07 Feb 2020 Kartik Khare (@khare_khote)
Writing unit tests is one of the essential tasks of designing a production-grade application. Without tests, a single change in code can result in cascades of failure in production. Thus unit tests should be written for all types of applications, be it a simple job cleaning data and training a model or a complex multi-tenant, real-time data processing system. In the following sections, we provide a guide for unit testing of Apache Flink applications. Apache Flink provides a robust unit testing framework to make sure your applications behave in production as expected during development. You need to include the following dependencies to utilize the provided framework.
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-test-utils_${scala.binary.version}</artifactId>
<version>${flink.version}</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-runtime_2.11</artifactId>
<version>1.9.0</version>
<scope>test</scope>
<classifier>tests</classifier>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-streaming-java_2.11</artifactId>
<version>1.9.0</version>
<scope>test</scope>
<classifier>tests</classifier>
</dependency>
The strategy of writing unit tests differs for various operators. You can break down the strategy into the following three buckets:
- Stateless Operators
- Stateful Operators
- Timed Process Operators
Stateless Operators
Writing unit tests for a stateless operator is a breeze. You need to follow the basic norm of writing a test case, i.e., create an instance of the function class and test the appropriate methods. Let’s take an example of a simple Map
operator.
public class MyStatelessMap implements MapFunction<String, String> {
@Override
public String map(String in) throws Exception {
String out = "hello " + in;
return out;
}
}
The test case for the above operator should look like
@Test
public void testMap() throws Exception {
MyStatelessMap statelessMap = new MyStatelessMap();
String out = statelessMap.map("world");
Assert.assertEquals("hello world", out);
}
Pretty simple, right? Let’s take a look at one for the FlatMap
operator.
public class MyStatelessFlatMap implements FlatMapFunction<String, String> {
@Override
public void flatMap(String in, Collector<String> collector) throws Exception {
String out = "hello " + in;
collector.collect(out);
}
}
FlatMap
operators require a Collector
object along with the input. For the test case, we have two options:
- Mock the
Collector
object using Mockito - Use the
ListCollector
provided by Flink
I prefer the second method as it requires fewer lines of code and is suitable for most of the cases.
@Test
public void testFlatMap() throws Exception {
MyStatelessFlatMap statelessFlatMap = new MyStatelessFlatMap();
List<String> out = new ArrayList<>();
ListCollector<String> listCollector = new ListCollector<>(out);
statelessFlatMap.flatMap("world", listCollector);
Assert.assertEquals(Lists.newArrayList("hello world"), out);
}
Stateful Operators
Writing test cases for stateful operators requires more effort. You need to check whether the operator state is updated correctly and if it is cleaned up properly along with the output of the operator.
Let’s take an example of stateful FlatMap
function
public class StatefulFlatMap extends RichFlatMapFunction<String, String> {
ValueState<String> previousInput;
@Override
public void open(Configuration parameters) throws Exception {
previousInput = getRuntimeContext().getState(
new ValueStateDescriptor<String>("previousInput", Types.STRING));
}
@Override
public void flatMap(String in, Collector<String> collector) throws Exception {
String out = "hello " + in;
if(previousInput.value() != null){
out = out + " " + previousInput.value();
}
previousInput.update(in);
collector.collect(out);
}
}
The intricate part of writing tests for the above class is to mock the configuration as well as the runtime context of the application. Flink provides TestHarness classes so that users don’t have to create the mock objects themselves. Using the KeyedOperatorHarness
, the test looks like:
import org.apache.flink.streaming.api.operators.StreamFlatMap;
import org.apache.flink.streaming.runtime.streamrecord.StreamRecord;
import org.apache.flink.streaming.util.KeyedOneInputStreamOperatorTestHarness;
import org.apache.flink.streaming.util.OneInputStreamOperatorTestHarness;
@Test
public void testFlatMap() throws Exception{
StatefulFlatMap statefulFlatMap = new StatefulFlatMap();
// OneInputStreamOperatorTestHarness takes the input and output types as type parameters
OneInputStreamOperatorTestHarness<String, String> testHarness =
// KeyedOneInputStreamOperatorTestHarness takes three arguments:
// Flink operator object, key selector and key type
new KeyedOneInputStreamOperatorTestHarness<>(
new StreamFlatMap<>(statefulFlatMap), x -> "1", Types.STRING);
testHarness.open();
// test first record
testHarness.processElement("world", 10);
ValueState<String> previousInput =
statefulFlatMap.getRuntimeContext().getState(
new ValueStateDescriptor<>("previousInput", Types.STRING));
String stateValue = previousInput.value();
Assert.assertEquals(
Lists.newArrayList(new StreamRecord<>("hello world", 10)),
testHarness.extractOutputStreamRecords());
Assert.assertEquals("world", stateValue);
// test second record
testHarness.processElement("parallel", 20);
Assert.assertEquals(
Lists.newArrayList(
new StreamRecord<>("hello world", 10),
new StreamRecord<>("hello parallel world", 20)),
testHarness.extractOutputStreamRecords());
Assert.assertEquals("parallel", previousInput.value());
}
The test harness provides many helper methods, three of which are being used here:
open
: calls the open of theFlatMap
function with relevant parameters. It also initializes the context.processElement
: allows users to pass an input element as well as the timestamp associated with the element.extractOutputStreamRecords
: gets the output records along with their timestamps from theCollector
.
The test harness simplifies the unit testing for the stateful functions to a large extent.
You might also need to check whether the state value is being set correctly. You can get the state value directly from the operator using a mechanism similar to the one used while creating the state. This is also demonstrated in the previous example.
Timed Process Operators
Writing tests for process functions, that work with time, is quite similar to writing tests for stateful functions because you can also use test harness.
However, you need to take care of another aspect, which is providing timestamps for events and controlling the current time of the application. By setting the current (processing or event) time, you can trigger registered timers, which will call the onTimer
method of the function
public class MyProcessFunction extends KeyedProcessFunction<String, String, String> {
@Override
public void processElement(String in, Context context, Collector<String> collector) throws Exception {
context.timerService().registerProcessingTimeTimer(50);
String out = "hello " + in;
collector.collect(out);
}
@Override
public void onTimer(long timestamp, OnTimerContext ctx, Collector<String> out) throws Exception {
out.collect(String.format("Timer triggered at timestamp %d", timestamp));
}
}
We need to test both the methods in the KeyedProcessFunction
, i.e., processElement
as well as onTimer
. Using a test harness, we can control the current time of the function. Thus, we can trigger the timer at will rather than waiting for a specific time.
Let’s take a look at the test case
@Test
public void testProcessElement() throws Exception{
MyProcessFunction myProcessFunction = new MyProcessFunction();
OneInputStreamOperatorTestHarness<String, String> testHarness =
new KeyedOneInputStreamOperatorTestHarness<>(
new KeyedProcessOperator<>(myProcessFunction), x -> "1", Types.STRING);
// Function time is initialized to 0
testHarness.open();
testHarness.processElement("world", 10);
Assert.assertEquals(
Lists.newArrayList(new StreamRecord<>("hello world", 10)),
testHarness.extractOutputStreamRecords());
}
@Test
public void testOnTimer() throws Exception {
MyProcessFunction myProcessFunction = new MyProcessFunction();
OneInputStreamOperatorTestHarness<String, String> testHarness =
new KeyedOneInputStreamOperatorTestHarness<>(
new KeyedProcessOperator<>(myProcessFunction), x -> "1", Types.STRING);
testHarness.open();
testHarness.processElement("world", 10);
Assert.assertEquals(1, testHarness.numProcessingTimeTimers());
// Function time is set to 50
testHarness.setProcessingTime(50);
Assert.assertEquals(
Lists.newArrayList(
new StreamRecord<>("hello world", 10),
new StreamRecord<>("Timer triggered at timestamp 50")),
testHarness.extractOutputStreamRecords());
}
The mechanism to test the multi-input stream operators such as CoProcess functions is similar to the ones described in this article. You should use the TwoInput variant of the harness for these operators, such as TwoInputStreamOperatorTestHarness
.
Summary
In the previous sections we showcased how unit testing in Apache Flink works for stateless, stateful and times-aware-operators. We hope you found the steps easy to follow and execute while developing your Flink applications. If you have any questions or feedback you can reach out to me here or contact the community on the Apache Flink user mailing list.


