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troggle/parsers/logbooks.py

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import os
import re
from datetime import date, datetime
from pathlib import Path
from random import randint
from django.conf import settings
from django.template.defaultfilters import slugify
from parsers.people import GetPersonExpeditionNameLookup
from troggle.core.models.caves import GetCaveLookup, LogbookEntry, PersonTrip
from troggle.core.models.troggle import DataIssue, Expedition
from troggle.core.utils import save_carefully
"""
Parses and imports logbooks in all their wonderful confusion
See detailed explanation of the complete process:
https://expo.survex.com/handbook/computing/logbooks-parsing.html
"""
todo = """
- refactor everything with some urgency, esp. parse_logbook_for_expedition()
- break out the code that hits the database from that which parses the logbook
so that the file-reading and parsing can be parallelized, while writing to the
database remains serialized (sqlite is single-user).
- profile the code to find bad repetitive things, of which there are many.
- attach or link a DataIssue to an individual expo (logbook) so that it can be found and deleted
- far too many uses of Django field dereferencing to get values, which is SLOW
- rewrite to use generators rather than storing everything intermediate in lists - to reduce memory impact.
- We should ensure logbook.html is utf-8 and stop this crap:
file_in = open(logbookfile,'rb')
txt = file_in.read().decode("latin1")
- this is a slow and uncertain function: cave = getCaveByReference(caveRef)
- use Fixtures https://docs.djangoproject.com/en/4.1/ref/django-admin/#django-admin-loaddata to cache
data for old logbooks? Not worth it..
"""
MAX_LOGBOOK_ENTRY_TITLE_LENGTH = 200
BLOG_PARSER_SETTINGS = {
# "2022": ("ukcavingblog.html", "parser_blog"), # now folded in to logbooks.html
# "2019": ("ukcavingblog.html", "parser_blog"), # now folded in to logbooks.html
# "2018": ("ukcavingblog.html", "parser_blog"), # now folded in to logbooks.html
# "2017": ("ukcavingblog.html", "parser_blog"), # now folded in to logbooks.html
}
DEFAULT_LOGBOOK_FILE = "logbook.html"
DEFAULT_LOGBOOK_PARSER = "parser_html"
# All years now (Jan.2023) use the default value for Logbook parser
# dont forget to update expoweb/pubs.htm to match. 1982 left as reminder of expected format.
LOGBOOK_PARSER_SETTINGS = {
"1982": ("logbook.html", "parser_html"),
}
entries = {
"2022": 90,
"2019": 55,
"2018": 95,
"2017": 74,
"2016": 86,
"2015": 80,
"2014": 66,
"2013": 52,
"2012": 76,
"2011": 71,
"2010": 22,
"2009": 53,
"2008": 49,
"2007": 113,
"2006": 60,
"2005": 55,
"2004": 76,
"2003": 42,
"2002": 31,
"2001": 49,
"2000": 54,
"1999": 79,
"1998": 43,
"1997": 53,
"1996": 95,
"1995": 42,
"1994": 32,
"1993": 41,
"1992": 62,
"1991": 39,
"1990": 87,
"1989": 63,
"1988": 61,
"1987": 34,
"1985": 24,
"1984": 32,
"1983": 52,
"1982": 42,
}
logentries = [] # the entire logbook for one year is a single object: a list of entries
noncaveplaces = ["Journey", "Loser Plateau", "UNKNOWN", "plateau", "base camp", "basecamp", "top camp", "topcamp"]
trips = {}
def set_trip_id(year, seq):
tid = f"{year}_s{seq:02d}"
return tid
rx_tripperson = re.compile(r"(?i)<u>(.*?)</u>$")
rx_round_bracket = re.compile(r"[\(\[].*?[\)\]]")
def GetTripPersons(trippeople, expedition, logtime_underground, tid=None):
res = []
author = None
# print(f'# {tid}')
# print(f" - {tid} '{trippeople}' ")
for tripperson in re.split(r",|\+|&amp;|&(?!\w+;)| and ", trippeople):
tripperson = tripperson.strip()
# mul = re.match(r"(?i)<u>(.*?)</u>$", tripperson)
mul = rx_tripperson.match(tripperson)
if mul:
tripperson = mul.group(1).strip()
if tripperson and tripperson[0] != "*":
tripperson = re.sub(rx_round_bracket, "", tripperson).strip()
# these aliases should be moved to people.py GetPersonExpeditionNameLookup(expedition)
if tripperson == "Wiggy":
tripperson = "Phil Wigglesworth"
if tripperson == "Animal":
tripperson = "Mike Richardson"
if tripperson == "MikeTA":
tripperson = "Mike Richardson"
if tripperson == "CavingPig":
tripperson = "Elaine Oliver"
if tripperson == "nobrotson":
tripperson = "Rob Watson"
if tripperson == "Tinywoman":
tripperson = "Nadia"
if tripperson == "tcacrossley":
tripperson = "Tom Crossley"
if tripperson == "Samouse1":
tripperson = "Todd Rye"
personyear = GetPersonExpeditionNameLookup(expedition).get(tripperson.lower())
if not personyear:
message = f" ! - {expedition.year} No name match for: '{tripperson}' in entry {tid=} for this expedition year."
