
P20_008845_1894_XN_09N203W_15,0,0,0,2942.0,58.0,0.0,0.0,0.0,0.0,0.0,0.0
P20_008845_1894_XN_09N203W_16,1,0,2,2865.0,2024.0,0.0,0.0,-0.053859000000000004,0.035981,0.0,0.0
P20_008845_1894_XN_09N203W_17,1,0,2,3175.0,1974.0,0.0,0.0,-0.064058,0.044374000000000004,0.0,0.0
P20_008845_1894_XN_09N203W_18,1,0,2,2872.0,1565.0,0.0,0.0,0.256228,0.21886,0.0,0.0
P03_002371_1888_XI_08N204W_49,1,0,1,-2629.182861,1085.034424,0.012761,0.012761,0.20840300000000003,-0.004282,0.0,0.0
P03_002371_1888_XI_08N204W_54,1,0,1,-1095.4067380000001,1127.088013,0.274421,0.274421,0.019106,-0.331897,0.0,0.0
P03_002371_1888_XI_08N204W_55,1,0,1,-941.496277,1247.825806,0.05563099999999999,0.05563099999999999,0.152919,-0.306029,0.0,0.0
P03_002371_1888_XI_08N204W_56,1,0,1,-1098.9589839999999,1441.816895,0.11484200000000001,0.11484200000000001,-0.297223,-0.308728,0.0,0.0
P03_002371_1888_XI_08N204W_63,1,0,1,119.94445800000001,1116.177612,0.023727,0.023727,-0.104057,-0.034587,0.0,0.0
P03_002371_1888_XI_08N204W_64,1,0,1,-19.255381,1270.651611,0.007022,0.007022,-0.29496999999999995,-0.13664600000000002,0.0,0.0
P03_002371_1888_XI_08N204W_65,1,0,1,-271.636139,1030.2692869999998,0.14131400000000002,0.14131400000000002,-0.007378,0.127183,0.0,0.0
P03_002371_1888_XI_08N204W_71,1,0,1,1793.756836,1419.46814,0.070811,0.070811,0.008126999999999999,-0.059650999999999996,0.0,0.0
P03_002371_1888_XI_08N204W_77,1,0,1,3770.185547,1056.4335939999999,0.051015,0.051015,-0.344149,0.7918810000000001,0.0,0.0
P01_001540_1889_XI_08N204W_3,1,0,0,-819.994568,-476.940125,0.0,0.0,-0.010086,0.238933,0.0,0.0
P01_001540_1889_XI_08N204W_4,1,0,0,-1038.7459720000002,-225.617737,0.0,0.0,-0.10251500000000001,0.293944,0.0,0.0
P01_001540_1889_XI_08N204W_5,1,0,0,-1043.086548,-229.29058799999999,0.0,0.0,-0.103618,0.22217399999999998,0.0,0.0
P01_001540_1889_XI_08N204W_6,1,0,0,-1016.6671140000001,-212.669418,0.0,0.0,0.098336,0.182504,0.0,0.0
P01_001540_1889_XI_08N204W_7,1,0,0,-1089.852539,-179.61308300000002,0.0,0.0,-0.09901499999999999,0.24748699999999998,0.0,0.0
P01_001540_1889_XI_08N204W_43,1,0,1,231.430023,1286.035034,0.179721,0.179721,0.043216000000000004,0.007601999999999999,0.0,0.0
P01_001540_1889_XI_08N204W_44,1,0,1,53.3703,1130.200195,0.035373,0.035373,-0.239021,0.05197,0.0,0.0
P01_001606_1897_XI_09N203W_20,1,0,1,-3490.634277,-1071.889893,0.074986,0.074986,-0.10951300000000001,0.027899,0.0,0.0
P01_001606_1897_XI_09N203W_21,1,0,1,-3489.029297,-1344.598267,0.117221,0.117221,0.11984000000000002,-0.07396599999999999,0.0,0.0
P01_001606_1897_XI_09N203W_26,1,0,1,-2843.921875,-1365.05249,0.066368,0.066368,0.053526,-0.129321,0.0,0.0
P01_001606_1897_XI_09N203W_27,1,0,1,-2872.278076,-1055.845581,0.044944,0.044944,0.014887000000000001,-0.175307,0.0,0.0
P01_001606_1897_XI_09N203W_32,1,0,1,-702.726318,-1309.760742,0.097152,0.097152,-0.12127,0.083388,0.0,0.0
P01_001606_1897_XI_09N203W_33,1,0,1,-425.8797,-1332.264404,0.141272,0.141272,0.27812,0.018378,0.0,0.0
P01_001606_1897_XI_09N203W_39,1,0,1,957.507324,-1314.205933,0.214219,0.214219,-0.08834600000000001,0.135983,0.0,0.0
P01_001606_1897_XI_09N203W_40,1,0,1,1286.863525,-1325.946045,0.022701,0.022701,0.025672000000000004,-0.015907,0.0,0.0
P01_001606_1897_XI_09N203W_41,1,0,1,1415.3436279999999,-1585.812134,0.062944,0.062944,0.17824700000000002,0.100219,0.0,0.0
P01_001606_1897_XI_09N203W_42,1,0,1,-713.122681,-1899.2719730000001,0.10971099999999999,0.10971099999999999,-0.24755700000000003,0.240463,0.0,0.0
