ClickHouse/src/Storages/StorageS3.cpp

#include "config.h"
#include <Common/ProfileEvents.h>
#include "Parsers/ASTCreateQuery.h"

#if USE_AWS_S3

#include <Common/isValidUTF8.h>

#include <Functions/FunctionsConversion.h>

#include <IO/S3Common.h>
#include <IO/S3/Requests.h>
#include <IO/ParallelReadBuffer.h>
#include <IO/SharedThreadPools.h>

#include <Interpreters/TreeRewriter.h>
#include <Interpreters/evaluateConstantExpression.h>

#include <Parsers/ASTFunction.h>
#include <Parsers/ASTInsertQuery.h>

#include <Storages/StorageFactory.h>
#include <Storages/StorageS3.h>
#include <Storages/StorageS3Settings.h>
#include <Storages/StorageSnapshot.h>
#include <Storages/PartitionedSink.h>
#include <Storages/VirtualColumnUtils.h>
#include <Storages/getVirtualsForStorage.h>
#include <Storages/checkAndGetLiteralArgument.h>
#include <Storages/StorageURL.h>
#include <Storages/NamedCollectionsHelpers.h>

#include <Disks/IO/AsynchronousBoundedReadBuffer.h>
#include <Disks/IO/ReadBufferFromRemoteFSGather.h>
#include <Disks/ObjectStorages/StoredObject.h>

#include <IO/ReadBufferFromS3.h>
#include <IO/WriteBufferFromS3.h>

#include <Formats/FormatFactory.h>
#include <Formats/ReadSchemaUtils.h>

#include <Processors/Transforms/AddingDefaultsTransform.h>
#include <Processors/Transforms/ExtractColumnsTransform.h>
#include <Processors/Formats/IOutputFormat.h>
#include <Processors/Formats/IInputFormat.h>

#include <QueryPipeline/QueryPipelineBuilder.h>

#include <DataTypes/DataTypeString.h>

#include <aws/core/auth/AWSCredentials.h>

#include <Common/NamedCollections/NamedCollections.h>
#include <Common/parseGlobs.h>
#include <Common/quoteString.h>
#include <Common/CurrentMetrics.h>
#include <re2/re2.h>

#include <Processors/ISource.h>
#include <Processors/Sinks/SinkToStorage.h>
#include <QueryPipeline/Pipe.h>
#include <filesystem>

#include <boost/algorithm/string.hpp>

namespace fs = std::filesystem;


namespace CurrentMetrics
{
    extern const Metric StorageS3Threads;
    extern const Metric StorageS3ThreadsActive;
}

namespace ProfileEvents
{
    extern const Event S3DeleteObjects;
    extern const Event S3ListObjects;
}

namespace DB
{

static const std::unordered_set<std::string_view> required_configuration_keys = {
    "url",
};
static const std::unordered_set<std::string_view> optional_configuration_keys = {
    "format",
    "compression",
    "compression_method",
    "structure",
    "access_key_id",
    "secret_access_key",
    "filename",
    "use_environment_credentials",
    "max_single_read_retries",
    "min_upload_part_size",
    "upload_part_size_multiply_factor",
    "upload_part_size_multiply_parts_count_threshold",
    "max_single_part_upload_size",
    "max_connections",
    "expiration_window_seconds",
    "no_sign_request"
};

namespace ErrorCodes
{
    extern const int CANNOT_PARSE_TEXT;
    extern const int BAD_ARGUMENTS;
    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
    extern const int S3_ERROR;
    extern const int UNEXPECTED_EXPRESSION;
    extern const int DATABASE_ACCESS_DENIED;
    extern const int CANNOT_EXTRACT_TABLE_STRUCTURE;
    extern const int NOT_IMPLEMENTED;
    extern const int CANNOT_COMPILE_REGEXP;
    extern const int FILE_DOESNT_EXIST;
}

class IOutputFormat;
using OutputFormatPtr = std::shared_ptr<IOutputFormat>;

static void addPathToVirtualColumns(Block & block, const String & path, size_t idx)
{
    if (block.has("_path"))
        block.getByName("_path").column->assumeMutableRef().insert(path);

    if (block.has("_file"))
    {
        auto pos = path.find_last_of('/');
        assert(pos != std::string::npos);

        auto file = path.substr(pos + 1);
        block.getByName("_file").column->assumeMutableRef().insert(file);
    }

    block.getByName("_idx").column->assumeMutableRef().insert(idx);
}

class StorageS3Source::DisclosedGlobIterator::Impl : WithContext
{
public:
    Impl(
        const S3::Client & client_,
        const S3::URI & globbed_uri_,
        ASTPtr & query_,
        const Block & virtual_header_,
        ContextPtr context_,
        KeysWithInfo * read_keys_,
        const S3Settings::RequestSettings & request_settings_,
        std::function<void(FileProgress)> file_progress_callback_)
        : WithContext(context_)
        , client(client_.clone())
        , globbed_uri(globbed_uri_)
        , query(query_)
        , virtual_header(virtual_header_)
        , read_keys(read_keys_)
        , request_settings(request_settings_)
        , list_objects_pool(CurrentMetrics::StorageS3Threads, CurrentMetrics::StorageS3ThreadsActive, 1)
        , list_objects_scheduler(threadPoolCallbackRunner<ListObjectsOutcome>(list_objects_pool, "ListObjects"))
        , file_progress_callback(file_progress_callback_)
    {
        if (globbed_uri.bucket.find_first_of("*?{") != globbed_uri.bucket.npos)
            throw Exception(ErrorCodes::UNEXPECTED_EXPRESSION, "Expression can not have wildcards inside bucket name");

        const String key_prefix = globbed_uri.key.substr(0, globbed_uri.key.find_first_of("*?{"));

        /// We don't have to list bucket, because there is no asterisks.
        if (key_prefix.size() == globbed_uri.key.size())
        {
            buffer.emplace_back(globbed_uri.key, std::nullopt);
            buffer_iter = buffer.begin();
            is_finished = true;
            return;
        }

        request.SetBucket(globbed_uri.bucket);
        request.SetPrefix(key_prefix);
        request.SetMaxKeys(static_cast<int>(request_settings.list_object_keys_size));

        outcome_future = listObjectsAsync();

        matcher = std::make_unique<re2::RE2>(makeRegexpPatternFromGlobs(globbed_uri.key));
        if (!matcher->ok())
            throw Exception(ErrorCodes::CANNOT_COMPILE_REGEXP,
                "Cannot compile regex from glob ({}): {}", globbed_uri.key, matcher->error());

        recursive = globbed_uri.key == "/**" ? true : false;
        fillInternalBufferAssumeLocked();
    }

    KeyWithInfo next()
    {
        std::lock_guard lock(mutex);
        return nextAssumeLocked();
    }

    ~Impl()
    {
        list_objects_pool.wait();
    }

private:
    using ListObjectsOutcome = Aws::S3::Model::ListObjectsV2Outcome;

