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mirror of synced 2025-12-25 02:09:19 -05:00

Destination Databricks: Handle table name casing correctly (#44506)

This commit is contained in:
Edward Gao
2024-08-22 12:06:25 -07:00
committed by GitHub
parent f0c0db559e
commit 10f8f3f088
13 changed files with 67 additions and 53 deletions

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@@ -18,7 +18,7 @@ plugins {
}
airbyteJavaConnector {
cdkVersionRequired = '0.42.2'
cdkVersionRequired = '0.44.16'
features = ['db-destinations', 's3-destinations', 'typing-deduping']
useLocalCdk = false
}

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@@ -2,7 +2,7 @@ data:
connectorSubtype: database
connectorType: destination
definitionId: 072d5540-f236-4294-ba7c-ade8fd918496
dockerImageTag: 3.2.0
dockerImageTag: 3.2.1
dockerRepository: airbyte/destination-databricks
githubIssueLabel: destination-databricks
icon: databricks.svg

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@@ -18,6 +18,7 @@ import io.airbyte.cdk.integrations.destination.s3.FileUploadFormat
import io.airbyte.integrations.base.destination.operation.DefaultFlush
import io.airbyte.integrations.base.destination.operation.DefaultSyncOperation
import io.airbyte.integrations.base.destination.typing_deduping.CatalogParser
import io.airbyte.integrations.base.destination.typing_deduping.ImportType
import io.airbyte.integrations.base.destination.typing_deduping.Sql
import io.airbyte.integrations.base.destination.typing_deduping.StreamConfig
import io.airbyte.integrations.base.destination.typing_deduping.StreamId
@@ -31,7 +32,6 @@ import io.airbyte.integrations.destination.databricks.staging.DatabricksFileBuff
import io.airbyte.protocol.models.v0.AirbyteConnectionStatus
import io.airbyte.protocol.models.v0.AirbyteMessage
import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
import io.airbyte.protocol.models.v0.DestinationSyncMode
import io.github.oshai.kotlinlogging.KotlinLogging
import java.util.*
import java.util.function.Consumer
@@ -89,12 +89,12 @@ class DatabricksDestination : BaseConnector(), Destination {
val streamConfig =
StreamConfig(
id = streamId,
destinationSyncMode = DestinationSyncMode.OVERWRITE,
postImportAction = ImportType.APPEND,
primaryKey = listOf(),
cursor = Optional.empty(),
columns = linkedMapOf(),
generationId = 0,
minimumGenerationId = 0,
generationId = 1,
minimumGenerationId = 1,
syncId = 0
)

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@@ -105,6 +105,12 @@ class DatabricksDestinationHandler(
isFinalTableSchemaMismatch,
isFinalTableEmpty,
MinimumDestinationState.Impl(needsSoftReset = false),
// for now, just use 0. this means we will always use a temp final table.
// platform has a workaround for this, so it's OK.
// TODO only fetch this on truncate syncs
// TODO once we have destination state, use that instead of a query
finalTableGenerationId = 0,
finalTempTableGenerationId = null,
)
} else {
// The final table doesn't exist, so no further querying to do.
@@ -116,6 +122,8 @@ class DatabricksDestinationHandler(
isSchemaMismatch = false,
isFinalTableEmpty = true,
destinationState = MinimumDestinationState.Impl(needsSoftReset = false),
finalTableGenerationId = null,
finalTempTableGenerationId = null,
)
}
}

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@@ -40,7 +40,9 @@ class DatabricksNamingTransformer : NamingConventionTransformer {
}
override fun applyDefaultCase(input: String): String {
// Preserve casing as we are using quoted strings for all identifiers.
// Databricks preserves casing for column names.
// Object names (tables/schemas/catalogs) are downcased,
// which we handle in DatabricksSqlGenerator.
return input
}
}

