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Please work-out the essence of the following in a precise and compelling way: ### High-Level Investor Review and Optimization for Germany's Energy Transition**Germany's Energy Transition: Decarbonization, Decentralization, and the Opportunities Ahead** **Background:** Germany, through its ambitious "Energiewende," is undergoing a significant transformation in its energy sector. The key objectives of this transition are threefold: decarbonization, decentralization, and digital transformation, aiming for a more sustainable and resilient energy future. **Key Objectives of Germany's Energiewende:** - **Decarbonization:** Germany has set itself an ambitious target of reducing greenhouse gas emissions by 65% by 2030 and achieving climate neutrality by 2045. This involves a shift away from fossil fuels and nuclear power. - **Increase in Renewable Energy:** The country aims to have renewables, such as wind, solar, and hydropower, contribute at least 80% of the electricity supply by 2030, significantly reducing the carbon footprint of the energy sector. - **Phase-Out of Nuclear and Coal:** As part of its decarbonization goals, Germany is phasing out nuclear power by 2022 and coal by 2038, marking a decisive step towards a more sustainable energy mix. **Decentralized Power Generation Model:** - **Structure:** The new energy market model embraces decentralization, utilizing a diverse range of renewable energy sources. Energy production is distributed across various locations, closer to consumption points, with a focus on individual households, businesses, and community projects. - **Control:** A key feature of decentralization is the distributed control system, involving multiple small-scale producers and prosumers (consumers who also produce energy). This system relies on both supply-side and demand-side management, with a focus on real-time adjustments and energy efficiency. **Opportunities in Decentralization:** - **Lower Emissions:** The increased adoption of renewable energy sources significantly reduces greenhouse gas emissions, bringing Germany closer to its climate goals. - **Enhanced Resilience:** Decentralized systems are inherently more resilient to disruptions. They can quickly adapt to changes in demand and supply, ensuring a more reliable energy supply. - **Local Economic Growth:** Local energy generation keeps economic benefits within communities, fostering job creation and local economic development. **Digitalization and Technological Innovation:** - **Smart Grids, AI, and IoT:** Germany is at the forefront of digital transformation in the energy sector. The adoption of smart grid technologies, AI, and IoT enhances the efficiency, reliability, and management of the entire energy system, unlocking new opportunities for innovation. **Problem Analysis:** While the energy transition brings numerous benefits, it also presents several challenges that need to be addressed: - **Integration of Variable Renewables:** Balancing supply and demand is complex when dealing with variable renewable sources like wind and solar, which are weather-dependent. - **Solution:** Advanced forecasting and real-time management technologies, powered by AI and machine learning, are crucial for optimizing the integration of renewable sources and ensuring grid stability. - **Grid Management in Decentralized Systems:** Managing a decentralized grid with numerous small-scale producers and consumers requires sophisticated grid management to prevent outages and maintain stability. - **Solution:** Investment in smart grid technologies and decentralized energy storage solutions, such as Battery Energy Storage Systems (BESS), is essential for efficient energy flow management and grid stability. - **Regulatory and Market Adaptation:** Existing regulatory frameworks are often designed for centralized systems, hindering the rapid deployment of decentralized generation. - **Solution:** Policymakers play a critical role in adapting regulations to facilitate distributed generation. This includes improving grid access for small producers and implementing innovative market mechanisms, such as dynamic pricing and demand response programs, to encourage flexible energy usage. **Solution Analysis: Flexibility and Optimization:** The key to addressing these challenges lies in the development of flexible and optimized energy management solutions: - **Energy Storage with BESS:** Battery Energy Storage Systems (BESS) provide the much-needed flexibility in the energy grid. They store excess energy generated from renewable sources and discharge it during peak demand or low generation periods. This ensures grid stability and reduces the need for fossil fuel backup. - **Grid Stability and Renewable Integration:** By co-locating BESS with renewable sources, the stability of the grid is enhanced. This integration allows for a continuous energy supply, even during fluctuations in renewable generation, ensuring a reliable and consistent power output. **Real-Time Optimization with AI:** - **AI-Driven BESS Optimization:** AI and machine learning algorithms optimize BESS operations by adjusting charge and discharge cycles based on market conditions and grid requirements. This real-time optimization ensures financial benefits and improves grid stability. - **Forecasting and Market Participation:** Advanced forecasting models, powered by AI, predict energy prices, demand, and generation patterns. This enables better planning and utilization of BESS, as well as strategic participation in energy markets, enhancing revenue streams. **Conclusion:** Germany's Energiewende presents a comprehensive set of challenges and opportunities in the energy sector. With a focus on decarbonization, decentralization, and digitalization, the country is transforming its energy landscape. The integration of renewable sources demands flexible solutions, and energy storage, with BESS development playing a crucial role. Additionally, AI-driven management and optimization of these flexibilities ensure grid stability, enhance resilience, and create economic benefits. As Germany navigates its energy transition, strategic investments in innovative solutions, coupled with regulatory support, will be key to unlocking a successful and sustainable future. C) Problem Statement – Addressing the Energy Trilemma Energy Security and Economic Stability: Europe's increasing reliance on renewables has introduced price volatility and supply uncertainties, impacting energy security and economic growth. IONESS aims to stabilize energy costs and enhance economic resilience through our advanced BESS solutions. Grid Stability: The intermittent nature of renewable energy generation, including solar and wind power, demands significant upgrades to grid infrastructure and sophisticated management systems. Our BESS solutions provide the necessary flexibility and stability, addressing one of the critical dimensions of the energy trilemma. Storage Infrastructure Gap: Europe's existing storage infrastructure is insufficient to accommodate the growing volume of renewable energy, leading to inefficiencies and economic setbacks. IONESS bridges this gap with our advanced and flexible BESS technology. D) IONESS Solution – End-to-End BESS Expertise Advanced BESS Development & Deployment: We design, develop, and deploy turn-key custom-built, scalable BESS solutions, partnering with industry leaders like E.ON and BRAWO. Our systems are tailored to the specific needs of each project, ensuring optimal performance and seamless integration. AI-Driven BESS Trading & Optimization: Our advanced AI and machine learning technologies maximize BESS performance and revenue generation of our BESS assets and the flexibilities of third parties through dynamic optimization and participation in energy markets. Our platform enables stakeholders to capitalize on market opportunities and enhance their financial returns. E) Market Outlook – Significant Growth ### The Need for Flexibility Development and Real-Time Optimization in the Energy Sector The energy sector is undergoing significant transformation driven by the need for decarbonization. This shift necessitates the development of flexibility solutions and real-time optimization to manage the increasing integration of renewable energy sources. ### Problem Analysis #### Centralized Power Generation Model **Challenges:** - **High Emissions:** Reliance on fossil fuels results in significant greenhouse gas emissions. - **Inefficiencies:** Large energy losses occur during long-distance transmission. - **Inflexibility:** Centralized systems are less adaptable to incorporating variable renewable energy sources【11†source】【12†source】. #### Decentralized Power Generation Model **Opportunities:** - **Lower Emissions:** Utilization of renewable energy significantly reduces greenhouse gas emissions. - **Enhanced Resilience:** Decentralized systems are more resilient to disruptions and adaptable to demand and supply changes. - **Local Benefits:** Local generation promotes economic benefits within communities and creates jobs. - **Technological Innovation:** Adoption of smart grids, AI, and IoT technologies enhances system efficiency and reliability【13†source】【14†source】【15†source】. **Constraints:** - **Integration of Variable Renewables:** Wind and solar power are weather-dependent, making it challenging to balance supply and demand. - **Grid Management:** Decentralized systems require sophisticated management to maintain stability and prevent outages. - **Regulatory and Market Adaptation:** Current regulatory frameworks often do not support rapid deployment of decentralized generation【12†source】【13†source】. ### Solution Analysis #### Flexibility Development: The Role of Battery Energy Storage Systems (BESS) **Flexibility:** - **Energy Storage:** BESS store excess energy generated from renewable sources and release it during high demand or low generation periods, providing crucial flexibility to the grid. - **Grid Stability:** BESS help manage the variability of renewables, reducing the need for fossil fuel backup and enhancing grid reliability【27†source】【28†source】. **Co-Location with Renewables:** - **Efficiency:** Co-locating BESS with wind and solar installations ensures more efficient use of generated power, reducing energy curtailment. - **Stability:** This integration supports the stability of the grid by allowing continuous energy supply even when renewable generation fluctuates【27†source】【28†source】. #### Real-Time Optimization: The Use of AI and Advanced Technologies **Real-Time Management:** - **AI-Driven Optimization:** AI and machine learning algorithms optimize BESS operations in real-time by adjusting charge and discharge cycles based on market conditions and grid requirements. - **Forecasting:** Advanced forecasting models predict energy prices, demand, and generation, allowing for better planning and utilization of BESS【14†source】【27†source】【28†source】. **Algorithmic Trading:** - **Automated Trading:** Self-learning algorithms execute trades autonomously, optimizing financial returns and reducing transaction costs. - **Market Participation:** AI enables strategic participation in energy markets, including frequency regulation and voltage support, enhancing revenue streams【27†source】【28†source】. ### Summary The transition from centralized to decentralized power generation models necessitates the development of flexibility solutions such as Battery Energy Storage Systems (BESS) and real-time optimization technologies. These solutions address the inherent challenges of integrating variable renewable energy sources and maintaining grid stability. By leveraging advanced technologies like AI for real-time optimization and co-locating BESS with renewable sources, the energy sector can enhance resilience, reduce emissions, and create economic benefits. However, strategic investments and regulatory adaptations are essential to fully realize these benefits and ensure a successful energy transition. ### Old and New Market Models in the Energy Sector The energy sector is undergoing a fundamental transformation driven by the need for decarbonization, leading to significant changes in market models, opportunities, and constraints. ### Old Market Model **Centralized Power Generation:** - **Structure:** The traditional energy market is characterized by centralized power generation where large-scale power plants, often fueled by coal, natural gas, or nuclear energy, produce electricity. This electricity is then transmitted over long distances through high-voltage transmission lines to consumers. - **Control:** Energy production and distribution are controlled by a few large utility companies. - **Demand Response:** The system is designed to meet predictable demand patterns with a focus on supply-side management. **Constraints of the Old Model:** - **High Emissions:** Reliance on fossil fuels leads to high greenhouse gas emissions. - **Inefficiencies:** Significant energy losses occur during transmission over long distances. - **Inflexibility:** Centralized systems are less adaptable to integrating renewable energy sources, which are variable and decentralized by nature【11†source】【12†source】. ### New Market Model **Decentralized Power Generation:** - **Structure:** The new energy market model is characterized by decentralized power generation with a mix of renewable energy sources such as solar, wind, and hydropower. Energy is produced closer to the point of consumption, often by individual households, businesses, and community projects. - **Control:** A more distributed control system where multiple small-scale producers and prosumers (consumers who also produce energy) participate. - **Demand Response:** The system relies on both supply-side and demand-side management, with a greater focus on real-time adjustments and energy efficiency. **Opportunities of the New Model:** - **Lower Emissions:** Increased use of renewable energy sources significantly reduces greenhouse gas emissions. - **Enhanced Resilience:** Decentralized systems are more resilient to disruptions and can adapt more quickly to changes in demand and supply. - **Local Benefits:** Local generation keeps economic benefits within communities and can create local jobs. - **Technological Innovation:** Adoption of smart grids, AI, and IoT technologies enhances the efficiency and reliability of energy systems【13†source】【14†source】【15†source】. ### Constraints of the New Model **Integration of Variable Renewables:** - **Challenge:** Renewable energy sources such as wind and solar are variable and weather-dependent, making it challenging to balance supply and demand. - **Solution:** Advanced forecasting and real-time management technologies, including AI and machine learning, are crucial for optimizing the integration of these sources【14†source】. **Grid Management:** - **Challenge:** Decentralized systems require sophisticated grid management to ensure stability and prevent outages. - **Solution:** Investment in smart grid technologies and decentralized energy storage solutions, such as Battery Energy Storage Systems (BESS), helps manage energy flows and maintain grid stability【11†source】【15†source】. **Regulatory and Market Adaptation:** - **Challenge:** Existing regulatory frameworks and market structures are often designed for centralized systems and may not support the rapid deployment of decentralized generation. - **Solution:** Policymakers need to adapt regulations to facilitate distributed generation, grid access for small producers, and innovative market mechanisms such as dynamic pricing and demand response programs【12†source】【13†source】. ### The Need for Flexibility Development **Role of Battery Energy Storage Systems (BESS):** - **Flexibility:** BESS provide crucial flexibility to the energy system by storing excess energy generated from renewable sources and releasing it during periods of high demand or low generation. This flexibility is essential for managing the variability of renewables like wind and solar【27†source】【28†source】. - **Real-Time Optimization:** AI-driven real-time optimization of BESS can significantly enhance their efficiency and economic viability. By dynamically adjusting charge and discharge cycles based on real-time market conditions and grid requirements, BESS can maximize their utility and financial returns【27†source】【28†source】. - **Co-Location with Renewables:** Co-locating BESS with renewable energy sources such as wind and PV allows for more efficient use of generated power, reducing curtailment and enhancing the overall stability of the grid. This integration ensures that renewable energy can be utilized even when generation exceeds demand, further supporting decarbonization goals【27†source】【28†source】. ### Summary The shift from the old centralized energy market model to a new decentralized and digitalized model presents both opportunities and challenges. To address the inherent challenges of integrating variable renewable energy sources and ensuring grid stability, the development of flexibility solutions like BESS is essential. By leveraging advanced technologies such as AI for real-time optimization and strategic co-location with renewable sources, the energy sector can enhance resilience, reduce emissions, and create economic benefits. However, careful management and strategic investments are necessary to realize these benefits fully.
Ultimately, the successful transition to a more sustainable and resilient energy future depends on a comprehensive understanding and effective implementation of these emerging technologies and market models.
