У меня следующая структура:
<population>
<person id="101">
<attributes>
<attribute name="age" class="java.lang.Integer" >53</attribute>
</attributes>
<plan score="-0.38" selected="yes">
<activity type="outside" link="81312" facility="outside_208" x="649324.9906891582" y="6866581.699995641" end_time="08:22:00" >
</activity>
<leg mode="car" dep_time="08:22:00" trav_time="00:10:13">
<route type="links" start_link="81312" end_link="138852" trav_time="00:10:13" distance="6046.54932060571" vehicleRefId="7262234">81312</route>
</leg>
<activity type="work" link="138852" facility="38407" x="651680.6" y="6863892.5" start_time="08:45:22" end_time="17:15:22" >
<attributes>
<attribute name="innerParis" class="java.lang.Boolean" >true</attribute>
</attributes>
</activity>
<leg mode="car" dep_time="17:15:22" trav_time="00:07:05">
<route type="links" start_link="138852" end_link="189898" trav_time="00:07:05" distance="4604.544053407517" vehicleRefId="7262234">138852</route>
</leg>
<activity type="outside" link="189898" facility="outside_249" x="648729.9598002436" y="6866057.250182923" end_time="17:20:35" >
</activity>
</plan>
<plan score="-0.38" selected="no">
<activity type="inside" link="81312" facility="outside_208" x="649324.9906891582" y="6866581.699995641" end_time="08:22:00" >
</activity>
<leg mode="bike" dep_time="08:22:00" trav_time="00:10:13">
<route type="links" start_link="81312" end_link="138852" trav_time="00:10:13" distance="6046.54932060571" vehicleRefId="7262234">81312</route>
</leg>
<activity type="shopping" link="138852" facility="38407" x="651680.6" y="6863892.5" start_time="08:45:22" end_time="17:15:22" >
<attributes>
<attribute name="innerParis" class="java.lang.Boolean" >true</attribute>
</attributes>
</activity>
<leg mode="bike" dep_time="08:22:00" trav_time="00:10:13">
<route type="links" start_link="81312" end_link="138852" trav_time="00:10:13" distance="6046.54932060571" vehicleRefId="7262234">81312</route>
</leg>
<activity type="work" link="138852" facility="38407" x="651680.6" y="6863892.5" start_time="08:45:22" end_time="17:15:22" >
<attributes>
<attribute name="innerParis" class="java.lang.Boolean" >true</attribute>
</attributes>
</activity>
<leg mode="pt" dep_time="17:15:22" trav_time="00:07:05">
<route type="links" start_link="138852" end_link="189898" trav_time="00:07:05" distance="4604.544053407517" vehicleRefId="7262234">138852</route>
</leg>
<activity type="outside" link="189898" facility="outside_249" x="648729.9598002436" y="6866057.250182923" end_time="17:20:35" >
</activity>
</plan>
</person>
<person id="102">
<attributes>
<attribute name="age" class="java.lang.Integer" >53</attribute>
</attributes>
<plan score="-0.38" selected="yes">
<activity type="inside" link="81312" facility="outside_208" x="649324.9906891582" y="6866581.699995641" end_time="08:22:00" >
</activity>
<leg mode="bike" dep_time="08:22:00" trav_time="00:10:13">
<route type="links" start_link="81312" end_link="138852" trav_time="00:10:13" distance="6046.54932060571" vehicleRefId="7262234">81312</route>
</leg>
<activity type="work" link="138852" facility="38407" x="651680.6" y="6863892.5" start_time="08:45:22" end_time="17:15:22" >
<attributes>
<attribute name="innerParis" class="java.lang.Boolean" >true</attribute>
</attributes>
</activity>
<leg mode="bike" dep_time="08:22:00" trav_time="00:10:13">
<route type="links" start_link="81312" end_link="138852" trav_time="00:10:13" distance="6046.54932060571" vehicleRefId="7262234">81312</route>
</leg>
<activity type="work" link="138852" facility="38407" x="651680.6" y="6863892.5" start_time="08:45:22" end_time="17:15:22" >
<attributes>
<attribute name="innerParis" class="java.lang.Boolean" >true</attribute>
</attributes>
</activity>
<leg mode="pt" dep_time="17:15:22" trav_time="00:07:05">
<route type="links" start_link="138852" end_link="189898" trav_time="00:07:05" distance="4604.544053407517" vehicleRefId="7262234">138852</route>
</leg>
<activity type="outside" link="189898" facility="outside_249" x="648729.9598002436" y="6866057.250182923" end_time="17:20:35" >
</activity>
</plan>
</person>
<person id="103">
<attributes>
<attribute name="age" class="java.lang.Integer" >53</attribute>
</attributes>
<plan score="-0.38" selected="yes">
<activity type="inside" link="81312" facility="outside_208" x="649324.9906891582" y="6866581.699995641" end_time="08:22:00" >
</activity>
<leg mode="bike" dep_time="08:22:00" trav_time="00:10:13">
<route type="links" start_link="81312" end_link="138852" trav_time="00:10:13" distance="6046.54932060571" vehicleRefId="7262234">81312</route>
</leg>
<activity type="shopping" link="138852" facility="38407" x="651680.6" y="6863892.5" start_time="08:45:22" end_time="17:15:22" >
<attributes>
<attribute name="innerParis" class="java.lang.Boolean" >true</attribute>
</attributes>
</activity>
<leg mode="bike" dep_time="08:22:00" trav_time="00:10:13">
<route type="links" start_link="81312" end_link="138852" trav_time="00:10:13" distance="6046.54932060571" vehicleRefId="7262234">81312</route>
</leg>
<activity type="work" link="138852" facility="38407" x="651680.6" y="6863892.5" start_time="08:45:22" end_time="17:15:22" >
<attributes>
<attribute name="innerParis" class="java.lang.Boolean" >true</attribute>
</attributes>
</activity>
<leg mode="pt" dep_time="17:15:22" trav_time="00:07:05">
<route type="links" start_link="138852" end_link="189898" trav_time="00:07:05" distance="4604.544053407517" vehicleRefId="7262234">138852</route>
</leg>
<activity type="outside" link="189898" facility="outside_249" x="648729.9598002436" y="6866057.250182923" end_time="17:20:35" >
</activity>
</plan>
</person>
</population>
Я хочу извлечь значение person id
, а в случае plan selected ="yes"
я дополнительно хочу извлечь все activity type
и leg mode
. Он должен быть сохранен в существующем порядке, например, как словарь (или фрейм данных, на самом деле это не имеет значения).
Таким образом, идеальный результат будет выглядеть так:
id leg_activity
101 outside; car; work; car; outside
102 inside; bike; work; bike; work ...
...
До сих пор я работал только с JMSPath и знаю, что он не самый подходящий, поэтому я рад видеть другие подходы с elementtree
или около того :) Кроме того, мне не удалось найти способ извлечь activity
и leg
информация за один шаг. Это мой подход:
import gzip
import xmltodict
import pandas as pd
import jmespath
box = xmltodict.parse(gzip.open(gzipfile, 'r'))
expression = jmespath.compile('population.person[].plan[?"@selected"==`yes`].activity[*].["@type"]')
coords = expression.search(box)
coords = pd.DataFrame.from_dict(coords)