print(message)
DataIssue.objects.create(parser="logbooks", message=message)
res.append((personyear, logtime_underground))
if mul:
author = personyear
if not author:
if not res:
return "", 0
author = res[-1][0] # the previous valid person and a time of 0 hours
# print(f" - {tid} [{author.person}] '{res[0][0].person}'...")
return res, author
def EnterLogIntoDbase(date, place, title, text, trippeople, expedition, logtime_underground, tid=None):
"""saves a single logbook entry and related persontrips
Does NOT save the expeditionday_id - all NULLs. why? Because we are deprecating expeditionday !
troggle.log shows that we are creating lots of duplicates, which is no no problem with SQL as they just overwrite but we are saving the same thing too many times..
Until 18 Dec.2022, this was overwriting logbook entries for the same date with the same title, because
lookupAttribs={'date':date, 'title':title}
"""
# Nasty hack, must tidy this up..
if logtime_underground:
try:
logtime_underground = float(logtime_underground)
except:
# print(f"logtime_underground = {logtime_underground}")
tu_match = re.match(r"(T/U:\s*)?(\d+[.]?\d*).*", logtime_underground)
if tu_match:
# print(f"logtime_underground = {tu_match.group(2)}")
logtime_underground = float(tu_match.group(2))
else:
logtime_underground = 0
else:
logtime_underground = 0
try:
trippersons, author = GetTripPersons(trippeople, expedition, logtime_underground, tid=tid)
# print(f" - {author} - {logtime_underground}")
except:
message = f" ! - {expedition.year} Skipping logentry: {title} - GetTripPersons FAIL"
DataIssue.objects.create(parser="logbooks", message=message)
print(message)
raise
return
if not author:
message = f" ! - {expedition.year} Warning: logentry: {title} - no expo member author for entry '{tid}'"
DataIssue.objects.create(parser="logbooks", message=message)
print(message)
# return
# This needs attention. The slug field is derived from 'title'
# both GetCaveLookup() and GetTripCave() need to work together better. None of this data is *used* though?
# tripCave = GetTripCave(place):
lplace = place.lower()
cave = None
if lplace not in noncaveplaces:
cave = GetCaveLookup().get(lplace)
y = str(date)[:4]
text = text.replace(' src="', f' src="/years/{y}/')
text = text.replace(" src='", f" src='/years/{y}/")
text = text.replace(f' src="/years/{y}//years/{y}/', f' src="/years/{y}/')
text = text.replace(f" src='/years/{y}//years/{y}/", f" src='/years/{y}/")
text = text.replace("\t", "")
text = text.replace("\n\n\n", "\n\n")
# Check for an existing copy of the current entry, and save
expedition.get_expedition_day(date)
lookupAttribs = {"date": date, "title": title}
# 'cave' is converted to a string doing this, which renders as the cave slug.
# but it is a db query which we should try to avoid - rewrite this
# NEW slug for a logbook entry here! Unique id + slugified title fragment
if tid is not None:
slug = tid
# slug = tid + "_" + slugify(title)[:10].replace('-','_')
else:
slug = str(randint(1000, 9999)) + "_" + slugify(title)[:10].replace("-", "_")
nonLookupAttribs = {
"place": place,
"text": text,
"expedition": expedition,
"time_underground": logtime_underground,
"cave_slug": str(cave),
"slug": slug,
}
# This creates the lbo instance of LogbookEntry
lbo, created = save_carefully(LogbookEntry, lookupAttribs, nonLookupAttribs)
# for PersonTrip time_underground is float (decimal hours)
for tripperson, time_underground in trippersons:
# print(f" - {tid} '{tripperson}' author:{tripperson == author}")
lookupAttribs = {"personexpedition": tripperson, "logbook_entry": lbo}
nonLookupAttribs = {"time_underground": time_underground, "is_logbook_entry_author": (tripperson == author)}