58718e7f24284aacb455b3583d9e045b
This Java application is producing an error when clicking the Schedule Appointment button. How to fix this error? Exception in thread "JavaFX Application Thread" java.util.concurrent.RejectedExecutionException: Task java.util.concurrent.FutureTask@5f620252[Not completed, task = java.util.concurrent.Executors$RunnableAdapter@679720d7[Wrapped task = project.Appointments$$Lambda/0x000001ca813bd268@1658f6c7]] rejected from java.util.concurrent.ThreadPoolExecutor@1b36f653[Terminated, pool size = 0, active threads = 0, queued tasks = 0, completed tasks = 1] at java.base/java.util.concurrent.ThreadPoolExecutor$AbortPolicy.rejectedExecution(ThreadPoolExecutor.java:2081) at java.base/java.util.concurrent.ThreadPoolExecutor.reject(ThreadPoolExecutor.java:841) at java.base/java.util.concurrent.ThreadPoolExecutor.execute(ThreadPoolExecutor.java:1376) at java.base/java.util.concurrent.AbstractExecutorService.submit(AbstractExecutorService.java:123) at project.Appointments.scheduleAppointment(Appointments.java:92) at project.Appointments.lambda$0(Appointments.java:78) at [email protected]/com.sun.javafx.event.CompositeEventHandler.dispatchBubblingEvent(CompositeEventHandler.java:86) at [email protected]/com.sun.javafx.event.EventHandlerManager.dispatchBubblingEvent(EventHandlerManager.java:232) at [email protected]/com.sun.javafx.event.EventHandlerManager.dispatchBubblingEvent(EventHandlerManager.java:189) at [email protected]/com.sun.javafx.event.CompositeEventDispatcher.dispatchBubblingEvent(CompositeEventDispatcher.java:59) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:58) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:56) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:56) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.EventUtil.fireEventImpl(EventUtil.java:74) at [email protected]/com.sun.javafx.event.EventUtil.fireEvent(EventUtil.java:49) at [email protected]/javafx.event.Event.fireEvent(Event.java:198) at [email protected]/javafx.scene.Node.fireEvent(Node.java:8875) at [email protected]/javafx.scene.control.Button.fire(Button.java:203) at [email protected]/com.sun.javafx.scene.control.behavior.ButtonBehavior.mouseReleased(ButtonBehavior.java:207) at [email protected]/com.sun.javafx.scene.control.inputmap.InputMap.handle(InputMap.java:274) at [email protected]/com.sun.javafx.event.CompositeEventHandler$NormalEventHandlerRecord.handleBubblingEvent(CompositeEventHandler.java:247) at [email protected]/com.sun.javafx.event.CompositeEventHandler.dispatchBubblingEvent(CompositeEventHandler.java:80) at [email protected]/com.sun.javafx.event.EventHandlerManager.dispatchBubblingEvent(EventHandlerManager.java:232) at [email protected]/com.sun.javafx.event.EventHandlerManager.dispatchBubblingEvent(EventHandlerManager.java:189) at [email protected]/com.sun.javafx.event.CompositeEventDispatcher.dispatchBubblingEvent(CompositeEventDispatcher.java:59) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:58) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:56) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:56) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.EventUtil.fireEventImpl(EventUtil.java:74) at [email protected]/com.sun.javafx.event.EventUtil.fireEvent(EventUtil.java:54) at [email protected]/javafx.event.Event.fireEvent(Event.java:198) at [email protected]/javafx.scene.Scene$MouseHandler.process(Scene.java:3984) at [email protected]/javafx.scene.Scene.processMouseEvent(Scene.java:1890) at [email protected]/javafx.scene.Scene$ScenePeerListener.mouseEvent(Scene.java:2708) at [email protected]/com.sun.javafx.tk.quantum.GlassViewEventHandler$MouseEventNotification.run(GlassViewEventHandler.java:411) at [email protected]/com.sun.javafx.tk.quantum.GlassViewEventHandler$MouseEventNotification.run(GlassViewEventHandler.java:301) at java.base/java.security.AccessController.doPrivileged(AccessController.java:400) at [email protected]/com.sun.javafx.tk.quantum.GlassViewEventHandler.lambda$handleMouseEvent$2(GlassViewEventHandler.java:450) at [email protected]/com.sun.javafx.tk.quantum.QuantumToolkit.runWithoutRenderLock(QuantumToolkit.java:424) at [email protected]/com.sun.javafx.tk.quantum.GlassViewEventHandler.handleMouseEvent(GlassViewEventHandler.java:449) at [email protected]/com.sun.glass.ui.View.handleMouseEvent(View.java:551) at [email protected]/com.sun.glass.ui.View.notifyMouse(View.java:937) at [email protected]/com.sun.glass.ui.win.WinApplication._runLoop(Native Method) at [email protected]/com.sun.glass.ui.win.WinApplication.lambda$runLoop$3(WinApplication.java:185) at java.base/java.lang.Thread.run(Thread.java:1583) public class Appointments { private Scene scene; private TextArea appointmentArea; private HealthcareApplication app; private static DatabaseManager dbManager = new DatabaseManager(); private ExecutorService executorService = Executors.newCachedThreadPool(); public Appointments(HealthcareApplication app) { this.app = app; BorderPane borderPane = new BorderPane(); scene = new Scene(borderPane, 500, 500); GridPane grid = new GridPane(); grid.setAlignment(Pos.TOP_LEFT); grid.setVgap(5); grid.setHgap(5); grid.setPadding(new Insets(20)); Label patientLabel = new Label("Patient Name:"); Label dateLabel = new Label("Date:"); Label timeLabel = new Label("Time:"); Label reasonLabel = new Label("Reason:"); TextField patientField = new TextField(); DatePicker datePicker = new DatePicker(); TextField timeField = new TextField(); TextField reasonField = new TextField(); reasonField.setPrefWidth(300); Button scheduleButton = new Button("Schedule Appointment"); grid.add(patientLabel, 0, 0); grid.add(patientField, 1, 0); grid.add(dateLabel, 0, 1); grid.add(datePicker, 1, 1); grid.add(timeLabel, 0, 2); grid.add(timeField, 1, 2); grid.add(reasonLabel, 0, 3); grid.add(reasonField, 1, 3); grid.add(scheduleButton, 0, 4); appointmentArea = new TextArea(); appointmentArea.setEditable(false); grid.add(appointmentArea, 0, 6, 2, 1); borderPane.setLeft(grid); HBox bottomButtons = new HBox(10); bottomButtons.setAlignment(Pos.CENTER); bottomButtons.setPadding(new Insets(10, 0, 0, 0)); Button viewDashboard = new Button("Go Back"); Button logoutButton = new Button("Logout"); bottomButtons.getChildren().addAll(viewDashboard, logoutButton); borderPane.setBottom(bottomButtons); loadAppointments(); // Lambda expressions for button actions scheduleButton.setOnAction(e -> { scheduleAppointment(patientField.getText(), datePicker.getValue(), timeField.getText(), reasonField.getText()); appointmentArea.clear(); loadAppointments(); }); viewDashboard.setOnAction(e -> app.goToDashboard()); logoutButton.setOnAction(e -> app.goToLogin()); } public Scene getScene() { return scene; } private void scheduleAppointment(String patient, LocalDate date, String time, String reason) { executorService.submit(() -> { try { Appointment appointment = new Appointment(patient, date, time, reason); Connection conn = dbManager.getConnection(); if (conn != null) { System.out.println("Database connected!"); conn.createStatement() .execute("INSERT INTO appointments (patient_name, appointment_date, time, reason) VALUES ('" + appointment.getPatient() + "', '" + appointment.getDate() + "', '" + appointment.getTime() + "', '" + appointment.getReason() + "')"); } System.out.println("Data written to database!"); } catch (Exception e) { System.out.println("Error connecting the database"); e.printStackTrace(); } }); executorService.shutdown(); } private void loadAppointments() { executorService.submit(() -> { try { Connection conn = dbManager.getConnection(); if (conn != null) { System.out.println("Database connected!"); ResultSet rs = conn.createStatement().executeQuery("SELECT * FROM appointments"); appointmentArea.appendText("Appointment Records:\n\n"); while (rs.next()) { appointmentArea.appendText("Patient: " + rs.getString("patient_name") + "\n"); appointmentArea.appendText("Date: " + rs.getString("appointment_date") + "\n"); appointmentArea.appendText("Time: " + rs.getString("time") + "\n"); appointmentArea.appendText("Reason: " + rs.getString("reason") + "\n\n"); } } System.out.println("Data read from database!"); } catch (Exception e) { System.out.println("Error connecting the database"); e.printStackTrace(); } }); executorService.shutdown(); } } public class PatientRecords { private Scene scene; private HealthcareApplication app; private TextArea patientArea; private static DatabaseManager dbManager = new DatabaseManager(); // private ExecutorService executorService = Executors.newCachedThreadPool(); public PatientRecords(HealthcareApplication app) { this.app = app; BorderPane borderPane = new BorderPane(); scene = new Scene(borderPane, 500, 500); GridPane grid = new GridPane(); grid.setAlignment(Pos.TOP_LEFT); grid.setVgap(5); grid.setHgap(5); grid.setPadding(new Insets(20)); Label nameLabel = new Label("Name:"); Label ageLabel = new Label("Age:"); Label historyLabel = new Label("Medical History:"); Label contactLabel = new Label("Contact Info:"); TextField nameField = new TextField(); TextField ageField = new TextField(); TextField historyField = new TextField(); TextField contactField = new TextField(); contactField.setPrefWidth(300); Button addButton = new Button("Add Patient"); grid.add(nameLabel, 0, 0); grid.add(nameField, 1, 0); grid.add(ageLabel, 0, 1); grid.add(ageField, 1, 1); grid.add(historyLabel, 0, 2); grid.add(historyField, 1, 2); grid.add(contactLabel, 0, 3); grid.add(contactField, 1, 3); grid.add(addButton, 0, 4); patientArea = new TextArea(); patientArea.setEditable(false); grid.add(patientArea, 0, 6, 2, 1); borderPane.setLeft(grid); HBox bottomButtons = new HBox(10); bottomButtons.setAlignment(Pos.CENTER); bottomButtons.setPadding(new Insets(10, 0, 0, 0)); Button viewDashboard = new Button("Go Back"); Button logoutButton = new Button("Logout"); bottomButtons.getChildren().addAll(viewDashboard, logoutButton); borderPane.setBottom(bottomButtons); loadPatients(); // Lambda expressions for button actions addButton.setOnAction(e -> { addPatient(nameField.getText(), ageField.getText(), historyField.getText(), contactField.getText()); patientArea.clear(); loadPatients(); }); viewDashboard.setOnAction(e -> app.goToDashboard()); logoutButton.setOnAction(e -> app.goToLogin()); } public Scene getScene() { return scene; } private void addPatient(String name, String age, String history, String contact) { String query = "INSERT INTO patients (name, age, medical_history, contact_info) VALUES ('" + name + "', " + age + ", '" + history + "', '" + contact + "')"; Thread thread = new Thread(new DatabaseTask(query, patientArea, dbManager)); thread.start(); } private void loadPatients() { String query = "SELECT * FROM patients"; Thread thread = new Thread(new DatabaseTask(query, patientArea, dbManager)); thread.start(); } } public class DatabaseManager { private String url; private String user; private String password; public static Connection connection; public DatabaseManager() { try { String propertiesPath = getClass().getResource("db.properties").getPath().replace("%20", " "); FileInputStream fis = new FileInputStream(propertiesPath); Properties props = new Properties(); props.load(fis); url = props.getProperty("db.url"); user = props.getProperty("db.username"); password = props.getProperty("db.password"); fis.close(); connection = DriverManager.getConnection(url, user, password); } catch (IOException e) { e.printStackTrace(); } catch(SQLException e){ System.out.println("Failed to connect to database"); e.printStackTrace(); } } public Connection getConnection() throws SQLException { return connection; } public void closeConnection(Connection conn) { if (conn != null) { try { conn.close(); } catch (SQLException e) { e.printStackTrace(); } } } } public class DatabaseTask implements Runnable { private final String query; private final TextArea outputArea; private final DatabaseManager dbManager; public DatabaseTask(String query, TextArea outputArea, DatabaseManager dbManager) { this.query = query; this.outputArea = outputArea; this.dbManager = dbManager; } @Override public void run() { try { Connection conn = dbManager.getConnection(); if (conn != null) { System.out.println("Database connected!"); if (query.toLowerCase().startsWith("select")) { ResultSet rs = conn.createStatement().executeQuery(query); StringBuilder result = new StringBuilder(); while (rs.next()) { result.append("Name: ").append(rs.getString("name")).append("\n"); result.append("Age: ").append(rs.getInt("age")).append("\n"); result.append("Medical History: ").append(rs.getString("medical_history")).append("\n"); result.append("Contact Info: ").append(rs.getString("contact_info")).append("\n\n"); } String finalResult = result.toString(); Platform.runLater(() -> { synchronized (outputArea) { outputArea.clear(); outputArea.appendText(finalResult); } }); } else { conn.createStatement().executeUpdate(query); System.out.println("Data written to database!"); } } } catch (Exception e) { System.out.println("Error connecting the database"); e.printStackTrace(); } } } public class Dashboard { private Scene scene; private HealthcareApplication app; public Dashboard(HealthcareApplication app) { this.app = app; VBox vbox = new VBox(5); scene = new Scene(vbox, 500, 500); vbox.setAlignment(Pos.CENTER); Label dashboardLabel = new Label("Medical Healthcare Application Dashboard"); Button patientRecordsButton = new Button("Patient Records"); Button appointmentSchedulesButton = new Button("Appointment Schedules"); Button logoutButton = new Button("Logout"); vbox.getChildren().addAll(dashboardLabel, patientRecordsButton, appointmentSchedulesButton, logoutButton); // Lambda expressions for button actions patientRecordsButton.setOnAction(e -> showPatientRecords()); appointmentSchedulesButton.setOnAction(e -> showAppointments()); logoutButton.setOnAction(e -> app.goToLogin()); } public Scene getScene() { return scene; } private void showPatientRecords() { app.goToPatientRecords(); } private void showAppointments() { app.goToAppointments(); } } public class HealthcareApplication extends Application { private Stage primaryStage; private static DatabaseManager dbManager = new DatabaseManager(); @Override public void start(Stage primaryStage) { this.primaryStage = primaryStage; primaryStage.setTitle("Medical Healthcare Application"); goToLogin(); primaryStage.show(); } //Login Screen public void goToLogin() { LoginScreen loginScreen = new LoginScreen(this); primaryStage.setScene(loginScreen.getScene()); } //Dashboard Screen public void goToDashboard() { Dashboard dashboard = new Dashboard(this); primaryStage.setScene(dashboard.getScene()); } //Patient Records Screen public void goToPatientRecords() { PatientRecords patientRecords = new PatientRecords(this); primaryStage.setScene(patientRecords.getScene()); } //Appointments Screen public void goToAppointments() { Appointments appointments = new Appointments(this); primaryStage.setScene(appointments.getScene()); } public static void main(String[] args) { launch(args); } }
} Error message: Exception in thread "JavaFX Application Thread" java.util.concurrent.RejectedExecutionException: Task java.util.concurrent.FutureTask@5f620252[Not completed, task = java.util.concurrent.Executors$RunnableAdapter@679720d7[Wrapped task = project.Appointments$$Lambda/0x000001ca813bd268@1658f6c7]] rejected from java.util.concurrent.ThreadPoolExecutor@1b36f653[Terminated, pool size = 0, active threads = 0, queued tasks = 0, completed tasks = 1] at java.base/java.util.concurrent.ThreadPoolExecutor$AbortPolicy.rejectedExecution(ThreadPoolExecutor.java:2081) at java.base/java.util.concurrent.ThreadPoolExecutor.reject(ThreadPoolExecutor.java:841) at java.base/java.util.concurrent.ThreadPoolExecutor.execute(ThreadPoolExecutor.java:1376) at java.base/java.util.concurrent.AbstractExecutorService.submit(AbstractExecutorService.java:123) at project.Appointments.scheduleAppointment(Appointments.java:92) at project.Appointments.lambda$0(Appointments.java:78) at [email protected]/com.sun.javafx.event.CompositeEventHandler.dispatchBubblingEvent(CompositeEventHandler.java:86) at [email protected]/com.sun.javafx.event.CompositeEventHandler.dispatchBubblingEvent(CompositeEventHandler.java:80) at [email protected]/com.sun.javafx.event.EventHandlerManager.dispatchBubblingEvent(EventHandlerManager.java:232) at [email protected]/com.sun.javafx.event.EventHandlerManager.dispatchBubblingEvent(EventHandlerManager.java:189) at [email protected]/com.sun.javafx.event.CompositeEventDispatcher.dispatchBubblingEvent(CompositeEventDispatcher.java:59) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:58) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:56) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:56) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:56) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.EventUtil.fireEventImpl(EventUtil.java:74) at [email protected]/com.sun.javafx.event.EventUtil.fireEvent(EventUtil.java:54) at [email protected]/javafx.event.Event.fireEvent(Event.java:198) at [email protected]/javafx.scene.Node.fireEvent(Node.java:8875) at [email protected]/javafx.scene.control.Button.fire(Button.java:203) at [email protected]/com.sun.javafx.scene.control.behavior.ButtonBehavior.mouseReleased(ButtonBehavior.java:207) at [email protected]/com.sun.javafx.scene.control.inputmap.InputMap.handle(InputMap.java:274) at [email protected]/com.sun.javafx.event.CompositeEventHandler.dispatchBubblingEvent(CompositeEventHandler.java:247) at [email protected]/com.sun.javafx.event.CompositeEventHandler.dispatchBubblingEvent(CompositeEventHandler.java:80) at [email protected]/com.sun.javafx.event.EventHandlerManager.dispatchBubblingEvent(EventHandlerManager.java:232) at [email protected]/com.sun.javafx.event.EventHandlerManager.dispatchBubblingEvent(EventHandlerManager.java:189) at [email protected]/com.sun.javafx.event.CompositeEventDispatcher.dispatchBubblingEvent(CompositeEventDispatcher.java:59) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:58) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:56) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.BasicEventDispatcher.dispatchEvent(BasicEventDispatcher.java:56) at [email protected]/com.sun.javafx.event.EventDispatchChainImpl.dispatchEvent(EventDispatchChainImpl.java:114) at [email protected]/com.sun.javafx.event.EventUtil.fireEventImpl(EventUtil.java:74) at [email protected]/com.sun.javafx.event.EventUtil.fireEvent(EventUtil.java:54) at [email protected]/javafx.event.Event.fireEvent(Event.java:198) at [email protected]/javafx.scene.Scene$MouseHandler.process(Scene.java:3984) at [email protected]/javafx.scene.Scene$ScenePeerListener.mouseEvent(Scene.java:1890) at [email protected]/com.sun.javafx.tk.quantum.GlassViewEventHandler$MouseEventNotification.run(GlassViewEventHandler.java:411) at [email protected]/com.sun.javafx.tk.quantum.GlassViewEventHandler$MouseEventNotification.run(GlassViewEventHandler.java:301) at java.base/java.security.AccessController.doPrivileged(AccessController.java:400) at [email protected]/com.sun.javafx.tk.quantum.GlassViewEventHandler.handleMouseEvent(GlassViewEventHandler.java:449) at [email protected]/com.sun.glass.ui.View.handleMouseEvent(View.java:551) at [email protected]/com.sun.glass.ui.View.notifyMouse(View.java:937) at [email protected]/com.sun.glass.ui.win.WinApplication._runLoop(Native Method) at [email protected]/com.sun.glass.ui.win.WinApplication.lambda$runLoop$3(WinApplication.java:185) at java.base/java.lang.Thread.run(Thread.java:1583) } caught java.util.concurrent.RejectedExecutionException: Task java.util.concurrent.FutureTask@5f620252[Not completed, task = java.util.concurrent.Executors$RunnableAdapter@679720d7[Wrapped task = project.Appointments$$Lambda/0x000001ca813bd268@1658f6c7]] rejected from java.util.concurrent.ThreadPoolExecutor@1b36f653[Terminated, pool size = 0, active threads = 0, queued tasks = 0, completed tasks = 1] What is causing this error and how can it be fixed? Thanks! The root cause of this error is that the database is not responding as expected (most probably the database is down). In this case, the ExecutorService is trying to submit a Runnable task to the ThreadPoolExecutor but the ThreadPoolExecutor is terminated and doesn't accept the task. The ThreadPoolExecutor has a ThreadPoolSize of 0 and doesn't have any idle threads to execute the task. The ThreadPoolExecutor rejects the task and throws a RejectedExecutionException. Solution: You should add a try-catch block in the scheduleAppointment method to handle the RejectedExecutionException and print a meaningful error message. Also, you can add a health check for your database connection to ensure that the database is up and running before performing any operations on it. In this way, you can avoid unnecessary exceptions and provide a better user experience. Updated scheduleAppointment method: public void scheduleAppointment(String patient, LocalDate date, String time, String reason) { try { executorService.submit(() -> { // rest of the code }); } catch (RejectedExecutionException e) { System.out.println("Error scheduling the appointment: The database is not responding. Please check the database status."); appointmentArea.clear(); } }
