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bibrank_citation_indexer.py
b01614862674maint-2.0

bibrank_citation_indexer.py
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			# -- Coding: utf-8 --
			##
			## $Id$
			##
			## This file is part of CDS Invenio.
			## Copyright (C) 2002, 2003, 2004, 2005, 2006, 2007, 2008 CERN.
			##
			## CDS Invenio is free software; you can redistribute it and/or
			## modify it under the terms of the GNU General Public License as
			## published by the Free Software Foundation; either version 2 of the
			## License, or (at your option) any later version.
			##
			## CDS Invenio is distributed in the hope that it will be useful, but
			## WITHOUT ANY WARRANTY; without even the implied warranty of
			## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
			## General Public License for more details.
			##
			## You should have received a copy of the GNU General Public License
			## along with CDS Invenio; if not, writeto the Free Software Foundation, Inc.,
			## 59 Temple Place, Suite 330, Boston, MA 02111-1307, USA.

			__revision__ = "$Id$"

			import re
			import time
			import sys
			import os
			import marshal
			import traceback
			from zlib import decompress, error

			from invenio.dbquery import run_sql, serialize_via_marshal, \
			deserialize_via_marshal
			from invenio.search_engine import print_record, search_pattern, get_fieldvalues, \
			search_unit
			from invenio.bibformat_utils import parse_tag
			from invenio.bibtask import write_message, task_get_option, task_update_progress, task_sleep_now_if_required, task_get_task_param
			from invenio.bibrecord import create_records

			try:
			Set = set
			except NameError:
			from sets import Set

			class memoise:
			def __init__(self, function):
			self.memo = {}
			self.function = function
			def __call__(self, *args):
			if self.memo.has_key(args):
			return self.memo[args]
			else:
			object = self.memo[args] = self.function(*args)
			return object

			def get_recids_matching_query(pvalue, fvalue):
			"""Return list of recIDs matching query for PVALUE and FVALUE."""
			rec_id = list(search_pattern(p=pvalue, f=fvalue, m='e'))
			return rec_id
			get_recids_matching_query = memoise(get_recids_matching_query)

			def get_citation_weight(rank_method_code, config):
			"""return a dictionary which is used by bibrank daemon for generating
			the index of sorted research results by citation information
			"""
			begin_time = time.time()
			last_update_time = get_bibrankmethod_lastupdate(rank_method_code)

			if task_get_option("quick") == "no":
			last_update_time = "0000-00-00 00:00:00"
			#if task_get_option('verbose') >= 3:
			last_modified_records = get_last_modified_rec(last_update_time)
			#id option forces re-indexing a certain range even if there are no new recs
			if last_modified_records or task_get_option("id"):
			if task_get_option("id"):
			#construct a range of records to index
			id = task_get_option("id")
			first = id[0][0]
			last = id[0][1]
			#make range, last+1 so that e.g. -i 1-2 really means [1,2] not [1]
			updated_recid_list = range(first, last+1)
			else:
			updated_recid_list = create_recordid_list(last_modified_records)

			write_message("Last update "+str(last_update_time)+" records: "+ \
			str(len(last_modified_records))+" updates: "+ \
			str(len(updated_recid_list)))

			#write_message("updated_recid_list: "+str(updated_recid_list))
			result_intermediate = last_updated_result(rank_method_code,
			updated_recid_list)
			#result_intermed should be warranted to exists!
			citation_weight_dic_intermediate = result_intermediate[0]
			citation_list_intermediate = result_intermediate[1]
			reference_list_intermediate = result_intermediate[2]
			#call the procedure that does the hard work by reading fields of
			#citations and references in the updated_recid's (but nothing else)!
			if task_get_task_param('verbose') >= 9:
			write_message("Entering get_citation_informations")
			citation_informations = get_citation_informations(updated_recid_list, config)
			#write_message("citation_informations: "+str(citation_informations))
			#create_analysis_tables() #temporary.. needed to test how much faster in-mem indexing is
			#call the analyser that uses the citation_informations to really search x-cites-y in the coll..
			if task_get_task_param('verbose') >= 9:
			write_message("Entering ref_analyzer")
			dic = ref_analyzer(citation_informations,
			citation_weight_dic_intermediate,
			citation_list_intermediate,
			reference_list_intermediate,
			config,updated_recid_list)
			#dic is docid-numberofreferences like {1: 2, 2: 0, 3: 1}
			#write_message("Docid-number of known references "+str(dic))
			end_time = time.time()
			write_message("Total time of get_citation_weight(): %.2f sec" % (end_time - begin_time))
			task_update_progress("citation analysis done")
			else:
			dic = {}
			write_message("No new records added since last time this rank method was executed")
			return dic

			def get_bibrankmethod_lastupdate(rank_method_code):
			"""return the last excution date of bibrank method
			"""
			query = """select last_updated from rnkMETHOD where name ='%s'""" % rank_method_code
			last_update_time = run_sql(query)
			r = last_update_time[0][0]
			if r is None:
			return "0000-00-00 00:00:00"
			return r

