代码：

import sys
import numpy as np

print(f"We are using Python {sys.version}", file=sys.stderr)
print(f"We are using numpy version {np.__version__}", file=sys.stderr)  # 2.2.1

def find_non_numpy_floats(x: any) -> bool:
    if not (isinstance(x, np.float64)):
        print(f"Found non-numpy.float64: {x} of type {type(x)}", file=sys.stderr)
        return False
    else:
        return True


w: np.ndarray = np.zeros((2, 2), dtype=np.float64)

np.vectorize(lambda x: find_non_numpy_floats(x))(w)

assert (np.all(np.vectorize(lambda x: isinstance(x, np.float64))(w))), "try to keep using the numpy floats"

我期望Numpy.zeros生成一个 Numpy 数组float64，如果我理解正确的话，它与 Python 不同float（IEEE 64 位浮点数与 Python 特有的某些东西？）

然而，上述结果是：

We are using Python 3.13.1 (main, Dec  9 2024, 00:00:00) [GCC 14.2.1 20240912 (Red Hat 14.2.1-3)]
We are using numpy version 2.2.1
Found non-numpy.float64: 0.0 of type <class 'float'>
Found non-numpy.float64: 0.0 of type <class 'float'>
Found non-numpy.float64: 0.0 of type <class 'float'>
Found non-numpy.float64: 0.0 of type <class 'float'>

以及一个断言错误。

为什么会这样？我该如何解决这个问题（我应该这样做吗？）

我对根据鼠标指针发生的情况发送到 JavaFX按钮控件的事件进行了一些实验，并从中生成了一个分层状态机图（近似，因为我的编辑器没有任何语义概念）：

这一切都非常简单，只需从起始状态跟踪行为并查看会发生什么。这里有一个微妙之处，因为按钮控件内的标签也起着作用，它会生成MOUSE_ENTERED_TARGET事件MOUSE_EXITED_TARGET（我向 ChatGPT 询问了这个问题，它打印了一个非常漂亮的答案，但答案是错的😂）

我唯一想知道的一点是——为什么我会持续收到两件MOUSE_ENTERED或两个MOUSE_EXITED事件，一个带有consumed = false，一个带有consumed = true？

示例代码

以下是（接近最小的）示例。它只是创建了一个按钮，我们可以手动点击它来查看生成了哪些事件：

文件com.example.stack_overflow.Main.java

package com.example.stack_overflow;

import javafx.application.Application;
import javafx.event.ActionEvent;
import javafx.event.Event;
import javafx.geometry.Insets;
import javafx.geometry.Pos;
import javafx.scene.Scene;
import javafx.scene.control.Button;
import javafx.scene.input.MouseEvent;
import javafx.scene.layout.HBox;
import javafx.scene.layout.Pane;
import javafx.scene.layout.StackPane;
import javafx.scene.layout.VBox;
import javafx.stage.Stage;

import java.util.Objects;

class PaneBuilder {

    private final StackPane stackPane;

    private static void log(String text) {
        System.out.println(text);
    }

    public PaneBuilder() {
        stackPane = buildCenteringStackPaneAroundButton(buildButton());
    }

    private static Button buildButton() {
        final var button = new Button("Click Me!");
        button.setMinWidth(120); // I think these are "120pt", why is there no "unit"?
        final var desc = "Button";
        button.addEventHandler(ActionEvent.ACTION, event -> {
            handleActionEvent(desc, event);
        });
        button.addEventHandler(MouseEvent.MOUSE_PRESSED, event -> {
            handleMouseEvent(desc, event);
        });
        button.addEventHandler(MouseEvent.MOUSE_RELEASED, event -> {
            handleMouseEvent(desc, event);
        });
        button.addEventHandler(MouseEvent.MOUSE_CLICKED, event -> {
            handleMouseEvent(desc, event);
        });
        button.addEventHandler(MouseEvent.MOUSE_ENTERED, event -> {
            handleMouseEvent(desc, event);
        });
        button.addEventHandler(MouseEvent.MOUSE_EXITED, event -> {
            handleMouseEvent(desc, event);
        });
        button.addEventHandler(MouseEvent.MOUSE_ENTERED_TARGET, event -> {
            handleMouseEvent(desc, event);
        });
        button.addEventHandler(MouseEvent.MOUSE_EXITED_TARGET, event -> {
            handleMouseEvent(desc, event);
        });
        button.armedProperty().addListener((obs, oldVal, newVal) -> log(desc + ": armed status changes: " + oldVal + " -> " + newVal));
        return button;
    }

