GitHub user 1ambda reopened a pull request:
https://github.com/apache/zeppelin/pull/2098
[ZEPPELIN-2217][WIP] AdvancedTransformation for Visualization
### What is this PR for?
`AdvancedTransformation` has more detailed options while providing existing
features of `PivotTransformation` and `ColumnselectorTransformation` which
Zeppelin already has
Here are some features which advanced-transformation can provide.
1. **(screenshot)** multiple sub charts
2. **(screenshot)** parameter widgets: `input`, `checkbox`, `option`,
`textarea`
3. **(screenshot)** expand/fold axis and parameter panels
4. **(screenshot)** clear axis and parameter panels
5. **(screenshot)** remove duplicated columns in an axis
6. **(screenshot)** limit column count in an axis
7. configurable char axes: `valueType`, `axisType`, `description`, ...
8. configurable chart parameters
9. lazy transformation
10. parsing parameters automatically based on their type: `int`, `float`,
`string`, `JSON`
11. multiple transformation methods
12. re-initialize whole configuration based on spec hash.
13. **(screenshot)** shared axis
#### API Details: Spec
`AdvancedTransformation` requires `spec` which includes axis and parameter
details for charts.
- Let's create 2 sub-charts called `simple-line` and `step-line`.
- Each sub chart can have different `axis` and `parameter` depending on
their requirements.
```js
constructor(targetEl, config) {
super(targetEl, config)
const spec = {
charts: {
'simple-line': {
sharedAxis: true, /** set if you want to share axes between sub
charts, default is `false` */
axis: {
'xAxis': { dimension: 'multiple', axisType: 'key', },
'yAxis': { dimension: 'multiple', axisType: 'aggregator'},
'category': { dimension: 'multiple', axisType: 'group', },
},
parameter: {
'xAxisUnit': { valueType: 'string', defaultValue: '',
description: 'unit of xAxis', },
'yAxisUnit': { valueType: 'string', defaultValue: '',
description: 'unit of yAxis', },
'dashLength': { valueType: 'int', defaultValue: 0, description:
'the length of dash', },
},
},
'step-line': {
axis: {
'xAxis': { dimension: 'single', axisType: 'unique', },
'yAxis': { dimension: 'multiple', axisType: 'value', },
},
parameter: {
'xAxisUnit': { valueType: 'string', defaultValue: '',
description: 'unit of xAxis', },
'yAxisUnit': { valueType: 'string', defaultValue: '',
description: 'unit of yAxis', },
'noStepRisers': { valueType: 'boolean', defaultValue: false,
description: 'no risers in step line', widget: 'checkbox', },
},
},
}
this.transformation = new AdvancedTransformation(config, spec)
}
```
#### API Details: Axis Spec
| Field Name | Available Values (type) | Description |
| --- | --- | --- |
|`dimension` | `single` | Axis can contains only 1 column |
|`dimension` | `multiple` | Axis can contains multiple columns |
|`axisType` | `key` | Column(s) in this axis will be used as `key` like in
`PivotTransformation`. These columns will be served in `column.key` |
|`axisType` | `aggregator` | Column(s) in this axis will be used as `value`
like in `PivotTransformation`. These columns will be served in
`column.aggregator` |
|`axisType` | `group` | Column(s) in this axis will be used as `group` like
in `PivotTransformation`. These columns will be served in `column.group` |
|`axisType` | (string) | Any string value can be used here. These columns
will be served in `column.custom` |
|`maxAxisCount` | (int) | The maximum column count that this axis can
contains. (unlimited if `undefined`) |
|`valueType` | (string) | Describe the value type just for annotation |
Here is an example.
