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from __future__ import with_statement, print_function
import fnmatch, logging, os.path, re
from whoosh import analysis, fields, index, qparser, query, scoring
from whoosh.compat import xrange
from whoosh.util import now
log = logging.getLogger(__name__)
# Functions for reading MARC format
LEADER = (' ' * 10) + '22' + (' ' * 8) + '4500'
LEADER_LEN = len(LEADER)
DIRECTORY_ENTRY_LEN = 12
SUBFIELD_INDICATOR = "\x1F"
END_OF_FIELD = "\x1E"
END_OF_RECORD = "\x1D"
isbn_regex = re.compile(r'[-0-9xX]+')
def read_file(dbfile, tags=None):
while True:
pos = dbfile.tell()
first5 = dbfile.read(5)
if not first5:
return
if len(first5) < 5:
raise Exception
length = int(first5)
chunk = dbfile.read(length - 5)
yield parse_record(first5 + chunk, tags), pos
def read_record(filename, pos, tags=None):
f = open(filename, "rb")
f.seek(pos)
first5 = f.read(5)
length = int(first5)
chunk = f.read(length - 5)
return parse_record(first5 + chunk, tags)
def parse_record(data, tags=None):
leader = data[:LEADER_LEN]
assert len(leader) == LEADER_LEN
dataoffset = int(data[12:17])
assert dataoffset > 0
assert dataoffset < len(data)
# dataoffset - 1 to avoid END-OF-FIELD byte
dirstart = LEADER_LEN
dirend = dataoffset - 1
# Number of fields in record
assert (dirend - dirstart) % DIRECTORY_ENTRY_LEN == 0
field_count = (dirend - dirstart) // DIRECTORY_ENTRY_LEN
result = {}
for i in xrange(field_count):
start = dirstart + i * DIRECTORY_ENTRY_LEN
end = start + DIRECTORY_ENTRY_LEN
tag = data[start:start + 3]
if tags and not tag in tags:
continue
entry = data[start:end]
elen = int(entry[3:7])
offset = dataoffset + int(entry[7:12])
edata = data[offset:offset + elen - 1]
if not (tag < "010" and tag.isdigit()):
edata = edata.split(SUBFIELD_INDICATOR)[1:]
if tag in result:
result[tag].extend(edata)
else:
result[tag] = edata
else:
result[tag] = edata
return result
def subfield(vs, code):
for v in vs:
if v.startswith(code):
return v[1:]
return None
def joinsubfields(vs):
return " ".join(v[1:] for v in vs if v and v[0] != "6")
def getfields(d, *tags):
return (d[tag] for tag in tags if tag in d)
def title(d):
title = None
if "245" in d:
svs = d["245"]
title = subfield(svs, "a")
if title:
t2 = subfield(svs, "b")
if t2:
title += t2
return title
def isbn(d):
if "020" in d:
num = subfield(d["020"], "a")
if num:
match = isbn_regex.search(num)
if match:
return match.group(0).replace('-', '')
def author(d):
if "100" in d:
return joinsubfields(d["100"])
elif "110" in d:
return joinsubfields(d["110"])
elif "111" in d:
return joinsubfields(d["111"])
def uniform_title(d):
if "130" in d:
return joinsubfields(d["130"])
elif "240" in d:
return joinsubfields(d["240"])
subjectfields = ("600 610 611 630 648 650 651 653 654 655 656 657 658 662 "
"690 691 696 697 698 699").split()
def subjects(d):
return " ".join(joinsubfields(vs) for vs in getfields(d, *subjectfields))
def physical(d):
return joinsubfields(d["300"])
def location(d):
return joinsubfields(d["852"])
def publisher(d):
if "260" in d:
return subfield(d["260"], "b")
def pubyear(d):
if "260" in d:
return subfield(d["260"], "c")
def uni(v):
return u"" if v is None else v.decode("utf-8", "replace")
# Indexing and searching
def make_index(basedir, ixdir, procs=4, limitmb=128, multisegment=True,
glob="*.mrc"):
if not os.path.exists(ixdir):
os.mkdir(ixdir)
# Multi-lingual stop words
stoplist = (analysis.STOP_WORDS
| set("de la der und le die et en al no von di du da "
"del zur ein".split()))
# Schema
ana = analysis.StemmingAnalyzer(stoplist=stoplist)
schema = fields.Schema(title=fields.TEXT(analyzer=ana),
author=fields.TEXT(phrase=False),
subject=fields.TEXT(analyzer=ana, phrase=False),
file=fields.STORED, pos=fields.STORED,
)
# MARC fields to extract
mfields = set(subjectfields) # Subjects
mfields.update("100 110 111".split()) # Author
mfields.add("245") # Title
print("Indexing with %d processor(s) and %d MB per processor"
% (procs, limitmb))
c = 0
t = now()
ix = index.create_in(ixdir, schema)
with ix.writer(procs=procs, limitmb=limitmb,
multisegment=multisegment) as w:
filenames = [filename for filename in os.listdir(basedir)
if fnmatch.fnmatch(filename, glob)]
for filename in filenames:
path = os.path.join(basedir, filename)
print("Indexing", path)
f = open(path, 'rb')
for x, pos in read_file(f, mfields):
w.add_document(title=uni(title(x)), author=uni(author(x)),
subject=uni(subjects(x)),
file=filename, pos=pos)
c += 1
f.close()
print("Committing...")