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Yes it does. That loader uses the CommonJS module format. The CommonJS module format is non-optimal for the browser, and I do not prefer some of the trade-offs made in the CommonJS module format. By using RequireJS on the server, you can use one format for all your modules, whether they are running server side or in the browser. That way you can preserve the speed benefits and easy debugging you get with RequireJS in the browser, and not have to worry about extra translation costs for moving between two formats.
Yes! The Node adapter for RequireJS, called r.js, automatically converts CommonJS modules to the RequireJS format on the fly, as they are loaded, so you can use your existing modules without having to hand-modify them.
However, the top most app file, the one you pass to Node on startup, needs to be coded to the RequireJS API. That file is evaluated as-is, no automatic format conversion.
Notes on the automatic format conversion:
RequireJS does not use search paths for modules. It only does the following:
You can always use the Configuration Options for RequireJS in your top level app file to configure paths and even a different baseUrl for your modules.
RequireJS does not support require.main and the module free variable only contains an id property. It does not define a require.async method, since require() in RequireJS can accept roughly equivalent arguments.
Even though RequireJS is an asynchronous loader in the browser, the RequireJS Node adapter loads modules synchronously in the Node environment. This was done to make the adapter easier to code. The adapter could be made asynchronous, but the primary benefit of RequireJS integration with Node is to allow you to write modules in the same format on the server and for the browser.
Finally, RequireJS in Node can only load modules that are on the local disk -- fetching modules across http, for instance, is not supported at this time.
For RequireJS features: the text plugin does not work in Node at the moment, but that should be fixed by the next RequireJS release.
Download r.js from the the download page and place it on your disk somewhere. Then run this command:
node path/to/r.js myNodeApp.js
This assumes you are in the directory that contains myNodeApp.js, your top-level Node application file.
That is it!
If you want to try a sample app that works with r.js, see the index.js Hello World app on the download page.
The on-the-fly CommonJS module conversion could hit edge cases where it may not work. If you need to get get some visibility into where it failed, you can pass debug after r.js to get some printout on the converstion process and any problems during module execution:
node path/to/r.js debug myNodeApp.js
Node integration is a relatively new feature, so I expect the conversion process may not work for all modules, and in particular, RequireJS has a different approach to circular dependencies than normal CommonJS modules.
If you find you have a problem, and want to report it, use the RequireJS GitHub Issues page. If you can attach the output of the debug run, that would be helpful, but be forewarned, it is very verbose and prints out all the source code.
If you want to discuss the RequireJS-Node integration, you can use the RequireJS Group.


Labour will renationalise water and energy in first 100 days if they win
by Zoe DrewettShadow chancellor John McDonnell has launched Labour’s plan for its first 100 days if it wins the general election on Thursday.
He said: ‘We are setting our sights higher than any opposition party has ever done before’.
In a speech in London today, the shadow chancellor vowed to end the ‘decade of austerity’ that he says has been in place under the Tories.
He said if the party wins the election it will be down to the ‘millions who stood up against what they saw has been happening in society’.
Mr McDonnell said: ‘Boris Johnson has actually admitted austerity was wrong… while promising in their manifesto to continue it for another five years years.
‘As the IFS said about the Conservatives’ Manifesto, it has austerity “baked in”.’
He added: ‘Let me be crystal clear about this – we’re setting our sights higher than any opposition party has ever done before. And we’re doing that because we have to.
‘Because the scale of the challenge is greater than ever before.’
Labour's plan for its first 100 days
Among its first policies the party says it will:
- Begin the process of bringing water and energy into public ownership
- A new Budget ‘to save the NHS’ on February 5
- Begin negotiating and securing a new Brexit deal to put to a public vote within six months
- Launch legislation to scrap tuition fees
- Launch urgent homelessness support by giving councils more money
- Start a spending review to allocate resources for the next five years
Mr McDonnell added: ‘In our first 100 days we will start the processes of bringing water and energy into public ownership.
‘We’ll set up boards to run these utilities made up of you, the customer, and you the people, the workers, as well as representatives from local councils, metro mayors and others.
‘We’ll make sure that decisions are taken locally by those who understand the services – those who use them and those who deliver them.
‘Meetings of these bodies will be public and streamed online, with new transparency regulations set higher than ever before, so you can see if your road is being dug up, why, and for how long.’
He added: ‘Meanwhile of course, during this period, Jeremy Corbyn, our new prime minister, and his negotiating team will be negotiating and securing a new Brexit agreement with our EU partners to put before the British people within six months.’
The chancellor said the party had already begun having meetings with Treasury officials to draw up its Budget plans for ‘as soon as’ the party gets into power.
He said: ‘Don’t be fooled by the doubters who say our plans are unachievable.
‘A decade of austerity, and 40 years of believing the market knows best, have dulled people’s sense of what’s possible, just as actually they were intended to do.
‘That’s why – if we are to help make hope real again – we need to remake government, and what people expect from it.
‘We’re creating new institutions – institutions that will become the normal part of people’s lives, like the NHS.
‘Institutions that we will come to cherish and rely upon, like the NHS.
‘And, like the NHS, institutions that will only be set up under a Labour government.