```js
axis: {
'xAxis': { dimension: 'multiple', axisType: 'key', },
'yAxis': { dimension: 'multiple', axisType: 'aggregator'},
'category': { dimension: 'multiple', axisType: 'group',
maxAxisCount: 2, valueType: 'string', },
},
```
#### API Details: Parameter Spec
| Field Name | Available Values (type) | Description |
| --- | --- | --- |
|`valueType` | `string` | Parameter which has string value |
|`valueType` | `int` | Parameter which has int value |
|`valueType` | `float` | Parameter which has float value |
|`valueType` | `boolean` | Parameter which has boolean value used with
`checkbox` widget usually |
|`valueType` | `JSON` | Parameter which has JSON value used with `textarea`
widget usually. `defaultValue` should be `""` (empty string). This
||`defaultValue` | (any) | Default value of this parameter. `JSON` type should
have `""` (empty string) |
|`description` | (string) | Description of this parameter. This value will
be parsed as HTML for pretty output |
|`widget` | `input` | Use
[input](https://developer.mozilla.org/en/docs/Web/HTML/Element/input) widget.
This is the default widget (if `widget` is undefined)|
|`widget` | `checkbox` | Use
[checkbox](https://developer.mozilla.org/en-US/docs/Web/HTML/Element/input/checkbox)
widget. |
|`widget` | `textarea` | Use
[textarea](https://developer.mozilla.org/en-US/docs/Web/HTML/Element/textarea)
widget. |
|`widget` | `option` | Use [select +
option](https://developer.mozilla.org/en-US/docs/Web/HTML/Element/select)
widget. This parameter should have `optionValues` field as well. |
|`optionValues` | (Array<string>) | Available option values used with the
`option` widget |
Here is an example.
```js
parameter: {
// string type, input widget
'xAxisUnit': { valueType: 'string', defaultValue: '', description: 'unit
of xAxis', },
// boolean type, checkbox widget
'inverted': { widget: 'checkbox', valueType: 'boolean', defaultValue:
false, description: 'invert x and y axes', },
// string type, option widget with `optionValues`
'graphType': { widget: 'option', valueType: 'string', defaultValue:
'line', description: 'graph type', optionValues: [ 'line', 'smoothedLine',
'step', ], },
// HTML in `description`
'dateFormat': { valueType: 'string', defaultValue: '', description:
'format of date (<a
href="https://docs.amcharts.com/3/javascriptcharts/AmGraph#dateFormat";>doc</a>)
(e.g YYYY-MM-DD)', },
// JSON type, textarea widget
'yAxisGuides': { widget: 'textarea', valueType: 'JSON', defaultValue: '',
description: 'guides of yAxis ', },
```
#### API Details: Transformer Spec
`AdvancedTransformation` supports 3 transformation methods. The return
value will depend on the transformation method type.
```js
const spec = {
charts: {
'simple': {
/** default value of `transform.method` is the flatten cube. */
axis: { ... },
parameter: { ... }
},
'cube-group': {
transform: { method: 'cube', },
axis: { ... },
parameter: { ... },
}
'no-group': {
transform: { method: 'raw', },
axis: { ... },
parameter: { ... },
}
```
| Field Name | Available Values (type) | Description |
| --- | --- | --- |
|`method` | `object` | designed for [amcharts:
serial](https://www.amcharts.com/demos/date-based-data/) |
|`method` | `array` | designed for [highcharts:
column](http://jsfiddle.net/gh/get/library/pure/highcharts/highcharts/tree/master/samples/highcharts/demo/column-basic/)
|
|`method` | `drill-down` | designed for [highcharts:
drill-down](http://jsfiddle.net/gh/get/library/pure/highcharts/highcharts/tree/master/samples/highcharts/demo/column-drilldown/)
|
|`method` | `raw` | will return the original `tableData.rows` |
Whatever you specified as `transform.method`, the `transformer` value will
be always function for lazy computation.
```js
// advanced-transformation.util#getTransformer
if (transformSpec.method === 'raw') {
transformer = () => { return rows; }
} else if (transformSpec.method === 'array') {
transformer = () => {
...
return { ... }
}
}
```
#### Feature Details: Automatic parameter parsing
Advanced transformation will parse parameter values automatically based on
their type: `int`, `float`, `string`, `JSON`
- See also `advanced-transformation-util.js#parseParameter`
#### Feature Details: re-initialize the whole configuration based on spec
hash
```js
// advanced-transformation-util#initializeConfig
const currentVersion = JSON.stringify(spec)
if (!config.spec || !config.spec.version || config.spec.version !==
currentVersion) {
spec.version = currentVersion
// reset config...