# this creates the PersonTrip instance.
save_carefully(PersonTrip, lookupAttribs, nonLookupAttribs)
def ParseDate(tripdate, year):
"""Interprets dates in the expo logbooks and returns a correct datetime.date object"""
dummydate = date(1970, 1, 1) # replace with _EPOCH
month = 1
day = 1
# message = f" ! - Trying to parse date in logbook: {tripdate} - {year}"
# print(message)
try:
mdatestandard = re.match(r"(\d\d\d\d)-(\d\d)-(\d\d)", tripdate)
mdategoof = re.match(r"(\d\d?)/0?(\d)/(20|19)?(\d\d)", tripdate)
if mdatestandard:
if not (mdatestandard.group(1) == year):
message = f" ! - Bad date (year) in logbook: {tripdate} - {year}"
DataIssue.objects.create(parser="logbooks", message=message)
return dummydate
else:
year, month, day = int(mdatestandard.group(1)), int(mdatestandard.group(2)), int(mdatestandard.group(3))
elif mdategoof:
if not (not mdategoof.group(3) or mdategoof.group(3) == year[:2]):
message = " ! - Bad date mdategoof.group(3) in logbook: " + tripdate + " - " + mdategoof.group(3)
DataIssue.objects.create(parser="logbooks", message=message)
return dummydate
else:
yadd = int(year[:2]) * 100
day, month, year = int(mdategoof.group(1)), int(mdategoof.group(2)), int(mdategoof.group(4)) + yadd
else:
year = 1970 # replace with _EPOCH
message = f" ! - Bad date in logbook: {tripdate} - {year}"
DataIssue.objects.create(parser="logbooks", message=message)
return date(year, month, day)
except:
message = f" ! - Failed to parse date in logbook: {tripdate} - {year}"
DataIssue.objects.create(parser="logbooks", message=message)
return datetime.date(1970, 1, 1) # replace with _EPOCH
def parser_html(year, expedition, txt, seq=""):
"""This uses some of the more obscure capabilities of regular expressions,
see https://docs.python.org/3/library/re.html
You can't see it here, but a round-trip export-then-import will move
the endmatter up to the frontmatter. This made sense when translating
from parser_html_01 format logfiles, believe me.
"""
global logentries
# extract front material and stash for later use when rebuilding from list of entries
headmatch = re.match(r"(?i)(?s).*<body[^>]*>(.*?)<hr.*", txt)
headpara = headmatch.groups()[0].strip()
# print(f" - headpara:\n'{headpara}'")
if len(headpara) > 0:
frontpath = Path(settings.EXPOWEB, "years", year, "frontmatter.html")
with open(frontpath, "w") as front:
front.write(headpara + "\n")
# extract END material and stash for later use when rebuilding from list of entries
endmatch = re.match(r"(?i)(?s).*<hr\s*/>([\s\S]*?)(?=</body)", txt)
endpara = endmatch.groups()[0].strip()
# print(f" - endpara:\n'{endpara}'")
if len(endpara) > 0:
endpath = Path(settings.EXPOWEB, "years", year, "endmatter.html")
with open(endpath, "w") as end:
end.write(endpara + "\n")
tripparas = re.findall(r"<hr\s*/>([\s\S]*?)(?=<hr)", txt)
logbook_entry_count = 0
for trippara in tripparas:
logbook_entry_count += 1
tid = set_trip_id(year, logbook_entry_count)
# print(f' - new tid:{tid} lbe count: {logbook_entry_count}')
s = re.match(
r"""(?x)(?:\s*<div\sclass="tripdate"\sid=".*?">.*?</div>\s*<p>)? # second date
\s*(?:<a\s+id="(.*?)"\s*/>\s*</a>)?
\s*<div\s+class="tripdate"\s*(?:id="(.*?)")?>(.*?)</div>(?:<p>)?
\s*<div\s+class="trippeople">\s*(.*?)</div>
\s*<div\s+class="triptitle">\s*(.*?)</div>
([\s\S]*?)
\s*(?:<div\s+class="timeug">\s*(.*?)</div>)?
\s*$
""",
trippara,
)
if s:
tripid, tripid1, tripdate, trippeople, triptitle, triptext, tu = s.groups()
else: # allow title and people to be swapped in order
msg = f" !- {year} Can't parse:{logbook_entry_count} '{trippara[:50]}'..."
print(msg)
DataIssue.objects.create(parser="logbooks", message=msg)
s2 = re.match(
r"""(?x)(?:\s*<div\sclass="tripdate"\sid=".*?">.*?</div>\s*<p>)? # second date
\s*(?:<a\s+id="(.*?)"\s*/>\s*</a>)?