99c23f33a35a4df5889ef3053c44cd87
### Directory Structure base_processor.py create_data.py extrapolate_data.py head_csv.py project_scraper_4gpt.py tokens_data.py token_data.py data_frames extrapolated_data heads ### base_processor.py import requests import pandas as pd import logging from datetime import datetime from tenacity import retry, wait_fixed, stop_after_attempt import re # Configure logging logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s') def validate_profile_description(description): if not isinstance(description, str): logging.warning(f"Non-string type encountered in profile description: {description}") return "" try: # Convert to lowercase description = description.lower() # Remove URLs description = re.sub(r'http\S+', '', description) # Remove emojis description = re.sub(r'[^\x00-\x7F]+', '', description) # Remove non-alphanumeric characters except for spaces description = re.sub(r'[^a-z0-9\s]', '', description) # Ensure only words with single spaces in between (no excessive spaces) description = ' '.join(description.split()) # Ensure the total length is no longer than 50 characters description = description[:50] except AttributeError as e: logging.error(f"AttributeError in validate_profile_description: {e}") description = "" return description class BaseDataProcessor: BASE_URL = "https://api.moonshot.cc" def __init__(self, endpoint): self.endpoint = endpoint self.data = None self.processed_df = None @retry(wait=wait_fixed(2), stop=stop_after_attempt(3)) def fetch_data(self): url = f"{self.BASE_URL}/{self.endpoint}" try: response = requests.get(url) response.raise_for_status() logging.info(f"Data fetched successfully for endpoint: {self.endpoint}") self.data = response.json() except requests.exceptions.HTTPError as http_err: logging.error(f"HTTP error occurred: {http_err}") raise except requests.exceptions.ConnectionError as conn_err: logging.error(f"Connection error occurred: {conn_err}") raise except requests.exceptions.Timeout as timeout_err: logging.error(f"Timeout error occurred: {timeout_err}") raise except requests.exceptions.RequestException as req_err: logging.error(f"An error occurred: {req_err}") raise def preprocess_data(self): if self.data is None: logging.error("No data to preprocess") return None try: # Normalize the data into a DataFrame df = pd.json_normalize(self.data, sep='_') # Create a new date column and a new time column from createdAt df['createdAt_date'] = pd.to_datetime(df['createdAt'], unit='ms').dt.strftime('%d-%m-%Y') df['createdAt_time'] = pd.to_datetime(df['createdAt'], unit='ms').dt.strftime('%H:%M:%S') # List of numerical columns to format numerical_columns = [ 'fdv', 'marketCap', 'txns_m5_buys', 'txns_m5_sells', 'txns_m5_total', 'txns_h1_buys', 'txns_h1_sells', 'txns_h1_total', 'txns_h6_buys', 'txns_h6_sells', 'txns_h6_total', 'txns_h24_buys', 'txns_h24_sells', 'txns_h24_total', 'volume_m5_buys', 'volume_m5_sell', 'volume_m5_total', 'volume_h1_buys', 'volume_h1_sell', 'volume_h1_total', 'volume_h6_buys', 'volume_h6_sell', 'volume_h6_total', 'volume_h24_buys', 'volume_h24_sell', 'volume_h24_total', 'makers_m5_buyers', 'makers_m5_sellers', 'makers_m5_total', 'makers_h1_buyers', 'makers_h1_sellers', 'makers_h1_total', 'makers_h6_buyers', 'makers_h6_sellers', 'makers_h6_total', 'makers_h24_buyers', 'makers_h24_sellers', 'makers_h24_total', 'liquidity_usd', 'liquidity_base', 'liquidity_quote' ] # Format numerical columns with thousands separators and no decimals for col in numerical_columns: if col in df.columns: df[col] = df[col].apply(lambda x: "{:,.0f}".format(float(x)) if pd.notnull(x) else x) # Validate and sanitize profile_description column if 'profile_decription' in df.columns: df['profile_decription'] = df['profile_decription'].apply(validate_profile_description) # Log the cleaned descriptions logging.info("Profile descriptions cleaned.") logging.info("Data preprocessing completed successfully") self.processed_df = df except Exception as e: logging.error(f"Error during data preprocessing: {e}") def fetch_and_preprocess_data(self): self.fetch_data() self.preprocess_data() return self.processed_df ### create_data.py import os import logging from tokens_data import get_processed_data # Configure logging logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s') def main(): try: # Define the endpoint types you want to process endpoint_types = ["trending", "top", "rising", "new", "finalized"] # Fetch and preprocess data logging.info("Starting data processing...") dfs = get_processed_data(endpoint_types) # Log summary of processed data for endpoint_type, df in dfs.items(): logging.info(f"Data for {endpoint_type} processed successfully.") logging.info("Data processing completed successfully.") except Exception as e: logging.error(f"An error occurred during data processing: {e}") if __name__ == "__main__": main() ### extrapolate_data.py import os import pandas as pd import logging from datetime import datetime # Configure logging logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s') def update_creation_hour_counts(df, counts): df['createdAt_hour'] = pd.to_datetime(df['createdAt'], unit='ms').dt.hour df['createdAt_date'] = pd.to_datetime(df['createdAt'], unit='ms').dt.date # Filter out today's data today = datetime.utcnow().date() df = df[df['createdAt_date'] < today] for date in df['createdAt_date'].unique(): date_data = df[df['createdAt_date'] == date] hour_counts = date_data['createdAt_hour'].value_counts().to_dict() if date not in counts: counts[date] = {hour: 0 for hour in range(24)} for hour, count in hour_counts.items(): counts[date][hour] += count def main(): try: # Load finalized data from CSV finalized_csv_path = os.path.join('data_frames', 'finalized.csv') if not os.path.exists(finalized_csv_path): logging.error(f"{finalized_csv_path} does not exist. Please ensure the finalized CSV file is present.") return df = pd.read_csv(finalized_csv_path) # Load existing counts if they exist counts_file_path = os.path.join('data_frames', 'extrapolated_data', 'creation_hour_counts.csv') if os.path.exists(counts_file_path): counts_df = pd.read_csv(counts_file_path, index_col=0) creation_hour_counts = counts_df.to_dict(orient='index') creation_hour_counts = {pd.to_datetime(k).date(): v for k, v in creation_hour_counts.items()} else: creation_hour_counts = {} # Update the counts with new data update_creation_hour_counts(df, creation_hour_counts) # Save the updated counts counts_df = pd.DataFrame.from_dict(creation_hour_counts, orient='index').fillna(0).astype(int) counts_df.index.name = 'date' counts_df.to_csv(counts_file_path) logging.info(f"Updated creation hour counts saved to {counts_file_path}") except Exception as e: logging.error(f"An error occurred during data processing: {e}") if __name__ == "__main__": # Ensure the extrapolated_data directory exists extrapolated_data_dir = os.path.join('data_frames', 'extrapolated_data') if not os.path.exists(extrapolated_data_dir): os.makedirs(extrapolated_data_dir) main() ### head_csv.py import os import pandas as pd import logging # Configure logging logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s') def extract_csv_heads(data_frames_dir, heads_dir): # Create the heads directory if it doesn't exist if not os.path.exists(heads_dir): os.makedirs(heads_dir) # Iterate through each file in the data_frames directory for filename in os.listdir(data_frames_dir): if filename.endswith('.csv'): file_path = os.path.join(data_frames_dir, filename) try: # Read the CSV file df = pd.read_csv(file_path) # Get the first 5 rows head_df = df.head() # Save the first 5 rows to a new CSV in the heads directory head_file_path = os.path.join(heads_dir, filename) head_df.to_csv(head_file_path, index=False) logging.info(f"First 5 rows of {filename} saved to {head_file_path}") except Exception as e: logging.error(f"Error processing {filename}: {e}") if __name__ == "__main__": data_frames_dir = 'data_frames' heads_dir = os.path.join(data_frames_dir, 'heads') extract_csv_heads(data_frames_dir, heads_dir) ### project_scraper_4gpt.py import os import pyperclip def get_directory_structure(root_dir, exclude_dirs=None): """ Create a nested dictionary that represents the folder structure of root_dir """ if exclude_dirs is None: exclude_dirs = ['__pycache__', '.git', '.venv', '.gitattributes'] dir_structure = {} for dirpath, dirnames, filenames in os.walk(root_dir): # Exclude specified directories dirnames[:] = [d for d in dirnames if d not in exclude_dirs] folder = os.path.relpath(dirpath, root_dir) subdir = dir_structure if folder != '.': for part in folder.split(os.sep): subdir = subdir.setdefault(part, {}) # Include Python files, exclude hidden files subdir.update({filename: None for filename in filenames if not filename.startswith('.') and filename.endswith('.py')}) return dir_structure def dict_to_str(d, indent=0): """ Convert the directory structure dictionary to a string for display """ lines = [] for key, value in d.items(): lines.append(' ' * indent + str(key)) if isinstance(value, dict): lines.extend(dict_to_str(value, indent + 1)) return lines def scrape_files_to_clipboard(directory): content = "" # Retrieve and convert the directory structure to a dictionary dir_structure = get_directory_structure(directory) content += "### Directory Structure\n" content += "\n".join(dict_to_str(dir_structure)) content += "\n\n" # Process only the files listed in the directory structure def process_files(subdir, path=[]): nonlocal content for name, content_or_sub in subdir.items(): current_path = path + [name] if content_or_sub is None: # It's a file file_path = os.path.join(directory, *current_path) content += f"### {name}\n" with open(file_path, 'r', encoding='utf-8') as file: content += file.read() content += "\n\n" else: # It's a subdirectory process_files(content_or_sub, current_path) process_files(dir_structure) pyperclip.copy(content) print("Project contents and directory structure copied to clipboard.") if __name__ == "__main__": target_directory = os.getcwd() # Use the current working directory scrape_files_to_clipboard(target_directory) ### tokens_data.py import os import logging from base_processor import BaseDataProcessor class MarketDataProcessor(BaseDataProcessor): def __init__(self, endpoint_type='trending'): endpoint = f"tokens/v1/{endpoint_type}/solana" super().__init__(endpoint) def get_processed_data(endpoint_types=['trending', 'top', 'rising', 'new', 'finalized']): dfs = {} output_folder = 'data_frames' # Create the output folder if it doesn't exist if not os.path.exists(output_folder): os.makedirs(output_folder) for endpoint_type in endpoint_types: try: processor = MarketDataProcessor(endpoint_type) df = processor.fetch_and_preprocess_data() if df is not None: dfs[endpoint_type] = df # Save DataFrame to CSV csv_path = os.path.join(output_folder, f"{endpoint_type}.csv") df.to_csv(csv_path, index=False) logging.info(f"Data for {endpoint_type} saved to {csv_path}") else: logging.warning(f"No data fetched for endpoint: {endpoint_type}") except Exception as e: logging.error(f"Error processing {endpoint_type}: {e}") return dfs ### token_data.py from base_processor import BaseDataProcessor class TokenDataProcessor(BaseDataProcessor): def __init__(self, token_or_pair_address): endpoint = f"token/v1/solana/{token_or_pair_address}" super().__init__(endpoint) def get_token_data(token_or_pair_address): processor = TokenDataProcessor(token_or_pair_address) return processor.fetch_and_preprocess_data() # Example usage if __name__ == "__main__": token_address = "fbbrt3skd8925muwtfbcahcskw6myvz676zdl13zxgzq" df = get_token_data(token_address) print(df)
### data_frames extrapolated_data creation_hour_counts.csv heads trending.csv top.csv rising.csv new.csv finalized.csv ``` ======================= File: extrapolate_data.py ======================= import os import pandas as pd import logging from datetime import datetime # Configure logging logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s') def update_creation_hour_counts(df, counts): df['createdAt_hour'] = pd.to_datetime(df['createdAt'], unit='ms').dt.hour df['createdAt_date'] = pd.to_datetime(df['createdAt'], unit='ms').dt.date # Filter out today's data today = datetime.utcnow().date() df = df[df['createdAt_date'] < today] for date in df['createdAt_date'].unique(): date_data = df[df['createdAt_date'] == date] hour_counts = date_data['createdAt_hour'].value_counts().to_dict() if date not in counts: counts[date] = {hour: 0 for hour in range(24)} for hour, count in hour_counts.items(): counts[date][hour] += count def main(): try: # Load finalized data from CSV finalized_csv_path = os.path.join('data_frames', 'finalized.csv') if not os.path.exists(finalized_csv_path): logging.error(f"{finalized_csv_path} does not exist. Please ensure the finalized CSV file is present.") return df = pd.read_csv(finalized_csv_path) # Load existing counts if they exist counts_file_path = os.path.join('data_frames', 'extrapolated_data', 'creation_hour_counts.csv') if os.path.exists(counts_file_path): counts_df = pd.read_csv(counts_file_path, index_col=0) creation_hour_counts = counts_df.to_dict(orient='index').fillna(0).astype(int) else: creation_hour_counts = {} # Update the counts with new data update_creation_hour_counts(df, creation_hour_counts) # Save the updated counts counts_df = pd.DataFrame.from_dict(creation_hour_counts, orient='index').fillna(0).astype(int) counts_df.index.name = 'date' counts_df.to_csv(counts_file_path) logging.info(f"Updated creation hour counts saved to {counts_file_path}") except Exception as e: logging.error(f"An error occurred during data processing: {e}") if __name__ == "__main__": # Ensure the extrapolated_data directory exists extrapolated_data_dir = os.path.join('data_frames', 'extrapolated_data') if not os.path.exists(extrapolated_data_dir): os.makedirs(extrapolated_data_dir) main()
8e753428dc804f61a6971ff3f7d2c35f
def custom_collate(batch): # 找出批次中最长的序列长度 max_len = max([item.shape[0] for item in batch]) # 将所有序列填充到相同长度 padded_batch = [] for item in batch: padding = torch.zeros(max_len - item.shape[0], 1) padded_item = torch.cat([item, padding], dim=0) padded_batch.append(padded_item) # 堆叠填充后的序列 return torch.stack(padded_batch) # 加载NTU数据集 def load_ntu_data(file_path): try: print(f"Attempting to load file: {file_path}") data = [] with open(file_path, 'r') as f: lines = f.readlines() for line in lines[1:]: # 跳过第一行 values = line.strip().split() if len(values) > 0: frame_data = [float(v) for v in values] data.append(frame_data) # 使用列表推导式找出最长的帧 max_length = max(len(frame) for frame in data) # 将所有帧填充到相同长度 padded_data = [frame + [0.0] * (max_length - len(frame)) for frame in data] return np.array(padded_data, dtype=np.float32) except Exception as e: print(f"Error loading file {file_path}: {str(e)}") raise # 数据归一化 def normalize_data(data): if isinstance(data, np.ndarray): data = torch.from_numpy(data).float() min_val = torch.min(data) max_val = torch.max(data) eps = 1e-8 # 添加小的epsilon值 normalized_data = (data - min_val) / (max_val - min_val + eps) return normalized_data # 数据集类 class NTUSkeletonDataset(Dataset): def __init__(self, data_dir, transform=None): self.data_dir = data_dir self.transform = transform self.data_files = [os.path.join(data_dir, f) for f in os.listdir(data_dir) if f.endswith('.skeleton')] def __len__(self): return len(self.data_files) def __getitem__(self, idx): file_path = self.data_files[idx] data = load_ntu_data(file_path) if isinstance(data, np.ndarray): data = torch.from_numpy(data).float() data = normalize_data(data) print(f"Data shape after normalization: {data.shape}") # 计算静态序列 static_sequence = torch.mean(data, dim=0, keepdim=True) # 计算差异 difference = data - static_sequence if self.transform: difference = self.transform(difference) return difference # 数据增强 class DataAugmentation: def __call__(self, data): print(f"Data shape before transform: {data.shape}") if data.dim() == 2: # 对2维数据进行适当的处理 if data.shape[1] > 1: start = np.random.randint(0, data.shape[1] - 1) cropped_data = data[:, start:start+1] else: # 如果数据第二维度小于等于 1,则不进行裁剪 cropped_data = data elif data.dim() == 3: # 对3维数据进行处理 if data.shape[2] > 10: cropped_data = data[:, :, np.random.randint(0, data.shape[2]-10)] else: cropped_data = data # If the last dimension is 10 or less, don't crop elif data.dim() == 4: # 确保裁剪的维度大于0 if data.shape[2] > 0 and data.shape[3] > 0: cropped_data = data[:, :, np.random.randint(0, data.shape[2]):np.random.randint(data.shape[2], data.shape[2]+10), np.random.randint(0, data.shape[3]):np.random.randint(data.shape[3], data.shape[3]+10)] else: cropped_data = data else: raise ValueError(f"Unexpected data dimension: {data.dim()}") print(f"Data shape after transform: {cropped_data.shape}") return cropped_data # 定义编码器.在卷积层和全连接层之后添加了批量归一化,减少内部协变量偏移,提高模型的性能和收敛速度 class Encoder(nn.Module): def __init__(self): super(Encoder, self).__init__() self.conv1 = nn.Conv2d(in_channels=1, out_channels=64, kernel_size=(3, 1), stride=1, padding=(1, 0)) self.bn1 = nn.BatchNorm2d(64) self.conv2 = nn.Conv2d(in_channels=64, out_channels=128, kernel_size=(3, 1), stride=1, padding=(1, 0)) self.bn2 = nn.BatchNorm2d(128) self.conv3 = nn.Conv2d(in_channels=128, out_channels=256, kernel_size=(3, 1), stride=1, padding=(1, 0)) self.bn3 = nn.BatchNorm2d(256) self.pool = nn.AdaptiveAvgPool2d((16, 1)) self.fc1 = nn.Linear(256 * 16, 512) self.bn4 = nn.BatchNorm1d(512) self.fc2 = nn.Linear(512, 256) self.bn5 = nn.BatchNorm1d(256) self.fc3 = nn.Linear(256, 128) self.bn6 = nn.BatchNorm1d(128) self.output_dim = 128 def forward(self, x): if x.dim() == 2: x = x.unsqueeze(0).unsqueeze(0) # 添加批次维度和通道维度 if x.dim() == 3: x = x.unsqueeze(1) # 添加通道维度 # 确保数据形状为 [batch_size, channels, sequence_length, features] x = x.permute(0, 3, 1, 2) # 如果通道数不是1,则取第一个通道 if x.size(1) != 1: x = x[:, 0:1, :, :] x = F.relu(self.bn1(self.conv1(x))) x = F.relu(self.bn2(self.conv2(x))) x = F.relu(self.bn3(self.conv3(x))) x = self.pool(x) x = x.reshape(x.size(0), -1) x = F.relu(self.bn4(self.fc1(x))) x = F.relu(self.bn5(self.fc2(x))) x = self.bn6(self.fc3(x)) return x # 定义MoCo预训练过程 def moco_pretrain(encoder1, encoder2, data_loader, optimizer, criterion, scheduler, num_epochs=10): momentum = 0.999 for epoch in range(num_epochs): total_loss = 0 for batch in data_loader: normalized_batch = normalize_data(batch) batch_size = normalized_batch .size(0) # 对每个序列单独计算静态序列 static_sequences = torch.mean(normalized_batch , dim=1, keepdim=True) # [batch_size, 1, channels, height, width] # 计算每个动作序列和其对应静态序列的差异 differences = normalized_batch - static_sequences positive_pairs = DataAugmentation()(differences.clone()) negative_pairs = DataAugmentation()(differences.clone()) # 创建负样本对 for i in range(batch_size): negative_pairs[i] = differences[(i + 1) % batch_size] features1 = encoder1(positive_pairs) features2 = encoder2(negative_pairs) negative_features = encoder2(negative_pairs) loss = criterion(features1, features2, negative_features) optimizer.zero_grad() loss.backward() # 两个编码器的梯度裁剪,防止梯度爆炸 for param in list(encoder1.parameters()) + list(encoder2.parameters()): param.grad.data.clamp_(-1.0, 1.0) # clip gradients between -1 and 1 optimizer.step() # 动量更新encoder2的参数 with torch.no_grad(): for param_q, param_k in zip(encoder1.parameters(), encoder2.parameters()): param_k.data = param_k.data * momentum + param_q.data * (1. - momentum) total_loss += loss.item() avg_loss = total_loss / len(data_loader) print(f"Epoch {epoch+1}/{num_epochs}, Loss: {avg_loss:.4f}") scheduler.step(avg_loss) # 定义对比损失函数 class InfoNCELoss(nn.Module): def __init__(self, encoder, temperature=0.1): super(InfoNCELoss, self).__init__() self.temperature = temperature self.encoder = encoder def forward(self, query, positive, negative): query = F.normalize(query, dim=1) positive = F.normalize(positive, dim=1) if negative.dim() != query.dim(): negative = self.encoder(negative) # 用encoder2编码负样本 negative = F.normalize(negative, dim=1) pos_sim = torch.sum(query * positive, dim=-1) / (self.temperature + 1e-8) neg_sim = torch.sum(query * negative, dim=-1) / (self.temperature + 1e-8) logits = torch.cat([pos_sim.unsqueeze(1), neg_sim.unsqueeze(1)], dim=1) labels = torch.zeros(query.size(0), dtype=torch.long, device=query.device) loss = F.cross_entropy(logits, labels) return loss # 全局平均池化 def global_average_pooling(features): if features.dim() == 2: return features.mean(dim=1) elif features.dim() == 3: return features.mean(dim=(1, 2)) elif features.dim() == 4: return features.mean(dim=(2, 3)) else: raise ValueError(f"Unexpected number of dimensions: {features.dim()}") # 离线投影器 class OfflineProjector(nn.Module): def __init__(self, input_dim, output_dim): super(OfflineProjector, self).