ClickHouse/src/Storages/StorageHudi.cpp

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#include <Storages/StorageHudi.h>
#include <Common/config.h>
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#include <Common/logger_useful.h>
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#include <IO/S3Common.h>
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#include <Storages/StorageFactory.h>
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#include <Storages/checkAndGetLiteralArgument.h>
#include <aws/core/auth/AWSCredentials.h>
#include <aws/s3/S3Client.h>
#include <aws/s3/model/ListObjectsV2Request.h>
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#include <QueryPipeline/Pipe.h>
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namespace DB {
namespace ErrorCodes {
extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
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extern const int S3_ERROR;
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}
StorageHudi::StorageHudi(
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const S3::URI & uri_,
const String & access_key_,
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const String & secret_access_key_,
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const StorageID & table_id_,
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const ColumnsDescription & columns_,
const ConstraintsDescription & constraints_,
const String & comment,
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ContextPtr context_
) : IStorage(table_id_)
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, base_configuration({uri_, access_key_, secret_access_key_, {}, {}, {}})
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, log(&Poco::Logger::get("StorageHudi (" + table_id_.table_name + ")"))
{
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StorageInMemoryMetadata storage_metadata;
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updateS3Configuration(context_, base_configuration);
auto keys = getKeysFromS3();
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auto new_uri = base_configuration.uri.uri.toString() + generateQueryFromKeys(std::move(keys));
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LOG_DEBUG(log, "New uri: {}", new_uri);
auto s3_uri = S3::URI(Poco::URI(new_uri));
// StorageS3::S3Configuration s3_configuration{s3_uri, access_key_, secret_access_key_, {}, {}, {}};
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if (columns_.empty())
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{
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auto columns = StorageS3::getTableStructureFromData(
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String("Parquet"),
s3_uri,
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access_key_,
secret_access_key_,
"",
false,
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{},
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context_
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);
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storage_metadata.setColumns(columns);
}
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else
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storage_metadata.setColumns(columns_);
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storage_metadata.setConstraints(constraints_);
storage_metadata.setComment(comment);
setInMemoryMetadata(storage_metadata);
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s3engine = std::make_shared<StorageS3>(
s3_uri,
access_key_,
secret_access_key_,
table_id_,
String("Parquet"), // format name
base_configuration.rw_settings,
columns_,
constraints_,
comment,
context_,
std::nullopt
);
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}
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Pipe StorageHudi::read(
const Names & column_names,
const StorageSnapshotPtr & storage_snapshot,
SelectQueryInfo & query_info,
ContextPtr context,
QueryProcessingStage::Enum processed_stage,
size_t max_block_size,
unsigned num_streams)
{
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updateS3Configuration(context, base_configuration);
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//auto keys = getKeysFromS3();
//auto new_uri = base_configuration.uri.uri.toString() + "/" + generateQueryFromKeys(std::forward(keys));
//s3_configuration.uri = S3::URI(Poco::URI(new_uri));
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return s3engine->read(column_names, storage_snapshot,
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query_info, context, processed_stage,
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max_block_size, num_streams);
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}
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void StorageHudi::updateS3Configuration(ContextPtr ctx, StorageS3::S3Configuration & upd)
{
auto settings = ctx->getStorageS3Settings().getSettings(upd.uri.uri.toString());
bool need_update_configuration = settings != S3Settings{};
if (need_update_configuration)
{
if (upd.rw_settings != settings.rw_settings)
upd.rw_settings = settings.rw_settings;
}
upd.rw_settings.updateFromSettingsIfEmpty(ctx->getSettings());
if (upd.client && (!upd.access_key_id.empty() || settings.auth_settings == upd.auth_settings))