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@@ -15,6 +15,7 @@ import io.airbyte.integrations.base.destination.typing_deduping.AirbyteProtocolT
import io.airbyte.integrations.base.destination.typing_deduping.AirbyteType
import io.airbyte.integrations.base.destination.typing_deduping.Array
import io.airbyte.integrations.base.destination.typing_deduping.ColumnId
import io.airbyte.integrations.base.destination.typing_deduping.ImportType
import io.airbyte.integrations.base.destination.typing_deduping.Sql
import io.airbyte.integrations.base.destination.typing_deduping.SqlGenerator
import io.airbyte.integrations.base.destination.typing_deduping.StreamConfig
@@ -24,7 +25,6 @@ import io.airbyte.integrations.base.destination.typing_deduping.Union
import io.airbyte.integrations.base.destination.typing_deduping.UnsupportedOneOf
import io.airbyte.protocol.models.AirbyteRecordMessageMetaChange.Change
import io.airbyte.protocol.models.AirbyteRecordMessageMetaChange.Reason
import io.airbyte.protocol.models.v0.DestinationSyncMode
import java.time.Instant
import java.util.Optional
@@ -82,11 +82,14 @@ class DatabricksSqlGenerator(
name: String,
rawNamespaceOverride: String
): StreamId {
// Databricks downcases all object names, so handle that here
return StreamId(
namingTransformer.getNamespace(namespace),
namingTransformer.getIdentifier(name),
namingTransformer.getNamespace(rawNamespaceOverride),
namingTransformer.getIdentifier(StreamId.concatenateRawTableName(namespace, name)),
namingTransformer.getNamespace(namespace).lowercase(),
namingTransformer.getIdentifier(name).lowercase(),
namingTransformer.getNamespace(rawNamespaceOverride).lowercase(),
namingTransformer
.getIdentifier(StreamId.concatenateRawTableName(namespace, name))
.lowercase(),
namespace,
name,
)
@@ -94,6 +97,7 @@ class DatabricksSqlGenerator(
override fun buildColumnId(name: String, suffix: String?): ColumnId {
val nameWithSuffix = name + suffix
// Databricks preserves column name casing, so do _not_ downcase here.
return ColumnId(
namingTransformer.getIdentifier(nameWithSuffix),
name,
@@ -174,7 +178,7 @@ class DatabricksSqlGenerator(
): Sql {
val addRecordsToFinalTable =
if (stream.destinationSyncMode == DestinationSyncMode.APPEND_DEDUP) {
if (stream.postImportAction == ImportType.DEDUPE) {
upsertNewRecords(stream, finalSuffix, minRawTimestamp, useExpensiveSaferCasting)
} else {
insertNewRecordsNoDedupe(

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@@ -43,13 +43,15 @@ object DatabricksFileBufferFactory {
override fun getDataRow(
id: UUID,
recordMessage: AirbyteRecordMessage
recordMessage: AirbyteRecordMessage,
generationId: Long,
syncId: Long,
): List<Any> {
TODO("Not yet implemented")
throw NotImplementedError()
}
override fun getDataRow(formattedData: JsonNode): List<Any> {
TODO("Not yet implemented")
throw NotImplementedError()
}
override fun getDataRow(

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@@ -13,6 +13,7 @@ import io.airbyte.cdk.integrations.destination.s3.FileUploadFormat
import io.airbyte.commons.json.Jsons
import io.airbyte.commons.string.Strings
import io.airbyte.integrations.base.destination.operation.AbstractStreamOperation.Companion.TMP_TABLE_SUFFIX
import io.airbyte.integrations.base.destination.typing_deduping.ImportType
import io.airbyte.integrations.base.destination.typing_deduping.StreamConfig
import io.airbyte.integrations.base.destination.typing_deduping.StreamId
import io.airbyte.integrations.destination.databricks.DatabricksConnectorClientsFactory
@@ -22,7 +23,6 @@ import io.airbyte.integrations.destination.databricks.jdbc.DatabricksNamingTrans
import io.airbyte.integrations.destination.databricks.jdbc.DatabricksSqlGenerator
import io.airbyte.protocol.models.v0.AirbyteMessage.Type
import io.airbyte.protocol.models.v0.AirbyteRecordMessageMeta
import io.airbyte.protocol.models.v0.DestinationSyncMode
import java.sql.SQLException
import java.util.Arrays
import java.util.Optional
@@ -51,7 +51,7 @@ class DatabricksStorageOperationIntegrationTest {
private val streamConfig =
StreamConfig(
streamId,
DestinationSyncMode.APPEND,
ImportType.APPEND,
emptyList(),
Optional.empty(),
LinkedHashMap(),