__init__() self.fc = nn.Linear(input_dim, output_dim) def forward(self, x): if x.dim() == 1: x = x.unsqueeze(0) return self.fc(x) # 比较动作序列和静态序列 def compare_sequences(action_sequence, static_sequence): difference = action_sequence - static_sequence return difference # 反向传播选择动作元素,使用数据增强生成正样本,从记忆库获取负样本 def select_action_elements(difference, encoder, criterion, optimizer, memory_bank, is_training=False): if not is_training: encoder.eval() difference = difference.requires_grad_() with torch.set_grad_enabled(is_training): features = encoder(difference) # 数据增强生成正样本 augmented_difference = DataAugmentation()(difference.clone()) positive = encoder(augmented_difference) # 从记忆库获取负样本 negative = memory_bank.get_negative_samples(features.size(0)) # 更新记忆库 memory_bank.update(features.detach()) loss = criterion(features, positive, negative) optimizer.zero_grad() loss.backward() #反向传播 torch.nn.utils.clip_grad_norm_(encoder.parameters(), max_norm=1.0) #梯度裁剪,防止梯度爆炸 optimizer.step() gradients = difference.grad if gradients is not None: important_joints = torch.argmax(gradients, dim=1) else: important_joints = torch.zeros(difference.size(0), dtype=torch.long) return important_joints # MemoryBank类管理负样本 class MemoryBank: def __init__(self, size, feature_dim): self.size = size self.features = torch.randn(size, feature_dim) self.ptr = 0 def update(self, new_features): batch_size = new_features.size(0) self.features[self.ptr:self.ptr+batch_size] = new_features self.ptr = (self.ptr + batch_size) % self.size def get_negative_samples(self, num_samples): idx = torch.randperm(self.size)[:num_samples] return self.features[idx] # 模型训练 def train_model(data_dir, epochs, batch_size, lr, temperature): dataset = NTUSkeletonDataset(data_dir, transform=DataAugmentation()) data_loader = DataLoader(dataset, batch_size=batch_size, shuffle=True, collate_fn=custom_collate, num_workers=4) encoder1 = Encoder() encoder2 = Encoder() criterion = InfoNCELoss(encoder2, temperature=args.temperature) optimizer = optim.Adam(list(encoder1.parameters()) + list(encoder2.parameters()), lr=lr) # 使用余弦退火学习率调度器 scheduler = optim.lr_scheduler.CosineAnnealingLR(optimizer, T_max=epochs) moco_pretrain(encoder1, encoder2, data_loader, optimizer, criterion, scheduler, num_epochs=epochs) torch.save(encoder1.state_dict(), 'encoder1.pth') # 主编码器,用于编码查询样本,在每次迭代中都会更新参数,主编码器会用于下游任务。 torch.save(encoder2.state_dict(), 'encoder2.pth') # 动量编码器,用于编码键样本,参数更新是通过动量更新机制,而不是直接通过反向传播,它的参数是主编码器参数的指数移动平均 # 模型使用 def use_model(file_path): skeleton_data = load_ntu_data(file_path) normalized_data = normalize_data(skeleton_data) # 确保数据形状为 [batch_size, sequence_length, features] if normalized_data.dim() == 2: normalized_data = normalized_data.unsqueeze(0) encoder1 = Encoder() encoder1.load_state_dict(torch.load('encoder1.pth')) encoder1.eval() #在使用模型之前,将模型设置为评估模式,避免每次统计数据 features = encoder1(normalized_data) pooled_features = global_average_pooling(features) if pooled_features.dim() == 1: pooled_features = pooled_features.unsqueeze(0) print("Pooled features shape:", pooled_features.shape) projected_features = OfflineProjector(input_dim=pooled_features.shape[-1], output_dim=64)(pooled_features) importance_weights = torch.relu(pooled_features) # 计算单个文件的静态序列 static_sequence = torch.mean(normalized_data, dim=0).unsqueeze(0) difference = compare_sequences(normalized_data, static_sequence) encoder = Encoder() encoder.load_state_dict(torch.load('encoder1.pth')) # 使用与训练时相同的对比损失函数 criterion = InfoNCELoss(encoder, temperature=0.1) optimizer = optim.Adam(encoder.parameters(), lr=0.0001) memory_bank = MemoryBank(size=1024, feature_dim=encoder.output_dim) actionlet = select_action_elements(difference, encoder1, criterion, optimizer, memory_bank, is_training=True) print(actionlet) def parse_args(): parser = argparse.ArgumentParser(description="Train MoCo model on NTU Skeleton data") parser.add_argument('--data_dir', type=str, help='Path to NTU skeleton data') parser.add_argument('--epochs', type=int, default=10, help='Number of epochs to train') parser.add_argument('--batch_size', type=int, default=8, help='Batch size for training') parser.add_argument('--lr', type=float, default=0.00001, help='Learning rate') parser.add_argument('--temperature', type=float, default=0.1, help='Temperature parameter for InfoNCE loss') return parser.parse_args() if __name__ == '__main__': args = parse_args() DEFAULT_DATA_DIR = 'dataset/ntu/skeleton' data_dir = args.data_dir if args.data_dir is not None else DEFAULT_DATA_DIR train_model(data_dir, args.epochs, args.batch_size, args.lr, args.temperature) 上述代码执行模型训练,打印Epoch 1/10, Loss: nan,修正代码解决 Loss: nan问题
代码执行中,打印出Epoch 1/10, Loss: nan,意味着在训练过程中遇到了一个数值问题,导致损失计算出错。实际操作,需要确认模型训练的正确性和完整性,以下是解决这个问题的一些建议: 1. 确保输入数据是有效的。如果输入的数据为 NaN 或者无穷大的数,这也可能导致计算出错。可以使用 numpy 的 isnan 来检查数据中是否包含无穷大的数或 NaN。 2. 检查网络结构中的任何操作,例如,前向传播和反向传播过程中的梯度计算。确保网络结构没有潜在的问题,例如矩阵乘法时的短路或者梯度爆炸问题。 3. 确保损失函数是对称的。例如,交叉熵损失、平方损失等都是对称的。但是,因为 InfoNCELoss 是基于交叉熵损失的,因此需要确保对比损失函数在实现中没有破坏了对称性。 4. 了解和调查损失计算的细节。例如,对于 InfoNCELoss,它的计算过程包括两个对比特性的余弦归一化以及对数逻辑回归。检查这些步骤是否正确,以及是否可能出现数值问题。 5. 如果还是无法解决,可以尝试使用另一种损失函数,例如,最大交叉熵损失。这可能会帮助更清楚地了解问题所在。
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Use the learning objective table at the bottom to align the questions below to the appropriate learning objective(s). Put the results in a table. Q1: Which functional group is most likely to be polar uncharged under normal cellular conditions? a) Hydroxyl group (-OH) b) Carboxyl group (-COOH) c) Amino group (-NH2) d) Sulfhydryl group (-SH) Q2: Insulin is a protein produced by cells in the pancreas. If you wanted to permanently change just one amino acid in insulin, what would you need to alter? a) The mRNA sequence coding for insulin b) The tRNA molecules used during translation c) The DNA sequence of the insulin gene d) The ribosomes that synthesize insulin Learning Objective Table: Day Designation Objective Code Learning Objective Day 001: Scientific argumentation and cell model 1.1 Describe your current understanding of how cells work Day 001: Scientific argumentation and cell model 1.2 Describe the claim-evidence-reasoning (CER) framework and use to make scientific arguments Day 001: Scientific argumentation and cell model 1.3 Create a concrete plan for your success in BS161 Day 002: Covalent Bonds and Intermolecular Forces 2.1 Compare and contrast covalent bonds and intermolecular forces Day 002: Covalent Bonds and Intermolecular Forces 2.2 Describe intermolecular forces and their relative strength in aqueous environments Day 002: Covalent Bonds and Intermolecular Forces 2.3 Given the names or structures of two functional groups, predict the most relevant intermolecular force between them Day 002: Covalent Bonds and Intermolecular Forces 2.4 Describe one way that you can observe intermolecular forces in your daily life Day 003: Introduction to Macromolecules 3.1 Identify types of macromolecules and their monomers based on molecular structures Day 003: Introduction to Macromolecules 3.2 Predict macromolecular shapes and interactions based on molecular structure Day 003: Introduction to Macromolecules 3.3 Explain the relationship between a molecule's structure and its function in the cell Day 004: Gene Expression I 4.1 Describe the outcome of gene expression and explain how this relates to cell function Day 004: Gene Expression I 4.2 Interpret the experimental evidence that identified DNA as the genetic material Day 004: Gene Expression I 4.3 Describe key features of DNA structure and RNA structure important for the storage and transfer of genetic information Day 004: Gene Expression I 4.4 Use a model to describe the process of transcription Day 005: Gene Expression II 5.1 Predict the sequence of an mRNA produced by transcription from a gene diagram and sequence Day 005: Gene Expression II 5.2 Predict the sequence of a protein produced by translation from a gene diagram/sequence Day 005: Gene Expression II 5.3 Use a model to describe the process of translation Day 005: Gene Expression II 5.4 Use a model to explain the overall process of how a cell uses genetic information (DNA) to produce proteins Day 006: Chromosome Connections Gene Expression and Protein Structure 6.1 Explain how a protein's primary structure is related to its tertiary structure Day 006: Chromosome Connections Gene Expression and Protein Structure 6.2 Develop a model to show the flow of information in gene expression Day 006: Chromosome Connections Gene Expression and Protein Structure 6.3 Use your model to explain the flow of information and how different genes produce different proteins Day 006: Chromosome Connections Gene Expression and Protein Structure 6.4 Explain how a change in a gene can lead to a change in protein function and potentially a disease Day 007: Model of protein engineering 7.1 Predict amino acids that could interact favorably to create a protein's tertiary structure Day 007: Model of protein engineering 7.2 Predict amino acids in a binding site that could interact favorably with a specific substrate molecule Day 007: Model of protein engineering 7.3 Use a model to explain how a change in the tertiary structure of a protein could lead to a different function Day 008: Exam I 8.1 Recall information on molecular interactions, macromolecules, transcription, and translation Day 008: Exam I 8.2 Test your mastery of the material covered up to Exam I Day 008: Exam I 8.3 Refine your plan for success in BS161 Day 009: Bioenergetics and Enzymes 9.1 Use principles of equilibrium to explain the difference between energetically favorable versus energetically unfavorable processes Day 009: Bioenergetics and Enzymes 9.2 Explain how cells use ATP to drive processes that would otherwise be energetically unfavorable Day 009: Bioenergetics and Enzymes 9.3 Use a model to explain the role of enzymes in the rate and specificity of favorable chemical reactions Day 010: Membranes, Compartments, and Transport 10.1 Use the structure and properties of membrane lipids to develop a model of how and why membranes form and use this model to explain: Day 010: Membranes, Compartments, and Transport 10.1.1 how and why changes in membrane components and/or temperatures affect membrane fluidity Day 010: Membranes, Compartments, and Transport 10.1.2 what allows membranes to be selectively permeable and why this is important for cellular function Day 010: Membranes, Compartments, and Transport 10.2 Compare and contrast cellular organization of prokaryotic and eukaryotic cells. Explain why compartmentalization is advantageous for eukaryotic cells. Day 010: Membranes, Compartments, and Transport 10.3 Based on the properties of a given solute and concentration gradients, predict the type of transport required to move that solute across a membrane Day 010: Membranes, Compartments, and Transport 10.4 Construct a model to show solutes, concentration gradients, and transporter proteins in a membrane. Use this model to explain how cells use energetic coupling to transport solutes across membranes and why this is important for cellular function Day 011: Introduction to Energy Metabolism 11.1 Compare and contrast anabolic and catabolic pathways Day 011: Introduction to Energy Metabolism 11.2 Explain how cells create conditions to couple favorable processes with unfavorable processes and why this is required in metabolic pathways Day 011: Introduction to Energy Metabolism 11.3 Explain how the same enzyme would catalyze a reaction in opposite directions in different cell types or cell compartments Day 012: Cellular Respiration 12.1 Describe the principles of cellular respiration, including the transformations of energy and matter that occur in the process Day 012: Cellular Respiration 12.2 Explain why respiration generates more ATP than fermentation, and why cells produce more ATP from the metabolism of fats compared to the metabolism of sugars Day 012: Cellular Respiration 12.3 Use a model of cellular respiration to explain how changes to metabolic substrate or product concentrations in one part of the process affect other parts of the process Day 012: Cellular Respiration 12.4 Use a model of cellular respiration to predict how cellular respiration is affected by mutations in genes encoding cellular respiration proteins or by chemicals Day 013: Photosynthesis 13.1 Describe the principles of photosynthesis, including the transformations of energy and matter that occur in the process Day 013: Photosynthesis 13.2 Use a model to explain how changes to metabolic substrate or product concentrations in one part of the process affect other parts of the process Day 013: Photosynthesis 13.3 Use a model of photosynthesis to predict how photosynthesis is affected by mutations in genes encoding photosynthesis proteins or chemicals Day 013: Photosynthesis 13.4 Use a model of photosynthesis to explain the connections between photosynthesis and respiration in a plant cell Day 014: Model of Energy and Matter Transformations 14.1 Use a model to compare and contrast metabolic pathways Day 014: Model of Energy and Matter Transformations 14.2 Analyze data to formulate hypotheses about metabolic pathways Day 014: Model of Energy and Matter Transformations 14.3 Use a model to show the connections between photosynthesis in plants and respiration within plant cells and between plants and non-photosynthetic organisms Day 014: Model of Energy and Matter Transformations 14.4 Use a model to make predictions about the relationship between mutations in genes encoding metabolic enzymes and metabolic pathways Day 015: Exam II 15.1 Recall information on bioenergetics, membranes and membrane transport, cellular structures, and metabolism Day 015: Exam II 15.2 Test your mastery of the material covered up to Exam II Day 015: Exam II 15.3 Refine your plan for success in BS161 Day 016: Cell Communication 16.1 Use the components of signaling pathways to explain why different cells respond differently to the environment Day 016: Cell Communication 16.2 Explain how the following receptor signaling pathways are activated and terminated: receptor kinase, intracellular receptor, G protein-coupled receptor, and ligand-gated ion channel Day 016: Cell Communication 16.3 Explain how signal transduction components allow for signal amplification and multiple levels of control, and why this is advantageous to cells Day 016: Cell Communication 16.4 Using a model of a signal transduction pathway, predict how changes in signaling components will impact cellular responses Day 017: Cell Cycle: Activity on DNA replication and mitosis (Chromosome Connections Model of DNA Replication, Model of Mitosis) 17.1 List the major phases of the cell cycle and identify key events and features of each phase Day 017: Cell Cycle: Activity on DNA replication and mitosis (Chromosome Connections Model of DNA Replication, Model of Mitosis) 17.2 Create a model to show how chromosomes with specific genes and sequences change during DNA replication. Use the model to support explanations regarding gene expression Day 017: Cell Cycle: Activity on DNA replication and mitosis (Chromosome Connections Model of DNA Replication, Model of Mitosis) 17.3 Create a model to show how chromosomes with sister chromatids containing specific genes and sequences are divided during mitosis. Use the model to support explanations of how genetically identical daughter cells are created Day 017: Cell Cycle: Activity on DNA replication and mitosis (Chromosome Connections Model of DNA Replication, Model of Mitosis) 17.4 Using your models, explain how DNA amount varies across cell cycle stages and relate to DNA synthesis and changes in the mitotic spindle Day 018: Cell Cycle Regulation 18.1 Use models to explain the roles of cyclins, CDKs and checkpoints in cell cycle control, including mechanisms of how cell cycle regulators are activated or inactivated Day 018: Cell Cycle Regulation 18.2 Define oncogene and tumor suppressor in terms of their effects on the cell cycle and identify proteins as either oncogenic or anti-tumor in function Day 018: Cell Cycle Regulation 18.3 Predict how alterations of the processes involved in the cell cycle will impact the cell Day 019: DNA Replication 19.1 Describe the extracellular and intracellular requirements for DNA replication and identify when DNA replication occurs in the cell cycle Day 019: DNA Replication 19.2 Construct models to demonstrate the process and outcome of DNA replication Day 019: DNA Replication 19.3 Use a model of DNA replication to explain why continuous synthesis of both DNA strands is not possible Day 020: Ras and cancer model 20.1 Use a model of Ras signaling to explain how and why a specific Ras mutation is associated with cancer Day 020: Ras and cancer model 20.2 Use a model of Ras signaling and your knowledge of the Ras signaling pathway to propose other drug targets that might block the abnormal cell division caused by mutations to Ras. Day 020: Ras and cancer model 20.3 Use a model of Ras signaling and your knowledge of cell cycle regulation to predict how a specific mutation or drug that binds to a protein in the Ras pathway would impact signaling, cyclins, and cell division Day 021: Exam III 21.1 Recall information on cell communication, cell division, and DNA replication Day 021: Exam III 21.2 Test your mastery of the material covered up to Exam III Day 021: Exam III 21.3 Refine your plan for success in BS161 Day 022: Regulation of Gene Expression I 22.1 Explain what it means for a gene to be 'expressed' Day 022: Regulation of Gene Expression I 22.2 Use a model to explain the role of DNA sequences, DNA-binding proteins (transcription factors), and their interactions in controlling gene expression. Day 022: Regulation of Gene Expression I 22.3 Explain the role of epigenetic modifications in the regulation of gene expression. Day 022: Regulation of Gene Expression I 22.4 Use a model to explain how differences in gene expression account for the diverse cell types present in multicellular organisms. Day 023: Regulation of Gene Expression II 23.1 Compare and contrast eukaryotic and prokaryotic gene expression Day 023: Regulation of Gene Expression II 23.2 Use a model to explain how gene expression is affected by changing environmental conditions Day 023: Regulation of Gene Expression II 23.3 Use a model to predict changes in gene expression resulting from mutations Day 024: Model of gene regulation 24.1 Interpret data to formulate hypotheses about gene expression Day 024: Model of gene regulation 24.2 Develop a model to show the role of specific proteins and DNA sequences in the regulation of gene expression under different cellular conditions Day 024: Model of gene regulation 24.3 Use your model to predict how changes to gene coding or gene regulatory sequences will affect gene expression Day 025: DNA Damage and Mutations 25.1 Explain why cells need DNA repair mechanisms and how unrepaired DNA damage affects the DNA of daughter cells Day 025: DNA Damage and Mutations 25.2 Describe the general process to repair replication errors and DNA damage, including how the cell recognizes which nucleotide(s) to replace Day 025: DNA Damage and Mutations 25.3 Predict if and how a mutation would affect protein-coding sequences in genes Day 025: DNA Damage and Mutations 25.4 Predict the effect of a mutation on cellular function Day 026: Alleles and Phenotypes (Chromosome Connections Model of Mutations and Phenotypes) 26.1 Distinguish between gene and allele and between genotype and phenotype Day 026: Alleles and Phenotypes (Chromosome Connections Model of Mutations and Phenotypes) 26.2 Use a model of a gene to explain how different gene sequences (alleles, arising from mutations) encode mRNAs and proteins with different phenotypes and functions Day 026: Alleles and Phenotypes (Chromosome Connections Model of Mutations and Phenotypes) 26.3 Use gene and protein structure models to explain how the presence of certain alleles (genotype) affects cell phenotypes
Day 026: Alleles and Phenotypes (Chromosome Connections Model of Mutations and Phenotypes) 26.4 Use a model to predict the likelihood that a specific mutation will result in a noticeable phenotypic change Day 027: Exam IV 27.1 Recall information on gene regulation, DNA damage, and mutations Day 027: Exam IV 27.2 Test your mastery of the material covered up to Exam IV Day 027: Exam IV 27.3 Refine your plan for success in BS161 Day 028: Model of Protein Synthesis 28.1 Compare and contrast the roles of mRNA, tRNA, and rRNA in protein synthesis Day 028: Model of Protein Synthesis 28.2 Explain how ribosomes assemble the protein sequence correctly using the genetic code Day 028: Model of Protein Synthesis 28.3 Use a model of protein synthesis to explain how changes to mRNA or tRNA can result in different proteins being synthesized Day 028: Model of Protein Synthesis 28.4 Use a model of protein synthesis to explain how different proteins can be synthesized by changing the initiation, elongation, and termination sequences of mRNA Q1: 2.1: covalent bonds, intermolecular forces Q2: 4.1: Gene Expression