    KeyWithInfo nextAssumeLocked()
    {
        if (buffer_iter != buffer.end())
        {
            auto answer = *buffer_iter;
            ++buffer_iter;
            return answer;
        }

        if (is_finished)
            return {};

        try
        {
            fillInternalBufferAssumeLocked();
        }
        catch (...)
        {
            /// In case of exception thrown while listing new batch of files
            /// iterator may be partially initialized and its further using may lead to UB.
            /// Iterator is used by several processors from several threads and
            /// it may take some time for threads to stop processors and they
            /// may still use this iterator after exception is thrown.
            /// To avoid this UB, reset the buffer and return defaults for further calls.
            is_finished = true;
            buffer.clear();
            buffer_iter = buffer.begin();
            throw;
        }

        return nextAssumeLocked();
    }

    void fillInternalBufferAssumeLocked()
    {
        buffer.clear();

        assert(outcome_future.valid());
        auto outcome = outcome_future.get();

        if (!outcome.IsSuccess())
        {
            throw S3Exception(outcome.GetError().GetErrorType(), "Could not list objects in bucket {} with prefix {}, S3 exception: {}, message: {}",
                            quoteString(request.GetBucket()), quoteString(request.GetPrefix()),
                            backQuote(outcome.GetError().GetExceptionName()), quoteString(outcome.GetError().GetMessage()));
        }

        const auto & result_batch = outcome.GetResult().GetContents();

        /// It returns false when all objects were returned
        is_finished = !outcome.GetResult().GetIsTruncated();

        if (!is_finished)
        {
            /// Even if task is finished the thread may be not freed in pool.
            /// So wait until it will be freed before scheduling a new task.
            list_objects_pool.wait();
            outcome_future = listObjectsAsync();
        }

        if (request_settings.throw_on_zero_files_match && result_batch.empty())
            throw Exception(ErrorCodes::FILE_DOESNT_EXIST, "Can not match any files using prefix {}", request.GetPrefix());

        KeysWithInfo temp_buffer;
        temp_buffer.reserve(result_batch.size());

        for (const auto & row : result_batch)
        {
            String key = row.GetKey();
            if (recursive || re2::RE2::FullMatch(key, *matcher))
            {
                S3::ObjectInfo info =
                {
                    .size = size_t(row.GetSize()),
                    .last_modification_time = row.GetLastModified().Millis() / 1000,
                };

                temp_buffer.emplace_back(std::move(key), std::move(info));
            }
        }

        if (temp_buffer.empty())
        {
            buffer_iter = buffer.begin();
            return;
        }

        if (!is_initialized)
        {
            createFilterAST(temp_buffer.front().key);
            is_initialized = true;
        }

        if (filter_ast)
        {
            auto block = virtual_header.cloneEmpty();
            for (size_t i = 0; i < temp_buffer.size(); ++i)
                addPathToVirtualColumns(block, fs::path(globbed_uri.bucket) / temp_buffer[i].key, i);

            VirtualColumnUtils::filterBlockWithQuery(query, block, getContext(), filter_ast);
            const auto & idxs = typeid_cast<const ColumnUInt64 &>(*block.getByName("_idx").column);

            buffer.reserve(block.rows());
            for (UInt64 idx : idxs.getData())
            {
                if (file_progress_callback)
                    file_progress_callback(FileProgress(0, temp_buffer[idx].info->size));
                buffer.emplace_back(std::move(temp_buffer[idx]));
            }
        }
        else
        {
            buffer = std::move(temp_buffer);
            if (file_progress_callback)
            {
                for (const auto & [_, info] : buffer)
                    file_progress_callback(FileProgress(0, info->size));
            }
        }

        /// Set iterator only after the whole batch is processed
        buffer_iter = buffer.begin();

        if (read_keys)
            read_keys->insert(read_keys->end(), buffer.begin(), buffer.end());
    }

    void createFilterAST(const String & any_key)
    {
        if (!query || !virtual_header)
            return;

        /// Create a virtual block with one row to construct filter
        /// Append "idx" column as the filter result
        virtual_header.insert({ColumnUInt64::create(), std::make_shared<DataTypeUInt64>(), "_idx"});

        auto block = virtual_header.cloneEmpty();
        addPathToVirtualColumns(block, fs::path(globbed_uri.bucket) / any_key, 0);
        VirtualColumnUtils::prepareFilterBlockWithQuery(query, getContext(), block, filter_ast);
    }

    std::future<ListObjectsOutcome> listObjectsAsync()
    {
        return list_objects_scheduler([this]
        {
            ProfileEvents::increment(ProfileEvents::S3ListObjects);
            auto outcome = client->ListObjectsV2(request);

            /// Outcome failure will be handled on the caller side.
            if (outcome.IsSuccess())
                request.SetContinuationToken(outcome.GetResult().GetNextContinuationToken());

            return outcome;
        }, Priority{});
    }

    std::mutex mutex;

    KeysWithInfo buffer;
    KeysWithInfo::iterator buffer_iter;

    std::unique_ptr<S3::Client> client;
    S3::URI globbed_uri;
    ASTPtr query;
    Block virtual_header;
    bool is_initialized{false};
    ASTPtr filter_ast;
    std::unique_ptr<re2::RE2> matcher;
    bool recursive{false};
    bool is_finished{false};
    KeysWithInfo * read_keys;

    S3::ListObjectsV2Request request;
    S3Settings::RequestSettings request_settings;

    ThreadPool list_objects_pool;
    ThreadPoolCallbackRunner<ListObjectsOutcome> list_objects_scheduler;
    std::future<ListObjectsOutcome> outcome_future;
    std::function<void(FileProgress)> file_progress_callback;
};

StorageS3Source::DisclosedGlobIterator::DisclosedGlobIterator(
    const S3::Client & client_,
    const S3::URI & globbed_uri_,
    ASTPtr query,
    const Block & virtual_header,
    ContextPtr context,
    KeysWithInfo * read_keys_,
    const S3Settings::RequestSettings & request_settings_,
    std::function<void(FileProgress)> file_progress_callback_)
    : pimpl(std::make_shared<StorageS3Source::DisclosedGlobIterator::Impl>(client_, globbed_uri_, query, virtual_header, context, read_keys_, request_settings_, file_progress_callback_))
{
}

StorageS3Source::KeyWithInfo StorageS3Source::DisclosedGlobIterator::next()
{
    return pimpl->next();
}

class StorageS3Source::KeysIterator::Impl : WithContext
{
public:
    explicit Impl(
        const S3::Client & client_,
        const std::string & version_id_,
        const std::vector<String> & keys_,
        const String & bucket_,
        const S3Settings::RequestSettings & request_settings_,
        ASTPtr query_,
        const Block & virtual_header_,
        ContextPtr context_,
        KeysWithInfo * read_keys_,
        std::function<void(FileProgress)> file_progress_callback_)
        : WithContext(context_)
        , keys(keys_)
        , client(client_.clone())
        , version_id(version_id_)
        , bucket(bucket_)
        , request_settings(request_settings_)
        , query(query_)
        , virtual_header(virtual_header_)
        , file_progress_callback(file_progress_callback_)
    {
        /// Create a virtual block with one row to construct filter
        if (query && virtual_header && !keys.empty())
        {
            /// Append "idx" column as the filter result
            virtual_header.insert({ColumnUInt64::create(), std::make_shared<DataTypeUInt64>(), "_idx"});

            auto block = virtual_header.cloneEmpty();
            addPathToVirtualColumns(block, fs::path(bucket) / keys.front(), 0);