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@@ -24,32 +24,24 @@ import java.sql.Connection
import java.sql.ResultSet
import java.util.Locale
import org.apache.commons.lang3.RandomStringUtils
import org.junit.jupiter.api.Disabled
import org.junit.jupiter.api.Test
abstract class AbstractDatabricksTypingDedupingTest(
private val jdbcDatabase: JdbcDatabase,
private val jsonConfig: JsonNode,
private val connectorConfig: DatabricksConnectorConfig,
private val baseConfig: JsonNode,
) : BaseTypingDedupingTest() {
override val imageName: String
get() = "airbyte/destination-databricks:dev"
private val connectorConfig: DatabricksConnectorConfig
get() {
return DatabricksConnectorConfig.deserialize(config!!)
}
companion object {
fun setupDatabase(
connectorConfigPath: String
): Triple<JdbcDatabase, JsonNode, DatabricksConnectorConfig> {
var jsonConfig = Jsons.deserialize(IOs.readFile(Path.of(connectorConfigPath)))
// Randomize the default namespace to avoid collisions between
// concurrent test runs.
// Technically, we should probably do this in `generateConfig`,
// because there could be concurrent test runs within a single class,
// but we currently only have a single test that uses the default
// namespace anyway.
val uniqueSuffix = RandomStringUtils.randomAlphabetic(10).lowercase(Locale.getDefault())
val defaultSchema = "typing_deduping_default_schema_$uniqueSuffix"
val connectorConfig =
DatabricksConnectorConfig.deserialize(jsonConfig).copy(schema = defaultSchema)
(jsonConfig as ObjectNode).put("schema", defaultSchema)
fun setupDatabase(connectorConfigPath: String): Pair<JdbcDatabase, JsonNode> {
val jsonConfig = Jsons.deserialize(IOs.readFile(Path.of(connectorConfigPath)))
val connectorConfig = DatabricksConnectorConfig.deserialize(jsonConfig)
val jdbcDatabase =
DefaultJdbcDatabase(
@@ -58,13 +50,19 @@ abstract class AbstractDatabricksTypingDedupingTest(
// This will trigger warehouse start
jdbcDatabase.execute("SELECT 1")
return Triple(jdbcDatabase, jsonConfig, connectorConfig)
return Pair(jdbcDatabase, jsonConfig)
}
}
override fun generateConfig(): JsonNode {
// Randomize the default namespace to avoid collisions between
// concurrent test runs.
val uniqueSuffix = RandomStringUtils.randomAlphabetic(10).lowercase(Locale.getDefault())
val defaultSchema = "typing_deduping_default_schema_$uniqueSuffix"
val deepCopy = baseConfig.deepCopy<ObjectNode>()
(deepCopy as ObjectNode).put("schema", defaultSchema)
// This method is called in BeforeEach so setup any other references needed per test
return jsonConfig.deepCopy()
return deepCopy
}
private fun rawTableIdentifier(
@@ -135,4 +133,11 @@ abstract class AbstractDatabricksTypingDedupingTest(
override val sqlGenerator: SqlGenerator
get() = DatabricksSqlGenerator(DatabricksNamingTransformer(), connectorConfig.database)
// Disabling until we can safely fetch generation ID
@Test
@Disabled
override fun interruptedOverwriteWithoutPriorData() {
super.interruptedOverwriteWithoutPriorData()
}
}

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@@ -6,27 +6,23 @@ package io.airbyte.integrations.destination.databricks.typededupe
import com.fasterxml.jackson.databind.JsonNode
import io.airbyte.cdk.db.jdbc.JdbcDatabase
import io.airbyte.integrations.destination.databricks.model.DatabricksConnectorConfig
import java.util.concurrent.TimeUnit
import org.junit.jupiter.api.BeforeAll
import org.junit.jupiter.api.Timeout
class DatabricksOauthTypingDedupingTest :
AbstractDatabricksTypingDedupingTest(jdbcDatabase, jsonConfig, connectorConfig) {
AbstractDatabricksTypingDedupingTest(jdbcDatabase, jsonConfig) {
companion object {
private lateinit var jdbcDatabase: JdbcDatabase
private lateinit var jsonConfig: JsonNode
private lateinit var connectorConfig: DatabricksConnectorConfig
@JvmStatic
@BeforeAll
@Timeout(value = 10, unit = TimeUnit.MINUTES)
fun setupDatabase() {
val (jdbcDatabase, jsonConfig, connectorConfig) =
setupDatabase("secrets/oauth_config.json")
val (jdbcDatabase, jsonConfig) = setupDatabase("secrets/oauth_config.json")
this.jdbcDatabase = jdbcDatabase
this.jsonConfig = jsonConfig
this.connectorConfig = connectorConfig
}
}
}