print("Indexed %d records in %0.02f minutes" % (c, (now() - t) / 60.0))
def print_record(no, basedir, filename, pos):
path = os.path.join(basedir, filename)
record = read_record(path, pos)
print("% 5d. %s" % (no + 1, title(record)))
print(" ", author(record))
print(" ", subjects(record))
isbn_num = isbn(record)
if isbn_num:
print(" ISBN:", isbn_num)
print()
def search(qstring, ixdir, basedir, limit=None, optimize=True, scores=True):
ix = index.open_dir(ixdir)
qp = qparser.QueryParser("title", ix.schema)
q = qp.parse(qstring)
with ix.searcher(weighting=scoring.PL2()) as s:
if scores:
r = s.search(q, limit=limit, optimize=optimize)
for hit in r:
print_record(hit.rank, basedir, hit["file"], hit["pos"])
print("Found %d records in %0.06f seconds" % (len(r), r.runtime))
else:
t = now()
for i, docnum in enumerate(s.docs_for_query(q)):
if not limit or i < limit:
fields = s.stored_fields(docnum)
print_record(i, basedir, fields["file"], fields["pos"])
print("Found %d records in %0.06f seconds" % (i, now() - t))
if __name__ == "__main__":
from optparse import OptionParser
p = OptionParser(usage="usage: %prog [options] query")
# Common options
p.add_option("-f", "--filedir", metavar="DIR", dest="basedir",
help="Directory containing the .mrc files to index",
default="data/HLOM")
p.add_option("-d", "--dir", metavar="DIR", dest="ixdir",
help="Directory containing the index", default="marc_index")
# Indexing options
p.add_option("-i", "--index", dest="index",
help="Index the records", action="store_true", default=False)
p.add_option("-p", "--procs", metavar="NPROCS", dest="procs",
help="Number of processors to use", default="1")
p.add_option("-m", "--mb", metavar="MB", dest="limitmb",
help="Limit the indexer to this many MB of memory per writer",
default="128")
p.add_option("-M", "--merge-segments", dest="multisegment",
help="If indexing with multiproc, merge the segments after"
" indexing", action="store_false", default=True)
p.add_option("-g", "--match", metavar="GLOB", dest="glob",
help="Only index file names matching the given pattern",
default="*.mrc")
# Search options
p.add_option("-l", "--limit", metavar="NHITS", dest="limit",
help="Maximum number of search results to print (0=no limit)",
default="10")
p.add_option("-O", "--no-optimize", dest="optimize",
help="Turn off searcher optimization (for debugging)",
action="store_false", default=True)
p.add_option("-s", "--scoring", dest="scores",
help="Score the results", action="store_true", default=False)
options, args = p.parse_args()
if options.index:
make_index(options.basedir, options.ixdir,
procs=int(options.procs),
limitmb=int(options.limitmb),
multisegment=options.multisegment,
glob=options.glob)
if args:
qstring = " ".join(args).decode("utf-8")
limit = int(options.limit)
if limit < 1:
limit = None
search(qstring, options.ixdir, options.basedir, limit=limit,
optimize=options.optimize, scores=options.scores)
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