net.snowflake.ingest.streaming.internal.SnowflakeStreamingIngestChannelInternal Maven / Gradle / Ivy
/*
* Copyright (c) 2021 Snowflake Computing Inc. All rights reserved.
*/
package net.snowflake.ingest.streaming.internal;
import static net.snowflake.ingest.utils.Constants.INSERT_THROTTLE_MAX_RETRY_COUNT;
import static net.snowflake.ingest.utils.Constants.RESPONSE_SUCCESS;
import static net.snowflake.ingest.utils.ParameterProvider.MAX_MEMORY_LIMIT_IN_BYTES_DEFAULT;
import com.google.common.annotations.VisibleForTesting;
import java.time.ZoneId;
import java.time.ZoneOffset;
import java.util.Collections;
import java.util.HashMap;
import java.util.LinkedHashMap;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.concurrent.CompletableFuture;
import java.util.stream.Collectors;
import javax.annotation.Nullable;
import net.snowflake.ingest.streaming.DropChannelRequest;
import net.snowflake.ingest.streaming.InsertValidationResponse;
import net.snowflake.ingest.streaming.OffsetTokenVerificationFunction;
import net.snowflake.ingest.streaming.OpenChannelRequest;
import net.snowflake.ingest.streaming.SnowflakeStreamingIngestChannel;
import net.snowflake.ingest.utils.Constants;
import net.snowflake.ingest.utils.ErrorCode;
import net.snowflake.ingest.utils.Logging;
import net.snowflake.ingest.utils.SFException;
import net.snowflake.ingest.utils.Utils;
/**
* The first version of implementation for SnowflakeStreamingIngestChannel
*
* @param type of column data {@link ParquetChunkData})
*/
class SnowflakeStreamingIngestChannelInternal implements SnowflakeStreamingIngestChannel {
private static final Logging logger = new Logging(SnowflakeStreamingIngestChannelInternal.class);
// this context contains channel immutable identification and encryption attributes
private final ChannelFlushContext channelFlushContext;
// Reference to the row buffer
private final RowBuffer rowBuffer;
private final long insertThrottleIntervalInMs;
private final int insertThrottleThresholdInBytes;
private final int insertThrottleThresholdInPercentage;
private final long maxMemoryLimitInBytes;
// Indicates whether the channel is closed
private volatile boolean isClosed;
// Reference to the client that owns this channel
private final SnowflakeStreamingIngestClientInternal owningClient;
// State of the channel that will be shared with its underlying buffer
private final ChannelRuntimeState channelState;
// Internal map of column name -> column properties
private final Map tableColumns;
// The latest cause of channel invalidation
private String invalidationCause;
private final MemoryInfoProvider memoryInfoProvider;
private volatile long freeMemoryInBytes = 0;
/**
* Constructor for TESTING ONLY which allows us to set the test mode
*
* @param name
* @param dbName
* @param schemaName
* @param tableName
* @param offsetToken
* @param channelSequencer
* @param rowSequencer
* @param client
*/
SnowflakeStreamingIngestChannelInternal(
String name,
String dbName,
String schemaName,
String tableName,
String offsetToken,
Long channelSequencer,
Long rowSequencer,
SnowflakeStreamingIngestClientInternal client,
String encryptionKey,
Long encryptionKeyId,
OpenChannelRequest.OnErrorOption onErrorOption,
ZoneOffset defaultTimezone) {
this(
name,
dbName,
schemaName,
tableName,
offsetToken,
channelSequencer,
rowSequencer,
client,
encryptionKey,
encryptionKeyId,
onErrorOption,
defaultTimezone,
client.getParameterProvider().getBlobFormatVersion(),
null);
}
/** Default constructor */
SnowflakeStreamingIngestChannelInternal(
String name,
String dbName,
String schemaName,
String tableName,
String endOffsetToken,
Long channelSequencer,
Long rowSequencer,
SnowflakeStreamingIngestClientInternal client,
String encryptionKey,
Long encryptionKeyId,
OpenChannelRequest.OnErrorOption onErrorOption,
ZoneId defaultTimezone,
Constants.BdecVersion bdecVersion,
OffsetTokenVerificationFunction offsetTokenVerificationFunction) {
this.isClosed = false;
this.owningClient = client;
this.insertThrottleIntervalInMs =
this.owningClient.getParameterProvider().getInsertThrottleIntervalInMs();
this.insertThrottleThresholdInBytes =
this.owningClient.getParameterProvider().getInsertThrottleThresholdInBytes();
this.insertThrottleThresholdInPercentage =
this.owningClient.getParameterProvider().getInsertThrottleThresholdInPercentage();
this.maxMemoryLimitInBytes =
this.owningClient.getParameterProvider().getMaxMemoryLimitInBytes();