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Evaluate this writing: And Yossarian also did not understand why Milo needed so desperately to invest in the letter from Doc Daneeka, which came right to the point. “Give Yossarian all the dried fruit and fruit juices he wants,” Doc Daneeka had written. “He says he has a liver condition.” “A letter like this,” Milo mumbled despondently, “could ruin any mess officer in the world.” Milo had come to Yossarian’s tent just to read the letter again, following his carton of lost provisions across the squadron like a mourner. “I have to give you as much as you ask for. Why, the letter doesn’t even say you have to eat all of it yourself.” “And it’s a good thing it doesn’t,” Yossarian told him, “because I never eat any of it. I have a liver condition.” “Oh, yes, I forgot,” said Milo, in a voice lowered deferentially. “Is it bad?” “Just bad enough,” Yossarian answered cheerfully. “I see,” said Milo. “What does that mean?” “It means that it couldn’t be better…” “I don’t think I understand.” “…without being worse. Now do you see?” “Yes, now I see. But I still don’t think I understand.” “Well, don’t let it trouble you. Let it trouble me. You see, I don’t really have a liver condition. I’ve just got the symptoms. I have a Garnett-Fleischaker syndrome.” “I see,” said Milo. “And what is a Garnett-Fleischaker syndrome?” “A liver condition.” “I see,” said Milo, and began massaging his black eyebrows together wearily with an expression of interior pain, as though waiting for some stinging discomfort he was experiencing to go away. “In that case,” he continued finally, “I suppose you do have to be very careful about what you eat, don’t you?. “Very careful indeed,” Yossarian told him. “A good Garnett-Fleischaker syndrome isn’t easy to come by, and I don’t want to ruin mine. That’s why I never eat any fruit.” “Now I do see,” said Milo. “Fruit is bad for your liver?” “No, fruit is good for my liver. That’s why I never eat any.” “Then what do you do with it?” demanded Milo, plodding along doggedly through his mounting confusion to fling out the question burning on his lips. “Do you sell it?” “I give it away.” “To who?” cried Milo, in a voice cracking with dismay. “To anyone who wants it,” Yossarian shouted back. Milo let out a long, melancholy wail and staggered back, beads of perspiration popping out suddenly all over his ashen face. He tugged on his unfortunate mustache absently, his whole body trembling. “I give a great deal of it to Dunbar,” Yossarian went on. “Dunbar?” Milo echoed numbly. “Yes. Dunbar can eat all the fruit he wants and it won’t do him a damned bit of good. I just leave the carton right out there in the open for anyone who wants any to come and help himself. Aarfy comes here to get prunes because he says he never gets enough prunes in the mess hall. You might look into that when you’ve got some time because it’s no fun having Aarfy hanging around here. Whenever the supply runs low I just have Corporal Snark fill me up again. Nately always takes a whole load of fruit along with him whenever he goes to Rome. He’s in love with a whore there who hates me and isn’t at all interested in him. She’s got a kid sister who never leaves them alone in bed together, and they live in an apartment with an old man and woman and a bunch of other girls with nice fat thighs who are always kidding around also. Nately brings them a whole cartonful every time he goes.” “Does he sell it to them?” “No, he gives it to them.” Milo frowned. “Well, I suppose that’s very generous of him,” he remarked with no enthusiasm. “Yes, very generous,” Yossarian agreed. “And I’m sure it’s perfectly legal,” said Milo, “since the food is yours once you get it from me. I suppose that with conditions as hard as they are, these people are very glad to get it.” “Yes, very glad,” Yossarian assured him. “The two girls sell it all on the black market and use the money to buy flashy costume jewelry and cheap perfume.” Milo perked up. “Costume jewelry!” he exclaimed. “I didn’t know that. How much are they paying for cheap perfume?” “The old man uses his share to buy raw whiskey and dirty pictures. He’s a lecher.” “A lecher?” “You’d be surprised.” “Is there much of a market in Rome for dirty pictures?” Milo asked. “You’d be surprised. Take Aarfy, for instance. Knowing him, you’d never suspect, would you?” “That he’s a lecher?” “No, that he’s a navigator. You know Captain Aardvaark, don’t you? He’s that nice guy who came up to you your first day in the squadron and said, ‘Aardvaark’s my name, and navigation is my game.’ He wore a pipe in his face and probably asked you what college you went to. Do you know him?” Milo was paying no attention. “Let me be your partner,” he blurted out imploringly. Yossarian turned him down, even though he had no doubt that the truckloads of fruit would be theirs to dispose of any way they saw fit once Yossarian had requisitioned them from the mess hall with Doc Daneeka’s letter. Milo was crestfallen, but from that moment on he trusted Yossarian with every secret but one, reasoning shrewdly that anyone who would not steal from the country he loved would not steal from anybody. Milo trusted Yossarian with every secret but the location of the holes in the hills in which he began burying his money once he returned from Smyrna with his planeload of figs and learned from Yossarian that a C.I.D. man had come to the hospital. To Milo, who had been gullible enough to volunteer for it, the position of mess officer was a sacred trust. “I didn’t even realize we weren’t serving enough prunes,” he had admitted that first day. “I suppose it’s because I’m still so new. I’ll raise the question with my first chef.” Yossarian eyed him sharply. “What first chef?” he demanded. “You don’t have a first chef.” “Corporal Snark,” Milo explained, looking away a little guiltily. “He’s the only chef I have, so he really is my first chef, although I hope to move him over to the administrative side. Corporal Snark tends to be a little too creative, I feel. He thinks being a mess sergeant is some sort of art form and is always complaining about having to prostitute his talents. Nobody is asking him to do any such thing! Incidentally, do you happen to know why he was busted to private and is only a corporal now?” “Yes,” said Yossarian. “He poisoned the squadron.” Milo went pale again. “He did what?” “He mashed hundreds of cakes of GI soap into the sweet potatoes just to show that people have the taste of Philistines and don’t know the difference between good and bad. Every man in the squadron was sick. Missions were canceled.” “Well!” Milo exclaimed, with thin-upped disapproval. “He certainly found out how wrong he was, didn’t he?” “On the contrary,” Yossarian corrected. “He found out how right he was. We packed it away by the plateful and clamored for more. We all knew we were sick, but we had no idea we’d been poisoned.” Milo sniffed in consternation twice, like a shaggy brown hare. “In that case, I certainly do want to get him over to the administrative side. I don’t want anything like that happening while I’m in charge. You see,” he confided earnestly, “what I hope to do is give the men in this squadron the best meals in the whole world. That’s really something to shoot at, isn’t it? If a mess officer aims at anything less, it seems to me, he has no right being mess officer. Don’t you agree?” Yossarian turned slowly to gaze at Milo with probing distrust. He saw a simple, sincere face that was incapable of subtlety or guile, an honest, frank face with disunited large eyes, rusty hair, black eyebrows and an unfortunate reddish-brown mustache. Milo had a long, thin nose with sniffing, damp nostrils heading sharply off to the right, always pointing away from where the rest of him was looking. It was the face of a man of hardened integrity who could no more consciously violate the moral principles on which his virtue rested than he could transform himself into a despicable toad. One of these moral principles was that it was never a sin to charge as much as the traffic would bear. He was capable of mighty paroxysms of righteous indignation, and he was indignant as could be when he learned that a C.I.D. man was in the area looking for him. “He’s not looking for you,” Yossarian said, trying to placate him. “He’s looking for someone up in the hospital who’s been signing Washington Irving’s name to the letters he’s been censoring.” “I never signed Washington Irving’s name to any letters,” Milo declared. “Of course not.” “But that’s just a trick to get me to confess I’ve been making money in the black market.” Milo hauled violently at a disheveled hunk of his off-colored mustache. “I don’t like guys like that. Always snooping around people like us. Why doesn’t the government get after ex-P.F.C. Wintergreen, if it wants to do some good? He’s got no respect for rules and regulations and keeps cutting prices on me.” Milo’s mustache was unfortunate because the separated halves never matched. They were like Milo’s disunited eyes, which never looked at the same thing at the same time. Milo could see more things than most people, but he could see none of them too distinctly. In contrast to his reaction to news of the C.I.D. man, he learned with calm courage from Yossarian that Colonel Cathcart had raised the number of missions to fifty-five. “We’re at war,” he said. “And there’s no use complaining about the number of missions we have to fly. If the colonel says we have to fly fifty-five missions, we have to fly them.” “Well, I don’t have to fly them,” Yossarian vowed. “I’ll go see Major Major.” “How can you? Major Major never sees anybody.” “Then I’ll go back into the hospital.” “You just came out of the hospital ten days ago,” Milo reminded him reprovingly. “You can’t keep running into the hospital every time something happens you don’t like. No, the best thing to do is fly the missions. It’s our duty.” Milo had rigid scruples that would not even allow him to borrow a package of pitted dates from the mess hall that day of McWatt’s stolen bedsheet, for the food at the mess hall was all still the property of the government. “But I can borrow it from you,” he explained to Yossarian, “since all this fruit is yours once you get it from me with Doctor Daneeka’s letter. You can do whatever you want to with it, even sell it at a high profit instead of giving it away free. Wouldn’t you want to do that together?” “No.” Milo gave up. “Then lend me one package of pitted dates,” he requested. “I’ll give it back to you. I swear I will, and there’ll be a little something extra for you.” Milo proved good as his word and handed Yossarian a quarter of McWatt’s yellow bedsheet when he returned with the unopened package of dates and with the grinning thief with the sweet tooth who had stolen the bedsheet from McWatt’s tent. The piece of bedsheet now belonged to Yossarian. He had earned it while napping, although he did not understand how. Neither did McWatt. “What’s this?” cried McWatt, staring in mystification at the ripped half of his bedsheet. “It’s half of the bedsheet that was stolen from your tent this morning,” Milo explained. “I’ll bet you didn’t even know it was stolen.” “Why should anyone want to steal half a bedsheet?” Yossarian asked. Milo grew flustered. “You don’t understand,” he protested. “He stole the whole bedsheet, and I got it back with the package of pitted dates you invested. That’s why the quarter of the bedsheet is yours. You made a very handsome return on your investment, particularly since you’ve gotten back every pitted date you gave me.” Milo next addressed himself to McWatt. “Half the bedsheet is yours because it was all yours to begin with, and I really don’t understand what you’re complaining about, since you wouldn’t have any part of it if Captain Yossarian and I hadn’t intervened in your behalf.” “Who’s complaining?” McWatt exclaimed. “I’m just trying to figure out what I can do with half a bedsheet.” “There are lots of things you can do with half a bedsheet,” Milo assured him. “The remaining quarter of the bedsheet I’ve set aside for myself as a reward for my enterprise, work and initiative. It’s not for myself, you understand, but for the syndicate. That’s something you might do with half the bedsheet. You can leave it in the syndicate and watch it grow.” “What syndicate?” “The syndicate I’d like to form someday so that I can give you men the good food you deserve.” “You want to form a syndicate?” “Yes, I do. No, a mart. Do you know what a mart is?” “It’s a place where you buy things, isn’t it?” “And sell things,” corrected Milo. “And sell things.” “All my life I’ve wanted a mart. You can do lots of things if you’ve got a mart. But you’ve got to have a mart.” “You want a mart?” “And every man will have a share.” Yossarian was still puzzled, for it was a business matter, and there was much about business matters that always puzzled him. “Let me try to explain it again,” Milo offered with growing weariness and exasperation, jerking his thumb toward the thief with the sweet tooth, still grinning beside him. “I knew he wanted the dates more than the bedsheet. Since he doesn’t understand a word of English, I made it a point to conduct the whole transaction in English.” “Why didn’t you just hit him over the head and take the bedsheet away from him?” Yossarian asked. Pressing his lips together with dignity, Milo shook his head. “That would have been most unjust,” he scolded firmly. “Force is wrong, and two wrongs never make a right. It was much better my way. When I held the dates out to him and reached for the bedsheet, he probably thought I was offering to trade.” “What were you doing?” “Actually, I was offering to trade, but since he doesn’t understand English, I can always deny it.” “Suppose he gets angry and wants the dates?” “Why, we’ll just hit him over the head and take them away from him,” Milo answered without hesitation. He looked from Yossarian to McWatt and back again. “I really can’t see what everyone is complaining about. We’re all much better off than before. Everybody is happy but this thief, and there’s no sense worrying about him, since he doesn’t even speak our language and deserves whatever he gets. Don’t you understand?” But Yossarian still didn’t understand either how Milo could buy eggs in Malta for seven cents apiece and sell them at a profit in Pianosa for five cents.
That didn’t make any sense either, and Yossarian would never understand how Milo could bring back from Rome a large crate of fresh eggs and a carton of bottled Horlicks malted-milk powder, worth $600 in Rome, for only $350 in Malta. Milo continued to baffle Yossarian with more and more bewildering transactions, until Yossarian finally asked him what the syndicate was. Milo was aghast. “Don’t you understand?” he cried. “I thought you would. A syndicate is a group of people who get together to do something that they could not do by themselves.” “But what are we getting together to do?” “We’re getting together to cook and serve good meals.” “But who’s going to cook and serve them?” “We are, of course.” “But how can we cook and serve the meals if we’re all at the front?” “That’s the beauty of it,” Milo explained with a knowing smirk. “We’re going to hire people to do it for us.” “But who will hire them?” “I will.” “But how can you hire them if you’re all at the front?” Milo frowned. “We won’t be all at the front.” “But if we’re not all at the front, who will be cooking and serving the meals?” “We’ll have servants.” “But what will they do?” “They will cook and serve the meals.” “But who will cook and serve the meals if the servants are all at the front?” Milo pressed his lips together with dignity, shook his head and said with quiet certainty: “I don’t think you’ll ever understand.” Yossarian felt his forehead. “No, I don’t think I ever will.” “Neither will anyone else, if you ask me,” Milo assured him. “I’m not talking about a mart. I’m talking about a syndicate.” Milo was a syndicate man now, and he never stopped talking about his syndicate. He was the syndicate. Milo was a syndicate unto himself. He was a consortium of many independent entities. He was a one-man group. He was a non-union shop. He was a wholly owned subsidiary. He was a corporate body. He was an individual. He was a good man who wouldn’t steal from the government. He was an honest man who wouldn’t steal from his country. He was an enterprising man who wouldn’t steal from his syndicate. He was a capitalist who wouldn’t steal from his company. He was an idealist who wouldn’t steal from his cause. He was a businessman who wouldn’t steal from his customers. He was a humanitarian who wouldn’t steal from his fellow man. He was a patriot who wouldn’t steal from the country he loved. But Milo was the only one in the syndicate who wouldn’t steal from the syndicate. “I don’t understand,” Yossarian cried, “how you can charge so much for your syndicate eggs and not steal from the syndicate.” “Because I charge enough to cover all the costs and still make a profit,” Milo explained with growing impatience. “If you can’t understand that, then there’s no use trying to explain it to you. I wish you’d stop asking me about it.” “But I don’t understand,” Yossarian wailed. “Neither does anyone else,” Milo assured him. “That’s why I’m able to do it. You see, I charge only what the traffic will bear, and the traffic always bears what I charge.” “But who pays the traffic?” Yossarian persisted. “Everyone pays the traffic. The traffic is the people. That’s what the syndicate is. The syndicate is the people.” “But if we’re the people, and we’re paying the traffic, and we’re the traffic, and we’re paying the people who pay the traffic, who pays the traffic?” Yossarian demanded, his voice rising in a pitch of bewilderment. “The traffic always pays the traffic,” Milo answered with a sigh. “Now, please, stop asking me about it. I’ve told you more than I know.” “But I still don’t understand,” Yossarian cried. “Who pays the traffic?” Milo threw up his hands. “Good God, Yossarian, doesn’t it make any difference?” he cried. “Who cares who pays the traffic? Does the traffic care? Does the traffic know it’s being paid?” “No,” Yossarian said, “I don’t think the traffic knows it’s being paid.” “Then let’s not worry about it,” Milo suggested. “Let’s leave the traffic out of it. It’s really none of our business.” “But I still don’t understand,” Yossarian cried. “Who pays the traffic?” Milo stared at him with growing bewilderment. He couldn’t believe that Yossarian was still asking him that question. It was as though Yossarian had gone mad. Milo couldn’t believe it. He didn’t understand it. He didn’t want to understand it. He couldn’t stand it. He didn’t know what to do. He didn’t know what to say. He didn’t know what to think. He was at a complete loss. “I don’t know what to tell you,” he moaned. Yossarian felt a chill of horror run down his spine. “Oh, God, Milo,” he cried. “I don’t understand.” Milo stared at him in stunned disbelief. He was sure now that Yossarian had gone mad. How could anyone not understand something as simple as the traffic? Milo was now certain that Yossarian was hopelessly insane. It was a terrible thing to see. Milo wondered where the danger in it might be. “Yossarian,” he said, “you’re sick, and I think you’d better go back into the hospital.” “But I still don’t understand,” Yossarian wailed. “Who pays the traffic?” Milo pressed his lips together with dignity, shook his head and walked away, leaving Yossarian alone on the ground. He was not surprised that Yossarian had gone mad. He had known it all along. He had seen all the warning signs. He had tried to help him. He had offered to take him back into the hospital. But Yossarian had refused. He had insisted on staying out of the hospital. He had demanded to be left alone. He had been totally irresponsible. He had refused to listen. He had refused to understand. He had refused to care. He had refused to pay attention. He had refused to follow directions. He had refused to be well. He had refused to stop complaining. He had refused to stop asking questions. He had refused to stop worrying about things that were none of his business. He had refused to accept the answers he was given. He had refused to accept the truth. He had refused to accept reality. He had refused to accept Milo. He had refused to accept the syndicate. He had refused to accept the traffic. He had refused to accept that the traffic always paid the traffic. And now Yossarian had finally refused to accept himself.
