add cassandra

This commit is contained in:
王性驊 2025-08-15 07:41:29 +08:00
parent c4abce7fff
commit 50db76e093
22 changed files with 650 additions and 133 deletions

20
.vscode/launch.json vendored
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@ -1,20 +0,0 @@
{
// Use IntelliSense to learn about possible attributes.
// Hover to view descriptions of existing attributes.
// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
"version": "0.2.0",
"configurations": [
{
"name": "Launch main.go",
"type": "go",
"request": "launch",
"mode": "auto", // debug/test/remote
"program": "${workspaceFolder}/blockchain.go", //
"env": {
"GOPATH": "/home/wang/go"
},
// "args": ["-arg1", "value"]
}
]
}

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@ -1,3 +0,0 @@
{
"editor.fontFamily": "Fira Code, 'Fira Code', monospace"
}

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@ -1,5 +1,5 @@
// Code generated by goctl. DO NOT EDIT.
// goctl 1.8.5
// goctl 1.8.1
// Source: blockchain.proto
package blockchainservice
@ -7,13 +7,14 @@ package blockchainservice
import (
"context"
app_cloudep_blockchain "blockchain/gen_result/pb/code.30cm.net/digimon/app-cloudep-blockchain"
"blockchain/gen_result/pb/code.30cm.net/digimon/app-cloudep-blockchain"
"github.com/zeromicro/go-zero/zrpc"
"google.golang.org/grpc"
)
type (
HistoryReq = app_cloudep_blockchain.HistoryReq
ListSymbolsRequest = app_cloudep_blockchain.ListSymbolsRequest
ListSymbolsResponse = app_cloudep_blockchain.ListSymbolsResponse
NoneReq = app_cloudep_blockchain.NoneReq
@ -23,6 +24,7 @@ type (
BlockchainService interface {
// ListSymbols retrieves all available trading symbols.
ListSymbols(ctx context.Context, in *ListSymbolsRequest, opts ...grpc.CallOption) (*ListSymbolsResponse, error)
GetHistoryKlineData(ctx context.Context, in *HistoryReq, opts ...grpc.CallOption) (*OKResp, error)
// Ping is a health-check endpoint.
Ping(ctx context.Context, in *NoneReq, opts ...grpc.CallOption) (*OKResp, error)
}
@ -44,6 +46,11 @@ func (m *defaultBlockchainService) ListSymbols(ctx context.Context, in *ListSymb
return client.ListSymbols(ctx, in, opts...)
}
func (m *defaultBlockchainService) GetHistoryKlineData(ctx context.Context, in *HistoryReq, opts ...grpc.CallOption) (*OKResp, error) {
client := app_cloudep_blockchain.NewBlockchainServiceClient(m.cli.Conn())
return client.GetHistoryKlineData(ctx, in, opts...)
}
// Ping is a health-check endpoint.
func (m *defaultBlockchainService) Ping(ctx context.Context, in *NoneReq, opts ...grpc.CallOption) (*OKResp, error) {
client := app_cloudep_blockchain.NewBlockchainServiceClient(m.cli.Conn())

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@ -12,12 +12,12 @@ Binance:
WorkerSize: 20
RedisCluster:
Host: 127.0.0.1:6379
Host: 10.0.0.13:6379
Type: node
Cassandra:
Hosts:
- 127.0.0.1
- 10.0.0.13
Port: 9042
Keyspace: digimon
UseAuth: true