this.memoryInfoProvider = MemoryInfoProviderFromRuntime.getInstance();
this.channelFlushContext =
new ChannelFlushContext(
name, dbName, schemaName, tableName, channelSequencer, encryptionKey, encryptionKeyId);
this.channelState = new ChannelRuntimeState(endOffsetToken, rowSequencer, true);
this.rowBuffer =
AbstractRowBuffer.createRowBuffer(
onErrorOption,
defaultTimezone,
bdecVersion,
getFullyQualifiedName(),
this::collectRowSize,
channelState,
new ClientBufferParameters(owningClient),
offsetTokenVerificationFunction,
owningClient == null ? null : owningClient.getTelemetryService());
this.tableColumns = new HashMap<>();
logger.logInfo(
"Channel={} created for table={}",
this.channelFlushContext.getName(),
this.channelFlushContext.getTableName());
}
/**
* Get the fully qualified channel name
*
* @return fully qualified name of the channel, in the format of
* dbName.schemaName.tableName.channelName
*/
@Override
public String getFullyQualifiedName() {
return channelFlushContext.getFullyQualifiedName();
}
/**
* Get the name of the channel
*
* @return name of the channel
*/
@Override
public String getName() {
return this.channelFlushContext.getName();
}
@Override
public String getDBName() {
return this.channelFlushContext.getDbName();
}
@Override
public String getSchemaName() {
return this.channelFlushContext.getSchemaName();
}
@Override
public String getTableName() {
return this.channelFlushContext.getTableName();
}
Long getChannelSequencer() {
return this.channelFlushContext.getChannelSequencer();
}
/** @return current state of the channel */
@VisibleForTesting
ChannelRuntimeState getChannelState() {
return this.channelState;
}
/**
* Get the fully qualified table name that the channel belongs to
*
* @return fully qualified table name, in the format of dbName.schemaName.tableName
*/
@Override
public String getFullyQualifiedTableName() {
return channelFlushContext.getFullyQualifiedTableName();
}
/**
* Get all the data needed to build the blob during flush
*
* @param filePath the name of the file the data will be written in
* @return a ChannelData object
*/
ChannelData getData(final String filePath) {
ChannelData data = this.rowBuffer.flush(filePath);
if (data != null) {
data.setChannelContext(channelFlushContext);
}
return data;
}
/** @return a boolean to indicate whether the channel is valid or not */
@Override
public boolean isValid() {
return this.channelState.isValid();
}
/** Mark the channel as invalid, and release resources */
void invalidate(String message, String invalidationCause) {
this.channelState.invalidate();
this.invalidationCause = invalidationCause;
this.rowBuffer.close("invalidate");
logger.logWarn(
"Channel is invalidated, name={}, channel sequencer={}, row sequencer={}, message={}",
getFullyQualifiedName(),
channelFlushContext.getChannelSequencer(),
channelState.getRowSequencer(),
message);
}
/** @return a boolean to indicate whether the channel is closed or not */
@Override
public boolean isClosed() {
return this.isClosed;
}
/** Mark the channel as closed */
void markClosed() {
this.isClosed = true;
logger.logInfo(
"Channel is marked as closed, name={}, channel sequencer={}, row sequencer={}",
getFullyQualifiedName(),
channelFlushContext.getChannelSequencer(),
channelState.getRowSequencer());
}
/**
* Flush all data in memory to persistent storage and register with a Snowflake table
*
* @param closing whether the flush is called as part of channel closing
* @return future which will be complete when the flush the data is registered
*/
CompletableFuture flush(boolean closing) {
// Skip this check for closing because we need to set the channel to closed first and then flush
// in case there is any leftover rows
if (isClosed() && !closing) {
throw new SFException(ErrorCode.CLOSED_CHANNEL, getFullyQualifiedName());
}
// Simply return if there is no data in the channel, this might not work if we support public
// flush API since there could a concurrent insert at the same time
if (this.rowBuffer.getSize() == 0) {
return CompletableFuture.completedFuture(null);
}
return this.owningClient.flush(false);
}
/**
* Close the channel (this will flush in-flight buffered data)
*
* @return future which will be complete when the channel is closed
*/
@Override
public CompletableFuture close() {
return this.close(false);
}
@Override
public CompletableFuture close(boolean drop) {
checkValidation();
if (isClosed()) {