    public Pane getPane() {
        return stackPane;
    }

    private static StackPane buildCenteringStackPaneAroundButton(Button button) {
        final var stackPane = new StackPane();
        stackPane.setAlignment(Pos.CENTER);
        final var hbox = buildHBoxAroundVBoxAroundButton(button);
        final var insets = new Insets(20, 20, 20, 20); // I guess those are "20points"
        StackPane.setMargin(hbox, insets);
        stackPane.getChildren().add(hbox);
        return stackPane;
    }

    private static HBox buildHBoxAroundVBoxAroundButton(Button button) {
        final var hbox = new HBox();
        hbox.setAlignment(Pos.CENTER);
        hbox.getChildren().add(buildVBoxAroundButton(button));
        return hbox;
    }

    private static VBox buildVBoxAroundButton(Button button) {
        final var vbox = new VBox();
        vbox.setAlignment(Pos.CENTER);
        vbox.getChildren().add(button);
        return vbox;
    }

    private static void appendEventDesc(StringBuilder buf, Event event) {
        buf.append("\n   Type          : " + event.getEventType());
        buf.append("\n   Class         : " + event.getClass().getName());
        buf.append("\n   Consumed      : " + event.isConsumed());
        buf.append("\n   Source class  : " + event.getSource().getClass().getName());
        buf.append("\n   Event         : " + Objects.toIdentityString(event));
    }

    public static void handleMouseEvent(String desc, MouseEvent event) {
        final var buf = new StringBuilder("Mouse event in " + desc);
        appendEventDesc(buf, event);
        log(buf.toString());
    }

    public static void handleActionEvent(String desc, ActionEvent event) {
        final var buf = new StringBuilder("Action event in " + desc);
        appendEventDesc(buf, event);
        log(buf.toString());
    }
}

public class Main extends Application {

    @Override
    public void start(Stage stage) {
        stage.setTitle("Button Example");
        stage.setScene(new Scene(new PaneBuilder().getPane()));
        stage.sizeToScene();
        stage.show();
    }

    public static void main(String[] args) {
        launch(args);
    }

}

以及构建和运行上述程序的 POM。该程序必须使用JavaFX Maven 插件javafx:run的Maven 目标运行

<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.example</groupId>
    <artifactId>stack_overflow</artifactId>
    <version>1.0-SNAPSHOT</version>

    <!-- RUNNING VIA MAVEN + JAVAFX PLUGIN IN IDE: -->
    <!--   'Main Menu' > 'Run' > 'Run Maven Goal' > 'Plugins' > 'JavaFx Maven Plugin' > 'javafx:run' -->
    <!--   This will invoke the goal "javafx:run" of the "javafx-maven-plugin". -->
    <!--   With the 'Run New Maven Goal' menu entry, you can define that goal, and it will appear in the -->
    <!--   context menu as 'right-mouse-button menu' > 'run maven' > 'javafx:run' -->

    <!-- RUNNING VIA MAVEN IN COMMAND LINE w/o leaving the IDE (no need for OpenJDX SDK): -->
    <!-- Right-click on the project window and select "Open Terminal at the current Maven module path". -->
    <!-- Enter the command "mvn javafx:run" or for debugging output "mvn -X javafx:run". -->
    <!-- This will invoke the goal "javafx:run" of the "javafx-maven-plugin". -->

    <properties>

        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>

        <!-- This is the latest OpenJavaFX version on 2024-09-26 (version of 2024-09-16) -->
        <!-- https://mvnrepository.com/artifact/org.openjfx/javafx-controls -->

        <javafx.version>23</javafx.version>

        <javafx.plugin.version>0.0.8</javafx.plugin.version>
        <compiler.plugin.version>3.13.0</compiler.plugin.version>
        <exec.plugin.version>3.4.1</exec.plugin.version>
        <dependency.plugin.version>3.8.0</dependency.plugin.version>
        <main.class>com.example.stack_overflow.Main</main.class>

        <java.compiler.source.version>21</java.compiler.source.version>
        <java.compiler.target.version>21</java.compiler.target.version>

    </properties>

    <dependencies>
        <!-- https://mvnrepository.com/artifact/org.openjfx/javafx-controls -->
        <dependency>
            <groupId>org.openjfx</groupId>
            <artifactId>javafx-controls</artifactId>
            <version>${javafx.version}</version>
        </dependency>
        <!-- https://mvnrepository.com/artifact/org.openjfx/javafx-fxml -->
        <dependency>
            <groupId>org.openjfx</groupId>
            <artifactId>javafx-fxml</artifactId>
            <version>${javafx.version}</version>
        </dependency>
    </dependencies>