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@ -1,18 +1,16 @@
// Code generated by protoc-gen-go. DO NOT EDIT.
// versions:
// protoc-gen-go v1.36.6
// protoc v3.21.12
// protoc-gen-go v1.36.1
// protoc v3.19.4
// source: generate/rpc/blockchain.proto
package app_cloudep_blockchain
import (
reflect "reflect"
sync "sync"
unsafe "unsafe"
protoreflect "google.golang.org/protobuf/reflect/protoreflect"
protoimpl "google.golang.org/protobuf/runtime/protoimpl"
reflect "reflect"
sync "sync"
)
const (
@ -264,58 +262,159 @@ func (x *Symbol) GetQuoteAssetPrecision() int32 {
return 0
}
type HistoryReq struct {
state protoimpl.MessageState `protogen:"open.v1"`
Symbol string `protobuf:"bytes,1,opt,name=symbol,proto3" json:"symbol,omitempty"` // 交易對名稱 BTCUSDT
Interval string `protobuf:"bytes,2,opt,name=interval,proto3" json:"interval,omitempty"` // 4h 1m 1d ...
StartTime string `protobuf:"bytes,3,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`
EndTime string `protobuf:"bytes,4,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"`
unknownFields protoimpl.UnknownFields
sizeCache protoimpl.SizeCache
}
func (x *HistoryReq) Reset() {
*x = HistoryReq{}
mi := &file_generate_rpc_blockchain_proto_msgTypes[5]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
func (x *HistoryReq) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*HistoryReq) ProtoMessage() {}
func (x *HistoryReq) ProtoReflect() protoreflect.Message {
mi := &file_generate_rpc_blockchain_proto_msgTypes[5]
if x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use HistoryReq.ProtoReflect.Descriptor instead.
func (*HistoryReq) Descriptor() ([]byte, []int) {
return file_generate_rpc_blockchain_proto_rawDescGZIP(), []int{5}
}
func (x *HistoryReq) GetSymbol() string {
if x != nil {
return x.Symbol
}
return ""
}
func (x *HistoryReq) GetInterval() string {
if x != nil {
return x.Interval
}
return ""
}
func (x *HistoryReq) GetStartTime() string {
if x != nil {
return x.StartTime
}
return ""
}
func (x *HistoryReq) GetEndTime() string {
if x != nil {
return x.EndTime
}
return ""
}
var File_generate_rpc_blockchain_proto protoreflect.FileDescriptor
const file_generate_rpc_blockchain_proto_rawDesc = "" +
"\n" +
"\x1dgenerate/rpc/blockchain.proto\x12\n" +
"blockchain\"\b\n" +
"\x06OKResp\"\t\n" +
"\aNoneReq\"\x14\n" +
"\x12ListSymbolsRequest\"C\n" +
"\x13ListSymbolsResponse\x12,\n" +
"\asymbols\x18\x01 \x03(\v2\x12.blockchain.SymbolR\asymbols\"\xde\x01\n" +
"\x06Symbol\x12\x16\n" +
"\x06symbol\x18\x01 \x01(\tR\x06symbol\x12\x16\n" +
"\x06status\x18\x02 \x01(\tR\x06status\x12\x1d\n" +
"\n" +
"base_asset\x18\x03 \x01(\tR\tbaseAsset\x120\n" +
"\x14base_asset_precision\x18\x04 \x01(\x05R\x12baseAssetPrecision\x12\x1f\n" +
"\vquote_asset\x18\x05 \x01(\tR\n" +
"quoteAsset\x122\n" +
"\x15quote_asset_precision\x18\x06 \x01(\x05R\x13quoteAssetPrecision2\x94\x01\n" +
"\x11BlockchainService\x12N\n" +
"\vListSymbols\x12\x1e.blockchain.ListSymbolsRequest\x1a\x1f.blockchain.ListSymbolsResponse\x12/\n" +
"\x04Ping\x12\x13.blockchain.NoneReq\x1a\x12.blockchain.OKRespB.Z,code.30cm.net/digimon/app-cloudep-blockchainb\x06proto3"
var file_generate_rpc_blockchain_proto_rawDesc = []byte{
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}
var (
file_generate_rpc_blockchain_proto_rawDescOnce sync.Once
file_generate_rpc_blockchain_proto_rawDescData []byte
file_generate_rpc_blockchain_proto_rawDescData = file_generate_rpc_blockchain_proto_rawDesc
)
func file_generate_rpc_blockchain_proto_rawDescGZIP() []byte {
file_generate_rpc_blockchain_proto_rawDescOnce.Do(func() {
file_generate_rpc_blockchain_proto_rawDescData = protoimpl.X.CompressGZIP(unsafe.Slice(unsafe.StringData(file_generate_rpc_blockchain_proto_rawDesc), len(file_generate_rpc_blockchain_proto_rawDesc)))
file_generate_rpc_blockchain_proto_rawDescData = protoimpl.X.CompressGZIP(file_generate_rpc_blockchain_proto_rawDescData)
})
return file_generate_rpc_blockchain_proto_rawDescData
}
var file_generate_rpc_blockchain_proto_msgTypes = make([]protoimpl.MessageInfo, 5)
var file_generate_rpc_blockchain_proto_msgTypes = make([]protoimpl.MessageInfo, 6)
var file_generate_rpc_blockchain_proto_goTypes = []any{
(*OKResp)(nil), // 0: blockchain.OKResp
(*NoneReq)(nil), // 1: blockchain.NoneReq
(*ListSymbolsRequest)(nil), // 2: blockchain.ListSymbolsRequest
(*ListSymbolsResponse)(nil), // 3: blockchain.ListSymbolsResponse
(*Symbol)(nil), // 4: blockchain.Symbol
(*HistoryReq)(nil), // 5: blockchain.HistoryReq
}
var file_generate_rpc_blockchain_proto_depIdxs = []int32{
4, // 0: blockchain.ListSymbolsResponse.symbols:type_name -> blockchain.Symbol
2, // 1: blockchain.BlockchainService.ListSymbols:input_type -> blockchain.ListSymbolsRequest
1, // 2: blockchain.BlockchainService.Ping:input_type -> blockchain.NoneReq
3, // 3: blockchain.BlockchainService.ListSymbols:output_type -> blockchain.ListSymbolsResponse
0, // 4: blockchain.BlockchainService.Ping:output_type -> blockchain.OKResp
3, // [3:5] is the sub-list for method output_type
1, // [1:3] is the sub-list for method input_type
5, // 2: blockchain.BlockchainService.GetHistoryKlineData:input_type -> blockchain.HistoryReq
1, // 3: blockchain.BlockchainService.Ping:input_type -> blockchain.NoneReq
3, // 4: blockchain.BlockchainService.ListSymbols:output_type -> blockchain.ListSymbolsResponse
0, // 5: blockchain.BlockchainService.GetHistoryKlineData:output_type -> blockchain.OKResp
0, // 6: blockchain.BlockchainService.Ping:output_type -> blockchain.OKResp
4, // [4:7] is the sub-list for method output_type
1, // [1:4] is the sub-list for method input_type
1, // [1:1] is the sub-list for extension type_name
1, // [1:1] is the sub-list for extension extendee
0, // [0:1] is the sub-list for field type_name
@ -330,9 +429,9 @@ func file_generate_rpc_blockchain_proto_init() {
out := protoimpl.TypeBuilder{
File: protoimpl.DescBuilder{
GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
RawDescriptor: unsafe.Slice(unsafe.StringData(file_generate_rpc_blockchain_proto_rawDesc), len(file_generate_rpc_blockchain_proto_rawDesc)),
RawDescriptor: file_generate_rpc_blockchain_proto_rawDesc,
NumEnums: 0,
NumMessages: 5,
NumMessages: 6,
NumExtensions: 0,
NumServices: 1,
},
@ -341,6 +440,7 @@ func file_generate_rpc_blockchain_proto_init() {
MessageInfos: file_generate_rpc_blockchain_proto_msgTypes,
}.Build()
File_generate_rpc_blockchain_proto = out.File
file_generate_rpc_blockchain_proto_rawDesc = nil
file_generate_rpc_blockchain_proto_goTypes = nil
file_generate_rpc_blockchain_proto_depIdxs = nil
}

