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2018年11月29日
Canvas:“Data Table”(数据表)和“Debug”(故障排查)元素 Share
Canvas 目前提供了大约 20 个可添加到 Workpad 中的内置元素选项(完整列表见入门博客 )。在这个博客中,我们将只关注其中两个元素: Data Table 和Debug 元素。
数据表 一种高度灵活和动态的表格,开箱即支持滚动、分页和定制 CSS。
“Debug”(故障排查) 提供对幕后 JSON 数据的访问,允许对可能出现的任何问题进行更准确的分析。
具体来说,我们将使用 Canvas 构建一个非常熟悉的数据表: 机场航班监测器 。
下面是我们将在 Canvas 中创建的成品:
要求和审查 我们将基于入门博客 中介绍的概念,并假设您已做好以下准备:
启动并运行 Elasticsearch 和 Kibana(版本 6.4 或更高) 已安装 Canvas(Canvas 在 6.5 及以上版本中内置于 Kibana 中) 安装示例数据 在本教程中,我们将使用 Elastic 提供的示例数据集,具体来说是示例航班数据 。
注意:此数据集仅在 Kibana 6.4 或更高版本中可用。
导航到您的 Kibana 实例:
单击边栏中的“Kibana” 主页 在“Add Data to Kibana” (将数据添加到 Kibana)部分的底部,单击显示“Load a data set and a Kibana dashboard” (加载数据集和 Kibana 仪表板)的链接。 在“Sample flight data” (示例航班数据)模块中,单击“Add” (添加) 快速参考 下表提供了有关刚刚安装的示例航班数据集的信息。带粗体下划线 的字段是我们稍后将在本活动中使用的字段,不过您可以随意浏览一下其他字段。
kibana_sample_data_flights AvgTicketPriceCancelled Carrier DestCityName DestCountryFlightDelayType FlightTimeMin OriginCityName OriginCountry Dest DestAirportID DestLocation DestRegion DestWeather DistanceKilometers DistanceMiles FlightDelay FlightDelayMinFlightNum FlightTimeHour Origin OriginAirportID OriginLocation OriginRegion OriginWeather _id _index _score _type dayOfWeek hour_of_daytimestamp
建造机场监测器 创建 我们需要做的第一件事是创建一个 workpad,然后用我们的数据添加一个数据表。
创建 Canvas workpad 导航到您的 Kibana 实例 单击边栏中的“Canvas” 选项卡 单击 “Create workpad ”(创建 workpad) 给新的 Workpad 指定一个唯一的名字 创建数据表元素 单击“Add element ”(添加元素)按钮 选择“Data Table ”(数据表)元素 提示:在创建第一个元素时已填充演示数据,所以您马上便能开始体验啦! 在右侧面板中,选中“Data” (数据)选项卡 单击“Change your data source” (更改您的数据源) 选中 “Elasticsearch SQL ” 在 SQL 查询编辑器中输入下列内容: SELECT
DestCityName AS Destination ,
timestamp AS Time ,
Carrier AS Airline ,
FlightNum AS Flight ,
FlightDelayType AS Status ,
Cancelled
FROM
kibana_sample_data_flights 注意:您可能已经注意到,我们的样本数据集不包含机场登机口编号的字段。我们之后将使用随机数生成器在博客中创建此列。
单击 “Save ”(保存) 现在,您应该有一个如下所示的数据表:
代码 现在我们有了一个数据表,上面都是我们的数据;然而,它的格式不是我们想要的。我们需要跳转到幕后的一些代码来调整格式。
调整“Time”(时间)列格式 确保选择了数据表 在屏幕右下角,单击“Expression editor”(表达式编辑器)开关 在表达式编辑器中,您应该可以找到以下代码: filters | essql
