Loading CSV data on server, converting data to JSON and getting result using Json Queries using Golang

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英文:

Loading CSV data on server, converting data to JSON and getting result using Json Queries using Golang

问题

我正在尝试构建一个TCP服务器,从CSV文件中加载数据集,并提供一个查询数据集的接口。TCP服务器将暴露端口4040。CSV文件包含与冠状病毒病例相关的以下列:

  • 累计阳性测试
  • 累计执行测试
  • 日期
  • 出院
  • 死亡
  • 入院
  • 地区
    用户应该能够使用Linux/Unix系统上的NetCat命令nc localhost 4040连接到服务器。

一旦连接到TCP,用户应该能够通过以JSON格式发送查询与应用程序进行通信。

{
	"query": {
		"region": "Sindh"
	}
}
{
	"query": {
		"date": "2020-03-20"
	}
}

我的server.go文件如下:

package main

import (
    "fmt"
    "net"
    "os"
    "flag"
    "log"
	"encoding/csv"
	"encoding/json"
    "bufio"
	"io"
	"strings"
)

type CovidPatient struct {
    Positive    string      `json:"Covid_Positive"`
    Performed   string      `json:"Coivd_Performed"`
	Date        string      `json:"Covid_Date"`
	Discharged  string      `json:"Covid_Discharged"`
	Expired     string      `json:"Covid_Expired"`
	Region      string      `json:"Covid_Region"`
	Admitted    string      `json:"Covid_Admitted"`
}

type DataRequest struct {   
	Get string `json:"get"`
}

type DataError struct {     
	Error string `json:"Covid_error"`
}

func Load(path string) []CovidPatient {
	table := make([]CovidPatient, 0)
	var patient CovidPatient
	file, err := os.Open(path)
	if err != nil {
		panic(err.Error())
	}
    defer file.Close()

	reader := csv.NewReader(file)
	csvData, err := reader.ReadAll()
    if err != nil {
        fmt.Println(err)
        os.Exit(1)
    }
	for _, row := range csvData{
		patient.Positive =  row[0]
		patient.Performed =  row[1]
		patient.Date =       row[2]
        patient.Discharged = row[3]
        patient.Expired =    row[4]
        patient.Region =     row[5]
        patient.Admitted =   row[6]
		table = append(table, patient)
	}
	return table
}

func Find(table []CovidPatient, filter string) []CovidPatient {
	if filter == "" || filter == "*" {
		return table
	}
	result := make([]CovidPatient, 0)
	filter = strings.ToUpper(filter)
	for _, cp := range table {
		if cp.Date == filter ||
			cp.Region == filter ||
			strings.Contains(strings.ToUpper(cp.Positive), filter) 		||
            strings.Contains(strings.ToUpper(cp.Performed), filter) 	||
            strings.Contains(strings.ToUpper(cp.Date), filter) 			||
            strings.Contains(strings.ToUpper(cp.Discharged), filter) 	||
            strings.Contains(strings.ToUpper(cp.Expired), filter) 		||
            strings.Contains(strings.ToUpper(cp.Region), filter) 		||
            strings.Contains(strings.ToUpper(cp.Admitted), filter){
			result = append(result, cp)
		}
	}
	return result
}

var (
	patientsDetail = Load("./covid_final_data.csv")
)

func main(){
    var addr string
	var network string
	flag.StringVar(&addr, "e", ":4040", "service endpoint [ip addr or socket path]")
	flag.StringVar(&network, "n", "tcp", "network protocol [tcp,unix]")
	flag.Parse()

	switch network {
	case "tcp", "tcp4", "tcp6", "unix":
	default:
		fmt.Println("unsupported network protocol")
		os.Exit(1)
	}

	ln, err := net.Listen(network, addr)
	if err != nil {
		log.Println(err)
		os.Exit(1)
	}
	defer ln.Close()
	log.Println("Covid19 Condition in Pakistan")
    log.Printf("Service started: (%s) %s\n", network, addr)
    
    for {
		conn, err := ln.Accept()
		if err != nil {
			log.Println(err)
			conn.Close()
			continue
		}
		log.Println("Connected to ", conn.RemoteAddr())
		go handleConnection(conn)
	}
}
func handleConnection(conn net.Conn) {
	defer func() {
		if err := conn.Close(); err != nil {
			log.Println("error closing connection:", err)
		}
	}()