View File

@ -1,14 +1,13 @@
// Code generated by protoc-gen-go-grpc. DO NOT EDIT.
// versions:
// - protoc-gen-go-grpc v1.5.1
// - protoc v3.21.12
// - protoc v3.19.4
// source: generate/rpc/blockchain.proto
package app_cloudep_blockchain
import (
context "context"
grpc "google.golang.org/grpc"
codes "google.golang.org/grpc/codes"
status "google.golang.org/grpc/status"
@ -21,6 +20,7 @@ const _ = grpc.SupportPackageIsVersion9
const (
BlockchainService_ListSymbols_FullMethodName = "/blockchain.BlockchainService/ListSymbols"
BlockchainService_GetHistoryKlineData_FullMethodName = "/blockchain.BlockchainService/GetHistoryKlineData"
BlockchainService_Ping_FullMethodName = "/blockchain.BlockchainService/Ping"
)
@ -30,6 +30,7 @@ const (
type BlockchainServiceClient interface {
// ListSymbols retrieves all available trading symbols.
ListSymbols(ctx context.Context, in *ListSymbolsRequest, opts ...grpc.CallOption) (*ListSymbolsResponse, error)
GetHistoryKlineData(ctx context.Context, in *HistoryReq, opts ...grpc.CallOption) (*OKResp, error)
// Ping is a health-check endpoint.
Ping(ctx context.Context, in *NoneReq, opts ...grpc.CallOption) (*OKResp, error)
}
@ -52,6 +53,16 @@ func (c *blockchainServiceClient) ListSymbols(ctx context.Context, in *ListSymbo
return out, nil
}
func (c *blockchainServiceClient) GetHistoryKlineData(ctx context.Context, in *HistoryReq, opts ...grpc.CallOption) (*OKResp, error) {
cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
out := new(OKResp)
err := c.cc.Invoke(ctx, BlockchainService_GetHistoryKlineData_FullMethodName, in, out, cOpts...)
if err != nil {
return nil, err
}
return out, nil
}
func (c *blockchainServiceClient) Ping(ctx context.Context, in *NoneReq, opts ...grpc.CallOption) (*OKResp, error) {
cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
out := new(OKResp)
@ -68,6 +79,7 @@ func (c *blockchainServiceClient) Ping(ctx context.Context, in *NoneReq, opts ..
type BlockchainServiceServer interface {
// ListSymbols retrieves all available trading symbols.
ListSymbols(context.Context, *ListSymbolsRequest) (*ListSymbolsResponse, error)
GetHistoryKlineData(context.Context, *HistoryReq) (*OKResp, error)
// Ping is a health-check endpoint.
Ping(context.Context, *NoneReq) (*OKResp, error)
mustEmbedUnimplementedBlockchainServiceServer()
@ -83,6 +95,9 @@ type UnimplementedBlockchainServiceServer struct{}
func (UnimplementedBlockchainServiceServer) ListSymbols(context.Context, *ListSymbolsRequest) (*ListSymbolsResponse, error) {
return nil, status.Errorf(codes.Unimplemented, "method ListSymbols not implemented")
}
func (UnimplementedBlockchainServiceServer) GetHistoryKlineData(context.Context, *HistoryReq) (*OKResp, error) {
return nil, status.Errorf(codes.Unimplemented, "method GetHistoryKlineData not implemented")
}
func (UnimplementedBlockchainServiceServer) Ping(context.Context, *NoneReq) (*OKResp, error) {
return nil, status.Errorf(codes.Unimplemented, "method Ping not implemented")
}
@ -125,6 +140,24 @@ func _BlockchainService_ListSymbols_Handler(srv interface{}, ctx context.Context
return interceptor(ctx, in, info, handler)
}
func _BlockchainService_GetHistoryKlineData_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(HistoryReq)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(BlockchainServiceServer).GetHistoryKlineData(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: BlockchainService_GetHistoryKlineData_FullMethodName,
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(BlockchainServiceServer).GetHistoryKlineData(ctx, req.(*HistoryReq))
}
return interceptor(ctx, in, info, handler)
}
func _BlockchainService_Ping_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(NoneReq)
if err := dec(in); err != nil {
@ -154,6 +187,10 @@ var BlockchainService_ServiceDesc = grpc.ServiceDesc{
MethodName: "ListSymbols",
Handler: _BlockchainService_ListSymbols_Handler,
},
{
MethodName: "GetHistoryKlineData",
Handler: _BlockchainService_GetHistoryKlineData_Handler,
},
{
MethodName: "Ping",
Handler: _BlockchainService_Ping_Handler,

