diff --git a/src/chart/line/LineView.js b/src/chart/line/LineView.js
index 2698b228da3f9f9fa8e4a4148064b3fa1319cce7..e44fff6ea7fd632b5829bf8142397f89aa623546 100644
--- a/src/chart/line/LineView.js
+++ b/src/chart/line/LineView.js
@@ -56,7 +56,7 @@ function getStackedOnPoints(coordSys, data, dataCoordInfo) {
     for (var idx = 0, len = data.count(); idx < len; idx++) {
         points.push(getStackedOnPoint(dataCoordInfo, coordSys, data, idx));
     }
-console.log(JSON.stringify(points));
+
     return points;
 }
 
diff --git a/src/data/helper/dimensionHelper.js b/src/data/helper/dimensionHelper.js
index b3547f2a4ffb3238706cf453aa18de4d2bfe9201..c2094f1523a95f81c659aa6bf2e732f7c3b76043 100644
--- a/src/data/helper/dimensionHelper.js
+++ b/src/data/helper/dimensionHelper.js
@@ -8,7 +8,7 @@ export var OTHER_DIMENSIONS = createHashMap([
 export function summarizeDimensions(data) {
     var summary = {};
     var encode = summary.encode = {};
-    var coordDimMap = summary.coordDimMap = createHashMap();
+    var notExtraCoordDimMap = createHashMap();
     var defaultedLabel = [];
 
     each(data.dimensions, function (dimName) {
@@ -25,14 +25,16 @@ export function summarizeDimensions(data) {
             }
             coordDimArr[dimItem.coordDimIndex] = dimName;
 
-            if (!dimItem.isExtraCoord && mayLabelDimType(dimItem.type)) {
-                // Use the last coord dim (and label friendly) as default label,
-                // because both show x, y on label is not look good, and usually
-                // y axis is more focusd conventionally.
-                defaultedLabel[0] = dimName;
-            }
+            if (!dimItem.isExtraCoord) {
+                notExtraCoordDimMap.set(coordDim, 1);
 
-            coordDimMap.set(coordDim, 1);
+                if (mayLabelDimType(dimItem.type)) {
+                    // Use the last coord dim (and label friendly) as default label,
+                    // because both show x, y on label is not look good, and usually
+                    // y axis is more focusd conventionally.
+                    defaultedLabel[0] = dimName;
+                }
+            }
         }
 
         OTHER_DIMENSIONS.each(function (v, otherDim) {
@@ -49,12 +51,21 @@ export function summarizeDimensions(data) {
     });
 
     var dataDimsOnCoord = [];
-    // ??? FIXME extra coord should not be set in dataDimsOnCoord.
-    // Fix the case that radar axes.
-    coordDimMap.each(function (v, coordDim) {
-        dataDimsOnCoord = dataDimsOnCoord.concat(encode[coordDim]);
+    var encodeFirstDimNotExtra = {};
+
+    notExtraCoordDimMap.each(function (v, coordDim) {
+        var dimArr = encode[coordDim];
+        // ??? FIXME extra coord should not be set in dataDimsOnCoord.
+        // But should fix the case that radar axes: simplify the logic
+        // of `completeDimension`, remove `extraPrefix`.
+        encodeFirstDimNotExtra[coordDim] = dimArr[0];
+        // Not necessary to remove duplicate, because a data
+        // dim canot on more than one coordDim.
+        dataDimsOnCoord = dataDimsOnCoord.concat(dimArr);
     });
+
     summary.dataDimsOnCoord = dataDimsOnCoord;
+    summary.encodeFirstDimNotExtra = encodeFirstDimNotExtra;
 
     var encodeLabel = encode.label;
     // FIXME `encode.label` is not recommanded, because formatter can not be set
@@ -72,18 +83,6 @@ export function summarizeDimensions(data) {
     encode.defaultedLabel = defaultedLabel;
     encode.defaultedTooltip = defaultedTooltip;
 
