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driver_e2e_test.go
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driver_e2e_test.go
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package dbsql
import (
"context"
"database/sql"
"encoding/json"
"fmt"
"net/http/httptest"
"net/url"
"os"
"strconv"
"testing"
"time"
"github.com/databricks/databricks-sql-go/driverctx"
"github.com/databricks/databricks-sql-go/internal/cli_service"
"github.com/databricks/databricks-sql-go/internal/client"
dbsqlerr "github.com/databricks/databricks-sql-go/internal/err"
"github.com/databricks/databricks-sql-go/logger"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
func TestWorkflowExample(t *testing.T) {
// these are global variables that get changed depending on the the expected response
var (
catalog = "hive_metastore"
schema = "default"
)
state := &callState{}
// load basic responses
loadTestData(t, "OpenSessionSuccess.json", &state.openSessionResp)
loadTestData(t, "CloseSessionSuccess.json", &state.closeSessionResp)
loadTestData(t, "CloseOperationSuccess.json", &state.closeOperationResp)
ts := getServer(state)
defer ts.Close()
r, err := url.Parse(ts.URL)
require.NoError(t, err)
port, err := strconv.Atoi(r.Port())
require.NoError(t, err)
connector, err := NewConnector(
WithServerHostname("localhost"),
WithPort(port),
WithHTTPPath(""),
WithAccessToken(""),
WithSessionParams(map[string]string{"timezone": "America/Sao_Paulo", "ansi_mode": "true"}),
WithUserAgentEntry("workflow-example"),
WithInitialNamespace(catalog, schema),
WithTimeout(time.Minute),
WithMaxRows(10),
)
require.NoError(t, err)
db := sql.OpenDB(connector)
defer db.Close()
ogCtx := driverctx.NewContextWithCorrelationId(context.Background(), "workflow-example")
ctx1, cancel := context.WithTimeout(ogCtx, 30*time.Second)
defer cancel()
// set up basic responses for ping
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement1.json", &state.executeStatementResp)
if err := db.PingContext(ctx1); err != nil {
require.NoError(t, err)
}
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement4.json", &state.executeStatementResp)
if _, err := db.ExecContext(ogCtx, `CREATE TABLE IF NOT EXISTS diamonds USING CSV LOCATION '/databricks-datasets/Rdatasets/data-001/csv/ggplot2/diamonds.csv' options (header = true, inferSchema = true)`); err != nil {
require.NoError(t, err)
}
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement5.json", &state.executeStatementResp)
var max float64
if err := db.QueryRowContext(ogCtx, `select max(carat) from diamonds`).Scan(&max); err != nil {
require.NoError(t, err)
} else {
require.Equal(t, 5.01, max)
}
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement7.json", &state.executeStatementResp)
state.fetchResultsResp = cli_service.TFetchResultsResp{}
loadTestData(t, "FetchResults8.json", &state.fetchResultsResp)
ctx2, cancel := context.WithTimeout(ogCtx, 30*time.Second)
defer cancel()
if rows, err := db.QueryContext(ctx2, "select * from diamonds limit 19"); err != nil {
require.NoError(t, err)
} else {
expectedColumnNames := []string{"_c0", "carat", "cut", "color", "clarity", "depth", "table", "price", "x", "y", "z"}
expectedDatabaseType := []string{"INT", "DOUBLE", "STRING", "STRING", "STRING", "DOUBLE", "DOUBLE", "INT", "DOUBLE", "DOUBLE", "DOUBLE"}
expectedNullable := []bool{false, false, false, false, false, false, false, false, false, false, false}
cols, err := rows.Columns()
require.NoError(t, err)
require.Equal(t, expectedColumnNames, cols)
types, err := rows.ColumnTypes()
require.NoError(t, err)
for i, v := range types {
assert.Equal(t, expectedColumnNames[i], v.Name())
assert.Equal(t, expectedDatabaseType[i], v.DatabaseTypeName())
nullable, ok := v.Nullable()
assert.False(t, ok)
assert.Equal(t, expectedNullable[i], nullable)
}
type row struct {
_c0 int
carat float64
cut string
color string
clarity string
depth sql.NullFloat64
table sql.NullInt64
price int
x float64
y float64
z float64
}
expectedRows := []row{