	reader := bufio.NewReaderSize(conn, 4)

	for {
		buf, err := reader.ReadSlice('}')
		if err != nil {
			if err != io.EOF {
				log.Println("connection read error:", err)
				return
			}
		}
        reader.Reset(conn)
        
        var req DataRequest
		if err := json.Unmarshal(buf, &req); err != nil {
			log.Println("failed to unmarshal request:", err)
			cerr, jerr := json.Marshal(DataError{Error: err.Error()})
			if jerr != nil {
				log.Println("failed to marshal DataError:", jerr)
				continue
			}
			if _, werr := conn.Write(cerr); werr != nil {
				log.Println("failed to write to DataError:", werr)
				return
			}
			continue
		}

        result := Find(patientsDetail, req.Get)

        rsp, err := json.Marshal(&result)
		if err != nil {
			log.Println("failed to marshal data:", err)
			if _, err := fmt.Fprintf(conn, `{"data_error":"internal error"}`); err != nil {
				log.Printf("failed to write to client: %v", err)
				return
			}
			continue
		}
		if _, err := conn.Write(rsp); err != nil {
			log.Println("failed to write response:", err)
			return
		}
	}
}

这段代码正确加载了CSV文件并将其转换为JSON。但是,当我尝试使用NetCat命令运行查询时,它返回空的JSON元素。请指导我错误出在哪里。

英文:

I am trying to build a TCP server that loads dataset from a CSV file and provide an interface to query the dataset. TCP server will expose port 4040. CSV file contains the following columns related to corona virus cases:

  • Cumulative Test Positive
  • Cumulative Tests Performed
  • Date
  • Discharged
  • Expired
  • Admitted
  • Region
    Users should be able to connect to the server using NetCat nc localhost 4040 command on Linux/Unix based systems.

Once connected to TCP, the user should be able to communicate with the application by sending queries in JSON format.

{
	"query": {
		"region": "Sindh"
	}
}
{
	"query": {
		"date": "2020-03-20"
	}
}

My server.go

package main

import (
    "fmt"
    "net"
    "os"
    "flag"
    "log"
	"encoding/csv"
	"encoding/json"
    "bufio"
	"io"
	"strings"
)

type CovidPatient struct {
    Positive    string      `json:"Covid_Positive"`
    Performed   string      `json:"Coivd_Performed"`
	Date        string      `json:"Covid_Date"`
	Discharged  string      `json:"Covid_Discharged"`
	Expired     string      `json:"Covid_Expired"`
	Region      string      `json:"Covid_Region"`
	Admitted    string      `json:"Covid_Admitted"`
}

type DataRequest struct {   
	Get string `json:"get"`
}

type DataError struct {     
	Error string `json:"Covid_error"`
}

func Load(path string) []CovidPatient {
	table := make([]CovidPatient, 0)
	var patient CovidPatient
	file, err := os.Open(path)
	if err != nil {
		panic(err.Error())
	}
    defer file.Close()

	reader := csv.NewReader(file)
	csvData, err := reader.ReadAll()
    if err != nil {
        fmt.Println(err)
        os.Exit(1)
    }
	for _, row := range csvData{
		patient.Positive =  row[0]
		patient.Performed =  row[1]
		patient.Date =       row[2]
        patient.Discharged = row[3]
        patient.Expired =    row[4]
        patient.Region =     row[5]
        patient.Admitted =   row[6]
		table = append(table, patient)
	}
	return table
}

func Find(table []CovidPatient, filter string) []CovidPatient {
	if filter == "" || filter == "*" {
		return table
	}
	result := make([]CovidPatient, 0)
	filter = strings.ToUpper(filter)
	for _, cp := range table {
		if cp.Date == filter ||
			cp.Region == filter ||
			strings.Contains(strings.ToUpper(cp.Positive), filter) 		||
            strings.Contains(strings.ToUpper(cp.Performed), filter) 	||
            strings.Contains(strings.ToUpper(cp.Date), filter) 			||
            strings.Contains(strings.ToUpper(cp.Discharged), filter) 	||
            strings.Contains(strings.ToUpper(cp.Expired), filter) 		||
            strings.Contains(strings.ToUpper(cp.Region), filter) 		||
            strings.Contains(strings.ToUpper(cp.Admitted), filter){
			result = append(result, cp)
		}
	}
	return result
}

