ClickHouse/programs/library-bridge/LibraryBridgeHandlers.cpp
2024-01-25 14:31:49 +03:00

651 lines
23 KiB
C++

#include "LibraryBridgeHandlers.h"
#include "CatBoostLibraryHandler.h"
#include "CatBoostLibraryHandlerFactory.h"
#include "Common/ProfileEvents.h"
#include "ExternalDictionaryLibraryHandler.h"
#include "ExternalDictionaryLibraryHandlerFactory.h"
#include <Formats/FormatFactory.h>
#include <IO/ReadBufferFromString.h>
#include <IO/ReadHelpers.h>
#include <Common/BridgeProtocolVersion.h>
#include <IO/WriteHelpers.h>
#include <Poco/Net/HTMLForm.h>
#include <Poco/Net/HTTPServerRequest.h>
#include <Poco/Net/HTTPServerResponse.h>
#include <Poco/ThreadPool.h>
#include <Processors/Executors/CompletedPipelineExecutor.h>
#include <Processors/Executors/PullingPipelineExecutor.h>
#include <Processors/Formats/IInputFormat.h>
#include <Processors/Formats/IOutputFormat.h>
#include <Processors/Sources/SourceFromSingleChunk.h>
#include <QueryPipeline/Pipe.h>
#include <QueryPipeline/QueryPipeline.h>
#include <Server/HTTP/HTMLForm.h>
#include <Server/HTTP/WriteBufferFromHTTPServerResponse.h>
#include <Formats/NativeReader.h>
#include <Formats/NativeWriter.h>
#include <DataTypes/DataTypesNumber.h>
#include <DataTypes/DataTypeString.h>
namespace DB
{
namespace ErrorCodes
{
extern const int BAD_REQUEST_PARAMETER;
}
namespace
{
void processError(HTTPServerResponse & response, const String & message)
{
response.setStatusAndReason(HTTPResponse::HTTP_INTERNAL_SERVER_ERROR);
if (!response.sent())
*response.send() << message << '\n';
LOG_WARNING(getLogger("LibraryBridge"), fmt::runtime(message));
}
std::shared_ptr<Block> parseColumns(String && column_string)
{
auto sample_block = std::make_shared<Block>();
auto names_and_types = NamesAndTypesList::parse(column_string);
for (const NameAndTypePair & column_data : names_and_types)
sample_block->insert({column_data.type, column_data.name});
return sample_block;
}
std::vector<uint64_t> parseIdsFromBinary(ReadBuffer & buf)
{
std::vector<uint64_t> ids;
readVectorBinary(ids, buf);
return ids;
}
std::vector<String> parseNamesFromBinary(const String & names_string)
{
ReadBufferFromString buf(names_string);
std::vector<String> names;
readVectorBinary(names, buf);
return names;
}
}
static void writeData(Block data, OutputFormatPtr format)
{
auto source = std::make_shared<SourceFromSingleChunk>(std::move(data));
QueryPipeline pipeline(std::move(source));
pipeline.complete(std::move(format));
CompletedPipelineExecutor executor(pipeline);
executor.execute();
}
ExternalDictionaryLibraryBridgeRequestHandler::ExternalDictionaryLibraryBridgeRequestHandler(size_t keep_alive_timeout_, ContextPtr context_)
: WithContext(context_)
, keep_alive_timeout(keep_alive_timeout_)
, log(getLogger("ExternalDictionaryLibraryBridgeRequestHandler"))
{
}
void ExternalDictionaryLibraryBridgeRequestHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse & response, const ProfileEvents::Event & /*write_event*/)
{
LOG_TRACE(log, "Request URI: {}", request.getURI());
HTMLForm params(getContext()->getSettingsRef(), request);
size_t version;
if (!params.has("version"))
version = 0; /// assumed version for too old servers which do not send a version
else
{
const String & version_str = params.get("version");
if (!tryParse(version, version_str))
{
processError(response, "Unable to parse 'version' string in request URL: '" + version_str + "' Check if the server and library-bridge have the same version.");
return;
}
}
if (version != LIBRARY_BRIDGE_PROTOCOL_VERSION)
{
/// backwards compatibility is considered unnecessary for now, just let the user know that the server and the bridge must be upgraded together
