我有以下XML。我想提取每天的时间序列数据,例如,
<d:BC_1MONTH m:type="Edm.Double">1.29</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.44</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.61</d:BC_6MONTH>
...
然后,我想将数据存储在pandas
中,这样我就可以全面地绘制它,以便我可以看到每天的变化。像这样:
In [5]: df = pd.DataFrame(the_xml_data, index=ts.index, columns=list('NameOfColums')) # nameofcolumns = d:BC_1MONTH etc...
但我甚至无法通过XML
部分。我试过了:
import xmltodict
import xml.dom.minidom
import xml.etree.ElementTree as ET
tree = ET.parse('/home/idf/Documents/python/treasury_curve.xml')
root = tree.getroot()
for neighbor in root.iter('entry'):
print(neighbor)
但没有打印。这只是我需要存储在pandas dataframe
中的一小部分数据。
<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<feed xml:base="http://data.treasury.gov/Feed.svc/" xmlns:d="http://schemas.microsoft.com/ado/2007/08/dataservices" xmlns:m="http://schemas.microsoft.com/ado/2007/08/dataservices/metadata" xmlns="http://www.w3.org/2005/Atom">
<title type="text">DailyTreasuryYieldCurveRateData</title>
<id>http://data.treasury.gov/feed.svc/DailyTreasuryYieldCurveRateData</id>
<updated>2018-02-08T21:14:57Z</updated>
<link rel="self" title="DailyTreasuryYieldCurveRateData" href="DailyTreasuryYieldCurveRateData" />
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7009)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7009)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7009</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-02T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.29</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.44</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.61</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.83</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">1.92</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.01</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.25</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.38</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.46</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.64</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.81</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.81</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7010)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7010)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7010</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-03T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.29</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.41</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.59</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.81</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">1.94</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.02</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.25</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.37</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.44</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.62</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.78</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.78</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7011)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7011)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7011</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-04T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.28</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.41</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.6</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.82</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">1.96</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.05</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.27</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.38</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.46</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.62</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.79</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.79</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7012)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7012)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7012</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-05T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.27</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.39</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.58</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.8</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">1.96</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.06</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.29</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.4</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.47</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.64</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.81</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.81</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7013)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7013)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7013</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-08T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.3</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.45</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.6</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.79</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">1.96</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.07</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.29</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.41</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.49</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.65</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.81</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.81</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7014)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7014)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7014</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-09T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.27</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.44</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.6</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.78</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">1.98</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.09</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.33</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.46</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.55</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.72</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.88</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.88</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7015)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7015)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7015</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-10T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.31</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.42</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.59</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.78</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">1.98</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.08</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.32</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.47</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.55</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.73</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.88</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.88</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7016)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7016)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7016</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-11T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.32</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.43</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.58</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.77</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">1.98</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.09</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.32</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.46</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.54</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.72</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.91</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.91</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7017)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7017)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7017</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-12T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.31</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.43</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.59</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.78</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">1.99</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.12</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.35</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.48</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.55</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.71</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.85</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.85</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7018)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7018)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7018</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-16T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.33</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.45</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.63</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.79</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">2.03</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.12</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.36</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.48</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.54</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.69</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.83</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.83</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7019)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7019)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7019</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-17T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.31</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.44</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.63</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.79</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">2.05</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.15</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.39</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.51</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.57</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.71</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.84</d:BC_30YEAR>
<d:BC_30YEARDISPLAY m:type="Edm.Double">2.84</d:BC_30YEARDISPLAY>
</m:properties>
</content>
</entry>
<entry>
<id>http://data.treasury.gov/Feed.svc/DailyTreasuryYieldCurveRateData(7020)</id>
<title type="text"></title>
<updated>2018-02-08T21:14:57Z</updated>
<author>
<name />
</author>
<link rel="edit" title="DailyTreasuryYieldCurveRateDatum" href="DailyTreasuryYieldCurveRateData(7020)" />
<category term="TreasuryDataWarehouseModel.DailyTreasuryYieldCurveRateDatum" scheme="http://schemas.microsoft.com/ado/2007/08/dataservices/scheme" />
<content type="application/xml">
<m:properties>
<d:Id m:type="Edm.Int32">7020</d:Id>
<d:NEW_DATE m:type="Edm.DateTime">2018-01-18T00:00:00</d:NEW_DATE>
<d:BC_1MONTH m:type="Edm.Double">1.29</d:BC_1MONTH>
<d:BC_3MONTH m:type="Edm.Double">1.45</d:BC_3MONTH>
<d:BC_6MONTH m:type="Edm.Double">1.63</d:BC_6MONTH>
<d:BC_1YEAR m:type="Edm.Double">1.79</d:BC_1YEAR>
<d:BC_2YEAR m:type="Edm.Double">2.05</d:BC_2YEAR>
<d:BC_3YEAR m:type="Edm.Double">2.17</d:BC_3YEAR>
<d:BC_5YEAR m:type="Edm.Double">2.43</d:BC_5YEAR>
<d:BC_7YEAR m:type="Edm.Double">2.55</d:BC_7YEAR>
<d:BC_10YEAR m:type="Edm.Double">2.62</d:BC_10YEAR>
<d:BC_20YEAR m:type="Edm.Double">2.77</d:BC_20YEAR>
<d:BC_30YEAR m:type="Edm.Double">2.9</d:BC_30YEAR>
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