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kinverarity1/wellio - 61 260341080252801.19980915.NN.las.ipynb

Created March 15, 2021 00:13
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wellio.js #61 - lasio behaviour
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wellio - 61 260341080252801.19980915.NN.las.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 22,
"id": "senior-beginning",
"metadata": {},
"outputs": [],
"source": [
"import requests, io"
]
},
{
"cell_type": "markdown",
"id": "present-encyclopedia",
"metadata": {},
"source": [
"Fix the completely broken `VERS.` line:"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "innocent-establishment",
"metadata": {},
"outputs": [],
"source": [
"f = requests.get(\"https://raw.githubusercontent.com/JustinGOSSES/wellio.js/master/assets/usgs_bad/260341080252801.19980915.NN.las\")"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "nominated-virgin",
"metadata": {},
"outputs": [],
"source": [
"tmp = io.StringIO()\n",
"for line in io.StringIO(f.text).readlines():\n",
" if line.startswith(\"VERS.\t2.0\tCWLS\tLOG\tASCII\tSTANDARD\t-VERSION\t2.0\"):\n",
" line = line.replace(\"2.0\\tCWLS\", \"2.0\\t:CWLS\")\n",
" tmp.write(line)\n",
"_ = tmp.seek(0)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "communist-grass",
"metadata": {},
"outputs": [],
"source": [
"import lasio"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "surprised-protein",
"metadata": {},
"outputs": [],
"source": [
"import logging; logging.basicConfig(level=logging.DEBUG)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "uniform-trauma",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"DEBUG:lasio.las:Reading <_io.StringIO object at 0x000002147A6C25E0>...\n",
"DEBUG:lasio.las:Fetching substitutions for read_policy default and null policy strict\n",
"DEBUG:lasio.reader:using read policy of \"default\"\n",
"DEBUG:lasio.reader:adding substitution comma-decimal-mark\n",
"DEBUG:lasio.reader:adding substitution run-on(-)\n",
"DEBUG:lasio.reader:adding substitution run-on(.)\n",
"DEBUG:lasio.reader:adding substitution run-on(NaN.)\n",
"DEBUG:lasio.reader:added regexp substitution: pattern=re.compile('(\\\\d),(\\\\d)') substr=\"\\1.\\2\"\n",
"DEBUG:lasio.reader:added regexp substitution: pattern=re.compile('(\\\\d)-(\\\\d)') substr=\"\\1 -\\2\"\n",
"DEBUG:lasio.reader:added regexp substitution: pattern=re.compile('-?\\\\d*\\\\.\\\\d*\\\\.\\\\d*') substr=\" NaN NaN \"\n",
"DEBUG:lasio.reader:added regexp substitution: pattern=re.compile('NaN[\\\\.-]\\\\d+') substr=\" NaN NaN \"\n",
"DEBUG:lasio.reader:using null policy of \"strict\"\n",
"DEBUG:lasio.reader:adding substitution NULL\n",
"DEBUG:lasio.reader:located substition for LAS.version.NULL as True\n",
"DEBUG:lasio.reader:added numerical substitution: None\n",
"DEBUG:lasio.las:Found 7 sections\n",
"DEBUG:lasio.las:Parsing Header items section at lines 23-25 (653 bytes) ~Version Information\n",
"DEBUG:lasio.reader:Line 23: Section title parsed as '~Version Information'\n",
"DEBUG:lasio.reader:Line 24: parsed as HeaderItem(mnemonic=\"VERS\", unit=\"\", value=\"2.0\", descr=\"CWLS\tLOG\tASCII\tSTAN...)\n",
"DEBUG:lasio.reader:Line 25: parsed as HeaderItem(mnemonic=\"WRAP\", unit=\"\", value=\"NO\", descr=\"ONE LINE PER DEPTH S...)\n",
"DEBUG:lasio.las:Parsing Header items section at lines 26-42 (776 bytes) ~WELL INFORMATION BLOCK\n",
"DEBUG:lasio.reader:Line 26: Section title parsed as '~WELL INFORMATION BLOCK'\n",
"DEBUG:lasio.reader:Line 27: treating as a comment and ignoring: '#MNEM.UNIT\tDATA\t\tDESCRIPTION\tOF\tMNEMONIC'\n",
"DEBUG:lasio.reader:Line 28: treating as a comment and ignoring: '#---------\t-------------\t------------------------'\n",
"DEBUG:lasio.reader:Line 29: parsed as HeaderItem(mnemonic=\"STRT\", unit=\"FT\", value=\"84.5\", descr=\"START DEPTH\")\n",
"DEBUG:lasio.reader:Line 30: parsed as HeaderItem(mnemonic=\"STOP\", unit=\"FT\", value=\"3.9\", descr=\"STOP DEPTH\")\n",
"DEBUG:lasio.reader:Line 31: parsed as HeaderItem(mnemonic=\"STEP\", unit=\"FT\", value=\"-0.100\t\tSTEP\", descr=\"\")\n",
"DEBUG:lasio.reader:Line 32: parsed as HeaderItem(mnemonic=\"NULL\", unit=\"\", value=\"0\t\tNULL\tVALUE\", descr=\"\")\n",