View File

@ -26,9 +26,17 @@ message Symbol {
int32 quote_asset_precision = 6; //
}
message HistoryReq {
string symbol = 1; // BTCUSDT
string interval =2; // 4h 1m 1d ...
string start_time=3;
string end_time=4;
}
service BlockchainService{
// ListSymbols retrieves all available trading symbols.
rpc ListSymbols(ListSymbolsRequest) returns(ListSymbolsResponse);
rpc GetHistoryKlineData(HistoryReq)returns(OKResp);
// Ping is a health-check endpoint.
rpc Ping(NoneReq) returns(OKResp);
}

View File

@ -7,4 +7,5 @@ const CodeBlockchain uint32 = 10
const (
FailedToGetSymbolFormBinanceErrorCode errs.ErrorCode = 1
FailedToUpsertBinanceErrorCode errs.ErrorCode = 2
FailedToListBinanceKlineErrorCode errs.ErrorCode = 3
)

View File

@ -14,11 +14,12 @@ type Downloader interface {
// FetchHistoryKline 抓歷史 K 線資料
FetchHistoryKline(ctx context.Context, param QueryKline) ([]*entity.Kline, error)
SaveHistoryKline(ctx context.Context, data []*entity.Kline) error
GetKline(ctx context.Context, param QueryKline) ([]entity.Kline, error)
}
type QueryKline struct {
Symbol string
Interval string
StartUnixNano int64
EndUnixNano int64
StartTime int64
EndTime int64
}

View File

@ -7,6 +7,7 @@ import (
type DataSourceUseCase interface {
GetSymbols(ctx context.Context) ([]*Symbol, error)
UpsertKline(ctx context.Context, data QueryKline) error
ListKline(ctx context.Context, param QueryKline) ([]Candle, error)
}
// Symbol 代表交易對資訊
@ -22,6 +23,23 @@ type Symbol struct {
type QueryKline struct {
Symbol string
Interval string
StartUnixNano int64
EndUnixNano int64
StartTime int64
EndTime int64
}
type Candle struct {
OpenTime int64 `json:"open_time"` // 開盤時間毫秒clustering key用於時序查詢
Open string `json:"open"` // 開盤價
High string `json:"high"` // 最高價
Low string `json:"low"` // 最低價
Close string `json:"close"` // 收盤價
Volume string `json:"volume" ` // 成交量
CloseTime int64 `json:"close_time" ` // 收盤時間(毫秒)
QuoteAssetVolume string `json:"quote_asset_volume" ` // 成交額(以報價資產計)
NumberOfTrades int `json:"number_of_trades"` // 交易筆數
TakerBuyBaseAssetVolume string `json:"taker_buy_base_asset_volume"` // 主動買入成交量
TakerBuyQuoteAssetVolume string `json:"taker_buy_quote_asset_volume"` // 主動買入成交額
Symbol string `json:"symbol"` // 交易對partition key
// K 線時間區間partition key // 12h,15m,1d,1h,1m,1s,2h,30m,3m,4h,5m,6h,8h
Interval string `json:"interval"`
}

View File

@ -0,0 +1,27 @@
package strategy
import "github.com/shopspring/decimal"
/************** EMA 指數移動平均 **************/
type EMA struct {
n int
alp decimal.Decimal // 平滑係數 α = 2 / (n + 1)
val decimal.Decimal // 當前EMA值
ok bool
}
func NewEMA(n int) *EMA {
return &EMA{n: n, alp: decimal.NewFromFloat(2.0).Div(decimal.NewFromInt(int64(n + 1)))}
}
func (e *EMA) Push(close decimal.Decimal) (decimal.Decimal, bool) {
if !e.ok {
// 第一筆資料直接當作EMA初始值
e.val = close
e.ok = true
return e.val, false
}
// EMA計算公式
e.val = e.alp.Mul(close).Add(decimal.NewFromInt(1).Sub(e.alp).Mul(e.val))
return e.val, true
}

View File

@ -0,0 +1,17 @@
package strategy
import (
"github.com/shopspring/decimal"
"time"
)
// CandleForStrategy 表示一根K線資料
type CandleForStrategy struct {
T time.Time // T時間
// O開盤價
// H最高價
// L最低價
// C收盤價
O, H, L, C decimal.Decimal
V decimal.Decimal // V成交量
}