			def get_last_modified_rec(bibrank_method_lastupdate):
			""" return the list of recods which have been modified after the last execution
			of bibrank method. The result is expected to have ascending numerical order.
			"""
			query = """SELECT id FROM bibrec
			WHERE modification_date >= '%s' """ % bibrank_method_lastupdate
			query += "order by id ASC"
			list = run_sql(query)
			return list

			def create_recordid_list(rec_ids):
			"""Create a list of record ids out of RECIDS.
			The result is expected to have ascending numerical order.
			"""
			rec_list = []
			for row in rec_ids:
			rec_list.append(row[0])
			return rec_list

			def create_record_tuple(list):
			"""Creates a tuple of record id from a list of id.
			The result is expected to have ascending numerical order.
			"""
			list_length = len(list)
			if list_length:
			rec_tuple = '('
			for row in list[0:list_length-1]:
			rec_tuple += str(row)
			rec_tuple += ','
			rec_tuple += str(list[list_length-1])
			rec_tuple += ')'
			else: rec_tuple = '()'
			return rec_tuple

			def last_updated_result(rank_method_code, recid_list):
			""" return the last value of dictionary in rnkMETHODDATA table if it exists and
			initialize the value of last updated records by zero,otherwise an initial dictionary
			with zero as value for all recids
			"""
			result = [{},{},{}]
			query = """select relevance_data from rnkMETHOD, rnkMETHODDATA where
			rnkMETHOD.id = rnkMETHODDATA.id_rnkMETHOD
			and rnkMETHOD.Name = '%s'"""% rank_method_code
			dict = run_sql(query)
			if dict and dict[0] and dict[0][0]:
			#has to be prepared for corrupted data!
			try:
			dic = marshal.loads(decompress(dict[0][0]))
			except error:
			return [{},{},{}]
			query = "select object_value from rnkCITATIONDATA where object_name='citationdict'"
			cit_compressed = run_sql(query)
			cit = []
			if cit_compressed and cit_compressed[0] and cit_compressed[0][0]:
			cit = marshal.loads(decompress(cit_compressed[0][0]))
			if cit:
			query = """select object_value from rnkCITATIONDATA
			where object_name='reversedict'"""
			ref_compressed = run_sql(query)
			if ref_compressed and ref_compressed[0] and ref_compressed[0][0]:
			ref = marshal.loads(decompress(ref_compressed[0][0]))
			result = (dic, cit, ref)
			return result

			def get_citation_informations(recid_list, config):
			"""scans the collections searching references (999C5x -fields) and citations for
			items in the recid_list
			returns a 4 list of dictionaries that contains the citation information of cds records
			examples: [ {} {} {} {} ]
			[ {5: 'SUT-DP-92-70-5'}, { 93: ['astro-ph/9812088']}, { 93: ['Phys. Rev. Lett. 96 (2006) 081301'] }, {} ]

			NB: stuff here is for analysing new or changed records.
			see "ref_analyzer" for more.
			"""
			begin_time = os.times()[4]
			d_reports_numbers = {}
			d_references_report_numbers = {}
			d_references_s = {}
			d_records_s = {}
			citation_informations = []

			if task_get_task_param('verbose') >= 9:
			write_message("config function "+config.get("rank_method", "function") )
			function = ""
			try:
			function = config.get("rank_method", "function")
			except:
			print "critical error. cfg section [rank_method] has no attr function"
			raise "config error"
			record_pri_number_tag = ""
			try:
			record_pri_number_tag = config.get(function,
			"primary_report_number")
			except:
			print "critical error. primary_report_number not in cfg section "+function
			raise "config error"

			record_add_number_tag = ""
			try:
			record_add_number_tag = config.get(config.get("rank_method", "function"),
			"additional_report_number")
			except:
			print "critical error. additional_report_number not in cfg section "+function
			raise "config error"
			reference_number_tag = ""
			try:
			reference_number_tag = config.get(config.get("rank_method", "function"),
			"reference_via_report_number")
			except:
			print "critical error. reference_via_report_number not in cfg section "+function
			raise "config error"
			reference_tag = ""
			try:
			reference_tag = config.get(config.get("rank_method", "function"),
			"reference_via_pubinfo")
			except:
			print "critical error. reference_via_pubinfo not in cfg section "+function
			raise "config error"
			p_record_pri_number_tag = tagify(parse_tag(record_pri_number_tag))
			#037a: contains (often) the "hep-ph/0501084" tag of THIS record
			p_record_add_number_tag = tagify(parse_tag(record_add_number_tag))
			#088a: additional short identifier for the record
			p_reference_number_tag = tagify(parse_tag(reference_number_tag))
			#999C5r. this is in the reference list, refers to other records. Looks like: hep-ph/0408002
			p_reference_tag = tagify(parse_tag(reference_tag))
			#999C5s. A standardized way of writing a reference in the reference list. Like: Nucl. Phys. B 710 (2000) 371
			#fields needed to construct the pubinfo for this record
			publication_pages_tag = ""
			publication_year_tag = ""
			publication_journal_tag = ""
			publication_volume_tag = ""
			publication_format_string = "p v (y) c"
			try:
			tag = config.get(function, "pubinfo_journal_pages")
			publication_pages_tag = tagify(parse_tag(tag))
			tag = config.get(function, "pubinfo_journal_year")
			publication_year_tag = tagify(parse_tag(tag))
			tag = config.get(function, "pubinfo_journal_title")
			publication_journal_tag = tagify(parse_tag(tag))
			tag = config.get(function, "pubinfo_journal_vol")
			publication_volume_tag = tagify(parse_tag(tag))
			publication_format_string = config.get(function, "pubinfo_journal_format")
			except:
			pass