"DEBUG:lasio.reader:Line 33: parsed as HeaderItem(mnemonic=\"COMP\", unit=\"\", value=\"USGS\t\tCOMPANY\", descr=\"\")\n",
"DEBUG:lasio.reader:Line 34: parsed as HeaderItem(mnemonic=\"WELL\", unit=\"\", value=\"HOLE\t5\t\tWELL\", descr=\"\")\n",
"DEBUG:lasio.reader:Line 35: parsed as HeaderItem(mnemonic=\"FLD\", unit=\"\", value=\"SOUTH\tNEW\tRIVER\t\tFIELD\", descr=\"\")\n",
"DEBUG:lasio.reader:Line 36: parsed as HeaderItem(mnemonic=\"LOC\", unit=\"\", value=\"LOCATION\", descr=\"\")\n",
"DEBUG:lasio.reader:Line 37: parsed as HeaderItem(mnemonic=\"CNTY\", unit=\"\", value=\"DADE\t\tCOUNTY\", descr=\"\")\n",
"DEBUG:lasio.reader:Line 38: parsed as HeaderItem(mnemonic=\"STAT\", unit=\"\", value=\"FL\t\tSTATE\", descr=\"\")\n",
"DEBUG:lasio.reader:Line 39: parsed as HeaderItem(mnemonic=\"SRVC\", unit=\"\", value=\"DENVER\", descr=\"SERVICE COMPANY\")\n",
"DEBUG:lasio.reader:Line 40: parsed as HeaderItem(mnemonic=\"DATE\", unit=\"\", value=\"09/15/98\", descr=\"LOG DATE\")\n",
"DEBUG:lasio.reader:Line 41: parsed as HeaderItem(mnemonic=\"UWI\", unit=\"\", value=\"UNIQUE\tWELL\tID\", descr=\"\")\n",
"DEBUG:lasio.reader:Line 42: parsed as HeaderItem(mnemonic=\"LIC\", unit=\"\", value=\"LICENSE\tNUMBER\", descr=\"\")\n",
"DEBUG:lasio.las:Parsing Header items section at lines 43-43 (1325 bytes) ~Curve Information Block\n",
"DEBUG:lasio.reader:Line 43: Section title parsed as '~Curve Information Block'\n",
"DEBUG:lasio.las:Parsing Header items section at lines 44-48 (1351 bytes) ~WELL INFORMATION BLOCK\n",
"DEBUG:lasio.reader:Line 44: Section title parsed as '~WELL INFORMATION BLOCK'\n",
"DEBUG:lasio.reader:Line 45: parsed as HeaderItem(mnemonic=\"DEPT\", unit=\"FT\", value=\"00 001 00 00\", descr=\"1 DEPTH\")\n",
"DEBUG:lasio.reader:Line 46: parsed as HeaderItem(mnemonic=\"NEUT(N)\", unit=\"CPS\", value=\"00 000 00 00\", descr=\"2 ...)\n",
"DEBUG:lasio.reader:Line 47: parsed as HeaderItem(mnemonic=\"NEUT(F)\", unit=\"CPS\", value=\"00 000 00 00\", descr=\"3 ...)\n",
"DEBUG:lasio.reader:Line 48: parsed as HeaderItem(mnemonic=\"POR(NEU)\", unit=\"PERCENT\", value=\"00 330 00 00\", descr=...)\n",
"DEBUG:lasio.las:Parsing Header items section at lines 49-51 (1645 bytes) ~Parameter Information Block\n",
"DEBUG:lasio.reader:Line 49: Section title parsed as '~Parameter Information Block'\n",
"DEBUG:lasio.reader:Line 50: treating as a comment and ignoring: '#MNEM.UNIT\tInformation\tDescription'\n",
"DEBUG:lasio.reader:Line 51: treating as a comment and ignoring: '#----------\t---------------\t------------------------'\n",
"DEBUG:lasio.las:Parsing Header (other) section at lines 52-107 (1765 bytes) ~Other\tInformation\n",
"DEBUG:lasio.las:Parsing Data section at lines 108-917 (3446 bytes) ~A DEPTH NEUT(N) NEUT(F) POR(NEU)\n",
"DEBUG:lasio.las:Storing reference and returning later...\n",
"DEBUG:lasio.las:Reading data section ~A DEPTH NEUT(N) NEUT(F) POR(NEU)\n",
"DEBUG:lasio.reader:Line 109: 4 items counted in '3.900\t0\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 110: 4 items counted in '4.000\t0\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 111: 4 items counted in '4.100\t0\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 112: 4 items counted in '4.200\t1390\t733\t-4.3'\n",
"DEBUG:lasio.reader:Line 113: 4 items counted in '4.300\t1237\t640\t-4.0'\n",
"DEBUG:lasio.reader:Line 114: 4 items counted in '4.400\t1137\t580\t-3.8'\n",
"DEBUG:lasio.reader:Line 115: 4 items counted in '4.500\t887\t400\t-1.9'\n",
"DEBUG:lasio.reader:Line 116: 4 items counted in '4.600\t747\t327\t-1.4'\n",
"DEBUG:lasio.reader:Line 117: 4 items counted in '4.700\t613\t260\t-0.9'\n",
"DEBUG:lasio.reader:Line 118: 4 items counted in '4.800\t537\t203\t1.2'\n",
"DEBUG:lasio.reader:Line 119: 4 items counted in '4.900\t503\t170\t3.6'\n",
"DEBUG:lasio.reader:Line 120: 4 items counted in '5.000\t517\t120\t13.6'\n",
"DEBUG:lasio.reader:Line 121: 4 items counted in '5.100\t473\t103\t16.5'\n",
"DEBUG:lasio.reader:Line 122: 4 items counted in '5.200\t500\t80\t42.8'\n",
"DEBUG:lasio.reader:Line 123: 4 items counted in '5.300\t463\t80\t33.3'\n",
"DEBUG:lasio.reader:Line 124: 4 items counted in '5.400\t530\t73\t68.3'\n",
"DEBUG:lasio.reader:Line 125: 4 items counted in '5.500\t463\t70\t50.5'\n",