}
```
#### Feature Details: Shared Axes
If you set `sharedAxis` to `true` in chart specification, then these charts
will share their axes. (default is `false`)
```js
const spec = {
charts: {
'column': {
transform: { method: 'array', },
sharedAxis: true,
axis: { ... },
parameter: { ... },
},
'stacked': {
transform: { method: 'array', },
sharedAxis: true,
axis: { ... }
parameter: { ... },
},
```
#### API Details: Usage in Visualization#render()
Let's assume that we want to create 2 sub-charts called `basic` and
`no-group`.
- https://github.com/1ambda/zeppelin-ultimate-line-chart (an practical
example)
```js
drawBasicChart(parameter, column, transformer) {
const { ... } = transformer()
}
drawNoGroupChart(parameter, column, transformer) {
const { ... } = transformer()
}
render(data) {
const { chart, parameter, column, transformer, } = data
if (chart === 'basic') {
this.drawBasicChart(parameter, column, transformer)
} else if (chart === 'no-group') {
this.drawNoGroupChart(parameter, column, transformer)
}
}
```
### What type of PR is it?
[Feature]
### Todos
NONE
### What is the Jira issue?
[ZEPPELIN-2217](https://issues.apache.org/jira/browse/ZEPPELIN-2217)
### How should this be tested?
1. Clone https://github.com/1ambda/zeppelin-ultimate-line-chart
2. Create a symbolic link `ultimate-line-chart.json` into
`$ZEPPELIN_HOME/helium`
3. Modify the `artifact` value to proper absolute path considering your
local machine.
4. Install the above visualization in `localhost:9000/#helium`
5. Test it
### Screenshots (if appropriate)
#### 1. *(screenshot)* multiple sub charts
#### 2. *(screenshot)* parameter widgets: `input`, `checkbox`, `option`,
`textarea`
#### 3. *(screenshot)* expand/fold axis and parameter panels
#### 4. *(screenshot)* clear axis and parameter panels
#### 5. *(screenshot)* remove duplicated columns in an axis
#### 6. *(screenshot)* limit column count in an axis
### Questions:
* Does the licenses files need update? - NO
* Is there breaking changes for older versions? - NO
* Does this needs documentation? - NO
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/1ambda/zeppelin
ZEPPELIN-2217/advanced-transformation
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/zeppelin/pull/2098.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #2098
----
commit 10c80fc8beb8731ad416449350cda255b59de107
Author: 1ambda <[email protected]>
Date: 2017-03-06T05:39:48Z
feat: AdvancedTransformation
commit 91ae54d1c151667c57186913cf03feb56a7a17d6
Author: 1ambda <[email protected]>
Date: 2017-03-11T20:48:35Z
fix: Overflow issue in single aggr
commit 9768ecfcc576ba37c8f7f1bd12b4cf95f0c6705c
Author: 1ambda <[email protected]>
Date: 2017-03-12T07:46:59Z
feat: Add groupBase axis option
commit a8a4fb1ac53ca106830fa7b460032775baa0ea8f
Author: 1ambda <[email protected]>
Date: 2017-03-12T07:55:12Z
refactor: Add getAxisInSingleDimension func
commit 9fb398e92d2f7f623a8dfe37adc6fb5ef6a6bf3a
Author: 1ambda <[email protected]>
Date: 2017-03-12T08:16:41Z
feat: Add clearConfig
commit 676bd7e422df4cfb4d7d0101a75f3d2f7b452d69
Author: 1ambda <[email protected]>
Date: 2017-03-12T08:59:28Z
refactor: Refine transform API
commit 97be62933685d5494397f736f69f0d6c465c7371
Author: 1ambda <[email protected]>
Date: 2017-03-12T09:06:40Z
fix: Add singleDimensionAggregatorChanged
