jasonlin45 commented on code in PR #3325:
URL: https://github.com/apache/arrow-adbc/pull/3325#discussion_r2308240220


##########
go/adbc/driver/databricks/connection.go:
##########
@@ -0,0 +1,284 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package databricks
+
+import (
+       "context"
+       "database/sql"
+       "fmt"
+
+       "github.com/apache/arrow-adbc/go/adbc"
+       "github.com/apache/arrow-adbc/go/adbc/driver/internal/driverbase"
+       "github.com/apache/arrow-go/v18/arrow"
+       "github.com/apache/arrow-go/v18/arrow/array"
+       "github.com/apache/arrow-go/v18/arrow/memory"
+       _ "github.com/databricks/databricks-sql-go"
+)
+
+type connectionImpl struct {
+       driverbase.ConnectionImplBase
+
+       // Connection settings
+       catalog  string
+       dbSchema string
+
+       // Database connection
+       conn *sql.Conn
+
+       // Current autocommit state
+       autocommit bool
+}
+
+func (c *connectionImpl) Close() error {
+       if c.conn == nil {
+               return adbc.Error{Code: adbc.StatusInvalidState}
+       }
+       defer func() {
+               c.conn = nil
+       }()
+       return c.conn.Close()
+}
+
+func (c *connectionImpl) NewStatement() (adbc.Statement, error) {
+       return &statementImpl{
+               conn: c,
+       }, nil
+}
+
+// Autocommit interface implementation
+func (c *connectionImpl) GetAutocommit() bool {
+       return c.autocommit
+}
+
+func (c *connectionImpl) SetAutocommit(autocommit bool) error {
+       // Databricks SQL doesn't support explicit transaction control in the 
same way
+       // as traditional databases. Most operations are implicitly committed.
+       // We'll track the autocommit state but won't change the underlying 
connection behavior.
+       c.autocommit = autocommit
+       return nil
+}
+
+// CurrentNamespacer interface implementation
+func (c *connectionImpl) GetCurrentCatalog() (string, error) {
+       return c.catalog, nil
+}
+
+func (c *connectionImpl) GetCurrentDbSchema() (string, error) {
+       return c.dbSchema, nil
+}
+
+func (c *connectionImpl) SetCurrentCatalog(catalog string) error {
+       // Use the database to execute USE CATALOG
+       if c.conn != nil && catalog != "" {
+               _, err := c.conn.ExecContext(context.TODO(), "USE CATALOG %s", 
catalog)
+               if err != nil {
+                       return adbc.Error{
+                               Code: adbc.StatusInternal,
+                               Msg:  fmt.Sprintf("failed to set catalog: %v", 
err),
+                       }
+               }
+       }
+       c.catalog = catalog
+       return nil
+}
+
+func (c *connectionImpl) SetCurrentDbSchema(schema string) error {
+       // Use the database to execute USE SCHEMA
+       if c.conn != nil && schema != "" {
+               _, err := c.conn.ExecContext(context.TODO(), "USE SCHEMA %s", 
schema)
+               if err != nil {
+                       return adbc.Error{
+                               Code: adbc.StatusInternal,
+                               Msg:  fmt.Sprintf("failed to set schema: %v", 
err),
+                       }
+               }
+       }
+       c.dbSchema = schema
+       return nil
+}
+
+// TableTypeLister interface implementation
+func (c *connectionImpl) ListTableTypes(ctx context.Context) ([]string, error) 
{
+       // Databricks supports these table types
+       return []string{"TABLE", "VIEW", "EXTERNAL_TABLE", "MANAGED_TABLE"}, nil
+}
+
+func (c *connectionImpl) GetTableTypes(ctx context.Context) 
(array.RecordReader, error) {
+       // Databricks supports these table types
+       tableTypes := []string{"TABLE", "VIEW", "EXTERNAL_TABLE", 
"MANAGED_TABLE"}
+
+       // Create Arrow schema for table types
+       schema := arrow.NewSchema([]arrow.Field{
+               {Name: "table_type", Type: arrow.BinaryTypes.String},
+       }, nil)
+
+       // Create record batch
+       bldr := array.NewRecordBuilder(memory.DefaultAllocator, schema)
+       defer bldr.Release()
+
+       tableTypeBuilder := bldr.Field(0).(*array.StringBuilder)
+       for _, tableType := range tableTypes {
+               tableTypeBuilder.Append(tableType)
+       }
+
+       rec := bldr.NewRecord()
+       defer rec.Release()
+
+       reader, err := array.NewRecordReader(schema, []arrow.Record{rec})
+       if err != nil {
+               return nil, err
+       }
+       return reader, nil
+}
+
+// Transaction methods (Databricks has limited transaction support)
+func (c *connectionImpl) Commit(ctx context.Context) error {
+       // Databricks SQL doesn't support explicit transactions in the 
traditional sense.
+       // Most operations are auto-committed. We'll track state but not 
perform any operation.
+       return nil
+}
+
+func (c *connectionImpl) Rollback(ctx context.Context) error {
+       // Databricks SQL doesn't support explicit transactions in the 
traditional sense.
+       // Most operations are auto-committed. We'll track state but not 
perform any operation.

Review Comment:
   Changed this to error rather than a no op for transparency.



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