            ASTPtr filter_ast;
            VirtualColumnUtils::prepareFilterBlockWithQuery(query, getContext(), block, filter_ast);

            if (filter_ast)
            {
                block = virtual_header.cloneEmpty();
                for (size_t i = 0; i < keys.size(); ++i)
                    addPathToVirtualColumns(block, fs::path(bucket) / keys[i], i);

                VirtualColumnUtils::filterBlockWithQuery(query, block, getContext(), filter_ast);
                const auto & idxs = typeid_cast<const ColumnUInt64 &>(*block.getByName("_idx").column);

                Strings filtered_keys;
                filtered_keys.reserve(block.rows());
                for (UInt64 idx : idxs.getData())
                    filtered_keys.emplace_back(std::move(keys[idx]));

                keys = std::move(filtered_keys);
            }
        }

        if (read_keys_)
        {
            for (const auto & key : keys)
                read_keys_->push_back({key, {}});
        }
    }

    KeyWithInfo next()
    {
        size_t current_index = index.fetch_add(1, std::memory_order_relaxed);
        if (current_index >= keys.size())
            return {};
        auto key = keys[current_index];
        std::optional<S3::ObjectInfo> info;
        if (file_progress_callback)
        {
            info = S3::getObjectInfo(*client, bucket, key, version_id, request_settings);
            file_progress_callback(FileProgress(0, info->size));
        }

        return {key, info};
    }

private:
    Strings keys;
    std::atomic_size_t index = 0;
    std::unique_ptr<S3::Client> client;
    String version_id;
    String bucket;
    S3Settings::RequestSettings request_settings;
    ASTPtr query;
    Block virtual_header;
    std::function<void(FileProgress)> file_progress_callback;
};

StorageS3Source::KeysIterator::KeysIterator(
    const S3::Client & client_,
    const std::string & version_id_,
    const std::vector<String> & keys_,
    const String & bucket_,
    const S3Settings::RequestSettings & request_settings_,
    ASTPtr query,
    const Block & virtual_header,
    ContextPtr context,
    KeysWithInfo * read_keys,
    std::function<void(FileProgress)> file_progress_callback_)
    : pimpl(std::make_shared<StorageS3Source::KeysIterator::Impl>(
        client_, version_id_, keys_, bucket_, request_settings_,
        query, virtual_header, context, read_keys, file_progress_callback_))
{
}

StorageS3Source::KeyWithInfo StorageS3Source::KeysIterator::next()
{
    return pimpl->next();
}

StorageS3Source::StorageS3Source(
    const ReadFromFormatInfo & info,
    const String & format_,
    String name_,
    ContextPtr context_,
    std::optional<FormatSettings> format_settings_,
    UInt64 max_block_size_,
    const S3Settings::RequestSettings & request_settings_,
    String compression_hint_,
    const std::shared_ptr<const S3::Client> & client_,
    const String & bucket_,
    const String & version_id_,
    std::shared_ptr<IIterator> file_iterator_,
    const size_t max_parsing_threads_,
    bool need_only_count_,
    std::optional<SelectQueryInfo> query_info_)
    : ISource(info.source_header, false)
    , WithContext(context_)
    , name(std::move(name_))
    , bucket(bucket_)
    , version_id(version_id_)
    , format(format_)
    , columns_desc(info.columns_description)
    , requested_columns(info.requested_columns)
    , max_block_size(max_block_size_)
    , request_settings(request_settings_)
    , compression_hint(std::move(compression_hint_))
    , client(client_)
    , sample_block(info.format_header)
    , format_settings(format_settings_)
    , query_info(std::move(query_info_))
    , requested_virtual_columns(info.requested_virtual_columns)
    , file_iterator(file_iterator_)
    , max_parsing_threads(max_parsing_threads_)
    , need_only_count(need_only_count_)
    , create_reader_pool(CurrentMetrics::StorageS3Threads, CurrentMetrics::StorageS3ThreadsActive, 1)
    , create_reader_scheduler(threadPoolCallbackRunner<ReaderHolder>(create_reader_pool, "CreateS3Reader"))
{
    reader = createReader();
    if (reader)
        reader_future = createReaderAsync();
}

StorageS3Source::ReaderHolder StorageS3Source::createReader()
{
    KeyWithInfo key_with_info;
    size_t object_size;
    do
    {
        key_with_info = (*file_iterator)();
        if (key_with_info.key.empty())
            return {};

        object_size = key_with_info.info ? key_with_info.info->size : S3::getObjectSize(*client, bucket, key_with_info.key, version_id, request_settings);
    }
    while (getContext()->getSettingsRef().s3_skip_empty_files && object_size == 0);

    auto compression_method = chooseCompressionMethod(key_with_info.key, compression_hint);

    auto read_buf = createS3ReadBuffer(key_with_info.key, object_size);
    if (need_only_count)
        max_parsing_threads = 1;

    auto input_format = FormatFactory::instance().getInput(
        format,
        *read_buf,
        sample_block,
        getContext(),
        max_block_size,
        format_settings,
        max_parsing_threads,
        /* max_download_threads= */ std::nullopt,
        /* is_remote_fs */ true,
        compression_method);

    if (query_info.has_value())
        input_format->setQueryInfo(query_info.value(), getContext());

    if (need_only_count)
        input_format->needOnlyCount();

    QueryPipelineBuilder builder;
    builder.init(Pipe(input_format));

    if (columns_desc.hasDefaults())
    {
        builder.addSimpleTransform(
            [&](const Block & header)
            { return std::make_shared<AddingDefaultsTransform>(header, columns_desc, *input_format, getContext()); });
    }

    /// Add ExtractColumnsTransform to extract requested columns/subcolumns
    /// from chunk read by IInputFormat.
    builder.addSimpleTransform([&](const Block & header)
    {
        return std::make_shared<ExtractColumnsTransform>(header, requested_columns);
    });

    auto pipeline = std::make_unique<QueryPipeline>(QueryPipelineBuilder::getPipeline(std::move(builder)));
    auto current_reader = std::make_unique<PullingPipelineExecutor>(*pipeline);

    return ReaderHolder{key_with_info.key, bucket, std::move(read_buf), std::move(input_format), std::move(pipeline), std::move(current_reader)};
}

std::future<StorageS3Source::ReaderHolder> StorageS3Source::createReaderAsync()
{
    return create_reader_scheduler([this] { return createReader(); }, Priority{});
}

std::unique_ptr<ReadBuffer> StorageS3Source::createS3ReadBuffer(const String & key, size_t object_size)
{
    auto read_settings = getContext()->getReadSettings().adjustBufferSize(object_size);
    read_settings.enable_filesystem_cache = false;
    auto download_buffer_size = getContext()->getSettings().max_download_buffer_size;
    const bool object_too_small = object_size <= 2 * download_buffer_size;

