2 files changed, 10 insertions, 1 deletions
diff --git a/backend/index.js b/backend/index.js
index 45869fb..9679a02 100644
--- a/backend/index.js
+++ b/backend/index.js
@@ -11,6 +11,7 @@ const R  = require('ramda'),
 const loadFTimestamped = source.loadFTimestamped(config);
 const deriveStatistics = reduce.deriveStatistics(config.reduce);
 const aggregatePayloads = reduce.aggregatePayloads(config.reduce);
+const cleanPayloads = reduce.cleanPayloads(config.reduce);
 const saveFPayloads = file.saveFPayloads(config.file);
 
 function main() {
@@ -22,7 +23,7 @@ function main() {
 
   const futures = R.map(loadFTimestamped, laterMoments);
   Future.parallel(1, futures)
-    .map(R.compose(deriveStatistics, aggregatePayloads, R.unnest))
+    .map(R.compose(deriveStatistics, aggregatePayloads, cleanPayloads, R.unnest))
     .chain(saveFPayloads(config.file.reportPattern()))
     .fork(console.error, (d) => console.log(JSON.stringify(d, null, 2)));
 }
diff --git a/backend/reduce.js b/backend/reduce.js
index 3ac9da2..519004c 100644
--- a/backend/reduce.js
+++ b/backend/reduce.js
@@ -3,6 +3,13 @@
 const R = require('ramda'),
   utils = require('./utils');
 
+function cleanPayloads(config) {
+  return R.map(R.pipe(
+    // some Talents are 'null', some are 'NoTalent'
+    R.over(R.lensProp('Talent'), R.defaultTo('NoTalent')),
+  ));
+}
+
 function aggregatePayloads(config) {
   // Ramda group() only groups neighbors, so sort beforehand
   const sorter  = R.props(config.group);
@@ -46,6 +53,7 @@ function deriveStatistics(config) {
 }
 
 module.exports = {
+  cleanPayloads,
   aggregatePayloads,
   deriveStatistics,
 };