"DEBUG:lasio.reader:Line 126: 4 items counted in '5.600\t543\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 127: 4 items counted in '5.700\t540\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 128: 4 items counted in '5.800\t603\t77\t87.8'\n",
"DEBUG:lasio.reader:Line 129: 4 items counted in '5.900\t557\t77\t69.3'\n",
"DEBUG:lasio.reader:Line 109: reading data '3.900\t0\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 110: reading data '4.000\t0\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 111: reading data '4.100\t0\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 112: reading data '4.200\t1390\t733\t-4.3'\n",
"DEBUG:lasio.reader:Line 113: reading data '4.300\t1237\t640\t-4.0'\n",
"DEBUG:lasio.reader:Line 114: reading data '4.400\t1137\t580\t-3.8'\n",
"DEBUG:lasio.reader:Line 115: reading data '4.500\t887\t400\t-1.9'\n",
"DEBUG:lasio.reader:Line 116: reading data '4.600\t747\t327\t-1.4'\n",
"DEBUG:lasio.reader:Line 117: reading data '4.700\t613\t260\t-0.9'\n",
"DEBUG:lasio.reader:Line 118: reading data '4.800\t537\t203\t1.2'\n",
"DEBUG:lasio.reader:Line 119: reading data '4.900\t503\t170\t3.6'\n",
"DEBUG:lasio.reader:Line 120: reading data '5.000\t517\t120\t13.6'\n",
"DEBUG:lasio.reader:Line 121: reading data '5.100\t473\t103\t16.5'\n",
"DEBUG:lasio.reader:Line 122: reading data '5.200\t500\t80\t42.8'\n",
"DEBUG:lasio.reader:Line 123: reading data '5.300\t463\t80\t33.3'\n",
"DEBUG:lasio.reader:Line 124: reading data '5.400\t530\t73\t68.3'\n",
"DEBUG:lasio.reader:Line 125: reading data '5.500\t463\t70\t50.5'\n",
"DEBUG:lasio.reader:Line 126: reading data '5.600\t543\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 127: reading data '5.700\t540\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 128: reading data '5.800\t603\t77\t87.8'\n",
"DEBUG:lasio.reader:Line 129: reading data '5.900\t557\t77\t69.3'\n",
"DEBUG:lasio.reader:Line 130: reading data '6.000\t595\t75\t89.7'\n",
"DEBUG:lasio.reader:Line 131: reading data '6.100\t677\t77\t100.0'\n",
"DEBUG:lasio.reader:Line 132: reading data '6.200\t627\t87\t68.4'\n",
"DEBUG:lasio.reader:Line 133: reading data '6.300\t647\t97\t52.0'\n",
"DEBUG:lasio.reader:Line 134: reading data '6.400\t670\t103\t47.7'\n",
"DEBUG:lasio.reader:Line 135: reading data '6.500\t667\t103\t47.0'\n",
"DEBUG:lasio.reader:Line 136: reading data '6.600\t650\t123\t24.5'\n",
"DEBUG:lasio.reader:Line 137: reading data '6.700\t640\t133\t18.8'\n",
"DEBUG:lasio.reader:Line 138: reading data '6.800\t643\t113\t30.9'\n",
"DEBUG:lasio.reader:Line 139: reading data '6.900\t633\t127\t21.0'\n",
"DEBUG:lasio.reader:Line 140: reading data '7.000\t630\t110\t31.9'\n",
"DEBUG:lasio.reader:Line 141: reading data '7.100\t603\t123\t19.8'\n",
"DEBUG:lasio.reader:Line 142: reading data '7.200\t607\t107\t31.1'\n",
"DEBUG:lasio.reader:Line 143: reading data '7.300\t597\t143\t12.6'\n",
"DEBUG:lasio.reader:Line 144: reading data '7.400\t667\t123\t26.4'\n",
"DEBUG:lasio.reader:Line 145: reading data '7.500\t633\t123\t22.5'\n",
"DEBUG:lasio.reader:Line 146: reading data '7.600\t665\t120\t28.4'\n",
"DEBUG:lasio.reader:Line 147: reading data '7.700\t660\t123\t26.2'\n",
"DEBUG:lasio.reader:Line 148: reading data '7.800\t657\t100\t49.4'\n",
"DEBUG:lasio.reader:Line 149: reading data '7.900\t610\t85\t66.7'\n",
"DEBUG:lasio.reader:Line 150: reading data '8.000\t660\t123\t25.6'\n",
"DEBUG:lasio.reader:Line 151: reading data '8.100\t647\t103\t43.0'\n",
"DEBUG:lasio.reader:Line 152: reading data '8.200\t633\t120\t24.6'\n",
"DEBUG:lasio.reader:Line 153: reading data '8.300\t620\t107\t33.7'\n",
"DEBUG:lasio.reader:Line 154: reading data '8.400\t650\t110\t35.7'\n",
"DEBUG:lasio.reader:Line 155: reading data '8.500\t618\t120\t22.7'\n",
"DEBUG:lasio.reader:Line 156: reading data '8.600\t650\t117\t28.8'\n",
"DEBUG:lasio.reader:Line 157: reading data '8.700\t607\t150\t11.7'\n",
"DEBUG:lasio.reader:Line 158: reading data '8.800\t590\t90\t49.2'\n",
"DEBUG:lasio.reader:Line 159: reading data '8.900\t587\t110\t25.4'\n",
"DEBUG:lasio.reader:Line 160: reading data '9.000\t630\t93\t53.7'\n",
"DEBUG:lasio.reader:Line 161: reading data '9.100\t577\t123\t17.5'\n",
"DEBUG:lasio.reader:Line 162: reading data '9.200\t587\t90\t48.4'\n",
"DEBUG:lasio.reader:Line 163: reading data '9.300\t550\t90\t39.9'\n",
"DEBUG:lasio.reader:Line 164: reading data '9.400\t517\t70\t72.9'\n",