\s*<div\s+class="tripdate"\s*(?:id="(.*?)")?>(.*?)</div>(?:<p>)?
\s*<div\s+class="triptitle">\s*(.*?)</div>
\s*<div\s+class="trippeople">\s*(.*?)</div>
([\s\S]*?)
\s*(?:<div\s+class="timeug">\s*(.*?)</div>)?
\s*$
""",
trippara,
)
if s2:
tripid, tripid1, tripdate, triptitle, trippeople, triptext, tu = s2.groups()
else:
# if not re.search(r"Rigging Guide", trippara):
msg = f" !- Logbook. Can't parse entry on 2nd pass:{logbook_entry_count} '{trippara[:50]}'..."
print(msg)
DataIssue.objects.create(parser="logbooks", message=msg)
continue
ldate = ParseDate(tripdate.strip(), year)
triptitles = triptitle.split(" - ")
if len(triptitles) >= 2:
tripcave = triptitles[0]
else:
tripcave = "UNKNOWN"
ltriptext = re.sub(r"</p>", "", triptext)
# ltriptext = re.sub(r"\s*?\n\s*", " ", ltriptext)
ltriptext = re.sub(r"<p>", "<br /><br />", ltriptext).strip()
triptitle = triptitle.strip()
entrytuple = (ldate, tripcave, triptitle, ltriptext, trippeople, expedition, tu, tripid1)
logentries.append(entrytuple)
def parser_blog(year, expedition, txt, sq=""):
"""Parses the format of web pages collected as 'Save As HTML" from the UK Caving blog website.
Note that the entries have dates and authors, but no titles.
See detailed explanation of the complete process:
https://expo.survex.com/handbook/computing/logbooks-parsing.html
https://expo.survex.com/handbook/computing/log-blog-parsing.html
This uses some of the more obscure capabilities of regular expressions,
see https://docs.python.org/3/library/re.html
BLOG entries have this structure:
<article ... data-author="Tinywoman" data-content="post-298780" id="js-post-298780">
<article class="message-body js-selectToQuote">
</article>
</article>
So the content is nested inside the header. Attachments (images) come after the content.
"""
global logentries
tripheads = re.findall(
r"<article class=\"message message--post js-post js-inlineModContainer\s*\"\s*([\s\S]*?)(?=</article)", txt
)
if not (tripheads):
message = f" ! - Skipping on failure to parse article header: {txt[:500]}"
print(message)
# (?= is a non-consuming match, see https://docs.python.org/3/library/re.html
tripparas = re.findall(
r"<article class=\"message-body js-selectToQuote\"\>\s*([\s\S]*?)(</article[^>]*>)([\s\S]*?)(?=</article)", txt
)
if not (tripparas):
message = f" ! - Skipping on failure to parse article content: {txt[:500]}"
print(message)
if len(tripheads) != len(tripparas):
print(f"{len(tripheads)} != {len(tripparas)}")
print(f"{len(tripheads)} - {len(tripparas)}")
location = "Plateau" # best guess, fix manually later
tu = 0
logbook_entry_count = 0
for i in range(0, len(tripparas)):
tripstuff = tripparas[i]
attach = tripstuff[2]
# note use on non-greedy *? regex idiom here
attach = re.sub(r"<div class=\"file-content\">[\s\S]*?(?=</li>)", "", attach)
attach = re.sub(r"<footer[\s\S]*(</footer>)", "", attach)
tripcontent = tripstuff[0] + attach
# print(f"{i} - {len(tripstuff)} - {tripstuff[1]}")
triphead = tripheads[i]
logbook_entry_count += 1
tid = set_trip_id(year, logbook_entry_count) + "_blog" + sq
# print(f" - tid: {tid}")
# data-author="tcacrossley"
match_author = re.search(r".*data-author=\"([^\"]*)\" data-content=.*", triphead)
if not (match_author):
message = f" ! - Skipping logentry {year}:{logbook_entry_count} on failure to parse data-author {tid} {triphead[:400]}..."