query = "SELECT
DestCityName AS Destination,
timestamp AS Time,
Carrier AS Airline,
FlightNum AS Flight,
FlightDelayType AS Status,
Cancelled
FROM
kibana_sample_data_flights" | table | render 分解 - 此代码有四个主要部分:
筛选条件: 如果我们将 Time Filter (时间筛选条件)元素添加到此 workpad 中,则进入此“Data Table”(数据表)元素的数据将首先会被应用该筛选条件,并且仅显示筛选后的数据。"
如果删除此行,数据表元素将不再受添加到 workpad 中的任何筛选条件的影响,这对于某些情况很有帮助。
数据源: 在这个示例中,我们使用的是 Elastic SQL 数据源,我们也可以在这里查看和编辑我们的 SQL 查询。元素: 此行定义 workpad 上显示的元素类型。如果你喜欢冒险,尝试将“表格 ”更改为“形状 ”,然后点击右下角的“运行 ”,看看会发生什么。确保要换回来!渲染: 这提供了定制给定元素外观的功能。在本博客的后面,我们将向渲染函数添加一些自定义 CSS,以使我们的数据表更加时尚!在数据显示在“table ”元素函数中之前,我们需要修改数据。因此,在“essql ”数据源函数和“表 ”元素函数之间,我们将添加一个名为“mapColumn ”的新函数 函数“mapColumn ”只允许我们修改给定列中的值。我们感兴趣修改的列是“Time ”列。因此,我们在第 12 行添加了以下代码: ...
FROM kibana_sample_data_flights "
| mapColumn Time fn={}
| table
... Canvas 提供了许多我们可以利用的 内置函数 ,包括“formatdate ”函数。我们希望时间以以下格式显示:“hh:mm A ”。因此,我们在第 12 行添加了以下代码: ...
FROM kibana_sample_data_flights "
| mapColumn Time fn={ formatdate " hh : mm A " }
| table
... 在表达式编辑器的右下角,单击“Run” (运行) 啊哦!页面出错!故障排查时间到了... 短暂的故障排查间歇(不要跳过这一步!) 我们将在一分钟后回到代码,但是让我们先学习如何在 Canvas 中故障排查数据格式。
识别错误 单击表格元素中的警告符号。 这将显示错误的原因,如下图所示:
看起来“mapColumn ”函数试图将时间戳数据转换为“number ”。这是因为我们使用的“formatdate ”函数要求时间戳为数字形式(即 UTC 毫秒)。 时间戳的实际格式是什么?为了找到答案,让我们添加一个“debug ”元素。 添加故障排查元素 单击“Add element” (添加元素) 选择“debug ”元素 在右侧面板中,选中“Data” (数据)选项卡 单击“Change your data source” (更改您的数据源) 选中 “Elasticsearch SQL ” 在 SQL 查询编辑器中输入下列内容: SELECT
DestCityName AS Destination ,
timestamp AS Time ,
Carrier AS Airline ,
FlightNum AS Flight ,
FlightDelayType AS Status ,
Cancelled
FROM
kibana_sample_data_flights 单击“Save”(保存) 在元素故障排查中,我们可以看到“Time ”字段的类型为“date ”,第一个条目的格式如下:2018-11-05T00:00:00.000Z 幸运的是,Canvas 有一个内置函数,可以接受“date ”类型,并将它们转换为数值 UTC 毫秒。 重新选择数据表,在表达式编辑器中,将“date ”函数添加到代码中,如下所示: | mapColumn Time fn ={ date | formatdate "hh:mm A" } 单击“Run ”(运行) 现在,您应该会看到数据表以正确的格式显示时间戳。
提示:不需要每次都添加故障排查元素。在任何元素的表达式编辑器中,您都可以添加代码,
| 渲染为="debug"
以查看该元素的数据。但是,在您工作时保留一个专用的故障排查元素作为参考是很方便的。
现在回到我们的预订程序!
