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# License: BSD License 2.0
#
# Copyright (c) <year>, <copyright holder>
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
# * Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
# * Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the distribution.
# * Neither the name of the <organization> nor the
# names of its contributors may be used to endorse or promote products
# derived from this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
# WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
# DISCLAIMED. IN NO EVENT SHALL <COPYRIGHT HOLDER> BE LIABLE FOR ANY
# DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
# (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
# ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#!/usr/bin/env python
"""
CDS package to query VizieR big catalogues
G.Landais (27/10/2017)
VizieRClient.py [-h] [-l] [-i] [-mime=output_format] [-source=..] [asu_params]
-h: this help
-l: list large catalogues
-d: debug
-i: table information (table given by -source)
-mime: csv|votable|ascii
-source: table/catalogue name
--file : query with a list
asu_params : the ASU parameters
ex: -out.max: max number of records
-c: center
-c.rs: radius in arcsec
"Jmag>10" constraint on column Jmag
Licensed under a BSD license - see LICENSE.txt for details, reproduced above
"""
import sys
import re
import requests
try:
import numpy
from astropy.table import *
from astropy.io import ascii
from astropy import log
log.setLevel('ERROR')
use_astropy = True
except ImportError:
use_astropy = False
sys.stderr.write("(WARNING) astropy is not installed\n")
if int(sys.version[0]) < 3:
import urllib2 as ulib
else:
import urllib.request as ulib
import urllib
DEFAULT_RADIUS=2. # arcsec
DEFAULT_LIMIT=100
DEBUG = False
VIZIER_URL = "http://vizier.u-strasbg.fr/viz-bin/"
TAPVIZIER = "http://tapvizier.u-strasbg.fr/TAPVizieR/"
FORMAT_TSV = "tsv"
FORMAT_VOTABLE = "votable"
FORMAT_ASCII = "ascii"
def debug(obj):
if DEBUG is True:
sys.stderr.write("(debug)"+str(obj)+"\n")
def error(obj):
sys.stderr.write("(error)"+str(obj)+"\n")
def std_name(name):
if isinstance(name, bytes):
return name.decode('utf8').strip()
else:
return name.strip()
class TAP:
"""Execute TAP queries
"""
def __init__(self, server):
"""Constructor
:param server: the TAP server root URL
"""
self.__server = server
def __tapurl(self, adql, fmt):
query = "/tap/sync?request=doQuery&phase=RUN&lang=ADQL"
query += "&format="+fmt
#query += "&query="+adql.replace(" ", "+").replace("%","%25")
query += "&query="+adql.replace(" ", "+")
return query
def get_table(self, adql, fmt="votable"):
"""Execute Synchronous query and bufferise the result
:param adql: ADQL query
:param fmt: output format
:return: astropy.table.Table
"""
if use_astropy is False:
raise Exception("unavailable option - needs to install astropy")
query = self.__tapurl(adql, fmt)
debug("TAP(GET): " + self.__server + query)
return Table.read(self.__server+query)
class METAdata:
""" Cache METAdata
serialize the metadata into a local file with catalogues description
(catalogue_name, table_name, column_name)
"""
def __init__(self):
if use_astropy is False:
raise Exception("unavailable option - needs to install astropy")
self.__tap = TAP(TAPVIZIER)
self.__columns = None
def info_columns(self, name=None):
"""get the column info
:param name: the table or catalogue name
:returns: columns
"""
if name is None:
adql = "SELECT column_name, table_name, col.unit, datatype, description, indexed, std"
adql+= " FROM TAP_SCHEMA.columns col"
adql+= " JOIN METAtab t on (col.table_name = t.name)"
adql+= " JOIN METAdba d on (t.dbaid=d.dbaid)"
adql+= " JOIN METAcat c on (c.catid=t.catid)"
adql+= " WHERE d.login like 'vizls%'"
else:
adql = "SELECT column_name, table_name, unit, datatype, description, indexed, std"
adql+= " FROM TAP_SCHEMA.columns where table_name like '{0}%'".format(name)
table = self.__tap.get_table(adql, FORMAT_VOTABLE)
try:
table.convert_bytestring_to_unicode()
except:
sys.stderr("--byte is not converted")
for col in table.columns:
table[col] = table[col].astype(str)
return table
def info_table(self, name):
"""get the table info
:param name: search name: data_collection(=catalogue), acronym, table_name
:return: astropy table
"""
if name is None: raise Exception("name is null")
adql = "SELECT t.name as table_name, t.explain as description, t.records"
adql+= " FROM METAtab t WHERE t.name like '{0}%'".format(name)
table = self.__tap.get_table(adql, FORMAT_VOTABLE)
for col in table.columns:
table[col] = table[col].astype(str)
return table
def __std_table(self, table):
"""(Update) standardize an astropy table
:param table: table in input
"""
re_v1 = re.compile("^ *!ext/([^ ]+) .*$")
re_v2 = re.compile(".* *-source[= ]+([^ ]*).*")
sz = len(table["table_id"])
columnt = Column([0] * sz, dtype=int, name="type")
for i in range(sz):
value = std_name(table["table_id"][i])
mo = re_v1.match(value)
if mo:
table["table_id"][i] = mo.group(1).replace(".exe","")
columnt[i] = 1
else:
mo = re_v2.match(value)
if mo:
table["table_id"][i] = mo.group(1)
columnt[i] = 2
else:
columnt[i] = 0
for col in table.columns:
table[col] = table[col].astype(str)
table.add_column(columnt)
def list_large_table(self, catalogue_name=None):
"""list the large VizieR table
:param catalogue_name: catalogue name (VizieR id name)
:return: astropy table with large table description
"""
adql = "SELECT c.name as data_collection, t.name as table_name, t.explain as description, t.records, t.filename as table_id"
adql+= " FROM METAtab t join METAdba d on (t.dbaid=d.dbaid)"
adql+= " join METAcat c on (c.catid=t.catid)"
adql+= " WHERE d.login like 'vizls%'"
if catalogue_name is not None:
adql += " AND t.name like '{0}/%'".format(catalogue_name)
table = self.__tap.get_table(adql, FORMAT_VOTABLE)
self.__std_table(table)
return table
USER_AGENT = "python-vizquery"
class CDSClient:
""" VizieR client
"""
def __init__(self, default_format=FORMAT_ASCII, default_radius=DEFAULT_RADIUS, default_limit=DEFAULT_LIMIT):
"""
Constructor.