View File

@ -0,0 +1,50 @@
package strategy
import (
"container/list"
"github.com/shopspring/decimal"
)
/************** 基礎的固定長度隊列,用來計算移動平均 **************/
type ringQD struct {
N int // 窗口大小(需要保留的資料數量)
l *list.List // 用於儲存資料的雙向鏈表
sum decimal.Decimal // 當前窗口的總和,方便快速計算平均值
}
// 建立一個固定長度的隊列
func newRingQD(n int) *ringQD {
return &ringQD{N: n, l: list.New(), sum: decimal.Zero}
}
// push將新的數值放入隊列並維護總和
func (q *ringQD) push(x decimal.Decimal) {
q.l.PushBack(x)
q.sum = q.sum.Add(x)
// 如果超出最大長度,移除最舊的數值
if q.l.Len() > q.N {
f := q.l.Front()
q.sum = q.sum.Sub(f.Value.(decimal.Decimal))
q.l.Remove(f)
}
}
// ready判斷隊列是否已經填滿
func (q *ringQD) ready() bool { return q.l.Len() == q.N }
// mean計算平均值
func (q *ringQD) mean() decimal.Decimal {
if q.l.Len() == 0 {
return decimal.Zero
}
return q.sum.Div(decimal.NewFromInt(int64(q.l.Len())))
}
// values返回隊列中所有的值複製一份不影響原資料
func (q *ringQD) values() []decimal.Decimal {
out := make([]decimal.Decimal, 0, q.l.Len())
for e := q.l.Front(); e != nil; e = e.Next() {
out = append(out, e.Value.(decimal.Decimal))
}
return out
}

View File

@ -0,0 +1,129 @@
package strategy
import (
"github.com/shopspring/decimal"
"reflect"
"testing"
)
// --- 表格式驅動測試 (Table-Driven Test) ---
func TestRingQD(t *testing.T) {
// 為了方便測試,預先建立幾個 decimal 數值
d10 := decimal.NewFromInt(10)
d20 := decimal.NewFromInt(20)
d30 := decimal.NewFromInt(30)
d40 := decimal.NewFromInt(40)
d50 := decimal.NewFromInt(50)
d_neg5 := decimal.NewFromInt(-5)
// 定義測試案例的結構
testCases := []struct {
name string // 測試案例的名稱
n int // ringQD 的大小
inputs []decimal.Decimal // 輸入的數值序列
wantSum decimal.Decimal // 預期的總和
wantMean decimal.Decimal // 預期的平均值
wantValues []decimal.Decimal // 預期隊列中最後的值
wantReady bool // 預期的就緒狀態
}{
{
name: "未滿載的情況",
n: 5,
inputs: []decimal.Decimal{d10, d20},
wantSum: decimal.NewFromInt(30),
wantMean: decimal.NewFromInt(15),
wantValues: []decimal.Decimal{d10, d20},
wantReady: false,
},
{
name: "剛好滿載的情況",
n: 3,
inputs: []decimal.Decimal{d10, d20, d30},
wantSum: decimal.NewFromInt(60),
wantMean: decimal.NewFromInt(20),
wantValues: []decimal.Decimal{d10, d20, d30},
wantReady: true,
},
{
name: "超出容量,舊資料被移除",
n: 3,
inputs: []decimal.Decimal{d10, d20, d30, d40, d50},
wantSum: decimal.NewFromInt(120), // 30 + 40 + 50
wantMean: decimal.NewFromInt(40),
wantValues: []decimal.Decimal{d30, d40, d50},
wantReady: true,
},
{
name: "包含零與負數",
n: 4,
inputs: []decimal.Decimal{d10, d_neg5, decimal.Zero, d30, d_neg5},
wantSum: decimal.NewFromInt(20), // -5 + 0 + 30 + (-5)
wantMean: decimal.NewFromInt(5),
wantValues: []decimal.Decimal{d_neg5, decimal.Zero, d30, d_neg5},
wantReady: true,
},
{
name: "初始為空",
n: 5,
inputs: []decimal.Decimal{},
wantSum: decimal.Zero,
wantMean: decimal.Zero,
wantValues: []decimal.Decimal{},
wantReady: false,
},
{
name: "N 為 1 的邊界情況",
n: 1,
inputs: []decimal.Decimal{d10, d20, d30},
wantSum: d30,
wantMean: d30,
wantValues: []decimal.Decimal{d30},
wantReady: true,
},
{
name: "N 為 0 的無效情況",
n: 0,
inputs: []decimal.Decimal{d10, d20, d30},
wantSum: decimal.Zero,
wantMean: decimal.Zero,
wantValues: []decimal.Decimal{},
wantReady: true,
},
}
// 遍歷所有測試案例
for _, tc := range testCases {
t.Run(tc.name, func(t *testing.T) {
// 針對每個案例建立一個新的 ringQD
q := newRingQD(tc.n)
// 依序推入資料
for _, val := range tc.inputs {
q.push(val)
}
// 驗證總和
if !q.sum.Equals(tc.wantSum) {
t.Errorf("Sum 錯誤got %v, want %v", q.sum, tc.wantSum)
}
// 驗證平均值
gotMean := q.mean()
if !gotMean.Equals(tc.wantMean) {
t.Errorf("Mean 錯誤got %v, want %v", gotMean, tc.wantMean)
}
// 驗證就緒狀態
if q.ready() != tc.wantReady {
t.Errorf("Ready 狀態錯誤got %v, want %v", q.ready(), tc.wantReady)
}
// 驗證隊列中的值
gotValues := q.values()
if !reflect.DeepEqual(gotValues, tc.wantValues) {
t.Errorf("Values 錯誤got %v, want %v", gotValues, tc.wantValues)
}
})
}
}