"DEBUG:lasio.reader:Line 165: reading data '9.500\t525\t95\t28.2'\n",
"DEBUG:lasio.reader:Line 166: reading data '9.600\t543\t103\t24.3'\n",
"DEBUG:lasio.reader:Line 167: reading data '9.700\t490\t77\t45.8'\n",
"DEBUG:lasio.reader:Line 168: reading data '9.800\t520\t103\t21.3'\n",
"DEBUG:lasio.reader:Line 169: reading data '9.900\t463\t80\t33.3'\n",
"DEBUG:lasio.reader:Line 170: reading data '10.000\t427\t57\t77.5'\n",
"DEBUG:lasio.reader:Line 171: reading data '10.100\t430\t83\t22.9'\n",
"DEBUG:lasio.reader:Line 172: reading data '10.200\t370\t43\t100.0'\n",
"DEBUG:lasio.reader:Line 173: reading data '10.300\t370\t60\t41.1'\n",
"DEBUG:lasio.reader:Line 174: reading data '10.400\t377\t63\t36.5'\n",
"DEBUG:lasio.reader:Line 175: reading data '10.500\t320\t37\t100.0'\n",
"DEBUG:lasio.reader:Line 176: reading data '10.600\t393\t50\t87.7'\n",
"DEBUG:lasio.reader:Line 177: reading data '10.700\t333\t50\t51.5'\n",
"DEBUG:lasio.reader:Line 178: reading data '10.800\t313\t37\t100.0'\n",
"DEBUG:lasio.reader:Line 179: reading data '10.900\t327\t33\t100.0'\n",
"DEBUG:lasio.reader:Line 180: reading data '11.000\t400\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 181: reading data '11.100\t333\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 182: reading data '11.200\t313\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 183: reading data '11.300\t357\t33\t100.0'\n",
"DEBUG:lasio.reader:Line 184: reading data '11.400\t337\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 185: reading data '11.500\t343\t43\t89.4'\n",
"DEBUG:lasio.reader:Line 186: reading data '11.600\t333\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 187: reading data '11.700\t330\t47\t63.5'\n",
"DEBUG:lasio.reader:Line 188: reading data '11.800\t327\t37\t100.0'\n",
"DEBUG:lasio.reader:Line 189: reading data '11.900\t337\t27\t100.0'\n",
"DEBUG:lasio.reader:Line 190: reading data '12.000\t380\t47\t96.1'\n",
"DEBUG:lasio.reader:Line 191: reading data '12.100\t300\t33\t100.0'\n",
"DEBUG:lasio.reader:Line 192: reading data '12.200\t380\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 193: reading data '12.300\t355\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 194: reading data '12.400\t340\t48\t66.1'\n",
"DEBUG:lasio.reader:Line 195: reading data '12.500\t320\t27\t100.0'\n",
"DEBUG:lasio.reader:Line 196: reading data '12.600\t343\t23\t100.0'\n",
"DEBUG:lasio.reader:Line 197: reading data '12.700\t340\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 198: reading data '12.800\t360\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 199: reading data '12.900\t330\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 200: reading data '13.000\t337\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 201: reading data '13.100\t365\t35\t100.0'\n",
"DEBUG:lasio.reader:Line 202: reading data '13.200\t343\t27\t100.0'\n",
"DEBUG:lasio.reader:Line 203: reading data '13.300\t330\t33\t100.0'\n",
"DEBUG:lasio.reader:Line 204: reading data '13.400\t360\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 205: reading data '13.500\t327\t23\t100.0'\n",
"DEBUG:lasio.reader:Line 206: reading data '13.600\t373\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 207: reading data '13.700\t335\t50\t52.2'\n",
"DEBUG:lasio.reader:Line 208: reading data '13.800\t375\t43\t100.0'\n",
"DEBUG:lasio.reader:Line 209: reading data '13.900\t353\t23\t100.0'\n",
"DEBUG:lasio.reader:Line 210: reading data '14.000\t390\t50\t85.7'\n",
"DEBUG:lasio.reader:Line 211: reading data '14.100\t365\t35\t100.0'\n",
"DEBUG:lasio.reader:Line 212: reading data '14.200\t413\t47\t100.0'\n",
"DEBUG:lasio.reader:Line 213: reading data '14.300\t373\t33\t100.0'\n",
"DEBUG:lasio.reader:Line 214: reading data '14.400\t400\t43\t100.0'\n",
"DEBUG:lasio.reader:Line 215: reading data '14.500\t383\t37\t100.0'\n",
"DEBUG:lasio.reader:Line 216: reading data '14.600\t440\t43\t100.0'\n",
"DEBUG:lasio.reader:Line 217: reading data '14.700\t423\t27\t100.0'\n",
"DEBUG:lasio.reader:Line 218: reading data '14.800\t390\t43\t100.0'\n",
"DEBUG:lasio.reader:Line 219: reading data '14.900\t415\t45\t100.0'\n",
"DEBUG:lasio.reader:Line 220: reading data '15.000\t463\t53\t100.0'\n",
"DEBUG:lasio.reader:Line 221: reading data '15.100\t430\t50\t100.0'\n",
