Converter LAS file to python dictionary and json file
Project description
LAS 2.0 Reader and Converter to JSON
This package useful for reading and converting the LAS file to python dict
and json
.
LAS (Log ASCII Standard) is a structured ASCII file containing log curve data and header information. For more detail.
LAS File Example
~VERSION INFORMATION
VERS. 2.0 : CWLS LOG ASCII STANDARD - VERSION 2.0
WRAP. NO : SINGLE LINE PER DEPTH STEP
CREA. 1/30/2018 12:24:47 PM
#CREATED USING IP VERSION 3.6.2010.102 BY LELY ON 1/30/2018 12:24:47 PM
~WELL INFORMATION
#MNEM.UNIT DATA DESCRIPTION MNEMONIC
#--------- --------------------------- --------------------------
STRT .M 23.6220 : START DEPTH
STOP .M 1522.1713 : STOP DEPTH
STEP .M 0.1524 : STEP VALUE
NULL . -999.0000 : NULL VALUE
SRVC . SCH : Service Company/Logging company
DATE . 1/30/2018 : LAS file Creation Date
WELL . JPN-A : Well Name
COMP . PT. Pertamina EP : Company
FLD . JEPON : Field
STATE . JAWA TENGA : State
COUNT . Indonesia : Country
LOC . X : Location
LATI . -6.9952777778 : Latitude/Northing
LONG . 111.5247222222 : Longitude/Easting
PDAT . MSL : Permanent Datum
EPDAT . 0.0000 : Elevation of Permanent Datum
LGMEA . KB : Log Measured from
APDAT . 169.0000 : Elevation Above Permanent Datum
RWS . -999 : Def_Rw
WST . -999 : Def_Rwt
CNTY . OW 700/39 : County
~CURVE INFORMATION
#MNEM UNIT API CODE Curve Type Comments
#---------- ---------- ---------- ---------- --------
DEPTH .M : Depth
Perm .md : perm
~A Log data section
# DEPTH Perm
23.6220 0.0000
23.7744 3001.4817
23.9268 3001.4556
24.0792 3030.4937
24.2316 3028.0435
24.3840 2960.1401
~Other Information Section
The log digits for this well were hand digitized from poor half scale log
prints. This was the best information available at the time. Every attempt should be made to track down the original films. .Dec. 12,1990 John Doe, Petrophysics
see full LAS file here.
Installation
pip install las-converter
How to use
LAS converter with file
input. see here.
from LAS import Converter
c = Converter() # create converter object
log = c.set_file("file.las") #return LogWrapper
# get section
data = log.data
version = log.version
curve = log.curve
parameter = log.parameter
well = log.well
other = log.other
# or get dictionary
log_in_dict = log.get_dict()
# or print on json format and save to disk
log_in_json = log.get_json("outfile_name")
Server app (Flask)
LAS converter with stream
input. see here.
# server app for handling upload
from flask import request
from LAS import Converter
@app.route('/upload', methods=['GET', 'POST'])
def upload_file():
if request.method == "POST":
f = request.files['file']
# read stream
stream = f.stream.readlines()
# code for Las Converter
c = Converter()
log = c.set_stream(stream)
# or get only assci/data
data = log.data
Output
JSON
(log = {
"data": {
"depth": [23.622, 23.7744, 23.9268, 24.0792, 24.2316, 24.384],
"perm": [0.0, 3001.4817, 3001.4556, 3030.4937, 3028.0435, 2960.1401]
}
})
Python dict
see detail.
log.data = {
'depth': [23.622, 23.7744, 23.9268, 24.0792, 24.2316, 24.384],
'perm': [0.0, 3001.4817, 3001.4556, 3030.4937, 3028.0435, 2960.1401]
}
see detail.
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