processError(response, "Server and library-bridge have different versions: '" + std::to_string(version) + "' vs. '" + std::to_string(LIBRARY_BRIDGE_PROTOCOL_VERSION) + "'");
return;
}
if (!params.has("method"))
{
processError(response, "No 'method' in request URL");
return;
}
if (!params.has("dictionary_id"))
{
processError(response, "No 'dictionary_id in request URL");
return;
}
const String & method = params.get("method");
const String & dictionary_id = params.get("dictionary_id");
LOG_TRACE(log, "Library method: '{}', dictionary id: {}", method, dictionary_id);
WriteBufferFromHTTPServerResponse out(response, request.getMethod() == Poco::Net::HTTPRequest::HTTP_HEAD, keep_alive_timeout);
try
{
bool lib_new = (method == "extDict_libNew");
if (method == "extDict_libClone")
{
if (!params.has("from_dictionary_id"))
{
processError(response, "No 'from_dictionary_id' in request URL");
return;
}
const String & from_dictionary_id = params.get("from_dictionary_id");
bool cloned = false;
cloned = ExternalDictionaryLibraryHandlerFactory::instance().clone(from_dictionary_id, dictionary_id);
if (cloned)
{
writeStringBinary("1", out);
out.finalize();
return;
}
else
{
LOG_TRACE(log, "Cannot clone from dictionary with id: {}, will call extDict_libNew instead", from_dictionary_id);
lib_new = true;
}
}
if (lib_new)
{
auto & read_buf = request.getStream();
params.read(read_buf);
if (!params.has("library_path"))
{
processError(response, "No 'library_path' in request URL");
return;
}
const String & library_path = params.get("library_path");
if (!params.has("library_settings"))
{
processError(response, "No 'library_settings' in request URL");
return;
}
const String & settings_string = params.get("library_settings");
LOG_DEBUG(log, "Parsing library settings from binary string");
std::vector<String> library_settings = parseNamesFromBinary(settings_string);
/// Needed for library dictionary
if (!params.has("attributes_names"))
{
processError(response, "No 'attributes_names' in request URL");
return;
}
const String & attributes_string = params.get("attributes_names");
LOG_DEBUG(log, "Parsing attributes names from binary string");
std::vector<String> attributes_names = parseNamesFromBinary(attributes_string);
/// Needed to parse block from binary string format
if (!params.has("sample_block"))
{
processError(response, "No 'sample_block' in request URL");
return;
}
String sample_block_string = params.get("sample_block");
std::shared_ptr<Block> sample_block;
try
{
sample_block = parseColumns(std::move(sample_block_string));
}
catch (const Exception & ex)
{
processError(response, "Invalid 'sample_block' parameter in request body '" + ex.message() + "'");
LOG_WARNING(log, fmt::runtime(ex.getStackTraceString()));
return;
}
if (!params.has("null_values"))
{
processError(response, "No 'null_values' in request URL");
return;
}
ReadBufferFromString read_block_buf(params.get("null_values"));
auto format = getContext()->getInputFormat(FORMAT, read_block_buf, *sample_block, DEFAULT_BLOCK_SIZE);
QueryPipeline pipeline(Pipe(std::move(format)));
PullingPipelineExecutor executor(pipeline);
Block sample_block_with_nulls;
executor.pull(sample_block_with_nulls);
LOG_DEBUG(log, "Dictionary sample block with null values: {}", sample_block_with_nulls.dumpStructure());
ExternalDictionaryLibraryHandlerFactory::instance().create(dictionary_id, library_path, library_settings, sample_block_with_nulls, attributes_names);
writeStringBinary("1", out);
}
else if (method == "extDict_libDelete")
{
bool deleted = ExternalDictionaryLibraryHandlerFactory::instance().remove(dictionary_id);
/// Do not throw, a warning is ok.