return CompletableFuture.completedFuture(null);
}
markClosed();
return flush(true)
.thenRunAsync(
() -> {
List> uncommittedChannels =
this.owningClient.verifyChannelsAreFullyCommitted(
Collections.singletonList(this));
this.rowBuffer.close("close");
this.owningClient.removeChannelIfSequencersMatch(this);
// Throw an exception if the channel is invalid or has any uncommitted rows
if (!isValid() || !uncommittedChannels.isEmpty()) {
throw new SFException(
ErrorCode.CHANNELS_WITH_UNCOMMITTED_ROWS,
uncommittedChannels.stream()
.map(SnowflakeStreamingIngestChannelInternal::getFullyQualifiedName)
.collect(Collectors.toList()));
}
if (drop) {
DropChannelRequest.DropChannelRequestBuilder builder =
DropChannelRequest.builder(this.getChannelContext().getName())
.setDBName(this.getDBName())
.setTableName(this.getTableName())
.setSchemaName(this.getSchemaName());
this.owningClient.dropChannel(
new DropChannelVersionRequest(builder, this.getChannelSequencer()));
}
});
}
/**
* Setup the column fields and vectors using the column metadata from the server
*
* @param columns
*/
// TODO: need to verify with the table schema when supporting sub-columns
void setupSchema(List columns) {
logger.logDebug("Setup schema for channel={}, schema={}", getFullyQualifiedName(), columns);
this.rowBuffer.setupSchema(columns);
columns.forEach(c -> tableColumns.putIfAbsent(c.getName(), new ColumnProperties(c)));
}
/**
* --------------------------------------------------------------------------------------------
* Insert one row into the channel
* --------------------------------------------------------------------------------------------
*/
/**
* The row is represented using Map where the key is column name and the value is a row of data
*
* @param row object data to write
* @param offsetToken offset of given row, used for replay in case of failures
* @return insert response that possibly contains errors because of insertion failures
* @throws SFException when the channel is invalid or closed
*/
@Override
public InsertValidationResponse insertRow(Map row, String offsetToken) {
return insertRows(Collections.singletonList(row), offsetToken, offsetToken);
}
/**
* --------------------------------------------------------------------------------------------
* Insert a batch of rows into the channel
* --------------------------------------------------------------------------------------------
*/
/**
* Insert a batch of rows into the channel, each row is represented using Map where the key is
* column name and the value is a row of data. See {@link
* SnowflakeStreamingIngestChannel#insertRow(Map, String)} for more information about accepted
* values.
*
* @param rows object data to write
* @param startOffsetToken start offset of the batch/row-set
* @param endOffsetToken end offset of the batch/row-set, used for replay in case of failures, *
* It could be null if you don't plan on replaying or can't replay
* @return insert response that possibly contains errors because of insertion failures
*/
@Override
public InsertValidationResponse insertRows(
Iterable> rows,
@Nullable String startOffsetToken,
@Nullable String endOffsetToken) {
throttleInsertIfNeeded(memoryInfoProvider);
checkValidation();
if (isClosed()) {
throw new SFException(ErrorCode.CLOSED_CHANNEL, getFullyQualifiedName());
}
// We create a shallow copy to protect against concurrent addition/removal of columns, which can
// lead to double counting of null values, for example. Individual mutable values may still be
// concurrently modified (e.g. byte[]). Before validation and EP calculation, we must make sure
// that defensive copies of all mutable objects are created.
final List> rowsCopy = new LinkedList<>();
rows.forEach(r -> rowsCopy.add(new LinkedHashMap<>(r)));
InsertValidationResponse response =
this.rowBuffer.insertRows(rowsCopy, startOffsetToken, endOffsetToken);
// Start flush task if the chunk size reaches a certain size
// TODO: Checking table/chunk level size reduces throughput a lot, we may want to check it only
// if a large number of rows are inserted
if (this.rowBuffer.getSize()
>= this.owningClient.getParameterProvider().getMaxChannelSizeInBytes()) {
this.owningClient.setNeedFlush();
}
return response;
}
/**
* Insert a batch of rows into the channel with the end offset token only, please see {@link
* SnowflakeStreamingIngestChannel#insertRows(Iterable, String, String)} for more information.
