Created
October 26, 2010 13:45
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Process the Permanent Open Market Operation (POMO) XML data from the NY Federal Reserve Bank.
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import csv | |
import dateutil.parser | |
import lxml, lxml.etree | |
rangeString = '20050825_20101025' | |
xmlRoot = lxml.etree.parse("data/pomo_{0}.xml".format(rangeString)).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("pomo_{0}.csv".format(rangeString), 'w')) | |
w.writerows(pomoData) |
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