    <build>
        <plugins>

            <!-- Standard Java Compiler Plugin -->
            <!-- https://maven.apache.org/plugins/maven-compiler-plugin/ -->
            <!-- https://mvnrepository.com/artifact/org.apache.maven.plugins/maven-compiler-plugin -->

            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <version>${compiler.plugin.version}</version>
                <configuration>
                    <source>${java.compiler.source.version}</source>
                    <target>${java.compiler.target.version}</target>
                </configuration>
            </plugin>

            <!-- Special Plugin to run JavaFX programs -->
            <!-- https://github.com/openjfx/javafx-maven-plugin -->
            <!-- https://mvnrepository.com/artifact/org.openjfx/javafx-maven-plugin -->
            <!-- If you run the plugin's goal on the command line with the '-X' option like so: -->
            <!-- mvn -X javafx:run -->
            <!-- you will see the command line the plugin builds, which looks as follows, with ++ replaced by double dash -->

            <plugin>
                <groupId>org.openjfx</groupId>
                <artifactId>javafx-maven-plugin</artifactId>
                <version>${javafx.plugin.version}</version>
                <configuration>
                    <mainClass>${main.class}</mainClass>
                    <options>
                        <option>-ea</option>
                    </options>
                </configuration>
            </plugin>

        </plugins>
    </build>
</project>

运行该程序会出现以下窗口：

如果我们现在用鼠标指针沿着指示的红色路径移动，然后单击鼠标并再次将鼠标指针移出按钮：

我们得到了属性值armed和按钮发出的事件的以下变化。请注意双引号MOUSE_ENTERED= consumed，false然后是true。

进入按钮控件：

Mouse event in Button
   Type          : MOUSE_ENTERED
   Class         : javafx.scene.input.MouseEvent
   Consumed      : false
   Source class  : javafx.scene.control.Button
   Event         : javafx.scene.input.MouseEvent@2ebee20a
Mouse event in Button
   Type          : MOUSE_ENTERED
   Class         : javafx.scene.input.MouseEvent
   Consumed      : true
   Source class  : javafx.scene.control.Button
   Event         : javafx.scene.input.MouseEvent@2ebee20a

输入按钮控件的标签：

Mouse event in Button
   Type          : MOUSE_ENTERED_TARGET
   Class         : javafx.scene.input.MouseEvent
   Consumed      : false
   Source class  : javafx.scene.control.Button
   Event         : javafx.scene.input.MouseEvent@5d41df9f

单击，注意状态的变化armed。

Mouse event in Button
   Type          : MOUSE_PRESSED
   Class         : javafx.scene.input.MouseEvent
   Consumed      : false
   Source class  : javafx.scene.control.Button
   Event         : javafx.scene.input.MouseEvent@3df998ed
Button: armed status changes: false -> true
Mouse event in Button
   Type          : MOUSE_RELEASED
   Class         : javafx.scene.input.MouseEvent
   Consumed      : false
   Source class  : javafx.scene.control.Button
   Event         : javafx.scene.input.MouseEvent@241a11d5
Action event in Button
   Type          : ACTION
   Class         : javafx.event.ActionEvent
   Consumed      : false
   Source class  : javafx.scene.control.Button
   Event         : javafx.event.ActionEvent@3d8fce01
Button: armed status changes: true -> false
Mouse event in Button
   Type          : MOUSE_CLICKED
   Class         : javafx.scene.input.MouseEvent
   Consumed      : false
   Source class  : javafx.scene.control.Button
   Event         : javafx.scene.input.MouseEvent@505036ef

退出按钮控件的标签：

Mouse event in Button
   Type          : MOUSE_EXITED_TARGET
   Class         : javafx.scene.input.MouseEvent
   Consumed      : false
   Source class  : javafx.scene.control.Button
   Event         : javafx.scene.input.MouseEvent@2d496725

退出按钮控制：

Mouse event in Button
   Type          : MOUSE_EXITED
   Class         : javafx.scene.input.MouseEvent
   Consumed      : false
   Source class  : javafx.scene.control.Button
   Event         : javafx.scene.input.MouseEvent@59a94fe0
Mouse event in Button
   Type          : MOUSE_EXITED
   Class         : javafx.scene.input.MouseEvent
   Consumed      : true
   Source class  : javafx.scene.control.Button
   Event         : javafx.scene.input.MouseEvent@59a94fe0