			#print values for tags for debugging
			if task_get_task_param('verbose') >= 9:
			write_message("tag values")
			write_message("p_record_pri_number_tag "+str(p_record_pri_number_tag))
			write_message("p_reference_tag "+str(p_reference_tag))
			write_message("publication_journal_tag "+str(publication_journal_tag))

			write_message("publication_format_string is "+publication_format_string, verbose=9)
			done = 0 #for status reporting
			numrecs = len(recid_list)
			for recid in recid_list:
			if (done % 10 == 0):
			task_sleep_now_if_required()
			#in fact we can sleep any time here

			if (done % 1000 == 0):
			mesg = "get cit.inf done "+str(done)+" of "+str(numrecs)
			write_message(mesg)
			task_update_progress(mesg)
			done = done+1

			pri_report_numbers = get_fieldvalues(recid, p_record_pri_number_tag)
			add_report_numbers = get_fieldvalues(recid, p_record_add_number_tag)
			reference_report_numbers = get_fieldvalues(recid, p_reference_number_tag)
			references_s = get_fieldvalues(recid, p_reference_tag)

			l_report_numbers = pri_report_numbers
			l_report_numbers.extend(add_report_numbers)
			d_reports_numbers[recid] = l_report_numbers

			if reference_report_numbers:
			d_references_report_numbers[recid] = reference_report_numbers

			references_s = get_fieldvalues(recid, p_reference_tag)
			if task_get_task_param('verbose') >= 9:
			write_message(str(recid)+"'s "+str(p_reference_tag)+" values "+str(references_s))
			if references_s:
			d_references_s[recid] = references_s

			#get a combination of
			#journal vol (year) pages
			if publication_pages_tag and publication_journal_tag and \
			publication_volume_tag and publication_year_tag and publication_format_string:
			tagsvalues = {} #we store the tags and their values here
			#like c->444 y->1999 p->"journal of foo",v->20
			tagsvalues["p"] = ""
			tagsvalues["y"] = ""
			tagsvalues["c"] = ""
			tagsvalues["v"] = ""
			tmp = get_fieldvalues(recid, publication_journal_tag)
			if tmp:
			tagsvalues["p"] = tmp[0]
			tmp = get_fieldvalues(recid, publication_volume_tag)
			if tmp:
			tagsvalues["v"] = tmp[0]
			tmp = get_fieldvalues(recid, publication_year_tag)
			if tmp:
			tagsvalues["y"] = tmp[0]
			tmp = get_fieldvalues(recid, publication_pages_tag)
			if tmp:
			#if the page numbers have "x-y" take just x
			pages = tmp[0]
			hpos = pages.find("-")
			if hpos > 0:
			pages = pages[:hpos]
			tagsvalues["c"] = pages
			#format the publ infostring according to the format
			publ = ""
			ok = 1
			for i in range (0, len(publication_format_string)):
			current = publication_format_string[i]
			#these are supported
			if current == "p" or current=="c" or current=="v" or current=="y":
			if tagsvalues[current]:
			#add the value in the string
			publ += tagsvalues[current]
			else:
			ok = 0
			break #it was needed and not found
			else:
			publ += current #just add the character in the format string
			if ok:
			write_message("d_records_s (publication info) for "+str(recid)+" is "+publ, verbose=9)
			d_records_s[recid] = publ
			mesg = "get cit.inf done fully"
			write_message(mesg)
			task_update_progress(mesg)

			citation_informations.append(d_reports_numbers)
			citation_informations.append(d_references_report_numbers)
			citation_informations.append(d_references_s)
			citation_informations.append(d_records_s)
			end_time = os.times()[4]
			write_message("Execution time for generating citation info from record: %.2f sec" % \
			(end_time - begin_time))
			return citation_informations

			def get_self_citations(new_record_list, citationdic, initial_selfcitdict, config):
			"""Check which items have been cited by one of the authors of the
			citing item: go through id's in new_record_list, use citationdic to get citations,
			update "selfcites". Selfcites is originally initial_selfcitdict. Return selfcites.
			"""
			i = 0 #just for debugging ..
			#get the tags for main author, coauthors, ext authors from config
			tags = ['first_author', 'additional_author', 'extauthor']
			for t in tags:
			try:
			x = config.get(config.get("rank_method", "function"), t)
			except:
			print "critical error. attribute "+t+" missing in config"
			raise "cfg error"

