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 NetCatnc 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
在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
}
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