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client.go
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client.go
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package gospice
import (
"context"
"crypto/x509"
"fmt"
"math"
"net/http"
"strings"
"time"
"github.com/apache/arrow/go/v14/arrow/array"
"github.com/apache/arrow/go/v14/arrow/flight"
"github.com/cenkalti/backoff/v4"
"google.golang.org/grpc"
"google.golang.org/grpc/codes"
"google.golang.org/grpc/credentials"
"google.golang.org/grpc/credentials/insecure"
"google.golang.org/grpc/status"
)
const (
MAX_MESSAGE_SIZE_BYTES = 100 * 1024 * 1024
)
var defaultConfig = LoadConfig()
// SpiceClient is a client for Spice.ai - Data and AI infrastructure for web3
// https://spice.ai
// For documentation visit https://docs.spice.ai/sdks/go-sdk
type SpiceClient struct {
appId string
apiKey string
flightAddress string
firecacheAddress string
baseHttpUrl string
flightClient flight.Client
firecacheClient flight.Client
httpClient http.Client
backoffPolicy backoff.BackOff
maxRetries uint
}
// NewSpiceClient creates a new SpiceClient
func NewSpiceClient() *SpiceClient {
return NewSpiceClientWithAddress(defaultConfig.FlightUrl, defaultConfig.FirecacheUrl)
}
func NewSpiceClientWithAddress(flightAddress string, firecacheAddress string) *SpiceClient {
spiceClient := &SpiceClient{
flightAddress: flightAddress,
firecacheAddress: firecacheAddress,
baseHttpUrl: defaultConfig.HttpUrl,
httpClient: http.Client{
Transport: &http.Transport{
MaxIdleConnsPerHost: 10,
DisableCompression: false,
},
},
maxRetries: 3,
}
spiceClient.backoffPolicy = spiceClient.getBackoffPolicy()
return spiceClient
}
// Init initializes the SpiceClient
func (c *SpiceClient) Init(apiKey string) error {
if apiKey == "" {
return fmt.Errorf("apiKey is required")
}
apiKeyParts := strings.Split(apiKey, "|")
if len(apiKeyParts) != 2 {
return fmt.Errorf("apiKey is invalid")
}
systemCertPool, err := x509.SystemCertPool()
if err != nil {
return fmt.Errorf("error getting system cert pool: %w", err)
}
flightClient, err := c.createClient(c.flightAddress, systemCertPool)
if err != nil {
return fmt.Errorf("error creating Spice Flight client: %w", err)
}
firecacheClient, err := c.createClient(c.firecacheAddress, systemCertPool)
if err != nil {
return fmt.Errorf("error creating Spice Firecache client: %w", err)
}
c.appId = apiKeyParts[0]
c.apiKey = apiKey
c.flightClient = flightClient
c.firecacheClient = firecacheClient
return nil
}
// Sets the maximum number of times to retry Query and FireQuery calls.
// The default is 3. Setting to 0 will disable retries.
func (c *SpiceClient) SetMaxRetries(maxRetries uint) {
c.maxRetries = maxRetries
}
// Close closes the SpiceClient and cleans up resources
func (c *SpiceClient) Close() error {
var errors []error
if c.flightClient != nil {
err := c.flightClient.Close()
if err != nil {
errors = append(errors, err)
}
}
if c.firecacheClient != nil {
err := c.firecacheClient.Close()
if err != nil {
errors = append(errors, err)
}
}
c.httpClient.CloseIdleConnections()
if len(errors) > 0 {
return fmt.Errorf("error closing SpiceClient: %v", errors)
}
return nil
}
func (c *SpiceClient) query(ctx context.Context, client flight.Client, appId string, apiKey string, sql string) (array.RecordReader, error) {
var rdr array.RecordReader
err := backoff.Retry(func() error {
var err error
rdr, err = c.queryInternal(ctx, client, appId, apiKey, sql)
if err != nil {
st, ok := status.FromError(err)
if ok {
switch st.Code() {
case codes.Unavailable, codes.Unknown, codes.DeadlineExceeded, codes.Aborted, codes.Internal:
return err
}
if strings.Contains(err.Error(), "malformed header: missing HTTP content-type") {
return err
}
if err.Error() == "rpc error: code = Unknown desc = " {
return err
}
}
return backoff.Permanent(err)
}
return nil
}, backoff.WithMaxRetries(c.backoffPolicy, uint64(c.maxRetries)))
if err != nil {
return nil, err
}
return rdr, nil
}
func (c *SpiceClient) queryInternal(ctx context.Context, client flight.Client, appId string, apiKey string, sql string) (array.RecordReader, error) {
if client == nil {
return nil, fmt.Errorf("flight client is not initialized")
}
authContext, err := client.AuthenticateBasicToken(ctx, appId, apiKey)
if err != nil {
return nil, err
}
fd := &flight.FlightDescriptor{
Type: flight.DescriptorCMD,
Cmd: []byte(sql),
}
info, err := client.GetFlightInfo(authContext, fd)
if err != nil {
return nil, err
}
stream, err := client.DoGet(authContext, info.Endpoint[0].Ticket)
if err != nil {
return nil, err
}
rdr, err := flight.NewRecordReader(stream)
if err != nil {
return nil, err
}
return rdr, nil
}
func (c *SpiceClient) createClient(address string, systemCertPool *x509.CertPool) (flight.Client, error) {
retryPolicy := fmt.Sprintf(`{
"methodConfig": [{
"name": [{"service": "arrow.flight.protocol.FlightService"}],
"waitForReady": true,
"retryPolicy": {
"MaxAttempts": %d,
"InitialBackoff": "0.1s",
"MaxBackoff": "0.225s",
"BackoffMultiplier": 1.5,
"RetryableStatusCodes": [ "UNAVAILABLE", "UNKNOWN", "INTERNAL" ]
}
}]
}`, c.maxRetries+1)
grpcDialOpts := []grpc.DialOption{
grpc.WithDefaultServiceConfig(retryPolicy),
grpc.WithDefaultCallOptions(
grpc.MaxCallRecvMsgSize(MAX_MESSAGE_SIZE_BYTES),
grpc.MaxCallSendMsgSize(MAX_MESSAGE_SIZE_BYTES),
),
}
if strings.HasPrefix(address, "grpc://") {
address = strings.TrimPrefix(address, "grpc://")
grpcDialOpts = append(grpcDialOpts, grpc.WithTransportCredentials(insecure.NewCredentials()))
} else {
grpcDialOpts = append(grpcDialOpts, grpc.WithTransportCredentials(credentials.NewClientTLSFromCert(systemCertPool, "")))
}
client, err := flight.NewClientWithMiddleware(
address,
nil,
nil,
grpcDialOpts...,
)
if err != nil {
return nil, err
}
return client, nil
}
func (c *SpiceClient) getBackoffPolicy() backoff.BackOff {
initialInterval := 250 * time.Millisecond
maxInterval := initialInterval * time.Duration(math.Ceil(float64(c.maxRetries)*backoff.DefaultMultiplier))
maxElapsedTime := maxInterval * time.Duration(c.maxRetries)
b := &backoff.ExponentialBackOff{
InitialInterval: initialInterval,
RandomizationFactor: backoff.DefaultRandomizationFactor, // 0.5
Multiplier: backoff.DefaultMultiplier, // 1.5
MaxInterval: maxInterval,
MaxElapsedTime: maxElapsedTime,
Stop: backoff.Stop,
Clock: backoff.SystemClock,
}
b.Reset()
return b
}