P01_001606_1897_XI_09N203W_48,1,0,1,2357.769287,-1605.21167,0.142259,0.142259,-0.046652,-0.341859,0.0,0.0
P01_001606_1897_XI_09N203W_49,1,0,1,2368.67749,-1310.2536619999998,0.084816,0.084816,0.16844800000000001,-0.178884,0.0,0.0
P01_001606_1897_XI_09N203W_50,1,0,1,2938.904541,-1286.650635,0.268181,0.268181,0.22215,-0.28928200000000004,0.0,0.0
P03_002226_1895_XI_09N203W_41,1,0,1,-2964.822021,-752.72998,0.130511,0.130511,0.19989500000000002,0.18193199999999998,0.0,0.0
P03_002226_1895_XI_09N203W_42,1,0,1,-2676.941162,-549.997925,0.015522999999999999,0.015522999999999999,-0.189075,0.282047,0.0,0.0
P03_002226_1895_XI_09N203W_43,1,0,1,-2503.68457,-1243.333618,0.091619,0.091619,-0.183131,-0.034143,0.0,0.0
P03_002226_1895_XI_09N203W_46,1,0,1,-984.080139,-1301.115845,0.02843,0.02843,-0.10387,-0.014166,0.0,0.0
P03_002226_1895_XI_09N203W_47,1,0,1,-1119.626953,-926.1320800000001,0.195907,0.195907,-0.217611,0.08741499999999999,0.0,0.0
P03_002226_1895_XI_09N203W_53,1,0,1,3304.79834,-528.821411,0.090225,0.090225,-0.12703599999999998,-0.24331999999999998,0.0,0.0
P03_002226_1895_XI_09N203W_54,1,0,1,3597.587646,-608.987488,0.18746300000000002,0.18746300000000002,0.13215,-0.402642,0.0,0.0
P03_002226_1895_XI_09N203W_55,1,0,1,3277.619873,-1106.364136,0.141123,0.141123,-0.258301,-0.48746300000000004,0.0,0.0
P03_002226_1895_XI_09N203W_64,1,0,1,-1488.9279789999998,306.37027,0.141123,0.141123,0.11354000000000002,0.000408,0.0,0.0
P03_002226_1895_XI_09N203W_67,1,0,1,-1501.843384,294.863434,0.141123,0.141123,-0.038216,-0.001066,0.0,0.0
P03_002226_1895_XI_09N203W_68,1,0,1,-1487.291992,301.690338,0.141123,0.141123,-0.16136,0.000601,0.0,0.0
P03_002226_1895_XI_09N203W_71,1,0,1,-1476.8244630000002,421.30285599999996,0.141123,0.141123,0.045458,0.000436,0.0,0.0
P03_002226_1895_XI_09N203W_66,1,0,1,-1473.926636,445.16494800000004,0.141123,0.141123,-0.039173,-6.1e-05,0.0,0.0
P03_002226_1895_XI_09N203W_72,1,0,1,-1478.19104,398.059052,0.141123,0.141123,0.03951,-0.0005690000000000001,0.0,0.0
P03_002226_1895_XI_09N203W_74,1,0,1,-1463.276489,270.004364,0.141123,0.141123,0.097608,0.000572,0.0,0.0
P03_002226_1895_XI_09N203W_76,1,0,1,-1399.385376,210.815338,0.141123,0.141123,-0.021339,-0.000335,0.0,0.0
P03_002226_1895_XI_09N203W_82,1,0,1,-1110.612061,-112.804382,0.141123,0.141123,-0.179249,0.431591,0.0,0.0
P19_008344_1894_XN_09N203W_2,1,0,1,-3987.0656740000004,-1756.185791,0.141123,0.141123,0.018394,-0.141215,0.0,0.0
P19_008344_1894_XN_09N203W_7,1,0,1,-3991.17334,1967.117554,0.141123,0.141123,0.242488,-0.04689,0.0,0.0
P03_002371_1888_XI_08N204W_76,1,0,1,4066.5737299999996,1038.447998,0.141123,0.141123,-0.272976,0.9673510000000001,0.0,0.0
P03_002371_1888_XI_08N204W_78,1,0,1,4083.8732909999994,1277.689209,0.141123,0.141123,-0.328486,0.8362860000000001,0.0,0.0
P01_001606_1897_XI_09N203W_19,1,0,1,-3917.203125,-1175.195679,0.141123,0.141123,-0.022262999999999998,-0.15115599999999998,0.0,0.0
P01_001606_1897_XI_09N203W_65,1,0,1,4070.48584,-2315.9921879999997,0.141123,0.141123,-0.12137,-0.47907,0.0,0.0
P03_002226_1895_XI_09N203W_1,1,0,0,-1197.647949,-569.925598,0.0,0.0,-0.070627,0.194853,0.0,0.0
P03_002226_1895_XI_09N203W_2,1,0,0,-1241.685791,-499.006836,0.0,0.0,-0.066482,0.270447,0.0,0.0
pt_id,val,fid_val,no_obs,l.,s.,sig_l,sig_s,res_l,res_s,fid_x,fid_y,ipf_file
1_8344_8845_4r,1,0,0,-4058.982422,-2318.0107420000004,0.0,0.0,-0.062556,-0.21471300000000001,0.0,0.0,P20_008845_1894_XN_09N203W