commit e1fcc2e234b3c68e8cef347357e71c7dbed7930b
Author: 1ambda <[email protected]>
Date: 2017-03-13T09:26:40Z
feat: Support multiple charts
commit 75569cea6e9eb5b7deb8efe428b84bcc445888e1
Author: 1ambda <[email protected]>
Date: 2017-03-13T11:21:40Z
feat: Support multiple charts in UI
commit d89e223768aa9945fc8f1729301e93e765d95917
Author: 1ambda <[email protected]>
Date: 2017-03-13T12:15:38Z
feat: advanced-transformation-api
commit 49985c69056603a53ffa2ca2f596c82ea58f6f04
Author: 1ambda <[email protected]>
Date: 2017-03-14T15:49:23Z
refactor: Refine axis, param spec
commit f0ed02fff0841af306e3f52d990332fe3d6a7719
Author: 1ambda <[email protected]>
Date: 2017-03-14T16:17:33Z
feat: Support same axis types
commit 7a454ff8218745f5d8f5150e553488bb501be207
Author: 1ambda <[email protected]>
Date: 2017-03-15T12:03:10Z
feat: Cube Transformation
commit 936901b553442fb1a014e2197496457b44e524ec
Author: 1ambda <[email protected]>
Date: 2017-03-15T12:48:23Z
feat: Support undefined valueType in axisSpec
commit 0484e1ee6b57fbb327ebf94d3347779f7ae44def
Author: 1ambda <[email protected]>
Date: 2017-03-15T13:15:59Z
feat: Support maxAxisCount in axisSpec
commit 019892ce00309208293b66a2eacf7241ffd5b3f3
Author: 1ambda <[email protected]>
Date: 2017-03-15T15:44:04Z
feat: Support transform: flatten
commit 5b88f08be1492dc045581896e571f2953548ea46
Author: 1ambda <[email protected]>
Date: 2017-03-15T15:48:24Z
fix: Modify margin of subchart radio btns
commit 74b8b4e64918a2a1f3bf50998f489808fde025df
Author: 1ambda <[email protected]>
Date: 2017-03-15T15:52:35Z
fix: Duplicated radio btn id, name
commit 94d837a4f7267511b787809fefdd6e8776dafeb3
Author: 1ambda <[email protected]>
Date: 2017-03-15T16:35:26Z
feat: Automatic spec versioning
commit 0dbc431e1cddef6e7a2fa12daf410c04564a3309
Author: 1ambda <[email protected]>
Date: 2017-03-15T17:11:17Z
feat: Support transformer
commit 53f508c2d3cfee692f7f606d550113b3b15b693e
Author: 1ambda <[email protected]>
Date: 2017-03-15T18:24:20Z
feat: custom axisSpec
commit b1d9d31b970b153d11a9b67c2cade6d2cf21ffcb
Author: 1ambda <[email protected]>
Date: 2017-03-15T18:35:23Z
feat: Save and close with enter key
commit 5d3efc932f9dffb04c314f7e574b471982eabf3b
Author: 1ambda <[email protected]>
Date: 2017-03-15T18:45:55Z
fix: Change panel header
commit 11b7eaac94a807d6c62a9ed484b3e47f67f72f3b
Author: 1ambda <[email protected]>
Date: 2017-03-16T10:26:38Z
feat: option widget
commit 4e73012033e8720f4227c5fcbba23e54275fc8d5
Author: 1ambda <[email protected]>
Date: 2017-03-16T10:30:15Z
feat: widget checkbox
commit bf88b4f237fd99d7d3c0a4e6d8b64933f6dcd1d0
Author: 1ambda <[email protected]>
Date: 2017-03-16T10:39:31Z
feat: textare widget and update hook
commit 088705b3b83c3ea716bb396b995f305aeac0d692
Author: 1ambda <[email protected]>
Date: 2017-03-16T15:32:46Z
refactor: Remove util and add Widget funcs
commit b4d774cde12e341511880a42fa2fbf7bbae4a76f
Author: 1ambda <[email protected]>
Date: 2017-03-16T18:03:10Z
fix: Dont close param panel when enter
commit fcc625cb0c9c5f247ebfadc2c52720bdc907e424
Author: 1ambda <[email protected]>
Date: 2017-03-16T18:54:57Z
feat: Automatic param parsing
commit 9a2d227318469383fc4015d2fc2f81752a71ee76
Author: 1ambda <[email protected]>
Date: 2017-03-16T19:11:35Z
fix: Stop event propagation in widgets
----
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