rocksdb/trace_replay/trace_replay.cc

//  Copyright (c) 2011-present, Facebook, Inc.  All rights reserved.
//  This source code is licensed under both the GPLv2 (found in the
//  COPYING file in the root directory) and Apache 2.0 License
//  (found in the LICENSE.Apache file in the root directory).

#include "trace_replay/trace_replay.h"

#include <chrono>
#include <sstream>
#include <thread>

#include "db/db_impl/db_impl.h"
#include "rocksdb/env.h"
#include "rocksdb/options.h"
#include "rocksdb/slice.h"
#include "rocksdb/system_clock.h"
#include "rocksdb/trace_reader_writer.h"
#include "rocksdb/write_batch.h"
#include "util/coding.h"
#include "util/string_util.h"
#include "util/threadpool_imp.h"

namespace ROCKSDB_NAMESPACE {

const std::string kTraceMagic = "feedcafedeadbeef";

namespace {
void DecodeCFAndKey(std::string& buffer, uint32_t* cf_id, Slice* key) {
  Slice buf(buffer);
  GetFixed32(&buf, cf_id);
  GetLengthPrefixedSlice(&buf, key);
}
}  // namespace

Status TracerHelper::ParseVersionStr(std::string& v_string, int* v_num) {
  if (v_string.find_first_of('.') == std::string::npos ||
      v_string.find_first_of('.') != v_string.find_last_of('.')) {
    return Status::Corruption(
        "Corrupted trace file. Incorrect version format.");
  }
  int tmp_num = 0;
  for (int i = 0; i < static_cast<int>(v_string.size()); i++) {
    if (v_string[i] == '.') {
      continue;
    } else if (isdigit(v_string[i])) {
      tmp_num = tmp_num * 10 + (v_string[i] - '0');
    } else {
      return Status::Corruption(
          "Corrupted trace file. Incorrect version format");
    }
  }
  *v_num = tmp_num;
  return Status::OK();
}

Status TracerHelper::ParseTraceHeader(const Trace& header, int* trace_version,
                                      int* db_version) {
  std::vector<std::string> s_vec;
  int begin = 0, end;
  for (int i = 0; i < 3; i++) {
    assert(header.payload.find("\t", begin) != std::string::npos);
    end = static_cast<int>(header.payload.find("\t", begin));
    s_vec.push_back(header.payload.substr(begin, end - begin));
    begin = end + 1;
  }

  std::string t_v_str, db_v_str;
  assert(s_vec.size() == 3);
  assert(s_vec[1].find("Trace Version: ") != std::string::npos);
  t_v_str = s_vec[1].substr(15);
  assert(s_vec[2].find("RocksDB Version: ") != std::string::npos);
  db_v_str = s_vec[2].substr(17);

  Status s;
  s = ParseVersionStr(t_v_str, trace_version);
  if (s != Status::OK()) {
    return s;
  }
  s = ParseVersionStr(db_v_str, db_version);
  return s;
}

void TracerHelper::EncodeTrace(const Trace& trace, std::string* encoded_trace) {
  assert(encoded_trace);
  PutFixed64(encoded_trace, trace.ts);
  encoded_trace->push_back(trace.type);
  PutFixed32(encoded_trace, static_cast<uint32_t>(trace.payload.size()));
  encoded_trace->append(trace.payload);
}

Status TracerHelper::DecodeTrace(const std::string& encoded_trace,
                                 Trace* trace) {
  assert(trace != nullptr);
  Slice enc_slice = Slice(encoded_trace);
  if (!GetFixed64(&enc_slice, &trace->ts)) {
    return Status::Incomplete("Decode trace string failed");
  }
  if (enc_slice.size() < kTraceTypeSize + kTracePayloadLengthSize) {
    return Status::Incomplete("Decode trace string failed");
  }
  trace->type = static_cast<TraceType>(enc_slice[0]);
  enc_slice.remove_prefix(kTraceTypeSize + kTracePayloadLengthSize);
  trace->payload = enc_slice.ToString();
  return Status::OK();
}

bool TracerHelper::SetPayloadMap(uint64_t& payload_map,
                                 const TracePayloadType payload_type) {
  uint64_t old_state = payload_map;
  uint64_t tmp = 1;
  payload_map |= (tmp << payload_type);
  return old_state != payload_map;
}

