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ClinicalTrialsDataProcessing/Parser/textprocessing.py

184 lines
6.7 KiB
Python

from copy import copy
from datetime import datetime
from bs4 import BeautifulSoup
import re
form = """
<tr>
<td colspan="2">
<form id="form_StudyStatus">
<div class="w3-responsive">
<fieldset class="entryReq" id="StudyStatus"
style="margin:auto;margin-bottom:1em;padding-bottom:0.5em;width:98%;">
<legend class="moduleLabel"> <img id="StudyStatusImg" class="toggleImage"
onclick="toggleModule('StudyStatus');" src="html/images/collapse.png"
alt='Open or close this module'>
Study Status</legend>
<div id="StudyStatusBody" class="moduleBody">
<table class="indent1 moduleTable resultTable">
<thead>
<tr>
<th style="width:210px;"></th>
<th></th>
</tr>
</thead>
<tbody>
<tr>
<td class="rowLabel" style="min-width: 210px;">Record Verification:</td>
<td>April <span class="drop_hilite">2008</span> <span class="add_hilite">2017</span> </td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">Overall Status:</td>
<td><span class="drop_hilite">Recruiting</span> <span class="add_hilite">Completed</span></td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">Study Start:</td>
<td>March 2008 </td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">Primary Completion:</td>
<td> <span class="add_hilite">December 2009 [Actual]</span> </td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">Study Completion:</td>
<td>December 2009 [ <span class="drop_hilite">Anticipated</span> <span
class="add_hilite">Actual</span>] </td>
</tr>
<tr style="border-bottom:1px solid lightgray">
<td colspan="3"></td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">First Submitted:</td>
<td>April 10, 2008 </td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">First Submitted that<br />Met QC Criteria:</td>
<td>April 10, 2008 </td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">First Posted:</td>
<td>April 15, 2008 [Estimate] </td>
</tr>
<tr style="border-bottom:1px solid lightgray">
<td colspan="3"></td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">Results First Submitted:</td>
<td> <span class="add_hilite">February 6, 2014</span> </td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">Results First Submitted that<br />Met QC
Criteria:</td>
<td> <span class="add_hilite">August 29, 2014</span> </td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">Results First Posted:</td>
<td> <span class="add_hilite">September 9, 2014 [Estimate]</span> </td>
</tr>
<tr style="border-bottom:1px solid lightgray">
<td colspan="3"></td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">Last Update Submitted that<br />Met QC Criteria:
</td>
<td>April <span class="drop_hilite">10</span> <span class="add_hilite">18</span>, <span
class="drop_hilite">2008</span> <span class="add_hilite">2017</span> </td>
</tr>
<tr>
<td class="rowLabel" style="min-width: 210px;">Last Update Posted:</td>
<td><span class="drop_hilite">April 15, 2008 [Estimate]</span> <span class="add_hilite">May 19,
2017 [Actual]</span> </td>
</tr>
</tbody>
</table>
</div>
</fieldset>
</div>
</form>
</td>
</tr>
"""
entry1 = """
<tr>
<td class="rowLabel" style="min-width: 210px;">Record Verification:</td>
<td>April <span class="drop_hilite">2008</span> <span class="add_hilite">2017</span> </td>
</tr>
"""
entry2 = '<td> <span class="add_hilite">December 2009 [Actual]</span> </td>'
DROP_HILITE_re = re.compile('<span class="drop_hilite">[\[\]\w]*</span>\s?')
ADD_HILITE_re = re.compile('<span class="add_hilite">\w*</span>\s?')
TAGS_RE = re.compile('<[=-_,.:;"/\w\s]+>')
def extract_new_data(td):
text = td.__str__()
return TAGS_RE.sub("",DROP_HILITE_re.sub(" ",text)).strip()
def extract_old_data(td):
text = td.__str__()
return TAGS_RE.sub("",ADD_HILITE_re.sub(" ",text)).strip()
def delete_tags(td):
text = td.__str__()
return TAGS_RE.sub(" ",text).strip()
def extract_date_and_tag(text, date_format):
"""
Extracts a datetype according to the date format
and the estimate tag based on
"""
if not text:
return " "
date_split = text.split("[")
if len(date_split) > 1:
estimate_tag = date_split[1].split("]")[0].strip()
else:
estimate_tag = None
date_object = datetime.strptime(date_split[0].strip(), date_format)
return estimate_tag, date_object
#TODO: Write test
def extract_text_and_tag(text):
"""
"""
pass
if __name__ == "__main__":
Entry = BeautifulSoup(entry1, "lxml")
Form = BeautifulSoup(form, "lxml")
print(extract_new_data(Entry.find_all("td")[1]))
print(extract_old_data(Entry.find_all("td")[1]))
for tr in Form.find_all("tr"):
data = tr.find_all("td")
match len(data):
case 0: print("no data")
case 1: print("1\t",data[0])
case _: print(len(data), "\t", extract_new_data(data[1]) ,"\t|\t", extract_old_data(data[1]))
#print(extract_date_and_tag(extract_old_data(Entry.find_all("td")[1]), "%B %Y"))
print(extract_date_and_tag("April 2008 [ test ]", "%B %Y"))
Entry2 = BeautifulSoup(entry2,"lxml")
print(extract_old_data(Entry2)) #error here.
print(extract_new_data(Entry2))
Entry3 = copy(Entry2)
print(Entry3)
Entry4 = Entry3.find_all(class_="add_hilite")[0].extract()
print(Entry3.text)
print(Entry4.text)