    // Create a read buffer that will prefetch the first ~1 MB of the file.
    // When reading lots of tiny files, this prefetching almost doubles the throughput.
    // For bigger files, parallel reading is more useful.
    if (object_too_small && read_settings.remote_fs_method == RemoteFSReadMethod::threadpool)
    {
        LOG_TRACE(log, "Downloading object of size {} from S3 with initial prefetch", object_size);
        return createAsyncS3ReadBuffer(key, read_settings, object_size);
    }

    return std::make_unique<ReadBufferFromS3>(
        client, bucket, key, version_id, request_settings, read_settings,
        /*use_external_buffer*/ false, /*offset_*/ 0, /*read_until_position_*/ 0,
        /*restricted_seek_*/ false, object_size);
}

std::unique_ptr<ReadBuffer> StorageS3Source::createAsyncS3ReadBuffer(
    const String & key, const ReadSettings & read_settings, size_t object_size)
{
    auto context = getContext();
    auto read_buffer_creator =
        [this, read_settings, object_size]
        (const std::string & path, size_t read_until_position) -> std::unique_ptr<ReadBufferFromFileBase>
    {
        return std::make_unique<ReadBufferFromS3>(
            client,
            bucket,
            path,
            version_id,
            request_settings,
            read_settings,
            /* use_external_buffer */true,
            /* offset */0,
            read_until_position,
            /* restricted_seek */true,
            object_size);
    };

    auto s3_impl = std::make_unique<ReadBufferFromRemoteFSGather>(
        std::move(read_buffer_creator),
        StoredObjects{StoredObject{key, object_size}},
        read_settings,
        /* cache_log */nullptr, /* use_external_buffer */true);

    auto modified_settings{read_settings};
    /// FIXME: Changing this setting to default value breaks something around parquet reading
    modified_settings.remote_read_min_bytes_for_seek = modified_settings.remote_fs_buffer_size;

    auto & pool_reader = context->getThreadPoolReader(FilesystemReaderType::ASYNCHRONOUS_REMOTE_FS_READER);
    auto async_reader = std::make_unique<AsynchronousBoundedReadBuffer>(
        std::move(s3_impl), pool_reader, modified_settings,
        context->getAsyncReadCounters(), context->getFilesystemReadPrefetchesLog());

    async_reader->setReadUntilEnd();
    if (read_settings.remote_fs_prefetch)
        async_reader->prefetch(DEFAULT_PREFETCH_PRIORITY);

    return async_reader;
}

StorageS3Source::~StorageS3Source()
{
    create_reader_pool.wait();
}

String StorageS3Source::getName() const
{
    return name;
}

Chunk StorageS3Source::generate()
{
    while (true)
    {
        if (isCancelled() || !reader)
        {
            if (reader)
                reader->cancel();
            break;
        }

        Chunk chunk;
        if (reader->pull(chunk))
        {
            UInt64 num_rows = chunk.getNumRows();
            size_t chunk_size = reader.getInputFormat()->getApproxBytesReadForChunk();
            progress(num_rows, chunk_size ? chunk_size : chunk.bytes());

            const auto & file_path = reader.getPath();
            for (const auto & virtual_column : requested_virtual_columns)
            {
                if (virtual_column.name == "_path")
                {
                    chunk.addColumn(virtual_column.type->createColumnConst(num_rows, file_path));
                }
                else if (virtual_column.name == "_file")
                {
                    size_t last_slash_pos = file_path.find_last_of('/');
                    auto column = virtual_column.type->createColumnConst(num_rows, file_path.substr(last_slash_pos + 1));
                    chunk.addColumn(column);
                }
            }

            return chunk;
        }


        assert(reader_future.valid());
        reader = reader_future.get();

        if (!reader)
            break;

        /// Even if task is finished the thread may be not freed in pool.
        /// So wait until it will be freed before scheduling a new task.
        create_reader_pool.wait();
        reader_future = createReaderAsync();
    }

    return {};
}

class StorageS3Sink : public SinkToStorage
{
public:
    StorageS3Sink(
        const String & format,
        const Block & sample_block_,
        ContextPtr context,
        std::optional<FormatSettings> format_settings_,
        const CompressionMethod compression_method,
        const StorageS3::Configuration & configuration_,
        const String & bucket,
        const String & key)
        : SinkToStorage(sample_block_)
        , sample_block(sample_block_)
        , format_settings(format_settings_)
    {
        write_buf = wrapWriteBufferWithCompressionMethod(
            std::make_unique<WriteBufferFromS3>(
                configuration_.client,
                configuration_.client_with_long_timeout,
                bucket,
                key,
                DBMS_DEFAULT_BUFFER_SIZE,
                configuration_.request_settings,
                std::nullopt,
                threadPoolCallbackRunner<void>(getIOThreadPool().get(), "S3ParallelWrite"),
                context->getWriteSettings()),
            compression_method,
            3);
        writer
            = FormatFactory::instance().getOutputFormatParallelIfPossible(format, *write_buf, sample_block, context, format_settings);
    }

    String getName() const override { return "StorageS3Sink"; }

    void consume(Chunk chunk) override
    {
        std::lock_guard lock(cancel_mutex);
        if (cancelled)
            return;
        writer->write(getHeader().cloneWithColumns(chunk.detachColumns()));
    }

    void onCancel() override
    {
        std::lock_guard lock(cancel_mutex);
        finalize();
        cancelled = true;
    }

    void onException(std::exception_ptr exception) override
    {
        std::lock_guard lock(cancel_mutex);
        try
        {
            std::rethrow_exception(exception);
        }
        catch (...)
        {
            /// An exception context is needed to proper delete write buffers without finalization
            release();
        }
    }

    void onFinish() override
    {
        std::lock_guard lock(cancel_mutex);
        finalize();
    }

private:
    void finalize()
    {
        if (!writer)
            return;

        try
        {
            writer->finalize();
            writer->flush();
            write_buf->finalize();
        }
        catch (...)
        {
            /// Stop ParallelFormattingOutputFormat correctly.
            release();
            throw;
        }
    }

    void release()
    {
        writer.reset();
        write_buf.reset();
    }

    Block sample_block;
    std::optional<FormatSettings> format_settings;
    std::unique_ptr<WriteBuffer> write_buf;
    OutputFormatPtr writer;
    bool cancelled = false;
    std::mutex cancel_mutex;
};


class PartitionedStorageS3Sink : public PartitionedSink
{
public:
    PartitionedStorageS3Sink(
        const ASTPtr & partition_by,
        const String & format_,
        const Block & sample_block_,
        ContextPtr context_,
        std::optional<FormatSettings> format_settings_,
        const CompressionMethod compression_method_,
        const StorageS3::Configuration & configuration_,
        const String & bucket_,
        const String & key_)
        : PartitionedSink(partition_by, context_, sample_block_)
        , format(format_)
        , sample_block(sample_block_)
        , context(context_)
        , compression_method(compression_method_)
        , configuration(configuration_)
        , bucket(bucket_)
        , key(key_)
        , format_settings(format_settings_)
    {
    }

    SinkPtr createSinkForPartition(const String & partition_id) override
    {
        auto partition_bucket = replaceWildcards(bucket, partition_id);
        validateBucket(partition_bucket);

        auto partition_key = replaceWildcards(key, partition_id);
        validateKey(partition_key);

        return std::make_shared<StorageS3Sink>(
            format,
            sample_block,
            context,
            format_settings,
            compression_method,
            configuration,
            partition_bucket,
            partition_key
        );
    }

private:
    const String format;
    const Block sample_block;
    const ContextPtr context;
    const CompressionMethod compression_method;
    const StorageS3::Configuration configuration;
    const String bucket;
    const String key;
    const std::optional<FormatSettings> format_settings;