void TracerHelper::DecodeWritePayload(Trace* trace,
                                      WritePayload* write_payload) {
  assert(write_payload != nullptr);
  Slice buf(trace->payload);
  GetFixed64(&buf, &trace->payload_map);
  int64_t payload_map = static_cast<int64_t>(trace->payload_map);
  while (payload_map) {
    // Find the rightmost set bit.
    uint32_t set_pos = static_cast<uint32_t>(log2(payload_map & -payload_map));
    switch (set_pos) {
      case TracePayloadType::kWriteBatchData:
        GetLengthPrefixedSlice(&buf, &(write_payload->write_batch_data));
        break;
      default:
        assert(false);
    }
    // unset the rightmost bit.
    payload_map &= (payload_map - 1);
  }
}

void TracerHelper::DecodeGetPayload(Trace* trace, GetPayload* get_payload) {
  assert(get_payload != nullptr);
  Slice buf(trace->payload);
  GetFixed64(&buf, &trace->payload_map);
  int64_t payload_map = static_cast<int64_t>(trace->payload_map);
  while (payload_map) {
    // Find the rightmost set bit.
    uint32_t set_pos = static_cast<uint32_t>(log2(payload_map & -payload_map));
    switch (set_pos) {
      case TracePayloadType::kGetCFID:
        GetFixed32(&buf, &(get_payload->cf_id));
        break;
      case TracePayloadType::kGetKey:
        GetLengthPrefixedSlice(&buf, &(get_payload->get_key));
        break;
      default:
        assert(false);
    }
    // unset the rightmost bit.
    payload_map &= (payload_map - 1);
  }
}

void TracerHelper::DecodeIterPayload(Trace* trace, IterPayload* iter_payload) {
  assert(iter_payload != nullptr);
  Slice buf(trace->payload);
  GetFixed64(&buf, &trace->payload_map);
  int64_t payload_map = static_cast<int64_t>(trace->payload_map);
  while (payload_map) {
    // Find the rightmost set bit.
    uint32_t set_pos = static_cast<uint32_t>(log2(payload_map & -payload_map));
    switch (set_pos) {
      case TracePayloadType::kIterCFID:
        GetFixed32(&buf, &(iter_payload->cf_id));
        break;
      case TracePayloadType::kIterKey:
        GetLengthPrefixedSlice(&buf, &(iter_payload->iter_key));
        break;
      case TracePayloadType::kIterLowerBound:
        GetLengthPrefixedSlice(&buf, &(iter_payload->lower_bound));
        break;
      case TracePayloadType::kIterUpperBound:
        GetLengthPrefixedSlice(&buf, &(iter_payload->upper_bound));
        break;
      default:
        assert(false);
    }
    // unset the rightmost bit.
    payload_map &= (payload_map - 1);
  }
}

void TracerHelper::DecodeMultiGetPayload(Trace* trace,
                                         MultiGetPayload* multiget_payload) {
  assert(multiget_payload != nullptr);
  Slice cfids_payload;
  Slice keys_payload;
  Slice buf(trace->payload);
  GetFixed64(&buf, &trace->payload_map);
  int64_t payload_map = static_cast<int64_t>(trace->payload_map);
  while (payload_map) {
    // Find the rightmost set bit.
    uint32_t set_pos = static_cast<uint32_t>(log2(payload_map & -payload_map));
    switch (set_pos) {
      case TracePayloadType::kMultiGetSize:
        GetFixed32(&buf, &(multiget_payload->multiget_size));
        break;
      case TracePayloadType::kMultiGetCFIDs:
        GetLengthPrefixedSlice(&buf, &cfids_payload);
        break;
      case TracePayloadType::kMultiGetKeys:
        GetLengthPrefixedSlice(&buf, &keys_payload);
        break;
      default:
        assert(false);
    }
    // unset the rightmost bit.
    payload_map &= (payload_map - 1);
  }

  // Decode the cfids_payload and keys_payload
  multiget_payload->cf_ids.reserve(multiget_payload->multiget_size);
  multiget_payload->multiget_keys.reserve(multiget_payload->multiget_size);
  for (uint32_t i = 0; i < multiget_payload->multiget_size; i++) {
    uint32_t tmp_cfid;
    Slice tmp_key;
    GetFixed32(&cfids_payload, &tmp_cfid);
    GetLengthPrefixedSlice(&keys_payload, &tmp_key);
    multiget_payload->cf_ids.push_back(tmp_cfid);
    multiget_payload->multiget_keys.push_back(tmp_key.ToString());
  }
}