var (
	patientsDetail = Load("./covid_final_data.csv")
)

func main(){
    var addr string
	var network string
	flag.StringVar(&addr, "e", ":4040", "service endpoint [ip addr or socket path]")
	flag.StringVar(&network, "n", "tcp", "network protocol [tcp,unix]")
	flag.Parse()

	switch network {
	case "tcp", "tcp4", "tcp6", "unix":
	default:
		fmt.Println("unsupported network protocol")
		os.Exit(1)
	}

	ln, err := net.Listen(network, addr)
	if err != nil {
		log.Println(err)
		os.Exit(1)
	}
	defer ln.Close()
	log.Println("Covid19 Condition in Pakistan")
    log.Printf("Service started: (%s) %s\n", network, addr)
    
    for {
		conn, err := ln.Accept()
		if err != nil {
			log.Println(err)
			conn.Close()
			continue
		}
		log.Println("Connected to ", conn.RemoteAddr())
		go handleConnection(conn)
	}
}
func handleConnection(conn net.Conn) {
	defer func() {
		if err := conn.Close(); err != nil {
			log.Println("error closing connection:", err)
		}
	}()

	reader := bufio.NewReaderSize(conn, 4)

	for {
		buf, err := reader.ReadSlice('}')
		if err != nil {
			if err != io.EOF {
				log.Println("connection read error:", err)
				return
			}
		}
        reader.Reset(conn)
        
        var req DataRequest
		if err := json.Unmarshal(buf, &req); err != nil {
			log.Println("failed to unmarshal request:", err)
			cerr, jerr := json.Marshal(DataError{Error: err.Error()})
			if jerr != nil {
				log.Println("failed to marshal DataError:", jerr)
				continue
			}
			if _, werr := conn.Write(cerr); werr != nil {
				log.Println("failed to write to DataError:", werr)
				return
			}
			continue
		}

        result := Find(patientsDetail, req.Get)

        rsp, err := json.Marshal(&result)
		if err != nil {
			log.Println("failed to marshal data:", err)
			if _, err := fmt.Fprintf(conn, `{"data_error":"internal error"}`); err != nil {
				log.Printf("failed to write to client: %v", err)
				return
			}
			continue
		}
		if _, err := conn.Write(rsp); err != nil {
			log.Println("failed to write response:", err)
			return
		}
	}
}

This correctly loads the csv and convert it into JSON. But, when I try to run query using NetCat command it return empty JSON element. Kindly guide me where is error.

答案1

得分: 1

你想要的是这样的:

╭─root@DESKTOP-OCDRD7Q ~
╰─# nc localhost 4040
{"get": "Sindh"}
[{"Covid_Positive":"1","Coivd_Performed":"1","Covid_Date":"1","Covid_Discharged":"1","Covid_Expired":"1","Covid_Region":"Sindh","Covid_Admitted":"1"}]

你只需要修改你的 JSON 请求。


package main

import (
	"bufio"
	"encoding/csv"
	"encoding/json"
	"flag"
	"fmt"
	"io"
	"log"
	"net"
	"os"
)

type CovidPatient struct {
	Positive   string `json:"Covid_Positive"`
	Performed  string `json:"Coivd_Performed"`
	Date       string `json:"Covid_Date"`
	Discharged string `json:"Covid_Discharged"`
	Expired    string `json:"Covid_Expired"`
	Region     string `json:"Covid_Region"`
	Admitted   string `json:"Covid_Admitted"`
}

type DataRequest struct {
	Get CovidPatient `json:"get"`
}

type DataError struct {
	Error string `json:"Covid_error"`
}

func Load(path string) []CovidPatient {
	table := make([]CovidPatient, 0)
	var patient CovidPatient
	file, err := os.Open(path)
	if err != nil {
		panic(err.Error())
	}
	defer file.Close()

	reader := csv.NewReader(file)
	csvData, err := reader.ReadAll()
	if err != nil {
		fmt.Println(err)
		os.Exit(1)
	}
	for _, row := range csvData {
		patient.Positive = row[0]
		patient.Performed = row[1]
		patient.Date = row[2]
		patient.Discharged = row[3]
		patient.Expired = row[4]
		patient.Region = row[5]
		patient.Admitted = row[6]
		table = append(table, patient)
	}
	return table
}