return;
Aws::Auth::AWSCredentials credentials(upd.access_key_id, upd.secret_access_key);
HeaderCollection headers;
if (upd.access_key_id.empty())
{
credentials = Aws::Auth::AWSCredentials(settings.auth_settings.access_key_id, settings.auth_settings.secret_access_key);
headers = settings.auth_settings.headers;
}
S3::PocoHTTPClientConfiguration client_configuration = S3::ClientFactory::instance().createClientConfiguration(
settings.auth_settings.region,
ctx->getRemoteHostFilter(), ctx->getGlobalContext()->getSettingsRef().s3_max_redirects,
ctx->getGlobalContext()->getSettingsRef().enable_s3_requests_logging);
client_configuration.endpointOverride = upd.uri.endpoint;
client_configuration.maxConnections = upd.rw_settings.max_connections;
upd.client = S3::ClientFactory::instance().create(
client_configuration,
upd.uri.is_virtual_hosted_style,
credentials.GetAWSAccessKeyId(),
credentials.GetAWSSecretKey(),
settings.auth_settings.server_side_encryption_customer_key_base64,
std::move(headers),
settings.auth_settings.use_environment_credentials.value_or(ctx->getConfigRef().getBool("s3.use_environment_credentials", false)),
settings.auth_settings.use_insecure_imds_request.value_or(ctx->getConfigRef().getBool("s3.use_insecure_imds_request", false)));
upd.auth_settings = std::move(settings.auth_settings);
}
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std::vector<std::string> StorageHudi::getKeysFromS3() {
std::vector<std::string> keys;
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const auto & client = base_configuration.client;
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Aws::S3::Model::ListObjectsV2Request request;
Aws::S3::Model::ListObjectsV2Outcome outcome;
bool is_finished{false};
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const auto bucket{base_configuration.uri.bucket};
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const std::string key = "";
request.SetBucket(bucket);
while (!is_finished)
{
outcome = client->ListObjectsV2(request);
if (!outcome.IsSuccess())
throw Exception(
ErrorCodes::S3_ERROR,
"Could not list objects in bucket {} with key {}, S3 exception: {}, message: {}",
quoteString(bucket),
quoteString(key),
backQuote(outcome.GetError().GetExceptionName()),
quoteString(outcome.GetError().GetMessage()));
const auto & result_batch = outcome.GetResult().GetContents();
for (const auto & obj : result_batch)
{
const auto& filename = obj.GetKey();
keys.push_back(filename);
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//LOG_DEBUG(log, "Found file: {}", filename);
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}
request.SetContinuationToken(outcome.GetResult().GetNextContinuationToken());
is_finished = !outcome.GetResult().GetIsTruncated();
}
return keys;
}
std::string StorageHudi::generateQueryFromKeys(std::vector<std::string>&& keys) {
// filter only .parquet files
std::erase_if(keys, [](const std::string& s) {
if (s.size() >= 8) {
return s.substr(s.size() - 8) != ".parquet";
}
return true;
});
// for each partition path take only latest parquet file
std::unordered_map<std::string, std::pair<std::string, uint64_t>> latest_parquets;
for (const auto& key : keys) {
auto slash = key.find_last_of("/");
std::string path;
if (slash == std::string::npos) {
path = "";
} else {
path = key.substr(0, slash);
}
uint64_t timestamp = std::stoul(key.substr(key.find_last_of("_")+1));
auto it = latest_parquets.find(path);
if (it != latest_parquets.end()) {
if (it->second.second < timestamp) {
it->second = {key, timestamp};
}
} else {
latest_parquets[path] = {key, timestamp};
}
}
std::vector<std::string> filtered_keys;
std::transform(latest_parquets.begin(), latest_parquets.end(), std::back_inserter(filtered_keys), [](const auto& kv){return kv.second.first;});
std::string new_query;
for (auto&& key : filtered_keys) {
if (!new_query.empty()) {
new_query += ",";
}
new_query += key;
}
new_query = "{" + new_query + "}";
return new_query;
}
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void registerStorageHudi(StorageFactory & factory)
{
factory.registerStorage("Hudi", [](const StorageFactory::Arguments & args)
{
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auto & engine_args = args.engine_args;
if (engine_args.empty())
throw Exception(ErrorCodes::BAD_ARGUMENTS, "External data source must have arguments");
auto configuration = StorageS3::getConfiguration(engine_args, args.getLocalContext());
configuration.url = checkAndGetLiteralArgument<String>(engine_args[0], "url");
configuration.auth_settings.access_key_id = checkAndGetLiteralArgument<String>(engine_args[1], "access_key_id");
configuration.auth_settings.secret_access_key = checkAndGetLiteralArgument<String>(engine_args[2], "secret_access_key");
S3::URI s3_uri(Poco::URI(configuration.url));
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return std::make_shared<StorageHudi>(
s3_uri,
configuration.auth_settings.access_key_id,
configuration.auth_settings.secret_access_key,
args.table_id,
args.columns,
args.constraints,
args.comment,
args.getContext());
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},
{
.supports_settings = true,
.supports_schema_inference = true,
.source_access_type = AccessType::S3,
});
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}
}