if (!deleted)
LOG_WARNING(log, "Cannot delete library for with dictionary id: {}, because such id was not found.", dictionary_id);
writeStringBinary("1", out);
}
else if (method == "extDict_isModified")
{
auto library_handler = ExternalDictionaryLibraryHandlerFactory::instance().get(dictionary_id);
if (!library_handler)
throw Exception(ErrorCodes::BAD_REQUEST_PARAMETER, "Not found dictionary with id: {}", dictionary_id);
bool res = library_handler->isModified();
writeStringBinary(std::to_string(res), out);
}
else if (method == "extDict_supportsSelectiveLoad")
{
auto library_handler = ExternalDictionaryLibraryHandlerFactory::instance().get(dictionary_id);
if (!library_handler)
throw Exception(ErrorCodes::BAD_REQUEST_PARAMETER, "Not found dictionary with id: {}", dictionary_id);
bool res = library_handler->supportsSelectiveLoad();
writeStringBinary(std::to_string(res), out);
}
else if (method == "extDict_loadAll")
{
auto library_handler = ExternalDictionaryLibraryHandlerFactory::instance().get(dictionary_id);
if (!library_handler)
throw Exception(ErrorCodes::BAD_REQUEST_PARAMETER, "Not found dictionary with id: {}", dictionary_id);
const auto & sample_block = library_handler->getSampleBlock();
LOG_DEBUG(log, "Calling extDict_loadAll() for dictionary id: {}", dictionary_id);
auto input = library_handler->loadAll();
LOG_DEBUG(log, "Started sending result data for dictionary id: {}", dictionary_id);
auto output = FormatFactory::instance().getOutputFormat(FORMAT, out, sample_block, getContext());
writeData(std::move(input), std::move(output));
}
else if (method == "extDict_loadIds")
{
LOG_DEBUG(log, "Getting diciontary ids for dictionary with id: {}", dictionary_id);
String ids_string;
std::vector<uint64_t> ids = parseIdsFromBinary(request.getStream());
auto library_handler = ExternalDictionaryLibraryHandlerFactory::instance().get(dictionary_id);
if (!library_handler)
throw Exception(ErrorCodes::BAD_REQUEST_PARAMETER, "Not found dictionary with id: {}", dictionary_id);
const auto & sample_block = library_handler->getSampleBlock();
LOG_DEBUG(log, "Calling extDict_loadIds() for dictionary id: {}", dictionary_id);
auto input = library_handler->loadIds(ids);
LOG_DEBUG(log, "Started sending result data for dictionary id: {}", dictionary_id);
auto output = FormatFactory::instance().getOutputFormat(FORMAT, out, sample_block, getContext());
writeData(std::move(input), std::move(output));
}
else if (method == "extDict_loadKeys")
{
if (!params.has("requested_block_sample"))
{
processError(response, "No 'requested_block_sample' in request URL");
return;
}
String requested_block_string = params.get("requested_block_sample");
std::shared_ptr<Block> requested_sample_block;
try
{
requested_sample_block = parseColumns(std::move(requested_block_string));
}
catch (const Exception & ex)
{
processError(response, "Invalid 'requested_block' parameter in request body '" + ex.message() + "'");
LOG_WARNING(log, fmt::runtime(ex.getStackTraceString()));
return;
}
auto & read_buf = request.getStream();
auto format = getContext()->getInputFormat(FORMAT, read_buf, *requested_sample_block, DEFAULT_BLOCK_SIZE);
QueryPipeline pipeline(std::move(format));
PullingPipelineExecutor executor(pipeline);
Block block;
executor.pull(block);
auto library_handler = ExternalDictionaryLibraryHandlerFactory::instance().get(dictionary_id);
if (!library_handler)
throw Exception(ErrorCodes::BAD_REQUEST_PARAMETER, "Not found dictionary with id: {}", dictionary_id);
const auto & sample_block = library_handler->getSampleBlock();
LOG_DEBUG(log, "Calling extDict_loadKeys() for dictionary id: {}", dictionary_id);
auto input = library_handler->loadKeys(block.getColumns());
LOG_DEBUG(log, "Started sending result data for dictionary id: {}", dictionary_id);
auto output = FormatFactory::instance().getOutputFormat(FORMAT, out, sample_block, getContext());
writeData(std::move(input), std::move(output));
}
else
{
processError(response, "Unknown library method '" + method + "'");
LOG_ERROR(log, "Unknown library method: '{}'", method);
}
}
catch (...)