DataIssue.objects.create(parser="logbooks", message=message)
print(message)
break
trippeople = match_author.group(1)
# print(f" - tid: {tid} {trippeople}")
# datetime="2019-07-11T13:16:18+0100"
match_datetime = re.search(r".*datetime=\"([^\"]*)\" data-time=.*", triphead)
if not (match_datetime):
message = f" ! - Skipping logentry {year}:{logbook_entry_count} on failure to parse datetime {tid} {triphead[:400]}..."
DataIssue.objects.create(parser="logbooks", message=message)
print(message)
break
datestamp = match_datetime.group(1)
try:
tripdate = datetime.fromisoformat(datestamp)
except:
message = f" ! - FROMISOFORMAT fail logentry {year}:{logbook_entry_count} {tid} '{datestamp}'"
DataIssue.objects.create(parser="logbooks", message=message)
print(message)
# fallback, ignore the timestamp bits:
tripdate = datetime.fromisoformat(datestamp[0:10])
# print(f" - tid: {tid} '{trippeople}' '{tripdate}'")
# tripname must have the location then a hyphen at the beginning as it is ignored by export function
location = "Unknown"
tripname = f"Expo - UK Caving Blog{sq} post {logbook_entry_count}" # must be unique for a given date
tripcontent = re.sub(r"(width=\"\d+\")", "", tripcontent)
tripcontent = re.sub(r"height=\"\d+\"", "", tripcontent)
tripcontent = re.sub(r"width: \d+px", "", tripcontent)
tripcontent = re.sub(r"\n\n+", "\n\n", tripcontent)
tripcontent = re.sub(r"<hr\s*>", "", tripcontent)
tripcontent = f"\n\n<!-- Content parsed from UK Caving Blog -->\nBlog Author: {trippeople}" + tripcontent
entrytuple = (tripdate, location, tripname, tripcontent, trippeople, expedition, tu, tid)
logentries.append(entrytuple)
def clean_logbook_for_expedition(expedition):
def cleanerrors(year):
dataissues = DataIssue.objects.filter(parser="logbooks")
for di in dataissues:
ph = year
if re.search(ph, di.message) is not None: # SLOW just to delete issues for one year
# print(f' - CLEANING dataissue {di.message}')
di.delete()
year = expedition.year
cleanerrors(year)
lbes = LogbookEntry.objects.filter(expedition=expedition) # must be a quicker way
for lbe in lbes:
lbe.delete()
def parse_logbook_for_expedition(expedition):
"""Parses all logbook entries for one expedition
if clean==True then it deletes all entries for this year first.
"""
global logentries
# absolutely horrid. REFACTOR THIS (all my fault..)
global entries
logbook_parseable = False
yearlinks = LOGBOOK_PARSER_SETTINGS
expologbase = os.path.join(settings.EXPOWEB, "years")
logentries = []
year = expedition.year
expect = entries[year]
# print(" - Logbook for: " + year)
if year in yearlinks:
yearfile, yearparser = yearlinks[year]
logbookpath = Path(yearfile)
expedition.logbookfile = yearfile
parsefunc = yearparser
# print(f" - Logbook file {yearfile} using parser {yearparser}")
else:
logbookpath = Path(DEFAULT_LOGBOOK_FILE)
expedition.logbookfile = DEFAULT_LOGBOOK_FILE
parsefunc = DEFAULT_LOGBOOK_PARSER
expedition.save()
for sq in ["", "2", "3", "4"]: # cope with blog saved as many separate files
lb = Path(expologbase, year, logbookpath.stem + sq + logbookpath.suffix)
if not (lb.is_file()):
# print(f" ! End of blog. Next blog file in sequence not there:{lb}")
break
try:
with open(lb, "rb") as file_in:
txt = file_in.read().decode("utf-8")
logbook_parseable = True
except (IOError):
logbook_parseable = False
print(f" ! Couldn't open logbook as UTF-8 {lb}")
except:
logbook_parseable = False
print(f" ! Very Bad Error opening {lb}")
if logbook_parseable:
# --------------------
parser = globals()[parsefunc]
print(f" - {year} parsing with {parsefunc} - {lb}")
parser(year, expedition, txt, sq) # this launches the right parser for this year
# --------------------
dupl = {}
for entrytuple in logentries:
date, tripcave, triptitle, text, trippeople, expedition, logtime_underground, tripid1 = entrytuple
check = (date, triptitle)
if check in dupl:
dupl[check] += 1
triptitle = f"{triptitle} #{dupl[check]}"
print(f" - {triptitle} -- {date}")
else:
dupl[check] = 1
EnterLogIntoDbase(date, tripcave, triptitle, text, trippeople, expedition, logtime_underground, tripid1)
if len(logentries) == expect:
# print(f"OK {year} {len(logentries):5d} is {expect}\n")
pass
else:
print(f"Mismatch in number of log entries: {year} {len(logentries):5d} is not {expect}\n")
return len(logentries)
def LoadLogbook(year):
"""One off logbook for testing purposes"""
global LOGBOOK_PARSER_SETTINGS
nlbe = {}
expo = Expedition.objects.get(year=year)
year = expo.year # some type funny
clean_logbook_for_expedition(expo)
nlbe[expo] = parse_logbook_for_expedition(expo) # this actually loads the logbook for one expo
if year in BLOG_PARSER_SETTINGS:
print("BLOG parsing")
LOGBOOK_PARSER_SETTINGS[year] = BLOG_PARSER_SETTINGS[year]
nlbe[expo] = parse_logbook_for_expedition(expo) # this loads the blog logbook for one expo
else:
print(
f"Not a year with extant blog entries to import: '{year}' not in BLOG_PARSER_SETTINGS {BLOG_PARSER_SETTINGS}"
)
def LoadLogbooks():
"""This is the master function for parsing all logbooks into the Troggle database.