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This adds new tokens to the PHP language to allow more customization in your theme.
Prism's default themes do not support the new tokens, so there will be no visible changes in the following examples.
$this->foo = 2;
$_SERVER;
$_GET;
$_POST;
$argc; $argv;
// and many more


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The TestNG Eclipse plug-in allows you to run your TestNG tests from Eclipse and easily monitor their execution and their output. It has its own separate project on code.google.com called testng-eclipse.
Once you have installed the plug-in, restart Eclipse and select the menu Window / Show View / Other... and you should see the TestNG view listed in the Java category.
To create a new TestNG class, select the menu File / New / TestNG:
Select which annotations you want in this new class along with the class name, package and where the file should be created.
Additionally, you can specify the name of an XML file and the plug-in will generate a suite file which, if run, will invoke the class you just created.
Once you have created classes that contain TestNG annotations and/or one or more testng.xml files, you can create a TestNG Launch Configuration. Select the Run / Run... (or Run / Debug...) menu and create a new TestNG configuration:
You should change the name of this configuration and pick a project, which can be selected by clicking on the Browse... button at the top of the window.
Then you choose to launch your TestNG tests in the following ways:
Make sure the box near Class is checked and then pick a class from your project. You can click on the Browse... button and pick it directly from a list. This list only contains classes that contain TestNG annotations:
If you only want to launch one or several groups, you can type them in the text field or pick them from a list by clicking on the Browse... button
This launch isn't accomplished from the Launch dialog but directly from your Outline view:
You can right-click on any test methods and select Run as... / TestNG test and only the selected method will be run (not shown on the above screenshot because I couldn't find a way to capture a contextual menu).
Method launching is also available from the Package Explorer view and from the Java Browser perspective.
Once you have selected one of these launches, you can also choose the logging of level and also whether TestNG should run in 1.4 or 1.5 mode. Then you can launch the tests by pressing the Debug (or Run) button, which will switch you to the Debug perspective and will open the main TestNG view.
In order to give you access to the most flexibility, TestNG lets you specify an XML suite file for all these launches, which you can find in the Preferences menu:
If you specify a valid suite file as "XML template file", TestNG will reuse all the settings found in this XML file, such as parallel, name, listeners, thread pool size, etc... Only the <test> tags in this file will be ignored since the plug-in will replace these by a generated <test> tag that represents the launch you chose.
The above view shows a successful run of the tests: the bar is green and no failed tests are reported. The All tests tab shows you a list of all the classes and methods that were run.
If your test run contains failures, the view will look like this:
You can use the Failed tests tab to display only these tests that failed, and when you select such a test, the stack trace will be shown on the right-hand pane. You can double click on the offending line to be taken directly to the failure in your code.
When you are editing a JUnit class, press Ctrl-1 (Quick Fix) and the plug-in will give you the option to convert it to TestNG, either with JDK5 annotations:
or JavaDoc annotations:


Package modele
Class Loader
java.lang.Object
modele.Loader
public class Loader
extends java.lang.Object
-
Field Summary
Fields Modifier and Type Field Description private java.lang.String
controlsFile
private static Loader
instance
private java.lang.String
mapFile
private java.lang.String
scoreFile
-
Constructor Summary
Constructors Modifier Constructor Description private
Loader()
-
Method Summary
Modifier and Type Method Description private void
constructMap(java.util.Map<java.awt.Point,StaticEntity> movementMap, org.w3c.dom.Element xmlElement)
Construct a Grid's movement map from an XML Nodeprivate org.w3c.dom.Node
constructMapNode(org.w3c.dom.Document document, Grid grid, int startLevel, int endLevel, boolean defaultMap)
Create an XML Node from a gridprivate java.lang.String[]
convertToStringArray(Grid grid)
Convert a Grid to an array of stringprivate void
decryptFile(java.lang.String inFile, java.lang.String outFile)
Encrypt the input File and save it to the output Fileprivate static void
fileEncrypt(java.lang.String in, java.lang.String out)
Decrypt the input File and save it to the output Filestatic Loader
getInstance()
Return an instance of the classjava.util.Map<Input,javafx.scene.input.KeyCode>
loadConfigs()
Load the inputs config from an XML Filejava.util.List<Score>
loadHighscores()
Load the highscores from an XML Filevoid
loadMap(java.util.Map<java.awt.Point,StaticEntity> movementMap, int level)
Populate a grid's movement map from an XML File Used by the gameint[]
loadMap(Grid grid, int level)
Load a grid associated to a level from a file Used by the editorvoid
saveConfigs(java.util.Map<Input,javafx.scene.input.KeyCode> inputsMap)
Save the config to a XML Filevoid
saveHighscore(java.util.List<Score> highscores)
save the highscores to an XML Filevoid
saveMap(Grid grid, int startLevel, int endLevel, boolean isDefault)
Save a grid to an XML Document and edit the document to keep a coherent file
-
Field Details
-
mapFile
private java.lang.String mapFile -
controlsFile
private java.lang.String controlsFile -
scoreFile
private java.lang.String scoreFile -
instance
-
-
Constructor Details
-
Loader
private Loader()
-
-
Method Details
-
getInstance
Return an instance of the class- Returns:
- an instance of the class
-
loadHighscores
Load the highscores from an XML File- Returns:
- a sorted list of highscores
-
saveHighscore
save the highscores to an XML File- Parameters:
highscores
- the list of highscores to be saved
-
saveConfigs
Save the config to a XML File- Parameters:
inputsMap
- the input map to be saved
-
loadConfigs
Load the inputs config from an XML File- Returns:
- a map linking every Input to its corresponding Key
-
loadMap
Populate a grid's movement map from an XML File Used by the game- Parameters:
movementMap
- the movement map to be populatedlevel
- the wanted level
-
loadMap
Load a grid associated to a level from a file Used by the editor- Parameters:
grid
- the grid element to be populatedlevel
- the wanted level- Returns:
- an int array representing the loaded grid's information {startLevel, endLevel, isDefault}
-
constructMap
private void constructMap(java.util.Map<java.awt.Point,StaticEntity> movementMap, org.w3c.dom.Element xmlElement) throws java.lang.ExceptionConstruct a Grid's movement map from an XML Node- Parameters:
movementMap
- the movement map to be populatedxmlElement
- the XML Node representing the grid- Throws:
java.lang.Exception
- an Exception is thrown when the Node isn't normalized
-
saveMap
Save a grid to an XML Document and edit the document to keep a coherent file- Parameters:
grid
- the grid to be savedstartLevel
- the starting level indexendLevel
- the ending level indexisDefault
- is the grid the default one
-
constructMapNode
private org.w3c.dom.Node constructMapNode(org.w3c.dom.Document document, Grid grid, int startLevel, int endLevel, boolean defaultMap)Create an XML Node from a grid- Parameters:
document
- the XML document used to create the nodegrid
- the grid to be convertedstartLevel
- the starting level indexendLevel
- the ending level indexdefaultMap
- is this grid the default one- Returns:
- an XML Node representing the grid
-
convertToStringArray
Convert a Grid to an array of string- Parameters:
grid
- the grid to be converted- Returns:
- an array of String describing the grid
-
fileEncrypt
private static void fileEncrypt(java.lang.String in, java.lang.String out) throws java.lang.ExceptionDecrypt the input File and save it to the output File- Parameters:
in
- inputFile pathout
- outputFile path- Throws:
java.lang.Exception
- when one of the file couldn't be saved or an error occur during encryption
-
decryptFile
private void decryptFile(java.lang.String inFile, java.lang.String outFile) throws java.lang.ExceptionEncrypt the input File and save it to the output File- Parameters:
inFile
- inputFile pathoutFile
- outputFile path- Throws:
java.lang.Exception
- when one of the file is invalid or an error occur during decryption
-