{
auto message = getCurrentExceptionMessage(true);
LOG_ERROR(log, "Failed to process request for dictionary_id: {}. Error: {}", dictionary_id, message);
response.setStatusAndReason(Poco::Net::HTTPResponse::HTTP_INTERNAL_SERVER_ERROR, message); // can't call process_error, because of too soon response sending
try
{
writeStringBinary(message, out);
out.finalize();
}
catch (...)
{
tryLogCurrentException(log);
}
}
try
{
out.finalize();
}
catch (...)
{
tryLogCurrentException(log);
}
}
ExternalDictionaryLibraryBridgeExistsHandler::ExternalDictionaryLibraryBridgeExistsHandler(size_t keep_alive_timeout_, ContextPtr context_)
: WithContext(context_)
, keep_alive_timeout(keep_alive_timeout_)
, log(getLogger("ExternalDictionaryLibraryBridgeExistsHandler"))
{
}
void ExternalDictionaryLibraryBridgeExistsHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse & response, const ProfileEvents::Event & /*write_event*/)
{
try
{
LOG_TRACE(log, "Request URI: {}", request.getURI());
HTMLForm params(getContext()->getSettingsRef(), request);
if (!params.has("dictionary_id"))
{
processError(response, "No 'dictionary_id' in request URL");
return;
}
const String & dictionary_id = params.get("dictionary_id");
auto library_handler = ExternalDictionaryLibraryHandlerFactory::instance().get(dictionary_id);
String res = library_handler ? "1" : "0";
setResponseDefaultHeaders(response, keep_alive_timeout);
LOG_TRACE(log, "Sending ping response: {} (dictionary id: {})", res, dictionary_id);
response.sendBuffer(res.data(), res.size());
}
catch (...)
{
tryLogCurrentException("PingHandler");
}
}
CatBoostLibraryBridgeRequestHandler::CatBoostLibraryBridgeRequestHandler(
size_t keep_alive_timeout_, ContextPtr context_)
: WithContext(context_)
, keep_alive_timeout(keep_alive_timeout_)
, log(getLogger("CatBoostLibraryBridgeRequestHandler"))
{
}
void CatBoostLibraryBridgeRequestHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse & response, const ProfileEvents::Event & /*write_event*/)
{
LOG_TRACE(log, "Request URI: {}", request.getURI());
HTMLForm params(getContext()->getSettingsRef(), request);
size_t version;
if (!params.has("version"))
version = 0; /// assumed version for too old servers which do not send a version
else
{
const String & version_str = params.get("version");
if (!tryParse(version, version_str))
{
processError(response, "Unable to parse 'version' string in request URL: '" + version_str + "' Check if the server and library-bridge have the same version.");
return;
}
}
if (version != LIBRARY_BRIDGE_PROTOCOL_VERSION)
{
/// backwards compatibility is considered unnecessary for now, just let the user know that the server and the bridge must be upgraded together
processError(response, "Server and library-bridge have different versions: '" + std::to_string(version) + "' vs. '" + std::to_string(LIBRARY_BRIDGE_PROTOCOL_VERSION) + "'");
return;
}
if (!params.has("method"))
{
processError(response, "No 'method' in request URL");
return;
}
const String & method = params.get("method");
LOG_TRACE(log, "Library method: '{}'", method);
WriteBufferFromHTTPServerResponse out(response, request.getMethod() == Poco::Net::HTTPRequest::HTTP_HEAD, keep_alive_timeout);
try
{
if (method == "catboost_list")
{
auto & read_buf = request.getStream();
params.read(read_buf);
ExternalModelInfos model_infos = CatBoostLibraryHandlerFactory::instance().getModelInfos();
writeIntBinary(static_cast<UInt64>(model_infos.size()), out);
for (const auto & info : model_infos)
{
writeStringBinary(info.model_path, out);
writeStringBinary(info.model_type, out);
UInt64 t = std::chrono::system_clock::to_time_t(info.loading_start_time);
writeIntBinary(t, out);
t = info.loading_duration.count();
writeIntBinary(t, out);
}
}
else if (method == "catboost_removeModel")
{
auto & read_buf = request.getStream();
params.read(read_buf);