Tracer::Tracer(SystemClock* clock, const TraceOptions& trace_options,
               std::unique_ptr<TraceWriter>&& trace_writer)
    : clock_(clock),
      trace_options_(trace_options),
      trace_writer_(std::move(trace_writer)),
      trace_request_count_(0) {
  // TODO: What if this fails?
  WriteHeader().PermitUncheckedError();
}

Tracer::~Tracer() { trace_writer_.reset(); }

Status Tracer::Write(WriteBatch* write_batch) {
  TraceType trace_type = kTraceWrite;
  if (ShouldSkipTrace(trace_type)) {
    return Status::OK();
  }
  Trace trace;
  trace.ts = clock_->NowMicros();
  trace.type = trace_type;
  TracerHelper::SetPayloadMap(trace.payload_map,
                              TracePayloadType::kWriteBatchData);
  PutFixed64(&trace.payload, trace.payload_map);
  PutLengthPrefixedSlice(&trace.payload, Slice(write_batch->Data()));
  return WriteTrace(trace);
}

Status Tracer::Get(ColumnFamilyHandle* column_family, const Slice& key) {
  TraceType trace_type = kTraceGet;
  if (ShouldSkipTrace(trace_type)) {
    return Status::OK();
  }
  Trace trace;
  trace.ts = clock_->NowMicros();
  trace.type = trace_type;
  // Set the payloadmap of the struct member that will be encoded in the
  // payload.
  TracerHelper::SetPayloadMap(trace.payload_map, TracePayloadType::kGetCFID);
  TracerHelper::SetPayloadMap(trace.payload_map, TracePayloadType::kGetKey);
  // Encode the Get struct members into payload. Make sure add them in order.
  PutFixed64(&trace.payload, trace.payload_map);
  PutFixed32(&trace.payload, column_family->GetID());
  PutLengthPrefixedSlice(&trace.payload, key);
  return WriteTrace(trace);
}

Status Tracer::IteratorSeek(const uint32_t& cf_id, const Slice& key,
                            const Slice& lower_bound, const Slice upper_bound) {
  TraceType trace_type = kTraceIteratorSeek;
  if (ShouldSkipTrace(trace_type)) {
    return Status::OK();
  }
  Trace trace;
  trace.ts = clock_->NowMicros();
  trace.type = trace_type;
  // Set the payloadmap of the struct member that will be encoded in the
  // payload.
  TracerHelper::SetPayloadMap(trace.payload_map, TracePayloadType::kIterCFID);
  TracerHelper::SetPayloadMap(trace.payload_map, TracePayloadType::kIterKey);
  if (lower_bound.size() > 0) {
    TracerHelper::SetPayloadMap(trace.payload_map,
                                TracePayloadType::kIterLowerBound);
  }
  if (upper_bound.size() > 0) {
    TracerHelper::SetPayloadMap(trace.payload_map,
                                TracePayloadType::kIterUpperBound);
  }
  // Encode the Iterator struct members into payload. Make sure add them in
  // order.
  PutFixed64(&trace.payload, trace.payload_map);
  PutFixed32(&trace.payload, cf_id);
  PutLengthPrefixedSlice(&trace.payload, key);
  if (lower_bound.size() > 0) {
    PutLengthPrefixedSlice(&trace.payload, lower_bound);
  }
  if (upper_bound.size() > 0) {
    PutLengthPrefixedSlice(&trace.payload, upper_bound);
  }
  return WriteTrace(trace);
}