    ExpressionActionsPtr partition_by_expr;

    static void validateBucket(const String & str)
    {
        S3::URI::validateBucket(str, {});

        if (!DB::UTF8::isValidUTF8(reinterpret_cast<const UInt8 *>(str.data()), str.size()))
            throw Exception(ErrorCodes::CANNOT_PARSE_TEXT, "Incorrect non-UTF8 sequence in bucket name");

        validatePartitionKey(str, false);
    }

    static void validateKey(const String & str)
    {
        /// See:
        /// - https://docs.aws.amazon.com/AmazonS3/latest/userguide/object-keys.html
        /// - https://cloud.ibm.com/apidocs/cos/cos-compatibility#putobject

        if (str.empty() || str.size() > 1024)
            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Incorrect key length (not empty, max 1023 characters), got: {}", str.size());

        if (!DB::UTF8::isValidUTF8(reinterpret_cast<const UInt8 *>(str.data()), str.size()))
            throw Exception(ErrorCodes::CANNOT_PARSE_TEXT, "Incorrect non-UTF8 sequence in key");

        validatePartitionKey(str, true);
    }
};


StorageS3::StorageS3(
    const Configuration & configuration_,
    ContextPtr context_,
    const StorageID & table_id_,
    const ColumnsDescription & columns_,
    const ConstraintsDescription & constraints_,
    const String & comment,
    std::optional<FormatSettings> format_settings_,
    bool distributed_processing_,
    ASTPtr partition_by_)
    : IStorage(table_id_)
    , configuration(configuration_)
    , name(configuration.url.storage_name)
    , distributed_processing(distributed_processing_)
    , format_settings(format_settings_)
    , partition_by(partition_by_)
{
    updateConfiguration(context_);

    FormatFactory::instance().checkFormatName(configuration.format);
    context_->getGlobalContext()->getRemoteHostFilter().checkURL(configuration.url.uri);
    context_->getGlobalContext()->getHTTPHeaderFilter().checkHeaders(configuration.headers_from_ast);

    StorageInMemoryMetadata storage_metadata;
    if (columns_.empty())
    {
        auto columns = getTableStructureFromDataImpl(configuration, format_settings, context_);
        storage_metadata.setColumns(columns);
    }
    else
        storage_metadata.setColumns(columns_);

    storage_metadata.setConstraints(constraints_);
    storage_metadata.setComment(comment);
    setInMemoryMetadata(storage_metadata);

    auto default_virtuals = NamesAndTypesList{
        {"_path", std::make_shared<DataTypeLowCardinality>(std::make_shared<DataTypeString>())},
        {"_file", std::make_shared<DataTypeLowCardinality>(std::make_shared<DataTypeString>())}};

    auto columns = storage_metadata.getSampleBlock().getNamesAndTypesList();
    virtual_columns = getVirtualsForStorage(columns, default_virtuals);
    for (const auto & column : virtual_columns)
        virtual_block.insert({column.type->createColumn(), column.type, column.name});
}

std::shared_ptr<StorageS3Source::IIterator> StorageS3::createFileIterator(
    const Configuration & configuration,
    bool distributed_processing,
    ContextPtr local_context,
    ASTPtr query,
    const Block & virtual_block,
    KeysWithInfo * read_keys,
    std::function<void(FileProgress)> file_progress_callback)
{
    if (distributed_processing)
    {
        return std::make_shared<StorageS3Source::ReadTaskIterator>(local_context->getReadTaskCallback());
    }
    else if (configuration.withGlobs())
    {
        /// Iterate through disclosed globs and make a source for each file
        return std::make_shared<StorageS3Source::DisclosedGlobIterator>(
            *configuration.client, configuration.url, query, virtual_block,
            local_context, read_keys, configuration.request_settings, file_progress_callback);
    }
    else
    {
        return std::make_shared<StorageS3Source::KeysIterator>(
            *configuration.client, configuration.url.version_id, configuration.keys,
            configuration.url.bucket, configuration.request_settings, query,
            virtual_block, local_context, read_keys, file_progress_callback);
    }
}

bool StorageS3::supportsSubsetOfColumns() const
{
    return FormatFactory::instance().checkIfFormatSupportsSubsetOfColumns(configuration.format);
}

bool StorageS3::prefersLargeBlocks() const
{
    return FormatFactory::instance().checkIfOutputFormatPrefersLargeBlocks(configuration.format);
}

bool StorageS3::parallelizeOutputAfterReading(ContextPtr context) const
{
    return FormatFactory::instance().checkParallelizeOutputAfterReading(configuration.format, context);
}

Pipe StorageS3::read(
    const Names & column_names,
    const StorageSnapshotPtr & storage_snapshot,
    SelectQueryInfo & query_info,
    ContextPtr local_context,
    QueryProcessingStage::Enum /*processed_stage*/,
    size_t max_block_size,
    size_t num_streams)
{
    auto query_configuration = updateConfigurationAndGetCopy(local_context);

    if (partition_by && query_configuration.withWildcard())
        throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Reading from a partitioned S3 storage is not implemented yet");

    Pipes pipes;

    std::shared_ptr<StorageS3Source::IIterator> iterator_wrapper = createFileIterator(
        query_configuration, distributed_processing, local_context, query_info.query, virtual_block, nullptr, local_context->getFileProgressCallback());

    auto read_from_format_info = prepareReadingFromFormat(column_names, storage_snapshot, supportsSubsetOfColumns(), getVirtuals());
    bool need_only_count = (query_info.optimize_trivial_count || read_from_format_info.requested_columns.empty())
        && local_context->getSettingsRef().optimize_count_from_files;

    const size_t max_threads = local_context->getSettingsRef().max_threads;
    const size_t max_parsing_threads = num_streams >= max_threads ? 1 : (max_threads / num_streams);

    for (size_t i = 0; i < num_streams; ++i)
    {
        pipes.emplace_back(std::make_shared<StorageS3Source>(
            read_from_format_info,
            query_configuration.format,
            getName(),
            local_context,
            format_settings,
            max_block_size,
            query_configuration.request_settings,
            query_configuration.compression_method,
            query_configuration.client,
            query_configuration.url.bucket,
            query_configuration.url.version_id,
            iterator_wrapper,
            max_parsing_threads,
            need_only_count,
            query_info));
    }

    return Pipe::unitePipes(std::move(pipes));
}

SinkToStoragePtr StorageS3::write(const ASTPtr & query, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context, bool /*async_insert*/)
{
    auto query_configuration = updateConfigurationAndGetCopy(local_context);

    auto sample_block = metadata_snapshot->getSampleBlock();
    auto chosen_compression_method = chooseCompressionMethod(query_configuration.keys.back(), query_configuration.compression_method);
    auto insert_query = std::dynamic_pointer_cast<ASTInsertQuery>(query);

    auto partition_by_ast = insert_query ? (insert_query->partition_by ? insert_query->partition_by : partition_by) : nullptr;
    bool is_partitioned_implementation = partition_by_ast && query_configuration.withWildcard();