*/
@Override
public InsertValidationResponse insertRows(
Iterable> rows, String offsetToken) {
return insertRows(rows, null, offsetToken);
}
/** Collect the row size from row buffer if required */
void collectRowSize(float rowSize) {
if (this.owningClient.inputThroughput != null) {
this.owningClient.inputThroughput.mark((long) rowSize);
}
}
/**
* Get the latest committed offset token from Snowflake, an exception will be thrown if the
* channel becomes invalid due to errors and the channel needs to be reopened in order to return a
* valid offset token
*
* @return the latest committed offset token
*/
@Override
public String getLatestCommittedOffsetToken() {
checkValidation();
ChannelsStatusResponse.ChannelStatusResponseDTO response =
this.owningClient.getChannelsStatus(Collections.singletonList(this)).getChannels().get(0);
if (response.getStatusCode() != RESPONSE_SUCCESS) {
throw new SFException(ErrorCode.CHANNEL_STATUS_INVALID, getName(), response.getStatusCode());
}
return response.getPersistedOffsetToken();
}
/** Returns a map of column name -> datatype for the table the channel is bound to */
@Override
public Map getTableSchema() {
return this.tableColumns;
}
/** Check whether we need to throttle the insertRows API */
void throttleInsertIfNeeded(MemoryInfoProvider memoryInfoProvider) {
int retry = 0;
while ((hasLowRuntimeMemory(memoryInfoProvider)
|| (this.owningClient.getFlushService() != null
&& this.owningClient.getFlushService().throttleDueToQueuedFlushTasks()))
&& retry < INSERT_THROTTLE_MAX_RETRY_COUNT) {
try {
Thread.sleep(insertThrottleIntervalInMs);
retry++;
} catch (InterruptedException e) {
throw new SFException(ErrorCode.INTERNAL_ERROR, "Insert throttle get interrupted");
}
}
if (retry > 0) {
logger.logInfo(
"Insert throttled for a total of {} milliseconds, retryCount={}, client={}, channel={}",
retry * insertThrottleIntervalInMs,
retry,
this.owningClient.getName(),
getFullyQualifiedName());
}
}
/** Check whether we have a low runtime memory condition */
private boolean hasLowRuntimeMemory(MemoryInfoProvider memoryInfoProvider) {
long maxMemory =
maxMemoryLimitInBytes == MAX_MEMORY_LIMIT_IN_BYTES_DEFAULT
? memoryInfoProvider.getMaxMemory()
: maxMemoryLimitInBytes;
freeMemoryInBytes = memoryInfoProvider.getFreeMemory();
boolean hasLowRuntimeMemory =
freeMemoryInBytes < insertThrottleThresholdInBytes
&& freeMemoryInBytes * 100 / maxMemory < insertThrottleThresholdInPercentage;
if (hasLowRuntimeMemory) {
logger.logWarn(
"Throttled due to memory pressure, client={}, channel={}.",
this.owningClient.getName(),
getFullyQualifiedName());
Utils.showMemory();
}
return hasLowRuntimeMemory;
}
/** Check whether the channel is still valid, cleanup and throw an error if not */
private void checkValidation() {
if (!isValid()) {
this.owningClient.removeChannelIfSequencersMatch(this);
this.rowBuffer.close("checkValidation");
throw new SFException(
ErrorCode.INVALID_CHANNEL, getFullyQualifiedName(), this.invalidationCause);
}
}
/** Returns underlying channel's row buffer implementation. */
RowBuffer getRowBuffer() {
return rowBuffer;
}
/** Returns underlying channel's attributes. */
@VisibleForTesting
public ChannelFlushContext getChannelContext() {
return channelFlushContext;
}
}
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