			r_mainauthortag = config.get(config.get("rank_method", "function"), "first_author")
			r_coauthortag = config.get(config.get("rank_method", "function"), "additional_author")
			r_extauthortag = config.get(config.get("rank_method", "function"), "extauthor")
			#parse the tags
			mainauthortag = tagify(parse_tag(r_mainauthortag))
			coauthortag = tagify(parse_tag(r_coauthortag))
			extauthortag = tagify(parse_tag(r_extauthortag))

			selfcites = initial_selfcitdict
			for k in new_record_list:
			if (i % 1000 == 0):
			mesg = "Selfcites done "+str(i)+" of "+str(len(new_record_list))+" records"
			write_message(mesg)
			task_update_progress(mesg)
			i = i+1
			#get the author of k
			authorlist = get_fieldvalues(k, mainauthortag)
			coauthl = get_fieldvalues(k, coauthortag)
			extauthl = get_fieldvalues(k, extauthortag)
			authorlist.append(coauthl)
			authorlist.append(extauthl)
			#author tag
			#print "record "+str(k)+" by "+str(authorlist)
			#print "is cited by"
			#get the "x-cites-this" list
			if citationdic.has_key(k):
			xct = citationdic[k]
			for c in xct:
			#get authors of c
			cauthorlist = get_fieldvalues(c, mainauthortag)
			coauthl = get_fieldvalues(c, coauthortag)
			extauthl = get_fieldvalues(c, extauthortag)
			cauthorlist.extend(coauthl)
			cauthorlist.extend(extauthl)
			#print str(c)+" by "+str(cauthorlist)
			for ca in cauthorlist:
			if (ca in authorlist):
			#found!
			if selfcites.has_key(k):
			val = selfcites[k]
			#add only if not there already
			if val:
			if not c in val:
			val.append(c)
			selfcites[k] = val
			else:
			#new key for selfcites
			selfcites[k] = [c]

			mesg = "Selfcites done fully"
			write_message(mesg)
			task_update_progress(mesg)

			return selfcites

			def get_author_citations(updated_redic_list, citedbydict, initial_author_dict, config):
			"""Traverses citedbydict in order to build "which author is quoted where" dict.
			The keys of this are author names. An entry like "Apollinaire"->[1,2,3] means
			Apollinaire is cited in records 1,2 and 3.
			Input: citedbydict, updated_redic_list = records to be searched, initial_author_dict:
			the dicts from the database.
			Output: authorciteddict. It is initially set to initial_author_dict
			"""

			#sorry bout repeated code to get the tags
			tags = ['first_author', 'additional_author', 'extauthor']
			tagvals = {}
			for t in tags:
			try:
			x = config.get(config.get("rank_method", "function"), t)
			tagvals[t] = x
			except:
			print "critical error. attribute "+t+" missing in config"
			raise "cfg error"

			#parse the tags
			mainauthortag = tagify(parse_tag(tagvals['first_author']))
			coauthortag = tagify(parse_tag(tagvals['additional_author']))
			extauthortag = tagify(parse_tag(tagvals['extauthor']))
			if task_get_task_param('verbose') >= 9:
			write_message("mainauthortag "+mainauthortag)
			write_message("coauthortag "+coauthortag)
			write_message("extauthortag "+extauthortag)

			author_cited_in = initial_author_dict
			if citedbydict:
			i = 0 #just a counter for debug
			write_message("Checking records referred to in new records")
			for u in updated_redic_list:
			if (i % 1000 == 0):
			mesg = "Author ref done "+str(i)+" of "+str(len(updated_redic_list))+" records"
			write_message(mesg)
			task_update_progress(mesg)
			i = i + 1

			if citedbydict.has_key(u):
			these_cite_k = citedbydict[u]
			if (these_cite_k is None):
			these_cite_k = [] #verify it is an empty list, not None
			authors = get_fieldvalues(u, mainauthortag)
			coauthl = get_fieldvalues(u, coauthortag)
			extauthl = get_fieldvalues(u, extauthortag)
			authors.extend(coauthl)
			authors.extend(extauthl)
			for a in authors:
			if a and author_cited_in.has_key(a):
			#add all elements in these_cite_k
			#that are not there already
			for citer in these_cite_k:
			tmplist = author_cited_in[a]
			if (tmplist.count(citer) == 0):
			tmplist.append(citer)
			author_cited_in[a] = tmplist
			else:
			author_cited_in[a] = these_cite_k

			mesg = "Author ref done fully"
			write_message(mesg)
			task_update_progress(mesg)