    if (is_partitioned_implementation)
    {
        return std::make_shared<PartitionedStorageS3Sink>(
            partition_by_ast,
            query_configuration.format,
            sample_block,
            local_context,
            format_settings,
            chosen_compression_method,
            query_configuration,
            query_configuration.url.bucket,
            query_configuration.keys.back());
    }
    else
    {
        if (query_configuration.withGlobs())
            throw Exception(ErrorCodes::DATABASE_ACCESS_DENIED,
                            "S3 key '{}' contains globs, so the table is in readonly mode", query_configuration.url.key);

        bool truncate_in_insert = local_context->getSettingsRef().s3_truncate_on_insert;

        if (!truncate_in_insert && S3::objectExists(*query_configuration.client, query_configuration.url.bucket, query_configuration.keys.back(), query_configuration.url.version_id, query_configuration.request_settings))
        {
            if (local_context->getSettingsRef().s3_create_new_file_on_insert)
            {
                size_t index = query_configuration.keys.size();
                const auto & first_key = query_configuration.keys[0];
                auto pos = first_key.find_first_of('.');
                String new_key;
                do
                {
                    new_key = first_key.substr(0, pos) + "." + std::to_string(index) + (pos == std::string::npos ? "" : first_key.substr(pos));
                    ++index;
                }
                while (S3::objectExists(*query_configuration.client, query_configuration.url.bucket, new_key, query_configuration.url.version_id, query_configuration.request_settings));

                query_configuration.keys.push_back(new_key);
                configuration.keys.push_back(new_key);
            }
            else
            {
                throw Exception(
                    ErrorCodes::BAD_ARGUMENTS,
                    "Object in bucket {} with key {} already exists. "
                    "If you want to overwrite it, enable setting s3_truncate_on_insert, if you "
                    "want to create a new file on each insert, enable setting s3_create_new_file_on_insert",
                    query_configuration.url.bucket, query_configuration.keys.back());
            }
        }

        return std::make_shared<StorageS3Sink>(
            query_configuration.format,
            sample_block,
            local_context,
            format_settings,
            chosen_compression_method,
            query_configuration,
            query_configuration.url.bucket,
            query_configuration.keys.back());
    }
}

void StorageS3::truncate(const ASTPtr & /* query */, const StorageMetadataPtr &, ContextPtr local_context, TableExclusiveLockHolder &)
{
    auto query_configuration = updateConfigurationAndGetCopy(local_context);

    if (query_configuration.withGlobs())
    {
        throw Exception(
            ErrorCodes::DATABASE_ACCESS_DENIED,
            "S3 key '{}' contains globs, so the table is in readonly mode",
            query_configuration.url.key);
    }

    Aws::S3::Model::Delete delkeys;

    for (const auto & key : query_configuration.keys)
    {
        Aws::S3::Model::ObjectIdentifier obj;
        obj.SetKey(key);
        delkeys.AddObjects(std::move(obj));
    }

    ProfileEvents::increment(ProfileEvents::S3DeleteObjects);
    S3::DeleteObjectsRequest request;
    request.SetBucket(query_configuration.url.bucket);
    request.SetDelete(delkeys);

    auto response = query_configuration.client->DeleteObjects(request);
    if (!response.IsSuccess())
    {
        const auto & err = response.GetError();
        throw S3Exception(err.GetMessage(), err.GetErrorType());
    }

    for (const auto & error : response.GetResult().GetErrors())
        LOG_WARNING(&Poco::Logger::get("StorageS3"), "Failed to delete {}, error: {}", error.GetKey(), error.GetMessage());
}

StorageS3::Configuration StorageS3::updateConfigurationAndGetCopy(ContextPtr local_context)
{
    std::lock_guard lock(configuration_update_mutex);
    configuration.update(local_context);
    return configuration;
}

void StorageS3::updateConfiguration(ContextPtr local_context)
{
    std::lock_guard lock(configuration_update_mutex);
    configuration.update(local_context);
}

void StorageS3::useConfiguration(const Configuration & new_configuration)
{
    std::lock_guard lock(configuration_update_mutex);
    configuration = new_configuration;
}

const StorageS3::Configuration & StorageS3::getConfiguration()
{
    std::lock_guard lock(configuration_update_mutex);
    return configuration;
}

bool StorageS3::Configuration::update(ContextPtr context)
{
    auto s3_settings = context->getStorageS3Settings().getSettings(url.uri.toString());
    request_settings = s3_settings.request_settings;
    request_settings.updateFromSettings(context->getSettings());

    if (client && (static_configuration || s3_settings.auth_settings == auth_settings))
        return false;

    auth_settings.updateFrom(s3_settings.auth_settings);
    keys[0] = url.key;
    connect(context);
    return true;
}

void StorageS3::Configuration::connect(ContextPtr context)
{
    S3::PocoHTTPClientConfiguration client_configuration = S3::ClientFactory::instance().createClientConfiguration(
        auth_settings.region,
        context->getRemoteHostFilter(),
        static_cast<unsigned>(context->getGlobalContext()->getSettingsRef().s3_max_redirects),
        context->getGlobalContext()->getSettingsRef().enable_s3_requests_logging,
        /* for_disk_s3 = */ false,
        request_settings.get_request_throttler,
        request_settings.put_request_throttler);

    client_configuration.endpointOverride = url.endpoint;
    client_configuration.maxConnections = static_cast<unsigned>(request_settings.max_connections);
    auto headers = auth_settings.headers;
    if (!headers_from_ast.empty())
        headers.insert(headers.end(), headers_from_ast.begin(), headers_from_ast.end());

    client_configuration.requestTimeoutMs = request_settings.request_timeout_ms;

    client_configuration.retryStrategy
        = std::make_shared<Aws::Client::DefaultRetryStrategy>(request_settings.retry_attempts);

    auto credentials = Aws::Auth::AWSCredentials(auth_settings.access_key_id, auth_settings.secret_access_key);
    client = S3::ClientFactory::instance().create(
        client_configuration,
        url.is_virtual_hosted_style,
        credentials.GetAWSAccessKeyId(),
        credentials.GetAWSSecretKey(),
        auth_settings.server_side_encryption_customer_key_base64,
        auth_settings.server_side_encryption_kms_config,
        std::move(headers),
        S3::CredentialsConfiguration{
            auth_settings.use_environment_credentials.value_or(context->getConfigRef().getBool("s3.use_environment_credentials", true)),
            auth_settings.use_insecure_imds_request.value_or(context->getConfigRef().getBool("s3.use_insecure_imds_request", false)),
            auth_settings.expiration_window_seconds.value_or(
                context->getConfigRef().getUInt64("s3.expiration_window_seconds", S3::DEFAULT_EXPIRATION_WINDOW_SECONDS)),
                auth_settings.no_sign_request.value_or(context->getConfigRef().getBool("s3.no_sign_request", false)),
        });

    client_with_long_timeout = client->clone(std::nullopt, request_settings.long_request_timeout_ms);
}

void StorageS3::processNamedCollectionResult(StorageS3::Configuration & configuration, const NamedCollection & collection)
{
    validateNamedCollection(collection, required_configuration_keys, optional_configuration_keys);