View File

@ -0,0 +1,45 @@
package strategy
import "github.com/shopspring/decimal"
/* SMA (Simple Moving Average) 簡單移動平均線 它透過計算一段時間內股價的平均值來判斷趨勢和提供交易信號
SMA 的計算方式
SMA 簡單地將一段時間內的收盤價加總再除以該期間的交易日數 例如5 日SMA 就是將過去 5 個交易日的收盤價加總後除以 5
SMA 的應用
1. 趨勢判斷:
SMA 可以用來判斷價格的趨勢 當股價在 SMA 上方 SMA 向上移動時表示股價處於上升趨勢
反之當股價在 SMA 下方且SMA 向下移動時表示股價處於下降趨勢
2. 支撐與阻力:
SMA 也可以被視為支撐位和阻力位 當股價下跌到SMA 附近時SMA 可能會提供支撐而當股價上漲到SMA 附近時SMA 可能會提供阻力
3. 交易信號:
移動平均線的交叉也可以產生交易信號 例如當短期SMA 線向上穿越長期SMA 線時被稱為黃金交叉可能是一個買入信號
反之當短期SMA 線向下穿越長期SMA 線時被稱為死亡交叉可能是一個賣出信號
SMA 的優缺點:
優點: SMA 計算簡單易於理解適合新手使用
缺點: SMA 對於價格變動的反應較為遲鈍可能會落後於市場特別是短期波動時可能不如其他移動平均線指標準確
*/
type SMA struct {
q *ringQD
}
// NewSMA 建立SMA計算器
func NewSMA(n int) *SMA { return &SMA{q: newRingQD(n)} }
// Push 輸入收盤價返回當前SMA值
func (s *SMA) Push(close decimal.Decimal) (decimal.Decimal, bool) {
s.q.push(close)
if !s.q.ready() {
return decimal.Zero, false // 尚未湊滿資料
}
return s.q.mean(), true
}
// GetSMA 取得目前 SMA 值
func (s *SMA) GetSMA() (decimal.Decimal, bool) {
if !s.q.ready() {
return decimal.Zero, false // 尚未湊滿資料
}
return s.q.mean(), true
}

View File

@ -0,0 +1,42 @@
package blockchainservicelogic
import (
"blockchain/internal/domain/usecase"
"context"
"time"
"blockchain/gen_result/pb/code.30cm.net/digimon/app-cloudep-blockchain"
"blockchain/internal/svc"
"github.com/zeromicro/go-zero/core/logx"
)
type GetHistoryKlineDataLogic struct {
ctx context.Context
svcCtx *svc.ServiceContext
logx.Logger
}
func NewGetHistoryKlineDataLogic(ctx context.Context, svcCtx *svc.ServiceContext) *GetHistoryKlineDataLogic {
return &GetHistoryKlineDataLogic{
ctx: ctx,
svcCtx: svcCtx,
Logger: logx.WithContext(ctx),
}
}
func (l *GetHistoryKlineDataLogic) GetHistoryKlineData(in *app_cloudep_blockchain.HistoryReq) (*app_cloudep_blockchain.OKResp, error) {
go func() {
st, _ := time.Parse(time.RFC3339, in.GetStartTime())
et, _ := time.Parse(time.RFC3339, in.GetEndTime())
_ = l.svcCtx.BinanceDataSource.UpsertKline(context.Background(), usecase.QueryKline{
Symbol: in.GetSymbol(),
Interval: in.GetInterval(),
StartTime: st.UnixNano(),
EndTime: et.UnixNano(),
})
return
}()
return &app_cloudep_blockchain.OKResp{}, nil
}

View File

@ -1,12 +1,11 @@
package blockchainservicelogic
import (
"blockchain/internal/domain/usecase"
"context"
"time"
app_cloudep_blockchain "blockchain/gen_result/pb/code.30cm.net/digimon/app-cloudep-blockchain"
"blockchain/internal/domain/usecase"
"blockchain/internal/svc"
"context"
"fmt"
"github.com/zeromicro/go-zero/core/logx"
)
@ -26,11 +25,12 @@ func NewPingLogic(ctx context.Context, svcCtx *svc.ServiceContext) *PingLogic {
}
func (l *PingLogic) Ping(_ *app_cloudep_blockchain.NoneReq) (*app_cloudep_blockchain.OKResp, error) {
err := l.svcCtx.BinanceDataSource.UpsertKline(l.ctx, usecase.QueryKline{
Symbol: "BTCUSDT",
Interval: "1m",
StartUnixNano: time.Date(2024, 8, 1, 0, 0, 0, 0, time.UTC).UnixNano(),
EndUnixNano: time.Date(2025, 8, 2, 0, 0, 0, 0, time.UTC).UnixNano(),
kline, err := l.svcCtx.BinanceDataSource.ListKline(l.ctx, usecase.QueryKline{
Symbol: "ETHUSDT",
Interval: "1d",
StartTime: 1502928000000,
EndTime: 1503964800000,
})
if err != nil {
return nil, err