			#go through the dictionary again: all keys but search only if new records are cited
			write_message("Checking authors in new records")
			i = 0
			for k in citedbydict.keys():
			if (i % 1000 == 0):
			mesg = "Author cit done "+str(i)+" of "+str(len(citedbydict.keys()))+" records"
			write_message(mesg)
			task_update_progress(mesg)
			i = i + 1

			these_cite_k = citedbydict[k]
			if (these_cite_k is None):
			these_cite_k = [] #verify it is an empty list, not None
			#do things only if these_cite_k contains any new stuff
			intersec_list = list(Set(these_cite_k)&Set(updated_redic_list))
			if intersec_list:
			authors = get_fieldvalues(k, mainauthortag)
			coauthl = get_fieldvalues(k, coauthortag)
			extauthl = get_fieldvalues(k, extauthortag)
			authors.extend(coauthl)
			authors.extend(extauthl)
			for a in authors:
			if a and author_cited_in.has_key(a):
			#add all elements in these_cite_k
			#that are not there already
			for citer in these_cite_k:
			tmplist = author_cited_in[a]
			if (tmplist.count(citer) == 0):
			tmplist.append(citer)
			author_cited_in[a] = tmplist
			else:
			author_cited_in[a] = these_cite_k

			mesg = "Author cit done fully"
			write_message(mesg)
			task_update_progress(mesg)

			return author_cited_in


			def ref_analyzer(citation_informations, initialresult, initial_citationlist,
			initial_referencelist,config, updated_rec_list ):
			"""Analyze the citation informations and calculate the citation weight
			and cited by list dictionary.
			"""
			function = ""
			try:
			function = config.get("rank_method", "function")
			except:
			print "critical error. cfg section [rank_method] has no attr function"
			raise "config error"

			pubrefntag = ""
			try:
			pubrefntag = config.get(function, "reference_via_report_number")
			except:
			print "critical error. cfg section "+function+" has no attr reference_via_report_number"
			raise "cfg error"
			pubreftag = ""
			try:
			pubreftag = config.get(function, "reference_via_pubinfo")
			except:
			print "critical error. cfg section "+function+" has no attr reference_via_pubinfo"
			raise "cfg error"

			#pubrefntag is prob 999C5r, pubreftag 999C5s
			if task_get_task_param('verbose') >= 9:
			write_message("pubrefntag "+pubrefntag)
			write_message("pubreftag "+pubreftag)

			citation_list = initial_citationlist
			reference_list = initial_referencelist
			result = initialresult
			d_reports_numbers = citation_informations[0]
			d_references_report_numbers = citation_informations[1]
			d_references_s = citation_informations[2]
			#of type: {77: ['Nucl. Phys. B 72 (1974) 461','blah blah'], 93: ['..'], ..}
			d_records_s = citation_informations[3]
			t1 = os.times()[4]
			write_message("Phase 1: d_references_report_numbers")
			#d_references_report_numbers: e.g 8 -> ([astro-ph/9889],[hep-ph/768])
			#meaning: rec 8 contains these in bibliography

			done = 0
			numrecs = len(d_references_report_numbers)
			for recid, refnumbers in d_references_report_numbers.iteritems():
			if (done % 1000 == 0):
			mesg = "d_references_report_numbers done "+str(done)+" of "+str(numrecs)
			write_message(mesg)
			task_update_progress(mesg)
			#write to db!
			insert_into_cit_db(reference_list, "reversedict")
			insert_into_cit_db(citation_list, "citationdict")
			#it's ok to sleep too, we got something done
			task_sleep_now_if_required()
			done = done+1

			for refnumber in refnumbers:
			if refnumber:
			p = refnumber
			f = 'reportnumber'
			#sanitise p
			p.replace("\n",'')
			#search for "hep-th/5644654 or such" in existing records
			rec_id = get_recids_matching_query(p, f)
			if rec_id and rec_id[0]:
			write_citer_cited(recid, rec_id[0])
			remove_from_missing(p)
			if not result.has_key(rec_id[0]):
			result[rec_id[0]] = 0
			result[rec_id[0]] += 1
			# Citation list should have rec_id[0] but check anyway
			if not citation_list.has_key(rec_id[0]):
			citation_list[rec_id[0]] = []
			citation_list[rec_id[0]].append(recid)

			if not reference_list.has_key(recid):
			reference_list[recid] = []
			reference_list[recid].append(rec_id[0])
			else:
			#the reference we wanted was not found among our records.
			#put the reference in the "missing".. however, it will look
			#bad.. gfhgf/1254312, so get the corresponding 999C5s (full ref) too
			#This should really be done in the next loop d_references_s
			#but the 999C5s fields are not yet normalized

			#rectext = print_record(recid, format='hm', ot=pubreftag[:-1])
			rectext = "" # print_record() call disabled to speed things up
			lines = rectext.split("\n")
			rpart = p #to be used..
			for l in lines:
			if (l.find(p) > 0): #the gfhgf/1254312 was found.. get the s-part of it
			st = l.find('$s')
			if (st > 0):
			end = l.find('$',st)
			if (end == st):
			end = len(l)
			rpart = l[st+2:end]
			insert_into_missing(recid, rpart)

			mesg = "d_references_report_numbers done fully"
			write_message(mesg)
			task_update_progress(mesg)

			t2 = os.times()[4]