This should be rewritten to use coroutines to load all logbooks from disc in parallel,
but must be serialised to write to database as sqlite is single-user.
"""
global entries
DataIssue.objects.filter(parser="logbooks").delete()
expos = Expedition.objects.all()
if len(expos) <= 1:
message = " ! - No expeditions found. Load 'people' first"
DataIssue.objects.create(parser="logbooks", message=message)
print(message)
return
noexpo = [
"1986",
"2020",
"2021",
] # no expo
lostlogbook = ["1976", "1977", "1978", "1979", "1980", "1981"]
sqlfail = [""] # breaks mysql with db constraint fail - all now fixed.]
nologbook = noexpo + lostlogbook + sqlfail
nlbe = {}
loglist = []
bloglist = []
for expo in expos: # pointless as we explicitly know the years in this code.
year = expo.year
if year in sqlfail:
print(" - Logbook for: " + year + " NO parsing attempted - known sql failures")
message = f" ! - Not even attempting to parse logbook for {year} until code fixed"
DataIssue.objects.create(parser="logbooks", message=message)
print(message)
if year not in nologbook:
if year in entries:
loglist.append(expo)
else:
print(" - No Logbook yet for: " + year) # catch case when preparing for next expo
if year in BLOG_PARSER_SETTINGS:
bloglist.append(expo)
for ex in loglist:
nlbe[ex] = parse_logbook_for_expedition(ex) # this loads the logbook for one expo
for b in bloglist:
if str(b) in LOGBOOK_PARSER_SETTINGS:
orig = LOGBOOK_PARSER_SETTINGS[str(b)]
else:
orig = (DEFAULT_LOGBOOK_FILE, DEFAULT_LOGBOOK_PARSER)
LOGBOOK_PARSER_SETTINGS[str(b)] = BLOG_PARSER_SETTINGS[str(b)]
print(f" - BLOG: {b}")
nlbe[b] = parse_logbook_for_expedition(b, clean=False) # this loads the blog logbook for one expo
LOGBOOK_PARSER_SETTINGS[str(b)] = orig
# tried to use map with concurrent threads - but sqlite database is not concurrent, so failed with database lock
# yt = 0
# for r in map(parse_logbook_for_expedition, loglist):
# yt = r
yt = 0
for e in nlbe:
yt += nlbe[e]
print(f"total {yt:,} log entries parsed in all expeditions")
# dateRegex = re.compile(r'<span\s+class="date">(\d\d\d\d)-(\d\d)-(\d\d)</span>', re.S)
# expeditionYearRegex = re.compile(r'<span\s+class="expeditionyear">(.*?)</span>', re.S)
# titleRegex = re.compile(r'<H1>(.*?)</H1>', re.S)
# reportRegex = re.compile(r'<div\s+class="report">(.*)</div>\s*</body>', re.S)
# personRegex = re.compile(r'<div\s+class="person">(.*?)</div>', re.S)
# nameAuthorRegex = re.compile(r'<span\s+class="name(,author|)">(.*?)</span>', re.S)
# TURegex = re.compile(r'<span\s+class="TU">([0-9]*\.?[0-9]+)</span>', re.S)
# locationRegex = re.compile(r'<span\s+class="location">(.*?)</span>', re.S)
# caveRegex = re.compile(r'<span\s+class="cave">(.*?)</span>', re.S)
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