2_8344_8845_4r,1,0,0,-3969.065186,-606.849243,0.0,0.0,0.22866,0.105249,0.0,0.0,P20_008845_1894_XN_09N203W
3_8344_8845_4r_mt_z,1,0,0,-1019.7390140000001,-2300.877197,0.0,0.0,-0.025129,-0.002447,0.0,0.0,P20_008845_1894_XN_09N203W
4_8344_8845_4r_mt_z,1,0,0,-1037.0991210000002,-548.180237,0.0,0.0,-0.0007559999999999999,0.227752,0.0,0.0,P20_008845_1894_XN_09N203W
5_8344_8845_4r,1,0,0,2438.9841309999997,-2304.8435059999997,0.0,0.0,0.062022,-0.10997699999999999,0.0,0.0,P20_008845_1894_XN_09N203W
6_8344_8845_4r,1,0,0,2397.826904,-562.432861,0.0,0.0,-0.07267799999999999,-0.056103999999999994,0.0,0.0,P20_008845_1894_XN_09N203W
7_8344_8845_4r_mt_z,1,0,0,-2510.927734,-1267.364868,0.0,0.0,0.21525,-0.040427,0.0,0.0,P20_008845_1894_XN_09N203W
8_8344-8845_4r_mt_z,1,0,0,840.825317,-1028.345337,0.0,0.0,-0.24192199999999997,0.382924,0.0,0.0,P20_008845_1894_XN_09N203W
9_8344_8845_4r,1,0,0,-4070.962158,2465.817139,0.0,0.0,-0.140837,0.00598,0.0,0.0,P20_008845_1894_XN_09N203W
10_8344_8845_4r,1,0,0,-4044.69751,1008.950928,0.0,0.0,0.063678,0.6612939999999999,0.0,0.0,P20_008845_1894_XN_09N203W
11_8344_8845_4r,1,0,0,-761.216064,2303.787109,0.0,0.0,-0.24730700000000003,-0.587299,0.0,0.0,P20_008845_1894_XN_09N203W
12_8344_8845_4r,1,0,0,-889.364441,966.5339970000001,0.0,0.0,-0.251753,0.00817,0.0,0.0,P20_008845_1894_XN_09N203W
13_8344_8845_4r,1,0,0,-2559.871338,1777.522827,0.0,0.0,-0.13126500000000002,-0.305102,0.0,0.0,P20_008845_1894_XN_09N203W
14_8344_8845_4r,1,0,0,2385.27832,2476.032227,0.0,0.0,0.389532,-0.29925799999999997,0.0,0.0,P20_008845_1894_XN_09N203W
15_8344_8845_4r_mt_z,1,0,0,2395.869385,1038.165405,0.0,0.0,-0.17085,0.372485,0.0,0.0,P20_008845_1894_XN_09N203W
16_8344_8845_4r,1,0,0,756.099792,1785.4947510000002,0.0,0.0,0.165338,-0.327408,0.0,0.0,P20_008845_1894_XN_09N203W
17_8344_8845_2r_mt_z,1,0,0,-3138.269531,442.515503,0.0,0.0,-0.02337,-0.24864299999999998,0.0,0.0,P20_008845_1894_XN_09N203W
18_8344_8845_2r,1,0,0,-1773.8649899999998,354.084259,0.0,0.0,-0.002223,-0.000684,0.0,0.0,P20_008845_1894_XN_09N203W
19_8344_8845_2r_mt_z,1,0,0,-92.482826,723.305237,0.0,0.0,-0.214498,0.14519200000000002,0.0,0.0,P20_008845_1894_XN_09N203W
20_8344_8845_2r_mt_z,1,0,0,1434.079712,742.064026,0.0,0.0,-0.058132,-0.171782,0.0,0.0,P20_008845_1894_XN_09N203W
21_8344_8845_4r_xyz,1,0,0,-838.9910279999999,-614.524109,0.0,0.0,-0.131313,0.9971200000000001,0.0,0.0,P20_008845_1894_XN_09N203W
22_8344_8845_4r_mt_z,1,0,0,-3994.073975,-2160.606445,0.0,0.0,0.21777399999999997,-0.141372,0.0,0.0,P20_008845_1894_XN_09N203W
23_8344_8845_4r_mt_z,1,0,0,-3851.86499,2088.046875,0.0,0.0,-0.07844,-0.22165,0.0,0.0,P20_008845_1894_XN_09N203W
24_8344_8845_4r_mt_z,1,0,0,2343.634033,-2073.817871,0.0,0.0,-0.27434400000000003,0.06779099999999999,0.0,0.0,P20_008845_1894_XN_09N203W
25_8344_8845_4r_mt_z,1,0,0,2350.053711,2168.792236,0.0,0.0,-0.311081,-0.152226,0.0,0.0,P20_008845_1894_XN_09N203W
26_8344_8845_4r_mt_z,1,0,0,-1844.550781,-996.0164789999999,0.0,0.0,-0.108472,0.122981,0.0,0.0,P20_008845_1894_XN_09N203W
27_8344_8845_2r_mt_z,1,0,0,-1618.0053710000002,700.699158,0.0,0.0,-0.020846,0.073456,0.0,0.0,P20_008845_1894_XN_09N203W
28_8344_8845_4r_mt_z,1,0,0,521.921509,-1602.4414060000001,0.0,0.0,-0.009861,0.363227,0.0,0.0,P20_008845_1894_XN_09N203W
29_8344_8845_4r_mt_z,1,0,0,820.691284,1469.345459,0.0,0.0,-0.664959,-0.06624400000000001,0.0,0.0,P20_008845_1894_XN_09N203W
30_8344_8845_3r_mt_z,1,0,0,-326.405365,-283.346985,0.0,0.0,-0.20681100000000002,0.180573,0.0,0.0,P20_008845_1894_XN_09N203W