代码继续... 接下来,让我们添加一个“Gate ”列。由于我们的数据集实际上没有任何 Gate 数据,我们将使用 Canvas 内置的一些强大功能随机生成它。
添加 Gate 数据 添加另一列的最简单方法是在我们的 SQL 查询中添加另一个条目。我们将复制“航班号码 ”数据,并调用新列“ Gate ”。 在右侧的编辑器面板中,单击“Data ”选项卡,并在 SQL 编辑器中添加以下行: SELECT
DestCityName AS Destination ,
timestamp AS Time ,
Carrier AS Airline ,
FlightNum AS Flight ,
FlightNum AS Gate ,
FlightDelayType AS Status ,
Cancelled
FROM
kibana_sample_data_flights 单击 “Save ”(保存) 在表达式编辑器中,我们将在第一个函数下面添加另一个“mapColumn ”函数。这次,我们将修改“Gate ”列: ...
| mapColumn Time fn ={ date | formatedate "hh:mm A" }
| mapColumn Gate fn ={}
| table
... 为了得到实际的 Gate 号码,我们需要生成 1 - 100 之间的随机数。幸运的是,Canvas 有一些我们可以利用的方便的内置数学函数。 我们将使用“随机 ”函数;然而,这个函数会产生一个带有长小数的随机数,这不是我们想要的。因此,在使用“round(约等于) ”函数生成随机数后,我们将添加第二个函数对随机数进行舍入。因此,我们的代码现在将如下所示: | mapColumn Gate fn ={ math "round(random(0,100),0)" } 单击“Run ”(运行) 现在,您应该会看到新的“Gate ”列,其中充满了随机生成的 Gate 号码:
合并列 “Cancelled ”列实际上应该与“Status ”列相结合,这样,我们就可以简单地显示“Cancelled ”的状态,只要当值为“真 ”。
确保选择了数据表元素并且表达式编辑器处于打开状态 我们需要添加另一个“mapColumn ”函数,但这次是“Status ”列 ...
| mapColumn Gate fn ={ math "round(random(1,100),0)" }
| mapColumn Status fn ={}
| table
... 接下来,我们需要检查字段(或“cell ”)中的“Cancelled ”列是否等于“true ” | mapColumn Status fn ={ if { getCell "Cancelled" | eq true }} 然后,当条件为真时,我们希望将“Status ”列的值设置为字符串“Cancelled ” | mapColumn Status fn ={ if { getCell "Cancelled" | eq true } then = "Cancelled" } 如果我们现在单击“运行 ”,我们将看到我们成功地将“Cancelled ”映射到“Status ”列;然而,我们还在“Status ”列中获得了一个“null ”值,用于其他所有内容。
我们需要做的最后一件事,是告诉 Canvas 保留“Status ”列的原始值,用于任何不属于“Cancelled ”的内容 | mapColumn Status fn ={ if { getCell "Cancelled" | eq true } then = "Cancelled" else ={ getCell "Status" }} 单击“Run ”(运行) 现在,您应该会看到“Status ”列已经成功地与“Cancelled ”列组合
删除列 既然“Status ”列包含了我们想要的所有信息,我们就不再需要显示“Cancelled ”列(尽管我们仍然需要幕后的信息)。因此,让我们删除“Cancelled ”列。
确保选择了数据表元素并且表达式编辑器处于打开状态 Canvas 有一个名为“columns ”的函数,用于包含或排除列。在这种情况下,我们希望排除“Cancelled ”列。因此,添加以下代码行,如下所示: ...