{_c0: 1, carat: 0.23, cut: "Ideal", color: "E", clarity: "SI2", depth: sql.NullFloat64{Float64: 61.5, Valid: true}, table: sql.NullInt64{Int64: 55, Valid: true}, price: 326, x: 3.95, y: 3.98, z: 2.43},
{_c0: 2, carat: 0.21, cut: "Premium", color: "E", clarity: "SI1", depth: sql.NullFloat64{Float64: 59.8, Valid: true}, table: sql.NullInt64{Int64: 61, Valid: true}, price: 326, x: 3.89, y: 3.84, z: 2.31},
{_c0: 3, carat: 0.23, cut: "Good", color: "E", clarity: "VS1", depth: sql.NullFloat64{Float64: 56.9, Valid: true}, table: sql.NullInt64{Int64: 65, Valid: true}, price: 327, x: 4.05, y: 4.07, z: 2.31},
{_c0: 4, carat: 0.29, cut: "Premium", color: "I", clarity: "VS2", depth: sql.NullFloat64{Float64: 62.4, Valid: true}, table: sql.NullInt64{Int64: 58, Valid: true}, price: 334, x: 4.2, y: 4.23, z: 2.63},
{_c0: 5, carat: 0.31, cut: "Good", color: "J", clarity: "SI2", depth: sql.NullFloat64{Float64: 63.3, Valid: true}, table: sql.NullInt64{Int64: 58, Valid: true}, price: 335, x: 4.34, y: 4.35, z: 2.75},
{_c0: 6, carat: 0.24, cut: "Very Good", color: "J", clarity: "VVS2", depth: sql.NullFloat64{Float64: 62.8, Valid: true}, table: sql.NullInt64{Int64: 57, Valid: true}, price: 336, x: 3.94, y: 3.96, z: 2.48},
{_c0: 7, carat: 0.24, cut: "Very Good", color: "I", clarity: "VVS1", depth: sql.NullFloat64{Float64: 62.3, Valid: true}, table: sql.NullInt64{Int64: 57, Valid: true}, price: 336, x: 3.95, y: 3.98, z: 2.47},
{_c0: 8, carat: 0.26, cut: "Very Good", color: "H", clarity: "SI1", depth: sql.NullFloat64{Float64: 61.9, Valid: true}, table: sql.NullInt64{Int64: 55, Valid: true}, price: 337, x: 4.07, y: 4.11, z: 2.53},
{_c0: 9, carat: 0.22, cut: "Fair", color: "E", clarity: "VS2", depth: sql.NullFloat64{Float64: 65.1, Valid: true}, table: sql.NullInt64{Int64: 61, Valid: true}, price: 337, x: 3.87, y: 3.78, z: 2.49},
{_c0: 10, carat: 0.23, cut: "Very Good", color: "H", clarity: "VS1", depth: sql.NullFloat64{Float64: 59.4, Valid: true}, table: sql.NullInt64{Int64: 61, Valid: true}, price: 338, x: 4, y: 4.05, z: 2.39},
{_c0: 11, carat: 0.3, cut: "Good", color: "J", clarity: "SI1", depth: sql.NullFloat64{Float64: 64, Valid: true}, table: sql.NullInt64{Int64: 55, Valid: true}, price: 339, x: 4.25, y: 4.28, z: 2.73},
{_c0: 12, carat: 0.23, cut: "Ideal", color: "J", clarity: "VS1", depth: sql.NullFloat64{Float64: 62.8, Valid: true}, table: sql.NullInt64{Int64: 56, Valid: true}, price: 340, x: 3.93, y: 3.9, z: 2.46},
{_c0: 13, carat: 0.22, cut: "Premium", color: "F", clarity: "SI1", depth: sql.NullFloat64{Float64: 60.4, Valid: true}, table: sql.NullInt64{Int64: 61, Valid: true}, price: 342, x: 3.88, y: 3.84, z: 2.33},
{_c0: 14, carat: 0.31, cut: "Ideal", color: "J", clarity: "SI2", depth: sql.NullFloat64{Float64: 62.2, Valid: true}, table: sql.NullInt64{Int64: 54, Valid: true}, price: 344, x: 4.35, y: 4.37, z: 2.71},
{_c0: 15, carat: 0.2, cut: "Premium", color: "E", clarity: "SI2", depth: sql.NullFloat64{Float64: 60.2, Valid: true}, table: sql.NullInt64{Int64: 62, Valid: true}, price: 345, x: 3.79, y: 3.75, z: 2.27},
{_c0: 16, carat: 0.32, cut: "Premium", color: "E", clarity: "I1", depth: sql.NullFloat64{Float64: 60.9, Valid: true}, table: sql.NullInt64{Int64: 58, Valid: true}, price: 345, x: 4.38, y: 4.42, z: 2.68},
{_c0: 17, carat: 0.3, cut: "Ideal", color: "I", clarity: "SI2", depth: sql.NullFloat64{Float64: 62, Valid: true}, table: sql.NullInt64{Int64: 54, Valid: true}, price: 348, x: 4.31, y: 4.34, z: 2.68},
{_c0: 18, carat: 0.3, cut: "Good", color: "J", clarity: "SI1", depth: sql.NullFloat64{Float64: 63.4, Valid: true}, table: sql.NullInt64{Int64: 54, Valid: true}, price: 351, x: 4.23, y: 4.29, z: 2.7},
{_c0: 19, carat: 0.3, cut: "Good", color: "J", clarity: "SI1", depth: sql.NullFloat64{Float64: 63.8, Valid: true}, table: sql.NullInt64{Int64: 56, Valid: true}, price: 351, x: 4.23, y: 4.26, z: 2.71},
}
rowIdx := 0
for rows.Next() {
// After row 10 this will cause one fetch call, as 10 rows (maxRows config) will come from the first execute statement call.