func Find(table []CovidPatient, filter CovidPatient) []CovidPatient {

	result := make([]CovidPatient, 0)

	log.Println(filter, table)

	for _, cp := range table {

		if filter.Positive == "" {
		} else if filter.Positive != cp.Positive {
			continue
		}
		if filter.Performed == "" {
		} else if filter.Performed != cp.Performed {
			continue
		}
		if filter.Date == "" {
		} else if filter.Date != cp.Date {
			continue
		}
		if filter.Discharged == "" {
		} else if filter.Discharged != cp.Discharged {
			continue
		}
		if filter.Expired == "" {
		} else if filter.Expired != cp.Expired {
			continue
		}
		if filter.Region == "" {
		} else if filter.Region != cp.Region {
			continue
		}
		if filter.Admitted == "" {
		} else if filter.Admitted != cp.Admitted {
			continue
		}

		result = append(result, cp)
	}
	return result

}

var (
	patientsDetail = Load("./covid_final_data.csv")
)

func main() {
	log.SetFlags(log.Lshortfile | log.Ltime)
	var addr string
	var network string
	flag.StringVar(&addr, "e", ":4040", "service endpoint [ip addr or socket path]")
	flag.StringVar(&network, "n", "tcp", "network protocol [tcp,unix]")
	flag.Parse()

	switch network {
	case "tcp", "tcp4", "tcp6", "unix":
	default:
		fmt.Println("unsupported network protocol")
		os.Exit(1)
	}

	ln, err := net.Listen(network, addr)
	if err != nil {
		log.Println(err)
		os.Exit(1)
	}
	defer ln.Close()
	log.Println("Covid19 Condition in Pakistan")
	log.Printf("Service started: (%s) %s\n", network, addr)

	for {
		conn, err := ln.Accept()
		if err != nil {
			log.Println(err)
			conn.Close()
			continue
		}
		log.Println("Connected to ", conn.RemoteAddr())
		go handleConnection(conn)
	}
}
func handleConnection(conn net.Conn) {
	defer func() {
		if err := conn.Close(); err != nil {
			log.Println("error closing connection:", err)
		}
	}()

	reader := bufio.NewReaderSize(conn, 100)

	for {
		buf, err := reader.ReadBytes('|')
		if err != nil {
			if err != io.EOF {
				log.Println("connection read error:", err)
				return
			}
		}
		reader.Reset(conn)

		var req DataRequest
		if err := json.Unmarshal(buf[:len(buf)-1], &req); err != nil {
			log.Println("failed to unmarshal request:", string(buf), err)
			cerr, jerr := json.Marshal(DataError{Error: err.Error()})
			if jerr != nil {
				log.Println("failed to marshal DataError:", jerr)
				continue
			}
			if _, werr := conn.Write(cerr); werr != nil {
				log.Println("failed to write to DataError:", werr)
				return
			}
			continue
		}

		result := Find(patientsDetail, req.Get)

		rsp, err := json.Marshal(&result)
		if err != nil {
			log.Println("failed to marshal data:", err)
			if _, err := fmt.Fprintf(conn, `{"data_error":"internal error"}`); err != nil {
				log.Printf("failed to write to client: %v", err)
				return
			}
			continue
		}
		if _, err := conn.Write(rsp); err != nil {
			log.Println("failed to write response:", err)
			return
		}
	}
}

查询是:

╭─root@DESKTOP-OCDRD7Q ~
╰─# nc localhost 4040                                                                                             127 
{
    "get": {
        "Covid_Region": "Sindh",
        "Covid_Date": "2020-03-20"
    }
}|
[{"Covid_Positive":"1","Coivd_Performed":"1","Covid_Date":"2020-03-20","Covid_Discharged":"1","Covid_Expired":"1","Covid_Region":"Sindh","Covid_Admitted":"1"}]
英文:

Guess you want this:

╭─root@DESKTOP-OCDRD7Q ~
╰─# nc localhost 4040
{"get": "Sindh"}
[{"Covid_Positive":"1","Coivd_Performed":"1","Covid_Date":"1","Covid_Discharged":"1","Covid_Expired":"1","Covid_Region":"Sindh","Covid_Admitted":"1"}]