if (!params.has("model_path"))
{
processError(response, "No 'model_path' in request URL");
return;
}
const String & model_path = params.get("model_path");
CatBoostLibraryHandlerFactory::instance().removeModel(model_path);
String res = "1";
writeStringBinary(res, out);
}
else if (method == "catboost_removeAllModels")
{
auto & read_buf = request.getStream();
params.read(read_buf);
CatBoostLibraryHandlerFactory::instance().removeAllModels();
String res = "1";
writeStringBinary(res, out);
}
else if (method == "catboost_GetTreeCount")
{
auto & read_buf = request.getStream();
params.read(read_buf);
if (!params.has("library_path"))
{
processError(response, "No 'library_path' in request URL");
return;
}
const String & library_path = params.get("library_path");
if (!params.has("model_path"))
{
processError(response, "No 'model_path' in request URL");
return;
}
const String & model_path = params.get("model_path");
auto catboost_handler = CatBoostLibraryHandlerFactory::instance().tryGetModel(model_path, library_path, /*create_if_not_found*/ true);
size_t tree_count = catboost_handler->getTreeCount();
writeIntBinary(tree_count, out);
}
else if (method == "catboost_libEvaluate")
{
auto & read_buf = request.getStream();
params.read(read_buf);
if (!params.has("model_path"))
{
processError(response, "No 'model_path' in request URL");
return;
}
const String & model_path = params.get("model_path");
if (!params.has("data"))
{
processError(response, "No 'data' in request URL");
return;
}
const String & data = params.get("data");
ReadBufferFromString string_read_buf(data);
NativeReader deserializer(string_read_buf, /*server_revision*/ 0);
Block block_read = deserializer.read();
Columns col_ptrs = block_read.getColumns();
ColumnRawPtrs col_raw_ptrs;
for (const auto & p : col_ptrs)
col_raw_ptrs.push_back(&*p);
auto catboost_handler = CatBoostLibraryHandlerFactory::instance().tryGetModel(model_path, "DummyLibraryPath", /*create_if_not_found*/ false);
if (!catboost_handler)
{
processError(response, "CatBoost library is not loaded for model '" + model_path + "'. Please try again.");
return;
}
ColumnPtr res_col = catboost_handler->evaluate(col_raw_ptrs);
DataTypePtr res_col_type = std::make_shared<DataTypeFloat64>();
String res_col_name = "res_col";
ColumnsWithTypeAndName res_cols_with_type_and_name = {{res_col, res_col_type, res_col_name}};
Block block_write(res_cols_with_type_and_name);
NativeWriter serializer{out, /*client_revision*/ 0, block_write};
serializer.write(block_write);
}
else
{
processError(response, "Unknown library method '" + method + "'");
LOG_ERROR(log, "Unknown library method: '{}'", method);
}
}
catch (...)
{
auto message = getCurrentExceptionMessage(true);
LOG_ERROR(log, "Failed to process request. Error: {}", message);
response.setStatusAndReason(Poco::Net::HTTPResponse::HTTP_INTERNAL_SERVER_ERROR, message); // can't call process_error, because of too soon response sending
try
{
writeStringBinary(message, out);
out.finalize();
}
catch (...)
{
tryLogCurrentException(log);
}
}
try
{
out.finalize();
}
catch (...)
{
tryLogCurrentException(log);
}
}
CatBoostLibraryBridgeExistsHandler::CatBoostLibraryBridgeExistsHandler(size_t keep_alive_timeout_, ContextPtr context_)
: WithContext(context_)
, keep_alive_timeout(keep_alive_timeout_)
, log(getLogger("CatBoostLibraryBridgeExistsHandler"))
{
}
void CatBoostLibraryBridgeExistsHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse & response, const ProfileEvents::Event & /*write_event*/)
{
try
{
LOG_TRACE(log, "Request URI: {}", request.getURI());
HTMLForm params(getContext()->getSettingsRef(), request);
String res = "1";
setResponseDefaultHeaders(response, keep_alive_timeout);
LOG_TRACE(log, "Sending ping response: {}", res);
response.sendBuffer(res.data(), res.size());
}
catch (...)
{
tryLogCurrentException("PingHandler");
}
}
}