FrancescoJo

import tensorflow as tf
from tensorflow.keras import layers, Model
import numpy as np

class ExpertLayer(layers.Layer):
    """Individual expert network."""
    def __init__(self, hidden_dim, output_dim, **kwargs):
        super(ExpertLayer, self).__init__(**kwargs)
        self.hidden_layer = layers.Dense(hidden_dim, activation='relu')
        self.output_layer = layers.Dense(output_dim, activation='linear')

FrancescoJo

from fastapi import FastAPI, HTTPException
from pydantic import BaseModel

from vllm import LLM, SamplingParams

app = FastAPI()

model_path = "/home/deploy/workspace/DeepSeek-R1-Distill-Llama-8B"
llm = LLM(model=model_path, gpu_memory_utilization=0.9, tensor_parallel_size=1, enforce_eager=True, max_model_len=16384)

FrancescoJo

// UserEntity.kt
@Entity
@Table(name = "users")
class UserEntity(
    @Id @GeneratedValue(strategy = GenerationType.IDENTITY)
    @Column(name = "id")
    val id: Long = 0L,

    @Column(name = "isDeleted")
    var isDeleted: Boolean = false,

FrancescoJo

@Repository(UserReadonlyRepository.NAME)
interface UserReadonlyRepository {
  suspend fun findById(userId: UUID): User?
  
  companion object {
    const val NAME = "a.b.c.UserReadonlyRepository"
  }
}

@Repository(UserRepository.NAME)

FrancescoJo

// given:
interface SomeController {
    @RequestMapping(GET, "/someApi")
    fun someApi(): Response1
}

@RestController
class SomeControllerImpl : SomeController {
    override fun someApi1(): Response1 {
        // ...

FrancescoJo

import org.springframework.beans.factory.config.ConfigurableListableBeanFactory 
import org.springframework.beans.factory.support.BeanDefinitionRegistry 
import org.springframework.beans.factory.support.BeanDefinitionRegistryPostProcessor 
import org.springframework.context.annotation.ClassPathScanningCandidateComponentProvider 
import org.springframework.context.annotation.Configuration 
import org.springframework.core.type.filter.AnnotationTypeFilter 

@Configuration 
class AnnotationConfig : BeanDefinitionRegistryPostProcessor { 
    override fun postProcessBeanFactory(beanFactory: ConfigurableListableBeanFactory) { 

FrancescoJo

//usr/bin/env jshell --show-version "$0" "$@"; exit $?
public class Runner {
  public static void main(final String[] args) {
    System.out.println("Runner#main");
  }
}

System.out.println("Executing class");
Runner.main(new String[0]);

FrancescoJo

console.log("%cGood to go!", "font: 2em roboto; color: yellow; background-color: green;");

FrancescoJo

class Animal { }

class Reptile extends Animal { }
class Bird extends Animal { }

interface MobileLife {
  // Every classes derived from this interface should implement common features on it.
  void move(double displacement);

  double getDistance();

FrancescoJo

class Animal { }

class Reptile extends Animal { }
class Bird extends Animal { }

mixin MobileLife {
  // We don't need to implement _move on every classes using this mixin, since mixin can include state.
  var _distance = 0.0;
  
  void _move(double displacement) {