61_8344_8845_4r_mt_z,1,0,0,-4067.466064,-2193.302002,0.0,0.0,-0.017458,-0.229608,0.0,0.0,P20_008845_1894_XN_09N203W
62_8344_8845_4r_mt_z,1,0,0,2040.637939,2052.019043,0.0,0.0,0.187054,-0.19953900000000002,0.0,0.0,P20_008845_1894_XN_09N203W
63_8344_8845_4r_mt_z,1,0,0,2267.361328,-1402.6448970000001,0.0,0.0,-0.25967399999999996,-0.350489,0.0,0.0,P20_008845_1894_XN_09N203W
65_8344_8845_4r_mt_z,1,0,0,-675.820618,1659.5936279999999,0.0,0.0,0.285702,-0.673177,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_3,1,0,1,-3543.180176,-2052.497559,0.09999,0.09999,-0.271723,0.046268000000000004,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_5,1,0,1,-3693.414551,118.131378,0.191225,0.191225,-0.007534999999999999,3e-06,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_8,1,0,1,-3529.115479,1634.99353,0.010654,0.010654,-0.11299000000000001,0.190108,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_9,1,0,1,-1530.085083,-2021.120728,0.025998,0.025998,-0.28780100000000003,-0.05082,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_10,1,0,1,-1163.659546,-2110.94873,0.054246,0.054246,-0.209774,-0.028914999999999996,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_11,1,0,1,-649.603027,-291.606293,0.144968,0.144968,0.179422,0.48035,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_12,1,0,1,-1879.1154789999998,1650.314575,0.044342,0.044342,0.194544,-0.551285,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_13,1,0,1,1195.076782,-2043.631714,0.081316,0.081316,-0.184309,0.153021,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_14,1,0,1,1826.979736,-2180.584961,0.185789,0.185789,0.208304,-0.026378,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_15,1,0,1,1833.592407,-1740.516968,0.23812199999999997,0.23812199999999997,0.652892,-0.509659,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_16,1,0,1,1370.180664,-273.589996,0.11324100000000001,0.11324100000000001,0.296132,-0.060485000000000004,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_17,1,0,1,1198.482544,-429.786133,0.055307,0.055307,-0.091967,0.10811400000000002,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_18,1,0,1,1516.067993,1830.024048,0.009269,0.009269,-0.002093,-0.264173,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_19,1,0,1,1338.967651,1679.986084,0.004901,0.004901,-0.030115,-0.306342,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_20,1,0,1,1350.758423,1952.026978,0.019969999999999998,0.019969999999999998,-0.011408,-0.409686,0.0,0.0,P20_008845_1894_XN_09N203W
P20_008845_1894_XN_09N203W_1,1,0,0,-3224.0,-2003.0,0.0,0.0,0.055124,0.018517,0.0,0.0,P20_008845_1894_XN_09N203W
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P03_002371_1888_XI_08N204W_65,1,0,1,-271.636139,1030.2692869999998,0.14131400000000002,0.14131400000000002,-0.007378,0.127183,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002371_1888_XI_08N204W_71,1,0,1,1793.756836,1419.46814,0.070811,0.070811,0.008126999999999999,-0.059650999999999996,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002371_1888_XI_08N204W_77,1,0,1,3770.185547,1056.4335939999999,0.051015,0.051015,-0.344149,0.7918810000000001,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001540_1889_XI_08N204W_3,1,0,0,-819.994568,-476.940125,0.0,0.0,-0.010086,0.238933,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001540_1889_XI_08N204W_4,1,0,0,-1038.7459720000002,-225