-    var encodeFirstDimNotExtra = summary.encodeFirstDimNotExtra = {};
-    each(encode, function (coordDimArr, coordDim) {
-        for (var i = 0; i < (coordDimArr || []).length; i++) {
-            var dim = coordDimArr[i];
-            var dimInfo = data.getDimensionInfo(dim);
-            if (dimInfo && !dimInfo.isExtraCoord) {
-                encodeFirstDimNotExtra[coordDim] = dim;
-                break;
-            }
-        }
-    });
-
     return summary;
 }
 
diff --git a/test/dataset-category.html b/test/dataset-category.html
index 1950823edc090e675b9dfc87d47934eb5c9154f4..926ab2fb8e76fd0623bc0cc00d3ee9716e5307ea 100644
--- a/test/dataset-category.html
+++ b/test/dataset-category.html
@@ -30,6 +30,10 @@
         <div id="empty-data"></div>
         <div id="dynamic-category"></div>
         <div id="dynamic-time"></div>
+        <div id="dimension-but-no-column1"></div>
+        <div id="dimension-but-no-column2"></div>
+        <div id="dimension-but-no-column3"></div>
+
 
 
 
@@ -753,8 +757,6 @@
 
 
 
-
-
         <script>
             require([
                 'echarts'
@@ -819,5 +821,132 @@
 
 
 
+
+
+
+
+
+        <script>
+            require([
+                'echarts'
+            ], function (echarts) {
+
+                var option = {
+                    legend: {},
+                    tooltip: {},
+                    dataset: {
+                        dimensions: ['product', '2015', '2016', '2017'],
+                        source: [
+                            {product: 'Matcha Latte', '2015': 43.3, '2016': 85.8},
+                            {product: 'Milk Tea', '2015': 83.1, '2016': 73.4},
+                            {product: 'Cheese Cocoa', '2015': 86.4, '2016': 65.2},
+                            {product: 'Walnut Brownie', '2015': 72.4, '2016': 53.9}
+                        ]
+                    },
+                    xAxis: {type: 'category'},
+                    yAxis: {},
+                    series: [
+                        {type: 'bar'},
+                        {type: 'bar'}
+                    ]
+                };
+
+                var chart = testHelper.create(echarts, 'dimension-but-no-column1', {
+                    title: '[obejct array] No 2017, but chart should be rendered',
+                    dataTable: option.dataset.source,
+                    option: option,
+                    info: option.dataset.dimensions,
+                    infoKey: 'dimensions'
+                });
+            });
+        </script>
+
+
+
+
+
+
+
+
+
+        <script>
+            require([
+                'echarts'
+            ], function (echarts) {
+
+                var option = {
+                    legend: {},
+                    tooltip: {},
+                    dataset: {
+                        dimensions: ['product', '2015', '2016', '2017'],
+                        source: [
+                            ['Matcha Latte', 43.3, 85.8],
+                            ['Milk Tea', 83.1, 73.4],
+                            ['Cheese Cocoa', 86.4, 65.2],
+                            ['Walnut Brownie', 72.4, 53.9]
+                        ]
+                    },
+                    xAxis: {type: 'category'},
+                    yAxis: {},
+                    series: [
+                        {type: 'bar'},
+                        {type: 'bar'}
+                    ]
+                };
+
+                var chart = testHelper.create(echarts, 'dimension-but-no-column2', {
+                    title: '[2d-array] No 2017, but chart should be rendered',
+                    dataTable: option.dataset.source,
+                    option: option,
+                    info: option.dataset.dimensions,
+                    infoKey: 'dimensions'
+                });
+            });
+        </script>
+
+
+
+
+
+
+
+
+
+        <script>
+            require([
+                'echarts'
+            ], function (echarts) {
+
+                var option = {
+                    legend: {},
+                    tooltip: {},
+                    dataset: {
+                        dimensions: ['product', '2015', '2016', '2017'],
+                        source: {
+                            'product': ['Matcha Latte', 'Milk Tea', 'Cheese Cocoa', 'Walnut Brownie'],
+                            '2015': [43.3, 83.1, 86.4, 72.4],
+                            '2016': [85.8, 73.4, 65.2, 53.9]
+                        }
+                    },
+                    xAxis: {type: 'category'},
+                    yAxis: {},
+                    series: [
+                        {type: 'bar'},
+                        {type: 'bar'}
+                    ]
+                };
+
+                var chart = testHelper.create(echarts, 'dimension-but-no-column3', {
+                    title: '[key columns] No 2017, but chart should be rendered',
+                    dataTable: option.dataset.source,
+                    option: option,
+                    info: option.dataset.dimensions,
+                    infoKey: 'dimensions'
+                });
+            });
+        </script>
+
+
+
     </body>
 </html>
\ No newline at end of file