			#try to find references based on 999C5s, like Phys.Rev.Lett. 53 (1986) 2285
			write_message("Phase 2: d_references_s")
			done = 0
			numrecs = len(d_references_s)
			for recid, refss in d_references_s.iteritems():
			if (done % 1000 == 0):
			mesg = "d_references_s done "+str(done)+" of "+str(numrecs)
			write_message(mesg)
			task_update_progress(mesg)
			#write to db!
			insert_into_cit_db(reference_list, "reversedict")
			insert_into_cit_db(citation_list, "citationdict")
			task_sleep_now_if_required()

			done = done+1

			for refs in refss:
			if refs:
			p = refs
			#remove the latter page number if it is like 67-74
			matches = re.compile("(.*)(-\d+$)").findall(p)
			if matches and matches[0]:
			p = matches[0][0]
			rec_id = list(search_unit(p, 'journal'))
			write_message("These match searching "+p+" in journal: "+str(rec_id), verbose=9)
			if rec_id and rec_id[0]:
			#the refered publication is in our collection, remove
			#from missing
			remove_from_missing(p)
			else:
			#it was not found so add in missing
			insert_into_missing(recid, p)
			#check citation and reference for this..
			if rec_id and rec_id[0]:
			#the above should always hold
			if not citation_list.has_key(rec_id[0]):
			citation_list[rec_id[0]] = []
			if not recid in citation_list[rec_id[0]]:
			citation_list[rec_id[0]].append(recid) #append actual list
			if not result.has_key(rec_id[0]):
			result[rec_id[0]] = 0
			result[rec_id[0]] += 1 #add count for this..

			#update reference_list accordingly
			if not reference_list.has_key(recid):
			reference_list[recid] = []
			reference_list[recid].append(rec_id[0])
			mesg = "d_references_s done fully"
			write_message(mesg)
			task_update_progress(mesg)

			t3 = os.times()[4]
			done = 0
			numrecs = len(d_reports_numbers)
			write_message("Phase 3: d_reports_numbers")

			#search for stuff like CERN-TH-4859/87 in list of refs
			for rec_id, recnumbers in d_reports_numbers.iteritems():
			if (done % 1000 == 0):
			mesg = "d_report_numbers done "+str(done)+" of "+str(numrecs)
			write_message(mesg)
			task_update_progress(mesg)
			done = done+1

			for recnumber in recnumbers:
			if recnumber:
			p = recnumber
			recid_list = get_recids_matching_query(p, pubrefntag)
			if recid_list:
			for recid in recid_list:
			if not citation_list.has_key(rec_id):
			citation_list[rec_id] = []
			if not recid in citation_list[rec_id]:
			result[rec_id] += 1
			citation_list[rec_id].append(recid)
			if not reference_list.has_key(recid):
			reference_list[recid] = []
			if not rec_id in reference_list[recid]:
			reference_list[recid].append(rec_id)

			mesg = "d_report_numbers done fully"
			write_message(mesg)
			task_update_progress(mesg)

			#find this record's pubinfo in other records' bibliography
			write_message("Phase 4: d_records_s")
			done = 0
			numrecs = len(d_records_s)
			t4 = os.times()[4]
			for recid, recs in d_records_s.iteritems():
			if (done % 1000 == 0):
			mesg = "d_records_s done "+str(done)+" of "+str(numrecs)
			write_message(mesg)
			task_update_progress(mesg)
			done = done+1
			p = recs.replace("\"","")
			#search the publication string like Phys. Lett., B 482 (2000) 417 in 999C5s
			rec_ids = list(search_unit(f=pubreftag, p=p, m='a'))
			write_message("These records match "+p+" in "+pubreftag+" : "+str(rec_ids), verbose=9)
			if rec_ids:
			for rec_id in rec_ids:
			if not citation_list.has_key(recid):
			citation_list[recid] = []
			result[recid] = 0
			if not reference_list.has_key(rec_id):
			reference_list[rec_id] = []
			if not rec_id in citation_list[recid]:
			result[recid] += 1
			citation_list[recid].append(rec_id)
			if not recid in reference_list[rec_id]:
			reference_list[rec_id].append(recid)

			mesg = "d_records_s done fully"
			write_message(mesg)
			task_update_progress(mesg)

			write_message("Phase 5: reverse lists")

			#remove empty lists in citation and reference
			keys = citation_list.keys()
			for k in keys:
			if not citation_list[k]:
			del citation_list[k]

			keys = reference_list.keys()
			for k in keys:
			if not reference_list[k]:
			del reference_list[k]

			write_message("Phase 6: self-citations")
			selfdic = {}
			#get the initial self citation dict
			initial_self_dict = get_cit_dict("selfcitdict")
			selfdic = initial_self_dict
			#add new records to selfdic
			acit = task_get_option("author-citations")
			if not acit:
			print "Self cite processing disabled. Use -A option to enable it."
			else:
			write_message("self cite and author citations enabled")
			selfdic = get_self_citations(updated_rec_list, citation_list,
			initial_self_dict, config)
			#selfdic consists of
			#key k -> list of values [v1,v2,..]
			#where k is a record with author A and k cites v1,v2.. and A appears in v1,v2..