What you should do is just to modify your json request.


package main

import (
	"bufio"
	"encoding/csv"
	"encoding/json"
	"flag"
	"fmt"
	"io"
	"log"
	"net"
	"os"
)

type CovidPatient struct {
	Positive   string `json:"Covid_Positive"`
	Performed  string `json:"Coivd_Performed"`
	Date       string `json:"Covid_Date"`
	Discharged string `json:"Covid_Discharged"`
	Expired    string `json:"Covid_Expired"`
	Region     string `json:"Covid_Region"`
	Admitted   string `json:"Covid_Admitted"`
}

type DataRequest struct {
	Get CovidPatient `json:"get"`
}

type DataError struct {
	Error string `json:"Covid_error"`
}

func Load(path string) []CovidPatient {
	table := make([]CovidPatient, 0)
	var patient CovidPatient
	file, err := os.Open(path)
	if err != nil {
		panic(err.Error())
	}
	defer file.Close()

	reader := csv.NewReader(file)
	csvData, err := reader.ReadAll()
	if err != nil {
		fmt.Println(err)
		os.Exit(1)
	}
	for _, row := range csvData {
		patient.Positive = row[0]
		patient.Performed = row[1]
		patient.Date = row[2]
		patient.Discharged = row[3]
		patient.Expired = row[4]
		patient.Region = row[5]
		patient.Admitted = row[6]
		table = append(table, patient)
	}
	return table
}

func Find(table []CovidPatient, filter CovidPatient) []CovidPatient {

	result := make([]CovidPatient, 0)

	log.Println(filter, table)

	for _, cp := range table {

		if filter.Positive == "" {
		} else if filter.Positive != cp.Positive {
			continue
		}
		if filter.Performed == "" {
		} else if filter.Performed != cp.Performed {
			continue
		}
		if filter.Date == "" {
		} else if filter.Date != cp.Date {
			continue
		}
		if filter.Discharged == "" {
		} else if filter.Discharged != cp.Discharged {
			continue
		}
		if filter.Expired == "" {
		} else if filter.Expired != cp.Expired {
			continue
		}
		if filter.Region == "" {
		} else if filter.Region != cp.Region {
			continue
		}
		if filter.Admitted == "" {
		} else if filter.Admitted != cp.Admitted {
			continue
		}

		result = append(result, cp)
	}
	return result

}

var (
	patientsDetail = Load("./covid_final_data.csv")
)

func main() {
	log.SetFlags(log.Lshortfile | log.Ltime)
	var addr string
	var network string
	flag.StringVar(&addr, "e", ":4040", "service endpoint [ip addr or socket path]")
	flag.StringVar(&network, "n", "tcp", "network protocol [tcp,unix]")
	flag.Parse()

	switch network {
	case "tcp", "tcp4", "tcp6", "unix":
	default:
		fmt.Println("unsupported network protocol")
		os.Exit(1)
	}

	ln, err := net.Listen(network, addr)
	if err != nil {
		log.Println(err)
		os.Exit(1)
	}
	defer ln.Close()
	log.Println("Covid19 Condition in Pakistan")
	log.Printf("Service started: (%s) %s\n", network, addr)

	for {
		conn, err := ln.Accept()
		if err != nil {
			log.Println(err)
			conn.Close()
			continue
		}
		log.Println("Connected to ", conn.RemoteAddr())
		go handleConnection(conn)
	}
}
func handleConnection(conn net.Conn) {
	defer func() {
		if err := conn.Close(); err != nil {
			log.Println("error closing connection:", err)
		}
	}()

	reader := bufio.NewReaderSize(conn, 100)

	for {
		buf, err := reader.ReadBytes('|')
		if err != nil {
			if err != io.EOF {
				log.Println("connection read error:", err)
				return
			}
		}
		reader.Reset(conn)

		var req DataRequest
		if err := json.Unmarshal(buf[:len(buf)-1], &req); err != nil {
			log.Println("failed to unmarshal request:", string(buf), err)
			cerr, jerr := json.Marshal(DataError{Error: err.Error()})
			if jerr != nil {
				log.Println("failed to marshal DataError:", jerr)
				continue
			}
			if _, werr := conn.Write(cerr); werr != nil {
				log.Println("failed to write to DataError:", werr)
				return
			}
			continue
		}

		result := Find(patientsDetail, req.Get)

		rsp, err := json.Marshal(&result)
		if err != nil {
			log.Println("failed to marshal data:", err)
			if _, err := fmt.Fprintf(conn, `{"data_error":"internal error"}`); err != nil {
				log.Printf("failed to write to client: %v", err)
				return
			}
			continue
		}
		if _, err := conn.Write(rsp); err != nil {
			log.Println("failed to write response:", err)
			return
		}
	}
}