r := row{}
if err := rows.Scan(&r._c0, &r.carat, &r.cut, &r.color, &r.clarity, &r.depth, &r.table, &r.price, &r.x, &r.y, &r.z); err != nil {
require.NoError(t, err)
} else {
assert.Equal(t, expectedRows[rowIdx], r)
}
rowIdx++
}
}
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement10.json", &state.executeStatementResp)
// // timezones are also supported
var curTimestamp time.Time
var curDate time.Time
var curTimezone string
loc, err := time.LoadLocation("America/Sao_Paulo")
require.NoError(t, err)
if err := db.QueryRowContext(ogCtx, `select current_date(), current_timestamp(), current_timezone()`).Scan(&curDate, &curTimestamp, &curTimezone); err != nil {
require.NoError(t, err)
} else {
assert.Equal(t, "America/Sao_Paulo", curTimezone)
assert.Equal(t, time.Date(2022, time.Month(11), 17, 14, 33, 15, 771000000, loc), curTimestamp)
assert.Equal(t, time.Date(2022, time.Month(11), 17, 0, 0, 0, 0, loc), curDate)
}
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement14.json", &state.executeStatementResp)
state.getOperationStatusResp = cli_service.TGetOperationStatusResp{}
loadTestData(t, "GetOperationStatusFinished.json", &state.getOperationStatusResp)
// // we can also create and query a table with complex data types
if _, err := db.ExecContext(
ogCtx,
`create table if not exists array_map_struct (
array_col array < int >,
map_col map < string, int >,
struct_col struct < string_field string, array_field array < int > >)`); err != nil {
require.NoError(t, err)
}
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement19.json", &state.executeStatementResp)
if res, err := db.ExecContext(
context.Background(),
`insert into table array_map_struct (array_col, map_col, struct_col) VALUES (
array(1, 2, 3),
map('key1', 1),
struct('string_val', array(4, 5, 6)))`); err != nil {
require.NoError(t, err)
} else {
iRows, err := res.RowsAffected()
if err != nil {
require.NoError(t, err)
}
assert.Equal(t, int64(1), iRows)
}
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement20.json", &state.executeStatementResp)
if rows, err := db.QueryContext(ogCtx, "select * from array_map_struct"); err != nil {
require.NoError(t, err)
} else {
// complex data types are returned as string
type row struct {
arrayVal string
mapVal string
structVal string
}
expectedColumnNames := []string{"array_col", "map_col", "struct_col"}
expectedDatabaseType := []string{"ARRAY", "MAP", "STRUCT"}
expectedNullable := []bool{false, false, false}
cols, err := rows.Columns()
require.NoError(t, err)
require.Equal(t, expectedColumnNames, cols)
types, err := rows.ColumnTypes()
require.NoError(t, err)
for i, v := range types {
assert.Equal(t, expectedColumnNames[i], v.Name())
assert.Equal(t, expectedDatabaseType[i], v.DatabaseTypeName())
nullable, ok := v.Nullable()
assert.False(t, ok)
assert.Equal(t, expectedNullable[i], nullable)
}
expectedRows := []row{{arrayVal: "[1,2,3]", mapVal: "{\"key1\":1}", structVal: "{\"string_field\":\"string_val\",\"array_field\":[4,5,6]}"}}
rowIdx := 0
for rows.Next() {
r := row{}
if err := rows.Scan(&r.arrayVal, &r.mapVal, &r.structVal); err != nil {
require.NoError(t, err)
} else {
assert.Equal(t, expectedRows[rowIdx], r)
}
rowIdx++
}
}
}
func TestContextTimeoutExample(t *testing.T) {
_ = logger.SetLogLevel("debug")
state := &callState{}
// load basic responses
loadTestData(t, "OpenSessionSuccess.json", &state.openSessionResp)
loadTestData(t, "CloseSessionSuccess.json", &state.closeSessionResp)
loadTestData(t, "CloseOperationSuccess.json", &state.closeOperationResp)
ts := getServer(state)
defer ts.Close()
db, err := sql.Open("databricks", ts.URL+"/path")
require.NoError(t, err)
defer db.Close()