:param default_format: default output format
:param default_radius: default radius
:param default_limit: default limit of records returned
"""
self.format = default_format
self.radius = default_radius
self.limit = default_limit
self.__source = None
self.__parameters = None
self.__filename = None
def __service(self, format):
if format == FORMAT_TSV:
return "asu-tsv"
elif format == FORMAT_VOTABLE:
return "votable"
else :
return "asu-txt"
def __url(self, format = None):
if format is None: out = self.format
else: out = format
url = "{0}/{1}?".format(VIZIER_URL, self.__service(out))
if self.__source is None:
raise Exception("source is required")
url +="&-source="+self.__source
if self.__parameters is None:
return url
for param in self.__parameters:
url += "&"+param
return url
def query(self, name, params, filename=None):
""" Prepare the query
:param name: table designation
:param params: asu parameters
:param filename: constraint filename submitted
:return: url/adql
"""
self.__source= name
self.__parameters = params
if filename is not None: self.__filename = filename
return self.__url()
def get(self):
"""get the data in an astropy table
:return: result in astropy table
"""
if use_astropy is False:
raise Exception("unavailable option - needs to install astropy")
url = self.__url(FORMAT_TSV)
debug("url:" + url)
return ascii.read(url, comment='^#', format='fixed_width_no_header', delimiter='\t')
def post(self):
"""get the data in an astropy table usinf a file list
:return: result in astropy table
"""
if self.__filename is None:
fd = self.__get_http()
else:
fd = self.__post_http()
return ascii.read(fd.text)
def __get_http(self):
url = self.__url()
debug("url:"+url)
request = ulib.Request(url)
request.add_header("User-Agent", USER_AGENT)
return ulib.urlopen(request)
def __post_http(self):
self.__parameters.append("-source="+self.__source)
url = "{0}/{1}?".format(VIZIER_URL, self.__service(self.format))
debug("url(post):"+url)
sort_list = None
params = []
for parameter in self.__parameters:
p = parameter.split('=')
if len(p) != 2: raise Exception("unrecognized parameter {0} in file upload".format(parameter))
if p[0] == "-sort": sort_list = p[1]
params.append((p[0],p[1]))
if sort_list:
return requests.post(url, headers={"User-Agent": USER_AGENT},
data=params, files={'*-sort': open(self.__filename, 'r')})
else:
return requests.post(url, headers={"User-Agent": USER_AGENT},
data=params, files={'-c': open(self.__filename, 'r')})
def print_stdout(self):
""" print result into stdout
"""
if self.__filename is None:
fd = self.__get_http()
else:
fd = self.__post_http()
for line in fd:
sys.stdout.write(line.decode('utf8'))
if __name__ == "__main__":
__info = False
__params = []
__mime = None
__source = None
__filename = None
reg_constraint = re.compile("^(.*)([<>])([^<>]*)$")
for __o in sys.argv[1:]:
if __o in ("-h", "--help"):
help("__main__")
sys.exit(1)
elif __o in ("-i", "--info"):
__info = True
elif __o in ("-d", "--debug"):
DEBUG = True
elif __o in ("-l", "--list"):
meta = METAdata()
tables = meta.list_large_table()
for table in tables:
if table[4].find(".dat") > 0: continue
print ("{1} ({3} records) id={4}\n {2}".format(table[0], table[1], table[2],
table[3], table[4]))
sys.exit(0)
elif __o.find("--file=") == 0:
__filename = __o[7:]
continue
else:
"""asu params"""
mo = re.match("^-source=(.*)$", __o)
if mo:
__source = mo.group(1)
else:
mo = re.match("-mime=(.*)$", __o)
if mo:
__mime = mo.group(1)
continue
if __o[0] == '-':
__params.append(__o)
continue
if __o.find("=") > 0:
__params.append(__o)
continue
m = reg_constraint.match(__o)
if m is None:
raise Exception("unavailable parameter " + __o)
__params.append("{0}={1}{2}".format(m.group(1), m.group(2), m.group(3)))
if __source is None:
help("__main__")
sys.exit(1)
if __info is True:
meta = METAdata()
tables = meta.info_table(__source)
for table in tables:
print("{0} ({2} records)\t{1}".format(table[0], table[1], table[2]))
columns = meta.info_columns(table[0])
for column in columns:
opt = ""
if (column[4] == '1'): opt += "(i)"
if (column[5] == '1'): opt += "(p)"
print("{0:32s} {1:10s} {2:6s} {3}".format(column[0], column[1], opt, column[3]))
print()
print ("(i) : indexed column\n(p) default column")
sys.exit(0)
client = CDSClient()
if __mime is not None:
if __mime in (FORMAT_TSV, FORMAT_VOTABLE, FORMAT_ASCII):
client.format = __mime
#print(__params)
client.query(__source, __params, __filename)
client.print_stdout()
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