I seem to be having trouble getting data from the 
BID_GOAL_PERFORMANCE_REPORT (at least as I understand how it works).

Here is the report definition:

<reportDefinition>
    <selector>
        <fields>Name</fields>
        <fields>AverageCpc</fields>
        <fields>AverageCpm</fields>
        <fields>AveragePosition</fields>
        <fields>Clicks</fields>
        <fields>ConversionRate</fields>
        <fields>ConversionRateManyPerClick</fields>
        <fields>Conversions</fields>
        <fields>ConversionsManyPerClick</fields>
        <fields>ConversionValue</fields>
        <fields>Cost</fields>
        <fields>CostPerConversion</fields>
        <fields>CostPerConversionManyPerClick</fields>
        <fields>Ctr</fields>
        <fields>Impressions</fields>
        <fields>ValuePerConversion</fields>
        <fields>ValuePerConversionManyPerClick</fields>
        <fields>ViewThroughConversions</fields>
    <dateRange>
        <min>20150109</min>
        <max>20150208</max>
    </dateRange>
    </selector>
    <reportName>Bid Goal Performance Report</reportName>
    <reportType>BID_GOAL_PERFORMANCE_REPORT</reportType>
    <dateRangeType>CUSTOM_DATE</dateRangeType>
    <downloadFormat>CSV</downloadFormat>
    <includeZeroImpressions>false</includeZeroImpressions>
</reportDefinition>

The resulting CSV file is empty:

"Bid Goal Performance Report (Jan 9, 2015-Feb 8, 2015)"
Bid Strategy Name,Avg. CPC,Avg. CPM,Avg. position,Clicks,Click conversion 
rate,Conv. rate,Converted clicks,Conversions,Total conv. value,Cost,Cost / 
converted click,Cost / conv.,CTR,Impressions,Value / converted click,Value / 
conv.,View-through conv.
Total,0,0,0.0,0,0.00%,0.00%,0,0,0.0,0,0,0,0.00%,0,0.0,0.0,0

I know there is activity in that date range for this account because my 
Account Performance report returns some.

"Account Performance Report (Jan 9, 2015-Feb 8, 2015)"
Network,Network (with search partners),Avg. CPC,Avg. CPM,Avg. position,
Clicks,Click conversion rate,Conv. rate,Converted clicks,Conversions,Total 
conv. value,Cost,Cost / converted click,Cost / conv.,CTR,Impressions,Value / 
converted click,Value / conv.,View-through conv.
Display Network,Display Network,686667,2101505,1.2,12,0.00%,0.00%,0,0,0.0,
8240000,0,0,0.31%,3921,0.0,0.0,0
Search Network,Google search,1400000,26923077,1.5,1,0.00%,0.00%,0,0,0.0,
1400000,0,0,1.92%,52,0.0,0.0,0
Search Network,Search partners,0,0,3.1,0,0.00%,0.00%,0,0,0.0,0,0,0,0.00%,9,
0.0,0.0,0
Total, --,741538,2420894,1.2,13,0.00%,0.00%,0,0,0.0,9640000,0,0,0.33%,3982,
0.0,0.0,0


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