View File

@ -12,6 +12,7 @@ import (
"encoding/csv"
"fmt"
"github.com/goccy/go-json"
"github.com/scylladb/gocqlx/v3/qb"
"io"
"net/http"
"os"
@ -140,38 +141,24 @@ func (repo *BinanceRepository) GetSymbols(ctx context.Context) ([]*entity.Symbol
}
func (repo *BinanceRepository) FetchHistoryKline(ctx context.Context, param repository.QueryKline) ([]*entity.Kline, error) {
ch := make(chan []*entity.Kline, repo.workerSize)
var wg sync.WaitGroup
start := time.Unix(0, param.StartTime)
end := time.Unix(0, param.EndTime)
var allKLines []*entity.Kline
start := time.Unix(0, param.StartUnixNano)
end := time.Unix(0, param.EndUnixNano)
// 產生所有天的任務
for d := start; !d.After(end); d = d.AddDate(0, 0, 1) {
day := d
wg.Add(1)
_ = repo.workers.Submit(func() {
defer wg.Done()
klines, err := repo.fetchHistoryKline(ctx, param.Symbol, param.Interval, day.Format(time.DateOnly))
if err == nil && len(klines) > 0 {
ch <- klines // 只要拿到資料就丟進 channel
a, err := repo.fetchHistoryKline(ctx, param.Symbol, param.Interval, day.Format(time.DateOnly))
if err != nil {
logx.Errorf("failed to get history of kline : %v", err)
continue
}
// 沒資料不用丟,避免 nil append
})
allKLines = append(allKLines, a...)
}
// 等全部任務完成再關閉 channel
go func() {
wg.Wait()
close(ch)
}()
// 收集所有 K 線
var allKlines []*entity.Kline
for klines := range ch {
allKlines = append(allKlines, klines...)
}
return allKlines, nil
return allKLines, nil
}
func (repo *BinanceRepository) SaveHistoryKline(ctx context.Context, data []*entity.Kline) error {
@ -187,7 +174,6 @@ func (repo *BinanceRepository) SaveHistoryKline(ctx context.Context, data []*ent
go func(k *entity.Kline) {
defer wg.Done()
defer func() { <-ch }()
if err := repo.db.Insert(ctx, k, repo.KeySpace); err != nil {
mu.Lock()
errList = append(errList, err)
@ -206,6 +192,35 @@ func (repo *BinanceRepository) SaveHistoryKline(ctx context.Context, data []*ent
return nil
}
func (repo *BinanceRepository) GetKline(ctx context.Context, param repository.QueryKline) ([]entity.Kline, error) {
e := entity.Kline{}
stmt, names := qb.Select(fmt.Sprintf("%s.%s", repo.KeySpace, e.TableName())).
Columns(
"symbol", "interval", "open_time", "open", "high", "low", "close",
"volume", "close_time", "quote_asset_volume", "number_of_trades",
"taker_buy_base_asset_volume", "taker_buy_quote_asset_volume",
).
Where(
qb.Eq("symbol"),
qb.Eq("interval"),
qb.GtOrEqNamed("open_time", "start"),
qb.LtOrEqNamed("open_time", "end"),
).ToCql()
var result []entity.Kline
err := repo.db.GetSession().Query(stmt, names).BindMap(qb.M{
"symbol": param.Symbol,
"interval": param.Interval,
"start": param.StartTime,
"end": param.EndTime,
}).SelectRelease(&result)
if err != nil {
return nil, err
}
return result, nil
}
// =============
func (repo *BinanceRepository) getSymbolsFromSource(ctx context.Context) ([]binance.Symbol, error) {
if repo.Client == nil {
@ -229,11 +244,7 @@ func (repo *BinanceRepository) fetchHistoryKline(ctx context.Context, symbol str
if err := check(ctx, url); err != nil {
return nil, err
}
// 這個 URL 只可能指向 binance.vision 官方站,已限定字串組合,不可能被用戶控制。
// #nosec G107
// 下載 zip
// 這個 URL 只可能指向 binance.vision 官方站,已限定字串組合,不可能被用戶控制。
// #nosec G107
req, err := http.NewRequestWithContext(ctx, http.MethodGet, url, nil)
if err != nil {
return nil, err
@ -274,7 +285,6 @@ func (repo *BinanceRepository) fetchHistoryKline(ctx context.Context, symbol str
"quote_asset_volume", "number_of_trades", "taker_buy_base_asset_volume",
"taker_buy_quote_asset_volume", "ignore",
}
for _, f := range r.File {
rc, err := f.Open()
if err != nil {
@ -293,11 +303,11 @@ func (repo *BinanceRepository) fetchHistoryKline(ctx context.Context, symbol str
if err != nil || len(record) < 12 {
continue
}
logx.Infof("record: %s", record)
_ = writer.Write(record)
}
writer.Flush()
rc.Close()
// csvutil parse
var klines []*entity.Kline
if err := csvutil.Unmarshal(buf.Bytes(), &klines); err != nil {

