Work on modes

server.go

@@ -52,38 +52,33 @@ func executeQuery(rw http.ResponseWriter, req *http.Request) {
 
 	entries := getRecords(queryContext{geo, request.Profile, request.WalkingDist})
 	features := fixFeatures(request.Features)
+	modes := fixModes(request.Modes)
 
-	minScore := request.MinScore
+	foundEntries := findRecords(entries, features, modes, request.MinScore)
-	if request.Bracket != nil {
-		bracket := namedBracket{
-			request.Bracket.Name,
-			request.Bracket.Min,
-			request.Bracket.Max}
-
-		minScore = calibrateMinScore(entries, features, bracket)
-	}
-
-	foundEntries := findRecords(entries, features, minScore)
 	sorter := recordSorter{entries: foundEntries, key: request.SortKey, ascending: request.SortAsc}
 	sorter.sort()
 
 	response := jsonQueryResponse{
 		Count:    len(foundEntries),
 		Columns:  make(map[string]jsonColumn),
-		MinScore: minScore,
+		MinScore: request.MinScore,
 		Records:  make([]jsonRecord, 0)}
 
 	for name, value := range features {
+		mode, _ := modes[name]
+
 		column := jsonColumn{
 			Bracket: jsonBracket{Max: -1, Min: 1},
+			Mode:    mode.String(),
 			Value:   value,
 			Steps:   request.Resolution}
 
 		hints := project(
 			entries,
 			features,
+			modes,
 			name,
-			minScore,
+			request.MinScore,
 			request.Resolution)
 
 		for _, hint := range hints {

static/scripts/grapher.js

@@ -88,7 +88,7 @@
         var _height         = 500;
         var _padding        = 10;
         var _panelSize      = 20;
-        var _buttonSize     = 20;
+        var _modeSize       = 20;
         var _tickSize       = 5;
         var _width          = 120;
 
@@ -111,7 +111,7 @@
                 _densitySize,
                 0,
                 _width - (_bracketSize + _densitySize),
-                _height - (_panelSize + _buttonSize)
+                _height - (_panelSize + _modeSize)
             ).attr({
                 cursor: 'crosshair',
                 stroke: _borderColor,
@@ -123,7 +123,7 @@
                 0,
                 0,
                 _densitySize,
-                _height - (_panelSize + _buttonSize)
+                _height - (_panelSize + _modeSize)
             ).attr({
                 stroke: _borderColor
             });
@@ -131,7 +131,7 @@
             // panel
             _elements.panel = _canvas.rect(
                 0,
-                _height - (_panelSize + _buttonSize),
+                _height - (_panelSize + _modeSize),
                 _width - _bracketSize,
                 _panelSize
             ).attr({
@@ -141,7 +141,7 @@
             // label
             _elements.label = _canvas.text(
                 (_width - _bracketSize) / 2,
-                _height - (_panelSize / 2 + _buttonSize),
+                _height - (_panelSize / 2 + _modeSize),
                 _name
             ).attr({
                 'dominant-baseline': 'middle',
@@ -153,10 +153,10 @@
                 _width - _bracketSize,
                 0,
                 _bracketSize,
-                _height - (_panelSize + _buttonSize)
+                _height - (_panelSize + _modeSize)
             ).attr({
                 fill: _bracketColorBg
-            }).click(bracketClick);
+            });
 
             // indiciator
             updateIndicator(_data.value);
@@ -191,7 +191,7 @@
                 _elements.panel,
                 _elements.tick,
                 _elements.label,
-                _elements.button
+                _elements.mode
             );
 
             _elements.group.transform(
@@ -258,7 +258,7 @@
                     strokeWidth:        1,
                     stroke:             _bracketColorFg,
                     'stroke-dasharray': '5, 1'
-                }).click(bracketClick);
+                });
             }
 
             if (_.has(_elements, 'bracketMin')) {
@@ -297,19 +297,19 @@
         }
 
         function updateMode() {
-            if (_.has(_elements, 'button')) {
+            if (_.has(_elements, 'mode')) {
 
 
             }
             else {
-                _elements.button = _canvas.text(
+                _elements.mode = _canvas.text(
                     (_width - _bracketSize) / 2,
-                    _height - _buttonSize / 2,
+                    _height - _modeSize / 2,
-                    ''
+                    'x'
                 ).attr({
                     'dominant-baseline': 'middle',
                     'text-anchor':       'middle'
-                });
+                }).click(modeClick);
             }
         }
 