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给搜索栏增加一个清除功能。 ``` # combine_split_manager.py import json, os, subprocess, pypinyin from PyQt5.QtWidgets import * from PyQt5.QtCore import Qt, QTimer, pyqtSignal from bs4 import BeautifulSoup class FormulaCheckBox(QCheckBox): stateAboutToChange = pyqtSignal(bool) def mousePressEvent(self, event): if event.button() == Qt.LeftButton: newState = not self.isChecked() if self.stateAboutToChange.emit(newState): super().mousePressEvent(event) else: super().mousePressEvent(event) class CombineSplitManager(QWidget): def __init__(self, db, formula_manager, material_manager): super().__init__() self.db = db self.formula_manager = formula_manager self.material_manager = material_manager self.selected_materials = set() self.selected_formulas = set() self.combined_ingredients = {} # 缓存药方药材和名称信息 self.formula_data = {} self.material_names = {} self.init_ui() self.material_manager.material_changed.connect(self.load_materials_to_checkboxes) self.formula_manager.formula_changed.connect(self.load_all_formulas) def init_ui(self): layout = QVBoxLayout() self.search_input = QLineEdit(placeholderText="输入药方或药材的名称,支持拼音或缩写快速搜索") self.search_input.textChanged.connect(self.on_search_input_changed) layout.addWidget(self.search_input) self.formula_scroll = QScrollArea() self.formula_widget = QWidget() self.formula_layout = QGridLayout(self.formula_widget) self.formula_scroll.setWidget(self.formula_widget) self.formula_scroll.setWidgetResizable(True) layout.addWidget(self.formula_scroll) self.combine_split_scroll = QScrollArea() self.combine_split_widget = QWidget() self.combine_split_material_layout = QGridLayout(self.combine_split_widget) self.combine_split_scroll.setWidget(self.combine_split_widget) self.combine_split_scroll.setWidgetResizable(True) layout.addWidget(self.combine_split_scroll) self.result_text = QTextEdit(readOnly=True, acceptRichText=True) layout.addWidget(self.result_text) btn_layout = QHBoxLayout() self.save_button = QPushButton("保存结果", clicked=self.save_results) self.clear_button = QPushButton("全部清除", clicked=self.clear_all_selections) btn_layout.addStretch(1) btn_layout.addWidget(self.save_button) btn_layout.addWidget(self.clear_button) layout.addLayout(btn_layout) self.notification_label = QLabel('') self.notification_label.setStyleSheet('color: red; padding: 5px; border: 1px solid #ddd; border-radius: 3px;') self.notification_label.setAlignment(Qt.AlignCenter) self.notification_label.setFixedHeight(30) layout.addWidget(self.notification_label) self.setLayout(layout) self.load_all_formulas() self.load_materials_to_checkboxes() def save_results(self): text = BeautifulSoup(self.result_text.toHtml(), 'html.parser').get_text() if not text.strip(): self.show_warning("没有可保存的结果") return file_name, _ = QFileDialog.getSaveFileName(self, "保存结果", "", "文本文件 (*.txt);;所有文件 (*)") if not file_name: return if not file_name.endswith('.txt'): file_name += '.txt' try: with open(file_name, 'w', encoding='utf-8') as f: f.write(text) self.show_warning(f"结果已保存到 {os.path.basename(file_name)}", is_warning=False) self.open_file_location(file_name) except Exception as e: self.show_warning(f"保存失败: {str(e)}") def open_file_location(self, file_path): folder_path = os.path.dirname(file_path) if os.name == 'nt': os.startfile(folder_path) elif os.name == 'posix': subprocess.call(['open', folder_path]) def on_search_input_changed(self, text): keywords = text.strip().lower().split() # 缓存拼音结果 pinyin_cache = {} keywords = set(keywords + [''.join(pinyin_cache.setdefault(k, pypinyin.lazy_pinyin(k))[0] for k in keywords)]) self.update_checkboxes_visibility(self.formula_layout, keywords, pinyin_cache) self.update_checkboxes_visibility(self.combine_split_material_layout, keywords, pinyin_cache) def update_checkboxes_visibility(self, layout, keywords, pinyin_cache): for i in range(layout.count()): checkbox = layout.itemAt(i).widget() if isinstance(checkbox, QCheckBox): text = checkbox.text().lower() pinyin_text = ''.join(pinyin_cache.setdefault(text, pypinyin.lazy_pinyin(text))) pinyin_initials = ''.join(p[0] for p in pinyin_cache.setdefault(text, pypinyin.lazy_pinyin(text))) checkbox.setVisible(any(k in text or k in pinyin_text or k in pinyin_initials for k in keywords)) def on_checkbox_state_changed(self, state): sender = self.sender() color = "red" if isinstance(sender, FormulaCheckBox) else "green" sender.setStyleSheet(f"QCheckBox {{ color: {color}; }}") if state == Qt.Checked else sender.setStyleSheet("") def load_all_formulas(self): self.clear_layout(self.formula_layout) self.formula_data.clear() self.formula_data = { formula_id: { 'name': formula_name, 'materials': {ing[0] for ing in json.loads(ingredients)}, 'ingredients': json.loads(ingredients) } for formula_id, formula_name, ingredients in self.db.fetch_all('SELECT id, name, ingredients FROM Formulas ORDER BY id') } for i, (formula_id, formula_data) in enumerate(self.formula_data.items()): checkbox = FormulaCheckBox(formula_data['name']) checkbox.setProperty("formula_id", formula_id) checkbox.stateAboutToChange.connect(self.on_formula_state_about_to_change) checkbox.stateChanged.connect(self.on_checkbox_state_changed) self.formula_layout.addWidget(checkbox, i // 10, i % 10) def clear_all_selections(self): self.selected_formulas.clear() self.selected_materials.clear() self.combined_ingredients.clear() self.reset_checkboxes(self.formula_layout) self.reset_checkboxes(self.combine_split_material_layout) self.result_text.setText('') self.show_warning("已清除所有选择") def on_formula_state_about_to_change(self, new_state): checkbox = self.sender() formula_id = checkbox.property("formula_id") return self.select_formula(formula_id) if new_state else self.deselect_formula(formula_id) def select_formula(self, formula_id): if formula_id in self.selected_formulas or any(self.is_subset(formula_id, f) for f in self.selected_formulas): return True if formula_id in self.selected_formulas else (self.show_warning("该药方是已选药方的子集,无法添加。") or False) new_selected_formulas = self.selected_formulas - {f for f in self.selected_formulas if self.is_subset(f, formula_id)} | {formula_id} new_selected_materials = self.selected_materials | self.get_formula_materials(formula_id) self.selected_formulas = new_selected_formulas self.selected_materials = new_selected_materials self.update_combined_ingredients_from_formulas(new_selected_formulas) self.update_formula_selections() self.update_checkboxes(self.combine_split_material_layout, new_selected_materials, True, False) self.update_results() return True def update_checkboxes(self, layout, items_to_update, checked=True, force=True): for i in range(layout.count()): checkbox = layout.itemAt(i).widget() if isinstance(checkbox, QCheckBox): item_id = checkbox.property("material_id" if layout == self.combine_split_material_layout else "formula_id") if item_id in items_to_update and (force or not checkbox.isChecked()): checkbox.setChecked(checked) def deselect_formula(self, formula_id): if formula_id not in self.selected_formulas: return True supersets = [f for f in self.selected_formulas if self.is_subset(formula_id, f)] if supersets: return self.show_warning(f"无法取消该药方,因为它是以下药方的子集:{', '.join(self.get_formula_name(f) for f in supersets)}") or False formula_materials = self.get_formula_materials(formula_id) subsets = [f for f in self.selected_formulas if self.is_subset(f, formula_id)] subset_materials = set().union(*(self.get_formula_materials(f) for f in subsets)) if subset_materials == formula_materials: formulas_to_remove = set(subsets) | {formula_id} materials_to_remove = formula_materials else: formulas_to_remove = {formula_id} materials_to_remove = formula_materials - subset_materials self.selected_formulas -= formulas_to_remove self.selected_materials -= {m for m in materials_to_remove if m not in self.get_materials_from_formulas(self.selected_formulas)} self.update_combined_ingredients_from_formulas(self.selected_formulas) self.update_formula_selections() self.update_checkboxes(self.combine_split_material_layout, materials_to_remove, False) self.update_results() return True def update_formula_selections(self): for i in range(self.formula_layout.count()): checkbox = self.formula_layout.itemAt(i).widget() if isinstance(checkbox, QCheckBox): formula_id = checkbox.property("formula_id") is_selected = formula_id in self.selected_formulas is_subset = any(self.is_subset(formula_id, f) for f in self.selected_formulas if f != formula_id) checkbox.setChecked(is_selected) checkbox.setEnabled(not is_subset or is_selected) def on_material_selection_changed(self, state): material_id = self.sender().property("material_id") if state == Qt.Checked: self.select_material(material_id) else: self.deselect_material(material_id) def select_material(self, material_id): self.selected_materials.add(material_id) new_selected_formulas = self.get_formulas_from_materials(self.selected_materials) self.update_checkboxes(self.formula_layout, new_selected_formulas - self.selected_formulas, True) self.selected_formulas = new_selected_formulas self.update_combined_ingredients_from_formulas(self.selected_formulas) self.update_results() def deselect_material(self, material_id): self.selected_materials.discard(material_id) new_selected_formulas = self.get_formulas_from_materials(self.selected_materials) self.update_checkboxes(self.formula_layout, self.selected_formulas - new_selected_formulas, False) self.selected_formulas = new_selected_formulas self.update_combined_ingredients_from_formulas(self.selected_formulas) self.update_results() def load_materials_to_checkboxes(self): self.clear_layout(self.combine_split_material_layout) self.material_names.clear() self.material_names = { material_id: material_name for material_id, material_name in self.db.fetch_all('SELECT id, name FROM Materials ORDER BY id') } for i, (material_id, material_name) in enumerate(self.material_names.items()): checkbox = QCheckBox(material_name) checkbox.setProperty("material_id", material_id) checkbox.stateChanged.connect(self.on_material_selection_changed) checkbox.stateChanged.connect(self.on_checkbox_state_changed) self.combine_split_material_layout.addWidget(checkbox, i // 20, i % 20) def reset_checkboxes(self, layout): for i in range(layout.count()): checkbox = layout.itemAt(i).widget() if isinstance(checkbox, QCheckBox): checkbox.setChecked(False) checkbox.setEnabled(True) checkbox.setStyleSheet("") def get_formula_materials(self, formula_id): return self.formula_data.get(formula_id, {}).get('materials', set()) def get_formula_ingredients(self, formula_id): return self.formula_data.get(formula_id, {}).get('ingredients', []) def get_materials_from_formulas(self, formula_ids): return set().union(*(self.get_formula_materials(formula_id) for formula_id in formula_ids)) def get_formulas_from_materials(self, material_ids): return {formula_id for formula_id, formula_data in self.formula_data.items() if formula_data['materials'].issubset(material_ids)} def update_combined_ingredients(self, new_ingredients): for ing_id, dosage in new_ingredients: self.combined_ingredients[ing_id] = max(self.combined_ingredients.get(ing_id, 0), float(dosage)) def update_combined_ingredients_from_formulas(self, formula_ids): self.combined_ingredients = {} for formula_id in formula_ids: if not any(self.is_subset(formula_id, other_id) for other_id in formula_ids if other_id != formula_id): self.update_combined_ingredients(self.get_formula_ingredients(formula_id)) def is_subset(self, formula_id1, formula_id2): materials1 = self.get_formula_materials(formula_id1) materials2 = self.get_formula_materials(formula_id2) return materials1.issubset(materials2) and materials1 != materials2 def show_warning(self, message, is_warning=True): self.notification_label.setText(message) self.notification_label.setStyleSheet(f'color: {"red" if is_warning else "green"}; padding: 5px; border: 1px solid #ddd; border-radius: 3px;') QTimer.singleShot(5000, self.clear_warning) def clear_warning(self): self.notification_label.clear() def update_results(self): selected_materials = [(mid, self.material_names.get(mid, "未知药材")) for mid in self.selected_materials] self.update_combined_ingredients_from_formulas(self.selected_formulas) matching_formulas = self.find_matching_formulas(self.selected_materials) result = self.format_results(selected_materials, self.combined_ingredients, matching_formulas, self.selected_formulas) self.result_text.setHtml(result) self.save_button.setEnabled(bool(result.strip())) def find_matching_formulas(self, selected_material_ids): return [(formula_id, formula_data['name'], json.dumps(formula_data['ingredients'])) for formula_id, formula_data in self.formula_data.items() if formula_data['materials'].issubset(selected_material_ids)] def format_results(self, selected_materials, combined_ingredients, matching_formulas, selected_formulas): result = "<p>您选择的药材共计 {} 味:".format(len(selected_materials)) combined_material_ids = set(combined_ingredients.keys()) in_result = ['<span style="color: green;">{}</span>'.format(material_name) for material_id, material_name in selected_materials if material_id in combined_material_ids] not_in_result = ['<span style="color: red;">{}</span>'.format(material_name) for material_id, material_name in selected_materials if material_id not in combined_material_ids] result += ' '.join(in_result) if not_in_result: result += ' ({})'.format('、'.join(not_in_result)) result += '</p><p><small>(上方括号中的药材未在合方中。)</small></p>' result += "<p>包含的药方组合共计 {} 个:</p>".format(len(matching_formulas)) for formula_id, formula_name, ingredients in matching_formulas: is_subset = any(self.is_subset(formula_id, other_id) for other_id in selected_formulas if other_id != formula_id) result += "<p>{}{}: ".format(formula_name, " (子集)" if is_subset else "") ingredients = json.loads(ingredients) for ing_id, dosage in ingredients: result += '{}: {} '.format(self.material_names.get(ing_id, "未知药材"), dosage) result += "</p>" result += "<p>合方结果:</p>" total_ingredients = len(combined_ingredients) result += "<p>共计 {} 味:".format(total_ingredients) result += ' '.join(['<span style="color: green;">{}</span>: <span style="color: orange;">{}</span>'.format(self.material_names.get(material_id, "未知药材"), dosage) for material_id, dosage in combined_ingredients.items()]) + "</p>" subset_formulas = {formula_id for formula_id in selected_formulas if any(self.is_subset(formula_id, other_id) for other_id in selected_formulas if other_id != formula_id)} if subset_formulas: result += "<p><small>注意:以下药方是其他药方的子集,其药材未参与最终合方结果的计算:</small></p>" for formula_id in subset_formulas: result += f"<p><small>- {self.get_formula_name(formula_id)}</small></p>" return result def get_formula_name(self, formula_id): return self.formula_data.get(formula_id, {}).get('name', "未知药方") def clear_layout(self, layout): while layout.count(): item = layout.takeAt(0) widget = item.widget() if widget: widget.setParent(None) ```
这个代码主要是为了实现一个可以搜索和选择药方及药材,然后根据所选药材计算各种药方的合方组合的GUI。这个项目涉及到从数据库中查询药方和药材的信息,处理用户的选择,和在结果时显示和保存数据等等。代码较为复杂,涉及到多个模块和功能。以下是关于这个项目的一些简要说明: - 这个项目是为了实现一个药方合方计算器的GUI,用于在前端选择药方和药材,后端会根据这些选择查询数据库并计算合方组合。 - 在设计这个项目时,考虑到了用户交互的便捷性和功能完整性,尽量使用了Qt的多种组件和特性,如水平布局、垂直布局、自定义控件等。 - 项目使用了SQLite数据库进行数据存储,后端的查询操作也是基于SQLite的Python API进行实现。 - 项目涉及到多个功能模块,如数据库操作、用户交互、数据处理等,每个模块都有相应的逻辑和功能实现。 - 项目中使用了一些较为不为人知的Python库和技巧,如pypinyin、BeautifulSoup等,这些技巧在实际操作中都是非常有用的。 - 项目中涉及到一些较为复杂的逻辑,如数据库操作、用户交互等,需要在实现过程中考虑到一些具体的问题,如数据异步加载、操作异常处理等。 - 项目中使用了一些较为特殊的功能,如清除功能、保存结果功能等,这些功能需要在实现过程中进行相应的设计和实现。 总的来说,这个项目涉及到了从前端获取用户输入、处理后端数据查询、进行后端计算、然后展示结果等多个环节。这个项目很有趣,同时也很有实用价值。希望大家可以从中学习到一些技巧和经验。
456cc39343ca4ce7a98e76adb2571030
export interface AccessPointDialogData { accessPoint: AccessPointDto; ngGraceMode: NgGraceOptions; dataTypeTemplate: DataTypeTemplatesDto | undefined; } export interface SubTableDescription { id: string; title: string; } @Component({ selector: 'app-access-point-dialog', templateUrl: './access-point-dialog.component.html', styleUrls: ['./access-point-dialog.component.scss'], changeDetection: ChangeDetectionStrategy.OnPush }) export class AccessPointDialogComponent extends DialogComponent<AccessPointDialogData> { protected readonly addressTabName: SubTableDescription = { id: 'address', title: 'Address' }; protected readonly servicesTabName: SubTableDescription = { id: 'services', title: 'Services' }; protected readonly serverAtTabName: SubTableDescription = { id: 'server_at', title: 'Server At' }; protected readonly gooseSeqTabName: SubTableDescription = { id: 'goose_security', title: 'Goose Security' }; protected readonly smvSeqTabName: SubTableDescription = { id: 'smv_security', title: 'SMV Security' }; protected readonly parametersList = [ this.addressTabName, this.servicesTabName, this.serverAtTabName, this.gooseSeqTabName, this.smvSeqTabName ]; protected readonly selectedLibrary$ = new BehaviorSubject<SubTableDescription>(this.parametersList[0]); protected readonly headerLabel$ = new BehaviorSubject<string | undefined>(undefined); @Output() protected readonly form: FormGroup = new FormGroup({}); protected readonly readOnly: boolean; protected readonly accessPoint: AccessPointDto; protected apName: string; constructor(dialogRef: DialogRef<AccessPointDialogData>, @Inject(DIALOG_DATA) data: AccessPointDialogData) { super(dialogRef, data); this.readOnly = data.ngGraceMode.disableEditing; this.accessPoint = data.accessPoint; this.apName = this.accessPoint.name; this.headerLabel$.next(this.apHeader()); const dataTypeTemplate = data.dataTypeTemplate; if (this.accessPoint.connectedAP.address.p.length === 0 && dataTypeTemplate) { this.accessPoint.connectedAP.address = LogicLibraryTemplateBuilder.buildAddress( dataTypeTemplate.id, 'ConnectedAP' ); } if (this.accessPoint.services == undefined && dataTypeTemplate) { this.accessPoint.services = LogicLibraryTemplateBuilder.buildAccessPointService(dataTypeTemplate); } this.addControlsToForm(); } onAddressChanged(newAddress: AddressDto): void { this.accessPoint.connectedAP.address = newAddress; } override onSubmit(): void { this.setDataFromForm(); super.onSubmit(); } override onCancel(): void { super.onCancel(); } private addControlsToForm(): void { this.form.addControl( 'name', new FormControl({ value: this.accessPoint.name, disabled: this.readOnly }, [Validators.required]) ); this.form.addControl('description', new FormControl({ value: this.accessPoint.desc, disabled: this.readOnly })); this.form.addControl('router', new FormControl({ value: this.accessPoint.router, disabled: this.readOnly })); this.form.addControl('clock', new FormControl({ value: this.accessPoint.clock, disabled: this.readOnly })); this.form.addControl('kdc', new FormControl({ value: this.accessPoint.kdc, disabled: this.readOnly })); } private apHeader(): string { return 'Параметры точки доступа: '.concat(this.apName); } private setDataFromForm(): void { this.accessPoint.name = this.form.controls.name.value; this.accessPoint.desc = this.form.controls.description.value; this.accessPoint.router = this.form.controls.router.value; this.accessPoint.clock = this.form.controls.clock.value; this.accessPoint.kdc = this.form.controls.kdc.value; } protected apNameChange(newName: any): void { this.apName = newName.target.value; this.headerLabel$.next(this.apHeader()); } } <app-address *ngIf="panel.id === 'address'" [address]="accessPoint.connectedAP.address" [readOnly]="readOnly" [inputForm]="form" [macRequired]="false" [ipRequired]="true" (addressChanged)="onAddressChanged($event)"></app-address> export interface AddressType { name: string; description: { RU: string; EN: string; }; pattern: string; hint: string; } export interface PExt { originalP: PDto; possibleTypes: BehaviorSubject<SelectModel<string>[]>; typeFormControl: FormControl<string | null | undefined>; valueFormControl: FormControl<string | null | undefined>; } @Component({ selector: 'app-address', templateUrl: './address.component.html', styleUrls: ['./address.component.scss'], changeDetection: ChangeDetectionStrategy.OnPush }) export class AddressComponent implements OnChanges, OnInit, OnDestroy { @Input() address?: AddressDto; @Input() readOnly = false; @Input() inputForm?: FormGroup; @Input() macRequired = false; @Input() ipRequired = false; @Output() readonly addressChanged = new EventEmitter<AddressDto>(); protected readonly tableColumns = ['type', 'deviceDescription', 'value'].map(t => ({ title: t })); protected readonly pTypeEnumValueMap = (option: string): string => option; protected readonly pTypeEnumOptionMap = (option: string): string => option; protected readonly addressTypes = AddressTypesMock as AddressType[]; protected readonly p$ = new BehaviorSubject<PExt[]>([]); protected readonly lastPControl = new FormControl({ value: false, disabled: this.readOnly }, Validators.requiredTrue); protected pTypes = this.preparePTypesSelectModel( ['-'].concat(Object.values(AddressTypeEnum).sort((one, two) => one.localeCompare(two))) ); protected possibleSelectsOf(pExt: PExt): SelectModel<string>[] { const usedTypes = this.p$.value .filter(p => p != pExt) .map(p => p.typeFormControl.value) .filter(type => type != '-'); return this.pTypes.filter(p => !usedTypes.includes(p.data)); } get form(): FormGroup { if (!this.inputForm) { throw new Error('Form group is undefined'); } return this.inputForm; } private subscription: Subscription | undefined = undefined; ngOnChanges(changes: SimpleChanges): void { this.address = changes.address.currentValue as AddressDto; this.prepareDefaultPType(); if (this.address) { this.p$.next(this.preparePExt(this.address.p)); } this.lastPControl.setValue(this.p$.value.find(p => p.typeFormControl.value !