.617737,0.0,0.0,-0.10251500000000001,0.293944,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001540_1889_XI_08N204W_5,1,0,0,-1043.086548,-229.29058799999999,0.0,0.0,-0.103618,0.22217399999999998,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001540_1889_XI_08N204W_6,1,0,0,-1016.6671140000001,-212.669418,0.0,0.0,0.098336,0.182504,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001540_1889_XI_08N204W_7,1,0,0,-1089.852539,-179.61308300000002,0.0,0.0,-0.09901499999999999,0.24748699999999998,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001540_1889_XI_08N204W_43,1,0,1,231.430023,1286.035034,0.179721,0.179721,0.043216000000000004,0.007601999999999999,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001540_1889_XI_08N204W_44,1,0,1,53.3703,1130.200195,0.035373,0.035373,-0.239021,0.05197,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_20,1,0,1,-3490.634277,-1071.889893,0.074986,0.074986,-0.10951300000000001,0.027899,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_21,1,0,1,-3489.029297,-1344.598267,0.117221,0.117221,0.11984000000000002,-0.07396599999999999,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_26,1,0,1,-2843.921875,-1365.05249,0.066368,0.066368,0.053526,-0.129321,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_27,1,0,1,-2872.278076,-1055.845581,0.044944,0.044944,0.014887000000000001,-0.175307,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_32,1,0,1,-702.726318,-1309.760742,0.097152,0.097152,-0.12127,0.083388,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_33,1,0,1,-425.8797,-1332.264404,0.141272,0.141272,0.27812,0.018378,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_39,1,0,1,957.507324,-1314.205933,0.214219,0.214219,-0.08834600000000001,0.135983,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_40,1,0,1,1286.863525,-1325.946045,0.022701,0.022701,0.025672000000000004,-0.015907,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_41,1,0,1,1415.3436279999999,-1585.812134,0.062944,0.062944,0.17824700000000002,0.100219,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_42,1,0,1,-713.122681,-1899.2719730000001,0.10971099999999999,0.10971099999999999,-0.24755700000000003,0.240463,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_48,1,0,1,2357.769287,-1605.21167,0.142259,0.142259,-0.046652,-0.341859,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_49,1,0,1,2368.67749,-1310.2536619999998,0.084816,0.084816,0.16844800000000001,-0.178884,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_50,1,0,1,2938.904541,-1286.650635,0.268181,0.268181,0.22215,-0.28928200000000004,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_41,1,0,1,-2964.822021,-752.72998,0.130511,0.130511,0.19989500000000002,0.18193199999999998,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_42,1,0,1,-2676.941162,-549.997925,0.015522999999999999,0.015522999999999999,-0.189075,0.282047,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_43,1,0,1,-2503.68457,-1243.333618,0.091619,0.091619,-0.183131,-0.034143,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_46,1,0,1,-984.080139,-1301.115845,0.02843,0.02843,-0.10387,-0.014166,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_47,1,0,1,-1119.626953,-926.1320800000001,0.195907,0.195907,-0.217611,0.08741499999999999,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_53,1,0,1,3304.79834,-528.821411,0.090225,0.090225,-0.12703599999999998,-0.24331999999999