"DEBUG:lasio.reader:Line 222: reading data '15.200\t483\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 223: reading data '15.300\t407\t47\t100.0'\n",
"DEBUG:lasio.reader:Line 224: reading data '15.400\t463\t50\t100.0'\n",
"DEBUG:lasio.reader:Line 225: reading data '15.500\t393\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 226: reading data '15.600\t423\t57\t75.7'\n",
"DEBUG:lasio.reader:Line 227: reading data '15.700\t400\t47\t100.0'\n",
"DEBUG:lasio.reader:Line 228: reading data '15.800\t423\t37\t100.0'\n",
"DEBUG:lasio.reader:Line 229: reading data '15.900\t353\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 230: reading data '16.000\t385\t50\t82.6'\n",
"DEBUG:lasio.reader:Line 231: reading data '16.100\t415\t75\t28.3'\n",
"DEBUG:lasio.reader:Line 232: reading data '16.200\t377\t47\t94.0'\n",
"DEBUG:lasio.reader:Line 233: reading data '16.300\t380\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 234: reading data '16.400\t367\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 235: reading data '16.500\t370\t43\t100.0'\n",
"DEBUG:lasio.reader:Line 236: reading data '16.600\t363\t43\t100.0'\n",
"DEBUG:lasio.reader:Line 237: reading data '16.700\t380\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 238: reading data '16.800\t393\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 239: reading data '16.900\t387\t43\t100.0'\n",
"DEBUG:lasio.reader:Line 240: reading data '17.000\t407\t33\t100.0'\n",
"DEBUG:lasio.reader:Line 241: reading data '17.100\t403\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 242: reading data '17.200\t423\t30\t100.0'\n",
"DEBUG:lasio.reader:Line 243: reading data '17.300\t377\t33\t100.0'\n",
"DEBUG:lasio.reader:Line 244: reading data '17.400\t443\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 245: reading data '17.500\t387\t33\t100.0'\n",
"DEBUG:lasio.reader:Line 246: reading data '17.600\t467\t67\t61.3'\n",
"DEBUG:lasio.reader:Line 247: reading data '17.700\t425\t40\t100.0'\n",
"DEBUG:lasio.reader:Line 248: reading data '17.800\t410\t53\t86.0'\n",
"DEBUG:lasio.reader:Line 249: reading data '17.900\t363\t37\t100.0'\n",
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"DEBUG:lasio.reader:Line 736: reading data '66.600\t510\t53\t100.0'\n",
"DEBUG:lasio.reader:Line 737: reading data '66.700\t493\t63\t85.4'\n",
"DEBUG:lasio.reader:Line 738: reading data '66.800\t490\t67\t72.0'\n",
"DEBUG:lasio.reader:Line 739: reading data '66.900\t490\t47\t100.0'\n",
"DEBUG:lasio.reader:Line 740: reading data '67.000\t527\t87\t39.2'\n",
"DEBUG:lasio.reader:Line 741: reading data '67.100\t480\t65\t73.0'\n",
"DEBUG:lasio.reader:Line 742: reading data '67.200\t495\t58\t100.0'\n",
"DEBUG:lasio.reader:Line 743: reading data '67.300\t540\t67\t94.8'\n",
"DEBUG:lasio.reader:Line 744: reading data '67.400\t487\t73\t50.9'\n",
"DEBUG:lasio.reader:Line 745: reading data '67.500\t550\t53\t100.0'\n",
"DEBUG:lasio.reader:Line 746: reading data '67.600\t467\t67\t61.3'\n",
"DEBUG:lasio.reader:Line 747: reading data '67.700\t525\t63\t100.0'\n",
"DEBUG:lasio.reader:Line 748: reading data '67.800\t555\t85\t48.6'\n",
"DEBUG:lasio.reader:Line 749: reading data '67.900\t520\t58\t100.0'\n",
"DEBUG:lasio.reader:Line 750: reading data '68.000\t507\t63\t91.8'\n",
"DEBUG:lasio.reader:Line 751: reading data '68.100\t527\t87\t39.2'\n",
"DEBUG:lasio.reader:Line 752: reading data '68.200\t520\t63\t98.2'\n",
"DEBUG:lasio.reader:Line 753: reading data '68.300\t503\t53\t100.0'\n",
"DEBUG:lasio.reader:Line 754: reading data '68.400\t510\t53\t100.0'\n",
"DEBUG:lasio.reader:Line 755: reading data '68.500\t493\t67\t73.5'\n",
"DEBUG:lasio.reader:Line 756: reading data '68.600\t523\t63\t99.8'\n",
"DEBUG:lasio.reader:Line 757: reading data '68.700\t493\t60\t98.5'\n",
"DEBUG:lasio.reader:Line 758: reading data '68.800\t537\t87\t41.6'\n",
"DEBUG:lasio.reader:Line 759: reading data '68.900\t535\t70\t80.9'\n",
"DEBUG:lasio.reader:Line 760: reading data '69.000\t505\t55\t100.0'\n",
"DEBUG:lasio.reader:Line 761: reading data '69.100\t500\t65\t82.4'\n",
"DEBUG:lasio.reader:Line 762: reading data '69.200\t550\t50\t100.0'\n",
"DEBUG:lasio.reader:Line 763: reading data '69.300\t490\t67\t72.0'\n",
"DEBUG:lasio.reader:Line 764: reading data '69.400\t527\t60\t100.0'\n",