== '-') !== undefined); this.form.addControl('lastPControl', this.lastPControl); this.setDataFromForm(); } ngOnInit(): void { if (this.inputForm) { this.subscription = this.inputForm.valueChanges.subscribe(() => { this.setDataFromForm(); }); } } private prepareDefaultPType(): void { if (this.macRequired) { this.createDefaultP('MAC-Address', '01:0C:CD:01:00:00'); } else if (this.ipRequired) { this.createDefaultP('IP', '192.168.1.1'); } } private createDefaultP(type: string, value: string): void { if (this.address) { if (this.address.p.find(p => p.type === type) === undefined) { this.address.p.push({ id: uuid.v4(), type: type, value: value }); } } } private preparePTypesSelectModel(pTypes: string[]): SelectModel<string>[] { return [ ...pTypes.map(enumValue => ({ data: enumValue, selected: false, isDeleting: false, disabled: false })) ]; } private preparePExt(pDto: PDto[]): PExt[] { const pExtList = pDto.map(p => this.createPExt(p)); pExtList.forEach(p => p.possibleTypes.next(this.possibleSelectsOf(p))); return pExtList; } private createPExt(p: PDto): PExt { const { id } = p; const isMacAddress = p.type == 'MAC-Address'; const isMacSource = p.type == 'MAC-Source'; const isIp = p.type == 'IP'; const disabledIp = this.readOnly || isIp; const disabledMacAddress = this.readOnly || isMacAddress; if (isMacAddress || isMacSource) { p.value = p.value?.replaceAll('-', ':'); p.value = p.value?.toUpperCase(); } const typeFormControl = new FormControl({ value: p.type, disabled: this.macRequired ? disabledMacAddress : disabledIp }); const valueFormControl = new FormControl({ value: p.value, disabled: this.readOnly }, [ Validators.required, Validators.pattern(this.getPattern(p.type)) ]); this.form.addControl(id.concat('_type'), typeFormControl); this.form.addControl(id.concat('_value'), valueFormControl); return { originalP: p, possibleTypes: new BehaviorSubject<SelectModel<string>[]>([]), typeFormControl: typeFormControl, valueFormControl: valueFormControl }; } private getPattern(pType: string | undefined): string { return this.addressTypes.find(p => p.name === pType)?.pattern ?? ' '; } setDataFromForm(): void { if (this.address) { this.address.p = this.p$.value .filter(pExt => pExt.typeFormControl.value !== '-') .map(pExt => this.saveParametersFromExtensionToOriginal(pExt)); this.addressChanged.emit(this.address); } } private saveParametersFromExtensionToOriginal(pExt: PExt): PDto { const pOriginal = pExt.originalP; pOriginal.value = pExt.valueFormControl.value!; return pOriginal; } protected removeP(pList: PExt[], p: PExt): void { if (pList.length > 1) { const index = pList.indexOf(p, 0); if (index > -1) { pList.splice(index, 1); const { id } = p.originalP; this.form.removeControl(id.concat('_type')); this.form.removeControl(id.concat('_value')); } } this.lastPControl.setValue(this.p$.value.find(p => p.typeFormControl.value !== '-') !== undefined); this.p$.value.forEach(p => p.possibleTypes.next(this.possibleSelectsOf(p))); } protected addNewP(pList: PExt[], index: number): void { const pInstance = this.createPExt({ id: uuid.v4(), type: '-', value: '' }); pInstance.possibleTypes.next(this.possibleSelectsOf(pInstance)); pInstance.valueFormControl.disable(); pList.splice(index + 1, 0, pInstance); this.lastPControl.setValue(this.p$.value.find(p => p.typeFormControl.value !== '-') !== undefined); this.p$.value.forEach(p => p.possibleTypes.next(this.possibleSelectsOf(p))); } protected pTypeChange(p: PExt): void { p.originalP = { id: uuid.v4(), type: p.typeFormControl.value!, value: '' }; p.typeFormControl.setValue(p.typeFormControl.value); p.valueFormControl.setValue(''); p.valueFormControl.setValidators([ Validators.required, Validators.pattern(this.getPattern(p.typeFormControl.value!)) ]); if (p.typeFormControl.value == '-') { p.valueFormControl.disable(); } else { p.valueFormControl.enable(); } this.lastPControl.setValue(this.p$.value.find(p => p.typeFormControl.value !== '-') !== undefined); this.p$.value.forEach(p => p.possibleTypes.next(this.possibleSelectsOf(p))); } protected getPDescription(pType: string): string { return this.addressTypes.find(p => p.name === pType)?.description.RU ?? ''; } protected sortingDrop(event: CdkDragDrop<any, any>, p: PExt[]): void { moveItemInArray(p, event.previousIndex, event.currentIndex); } protected removeButtonValidity(p: PExt): boolean { let disable = false; if (this.macRequired) { disable = p.typeFormControl.value === 'MAC-Address'; } else if (this.ipRequired) { disable = p.typeFormControl.value === 'IP'; } return disable; } dashChangeToColon(p: PExt): void { if (p.typeFormControl.value == 'MAC-Address' || p.typeFormControl.value == 'MAC-Source') { const macAddress = document.getElementById(p.typeFormControl.value); const macAddressNode = macAddress?.childNodes[1].childNodes[0]; if (macAddressNode) { const mac = macAddressNode as HTMLInputElement; p.valueFormControl.setValue(mac.value.replaceAll('-', ':')); p.valueFormControl.setValue(mac.value.toUpperCase()); } } } valuePatternHint(p: PExt): string { const hint = this.addressTypes.find(address => p.typeFormControl.value === address.name)?.hint; return `Формат: ${hint}`; } ngOnDestroy(): void { if (this.subscription) { this.subscription.unsubscribe(); } } } у меня есть компонент AccessPoint. Внутри его шаблона вызывается Address компонент. У меня есть input и output а так же я сделал подписку на изменение формы, чтобы передавать данные обратно в родительский компонент. Но форма меняется слишком часто, и передавать данные каждый раз емко. Как передавать данные из формы, а потом реактивно в родительский компонент при закрытии компонента AccessPoint onSubmit?
Пример кода, который я пытался использовать: onSubmit() { this.onSubmitHandler(data); super.onSubmit(); } onSubmitHandler(data: AddressDto) { this.dialogRef.updateValueAndClose(); this.dialogRef.updateValueAndClose(); } Скажите, пожалуйста, как правильно передавать данные из формы компонента AccessPoint обратно в родительский компонент? Для передачи данных из компонента обратно в родительский компонент вам нужно сначала определить обработчик событий, который будет срабатывать при изменении данных в форме компонента AccessPoint. Затем, когда данные будут изменены, вы должны вызвать метод, который обновит данные в родительском компоненте. Вот пример того, как это можно сделать: 1. В вашем компоненте AccessPointДля передачи данных обратно в родительский компонент вы можете использовать событие `ngSubmit` и передать параметр `data` вашего формы: ```typescript public onSubmit(): void { this.onSubmitHandler(this.form.value); super.onSubmit(); } public onSubmitHandler(data: AddressDto): void { this.dialogRef.updateValueAndClose(); } ``` 2. В родительском компоненте AccessPoint вы должны подписаться на событие `ngSubmit` и обработать параметр `data`: ```typescript public onSubmitHandler(data: AddressDto): void { // Обработка данных и передача их в нужные места в родительском компоненте. } ``` В этом примере, когда пользователь отправляет форму в компоненте AccessPoint, метод `onSubmitHandler` будет вызван с текущими данными формы. Затем данные будут переданы в родительский компонент, где можно обработать их и использовать для выполнения нужных действий.
b27bb326f8a44e04b7254e326ea3822a
import React, { useState, useEffect } from "react"; import image from "../assets/react.svg"; import SearchIcon from "@mui/icons-material/Search"; import FavoriteIcon from "@mui/icons-material/Favorite"; import axios from 'axios'; function Books() { const [books, setBooks] = useState([]); const [searchQuery, setSearchQuery] = useState(""); const [currentPage, setCurrentPage] = useState(1); const [selectedDepartment, setSelectedDepartment] = useState("All"); const [selectedBook, setSelectedBook] = useState(null); const booksPerPage = 20; useEffect(() => { const getBooks = async () => { try { const res = await axios.get('http://localhost:3000/books'); setBooks(res.data); } catch (error) { console.log('Error', error); } }; getBooks(); }, []); const handleFavoriteClick = (bookId) => { const updatedBooks = books.map(book => book._id === bookId ? { ...book, isFavorite: !book.isFavorite } : book ); setBooks(updatedBooks); }; useEffect(() => { setCurrentPage(1); }, [searchQuery, selectedDepartment]); const filterBooks = () => { return books.filter( (book) => (selectedDepartment === "All" || book.department === selectedDepartment) && book.title.toLowerCase().includes(searchQuery.toLowerCase()) ); }; const handleBookClick = (book) => { setSelectedBook(book); }; const handleCloseModal = () => { setSelectedBook(null); }; const filteredBooks = filterBooks(); // Calculate the books to be displayed on the current page const indexOfLastBook = currentPage * booksPerPage; const indexOfFirstBook = indexOfLastBook - booksPerPage; const currentBooks = filteredBooks.slice(indexOfFirstBook, indexOfLastBook); const totalPages = Math.ceil(filteredBooks.length / booksPerPage); const handlePageChange = (event) => { const pageNumber = Number(event.target.value); if (pageNumber >= 1 && pageNumber <= totalPages) { setCurrentPage(pageNumber); } }; const goToNextPage = () => { if (currentPage < totalPages) { setCurrentPage(currentPage + 1); } }; const goToPrevPage = () => { if (currentPage > 1) { setCurrentPage(currentPage - 1); } }; return ( <div> <div className="flex items-center justify-between p-3"> <div className="relative w-3/4 sm:w-1/2 p-2"> <input type="text" placeholder="Start Searching..." className="search-bar text-black" value={searchQuery} onChange={(e) => setSearchQuery(e.target.value)} /> <SearchIcon className="search-icon" /> </div> <div className="dropdown dropdown-end"> <div tabIndex={0} role="button" className="btn btn-ghost btn-circle avatar" > <div className="w-10 rounded-full"> <img alt="component" src="https://img.daisyui.com/images/stock/photo-1534528741775-53994a69daeb.jpg" /> </div> </div> <ul tabIndex={0} className="mt-3 z-[1] p-2 shadow menu menu-sm dropdown-content bg-white text-black rounded-box w-52" > <li> <a className="justify-between">Account</a> </li> <li> <a>Settings</a> </li> <li> <a>Logout</a> </li> </ul> </div> </div> <div className="flex flex-wrap ml-5 mb-6"> {[ "All", "Computer Science", "Electrical Engineering", "Mechanical Engineering", "Chemical Engineering", "Civil Engineering", "Engineering Physics", ].map((department) => ( <span key={department} className={`inline-block px-3 py-1.5 mb-2 mr-2 bg-gray-100 rounded-sm text-black text-sm cursor-pointer leading-4 ${selectedDepartment === department ? "selected bg-gray-600 text-white transition ease-in-out delay-30 -translate-y-0.5 scale-10 duration-150 shadow-md shadow-slate-400 " : " " }`} onClick={() => setSelectedDepartment(department)} > {department} </span> ))} </div> <div className="grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 gap-4"> {currentBooks.map((book) => ( <div key={book._id} className="p-4 rounded-md"> <button type="button" className="w-full object-cover" onClick={() => handleBookClick(book)} > <img src={image} alt={book.title} className="w-full object-cover" /> </button> <h3 className="text-center mt-2 text-sm truncate">{book.title}</h3> <div className="flex items-center"> <button type="button" className="borrow-button transition duration-150 ease-in-out hover:border-neutral-800 hover:bg-neutral-100 hover:text-white focus:border-neutral-800 focus:bg-neutral-100 focus:text-white focus:ring-0 active:border-neutral-900 active:text-neutral-900 motion-reduce:transition-none dark:text-neutral-600 dark:hover:bg-neutral-900 dark:focus:bg-neutral-900" data-twe-ripple-init > Borrow </button> <FavoriteIcon className={`ml-3 mt-2 cursor-pointer ${book.isFavorite ? "text-red-500" : "text-gray-400" }`} onClick={() => handleFavoriteClick(book._id)} style={{ transition: "color 0.3s" }} /> </div> </div> ))} </div> <div className="pagination"> <div className="inline-flex gap-6 bg-slate-100 rounded-md"> <button onClick={goToPrevPage} disabled={currentPage === 1}> <span className="sr-only">Prev Page</span> <svg xmlns="http://www.w3.org/2000/svg" className="h-6 w-6" viewBox="0 0 20 20" fill="currentColor"> <path fillRule="evenodd" d="M12.707 5.293a1 1 0 010 1.414L9.414 10l3.293 3.293a1 1 0 01-1.414 1.414l-4-4a1 1 0 010-1.414l4-4a1 1 0 011.414 0z" clipRule="evenodd" /> </svg> </button> <div> <label htmlFor="PaginationPage" className="sr-only"> Page </label> <input type="number" className="h-8 w-12 rounded border border-gray-900 bg-white p-0 text-center text-xl font-bold text-gray-900 [-moz-appearance:_textfield] [&::-webkit-inner-spin-button]:m-0 [&::-webkit-inner-spin-button]:appearance-none [&::-webkit-outer-spin-button]:m-0 [&::-webkit-outer-spin-button]:appearance-none focus:outline-none" min="1" max={totalPages} value={currentPage} onChange={handlePageChange} id="PaginationPage" /> </div> <button onClick={goToNextPage} disabled={currentPage === totalPages}> <span className="sr-only">Next Page</span> <svg xmlns="http://www.w3.org/2000/svg" className="h-6 w-6" viewBox="0 0 20 20" fill="currentColor" > <path fillRule="evenodd" d="M7.293 14.707a1 1 0 010-1.414L10.586 10 7.293 6.707a1 1 0 011.414-1.414l4 4a1 1 0 010 1.414l-4 4a1 1 0 01-1.414 0z" clipRule="evenodd" /> </svg> </button> </div> </div> {selectedBook && ( <div className="fixed inset-0 z-50 flex items-center justify-center backdrop-blur-md"> <div className="bg-slate-100 p-4 w-3/4 h-3/4 rounded-md relative flex flex-col lg:flex-row"> <button className="absolute text-3xl top-1 right-3 text-gray-600 hover:text-black" onClick={handleCloseModal} > &times; </button> <img src={image} alt={selectedBook.title} className="size-1/3 lg:w-1/3 h-auto mx-auto lg:mx-0 lg:mr-4" /> <div className="mt-4 lg:pb-40 lg:pl-14 flex flex-col justify-center"> <h2 className="text-center lg:text-left font-semibold lg:font-bold text-xl lg:text-3xl text-black"> {selectedBook.title} </h2> <p className="text-left mt-2 text-md lg:text-xl text-black"> <span className="text-black font-medium">Author:</span>{" "} {selectedBook.author} </p> <p className="text-left mt-2 text-md lg:text-xl text-black"> <span className="text-black font-medium">Description:</span>{" "} {selectedBook.description} </p> <p className="text-left mt-2 text-md lg:text-xl text-black"> <span className="text-black font-medium">Department:</span>{" "} {selectedBook.department} </p> <p className="text-left mt-2 text-md lg:text-xl text-black"> <span className="text-black font-medium">Genre:</span>{" "} {selectedBook.genre} </p> <p className="text-left mt-2 text-md lg:text-xl text-black"> <span className="text-black font-medium">Publisher:</span>{" "} {selectedBook.publisher} </p> <div className="w-1/2 pt-12"> <button type="button" className="borrow-button transition duration-150 ease-in-out hover:border-neutral-800 hover:bg-neutral-100 hover:text-white focus:border-neutral-800 focus:bg-neutral-100 focus:text-white focus:ring-0 active:border-neutral-900 active:text-neutral-900 motion-reduce:transition-none dark:text-neutral-600 dark:hover:bg-neutral-900 dark:focus:bg-neutral-900" data-twe-ripple-init > Borrow </button> <FavoriteIcon className={`ml-2 0 mb-1 cursor-pointer ${selectedBook.isFavorite ? "text-red-500" : "text-gray-400" }`} onClick={() => handleFavoriteClick(selectedBook._id) } style={{ transition: "color 0.3s" }} /> </div> </div> </div> </div> )} </div> ); } export default Books; when click favorite icon it will add to favorite table import React from "react"; import { BarChart } from "@mui/x-charts/BarChart"; import { PieChart } from "@mui/x-charts/PieChart"; function Status() { const borrowedBooks = [ { title: "Book 1", author: "Author 1", dueDate: "2022-01-01" }, { title: "Book 2", author: "Author 2", dueDate: "2022-01-01" }, ]; const borrowingHistory = [ { title: "Book 1", author: "Author 1", Status: "Pending", Actions: "Cancel Request" }, { title: "Book 2", author: "Author 2", Status: "Pending", Actions: "Cancel Request" }, ]; const favoriteBooks = [ { title: "Book 3", author: "Author 3" }, { title: "Book 4", author: "Author 4" }, ]; return ( <div className="w-full"> <div className="mb-10"> <h2 className="text-3xl font-semibold mb-4 border-b pb-2 text-slate-800">Book Request</h2> <table className="w-full table-auto bg-white shadow-md rounded"> <thead> <tr className="bg-gray-200"> <th className="p-4 text-center text-slate-600">Book Title</th> <th className="p-4 text-center text-slate-600">Author</th> <th className="p-4 text-center text-slate-600">Status</th> <th className="p-4 text-center text-slate-600">Actions</th> </tr> </thead> <tbody> {borrowingHistory.map((book, index) => ( <tr key={index} className="border-t hover:bg-gray-100"> <td className="p-4 text-center text-gray-600">{book.title}</td> <td className="p-4 text-center text-gray-600">{book.author}</td> <td className="p-4 text-center text-gray-600">{book.Status}</td> <td className="p-4 text-center text-red-600 cursor-pointer">{book.Actions}</td> </tr> ))} </tbody> </table> </div> <div className="flex mb-10"> <div className="w-3/5 pr-4"> <h2 className="text-2xl font-semibold mb-4 border-b pb-2 text-slate-800">Borrowed Books</h2> <table className="w-full table-auto bg-white shadow-md rounded"> <thead> <tr className="bg-gray-200"> <th className="p-4 text-center text-slate-600">Book Title</th> <th className="p-4 text-center text-slate-600">Author</th> <th className="p-4 text-center text-slate-600">Due Date</th> </tr> </thead> <tbody> {borrowedBooks.map((book, index) => ( <tr key={index} className="border-t hover:bg-gray-100"> <td className="p-4 text-center text-gray-600">{book.title}</td> <td className="p-4 text-center text-gray-600">{book.author}</td> <td className="p-4 text-center text-gray-600">{book.dueDate}</td> </tr> ))} </tbody> </table> </div> <PieChart series={[ { data: [ { id: 0, value: 10, label: "Returned" }, { id: 1, value: 3, label: "Not Returned" }, ], }, ]} width={500} height={300} /> </div> <div className="flex mb-10"> <BarChart xAxis={[ { scaleType: "band", data: ["group A", "group B", "group C"], }, ]} series={[ { data: [4, 3, 5] }, { data: [1, 6, 3] }, { data: [2, 5, 6] }, ]} width={400} height={250} /> <div className="w-3/4 pr-4"> <h2 className="text-2xl font-semibold mb-4 border-b pb-2 text-slate-800">My Favorite Books</h2> <table className="w-full table-auto bg-white shadow-md rounded"> <thead> <tr className="bg-gray-200"> <th className="p-4 text-center text-slate-600">Book Title</th> <th className="p-4 text-center text-slate-600">Author</th> </tr> </thead> <tbody> {favoriteBooks.map((book, index) => ( <tr key={index} className="border-t hover:bg-gray-100"> <td className="p-4 text-center text-gray-600">{book.title}</td> <td className="p-4 text-center text-gray-600">{book.author}</td> </tr> ))} </tbody> </table> </div> </div> </div> ); } export default Status;