@@ -344,25 +344,12 @@
             return colorStops;
         }
 
-        function updateState(value, bracket) {
+        function updateState(value, mode) {
-            var updateBracket = bracket !== null;
-            var updateValue   = value !== null;
-
-            if (updateBracket) {
-                _data.bracket.max = _range.clamp(bracket.max);
-                _data.bracket.min = _range.clamp(bracket.min);
-            }
-
-            if (updateValue) {
             _data.value = _range.clamp(value);
-            }
+            _data.mode  = mode;
 
             if (_onStateChanged) {
-                _onStateChanged(
+                _onStateChanged(_name, _data.value, _data.mode);
-                    _name,
-                    updateValue ? _data.value : null,
-                    updateBracket ? _data.bracket : null
-                );
             }
 
             animateIndicator(_valueTrans, _data.value);
@@ -462,19 +449,11 @@
 
         function indicatorClick(event, x, y) {
             var rect = _canvas.node.getBoundingClientRect();
-
+            updateState(indicatorToValue(y - rect.top), _data.mode);
-            updateState(indicatorToValue(y - rect.top), null);
         }
 
-        function bracketClick(event, x, y) {
+        function modeClick(event, x, y) {
-            var mid  = (_data.bracket.min + _data.bracket.max) / 2;
+            alert('mode clicked');
-            var rect = _canvas.node.getBoundingClientRect();
-
-            var dist = Math.abs(mid - bracketToValue(y - rect.top));
-            dist     = Math.min(dist, Math.abs(_range.max - mid));
-            dist     = Math.min(dist, Math.abs(_range.min - mid));
-
-            updateState(_data.value, {max: mid + dist, min: mid - dist});
         }
 
         this.update = function(data, scale) {
@@ -492,6 +471,10 @@
                 _data.bracket = data.bracket;
                 animateBracket(_bracketTrans, _data.bracket);
             }
+            if (_.has(data, 'mode')) {
+                _data.mode = data.mode;
+                updateMode();
+            }
         };
 
         createShapes();

static/scripts/search.js

@@ -25,18 +25,9 @@
 
     var _ctx = {};
 
-    function onStateChanged(name, value, bracket) {
+    function onStateChanged(name, value, mode) {
         _ctx.query.features[name] = value;
-        if (bracket === null) {
+        _ctx.query.modes[name]    = mode;
-            _ctx.query.bracket = null;
-        }
-        else {
-            _ctx.query.bracket = {
-                name: name,
-                min:  bracket.min,
-                max:  bracket.max
-            };
-        }
 
         $.post('/query', JSON.stringify(_ctx.query), function(results) {
             saveSnapshot(results);
@@ -87,7 +78,7 @@
     function onSearch() {
         _ctx.query = {
             features:    _ctx.query.features || {},
-            bracket:     null,
+            modes:       _ctx.query.modes || {},
             sortKey:     _ctx.sortKey,
             sortAsc:     _ctx.sortAsc,
             profile:     getProfile(),
@@ -132,7 +123,8 @@
                     columns[feature] = {
                         value:   column.value,
                         hints:   column.hints,
-                        bracket: column.bracket
+                        bracket: column.bracket,
+                        mode:    column.mode
                     };
                 }
 

types.go

@@ -24,7 +24,16 @@ package main
 
 import "sort"
 
+type modeType int
+
+const (
+	ModeTypeNone modeType = iota
+	ModeTypeProduct
+	ModeTypeDist
+)
+
 type featureMap map[string]float64
+type modeMap map[string]modeType
 
 type jsonAccessRequest struct {
 	Id      int        `json:"id"`
@@ -37,11 +46,11 @@ type jsonGeoData struct {
 }
 
 type jsonQueryRequest struct {
-	Bracket     *jsonNamedBracket `json:"bracket"`
 	Features    featureMap        `json:"features"`
 	Geo         *jsonGeoData      `json:"geo"`
 	MaxResults  int               `json:"maxResults"`
 	MinScore    float64           `json:"minScore"`
+	Modes       map[string]string `json:"modeMap"`
 	Profile     featureMap        `json:"profile"`
 	Resolution  int               `json:"resolution"`
 	SortAsc     bool              `json:"sortAsc"`
@@ -52,6 +61,7 @@ type jsonQueryRequest struct {
 type jsonColumn struct {
 	Bracket jsonBracket      `json:"bracket"`
 	Hints   []jsonProjection `json:"hints"`
+	Mode    string           `json:"mode"`
 	Steps   int              `json:"steps"`
 	Value   float64          `json:"value"`
 }
@@ -79,11 +89,6 @@ type jsonBracket struct {
 	Max float64 `json:"max"`
 }
 
-type jsonNamedBracket struct {
-	jsonBracket
-	Name string `json:"name"`
-}
-
 type jsonQueryResponse struct {
 	Columns  map[string]jsonColumn `json:"columns"`
 	Count    int                   `json:"count"`
@@ -131,12 +136,6 @@ type geoData struct {
 	longitude float64
 }
 