ogCtx := driverctx.NewContextWithCorrelationId(context.Background(), "context-timeout-example")
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement21.json", &state.executeStatementResp)
state.getOperationStatusResp = cli_service.TGetOperationStatusResp{}
loadTestData(t, "GetOperationStatusRunning.json", &state.getOperationStatusResp)
loadTestData(t, "CancelOperationSuccess.json", &state.cancelOperationResp)
ctx1, cancel := context.WithTimeout(ogCtx, 5*time.Second)
defer cancel()
rows, err := db.QueryContext(ctx1, `SELECT id FROM RANGE(100000000) ORDER BY RANDOM() + 2 asc`)
require.ErrorContains(t, err, context.DeadlineExceeded.Error())
require.Nil(t, rows)
_, ok := err.(dbsqlerr.Causer)
assert.True(t, ok)
_, ok = err.(dbsqlerr.StackTracer)
assert.True(t, ok)
assert.Equal(t, 1, state.executeStatementCalls)
assert.GreaterOrEqual(t, state.getOperationStatusCalls, 1)
assert.Equal(t, 1, state.cancelOperationCalls)
}
func TestRetries(t *testing.T) {
t.Run("it should retry on 503 and respect retry-after", func(t *testing.T) {
_ = logger.SetLogLevel("debug")
state := &callState{}
// load basic responses
loadTestData(t, "OpenSessionSuccess.json", &state.openSessionResp)
loadTestData(t, "CloseSessionSuccess.json", &state.closeSessionResp)
loadTestData(t, "CloseOperationSuccess.json", &state.closeOperationResp)
ts := getServer(state)
defer ts.Close()
db, err := sql.Open("databricks", fmt.Sprintf("%s/503-2-retries", ts.URL))
require.NoError(t, err)
defer db.Close()
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement1.json", &state.executeStatementResp)
err = db.Ping()
require.NoError(t, err)
assert.Equal(t, 1, state.executeStatementCalls)
})
t.Run("it should retry on 429 and respect retry-after", func(t *testing.T) {
_ = logger.SetLogLevel("debug")
state := &callState{}
// load basic responses
loadTestData(t, "OpenSessionSuccess.json", &state.openSessionResp)
loadTestData(t, "CloseSessionSuccess.json", &state.closeSessionResp)
loadTestData(t, "CloseOperationSuccess.json", &state.closeOperationResp)
ts := getServer(state)
defer ts.Close()
db, err := sql.Open("databricks", fmt.Sprintf("%s/429-2-retries", ts.URL))
require.NoError(t, err)
defer db.Close()
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement1.json", &state.executeStatementResp)
err = db.Ping()
require.NoError(t, err)
assert.Equal(t, 1, state.executeStatementCalls)
})
t.Run("it should fail after maxRetries", func(t *testing.T) {
_ = logger.SetLogLevel("debug")
state := &callState{}
// load basic responses
loadTestData(t, "OpenSessionSuccess.json", &state.openSessionResp)
loadTestData(t, "CloseSessionSuccess.json", &state.closeSessionResp)
loadTestData(t, "CloseOperationSuccess.json", &state.closeOperationResp)
ts := getServer(state)
defer ts.Close()
r, err := url.Parse(ts.URL)
require.NoError(t, err)
port, err := strconv.Atoi(r.Port())
require.NoError(t, err)
connector, err := NewConnector(
WithServerHostname("localhost"),
WithHTTPPath("/503-5-retries"),
WithPort(port),
WithRetries(2, 10*time.Millisecond, 1*time.Second),
)
require.NoError(t, err)
db := sql.OpenDB(connector)
defer db.Close()
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement1.json", &state.executeStatementResp)
err = db.Ping()
require.ErrorContains(t, err, "after 3 attempt(s)")
})
t.Run("it should be able to turn off retries", func(t *testing.T) {
_ = logger.SetLogLevel("debug")
state := &callState{}
// load basic responses
loadTestData(t, "OpenSessionSuccess.json", &state.openSessionResp)
loadTestData(t, "CloseSessionSuccess.json", &state.closeSessionResp)
loadTestData(t, "CloseOperationSuccess.json", &state.closeOperationResp)
ts := getServer(state)
defer ts.Close()
r, err := url.Parse(ts.URL)
require.NoError(t, err)
