setting up a script to pull RMI

.project

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+<?xml version="1.0" encoding="UTF-8"?>
+<projectDescription>
+	<name>mlb-research</name>
+	<comment></comment>
+	<projects>
+	</projects>
+	<buildSpec>
+		<buildCommand>
+			<name>org.python.pydev.PyDevBuilder</name>
+			<arguments>
+			</arguments>
+		</buildCommand>
+	</buildSpec>
+	<natures>
+		<nature>org.python.pydev.pythonNature</nature>
+	</natures>
+</projectDescription>

.pydevproject

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+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<?eclipse-pydev version="1.0"?>
+
+<pydev_project>
+<pydev_property name="org.python.pydev.PYTHON_PROJECT_INTERPRETER">Default</pydev_property>
+<pydev_property name="org.python.pydev.PYTHON_PROJECT_VERSION">python 2.7</pydev_property>
+<pydev_pathproperty name="org.python.pydev.PROJECT_SOURCE_PATH">
+<path>/mlb-research/src/main/python</path>
+</pydev_pathproperty>
+</pydev_project>

src/main/python/RunnersMovedIndicator.py

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+'''
+Created on Jul 2, 2013
+
+RMI is an alternative measure to the traditional Runs Batted In (RBI) statistic.
+It measures potential runner movement and assigns a percentage success.
+
+For example, if a batter comes up with a runner on 1st and 3rd, there is a potential
+to move runners a total of 4 bases. In the event the batter advances the runner on 
+1st to 2nd and the runner on 3rd to home, they will be credited with .500 RMI since
+the runners moved 2 out of a potential 4 bases. 
+
+
+@author: kruser
+'''
+from pymongo import MongoClient;
+from datetime import datetime;
+import pprint;
+
+'''
+@param players: hashtable of players stats, key is their playerId
+@param atbat: an atbat object
+'''
+def adjustRmi(players, atbat):
+    pprint.pprint(atbat);
+    '''
+    if players[atbat.batter]:
+        players[atbat.batter] += 1;
+    else:
+        players[atbat.batter] = 1;
+        '''
+
+# Setup the database connection
+client = MongoClient();
+db = client.mlbatbat;
+atBatsCollection = db.atbats;
+
+# Define the time range for our query
+start = datetime(2013, 1, 1);
+end = datetime(2014, 1, 1);
+
+players = {};
+atbatsWithRunners = atBatsCollection.find({"runner.start":{"$in":["1B","2B","3B"]}, "start_tfs_zulu":{"$gte":start, "$lt":end}});
+for atbat in atbatsWithRunners:
+    adjustRmi(players, atbat);
+
+print players;