-type namedBracket struct {
-	name string
-	min  float64
-	max  float64
-}
-
 type record struct {
 	accessCount    int
 	closestStn     string
@@ -196,3 +195,25 @@ func (s recordSorter) Less(i, j int) bool {
 func (s recordSorter) Swap(i, j int) {
 	s.entries[i], s.entries[j] = s.entries[j], s.entries[i]
 }
+
+func (m modeType) String() string {
+	switch m {
+	case ModeTypeProduct:
+		return "prod"
+	case ModeTypeDist:
+		return "dist"
+	default:
+		return "invalid"
+	}
+}
+
+func strToModeType(mode string) modeType {
+	switch mode {
+	case "prod":
+		return ModeTypeProduct
+	case "dist":
+		return ModeTypeDist
+	default:
+		return ModeTypeNone
+	}
+}

util.go

@@ -47,6 +47,16 @@ func fixFeatures(features featureMap) featureMap {
 	return fixedFeatures
 }
 
+func fixModes(modes map[string]string) modeMap {
+	result := make(modeMap)
+
+	for name, value := range modes {
+		result[name] = strToModeType(value)
+	}
+
+	return result
+}
+
 func innerProduct(features1 featureMap, features2 featureMap) float64 {
 	var result float64
 	for key, value1 := range features1 {
@@ -57,19 +67,35 @@ func innerProduct(features1 featureMap, features2 featureMap) float64 {
 	return result
 }
 
-func walkMatches(entries records, features featureMap, minScore float64, callback func(record, float64)) {
+func compare(features1 featureMap, features2 featureMap, modes modeMap) float64 {
+	var result float64
+	for key, value1 := range features1 {
+		value2, _ := features2[key]
+
+		switch mode, _ := modes[key]; mode {
+		case ModeTypeDist:
+			result += 1 - math.Abs(value1-value2)/2
+		default:
+			result += value1 * value2
+		}
+	}
+
+	return result
+}
+
+func walkMatches(entries records, features featureMap, modes modeMap, minScore float64, callback func(record, float64)) {
 	for _, entry := range entries {
-		if score := innerProduct(features, entry.features); score >= minScore {
+		if score := compare(features, entry.features, modes); score >= minScore {
 			callback(entry, score)
 		}
 	}
 }
 
-func statRecords(entries records, features featureMap, minScore float64) (float64, int) {
+func statRecords(entries records, features featureMap, modes modeMap, minScore float64) (float64, int) {
 	var compatibility float64
 	var count int
 
-	walkMatches(entries, features, minScore, func(entry record, score float64) {
+	walkMatches(entries, features, modes, minScore, func(entry record, score float64) {
 		compatibility += entry.compatibility
 		count++
 	})
@@ -89,10 +115,10 @@ func stepRange(min, max float64, steps int, callback func(float64)) {
 	}
 }
 
-func findRecords(entries records, features featureMap, minScore float64) records {
+func findRecords(entries records, features featureMap, modes modeMap, minScore float64) records {
 	var foundEntries records
 
-	walkMatches(entries, features, minScore, func(entry record, score float64) {
+	walkMatches(entries, features, modes, minScore, func(entry record, score float64) {
 		entry.score = score
 		foundEntries = append(foundEntries, entry)
 	})
@@ -100,45 +126,7 @@ func findRecords(entries records, features featureMap, minScore float64) records
 	return foundEntries
 }
 
-func calibrateMinScore(entries records, features featureMap, bracket namedBracket) float64 {
+func project(entries records, features featureMap, modes modeMap, featureName string, minScore float64, steps int) []queryProjection {
-	bestScoreRank := -math.MaxFloat64
-	var bestMinScore float64
-
-	for minScore := float64(-len(features)); minScore <= float64(len(features)); minScore += 0.1 {
-		var scoreRank float64
-
-		for _, entry := range entries {
-			value, ok := entry.features[bracket.name]
-			if !ok {
-				continue
-			}
-
-			score := innerProduct(features, entry.features)
-			if score < minScore {
-				continue
-			}
-
-			if score > minScore {
-				if value >= bracket.min && value <= bracket.max {
-					dist := math.Abs(value - features[bracket.name])
-					scoreRank += 1 / (dist * dist)
-				} else {
-					dist := math.Min(math.Abs(value-bracket.min), math.Abs(value-bracket.max))
-					scoreRank -= 1 / (dist * dist)
-				}
-			}
-		}
-
-		if scoreRank > bestScoreRank {
-			bestScoreRank = scoreRank
-			bestMinScore = minScore
-		}
-	}
-
-	return bestMinScore
-}
-
-func project(entries records, features featureMap, featureName string, minScore float64, steps int) []queryProjection {
 	sampleFeatures := make(featureMap)
 	for key, value := range features {
 		sampleFeatures[key] = value
@@ -147,7 +135,7 @@ func project(entries records, features featureMap, featureName string, minScore
 	var projection []queryProjection
 	stepRange(-1.0, 1.0, steps, func(sample float64) {
 		sample, sampleFeatures[featureName] = sampleFeatures[featureName], sample
-		compatibility, count := statRecords(entries, sampleFeatures, minScore)
+		compatibility, count := statRecords(entries, sampleFeatures, modes, minScore)
 		sample, sampleFeatures[featureName] = sampleFeatures[featureName], sample
 
 		projection = append(projection, queryProjection{compatibility, count, sample})