Status Tracer::IteratorSeekForPrev(const uint32_t& cf_id, const Slice& key,
                                   const Slice& lower_bound,
                                   const Slice upper_bound) {
  TraceType trace_type = kTraceIteratorSeekForPrev;
  if (ShouldSkipTrace(trace_type)) {
    return Status::OK();
  }
  Trace trace;
  trace.ts = clock_->NowMicros();
  trace.type = trace_type;
  // Set the payloadmap of the struct member that will be encoded in the
  // payload.
  TracerHelper::SetPayloadMap(trace.payload_map, TracePayloadType::kIterCFID);
  TracerHelper::SetPayloadMap(trace.payload_map, TracePayloadType::kIterKey);
  if (lower_bound.size() > 0) {
    TracerHelper::SetPayloadMap(trace.payload_map,
                                TracePayloadType::kIterLowerBound);
  }
  if (upper_bound.size() > 0) {
    TracerHelper::SetPayloadMap(trace.payload_map,
                                TracePayloadType::kIterUpperBound);
  }
  // Encode the Iterator struct members into payload. Make sure add them in
  // order.
  PutFixed64(&trace.payload, trace.payload_map);
  PutFixed32(&trace.payload, cf_id);
  PutLengthPrefixedSlice(&trace.payload, key);
  if (lower_bound.size() > 0) {
    PutLengthPrefixedSlice(&trace.payload, lower_bound);
  }
  if (upper_bound.size() > 0) {
    PutLengthPrefixedSlice(&trace.payload, upper_bound);
  }
  return WriteTrace(trace);
}

Status Tracer::MultiGet(const size_t num_keys,
                        ColumnFamilyHandle** column_families,
                        const Slice* keys) {
  if (num_keys == 0) {
    return Status::OK();
  }
  std::vector<ColumnFamilyHandle*> v_column_families;
  std::vector<Slice> v_keys;
  v_column_families.resize(num_keys);
  v_keys.resize(num_keys);
  for (size_t i = 0; i < num_keys; i++) {
    v_column_families[i] = column_families[i];
    v_keys[i] = keys[i];
  }
  return MultiGet(v_column_families, v_keys);
}

Status Tracer::MultiGet(const size_t num_keys,
                        ColumnFamilyHandle* column_family, const Slice* keys) {
  if (num_keys == 0) {
    return Status::OK();
  }
  std::vector<ColumnFamilyHandle*> column_families;
  std::vector<Slice> v_keys;
  column_families.resize(num_keys);
  v_keys.resize(num_keys);
  for (size_t i = 0; i < num_keys; i++) {
    column_families[i] = column_family;
    v_keys[i] = keys[i];
  }
  return MultiGet(column_families, v_keys);
}

Status Tracer::MultiGet(const std::vector<ColumnFamilyHandle*>& column_families,
                        const std::vector<Slice>& keys) {
  if (column_families.size() != keys.size()) {
    return Status::Corruption("the CFs size and keys size does not match!");
  }
  TraceType trace_type = kTraceMultiGet;
  if (ShouldSkipTrace(trace_type)) {
    return Status::OK();
  }
  uint32_t multiget_size = static_cast<uint32_t>(keys.size());
  Trace trace;
  trace.ts = clock_->NowMicros();
  trace.type = trace_type;
  // Set the payloadmap of the struct member that will be encoded in the
  // payload.
  TracerHelper::SetPayloadMap(trace.payload_map,
                              TracePayloadType::kMultiGetSize);
  TracerHelper::SetPayloadMap(trace.payload_map,
                              TracePayloadType::kMultiGetCFIDs);
  TracerHelper::SetPayloadMap(trace.payload_map,
                              TracePayloadType::kMultiGetKeys);
  // Encode the CFIDs inorder
  std::string cfids_payload;
  std::string keys_payload;
  for (uint32_t i = 0; i < multiget_size; i++) {
    assert(i < column_families.size());
    assert(i < keys.size());
    PutFixed32(&cfids_payload, column_families[i]->GetID());
    PutLengthPrefixedSlice(&keys_payload, keys[i]);
  }
  // Encode the Get struct members into payload. Make sure add them in order.
  PutFixed64(&trace.payload, trace.payload_map);
  PutFixed32(&trace.payload, multiget_size);
  PutLengthPrefixedSlice(&trace.payload, cfids_payload);
  PutLengthPrefixedSlice(&trace.payload, keys_payload);
  return WriteTrace(trace);
}

bool Tracer::ShouldSkipTrace(const TraceType& trace_type) {
  if (IsTraceFileOverMax()) {
    return true;
  }
  if ((trace_options_.filter & kTraceFilterGet
    && trace_type == kTraceGet)
   || (trace_options_.filter & kTraceFilterWrite
    && trace_type == kTraceWrite)) {
    return true;
  }
  ++trace_request_count_;
  if (trace_request_count_ < trace_options_.sampling_frequency) {
    return true;
  }
  trace_request_count_ = 0;
  return false;
}

bool Tracer::IsTraceFileOverMax() {
  uint64_t trace_file_size = trace_writer_->GetFileSize();
  return (trace_file_size > trace_options_.max_trace_file_size);
}