The query is:

╭─root@DESKTOP-OCDRD7Q ~
╰─# nc localhost 4040                                                                                             127 ↵
{
"get": {
"Covid_Region": "Sindh",
"Covid_Date": "2020-03-20"
}
}|
[{"Covid_Positive":"1","Coivd_Performed":"1","Covid_Date":"2020-03-20","Covid_Discharged":"1","Covid_Expired":"1","Covid_Region":"Sindh","Covid_Admitted":"1"}]

答案2

得分: 1

handleConnection函数内部,首先要做的是"读取直到找到第一个}",假设用户发送的请求如下:

{ "get": { "Covid_Region": "Sindh", "Covid_Date": "2020-03-20" } }

那么在这一步读取时:

{ "get": { "Covid_Region": "Sindh", "Covid_Date": "2020-03-20" }

注意到缺少了尾部的},然后json.Unmarshal尝试对没有最后一个}的查询进行解组(这是一个无效的JSON)。

这个问题可以利用JSON流解码来解决,换句话说,使用json.NewDecoder(r io.Reader)而不是json.Unmarshal。让我复制并修改该函数的第一部分:

func handleConnection(conn net.Conn) {
    defer func() {
        if err := conn.Close(); err != nil {
            log.Println("关闭连接时出错:", err)
        }
    }()

    jsonDecoder := json.NewDecoder(conn) // JSON解码器读取流以找到有效的JSON,并在JSON结束后停止读取字节。

    for {
        var req DataRequest
        err := jsonDecoder.Decode(&req)
        if err == io.EOF {
            log.Println("完成")
            return
        }
        if err != nil {
            log.Println("解组出错:", err)
            return
        }

        result := Find(patientsDetail, req.Get) // 在这里查询系统

        // ... 

可能现在它可以工作了,但你还可以利用JSON流来在for循环之前使用jsonEncoder := json.NewEncoder(conn)发送响应,像这样发送请求:

        err := jsonEncoder.Encode(&result)
        if err != nil {
            log.Println("无法编组数据:", err)
            // ...
            continue
        }
英文:

Inside function handleConnection, the first thing is "read until you find the first }", imagine the user is sending the request:

{ "get": { "Covid_Region": "Sindh", "Covid_Date": "2020-03-20" } }

then that step read:

{ "get": { "Covid_Region": "Sindh", "Covid_Date": "2020-03-20" }

Notice the trailing } is missing, then the json.Unmarshal is trying to unmarshal the query without the last } (which is an invalid json).

This problem can take advantage of JSON streaming decoding, in other words, use json.NewDecoder(r io.Reader) instead of json.Unmarshal. Let me copy and modify the first part of that function:

func handleConnection(conn net.Conn) {
defer func() {
if err := conn.Close(); err != nil {
log.Println("error closing connection:", err)
}
}()
jsonDecoder := json.NewDecoder(conn) // A json decoder read a stream to find a
// valid JSON and stop just the byte
// after the JSON ends. Process can be
// repeated.
for {
var req DataRequest
err := jsonDecoder.Decode(&req)
if err == io.EOF {
log.Println("finish")
return
}
if err != nil {
log.Println("unmarshal:", err)
return
}
result := Find(patientsDetail, req.Get) // Here query the system
// ... 

Probably now it works, but you can also take advantage of json streaming to send the response back with a jsonEncoder := json.NewEncoder(conn) before de for loop and sending the request like this:

        err := jsonEncoder.Encode(&result)
if err != nil {
log.Println("failed to marshal data:", err)
// ...
continue
}

huangapple
  • 本文由 发表于 2020年8月29日 13:22:33
  • 转载请务必保留本文链接:https://go.coder-hub.com/63643731.html
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