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import streamlit as st |
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st.set_page_config(layout="wide", page_title='Rock physics template v.0.1') |
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from load_css import local_css |
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import lasio |
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import missingno as mno |
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import pandas as pd |
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import home |
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import raw_data |
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import plotting |
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import header |
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import missingdata |
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import RPT |
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import GeoMechanics |
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import plotly.express as px |
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from io import StringIO |
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local_css("style.css") |
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@st.cache_data |
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def load_data(uploaded_file): |
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if uploaded_file is not None: |
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try: |
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bytes_data = uploaded_file.read() |
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str_io = StringIO(bytes_data.decode('Windows-1252')) |
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las_file = lasio.read(str_io) |
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well_data = las_file.df() |
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well_data['DEPTH'] = well_data.index |
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except UnicodeDecodeError as e: |
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st.error(f"error loading log.las: {e}") |
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else: |
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las_file = None |
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well_data = None |
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return las_file, well_data |
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def missing_data(): |
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st.title('Missing Data') |
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missing_data = well_data.copy() |
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missing = px.area(well_data, x='DEPTH', y='DT') |
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st.plotly_chart(missing) |
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las_file=None |
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st.sidebar.write('# LAS Data Explorer') |
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st.sidebar.write('To begin using the app, load your LAS file using the file upload option below.') |
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uploadedfile = st.sidebar.file_uploader(' ', type=['.las']) |
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las_file, well_data = load_data(uploadedfile) |
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if las_file: |
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st.sidebar.success('File Uploaded Successfully') |
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st.sidebar.write(f'<b>Well Name</b>: {las_file.well.WELL.value}',unsafe_allow_html=True) |
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st.sidebar.title('Navigation') |
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options = st.sidebar.radio('Select a page:', |
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['Home', 'Header Information', 'Data Information', 'Data Visualisation', |
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'Missing Data Visualisation','GeoMechanics','RPT building']) |
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if options == 'Home': |
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home.home() |
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elif options == 'Header Information': |
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header.header(las_file) |
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elif options == 'Data Information': |
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raw_data.raw_data(las_file, well_data) |
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elif options == 'Data Visualisation': |
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plotting.plot(las_file, well_data) |
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elif options == 'Missing Data Visualisation': |
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missingdata.missing(las_file, well_data) |
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elif options == 'GeoMechanics': |
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GeoMechanics.geomech_cal(las_file, well_data) |
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elif options == 'RPT building': |
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RPT.RPT_template(las_file, well_data) |