{% extends 'rail/base.html' %} {% load static %} {% load widget_tweaks %} {% block body %}
Train Number
Train Name
Starts
Ends
Departure Date
Departure Time
{{ releasedTrain.train.trainNumber }}
{{ releasedTrain.train.name }}
{{ releasedTrain.train.starts }}
{{ releasedTrain.train.ends }}
{{ releasedTrain.departureDate }}
{{ releasedTrain.departureTime }}
{{ message }}


Sucess : Job Successfully Created Please Make Sure Jar Is In Class Path
Sucess : Job Successfully Created Please Make Sure Web Service Is Available
Error : Given Job Name Already Exists Please Change The Job Name
Nothing To Update
{{successMessage}}
{{failureMessage}}


#include <TetraMesh.h>
|
| | TetraMesh (Geometry::GeometryType type) |
| |
| | Geometry3D (GeometryType type) |
| |
| Eigen::Vector3d | ComputeMinBound (const std::vector< Eigen::Vector3d > &points) const |
| |
| Eigen::Vector3d | ComputeMaxBound (const std::vector< Eigen::Vector3d > &points) const |
| |
| Eigen::Vector3d | ComputeCenter (const std::vector< Eigen::Vector3d > &points) const |
| |
| void | ResizeAndPaintUniformColor (std::vector< Eigen::Vector3d > &colors, const size_t size, const Eigen::Vector3d &color) const |
| |
| void | TransformPoints (const Eigen::Matrix4d &transformation, std::vector< Eigen::Vector3d > &points) const |
| |
| void | TransformNormals (const Eigen::Matrix4d &transformation, std::vector< Eigen::Vector3d > &normals) const |
| |
| void | TranslatePoints (const Eigen::Vector3d &translation, std::vector< Eigen::Vector3d > &points, bool relative) const |
| |
| void | ScalePoints (const double scale, std::vector< Eigen::Vector3d > &points, bool center) const |
| |
| void | RotatePoints (const Eigen::Vector3d &rotation, std::vector< Eigen::Vector3d > &points, bool center, RotationType type) const |
| |
| void | RotateNormals (const Eigen::Vector3d &rotation, std::vector< Eigen::Vector3d > &normals, bool center, RotationType type) const |
| |
| Eigen::Matrix3d | GetRotationMatrix (const Eigen::Vector3d &rotation, RotationType type=RotationType::XYZ) const |
| |
| | Geometry (GeometryType type, int dimension) |
| |
|
| enum | RotationType {
RotationType::XYZ,
RotationType::YZX,
RotationType::ZXY,
RotationType::XZY,
RotationType::ZYX,
RotationType::YXZ,
RotationType::AxisAngle
} |
| |
| enum | GeometryType {
GeometryType::Unspecified = 0,
GeometryType::PointCloud = 1,
GeometryType::VoxelGrid = 2,
GeometryType::Octree = 3,
GeometryType::LineSet = 4,
GeometryType::TriangleMesh = 5,
GeometryType::HalfEdgeTriangleMesh = 6,
GeometryType::Image = 7,
GeometryType::RGBDImage = 8,
GeometryType::TetraMesh = 9,
GeometryType::OrientedBoundingBox = 10,
GeometryType::AxisAlignedBoundingBox = 11
} |
| |
| open3d::geometry::TetraMesh::TetraMesh |
( |
| ) |
|
|
inline |
| open3d::geometry::TetraMesh::~TetraMesh |
( |
| ) |
|
|
inlineoverride |
| TetraMesh & open3d::geometry::TetraMesh::Clear |
( |
| ) |
|
|
overridevirtual |
| std::shared_ptr< TetraMesh > open3d::geometry::TetraMesh::CreateFromPointCloud |
( |
const PointCloud & |
point_cloud | ) |
|
|
static |
Function that creates a tetrahedral mesh (TetraMeshFactory.cpp). from a point cloud. The method creates the Delaunay triangulation using the implementation from Qhull.
| std::shared_ptr< TriangleMesh > open3d::geometry::TetraMesh::ExtractTriangleMesh |
( |
const std::vector< double > & |
values, |
|
|
double |
level |
|
) |
| |
Function to extract a triangle mesh of the specified iso-surface at
- Parameters
-
| level. | |
| values | are values per-vertex. This method applies primal contouring and generates triangles for each tetrahedron. |
| Eigen::Vector3d open3d::geometry::TetraMesh::GetCenter |
( |
| ) |
const |
|
overridevirtual |
| Eigen::Vector3d open3d::geometry::TetraMesh::GetMaxBound |
( |
| ) |
const |
|
overridevirtual |
| Eigen::Vector3d open3d::geometry::TetraMesh::GetMinBound |
( |
| ) |
const |
|
overridevirtual |
| bool open3d::geometry::TetraMesh::HasTetras |
( |
| ) |
const |
|
inline |
| bool open3d::geometry::TetraMesh::HasVertices |
( |
| ) |
const |
|
inline |
| bool open3d::geometry::TetraMesh::IsEmpty |
( |
| ) |
const |
|
overridevirtual |
| TetraMesh & open3d::geometry::TetraMesh::RemoveDegenerateTetras |
( |
| ) |
|
Function that removes degenerate tetrahedra, i.e., tetrahedra that reference a single vertex multiple times in a single tetrahedron. They are usually the product of removing duplicated vertices.
| TetraMesh & open3d::geometry::TetraMesh::RemoveDuplicatedTetras |
( |
| ) |
|
Function that removes duplicated tetrahedra, i.e., removes tetrahedra that reference the same four vertices, independent of their order.
| TetraMesh & open3d::geometry::TetraMesh::RemoveDuplicatedVertices |
( |
| ) |
|
Function that removes duplicated verties, i.e., vertices that have identical coordinates.
| TetraMesh & open3d::geometry::TetraMesh::RemoveUnreferencedVertices |
( |
| ) |
|
This function removes vertices from the tetra mesh that are not referenced in any tetrahedron of the mesh.
| TetraMesh & open3d::geometry::TetraMesh::Scale |
( |
const double |
scale, |
|
|
bool |
center = true |
|
) |
| |
|
overridevirtual |
| TetraMesh & open3d::geometry::TetraMesh::Transform |
( |
const Eigen::Matrix4d & |
transformation | ) |
|
|
overridevirtual |
| TetraMesh & open3d::geometry::TetraMesh::Translate |
( |
const Eigen::Vector3d & |
translation, |
|
|
bool |
relative = true |
|
) |
| |
|
overridevirtual |
| std::vector<Eigen::Vector3d> open3d::geometry::TetraMesh::vertices_ |
The documentation for this class was generated from the following files:


|
Avro C++
|
Decoder is an interface implemented by every decoder capable of decoding Avro data. More...
#include <Decoder.hh>
Public Member Functions | |
| virtual void | init (InputStream &is)=0 |
| All future decoding will come from is, which should be valid until replaced by another call to init() or this Decoder is destructed. | |
| virtual void | decodeNull ()=0 |
| Decodes a null from the current stream. | |
| virtual bool | decodeBool ()=0 |
| Decodes a bool from the current stream. | |
| virtual int32_t | decodeInt ()=0 |
| Decodes a 32-bit int from the current stream. | |
| virtual int64_t | decodeLong ()=0 |
| Decodes a 64-bit signed int from the current stream. | |
| virtual float | decodeFloat ()=0 |
| Decodes a single-precision floating point number from current stream. | |
| virtual double | decodeDouble ()=0 |
| Decodes a double-precision floating point number from current stream. | |
| std::string | decodeString () |
| Decodes a UTF-8 string from the current stream. | |
| virtual void | decodeString (std::string &value)=0 |
| Decodes a UTF-8 string from the stream and assigns it to value. | |
| virtual void | skipString ()=0 |
| Skips a string on the current stream. | |
| std::vector< uint8_t > | decodeBytes () |
| Decodes arbitray binary data from the current stream. | |
| virtual void | decodeBytes (std::vector< uint8_t > &value)=0 |
| Decodes arbitray binary data from the current stream and puts it in value. | |
| virtual void | skipBytes ()=0 |
| Skips bytes on the current stream. | |
| std::vector< uint8_t > | decodeFixed (size_t n) |
| Decodes fixed length binary from the current stream. | |
| virtual void | decodeFixed (size_t n, std::vector< uint8_t > &value)=0 |
| Decodes a fixed from the current stream. | |
| virtual void | skipFixed (size_t n)=0 |
| Skips fixed length binary on the current stream. | |
| virtual size_t | decodeEnum ()=0 |
| Decodes enum from the current stream. | |
| virtual size_t | arrayStart ()=0 |
| Start decoding an array. Returns the number of entries in first chunk. | |
| virtual size_t | arrayNext ()=0 |
| Returns the number of entries in next chunk. 0 if last. | |
| virtual size_t | skipArray ()=0 |
| Tries to skip an array. | |
| virtual size_t | mapStart ()=0 |
| Start decoding a map. Returns the number of entries in first chunk. | |
| virtual size_t | mapNext ()=0 |
| Returns the number of entries in next chunk. 0 if last. | |
| virtual size_t | skipMap ()=0 |
| Tries to skip a map. | |
| virtual size_t | decodeUnionIndex ()=0 |
| Decodes a branch of a union. The actual value is to follow. |
Decoder is an interface implemented by every decoder capable of decoding Avro data.
| virtual void avro::Decoder::decodeBytes | ( | std::vector< uint8_t > & | value | ) | [pure virtual] |
Decodes arbitray binary data from the current stream and puts it in value.
| std::vector<uint8_t> avro::Decoder::decodeFixed | ( | size_t | n | ) | [inline] |
Decodes fixed length binary from the current stream.
| [in] | n | The size (byte count) of the fixed being read. |
n
. Referenced by avro::codec_traits< boost::array< uint8_t, N > >::decode().
| virtual void avro::Decoder::decodeFixed | ( | size_t | n, |
| std::vector< uint8_t > & | value | ||
| ) | [pure virtual] |
Decodes a fixed from the current stream.
| [in] | n | The size (byte count) of the fixed being read. |
| [out] | value | The value that receives the fixed. The vector will be size-adjusted based on the fixed's size. |
| virtual void avro::Decoder::init | ( | InputStream & | is | ) | [pure virtual] |
| virtual size_t avro::Decoder::skipArray | ( | ) | [pure virtual] |
Tries to skip an array.
If it can, it returns 0. Otherwise it returns the number of elements to be skipped. The client should skip the individual items. In such cases, skipArray is identical to arrayStart.
| virtual size_t avro::Decoder::skipMap | ( | ) | [pure virtual] |
Tries to skip a map.
If it can, it returns 0. Otherwise it returns the number of elements to be skipped. The client should skip the individual items. In such cases, skipMap is identical to mapStart.


PHOTOGRAPHY
Whenever necessary, I support projects with original content, thanks to the power of photography. I focus on catching breath-taking moments in nature and exposing the beauty in people.
Moreover, I have quite an experience in taking mouth-watering pictures of food. Feel free to browse samples of my photos on the left, divided into three abovementioned categories.
In my career I had the pleasure to not only operate the camera, but also work with models and other photographers. If a project requires it, I am able to set up and manage a photo session in order to achieve the given goal.