| mapColumn Status fn ={ if { getCell "Cancelled" | eq true } then = "Cancelled" else ={ getCell "Status" }}
| column exclude = "Cancelled"
| table
... 单击“Run ”(运行) 现在,您应该会看到“Cancelled ”列不再显示在数据表元素中,即使我们仍然在幕后使用该列的数据。
定制 既然我们已经拥有了我们想要的所有数据,让我们定制一下我们 workpad 的外观。
设置背景颜色 确保没有选择工作计划中的元素 在页面右侧的编辑面板中,单击“Page Background ”颜色选择器,并将值设置为 #0276fd
删除分页 选择数据表元素 在页面右侧的编辑面板中,选择“Display ”选项卡 单击“Table Style ”面板上的“+ ”按钮 从下拉列表中,选择“Pagination ” 单击切换以将其关闭
设置表行数 再次,单击“Table Style”面板上的“+ ”按钮 从下拉列表中,选择“Rows per page ” 将每页行数增加到 25 行 我们实际上想要 18 行,因此打开数据表元素的表达式编辑器,并将 “perPage ”值更改为 18 | table paginate = false perPage = 18 单击“Run ”(运行) 展开数据表元素,以便您可以看到所有 18 行
设置表格文本的样式 再次,单击 “Table Style ”面板上的“+ ”按钮 这次,选择“Text Settings ” 将文本设置为粗体,将颜色设置为白色
设置表格标题样式 我们想要设计表格标题的样式,使其在表格行的其余部分中脱颖而出,但是我们已经到了“Table Style ”面板所指的地方,现在我们需要使用一些自定义 CSS 为实现此功能,单击 “Element Style ”面板中的“+ ”按钮 从下拉菜单中选择“CSS ” 删除 CSS 编辑器的内容,并将以下代码粘贴到 CSS 编辑器中: canvasDataTable__th { text - decoration : underline ; background - color : #d0e9ff; color: black;} 单击“Apply stylesheet ” 您的表格标题现在应该是浅蓝色背景,带有黑色下划线文本
设置表格行样式 我们希望表格的行有交替的颜色,所以同样,我们必须为此使用一些自定义 CSS 将以下代码粘贴到 CSS 编辑器中: . canvasDataTable__tbody >: nth - child ( even ) {
background - color : #2a2a50;
}
. canvasDataTable__tbody >: nth - child ( odd ) {
background - color : #5f67af;
} 单击“Apply stylesheet ” 调整数据表元素的宽度以匹配 workpad 的宽度 现在,您应该有与下图类似的交替颜色的行
添加标题 单击“Add element” (添加元素) 选择“ Markdown ”元素 从屏幕右侧的“ Markdown content ”编辑器中删除所有文本 在“ Markdown content ”编辑器中键入“Departures ” 单击“应用 ” 调整“ Markdown ”元素的大小,并将其置于屏幕中央 单击右侧编辑区域中“ Markdown ”面板上的“+ ”按钮 从下拉菜单中选择“Text Settings ” 将文本设置为: 大小:48 字体:粗体 对齐方式:居中 颜色:白色 您现在应该有一个看起来非常接近您在机场可能实际看到的 workpad!
完整代码 下面是表达式编辑器中数据表的完整代码:
filters
| essql
query = "SELECT
DestCityName AS Destination,
timestamp AS Time,
Carrier AS Airline,
FlightNum AS Flight,
FlightNum AS Gate,
FlightDelayType AS Status,
Cancelled
FROM
kibana_sample_data_flights
"
| mapColumn "Time" fn ={ date | formatdate "hh:mm A" }
| mapColumn "Gate" fn ={ math "round(random(1,100),0)" }
| mapColumn "Status" fn ={ if { getCell "Cancelled" | eq true } then = "Cancelled" else ={ getCell "Status" }}
| columns exclude = "Cancelled"
| table paginate = false perPage = 18
font ={ font family = "'Open Sans', Helvetica, Arial, sans-serif" size = 14 align = "left" color = "#FFFFFF" weight = "bold" underline = false italic = false }
| render
css = ".canvasDataTable__th { text-decoration: underline; background-color: #d0e9ff; color: black;}
.canvasDataTable__tbody>:nth-child(even) {
background-color: #2a2a50;
}
.canvasDataTable__tbody>:nth-child(odd) {
background-color: #5f67af;
}" 其他实用资源链接 就这么简单!您刚刚使用了 Canvas 的“Data Table”(数据表)和“Debug”(故障排查)元素完成了几个示例。快来尝试向您的 Workpad 中添加一些其他元素,体验 Canvas 的全部功能吧!
此外,在此还可以查看一些其他 Canvas 博客文章:
横幅图片: "Miami Airport Screen ” 作者:MPD01605 ,获得CC BY 2.0 许可