998,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_54,1,0,1,3597.587646,-608.987488,0.18746300000000002,0.18746300000000002,0.13215,-0.402642,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_55,1,0,1,3277.619873,-1106.364136,0.141123,0.141123,-0.258301,-0.48746300000000004,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_64,1,0,1,-1488.9279789999998,306.37027,0.141123,0.141123,0.11354000000000002,0.000408,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_67,1,0,1,-1501.843384,294.863434,0.141123,0.141123,-0.038216,-0.001066,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_68,1,0,1,-1487.291992,301.690338,0.141123,0.141123,-0.16136,0.000601,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_71,1,0,1,-1476.8244630000002,421.30285599999996,0.141123,0.141123,0.045458,0.000436,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_66,1,0,1,-1473.926636,445.16494800000004,0.141123,0.141123,-0.039173,-6.1e-05,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_72,1,0,1,-1478.19104,398.059052,0.141123,0.141123,0.03951,-0.0005690000000000001,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_74,1,0,1,-1463.276489,270.004364,0.141123,0.141123,0.097608,0.000572,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_76,1,0,1,-1399.385376,210.815338,0.141123,0.141123,-0.021339,-0.000335,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_82,1,0,1,-1110.612061,-112.804382,0.141123,0.141123,-0.179249,0.431591,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_2,1,0,1,-3987.0656740000004,-1756.185791,0.141123,0.141123,0.018394,-0.141215,0.0,0.0,P20_008845_1894_XN_09N203W
P19_008344_1894_XN_09N203W_7,1,0,1,-3991.17334,1967.117554,0.141123,0.141123,0.242488,-0.04689,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002371_1888_XI_08N204W_76,1,0,1,4066.5737299999996,1038.447998,0.141123,0.141123,-0.272976,0.9673510000000001,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002371_1888_XI_08N204W_78,1,0,1,4083.8732909999994,1277.689209,0.141123,0.141123,-0.328486,0.8362860000000001,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_19,1,0,1,-3917.203125,-1175.195679,0.141123,0.141123,-0.022262999999999998,-0.15115599999999998,0.0,0.0,P20_008845_1894_XN_09N203W
P01_001606_1897_XI_09N203W_65,1,0,1,4070.48584,-2315.9921879999997,0.141123,0.141123,-0.12137,-0.47907,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_1,1,0,0,-1197.647949,-569.925598,0.0,0.0,-0.070627,0.194853,0.0,0.0,P20_008845_1894_XN_09N203W
P03_002226_1895_XI_09N203W_2,1,0,0,-1241.685791,-499.006836,0.0,0.0,-0.066482,0.270447,0.0,0.0,P20_008845_1894_XN_09N203W
plio/io/io_bae.py
+ 3
− 1
View file @ 1bf9a376
import json
import re
import os
from functools import singledispatch
import numpy as np
......@@ -72,7 +73,6 @@ def read_ipf_str(input_data):
df : pd.DataFrame
containing the ipf data with appropriate column names and indices
"""
# Check that the number of rows is matching the expected number
with open(input_data, 'r') as f:
for i, l in enumerate(f):
......@@ -92,6 +92,8 @@ def read_ipf_str(input_data):
d = d.reshape(-1, 12)
df = pd.DataFrame(d, columns=columns)
file = os.path.split(os.path.splitext(input_data)[0])[1]
df['ipf_file'] = pd.Series(np.full((len(df['pt_id'])), file), index = df.index)
assert int(cnt) == len(df), 'Dataframe length {} does not match point length {}.'.format(int(cnt), len(df))
......
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