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Astrologer Creta:
I am very happy to help people find precious items that have been misplaced. Have you found that which you seek?


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--- layout: page title: About header-img: "img/about-bg.png" ---
Charlie Wisoff has 5 years of experience in the technology industry, first as a startup founder and then as a product and project manager. He is currently studying software engineering with the goal of beginning a career as a software engineer. He loves spending the day getting to solve puzzles through code.


Hocking Hills decided to close because of the difficulty of social distancing on narrow and rugged trails, said Heidi Hetzel-Evans, communications manager for the Ohio Department of Natural Resources.
Hocking Hills reopened in phases, as staff reworked certain areas and redesigned trails, Hetzel-Evans said. This included turning some two-way trails into one-way paths to lower the chances of people seeing each other.
Despite the closure of Hocking Hills, people looking to explore the outdoors found other places among the 74 other state parks in Ohio to enjoy.
Since people sometimes can’t get into the park of their choice, they have been going to other parks, which has led to an increase of campers at all of the parks, Hetzel-Evens said.
Lake Hope State Park, which lies outside of Hocking Hills and amid Zalinski National Forest, has seen a significant increase in visitors, cabin use and use of recreational services.
The park was “packed to the gills every weekend” before Hocking Hills opened back up, Lori Grupenhof, assistant manager at Lake Hope State Park, said.
During a typical year, Grupenhof doesn’t expect Lake Hope to be crowded, except for holidays. This year, however, she’s amazed at how many people have flocked to Lake Hope for their own getaway.
“And that's just not the norm: it's the norm possibly on a holiday but not the norm on every weekend in the summer,” Grupenhof said. “I mean, I've never seen it so crowded.”
Even after Hocking Hills reopened, the park remained busy every weekend.
In 2020, 462,512 trips were booked between Jan. 1 and Sept. 1 for stays at campgrounds, cabins, yurts and rent-a-tent sites between all state parks. This is an 11% decrease from last year.
During the same time period in 2019, there were a total of 516,280 nights for stays between campgrounds, cabins, yurts and rent-a-tent sites between all state parks.
Stays during the week have been slowing down since school is back in session, but many of the remaining weekends are full or close to capacity, Hetzel-Evens said in an email. Nov. 1 marks the beginning of the off season.
Although state parks are popular tourist spots in Southeast Ohio, there are other tourist-oriented businesses that are thriving during the pandemic. Uncle Buck’s Riding Stable and Dance Barn, located at 73930 Buck Lane in New Marshfield, has been incredibly successful since opening in May.
“Actually, once they let us open back up, it's been better than we've ever, ever had,” said David McPherson, also known as Uncle Buck, the owner of Uncle Buck’s Riding Stable and Dance Barn.
The trail rides, a service in which guests can take a guided horse ride on a trail, have been the most popular service offered at Uncle Buck’s.
There are other segments of Uncle Buck’s that have not been as successful, but it is not advertising those services because that would involve crowding people in an area.
Uncle Buck gives some credit to COVID-19 for bringing in more business but also believes that nearby trails, and trails currently being developed, have helped bring in business.
“I think COVID-19 has something to do with it because, again, I think people feel like this is an activity they can do, and it's not risky, but there's other things going on out here that I think are having an effect also,” Uncle Buck said.
Despite the success that Uncle Buck’s, Lake Hope and Hocking Hills have experienced this summer, Athens County has not been able to experience that success in the tourism industry.
Many annual events, programs and conferences were canceled, said Boone Troyer, interim executive director of the Athens County Convention and Visitors Bureau.
Expectations for tourism for the rest of the fall season and winter season are optimistic for Athens County.
Uncle Buck believes that business will continue to thrive for the rest of the fall.
Even since school is back in session, he estimates it is doing twice as much business and bookings on Saturday and Sunday are full.
As for Lake Hope State Park, business is expected to stay strong through the fall and possibly the winter.
“And while we might still be full on the weekends in our cabins, weekdays really slowed down, and that has not been the case for September,” Grupenhof said. “I mean, we're not full by any means, but we're busy — much busier than we've done in years past.”


404 Not Found
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WWD Report Card: So Bad It’s Good
The art of taking things to the limit.
by Leigh Nordstrom, Alex BadiaThe best and worst of the week:
Kacey Musgraves: C+
In the world of Willy Wonka, she would be the most delicious caramel toffee. But in the world of red carpet, this light brown silk jumpsuit unfortunately washes her out and does nothing to enhance her beauty.
Daniel Craig: C-
The choice is clear: Either you look steamy coming out of the water in a bathing suit — or you look sleek in a sartorial ensemble. What you don’t do is dress like a burrito to go.
Daniel Kaluuya: B-
This reads like a casual wedding ensemble, for when you’re saying your vows barefoot at sunset. On the red carpet it feels a bit out of place — but maybe he’s on the way.
Jonathan Groff: B-
The strong shoulder construction — plus turtleneck — is giving us Studio 54 vibes. Although the result is a little bit outdated, the look is flattering on him. The patent leather shoes are a bit too much.
Olivia Colman: C+
The skirt overlay feels very underwater goth adventure; it’s too costumey. In our mind, Colman can do no wrong — but this look is testing our limits.
Celine Dion: B+
This is so bad that it’s good. We are very used to Celine taking things to the limit — which softens the blow. On the bright side, this blue teddy bear moment is very huggable.
Rihanna: A-
As always, Rihanna nails it on the red carpet. This tuxedo robe is giving major vintage vibes — and on her, it is the ultimate evening choice. But on someone else, forget it. It would be the return of Morticia Addams.
Tracee Ellis Ross: D
Directional fashion is a dangerous game. This play on the power suit might work on the runway, but on Ross, it seems extremely unflattering. The excessive volumes drown her out.


This function can be set to automatically get the previous cursor for infinite queries.
The result will also be used to determine the value of hasPreviousPage
.
If false
, failed queries will not retry by default.
If true
, failed queries will retry infinitely., failureCount: num
If set to an integer number, e.g. 3, failed queries will retry until the failed query count meets that number.
If set to a function (failureCount, error) => boolean
failed queries will retry until the function returns false.
The time in milliseconds after data is considered stale. If the data is fresh it will be returned from the cache.
Set this to false
to disable structural sharing between query results.
Defaults to true
.
Generated using TypeDoc
This function can be set to automatically get the next cursor for infinite queries. The result will also be used to determine the value of
hasNextPage
.


