diff options
author | Aaron LI <aaronly.me@outlook.com> | 2017-01-19 19:20:04 +0800 |
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committer | Aaron LI <aaronly.me@outlook.com> | 2017-01-19 19:20:04 +0800 |
commit | 025cdd3ab110c7f06bcd76271e4fcafd7f77c21d (patch) | |
tree | a89b584171e242121059a22e48ebc36d731165db | |
parent | a1815079ad4ff8076eb33bbd3f6b50e5c1a66763 (diff) | |
download | atoolbox-025cdd3ab110c7f06bcd76271e4fcafd7f77c21d.tar.bz2 |
Add python/adsbib.py
-rwxr-xr-x | python/adsbib.py | 739 | ||||
-rwxr-xr-x[-rw-r--r--] | python/xkeywordsync.py | 0 |
2 files changed, 739 insertions, 0 deletions
diff --git a/python/adsbib.py b/python/adsbib.py new file mode 100755 index 0000000..823a2e8 --- /dev/null +++ b/python/adsbib.py @@ -0,0 +1,739 @@ +#!/usr/bin/env python3 +# +# Copyright (c) 2016 Aaron LI +# MIT License +# + +""" +Build and maintain the BibTeX database for a literature of PDF files. + +This tool try to extract the metadata from the PDF file, then query +the SAO/NASA Astrophysics Data System (ADS) for details, and finally +build the BibTeX entries. + + +References/Credits: +[1] SAO/NASA Astrophysics Data System + https://ui.adsabs.harvard.edu/ +[2] ADS API Description + https://github.com/adsabs/adsabs-dev-api +[3] ADS Search Syntax + https://adsabs.github.io/help/search/search-syntax +[4] PDFtk: https://www.pdflabs.com/docs/pdftk-man-page/ +[5] Poppler utilities: pdftotext +[6] Pybtex: https://pybtex.org/ +[7] Requests: HTTP for Humans + https://github.com/kennethreitz/requests +""" + + +import os +import re +import json +import fnmatch +import argparse +import logging +import subprocess +from collections import OrderedDict + +import requests +import pybtex.database +from pybtex.database import Entry, Person +from unidecode import unidecode + + +logger = logging.getLogger("adsbib") + + +class AdsRecord: + """ + Record data retrieved from ADS service. + """ + # Regular expression to match the "bibstem" of a bibcode + BIBSTEM_RE = re.compile(r"^\d{4}([a-z&]+)[\d.]+[a-z.\d]+$", re.IGNORECASE) + # ADS URL pattern to record + ADS_URL = "http://adsabs.harvard.edu/abs/%(bibcode)s" + + def __init__(self, data): + self.data = data + # Supplement "bibstem" if missing + self.data["bibstem"] = self.get_bibstem() + self.bibcode = data["bibcode"] + self.keys = sorted(data.keys()) + + def __str__(self): + return "<{bibcode} with {keys}>".format( + bibcode=self.bibcode, keys=",".join(self.keys)) + + def pprint(self, indent=4): + """ + Pretty print the record data + """ + for key in self.keys: + print("{indent}{key}: {value}".format( + indent=" "*indent, key=key, value=self.data[key])) + + def get_bibstem(self): + """ + Get the "bibstem" from the bibcode, which is the abbreviated name + of the journal/publication (e.g., ApJ, A&A) + """ + if "bibstem" in self.data.keys(): + return self.data["bibstem"] + bibcode = self.data["bibcode"] + bibstem = self.BIBSTEM_RE.search(bibcode).group(1) + return bibstem + + def to_bib_data(self): + """ + Convert to the BibTeX data + """ + bibtype = self.data["doctype"] + persons = OrderedDict([ + ("author", [Person(p) for p in self.data["author"]]), + ]) + fields = OrderedDict([ + ("title", self.data["title"][0]), + ("adsbibcode", self.data["bibcode"]), + ("url", self.ADS_URL % {"bibcode": self.data["bibcode"]}), + ("journal", self.data["pub"]), + ("year", self.data["year"]), + ]) + if self.data["bibstem"].lower() == "arxiv": + fields.update([ + ("archiveprefix", "arXiv"), + ("eprint", self.data["identifier"][0]), + ]) + else: + fields.update([ + ("volume", self.data["volume"]), + ("page", self.data["page"][0]), + ]) + if self.data.get("doi"): + fields["doi"] = self.data["doi"][0] + if self.data.get("keyword"): + fields["keywords"] = ", ".join(self.data["keyword"]) + if self.data.get("abstract"): + fields["abstract"] = self.data["abstract"] + # + return (bibtype, persons, fields) + + +class AdsQuery: + """ + SAO/NASA ADS query and access class + """ + # ADS API URLs + API_URL = "https://api.adsabs.harvard.edu/v1" + QUERY_URL = API_URL + "/search/query" + + # List of fields to return by the query + fields = set([ + "abstract", # abstract of the record + "ack", # acknowledgments + "aff", # array of the author's affiliations + "alternate_bibcode", # list of alternate bibcodes + "arxiv", # arXiv ID + "arxiv_class", # arXiv class the pre-print was submitted to + "author", # array of the author names + "bibcode", # canonical ADS bibcode ID + "bibgroup", # bibliographic groups the bibcode been associated with + "bibstem", # abbreviated name of the journal/publication (e.g., ApJ) + "copyright", # copyright + "data", # list of sources that have data related + "database", # which database the record is associated with + "doi", # digital object identifier (DOI) + "doctype", # document type, extension to the BibTeX entry types + "first_author", # first author of the article + "grant", # list of grant IDs and agencies noted + "id", # a *non-persistent* ID, for fast look-up of a document + "identifier", # array of alternative IDs for the record + "issue", # issue number + "keyword", # array of normalized and un-normalized keyword values + "orcid", # ORCiD IDs supplied by publishers + "page", # starting page + "property", # array of miscellaneous flags associated + "pub", # canonical name of the publication + "pubdate", # publication date in the form "YYYY-MM-DD" + "title", # title of the record + "volume", # volume number + "year", # year the record was published + ]) + + def __init__(self, tokenfile): + self.token = open(tokenfile).read().strip() + logger.info("Read in ADS API token from: {0}".format(tokenfile)) + + def query(self, q, **params): + headers = { + "Authorization": "Bearer:{0}".format(self.token), + } + params["q"] = q + if "fl" not in params: + params["fl"] = ",".join(self.fields) + r = requests.get(self.QUERY_URL, params=params, headers=headers) + r.raise_for_status() + response = json.loads(r.text) + logger.debug("ADS response header:\n{0}".format( + response["responseHeader"])) + logger.debug("ADS response body:\n{0}".format(response["response"])) + records = [AdsRecord(data) for data in response["response"]["docs"]] + logger.info("ADS found {0} records".format(len(records))) + return records + + +class PDF: + """ + Class to deal with the PDF file + """ + # Regular expression to match a DOI + DOI_RE = re.compile(r"\b(?:doi[:\s]*|)(10\.\d{4,9}/[^\s\|\]\}\?\,\'\"]+)", + re.IGNORECASE) + # Regular expression to match a ADS Bibcode + BIBCODE_RE = re.compile(r"\b(\d{4}[a-zA-Z0-9&.]{14}[A-Z])") + # Regular expression to match a arXiv ID + ARXIV_RE = re.compile(r"\b(?:arxiv:?\s*)([a-z/-]*\d{4}\.?\d{3,5}v?\d+)", + re.IGNORECASE) + # Flag indicating whether the file/metadata is modified + modified = False + + def __init__(self, filepath): + self.filepath = filepath + # + self.text_metadata = subprocess.check_output(args=[ + "pdftk", self.filepath, "dump_data_utf8" + ]).decode("utf-8") + self.text_firstpage = subprocess.check_output(args=[ + "pdftotext", "-f", "1", "-l", "1", self.filepath, "-" + ]).decode("utf-8") + # + self.doi = self.extract(self.DOI_RE) + self.bibcode = self.extract(self.BIBCODE_RE) + self.arxiv = self.extract(self.ARXIV_RE) + + @staticmethod + def is_annotated(path): + return path.endswith(".annot.pdf") + + @staticmethod + def is_annotated_of(path1, path2): + """ + Test whether PDF of path1 is the annotated version of PDF of path2? + """ + basepath1 = os.path.splitext(path1)[0] + basepath2 = os.path.splitext(path2)[0] + return (basepath1 == basepath2 + ".annot") + + @property + def annotated(self): + return self.is_annotated(self.filepath) + + def extract(self, regex, grpnum=1): + value = None + for