Created
October 29, 2010 11:24
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Update Permanent Open Market Operation data directly from NYFRB
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import csv | |
import datetime | |
import dateutil.parser | |
import lxml, lxml.etree | |
import urllib2 | |
# Setup date-related variables | |
today = datetime.date.today() | |
todayString = today.strftime('%m/%d/%Y') | |
rangeString = '20050825_{0}'.format(today.strftime('%Y%m%d')) | |
baseURL = 'http://www.newyorkfed.org/markets/pomo/xml/v3_0/pomoXML.cfm?SHOWMORE=TRUE' | |
dateQueryString = '&date1=08/25/2005&date2={0}'.format(todayString) | |
# Retrieve and store the POMO data from the NYFRB | |
xmlFileName = "data/pomo_{0}.xml".format(rangeString) | |
xmlOut = open(xmlFileName, 'w') | |
xmlOut.write(urllib2.urlopen(baseURL + dateQueryString).read()) | |
xmlOut.close() | |
# Parse the XML data, store rows of the data, and then write to CSV | |
xmlRoot = lxml.etree.parse(xmlFileName).getroot() | |
xmlData = xmlRoot.getchildren()[1] | |
pomoData = [] | |
for xmlGroup in xmlData: | |
operationDate = dateutil.parser.parse(xmlGroup.attrib['operationDate']) | |
operationDirection = xmlGroup.attrib['operationDirection'] | |
operationType = xmlGroup.attrib['operationType'] | |
releaseTime = xmlGroup.attrib['releaseTime'] | |
closeTime = xmlGroup.attrib['closeTime'] | |
if operationType != 'AGENCY': | |
maturityRangeStart = dateutil.parser.parse(xmlGroup.attrib['maturityRangeStart']) | |
maturityRangeEnd = dateutil.parser.parse(xmlGroup.attrib['maturityRangeEnd']) | |
else: | |
maturityRangeStart = None | |
maturityRangeEnd = None | |
numIssues = len(list(xmlGroup)) - 2 | |
totalAccepted = float(list(xmlGroup)[-2].getchildren()[0].attrib['value']) | |
totalSubmitted = float(list(xmlGroup)[-1].getchildren()[0].attrib['value']) | |
pomoData.append((operationDate, operationDirection, operationType, releaseTime, closeTime, maturityRangeStart, maturityRangeEnd, numIssues, totalAccepted, totalSubmitted)) | |
w = csv.writer(open("data/pomo_{0}.csv".format(rangeString), 'w')) | |
w.writerows(pomoData) |
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