"DEBUG:lasio.reader:Line 765: reading data '69.500\t483\t63\t80.6'\n",
"DEBUG:lasio.reader:Line 766: reading data '69.600\t553\t70\t88.9'\n",
"DEBUG:lasio.reader:Line 767: reading data '69.700\t500\t70\t65.7'\n",
"DEBUG:lasio.reader:Line 768: reading data '69.800\t503\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 769: reading data '69.900\t533\t70\t80.2'\n",
"DEBUG:lasio.reader:Line 770: reading data '70.000\t560\t80\t61.3'\n",
"DEBUG:lasio.reader:Line 771: reading data '70.100\t520\t68\t82.8'\n",
"DEBUG:lasio.reader:Line 772: reading data '70.200\t503\t63\t90.2'\n",
"DEBUG:lasio.reader:Line 773: reading data '70.300\t507\t47\t100.0'\n",
"DEBUG:lasio.reader:Line 774: reading data '70.400\t520\t83\t42.6'\n",
"DEBUG:lasio.reader:Line 775: reading data '70.500\t563\t67\t100.0'\n",
"DEBUG:lasio.reader:Line 776: reading data '70.600\t507\t73\t58.6'\n",
"DEBUG:lasio.reader:Line 777: reading data '70.700\t557\t70\t90.3'\n",
"DEBUG:lasio.reader:Line 778: reading data '70.800\t495\t60\t99.4'\n",
"DEBUG:lasio.reader:Line 779: reading data '70.900\t520\t83\t42.6'\n",
"DEBUG:lasio.reader:Line 780: reading data '71.000\t563\t70\t93.2'\n",
"DEBUG:lasio.reader:Line 781: reading data '71.100\t507\t63\t91.8'\n",
"DEBUG:lasio.reader:Line 782: reading data '71.200\t523\t60\t100.0'\n",
"DEBUG:lasio.reader:Line 783: reading data '71.300\t547\t50\t100.0'\n",
"DEBUG:lasio.reader:Line 784: reading data '71.400\t527\t67\t88.7'\n",
"DEBUG:lasio.reader:Line 785: reading data '71.500\t507\t73\t58.6'\n",
"DEBUG:lasio.reader:Line 786: reading data '71.600\t507\t80\t44.6'\n",
"DEBUG:lasio.reader:Line 787: reading data '71.700\t533\t73\t69.6'\n",
"DEBUG:lasio.reader:Line 788: reading data '71.800\t487\t63\t82.2'\n",
"DEBUG:lasio.reader:Line 789: reading data '71.900\t540\t90\t37.6'\n",
"DEBUG:lasio.reader:Line 790: reading data '72.000\t533\t70\t80.2'\n",
"DEBUG:lasio.reader:Line 791: reading data '72.100\t470\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 792: reading data '72.200\t550\t63\t100.0'\n",
"DEBUG:lasio.reader:Line 793: reading data '72.300\t507\t70\t68.6'\n",
"DEBUG:lasio.reader:Line 794: reading data '72.400\t570\t87\t49.6'\n",
"DEBUG:lasio.reader:Line 795: reading data '72.500\t510\t60\t100.0'\n",
"DEBUG:lasio.reader:Line 796: reading data '72.600\t563\t63\t100.0'\n",
"DEBUG:lasio.reader:Line 797: reading data '72.700\t497\t83\t36.8'\n",
"DEBUG:lasio.reader:Line 798: reading data '72.800\t550\t67\t99.4'\n",
"DEBUG:lasio.reader:Line 799: reading data '72.900\t558\t68\t99.7'\n",
"DEBUG:lasio.reader:Line 800: reading data '73.000\t547\t63\t100.0'\n",
"DEBUG:lasio.reader:Line 801: reading data '73.100\t530\t70\t78.7'\n",
"DEBUG:lasio.reader:Line 802: reading data '73.200\t530\t70\t78.7'\n",
"DEBUG:lasio.reader:Line 803: reading data '73.300\t500\t67\t76.6'\n",
"DEBUG:lasio.reader:Line 804: reading data '73.400\t587\t73\t91.8'\n",
"DEBUG:lasio.reader:Line 805: reading data '73.500\t500\t80\t42.8'\n",
"DEBUG:lasio.reader:Line 806: reading data '73.600\t580\t80\t68.9'\n",
"DEBUG:lasio.reader:Line 807: reading data '73.700\t528\t70\t77.6'\n",
"DEBUG:lasio.reader:Line 808: reading data '73.800\t540\t100\t26.3'\n",
"DEBUG:lasio.reader:Line 809: reading data '73.900\t583\t83\t61.3'\n",
"DEBUG:lasio.reader:Line 810: reading data '74.000\t520\t77\t54.7'\n",
"DEBUG:lasio.reader:Line 811: reading data '74.100\t563\t77\t71.9'\n",
"DEBUG:lasio.reader:Line 812: reading data '74.200\t510\t80\t45.4'\n",
"DEBUG:lasio.reader:Line 813: reading data '74.300\t550\t97\t31.1'\n",
"DEBUG:lasio.reader:Line 814: reading data '74.400\t537\t67\t93.3'\n",
"DEBUG:lasio.reader:Line 815: reading data '74.500\t570\t68\t100.0'\n",
"DEBUG:lasio.reader:Line 816: reading data '74.600\t543\t70\t84.5'\n",
"DEBUG:lasio.reader:Line 817: reading data '74.700\t550\t77\t66.6'\n",
"DEBUG:lasio.reader:Line 818: reading data '74.800\t490\t63\t83.8'\n",
"DEBUG:lasio.reader:Line 819: reading data '74.900\t513\t67\t82.6'\n",
"DEBUG:lasio.reader:Line 820: reading data '75.000\t520\t87\t37.6'\n",
"DEBUG:lasio.reader:Line 821: reading data '75.100\t543\t67\t96.3'\n",
"DEBUG:lasio.reader:Line 822: reading data '75.200\t503\t83\t38.4'\n",
"DEBUG:lasio.reader:Line 823: reading data '75.300\t535\t78\t58.4'\n",
"DEBUG:lasio.reader:Line 824: reading data '75.400\t537\t67\t93.3'\n",