text in [self.text_metadata, self.text_firstpage]: + match = regex.search(text) + if match: + value = match.group(grpnum) + break + return value + + def add_metadata(self, key, value, overwrite=False): + metadata = self.text_metadata + target = "InfoKey: {0}".format(key) + idx0 = metadata.upper().find(target.upper()) + if idx0 >= 0: + # Key already exists + if overwrite: + # Update existing value + idx1 = metadata.find("\n", idx0) + 1 # InfoValue's head + idx2 = metadata.find("\n", idx1) # InfoValue's tail + infoval_new = "InfoValue: {0}".format(value) + self.text_metadata = (metadata[:idx1] + infoval_new + + metadata[idx2:]) + self.modified = True + logger.info("Updated metadata: {0} = {1}".format(key, value)) + else: + logger.warning("PDF metadata: key already exists!") + else: + # Append the new key + idx0 = metadata.upper().rfind("InfoValue:".upper()) + idx1 = metadata.find("\n", idx0) + 1 + keyval_new = "".join([ + "InfoBegin\n", + "InfoKey: {0}\n".format(key), + "InfoValue: {0}\n".format(value), + ]) + self.text_metadata = metadata[:idx1] + keyval_new + metadata[idx1:] + self.modified = True + logger.info("Added new metadata: {0} = {1}".format(key, value)) + + def write(self, outfile=None, overwrite=False): + """ + Write PDF with updated metadata. + """ + if not self.modified: + logger.info("PDF not modified; skip") + return + # + infile = self.filepath + if (outfile is None) or (outfile == infile): + # Backup original file + infile = self.filepath + ".orig" + os.rename(self.filepath, infile) + outfile = self.filepath + if os.path.exists(outfile): + if overwrite: + os.remove(outfile) + logger.warning("Overwriting file: {0}".format(outfile)) + else: + raise OSError("File already exists: {0}".format(outfile)) + subprocess.check_output(args=[ + "pdftk", infile, "update_info_utf8", "-", "output", outfile, + ], input=self.text_metadata, universal_newlines=True) + logger.info("Saved PDF file: {0}".format(outfile)) + + +class BibEntry: + """ + BibTeX database entries. + """ + def __init__(self, filepath, ads): + self.filepath = filepath + self.ads = ads # ADS querier + self.pdf = PDF(self.filepath) + self.doi = self.pdf.doi + self.bibcode = self.pdf.bibcode + self.arxiv = self.pdf.arxiv + + def query_ads(self): + """ + Query the ADS to retrieve the bibliographic data + """ + if self.pdf.bibcode: + q = "bibcode:{0}".format(self.pdf.bibcode) + elif self.pdf.doi: + q = "doi:{0}".format(self.pdf.doi) + elif self.pdf.arxiv: + q = "arxiv:{0}".format(self.pdf.arxiv) + else: + raise ValueError("No available metadata in PDF for ADS query") + logger.info("ADS query expression: q={0}".format(q)) + records = self.ads.query(q=q) + if len(records) != 1: + raise ValueError("Queried NO or MULTIPLE records") + self.ads_record = records[0] + logger.info("Queried record: {0}".format(str(self.ads_record))) + + def make_bib_data(self): + """ + Make the BibTeX data for this entry from queried ADS record data + """ + bibtype, persons, fields = self.ads_record.to_bib_data() + fields["file"] = self.filepath + self.bibtype = bibtype + self.persons = persons + self.fields = fields + # Update DOI, BibCode and arXiv ID + self.doi = fields.get("doi") + self.bibcode = fields.get("adsbibcode") + self.arxiv = fields.get("eprint") + + def make_bib_key(self, db=None): + """ + Generate the BibTeX key for this entry from BibTeX data + """ + first_author = self.persons["author"][0] + last_name = "".join(first_author.last_names) + last_name = unidecode(last_name) + last_name = re.sub(r"[ {}`'\"\\]", "", last_name) + year = self.fields["year"] + journal = self.ads_record.get_bibstem() + bibkey = "".join([last_name, year, journal]) + if db and db.exists_key(bibkey): + num = 2 + while db.exists_key(bibkey+str(num)): + num += 1 + bibkey += str(num) + logger.info("Generated BibTeX key: {0}".format(bibkey)) + self.bibkey = bibkey + + def load_db_data(self, dbentry): + self.bibkey = dbentry.key + self.bibtype = dbentry.type + self.persons = dbentry.persons + self.fields = dbentry.fields + # Update DOI, BibCode and arXiv ID + self.doi = self.fields.get("doi") + self.bibcode = self.fields.get("adsbibcode") + self.arxiv = self.fields.get("eprint") + + def update_pdf(self): + if self.doi: + self.pdf.add_metadata("DOI", self.doi) + if self.bibcode: + self.pdf.add_metadata("AdsBibCode", self.bibcode) + if self.arxiv: + self.pdf.add_metadata("arXiv", self.arxiv) + self.pdf.write() + + +class BibDB: + """ + BibTeX database + """ + modified = False + + def __init__(self, filepath): + self.filepath = filepath + self.db = pybtex.database.parse_file(filepath) + logger.info("Loaded BibTeX database from: {0}".format(filepath)) + self.doi_bibkeys = self._make_bibkey_invmap("doi") + self.bibcode_bibkeys = self._make_bibkey_invmap("adsbibcode") + self.arxiv_bibkeys = self._make_bibkey_invmap("eprint") + + def _make_bibkey_invmap(self, key): + """ + Make an inverse map of bibkey to the specified key, + e.g., doi, adsbibcode, epring. + """ + invmap = { + entry.fields[key]: entry.key + for entry in self.db.entries if entry.fields.get(key) + } + return invmap + + def exists_key(self, bibkey): + return (bibkey in self.db.entries) + + def check_file(self): + """ + Check the existence of entry-related file. + """ + raise NotImplementedError + + def contains(self, entry): + """ + Whether the given entry is contained in the database? + Return the key of the entry if exists. + """ + for key, invmap in [(entry.bibcode, self.bibcode_bibkeys), + (entry.doi, self.doi_bibkeys), + (entry.arxiv, self.arxiv_bibkeys)]: + bibkey = invmap.get(key) + if bibkey: + return bibkey + return None + + def get_entry(self, bibkey): + return self.db.entries[bibkey] + + def update_entry(self, bibkey, entry): + """ + Update the specified entry (e.g., the file path to PDF) if necessary. + """ + dbentry = self.get_entry(bibkey) + file_orig = dbentry.fields.get("file", "") + if not PDF.is_annotated_of(file_orig, entry.filepath): + dbentry.fields["file"] = entry.filepath + self.modified = True + logger.info("BibTeX DB: updated entry: <{0}>".format(bibkey)) + else: + logger.info("Skip to update BibTeX entry: <{0}>".format(bibkey)) + + def add_entry(self, entry): + """ + Add new entry to the database + """ + bibkey = entry.bibkey + self.db.add_entry(bibkey, + Entry(type_=entry.bibtype, fields=entry.fields, + persons=entry.persons)) + self.modified = True + if entry.bibcode: + self.bibcode_bibkeys[entry.bibcode] = bibkey + if entry.doi: + self.doi_bibkeys[entry.doi] = bibkey + if entry.arxiv: + self.arxiv_bibkeys[entry.arxiv] = bibkey + logger.info("BibTeX DB: added new entry: <{0}>".format(bibkey)) + + def write(self, outfile=None, overwrite=False): + """ + Write the database if modified. + """ + if not self.modified: + logger.info("Database not modified; skip") + return + # + if outfile is None: + outfile = self.filepath + # Backup original file + backfile = outfile + ".orig" + os.rename(outfile, backfile) + if os.path.exists(outfile): + if overwrite: + os.remove(outfile) + logger.warning("Overwriting file: {0}".format(outfile)) + else: + raise OSError("File already exists: {0}".format(outfile)) + self.db.to_file(outfile) + logger.info("Saved database to file: {0}".format(outfile)) + + +class FileIgnore: + """ + Manage the files to be ignored. + """ + def __init__(self, specfile): + self.specfile = specfile + spec = [line.strip() for line in open(specfile).readlines()] + spec = [l for l in spec if (not l.startswith("#")) and (l != "")] + # Remove prefix "./" + self.spec = [s[2:] if s.startswith("./") else s for s in spec] + logger.debug("Ignored specifications:\n{0}".format( + "\n".join(self.spec))) + + def is_ignored(self, filepath): + for s in self.spec: + if