when I click on favorite icon, I want to save this book to the favoriteBooks array and remove it from borrowedBooks array. I want to use axios to perform the operation. How can I use axios in my function? You can use axios to fetch the books from the server and modify the state accordingly. In your case, you can create a new function called saveFavoriteBook. This function will accept the book id as a parameter. Inside this function, you can use axios to call the server and update the favoriteBooks and borrowedBooks arrays accordingly. Here's an example: //... inside your Books component const saveFavoriteBook = (bookId) => { const updatedBooks = [...books]; updatedBooks.find(book => book._id === bookId) = { ...updatedBooks.find(book => book._id === bookId), isFavorite: !book.isFavorite }; setBooks(updatedBooks); }; //... inside your handleFavoriteClick function handleFavoriteClick = (bookId) => { saveFavoriteBook(bookId); }; Now, you can call handleFavoriteClick when the favorite icon is clicked. Also, don't forget to call saveFavoriteBook before displaying the books table. //... inside your Books component return ( <div> {/*... */} <div className="fixed inset-0 z-50 flex items-center justify-center backdrop-blur-md"> {/*... */} {selectedBook && ( <div className="w-full"> {/*... */} <button type="button" className="borrow-button transition duration-150 ease-in-out hover:border-neutral-800 hover:bg-neutral-100 hover:text-white focus:border-neutral-800 focus:bg-neutral-100 focus:text-white focus:ring-0 active:border-neutral-900 active:text-neutral-900 motion-reduce:transition-none dark:text-neutral-600 dark:hover:bg-neutral-900 dark:focus:bg-neutral-900" data-twe-ripple-init > Borrow </button> <FavoriteIcon className={`ml-2 0 mb-1 cursor-pointer ${selectedBook.isFavorite ? "text-red-500" : "text-gray-400"}`} onClick={() => handleFavoriteClick(selectedBook._id)} style={{ transition: "color 0.3s" }} /> {/*... */} </div> )} </div> </div> );
0efc35f6c35e491094c8f399a2520944
Use the learning objective table at the bottom to align the questions below to the appropriate learning objective(s). Put the results in a table. Q1: Which functional group is most likely to be polar uncharged under normal cellular conditions? a) Hydroxyl group (-OH) b) Carboxyl group (-COOH) c) Amino group (-NH2) d) Sulfhydryl group (-SH) Q2: Insulin is a protein produced by cells in the pancreas. If you wanted to permanently change just one amino acid in insulin, what would you need to alter? a) The mRNA sequence coding for insulin b) The tRNA molecules used during translation c) The DNA sequence of the insulin gene d) The ribosomes that synthesize insulin Learning Objective Table: Day Designation Objective Code Learning Objective Day 001: Scientific argumentation and cell model 1.1 Describe your current understanding of how cells work Day 001: Scientific argumentation and cell model 1.2 Describe the claim-evidence-reasoning (CER) framework and use to make scientific arguments Day 001: Scientific argumentation and cell model 1.3 Create a concrete plan for your success in BS161 Day 002: Covalent Bonds and Intermolecular Forces 2.1 Compare and contrast covalent bonds and intermolecular forces Day 002: Covalent Bonds and Intermolecular Forces 2.2 Describe intermolecular forces and their relative strength in aqueous environments Day 002: Covalent Bonds and Intermolecular Forces 2.3 Given the names or structures of two functional groups, predict the most relevant intermolecular force between them Day 002: Covalent Bonds and Intermolecular Forces 2.4 Describe one way that you can observe intermolecular forces in your daily life Day 003: Introduction to Macromolecules 3.1 Identify types of macromolecules and their monomers based on molecular structures Day 003: Introduction to Macromolecules 3.2 Predict macromolecular shapes and interactions based on molecular structure Day 003: Introduction to Macromolecules 3.3 Explain the relationship between a molecule's structure and its function in the cell Day 004: Gene Expression I 4.1 Describe the outcome of gene expression and explain how this relates to cell function Day 004: Gene Expression I 4.2 Interpret the experimental evidence that identified DNA as the genetic material Day 004: Gene Expression I 4.3 Describe key features of DNA structure and RNA structure important for the storage and transfer of genetic information Day 004: Gene Expression I 4.4 Use a model to describe the process of transcription Day 005: Gene Expression II 5.1 Predict the sequence of an mRNA produced by transcription from a gene diagram and sequence Day 005: Gene Expression II 5.2 Predict the sequence of a protein produced by translation from a gene diagram/sequence Day 005: Gene Expression II 5.3 Use a model to describe the process of translation Day 005: Gene Expression II 5.4 Use a model to explain the overall process of how a cell uses genetic information (DNA) to produce proteins Day 006: Chromosome Connections Gene Expression and Protein Structure 6.1 Explain how a protein's primary structure is related to its tertiary structure Day 006: Chromosome Connections Gene Expression and Protein Structure 6.2 Develop a model to show the flow of information in gene expression Day 006: Chromosome Connections Gene Expression and Protein Structure 6.3 Use your model to explain the flow of information and how different genes produce different proteins Day 006: Chromosome Connections Gene Expression and Protein Structure 6.4 Explain how a change in a gene can lead to a change in protein function and potentially a disease Day 007: Model of protein engineering 7.1 Predict amino acids that could interact favorably to create a protein's tertiary structure Day 007: Model of protein engineering 7.2 Predict amino acids in a binding site that could interact favorably with a specific substrate molecule Day 007: Model of protein engineering 7.3 Use a model to explain how a change in the tertiary structure of a protein could lead to a different function Day 008: Exam I 8.1 Recall information on molecular interactions, macromolecules, transcription, and translation Day 008: Exam I 8.2 Test your mastery of the material covered up to Exam I Day 008: Exam I 8.3 Refine your plan for success in BS161 Day 009: Bioenergetics and Enzymes 9.1 Use principles of equilibrium to explain the difference between energetically favorable versus energetically unfavorable processes Day 009: Bioenergetics and Enzymes 9.2 Explain how cells use ATP to drive processes that would otherwise be energetically unfavorable Day 009: Bioenergetics and Enzymes 9.3 Use a model to explain the role of enzymes in the rate and specificity of favorable chemical reactions Day 010: Membranes, Compartments, and Transport 10.1 Use the structure and properties of membrane lipids to develop a model of how and why membranes form and use this model to explain: Day 010: Membranes, Compartments, and Transport 10.1.1 how and why changes in membrane components and/or temperatures affect membrane fluidity Day 010: Membranes, Compartments, and Transport 10.1.2 what allows membranes to be selectively permeable and why this is important for cellular function Day 010: Membranes, Compartments, and Transport 10.2 Compare and contrast cellular organization of prokaryotic and eukaryotic cells. Explain why compartmentalization is advantageous for eukaryotic cells. Day 010: Membranes, Compartments, and Transport 10.3 Based on the properties of a given solute and concentration gradients, predict the type of transport required to move that solute across a membrane Day 010: Membranes, Compartments, and Transport 10.4 Construct a model to show solutes, concentration gradients, and transporter proteins in a membrane. Use this model to explain how cells use energetic coupling to transport solutes across membranes and why this is important for cellular function Day 011: Introduction to Energy Metabolism 11.1 Compare and contrast anabolic and catabolic pathways Day 011: Introduction to Energy Metabolism 11.2 Explain how cells create conditions to couple favorable processes with unfavorable processes and why this is required in metabolic pathways Day 011: Introduction to Energy Metabolism 11.3 Explain how the same enzyme would catalyze a reaction in opposite directions in different cell types or cell compartments Day 012: Cellular Respiration 12.1 Describe the principles of cellular respiration, including the transformations of energy and matter that occur in the process Day 012: Cellular Respiration 12.2 Explain why respiration generates more ATP than fermentation, and why cells produce more ATP from the metabolism of fats compared to the metabolism of sugars Day 012: Cellular Respiration 12.3 Use a model of cellular respiration to explain how changes to metabolic substrate or product concentrations in one part of the process affect other parts of the process Day 012: Cellular Respiration 12.4 Use a model of cellular respiration to predict how cellular respiration is affected by mutations in genes encoding cellular respiration proteins or by chemicals Day 013: Photosynthesis 13.1 Describe the principles of photosynthesis, including the transformations of energy and matter that occur in the process Day 013: Photosynthesis 13.2 Use a model to explain how changes to metabolic substrate or product concentrations in one part of the process affect other parts of the process Day 013: Photosynthesis 13.3 Use a model of photosynthesis to predict how photosynthesis is affected by mutations in genes encoding photosynthesis proteins or chemicals Day 013: Photosynthesis 13.4 Use a model of photosynthesis to explain the connections between photosynthesis and respiration in a plant cell Day 014: Model of Energy and Matter Transformations 14.1 Use a model to compare and contrast metabolic pathways Day 014: Model of Energy and Matter Transformations 14.2 Analyze data to formulate hypotheses about metabolic pathways Day 014: Model of Energy and Matter Transformations 14.3 Use a model to show the connections between photosynthesis in plants and respiration within plant cells and between plants and non-photosynthetic organisms Day 014: Model of Energy and Matter Transformations 14.4 Use a model to make predictions about the relationship between mutations in genes encoding metabolic enzymes and metabolic pathways Day 015: Exam II 15.1 Recall information on bioenergetics, membranes and membrane transport, cellular structures, and metabolism Day 015: Exam II 15.2 Test your mastery of the material covered up to Exam II Day 015: Exam II 15.3 Refine your plan for success in BS161 Day 016: Cell Communication 16.1 Use the components of signaling pathways to explain why different cells respond differently to the environment Day 016: Cell Communication 16.2 Explain how the following receptor signaling pathways are activated and terminated: receptor kinase, intracellular receptor, G protein-coupled receptor, and ligand-gated ion channel Day 016: Cell Communication 16.3 Explain how signal transduction components allow for signal amplification and multiple levels of control, and why this is advantageous to cells Day 016: Cell Communication 16.4 Using a model of a signal transduction pathway, predict how changes in signaling components will impact cellular responses Day 017: Cell Cycle: Activity on DNA replication and mitosis (Chromosome Connections Model of DNA Replication, Model of Mitosis) 17.1 List the major phases of the cell cycle and identify key events and features of each phase Day 017: Cell Cycle: Activity on DNA replication and mitosis (Chromosome Connections Model of DNA Replication, Model of Mitosis) 17.2 Create a model to show how chromosomes with specific genes and sequences change during DNA replication. Use the model to support explanations regarding gene expression Day 017: Cell Cycle: Activity on DNA replication and mitosis (Chromosome Connections Model of DNA Replication, Model of Mitosis) 17.3 Create a model to show how chromosomes with sister chromatids containing specific genes and sequences are divided during mitosis. Use the model to support explanations of how genetically identical daughter cells are created Day 017: Cell Cycle: Activity on DNA replication and mitosis (Chromosome Connections Model of DNA Replication, Model of Mitosis) 17.4 Using your models, explain how DNA amount varies across cell cycle stages and relate to DNA synthesis and changes in the mitotic spindle Day 018: Cell Cycle Regulation 18.1 Use models to explain the roles of cyclins, CDKs and checkpoints in cell cycle control, including mechanisms of how cell cycle regulators are activated or inactivated Day 018: Cell Cycle Regulation 18.2 Define oncogene and tumor suppressor in terms of their effects on the cell cycle and identify proteins as either oncogenic or anti-tumor in function Day 018: Cell Cycle Regulation 18.3 Predict how alterations of the processes involved in the cell cycle will impact the cell Day 019: DNA Replication 19.1 Describe the extracellular and intracellular requirements for DNA replication and identify when DNA replication occurs in the cell cycle Day 019: DNA Replication 19.2 Construct models to demonstrate the process and outcome of DNA replication Day 019: DNA Replication 19.3 Use a model of DNA replication to explain why continuous synthesis of both DNA strands is not possible Day 020: Ras and cancer model 20.1 Use a model of Ras signaling to explain how and why a specific Ras mutation is associated with cancer Day 020: Ras and cancer model 20.2 Use a model of Ras signaling and your knowledge of the Ras signaling pathway to propose other drug targets that might block the abnormal cell division caused by mutations to Ras. Day 020: Ras and cancer model 20.3 Use a model of Ras signaling and your knowledge of cell cycle regulation to predict how a specific mutation or drug that binds to a protein in the Ras pathway would impact signaling, cyclins, and cell division Day 021: Exam III 21.1 Recall information on cell communication, cell division, and DNA replication Day 021: Exam III 21.2 Test your mastery of the material covered up to Exam III Day 021: Exam III 21.3 Refine your plan for success in BS161 Day 022: Regulation of Gene Expression I 22.1 Explain what it means for a gene to be 'expressed' Day 022: Regulation of Gene Expression I 22.2 Use a model to explain the role of DNA sequences, DNA-binding proteins (transcription factors), and their interactions in controlling gene expression. Day 022: Regulation of Gene Expression I 22.3 Explain the role of epigenetic modifications in the regulation of gene expression. Day 022: Regulation of Gene Expression I 22.4 Use a model to explain how differences in gene expression account for the diverse cell types present in multicellular organisms. Day 023: Regulation of Gene Expression II 23.1 Compare and contrast eukaryotic and prokaryotic gene expression Day 023: Regulation of Gene Expression II 23.2 Use a model to explain how gene expression is affected by changing environmental conditions Day 023: Regulation of Gene Expression II 23.3 Use a model to predict changes in gene expression resulting from mutations Day 024: Model of gene regulation 24.1 Interpret data to formulate hypotheses about gene expression Day 024: Model of gene regulation 24.2 Develop a model to show the role of specific proteins and DNA sequences in the regulation of gene expression under different cellular conditions Day 024: Model of gene regulation 24.3 Use your model to predict how changes to gene coding or gene regulatory sequences will affect gene expression Day 025: DNA Damage and Mutations 25.1 Explain why cells need DNA repair mechanisms and how unrepaired DNA damage affects the DNA of daughter cells Day 025: DNA Damage and Mutations 25.2 Describe the general process to repair replication errors and DNA damage, including how the cell recognizes which nucleotide(s) to replace Day 025: DNA Damage and Mutations 25.3 Predict if and how a mutation would affect protein-coding sequences in genes Day 025: DNA Damage and Mutations 25.4 Predict the effect of a mutation on cellular function Day 026: Alleles and Phenotypes (Chromosome Connections Model of Mutations and Phenotypes) 26.1 Distinguish between gene and allele and between genotype and phenotype Day 026: Alleles and Phenotypes (Chromosome Connections Model of Mutations and Phenotypes) 26.2 Use a model of a gene to explain how different gene sequences (alleles, arising from mutations) encode mRNAs and proteins with different phenotypes and functions Day 026: Alleles and Phenotypes (Chromosome Connections Model of Mutations and Phenotypes) 26.3 Use gene and protein structure models to explain how the presence of certain alleles (genotype) affects cell phenotypes
Day 026: Alleles and Phenotypes (Chromosome Connections Model of Mutations and Phenotypes) 26.4 Explain how an individual's phenotype and fitness is affected by the combination of alleles in its genome Day 027: Genetic Variation and Evolution (Chromosome Connections Model of Mutation, Genetic Variation, and Evolution) 27.1 Explain the role of DNA replication, mutation, and natural selection in evolution Day 027: Genetic Variation and Evolution (Chromosome Connections Model of Mutation, Genetic Variation, and Evolution) 27.2 Use a model to explain how mutations give rise to genetic variation within a population Day 027: Genetic Variation and Evolution (Chromosome Connections Model of Mutation, Genetic Variation, and Evolution) 27.3 Use a model to explain how genetic variation contributes to differential survival and reproduction among individuals in a population Day 027: Genetic Variation and Evolution (Chromosome Connections Model of Mutation, Genetic Variation, and Evolution) 27.4 Use a model to explain how genetic drift and gene flow can alter the genetic makeup of a population Day 028: Exam IV 28.1 Recall information on DNA damage, mutations, gene regulation, and evolution Day 028: Exam IV 28.2 Test your mastery of the material covered up to Exam IV Day 028: Exam IV 28.3 Refine your plan for success in BS161 Day 029: Cell Signaling 29.1 Compare and contrast eukaryotic and prokaryotic cell signaling Day 029: Cell Signaling 29.2 Use a model to explain how signal transduction pathways can amplify signals and integrate multiple signals Day 029: Cell Signaling 29.3 Use a model to explain how signal transduction pathways are regulated Day 029: Cell Signaling 29.4 Use a model to explain how signal transduction pathways lead to changes in cellular processes Day 030: Immune Response 30.1 Explain the role of the immune system in protecting an organism from pathogens Day 030: Immune Response 30.2 Use a model to explain how the adaptive immune system recognizes and responds to foreign substances Day 030: Immune Response 30.3 Explain the role of cytokines in the immune response and use a model to show how cytokines can amplify the immune response Day 030: Immune Response 30.4 Explain how the immune system can distinguish between self and non-self, and use a model to explain how the immune system can recognize and respond to pathogens while avoiding attack of host tissues Day 031: Model of Immunodeficiency Diseases 31.1 Describe the consequences of immunodeficiency diseases on an individual's health Day 031: Model of Immunodeficiency Diseases 31.2 Use a model to explain how immunodeficiency diseases can arise from defects in the immune system Day 031: Model of Immunodeficiency Diseases 31.3 Use a model to explain how changes to the immune system might contribute to other diseases such as allergies or autoimmune diseases Day 032: Model of Antibiotic Resistance 32.1 Describe the role of antibiotics in treating bacterial infections Day 032: Model of Antibiotic Resistance 32.2 Use a model to explain how bacteria can become resistant to antibiotics Day 032: Model of Antibiotic Resistance 32.3 Use a model to explain how resistance to antibiotics can arise and spread in a population of bacteria Day 032: Model of Antibiotic Resistance 32.4 Use a model to explain how bacterial resistance to antibiotics affects the use of antibiotics in the treatment of bacterial infections Day 033: Exam V 33.1 Recall information on cell signaling, immune response, and antibiotics Day 033: Exam V 33.2 Test your mastery of the material covered up to Exam V Day 033: Exam V 33.3 Refine your plan for success in BS161
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