port, err := strconv.Atoi(r.Port())
require.NoError(t, err)
connector, err := NewConnector(
WithServerHostname("localhost"),
WithHTTPPath("/429-2-retries"),
WithPort(port),
WithRetries(-1, 0, 0),
)
require.NoError(t, err)
db := sql.OpenDB(connector)
defer db.Close()
state.executeStatementResp = cli_service.TExecuteStatementResp{}
loadTestData(t, "ExecuteStatement1.json", &state.executeStatementResp)
err = db.Ping()
require.ErrorContains(t, err, "after 1 attempt(s)")
})
}
// TODO: add tests for x-databricks headers
func strPtr(s string) *string {
return &s
}
func loadTestData(t *testing.T, name string, v any) {
if f, err := os.ReadFile(fmt.Sprintf("testdata/%s", name)); err != nil {
t.Errorf("could not read data from: %s", name)
} else {
if err := json.Unmarshal(f, v); err != nil {
t.Errorf("could not load data from: %s", name)
}
}
}
type callState struct {
openSessionCalls int
openSessionResp cli_service.TOpenSessionResp
openSessionError error
closeSessionCalls int
closeSessionResp cli_service.TCloseSessionResp
closeSessionError error
executeStatementCalls int
executeStatementSleep time.Duration
executeStatementResp cli_service.TExecuteStatementResp
executeStatementError error
cancelOperationCalls int
cancelOperationResp cli_service.TCancelOperationResp
cancelOperationError error
closeOperationCalls int
closeOperationResp cli_service.TCloseOperationResp
closeOperationError error
fetchResultsCalls int
fetchResultsResp cli_service.TFetchResultsResp
fetchResultsError error
getResultSetMetadataCalls int
getResultSetMetadataResp cli_service.TGetResultSetMetadataResp
getResultSetMetadataError error
getOperationStatusCalls int
getOperationStatusResp cli_service.TGetOperationStatusResp
getOperationStatusError error
}
func getServer(state *callState) *httptest.Server {
return initThriftTestServer(&client.TestClient{
FnOpenSession: func(ctx context.Context, req *cli_service.TOpenSessionReq) (*cli_service.TOpenSessionResp, error) {
state.openSessionCalls++
return &state.openSessionResp, state.openSessionError
},
FnCloseSession: func(ctx context.Context, req *cli_service.TCloseSessionReq) (*cli_service.TCloseSessionResp, error) {
state.closeSessionCalls++
return &state.closeSessionResp, state.closeSessionError
},
FnExecuteStatement: func(ctx context.Context, req *cli_service.TExecuteStatementReq) (*cli_service.TExecuteStatementResp, error) {
state.executeStatementCalls++
if state.executeStatementSleep != 0 {
time.Sleep(state.executeStatementSleep)
}
return &state.executeStatementResp, state.executeStatementError
},
FnGetOperationStatus: func(ctx context.Context, req *cli_service.TGetOperationStatusReq) (*cli_service.TGetOperationStatusResp, error) {
state.getOperationStatusCalls++
return &state.getOperationStatusResp, state.getOperationStatusError
},
FnCloseOperation: func(ctx context.Context, req *cli_service.TCloseOperationReq) (*cli_service.TCloseOperationResp, error) {
state.closeOperationCalls++
return &state.closeOperationResp, state.closeOperationError
},
FnCancelOperation: func(ctx context.Context, req *cli_service.TCancelOperationReq) (*cli_service.TCancelOperationResp, error) {
state.cancelOperationCalls++
return &state.cancelOperationResp, state.cancelOperationError
},
FnFetchResults: func(ctx context.Context, req *cli_service.TFetchResultsReq) (*cli_service.TFetchResultsResp, error) {
state.fetchResultsCalls++
return &state.fetchResultsResp, state.fetchResultsError
},
FnGetResultSetMetadata: func(ctx context.Context, req *cli_service.TGetResultSetMetadataReq) (*cli_service.TGetResultSetMetadataResp, error) {
state.getResultSetMetadataCalls++
return &state.getResultSetMetadataResp, state.getResultSetMetadataError
},
})
}