fnmatch.fnmatch(filepath, s): + logger.debug("Ignored file: {0}".format(filepath)) + return True + return False + + +class FileCollection: + """ + Build the collection of files to be processed. + """ + def __init__(self, inputs, ignorespec=None): + self.inputs = inputs + paths = self._normalize(self._build(inputs)) + paths = self._filter(paths, ignorespec) + self.paths = sorted(paths) + logger.debug("Collection of {0} files:\n{1}".format( + len(self.paths), "\n".join(self.paths))) + + @staticmethod + def _build(inputs): + paths = [] + for f in inputs: + if os.path.isdir(f): + # Walk through the directory and get all PDF files + # Credit: https://stackoverflow.com/a/2186565/4856091 + for root, dirnames, filenames in os.walk(f): + for filename in fnmatch.filter(filenames, "*.pdf"): + paths.append(os.path.join(root, filename)) + elif f.endswith(".pdf"): + paths.append(f) + else: + # Get the contents as list of files + _files = [line.strip() for line in open(f).readlines()] + _files = [_f for _f in _files + if (not _f.startswith("#")) and (_f != "")] + paths += _files + return paths + + @staticmethod + def _normalize(paths): + """ + Remove the prefix "./" from file paths + """ + paths = [p[2:] if p.startswith("./") else p for p in paths] + return paths + + @staticmethod + def _filter(paths, ignorespec=None): + if ignorespec is None: + return paths + ignore = FileIgnore(ignorespec) + paths = [p for p in paths if not ignore.is_ignored(p)] + return paths + + +def cmd_query(args): + """ + Sub-command "query". + """ + ads = AdsQuery(args.token) + + print("ADS query: q={0}".format(args.query)) + records = ads.query(q=args.query) + if len(records) == 0: + print("No records found on ADS!") + else: + for i, rec in enumerate(records): + print("\n[%d/%d] %s" % (i+1, len(records), str(rec))) + rec.pprint() + + +def cmd_pdf(args): + """ + Sub-command "pdf". + """ + pdf_missing_arxiv = set() + pdf_missing_bibcode = set() + pdf_missing_doi = set() + # Find the PDF files that missing the specified metadata + filepaths = FileCollection(args.inputs, args.ignore).paths + # Update PDF metadata + if (args.set_arxiv or args.set_bibcode or args.set_doi): + if len(filepaths) != 1: + raise ValueError("only allow ONE input PDF; " + + "but gave %d" % len(filepaths)) + pdf = PDF(filepaths[0]) + if args.set_arxiv: + pdf.add_metadata("arXiv", args.set_arxiv) + if args.set_bibcode: + pdf.add_metadata("AdsBibCode", args.set_bibcode) + if args.set_doi: + pdf.add_metadata("DOI", args.set_doi) + pdf.write() + # Default action: show PDF information + for fp in filepaths: + print("\n==> PDF: {0}".format(fp)) + pdf = PDF(fp) + print("Annotated: {0}".format(pdf.annotated)) + if pdf.doi: + print("DOI: {0}".format(pdf.doi)) + else: + logger.warning("DOI: missing!") + pdf_missing_doi.add(fp) + if pdf.bibcode: + print("ADS BibCode: {0}".format(pdf.bibcode)) + else: + logger.warning("ADS BibCode: missing!") + pdf_missing_bibcode.add(fp) + if pdf.arxiv: + print("arXiv ID: {0}".format(pdf.arxiv)) + else: + logger.info("arXiv ID: missing!") + pdf_missing_arxiv.add(fp) + # Show files missing the specified metadata + if (args.find_missing_arxiv or + args.find_missing_bibcode or + args.find_missing_doi): + label = [ + l for f, l in [(args.find_missing_arxiv, "arXiv"), + (args.find_missing_bibcode, "BibCode"), + (args.find_missing_doi, "DOI")] + if f is True + ] + setlist = [ + s for f, s in [(args.find_missing_arxiv, pdf_missing_arxiv), + (args.find_missing_bibcode, pdf_missing_bibcode), + (args.find_missing_doi, pdf_missing_doi)] + if f is True + ] + pdf_missing_metadata = set.intersection(*setlist) + print("\n-----------------------------------------------------------") + print("{0} PDF files missing metadata: {1}".format( + len(pdf_missing_metadata), " && ".join(label))) + print("\n".join(pdf_missing_metadata)) + + +def cmd_db(args): + """ + Sub-command "db". + """ + db = BibDB(args.bibtex) + ads = AdsQuery(args.token) + # + for filepath in args.input: + logger.info("\n==> PDF: {0}".format(filepath)) + entry = BibEntry(filepath, ads=ads) + bibkey = db.contains(entry) + if bibkey: + logger.info("Already in database: <{0}>".format(bibkey)) + db.update_entry(bibkey, entry) + entry.load_db_data(db.get_entry(bibkey)) + entry.update_pdf() + else: + entry.query_ads() + entry.make_bib_data() + entry.make_bib_key(db) + entry.update_pdf() + db.add_entry(entry) + # + db.write() + + +def main(): + # Default arguments + token_dft = ".adstoken" + bibtex_dft = "references.bib" + ignore_dft = ".adsignore" + + parser = argparse.ArgumentParser( + description=("Maintain the BibTeX database of a collection of PDF " + + "papers by querying the ADS database")) + # Common arguments + parser.add_argument("-b", "--bibtex", dest="bibtex", default=bibtex_dft, + help="BibTeX database (default: %s)" % bibtex_dft) + parser.add_argument("-d", "--debug", dest="debug", action="store_true", + help="report verbose debug information") + parser.add_argument("-t", "--token", dest="token", default=token_dft, + help="file containing the ADS API token " + + "(default: %s)" % token_dft) + parser.add_argument("-I", "--ignore", dest="ignore", default=ignore_dft, + help="ignore specification file " + + "(default: %s)" % ignore_dft) + subparsers = parser.add_subparsers(dest="subparser_name", + title="sub-commands", + help="additional help") + # Sub-command: "query" + parser_query = subparsers.add_parser("query", help="Query the ADS service") + parser_query.add_argument("query", help="query expression") + parser_query.set_defaults(func=cmd_query) + # Sub-command: "pdf" + parser_pdf = subparsers.add_parser("pdf", help="Manipulate PDF files") + parser_pdf.add_argument("--find-missing-arxiv", + dest="find_missing_arxiv", + action="store_true", + help="find PDF files missing arXiv ID") + parser_pdf.add_argument("--find-missing-bibcode", + dest="find_missing_bibcode", + action="store_true", + help="find PDF files missing ADS BibCode") + parser_pdf.add_argument("--find-missing-doi", + dest="find_missing_doi", + action="store_true", + help="find PDF files missing DOI") + parser_pdf.add_argument("-a", "--set-arxiv", dest="set_arxiv", + help="set arXiv ID in PDF metadata") + parser_pdf.add_argument("-b", "--set-bibcode", dest="set_bibcode", + help="set ADS BibCode in PDF metadata") + parser_pdf.add_argument("-d", "--set-doi", dest="set_doi", + help="set DOI in PDF metadata") + parser_pdf.add_argument("inputs", nargs="+", + help=("PDF files, directory, or text file of " + + "filenames. NOTE: only one PDF file " + + "when to update its metadata.")) + parser_pdf.set_defaults(func=cmd_pdf) + # Sub-command: "db" + parser_db = subparsers.add_parser("db", help="Maintain the BibTeX DB") + parser_db.add_argument("-s", "--show", dest="show", action="store_true", + help="show database status") + parser_db.add_argument("-c", "--check-pdf", dest="check_pdf", + action="store_true", + help="check the database against local PDF files") + parser_db.add_argument("-a", "--add", dest="add", nargs="+", + help="add PDF files to the database") + parser_db.set_defaults(func=cmd_db) + # + args = parser.parse_args() + if (args.ignore == ignore_dft) and (not os.path.exists(ignore_dft)): + args.ignore = None + + # Setup logging + loglevel = "DEBUG" if args.debug else "INFO" + logging.basicConfig(level=loglevel, + format="[%(levelname)s] <%(name)s> %(message)s") + + logger.debug("Parsed arguments:\n{0}".format(args)) + + # Dispatch sub-commands to call its associated default function + args.func(args) + + +if __name__ == "__main__": + main() diff --git a/python/xkeywordsync.py b/python/xkeywordsync.py index 9a7cd79..9a7cd79 100644..100755 --- a/python/xkeywordsync.py +++ b/python/xkeywordsync.py |