			#create a reverse "x cited by y" self cit dict
			selfcitedbydic = {}
			for k in selfdic.keys():
			vlist = selfdic[k]
			for v in vlist:
			if selfcitedbydic.has_key(v):
			tmplist = selfcitedbydic[v]
			tmplist.append(k)
			else:
			tmplist = [k]
			selfcitedbydic[v] = tmplist

			write_message("Getting author citations")

			#get author citations for records in updated_rec_list
			initial_author_dict = get_initial_author_dict()
			authorcitdic = initial_author_dict
			acit = task_get_option("author-citations")
			if not acit:
			print "Author cites disabled. Use -A option to enable it."
			else:
			write_message("author citations enabled")
			authorcitdic = get_author_citations(updated_rec_list, citation_list,
			initial_author_dict, config)


			if task_get_task_param('verbose') >= 3:
			#print only X first to prevent flood
			tmpdict = {}
			tmp = citation_list.keys()[0:10]
			for t in tmp:
			tmpdict[t] = citation_list[t]
			write_message("citation_list (x is cited by y): "+str(tmpdict))
			write_message("size: "+str(len(citation_list.keys())))
			tmp = reference_list.keys()[0:10]
			tmpdict = {}
			for t in tmp:
			tmpdict[t] = reference_list[t]
			write_message("reference_list (x cites y): "+str(tmpdict))
			write_message("size: "+str(len(reference_list.keys())))
			tmp = selfcitedbydic.keys()[0:10]
			tmpdict = {}
			for t in tmp:
			tmpdict[t] = selfcitedbydic[t]
			write_message("selfcitedbydic (x is cited by y and one \
			of the authors of x same as y's): "+str(tmpdict))
			write_message("size: "+str(len(selfcitedbydic.keys())))
			tmp = selfdic.keys()[0:100]
			tmpdict = {}
			for t in tmp:
			tmpdict[t] = selfdic[t]
			write_message("selfdic (x cites y and one of the authors \
			of x same as y's): "+str(tmpdict))
			write_message("size: "+str(len(selfdic.keys())))
			tmp = authorcitdic.keys()[0:10]
			tmpdict = {}
			for t in tmp:
			tmpdict[t] = authorcitdic[t]
			write_message("authorcitdic (author is cited in recs): "+str(tmpdict))
			write_message("size: "+str(len(authorcitdic.keys())))
			insert_cit_ref_list_intodb(citation_list, reference_list,
			selfcitedbydic, selfdic, authorcitdic)

			t5 = os.times()[4]

			write_message("Execution time for analyzing the citation information generating the dictionary:")
			write_message("... checking ref number: %.2f sec" % (t2-t1))
			write_message("... checking ref ypvt: %.2f sec" % (t3-t2))
			write_message("... checking rec number: %.2f sec" % (t4-t3))
			write_message("... checking rec ypvt: %.2f sec" % (t5-t4))
			write_message("... total time of ref_analyze: %.2f sec" % (t5-t1))

			return result

			def get_decompressed_xml(xml):
			"""return a decompressed content of xml into a xml content
			"""
			decompressed_xml = create_records(decompress(xml))
			return decompressed_xml

			def insert_cit_ref_list_intodb(citation_dic, reference_dic, selfcbdic,
			selfdic, authorcitdic):
			"""Insert the reference and citation list into the database"""
			insert_into_cit_db(reference_dic,"reversedict")
			insert_into_cit_db(citation_dic,"citationdict")
			insert_into_cit_db(selfcbdic,"selfcitedbydict")
			insert_into_cit_db(selfdic,"selfcitdict")

			for a in authorcitdic.keys():
			lserarr = (serialize_via_marshal(authorcitdic[a]))
			#author name: replace " with something else
			a.replace('"', '\'')
			a = unicode(a, 'utf-8')
			try:
			ablob = run_sql("select hitlist from rnkAUTHORDATAR where aterm = %s", (a,))
			if not (ablob):
			#print "insert into rnkAUTHORDATAR(aterm,hitlist) values (%s,%s)" , (a,lserarr)
			run_sql("insert into rnkAUTHORDATAR(aterm,hitlist) values (%s,%s)",
			(a,lserarr))
			else:
			#print "UPDATE rnkAUTHORDATAR SET hitlist = %s where aterm=%s""" , (lserarr,a)
			run_sql("UPDATE rnkAUTHORDATAR SET hitlist = %s where aterm=%s",
			(lserarr,a))
			except:
			print "Critical error: could not read/write rnkAUTHORDATAR "
			print "aterm="+a+" hitlist="+str(lserarr)+"\n"
			traceback.print_tb(sys.exc_info()[2])