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@@ -6,27 +6,23 @@ package io.airbyte.integrations.destination.databricks.typededupe
import com.fasterxml.jackson.databind.JsonNode
import io.airbyte.cdk.db.jdbc.JdbcDatabase
import io.airbyte.integrations.destination.databricks.model.DatabricksConnectorConfig
import java.util.concurrent.TimeUnit
import org.junit.jupiter.api.BeforeAll
import org.junit.jupiter.api.Timeout
class DatabricksPersonalAccessTokenTypingDedupingTest :
AbstractDatabricksTypingDedupingTest(jdbcDatabase, jsonConfig, connectorConfig) {
AbstractDatabricksTypingDedupingTest(jdbcDatabase, jsonConfig) {
companion object {
private lateinit var jdbcDatabase: JdbcDatabase
private lateinit var jsonConfig: JsonNode
private lateinit var connectorConfig: DatabricksConnectorConfig
@JvmStatic
@BeforeAll
@Timeout(value = 10, unit = TimeUnit.MINUTES)
fun setupDatabase() {
val (jdbcDatabase, jsonConfig, connectorConfig) =
setupDatabase("secrets/pat_config.json")
val (jdbcDatabase, jsonConfig) = setupDatabase("secrets/pat_config.json")
this.jdbcDatabase = jdbcDatabase
this.jsonConfig = jsonConfig
this.connectorConfig = connectorConfig
}
}
}

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@@ -17,6 +17,7 @@ import io.airbyte.integrations.base.destination.typing_deduping.Array
import io.airbyte.integrations.base.destination.typing_deduping.BaseSqlGeneratorIntegrationTest
import io.airbyte.integrations.base.destination.typing_deduping.ColumnId
import io.airbyte.integrations.base.destination.typing_deduping.DestinationHandler
import io.airbyte.integrations.base.destination.typing_deduping.ImportType
import io.airbyte.integrations.base.destination.typing_deduping.SqlGenerator
import io.airbyte.integrations.base.destination.typing_deduping.StreamConfig
import io.airbyte.integrations.base.destination.typing_deduping.StreamId
@@ -28,10 +29,9 @@ import io.airbyte.integrations.destination.databricks.jdbc.DatabricksDestination
import io.airbyte.integrations.destination.databricks.jdbc.DatabricksNamingTransformer
import io.airbyte.integrations.destination.databricks.jdbc.DatabricksSqlGenerator
import io.airbyte.integrations.destination.databricks.model.DatabricksConnectorConfig
import io.airbyte.protocol.models.v0.DestinationSyncMode
import java.sql.Connection
import java.sql.ResultSet
import java.util.*
import java.util.Optional
import java.util.concurrent.TimeUnit
import kotlin.streams.asSequence
import org.junit.jupiter.api.BeforeAll
@@ -356,7 +356,7 @@ class DatabricksSqlGeneratorIntegrationTest :
val tmpStream =
StreamConfig(
buildStreamId("sql_generator_test_svcnfgcqaz", "users_final", "users_raw"),
DestinationSyncMode.APPEND_DEDUP,
ImportType.DEDUPE,
listOf(),
Optional.empty(),
columns,

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@@ -81,6 +81,7 @@ with the raw tables, and their format is subject to change without notice.
| Version | Date | Pull Request | Subject |
|:--------|:-----------|:--------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------|
| 3.2.1 | 2024-08-22 | [#44506](https://github.com/airbytehq/airbyte/pull/44506) | Handle uppercase/mixed-case stream name/namespaces |
| 3.2.0 | 2024-08-12 | [#40712](https://github.com/airbytehq/airbyte/pull/40712) | Rely solely on PAT, instead of also needing a user/pass |
| 3.1.0 | 2024-07-22 | [#40692](https://github.com/airbytehq/airbyte/pull/40692) | Support for [refreshes](../../operator-guides/refreshes.md) and resumable full refresh. WARNING: You must upgrade to platform 0.63.7 before upgrading to this connector version. |
| 3.0.0 | 2024-07-12 | [#40689](https://github.com/airbytehq/airbyte/pull/40689) | (Private release, not to be used for production) Add `_airbyte_generation_id` column, and `sync_id` entry in `_airbyte_meta` |