    auto filename = collection.getOrDefault<String>("filename", "");
    if (!filename.empty())
        configuration.url = S3::URI(std::filesystem::path(collection.get<String>("url")) / filename);
    else
        configuration.url = S3::URI(collection.get<String>("url"));

    configuration.auth_settings.access_key_id = collection.getOrDefault<String>("access_key_id", "");
    configuration.auth_settings.secret_access_key = collection.getOrDefault<String>("secret_access_key", "");
    configuration.auth_settings.use_environment_credentials = collection.getOrDefault<UInt64>("use_environment_credentials", 1);
    configuration.auth_settings.no_sign_request = collection.getOrDefault<bool>("no_sign_request", false);
    configuration.auth_settings.expiration_window_seconds = collection.getOrDefault<UInt64>("expiration_window_seconds", S3::DEFAULT_EXPIRATION_WINDOW_SECONDS);

    configuration.format = collection.getOrDefault<String>("format", configuration.format);
    configuration.compression_method = collection.getOrDefault<String>("compression_method", collection.getOrDefault<String>("compression", "auto"));
    configuration.structure = collection.getOrDefault<String>("structure", "auto");

    configuration.request_settings = S3Settings::RequestSettings(collection);
}

StorageS3::Configuration StorageS3::getConfiguration(ASTs & engine_args, ContextPtr local_context, bool get_format_from_file)
{
    StorageS3::Configuration configuration;

    if (auto named_collection = tryGetNamedCollectionWithOverrides(engine_args, local_context))
    {
        processNamedCollectionResult(configuration, *named_collection);
    }
    else
    {
        /// Supported signatures:
        ///
        /// S3('url')
        /// S3('url', 'format')
        /// S3('url', 'format', 'compression')
        /// S3('url', NOSIGN)
        /// S3('url', NOSIGN, 'format')
        /// S3('url', NOSIGN, 'format', 'compression')
        /// S3('url', 'aws_access_key_id', 'aws_secret_access_key')
        /// S3('url', 'aws_access_key_id', 'aws_secret_access_key', 'format')
        /// S3('url', 'aws_access_key_id', 'aws_secret_access_key', 'format', 'compression')
        /// with optional headers() function

        if (engine_args.empty() || engine_args.size() > 5)
            throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
                            "Storage S3 requires 1 to 5 arguments: "
                            "url, [NOSIGN | access_key_id, secret_access_key], name of used format and [compression_method]");

        auto * header_it = StorageURL::collectHeaders(engine_args, configuration.headers_from_ast, local_context);
        if (header_it != engine_args.end())
            engine_args.erase(header_it);

        for (auto & engine_arg : engine_args)
            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, local_context);

        /// Size -> argument indexes
        static std::unordered_map<size_t, std::unordered_map<std::string_view, size_t>> size_to_engine_args
        {
            {1, {{}}},
            {5, {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}, {"compression_method", 4}}}
        };

        std::unordered_map<std::string_view, size_t> engine_args_to_idx;
        bool no_sign_request = false;

        /// For 2 arguments we support 2 possible variants:
        /// - s3(source, format)
        /// - s3(source, NOSIGN)
        /// We can distinguish them by looking at the 2-nd argument: check if it's NOSIGN or not.
        if (engine_args.size() == 2)
        {
            auto second_arg = checkAndGetLiteralArgument<String>(engine_args[1], "format/NOSIGN");
            if (boost::iequals(second_arg, "NOSIGN"))
                no_sign_request = true;
            else
                engine_args_to_idx = {{"format", 1}};
        }
        /// For 3 arguments we support 2 possible variants:
        /// - s3(source, format, compression_method)
        /// - s3(source, access_key_id, access_key_id)
        /// - s3(source, NOSIGN, format)
        /// We can distinguish them by looking at the 2-nd argument: check if it's NOSIGN or format name.
        else if (engine_args.size() == 3)
        {
            auto second_arg = checkAndGetLiteralArgument<String>(engine_args[1], "format/access_key_id/NOSIGN");
            if (boost::iequals(second_arg, "NOSIGN"))
            {
                no_sign_request = true;
                engine_args_to_idx = {{"format", 2}};
            }
            else if (second_arg == "auto" || FormatFactory::instance().getAllFormats().contains(second_arg))
                engine_args_to_idx = {{"format", 1}, {"compression_method", 2}};
            else
                engine_args_to_idx = {{"access_key_id", 1}, {"secret_access_key", 2}};
        }
        /// For 4 arguments we support 2 possible variants:
        /// - s3(source, access_key_id, secret_access_key, format)
        /// - s3(source, NOSIGN, format, compression_method)
        /// We can distinguish them by looking at the 2-nd argument: check if it's a NOSIGN or not.
        else if (engine_args.size() == 4)
        {
            auto second_arg = checkAndGetLiteralArgument<String>(engine_args[1], "access_key_id/NOSIGN");
            if (boost::iequals(second_arg, "NOSIGN"))
            {
                no_sign_request = true;
                engine_args_to_idx = {{"format", 2}, {"compression_method", 3}};
            }
            else
                engine_args_to_idx = {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}};
        }
        else
        {
            engine_args_to_idx = size_to_engine_args[engine_args.size()];
        }

        /// This argument is always the first
        configuration.url = S3::URI(checkAndGetLiteralArgument<String>(engine_args[0], "url"));

        if (engine_args_to_idx.contains("format"))
            configuration.format = checkAndGetLiteralArgument<String>(engine_args[engine_args_to_idx["format"]], "format");

        if (engine_args_to_idx.contains("compression_method"))
            configuration.compression_method = checkAndGetLiteralArgument<String>(engine_args[engine_args_to_idx["compression_method"]], "compression_method");

        if (engine_args_to_idx.contains("access_key_id"))
            configuration.auth_settings.access_key_id = checkAndGetLiteralArgument<String>(engine_args[engine_args_to_idx["access_key_id"]], "access_key_id");

        if (engine_args_to_idx.contains("secret_access_key"))
            configuration.auth_settings.secret_access_key = checkAndGetLiteralArgument<String>(engine_args[engine_args_to_idx["secret_access_key"]], "secret_access_key");

        configuration.auth_settings.no_sign_request = no_sign_request;
    }

    configuration.static_configuration = !configuration.auth_settings.access_key_id.empty();

    configuration.keys = {configuration.url.key};

    if (configuration.format == "auto" && get_format_from_file)
        configuration.format = FormatFactory::instance().getFormatFromFileName(configuration.url.key, true);

    return configuration;
}

ColumnsDescription StorageS3::getTableStructureFromData(
    const StorageS3::Configuration & configuration,
    const std::optional<FormatSettings> & format_settings,
    ContextPtr ctx)
{
    return getTableStructureFromDataImpl(configuration, format_settings, ctx);
}

ColumnsDescription StorageS3::getTableStructureFromDataImpl(
    const Configuration & configuration,
    const std::optional<FormatSettings> & format_settings,
    ContextPtr ctx)
{
    KeysWithInfo read_keys;

    auto file_iterator = createFileIterator(configuration, false, ctx, nullptr, {}, &read_keys);

    std::optional<ColumnsDescription> columns_from_cache;
    size_t prev_read_keys_size = read_keys.size();
    if (ctx->getSettingsRef().schema_inference_use_cache_for_s3)
        columns_from_cache = tryGetColumnsFromCache(read_keys.begin(), read_keys.end(), configuration, format_settings, ctx);