* Agent does not know about the goal
* Agent does not know have any specified knowledge.
All possible combination of states.
* Interested in goal state but not about the path.
* Interested in the goal state as well as interested in the path.
Single state problem:(deterministic)
Where agent know where it exists in which state right now and what action let agent move in which state.
Conforment problem:(non observable)
Agent does not know where it is right now, agent take certain action and then it knows about the state.
Contigency problem: (non deterministic)
We have alternate plan agent has to think and to take the decision on the basis of info of current state.
Exploration: (unknown state space)
Agent does not have any state space and does not have any knowledge about the goal or anything.


Package org.apache.iceberg
Interface FileScanTask
-
-
Method Summary
All Methods Instance Methods Abstract Methods Default Methods Modifier and Type Method Description default FileScanTask
asFileScanTask()
DataFile
file()
Thefile
to scan.default boolean
isFileScanTask()
long
length()
The number of bytes to scan from thestart()
position in the file.Expression
residual()
Returns the residual expression that should be applied to rows in this file scan.PartitionSpec
spec()
Thespec
used to store this file.java.lang.Iterable<FileScanTask>
split(long splitSize)
Splits this scan task into componentscan tasks
, each ofsplitSize
sizelong
start()
The starting position of this scan range in the file.-
Methods inherited from interface org.apache.iceberg.ScanTask
asCombinedScanTask, asDataTask, isDataTask
-
-
-
-
Method Detail
-
spec
PartitionSpec spec()
Thespec
used to store this file.- Returns:
- the partition spec from this file's manifest
-
start
long start()
The starting position of this scan range in the file.- Returns:
- the start position of this scan range
-
length
long length()
The number of bytes to scan from thestart()
position in the file.- Returns:
- the length of this scan range in bytes
-
residual
Expression residual()
Returns the residual expression that should be applied to rows in this file scan.The residual expression for a file is a filter expression created from the scan's filter, inclusive any predicates that are true or false for the entire file removed, based on the file's partition data.
- Returns:
- a residual expression to apply to rows from this scan
-
split
java.lang.Iterable<FileScanTask> split(long splitSize)
Splits this scan task into componentscan tasks
, each ofsplitSize
size- Parameters:
splitSize
- The size of a component scan task- Returns:
- an Iterable of
scan tasks
-
isFileScanTask
default boolean isFileScanTask()
- Specified by:
isFileScanTask
in interfaceScanTask
- Returns:
- true if this is a
FileScanTask
, false otherwise.
-
asFileScanTask
default FileScanTask asFileScanTask()
- Specified by:
asFileScanTask
in interfaceScanTask
- Returns:
- this cast to
FileScanTask
if it is one
-
-


Abstract
The job of a data engineer is to build, manage, and optimize systems for transforming data into forms that facilitate analysis. Despite the broad adoption of R as a language for data science, it has taken a back seat to Python and other languages in the area of data engineering. But this is beginning to change. Data engineering tasks that were previously infeasible in R are becoming straightforward thanks to recent developments in the Apache Arrow project and the R package arrow
. Arrow provides tools for working with tabular data that emphasize performance, efficiency, standardization, and interoperability with other languages and systems in the broader data ecosystem. Using the R package arrow
, it is now possible to implement many data engineering and ETL tasks entirely in R, avoiding the overhead of switching to another language Python or using a framework like Spark.


UIET
MUN
'18
| 24
th
— 25
th
March
The stage is set, are you?
The second edition of
UIET
MUN
is all set to unveil
Committees
United Nations General Assembly: SPECPOL
The weaponisation of space with special attention to Anti-satellites weaponary.
United Nations Security Council
Creation of a Standing UN Force to safeguard the values enshrined in the UN Charter
Commision on the Status of Women
Women's economic empowerment in the changing world of work in context of the Global Economic & Financial Crisis.
All India Political Parties Meet
Discussing the feasibility of Uniform Civil Code in India.
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Smart data structures and dumb code works a lot better than the other way around. -- Eric S. Raymond, "The Cathedral and the Bazaar" [ source]