"DEBUG:lasio.reader:Line 825: reading data '75.500\t467\t73\t45.2'\n",
"DEBUG:lasio.reader:Line 826: reading data '75.600\t537\t70\t81.6'\n",
"DEBUG:lasio.reader:Line 827: reading data '75.700\t510\t73\t59.9'\n",
"DEBUG:lasio.reader:Line 828: reading data '75.800\t533\t77\t60.0'\n",
"DEBUG:lasio.reader:Line 829: reading data '75.900\t520\t83\t42.6'\n",
"DEBUG:lasio.reader:Line 830: reading data '76.000\t475\t58\t99.7'\n",
"DEBUG:lasio.reader:Line 831: reading data '76.100\t493\t77\t46.7'\n",
"DEBUG:lasio.reader:Line 832: reading data '76.200\t500\t70\t65.7'\n",
"DEBUG:lasio.reader:Line 833: reading data '76.300\t510\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 834: reading data '76.400\t537\t80\t52.5'\n",
"DEBUG:lasio.reader:Line 835: reading data '76.500\t497\t67\t75.0'\n",
"DEBUG:lasio.reader:Line 836: reading data '76.600\t550\t60\t100.0'\n",
"DEBUG:lasio.reader:Line 837: reading data '76.700\t503\t68\t74.9'\n",
"DEBUG:lasio.reader:Line 838: reading data '76.800\t485\t65\t75.4'\n",
"DEBUG:lasio.reader:Line 839: reading data '76.900\t513\t63\t97.9'\n",
"DEBUG:lasio.reader:Line 840: reading data '77.000\t490\t60\t96.9'\n",
"DEBUG:lasio.reader:Line 841: reading data '77.100\t523\t60\t100.0'\n",
"DEBUG:lasio.reader:Line 842: reading data '77.200\t533\t90\t36.1'\n",
"DEBUG:lasio.reader:Line 843: reading data '77.300\t515\t73\t64.5'\n",
"DEBUG:lasio.reader:Line 844: reading data '77.400\t503\t73\t57.2'\n",
"DEBUG:lasio.reader:Line 845: reading data '77.500\t510\t65\t87.1'\n",
"DEBUG:lasio.reader:Line 846: reading data '77.600\t518\t58\t100.0'\n",
"DEBUG:lasio.reader:Line 847: reading data '77.700\t520\t67\t85.7'\n",
"DEBUG:lasio.reader:Line 848: reading data '77.800\t533\t58\t100.0'\n",
"DEBUG:lasio.reader:Line 849: reading data '77.900\t483\t67\t68.9'\n",
"DEBUG:lasio.reader:Line 850: reading data '78.000\t517\t50\t100.0'\n",
"DEBUG:lasio.reader:Line 851: reading data '78.100\t510\t80\t45.4'\n",
"DEBUG:lasio.reader:Line 852: reading data '78.200\t587\t80\t71.5'\n",
"DEBUG:lasio.reader:Line 853: reading data '78.300\t517\t80\t47.2'\n",
"DEBUG:lasio.reader:Line 854: reading data '78.400\t548\t75\t70.5'\n",
"DEBUG:lasio.reader:Line 855: reading data '78.500\t530\t77\t58.7'\n",
"DEBUG:lasio.reader:Line 856: reading data '78.600\t507\t50\t100.0'\n",
"DEBUG:lasio.reader:Line 857: reading data '78.700\t533\t63\t100.0'\n",
"DEBUG:lasio.reader:Line 858: reading data '78.800\t523\t78\t53.5'\n",
"DEBUG:lasio.reader:Line 859: reading data '78.900\t565\t75\t77.6'\n",
"DEBUG:lasio.reader:Line 860: reading data '79.000\t525\t75\t61.3'\n",
"DEBUG:lasio.reader:Line 861: reading data '79.100\t527\t67\t88.7'\n",
"DEBUG:lasio.reader:Line 862: reading data '79.200\t503\t73\t57.2'\n",
"DEBUG:lasio.reader:Line 863: reading data '79.300\t558\t83\t54.0'\n",
"DEBUG:lasio.reader:Line 864: reading data '79.400\t597\t70\t100.0'\n",
"DEBUG:lasio.reader:Line 865: reading data '79.500\t527\t73\t66.9'\n",
"DEBUG:lasio.reader:Line 866: reading data '79.600\t587\t73\t91.8'\n",
"DEBUG:lasio.reader:Line 867: reading data '79.700\t537\t90\t36.8'\n",
"DEBUG:lasio.reader:Line 868: reading data '79.800\t563\t85\t50.5'\n",
"DEBUG:lasio.reader:Line 869: reading data '79.900\t597\t70\t100.0'\n",
"DEBUG:lasio.reader:Line 870: reading data '80.000\t513\t53\t100.0'\n",
"DEBUG:lasio.reader:Line 871: reading data '80.100\t575\t60\t100.0'\n",
"DEBUG:lasio.reader:Line 872: reading data '80.200\t570\t83\t56.5'\n",
"DEBUG:lasio.reader:Line 873: reading data '80.300\t573\t67\t100.0'\n",
"DEBUG:lasio.reader:Line 874: reading data '80.400\t577\t73\t87.6'\n",
"DEBUG:lasio.reader:Line 875: reading data '80.500\t538\t70\t82.0'\n",
"DEBUG:lasio.reader:Line 876: reading data '80.600\t540\t63\t100.0'\n",
"DEBUG:lasio.reader:Line 877: reading data '80.700\t530\t90\t35.3'\n",
"DEBUG:lasio.reader:Line 878: reading data '80.800\t587\t67\t100.0'\n",
"DEBUG:lasio.reader:Line 879: reading data '80.900\t545\t75\t69.5'\n",
"DEBUG:lasio.reader:Line 880: reading data '81.000\t503\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 881: reading data '81.100\t570\t85\t52.4'\n",
"DEBUG:lasio.reader:Line 882: reading data '81.200\t538\t66\t96.4'\n",
"DEBUG:lasio.reader:Line 883: reading data '81.300\t500\t67\t76.6'\n",