View File

@ -102,8 +102,8 @@ func TestSymbol(t *testing.T) {
k, err := repo.FetchHistoryKline(context.Background(), repository.QueryKline{
Symbol: "BTCUSDT",
Interval: "1m",
StartUnixNano: time.Date(2025, 8, 3, 0, 0, 0, 0, time.UTC).UnixNano(),
EndUnixNano: time.Date(2025, 8, 4, 0, 0, 0, 0, time.UTC).UnixNano(),
StartTime: time.Date(2025, 8, 3, 0, 0, 0, 0, time.UTC).UnixNano(),
EndTime: time.Date(2025, 8, 4, 0, 0, 0, 0, time.UTC).UnixNano(),
})
assert.NoError(t, err)
for _, item := range k {

View File

@ -1,5 +1,5 @@
// Code generated by goctl. DO NOT EDIT.
// goctl 1.8.5
// goctl 1.8.1
// Source: blockchain.proto
package server
@ -7,8 +7,8 @@ package server
import (
"context"
app_cloudep_blockchain "blockchain/gen_result/pb/code.30cm.net/digimon/app-cloudep-blockchain"
blockchainservicelogic "blockchain/internal/logic/blockchainservice"
"blockchain/gen_result/pb/code.30cm.net/digimon/app-cloudep-blockchain"
"blockchain/internal/logic/blockchainservice"
"blockchain/internal/svc"
)
@ -29,6 +29,11 @@ func (s *BlockchainServiceServer) ListSymbols(ctx context.Context, in *app_cloud
return l.ListSymbols(in)
}
func (s *BlockchainServiceServer) GetHistoryKlineData(ctx context.Context, in *app_cloudep_blockchain.HistoryReq) (*app_cloudep_blockchain.OKResp, error) {
l := blockchainservicelogic.NewGetHistoryKlineDataLogic(ctx, s.svcCtx)
return l.GetHistoryKlineData(in)
}
// Ping is a health-check endpoint.
func (s *BlockchainServiceServer) Ping(ctx context.Context, in *app_cloudep_blockchain.NoneReq) (*app_cloudep_blockchain.OKResp, error) {
l := blockchainservicelogic.NewPingLogic(ctx, s.svcCtx)

View File

@ -32,7 +32,7 @@ func NewServiceContext(c config.Config) *ServiceContext {
DB: cassandra,
KeySpace: c.Cassandra.Keyspace,
})
InitBinanceKLineWebsocket()
// InitBinanceKLineWebsocket()
return &ServiceContext{
Config: c,
BinanceRepo: binanceRepo,

View File

@ -4,9 +4,8 @@ import (
"blockchain/internal/domain/blockchain"
"blockchain/internal/domain/repository"
"blockchain/internal/domain/usecase"
"context"
"code.30cm.net/digimon/library-go/errs"
"context"
"github.com/zeromicro/go-zero/core/logx"
)
@ -60,8 +59,8 @@ func (use *BinanceUseCase) UpsertKline(ctx context.Context, data usecase.QueryKl
origianData, err := use.BinanceRepo.FetchHistoryKline(ctx, repository.QueryKline{
Symbol: data.Symbol,
Interval: data.Interval,
StartUnixNano: data.StartUnixNano,
EndUnixNano: data.EndUnixNano,
StartTime: data.StartTime,
EndTime: data.EndTime,
})
if err != nil {
e := errs.ThirdPartyErrorL(
@ -94,3 +93,47 @@ func (use *BinanceUseCase) UpsertKline(ctx context.Context, data usecase.QueryKl
return nil
}
func (use *BinanceUseCase) ListKline(ctx context.Context, param usecase.QueryKline) ([]usecase.Candle, error) {
kline, err := use.BinanceRepo.GetKline(ctx, repository.QueryKline{
Symbol: param.Symbol,
Interval: param.Interval,
StartTime: param.StartTime,
EndTime: param.EndTime,
})
if err != nil {
e := errs.DatabaseErrorWithScopeL(
blockchain.CodeBlockchain,
blockchain.FailedToListBinanceKlineErrorCode,
logx.WithContext(ctx),
[]logx.LogField{
{Key: "func", Value: "BinanceRepo.GetKline"},
{Key: "err", Value: err.Error()},
},
"failed get kline data from db").Wrap(err)
return nil, e
}
candle := make([]usecase.Candle, 0, len(kline))
for _, item := range kline {
candle = append(candle, usecase.Candle{
OpenTime: item.OpenTime,
Open: item.Open,
High: item.High,
Low: item.Low,
Close: item.Close,
Volume: item.Volume,
CloseTime: item.CloseTime,
QuoteAssetVolume: item.QuoteAssetVolume,
NumberOfTrades: item.NumberOfTrades,
TakerBuyBaseAssetVolume: item.TakerBuyBaseAssetVolume,
TakerBuyQuoteAssetVolume: item.TakerBuyQuoteAssetVolume,
Symbol: item.Symbol,
Interval: item.Interval,
})
}
return candle, nil
}