Chat with NTEAA
North Texas Renewable Energy Group (NTREG)
Informational Tools
EV Facts
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deployed
by None at 2022-02-17 23:51:04.review_dismissed
by Jane Sandberg at 2022-02-17 23:56:32.labeled
by None at 2022-02-18 01:15:40.labeled
by None at 2022-02-18 13:15:35.This data is being collected without uri's. Querying by cid's is very expensive/slow, so we need to find a more sustainable way of doing this.
labeled
by None at 2022-02-18 13:15:49.Running based on new input file provided by AAWG
Thanks for catching that! Should be all fixed.
referenced
by None at 2022-02-18 15:54:20.merged
by None at 2022-02-18 15:54:20.closed
by None at 2022-02-18 15:54:20.head_ref_deleted
by None at 2022-02-18 15:55:14.referenced
by None at 2022-02-18 14:58:19.merged
by None at 2022-02-18 14:58:19.closed
by None at 2022-02-18 14:58:19.head_ref_deleted
by None at 2022-02-18 14:58:25.labeled
by None at 2022-02-18 03:19:15.labeled
by None at 2022-02-18 03:19:15.renamed
by None at 2022-02-18 15:42:50.labeled
by None at 2022-02-18 15:43:05.labeled
by None at 2022-02-18 15:43:05.@dependabot rebase
Looks like this PR is already up-to-date with main! If you'd still like to recreate it from scratch, overwriting any edits, you can request @dependabot recreate
.
mentioned
by Dependabot at 2022-02-18 14:12:31.deployed
by None at 2022-02-18 14:13:00.referenced
by None at 2022-02-18 14:23:42.merged
by None at 2022-02-18 14:23:42.closed
by None at 2022-02-18 14:23:42.head_ref_deleted
by None at 2022-02-18 14:23:42.@dependabot rebase
mentioned
by Dependabot at 2022-02-18 14:24:03.head_ref_force_pushed
by None at 2022-02-18 14:25:03.deployed
by None at 2022-02-18 14:45:29.referenced
by None at 2022-02-18 14:47:53.merged
by None at 2022-02-18 14:47:53.closed
by None at 2022-02-18 14:47:53.head_ref_deleted
by None at 2022-02-18 14:47:54.@dependabot rebase
Superseded by #272.
mentioned
by Dependabot at 2022-02-18 14:48:17.closed
by None at 2022-02-18 14:49:03.head_ref_deleted
by None at 2022-02-18 14:49:04.labeled
by None at 2022-02-18 14:49:01.labeled
by None at 2022-02-18 14:49:01.deployed
by None at 2022-02-18 14:53:50.referenced
by None at 2022-02-18 14:55:32.merged
by None at 2022-02-18 14:55:32.closed
by None at 2022-02-18 14:55:32.head_ref_deleted
by None at 2022-02-18 14:55:32.@dependabot rebase
labeled
by None at 2022-02-18 14:25:15.labeled
by None at 2022-02-18 14:25:15.mentioned
by Dependabot at 2022-02-18 14:55:47.head_ref_force_pushed
by None at 2022-02-18 14:56:48.deployed
by None at 2022-02-18 15:23:47.referenced
by None at 2022-02-18 15:35:56.merged
by None at 2022-02-18 15:35:56.closed
by None at 2022-02-18 15:35:56.head_ref_deleted
by None at 2022-02-18 15:35:56.head_ref_force_pushed
by None at 2022-02-18 15:42:05.deployed
by None at 2022-02-18 15:42:40.labeled
by None at 2022-02-18 00:07:21.Superseded by #386.
closed
by None at 2022-02-18 00:07:23.head_ref_deleted
by None at 2022-02-18 00:07:24.Check record https://catalog-staging.princeton.edu/catalog/99124695833506421
deployed
by None at 2022-02-18 17:02:19.There is only one slight regression with lighthouse! This branch is missing the different ids for bookmarks. This branch could just need a rebase from main, since that was a new fix.
Lighthouse from main branch:
Lighthouse from this branch:
I have found a slight regression in the facet handeling. It was wrong in production and now it is more wrong with this branch. Notice how many Classification H social Sciences facets are on the page (1 too many in prod, and 2 too many in qa)
I would not hold this branch up for this issue, but if it is an easy fix it may be worth it...
Current production:
Branch:
Thanks for the review, @carolyncole. I rebased this and fixed a few of the things you caught. I still need to look into the facetsforadvanced_search override and the endless constraints upon constraints when using the pivot facet.
I also caught a regression on the search results page in the mobile view of pivot facets:
On production:
On qa, with this branch deployed:
head_ref_force_pushed
by Jane Sandberg at 2022-02-17 22:08:24.head_ref_force_pushed
by Jane Sandberg at 2022-02-17 22:27:56.head_ref_force_pushed
by Jane Sandberg at 2022-02-18 00:04:00.head_ref_force_pushed
by Jane Sandberg at 2022-02-18 00:08:16.ready_for_review
by Jane Sandberg at 2022-02-18 00:24:26.deployed
by None at 2022-02-18 12:50:44.deployed
by None at 2022-02-18 13:38:55.head_ref_force_pushed
by Jane Sandberg at 2022-02-18 22:10:18.head_ref_force_pushed
by Jane Sandberg at 2022-02-18 22:15:26.mentioned
by None at 2022-02-18 22:15:42.subscribed
by None at 2022-02-18 22:15:42.referenced
by Francis Kayiwa at 2022-02-17 22:05:08.merged
by Francis Kayiwa at 2022-02-17 22:05:08.closed
by Francis Kayiwa at 2022-02-17 22:05:09.head_ref_deleted
by Francis Kayiwa at 2022-02-17 22:05:09.head_ref_force_pushed
by Francis Kayiwa at 2022-02-17 22:27:37.I started to look at this today, but my keys are not on the staging server yet.
On the production server, the logs look like they are getting rotated. There's one log per day and they are mostly timestamped at 23:59. There is no entry in /etc/logrotate.d
for these logs, and no ezp.log
file. The /var/local/ezproxy/config.txt
file has some log directives in it. I'll pick this back up when I can and start with that config.txt file.
There's some minimal documentation at https://help.oclc.org/Library_Management/EZproxy/Configure_resources/LogFile.
I think if the directives contain date time placeholders the software creates a new log every day. If we wanted to delete old log files I think we'd need to do something with logrotate.d or another scheduled cron task of some kind process. EZproxy doesn't seem to have any directives related to log retention.
LogFile -strftime log/ezp%Y%m%d.log
LogSPU -strftime log/spu%Y%m%d.log
assigned
by Alicia Cozine at 2022-02-17 22:35:21.closed
by James R. Griffin III at 2022-02-18 15:01:57.moved_columns_in_project
by James R. Griffin III at 2022-02-18 15:01:57.Related to #2670.
labeled
by None at 2022-02-18 12:59:29.labeled
by None at 2022-02-18 12:59:29.Is this the "attributes" pane? That shows data when you click on the map?
labeled
by None at 2022-02-18 16:51:54.labeled
by None at 2022-02-18 16:54:13.referenced
by None at 2022-02-18 13:00:05.merged
by None at 2022-02-18 13:00:05.closed
by None at 2022-02-18 13:00:06.head_ref_deleted
by None at 2022-02-18 13:00:06.https://github.com/pulibrary/ruby-for-archivesspace/compare/support-openconnect?expand=1 tracks (cleaned) attempts to use mechanize
in order to establish a connection to the VPN using Ruby alone. I am currently addressing this now from a different standpoint by just using a Debian package.


Advanced statistics page with Template
Computes basic statistics for a given list of numbers
Numbers (comma or space-separated):
{{with .}}
Results
{{if .Get}}
Numbers
{{.Numbers}}
Count
{{.Count}}
Mean
{{.Mean}}
Median
{{.Median}}
{{else}}
{{.ErrMsg}}
{{end}}
{{end}}


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By: billyzhang2010 原文发布于：2010-10-25 23:50:58
When you add more than one field to the row or column area, the pivot table will display subtotals. The following code removes all subtotals from the pivot table.
Sub NoSubtotals() 'pivot table tutorial by contextures.com 'turns off subtotals in pivot table '.PivotFields could be changed to '.RowFields or .ColumnFields Dim pt As PivotTable Dim pf As PivotField On Error Resume Next For Each pt In ActiveSheet.PivotTables For Each pf In pt.PivotFields 'First, set index 1 (Automatic) to True, 'so all other values are set to False pf.Subtotals(1) = True pf.Subtotals(1) = False Next pf Next pt End Sub
Download the zipped sample file for this pivot table tutorial


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I am a full stack developer with a degree in Economics from Boston College. I recently graduated from General Assembly's Web Development Immersive Program, where I built web apps using combinations of React, Node.js, Ruby on Rails, and MongoDB.
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