"DEBUG:lasio.reader:Line 884: reading data '81.400\t537\t83\t46.8'\n",
"DEBUG:lasio.reader:Line 885: reading data '81.500\t500\t70\t65.7'\n",
"DEBUG:lasio.reader:Line 886: reading data '81.600\t525\t70\t76.6'\n",
"DEBUG:lasio.reader:Line 887: reading data '81.700\t537\t63\t100.0'\n",
"DEBUG:lasio.reader:Line 888: reading data '81.800\t515\t60\t100.0'\n",
"DEBUG:lasio.reader:Line 889: reading data '81.900\t520\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 890: reading data '82.000\t480\t60\t91.8'\n",
"DEBUG:lasio.reader:Line 891: reading data '82.100\t515\t58\t100.0'\n",
"DEBUG:lasio.reader:Line 892: reading data '82.200\t527\t57\t100.0'\n",
"DEBUG:lasio.reader:Line 893: reading data '82.300\t487\t83\t34.3'\n",
"DEBUG:lasio.reader:Line 894: reading data '82.400\t523\t78\t53.5'\n",
"DEBUG:lasio.reader:Line 895: reading data '82.500\t523\t43\t100.0'\n",
"DEBUG:lasio.reader:Line 896: reading data '82.600\t485\t58\t100.0'\n",
"DEBUG:lasio.reader:Line 897: reading data '82.700\t483\t50\t100.0'\n",
"DEBUG:lasio.reader:Line 898: reading data '82.800\t500\t53\t100.0'\n",
"DEBUG:lasio.reader:Line 899: reading data '82.900\t523\t50\t100.0'\n",
"DEBUG:lasio.reader:Line 900: reading data '83.000\t508\t78\t49.0'\n",
"DEBUG:lasio.reader:Line 901: reading data '83.100\t497\t67\t75.0'\n",
"DEBUG:lasio.reader:Line 902: reading data '83.200\t535\t70\t80.9'\n",
"DEBUG:lasio.reader:Line 903: reading data '83.300\t508\t78\t49.0'\n",
"DEBUG:lasio.reader:Line 904: reading data '83.400\t513\t53\t100.0'\n",
"DEBUG:lasio.reader:Line 905: reading data '83.500\t540\t75\t67.4'\n",
"DEBUG:lasio.reader:Line 906: reading data '83.600\t490\t48\t100.0'\n",
"DEBUG:lasio.reader:Line 907: reading data '83.700\t523\t68\t83.9'\n",
"DEBUG:lasio.reader:Line 908: reading data '83.800\t513\t58\t100.0'\n",
"DEBUG:lasio.reader:Line 909: reading data '83.900\t548\t70\t86.3'\n",
"DEBUG:lasio.reader:Line 910: reading data '84.000\t553\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 911: reading data '84.100\t574\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 912: reading data '84.200\t536\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 913: reading data '84.300\t0\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 914: reading data '84.400\t0\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 915: reading data '84.500\t0\t0\t0.0'\n",
"DEBUG:lasio.reader:Line 916: reading data ''\n",
"DEBUG:lasio.las:Read ndarray (3228,)\n",
"DEBUG:lasio.las:~A data [3.9 0. 0. ... 0. 0. 0. ]\n",
"DEBUG:lasio.las:~A after NULL replacement data [3.9 0. 0. ... 0. 0. 0. ]\n",
"DEBUG:lasio.las:Data array (size (3228,)) assumed to have 4 columns (0 curves defined)\n",
"DEBUG:lasio.las:set_data. names to use: ['', '', '', '']\n"
]
}
],
"source": [
"las = lasio.read(tmp)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "incoming-authority",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[HeaderItem(mnemonic=\"DEPT\", unit=\"FT\", value=\"00 001 00 00\", descr=\"1 DEPTH\"),\n",
" HeaderItem(mnemonic=\"NEUT(N)\", unit=\"CPS\", value=\"00 000 00 00\", descr=\"2 ...),\n",
" HeaderItem(mnemonic=\"NEUT(F)\", unit=\"CPS\", value=\"00 000 00 00\", descr=\"3 ...),\n",
" HeaderItem(mnemonic=\"POR(NEU)\", unit=\"PERCENT\", value=\"00 330 00 00\", descr=...)]"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"las.well"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "democratic-smith",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[CurveItem(mnemonic=\"UNKNOWN:1\", unit=\"\", value=\"\", descr=\"\", original_mnemonic=\"\", data.shape=(807,)),\n",
" CurveItem(mnemonic=\"UNKNOWN:2\", unit=\"\", value=\"\", descr=\"\", original_mnemonic=\"\", data.shape=(807,)),\n",
" CurveItem(mnemonic=\"UNKNOWN:3\", unit=\"\", value=\"\", descr=\"\", original_mnemonic=\"\", data.shape=(807,)),\n",
" CurveItem(mnemonic=\"UNKNOWN:4\", unit=\"\", value=\"\", descr=\"\", original_mnemonic=\"\", data.shape=(807,))]"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"las.curves"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "wooden-pattern",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [conda env:wrap] *",
"language": "python",
"name": "conda-env-wrap-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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