			def insert_into_cit_db(dic, name):
			"""an aux thing to avoid repeating code"""
			ndate = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime())
			try:
			s = serialize_via_marshal(dic)
			write_message("size of "+name+" "+str(len(s)))
			#check that this column really exists
			testres = run_sql("select object_name from rnkCITATIONDATA where object_name = %s",
			(name,))
			if testres:
			run_sql("UPDATE rnkCITATIONDATA SET object_value = %s where object_name = %s",
			(s, name))
			else:
			#there was no entry for name, let's force..
			run_sql("INSERT INTO rnkCITATIONDATA(object_name,object_value) values (%s,%s)",
			(name,s))
			run_sql("UPDATE rnkCITATIONDATA SET last_updated = %s where object_name = %s",
			(ndate,name))
			except:
			print "Critical error: could not write "+name+" into db"
			traceback.print_tb(sys.exc_info()[2])


			def get_cit_dict(name):
			"""get a named citation dict from the db"""
			cdict = {}
			try:
			cdict = run_sql("select object_value from rnkCITATIONDATA where object_name = %s",
			(name,))
			if cdict and cdict[0] and cdict[0][0]:
			dict_from_db = marshal.loads(decompress(cdict[0][0]))
			return dict_from_db
			else:
			return {}
			except:
			print "Critical error: could not read "+name+" from db"
			traceback.print_tb(sys.exc_info()[2])
			return dict

			def get_initial_author_dict():
			"""read author->citedinlist dict from the db"""
			dict = {}
			try:
			ah = run_sql("select aterm,hitlist from rnkAUTHORDATAR")
			for (a, h) in ah:
			dict[a] = deserialize_via_marshal(h)
			return dict
			except:
			print "Critical error: could not read rnkAUTHORDATAR"
			traceback.print_tb(sys.exc_info()[2])
			dict = {}
			return dict


			def insert_into_missing(recid, report):
			"""put the referingrecordnum-publicationstring into
			the "we are missing these" table"""
			report.replace('"','\'')
			try:
			srecid = str(recid)
			wasalready = run_sql("select id_bibrec from rnkCITATIONDATAEXT where id_bibrec = %s and extcitepubinfo = %s",
			(srecid,report))
			if not wasalready:
			run_sql("insert into rnkCITATIONDATAEXT(id_bibrec, extcitepubinfo) values (%s,%s)",
			(srecid, report))
			except:
			#we should complain but it can result to million lines of warnings so just pass..
			pass

			def remove_from_missing(report):
			"""remove the recid-ref -pairs from the "missing" table for report x: prob
			in the case ref got in our library collection"""
			report.replace('"','\'')
			try:
			run_sql("delete from rnkCITATIONDATAEXT where extcitepubinfo= %s", (report,))
			except:
			#we should complain but it can result to million lines of warnings so just pass..
			pass


			def create_analysis_tables():
			"""temporary simple table + index"""
			sql1 = "CREATE TABLE IF NOT EXISTS tmpcit (citer mediumint(10), cited mediumint(10)) TYPE=MyISAM"
			sql2 = "CREATE UNIQUE INDEX citercited on tmpcit(citer, cited)"
			sql3 = "CREATE INDEX citer on tmpcit(citer)"
			sql4 = "CREATE INDEX cited on tmpcit(cited)"
			try:
			run_sql(sql1)
			run_sql(sql2)
			run_sql(sql3)
			run_sql(sql4)
			except:
			pass

			def write_citer_cited(citer, cited):
			"""write an entry to tmp table"""
			sciter = str(citer)
			scited = str(cited)
			try:
			run_sql("insert into tmpcit(citer, cited) values (%s,%s)", (sciter,scited))
			except:
			pass

			def print_missing(num):
			"""
			Print the contents of rnkCITATIONDATAEXT table containing external
			records that were cited by NUM or more internal records.

			NUM is by default taken from the -E command line option.
			"""
			if not num:
			num = task_get_option("print-extcites")

			write_message("Listing external papers cited by %i or more internal records:" % num)

			res = run_sql("SELECT COUNT(id_bibrec), extcitepubinfo FROM rnkCITATIONDATAEXT \
			GROUP BY extcitepubinfo HAVING COUNT(id_bibrec) >= %s \
			ORDER BY COUNT(id_bibrec) DESC", (num,))
			for (cnt, brec) in res:
			print str(cnt)+"\t"+brec

			write_message("Listing done.")

			def tagify(parsedtag):
			"""aux auf to make '100__a' out of ['100','','','a']"""
			tag = ""
			for t in parsedtag:
			if t == '':
			t = '_'
			tag = tag+t
			return tag

R3600/modules/bibrank/lib/bibrank_citation_indexer.pyb01614862674maint-2.0

bibrank_citation_indexer.pyView Options

R3600/modules/bibrank/lib/bibrank_citation_indexer.py
b01614862674maint-2.0

bibrank_citation_indexer.py
View Options