    ReadBufferIterator read_buffer_iterator = [&, first = true](ColumnsDescription & cached_columns) mutable -> std::unique_ptr<ReadBuffer>
    {
        while (true)
        {
            auto key_with_info = (*file_iterator)();

            if (key_with_info.key.empty())
            {
                if (first)
                    throw Exception(
                        ErrorCodes::CANNOT_EXTRACT_TABLE_STRUCTURE,
                        "Cannot extract table structure from {} format file, because there are no files with provided path "
                        "in S3 or all files are empty. You must specify table structure manually",
                        configuration.format);

                return nullptr;
            }

            /// S3 file iterator could get new keys after new iteration, check them in schema cache.
            if (ctx->getSettingsRef().schema_inference_use_cache_for_s3 && read_keys.size() > prev_read_keys_size)
            {
                columns_from_cache = tryGetColumnsFromCache(read_keys.begin() + prev_read_keys_size, read_keys.end(), configuration, format_settings, ctx);
                prev_read_keys_size = read_keys.size();
                if (columns_from_cache)
                {
                    cached_columns = *columns_from_cache;
                    return nullptr;
                }
            }

            if (ctx->getSettingsRef().s3_skip_empty_files && key_with_info.info && key_with_info.info->size == 0)
                continue;

            int zstd_window_log_max = static_cast<int>(ctx->getSettingsRef().zstd_window_log_max);
            auto impl = std::make_unique<ReadBufferFromS3>(configuration.client, configuration.url.bucket, key_with_info.key, configuration.url.version_id, configuration.request_settings, ctx->getReadSettings());
            if (!ctx->getSettingsRef().s3_skip_empty_files || !impl->eof())
            {
                first = false;
                return wrapReadBufferWithCompressionMethod(std::move(impl), chooseCompressionMethod(key_with_info.key, configuration.compression_method), zstd_window_log_max);
            }
        }
    };

    ColumnsDescription columns;
    if (columns_from_cache)
        columns = *columns_from_cache;
    else
        columns = readSchemaFromFormat(configuration.format, format_settings, read_buffer_iterator, configuration.withGlobs(), ctx);

    if (ctx->getSettingsRef().schema_inference_use_cache_for_s3)
        addColumnsToCache(read_keys, configuration, columns, configuration.format, format_settings, ctx);

    return columns;
}


void registerStorageS3Impl(const String & name, StorageFactory & factory)
{
    factory.registerStorage(name, [](const StorageFactory::Arguments & args)
    {
        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());
        // Use format settings from global server context + settings from
        // the SETTINGS clause of the create query. Settings from current
        // session and user are ignored.
        std::optional<FormatSettings> format_settings;
        if (args.storage_def->settings)
        {
            FormatFactorySettings user_format_settings;

            // Apply changed settings from global context, but ignore the
            // unknown ones, because we only have the format settings here.
            const auto & changes = args.getContext()->getSettingsRef().changes();
            for (const auto & change : changes)
            {
                if (user_format_settings.has(change.name))
                    user_format_settings.set(change.name, change.value);
            }

            // Apply changes from SETTINGS clause, with validation.
            user_format_settings.applyChanges(args.storage_def->settings->changes);
            format_settings = getFormatSettings(args.getContext(), user_format_settings);
        }
        else
        {
            format_settings = getFormatSettings(args.getContext());
        }

        ASTPtr partition_by;
        if (args.storage_def->partition_by)
            partition_by = args.storage_def->partition_by->clone();

        return std::make_shared<StorageS3>(
            std::move(configuration),
            args.getContext(),
            args.table_id,
            args.columns,
            args.constraints,
            args.comment,
            format_settings,
            /* distributed_processing_ */false,
            partition_by);
    },
    {
        .supports_settings = true,
        .supports_sort_order = true, // for partition by
        .supports_schema_inference = true,
        .source_access_type = AccessType::S3,
    });
}

void registerStorageS3(StorageFactory & factory)
{
    return registerStorageS3Impl("S3", factory);
}

void registerStorageCOS(StorageFactory & factory)
{
    return registerStorageS3Impl("COSN", factory);
}

void registerStorageOSS(StorageFactory & factory)
{
    return registerStorageS3Impl("OSS", factory);
}

NamesAndTypesList StorageS3::getVirtuals() const
{
    return virtual_columns;
}

bool StorageS3::supportsPartitionBy() const
{
    return true;
}

SchemaCache & StorageS3::getSchemaCache(const ContextPtr & ctx)
{
    static SchemaCache schema_cache(ctx->getConfigRef().getUInt("schema_inference_cache_max_elements_for_s3", DEFAULT_SCHEMA_CACHE_ELEMENTS));
    return schema_cache;
}

std::optional<ColumnsDescription> StorageS3::tryGetColumnsFromCache(
    const KeysWithInfo::const_iterator & begin,
    const KeysWithInfo::const_iterator & end,
    const Configuration & configuration,
    const std::optional<FormatSettings> & format_settings,
    const ContextPtr & ctx)
{
    auto & schema_cache = getSchemaCache(ctx);
    for (auto it = begin; it < end; ++it)
    {
        auto get_last_mod_time = [&]
        {
            time_t last_modification_time = 0;
            if (it->info)
            {
                last_modification_time = it->info->last_modification_time;
            }
            else
            {
                /// Note that in case of exception in getObjectInfo returned info will be empty,
                /// but schema cache will handle this case and won't return columns from cache
                /// because we can't say that it's valid without last modification time.
                last_modification_time = S3::getObjectInfo(
                    *configuration.client,
                    configuration.url.bucket,
                    it->key,
                    configuration.url.version_id,
                    configuration.request_settings,
                    /*with_metadata=*/ false,
                    /*for_disk_s3=*/ false,
                    /*throw_on_error= */ false).last_modification_time;
            }

            return last_modification_time ? std::make_optional(last_modification_time) : std::nullopt;
        };

        String path = fs::path(configuration.url.bucket) / it->key;
        String source = fs::path(configuration.url.uri.getHost() + std::to_string(configuration.url.uri.getPort())) / path;
        auto cache_key = getKeyForSchemaCache(source, configuration.format, format_settings, ctx);
        auto columns = schema_cache.tryGet(cache_key, get_last_mod_time);
        if (columns)
            return columns;
    }

    return std::nullopt;
}

void StorageS3::addColumnsToCache(
    const KeysWithInfo & keys,
    const Configuration & configuration,
    const ColumnsDescription & columns,
    const String & format_name,
    const std::optional<FormatSettings> & format_settings,
    const ContextPtr & ctx)
{
    auto host_and_bucket = fs::path(configuration.url.uri.getHost() + std::to_string(configuration.url.uri.getPort())) / configuration.url.bucket;
    Strings sources;
    sources.reserve(keys.size());
    std::transform(keys.begin(), keys.end(), std::back_inserter(sources), [&](const auto & elem){ return host_and_bucket / elem.key; });
    auto cache_keys = getKeysForSchemaCache(sources, format_name, format_settings, ctx);
    auto & schema_cache = getSchemaCache(ctx);
    schema_cache.addMany(cache_keys, columns);
}

}

#endif