Status Tracer::WriteHeader() {
  std::ostringstream s;
  s << kTraceMagic << "\t"
    << "Trace Version: " << kTraceFileMajorVersion << "."
    << kTraceFileMinorVersion << "\t"
    << "RocksDB Version: " << kMajorVersion << "." << kMinorVersion << "\t"
    << "Format: Timestamp OpType Payload\n";
  std::string header(s.str());

  Trace trace;
  trace.ts = clock_->NowMicros();
  trace.type = kTraceBegin;
  trace.payload = header;
  return WriteTrace(trace);
}

Status Tracer::WriteFooter() {
  Trace trace;
  trace.ts = clock_->NowMicros();
  trace.type = kTraceEnd;
  TracerHelper::SetPayloadMap(trace.payload_map,
                              TracePayloadType::kEmptyPayload);
  trace.payload = "";
  return WriteTrace(trace);
}

Status Tracer::WriteTrace(const Trace& trace) {
  std::string encoded_trace;
  TracerHelper::EncodeTrace(trace, &encoded_trace);
  return trace_writer_->Write(Slice(encoded_trace));
}

Status Tracer::Close() { return WriteFooter(); }

Replayer::Replayer(DB* db, const std::vector<ColumnFamilyHandle*>& handles,
                   std::unique_ptr<TraceReader>&& reader)
    : trace_reader_(std::move(reader)) {
  assert(db != nullptr);
  db_ = static_cast<DBImpl*>(db->GetRootDB());
  env_ = Env::Default();
  for (ColumnFamilyHandle* cfh : handles) {
    cf_map_[cfh->GetID()] = cfh;
  }
  fast_forward_ = 1;
}

Replayer::~Replayer() { trace_reader_.reset(); }

Status Replayer::SetFastForward(uint32_t fast_forward) {
  Status s;
  if (fast_forward < 1) {
    s = Status::InvalidArgument("Wrong fast forward speed!");
  } else {
    fast_forward_ = fast_forward;
    s = Status::OK();
  }
  return s;
}

Status Replayer::Replay() {
  Status s;
  Trace header;
  int db_version;
  s = ReadHeader(&header);
  if (!s.ok()) {
    return s;
  }
  s = TracerHelper::ParseTraceHeader(header, &trace_file_version_, &db_version);
  if (!s.ok()) {
    return s;
  }

  std::chrono::system_clock::time_point replay_epoch =
      std::chrono::system_clock::now();
  WriteOptions woptions;
  ReadOptions roptions;
  Trace trace;
  uint64_t ops = 0;
  Iterator* single_iter = nullptr;
  while (s.ok()) {
    trace.reset();
    s = ReadTrace(&trace);
    if (!s.ok()) {
      break;
    }

    std::this_thread::sleep_until(
        replay_epoch +
        std::chrono::microseconds((trace.ts - header.ts) / fast_forward_));
    if (trace.type == kTraceWrite) {
      if (trace_file_version_ < 2) {
        WriteBatch batch(trace.payload);
        db_->Write(woptions, &batch);
      } else {
        WritePayload w_payload;
        TracerHelper::DecodeWritePayload(&trace, &w_payload);
        WriteBatch batch(w_payload.write_batch_data.ToString());
        db_->Write(woptions, &batch);
      }
      ops++;
    } else if (trace.type == kTraceGet) {
      GetPayload get_payload;
      get_payload.cf_id = 0;
      get_payload.get_key = 0;
      if (trace_file_version_ < 2) {
        DecodeCFAndKey(trace.payload, &get_payload.cf_id, &get_payload.get_key);
      } else {
        TracerHelper::DecodeGetPayload(&trace, &get_payload);
      }
      if (get_payload.cf_id > 0 &&
          cf_map_.find(get_payload.cf_id) == cf_map_.end()) {
        return Status::Corruption("Invalid Column Family ID.");
      }

      std::string value;
      if (get_payload.cf_id == 0) {
        db_->Get(roptions, get_payload.get_key, &value);
      } else {
        db_->Get(roptions, cf_map_[get_payload.cf_id], get_payload.get_key,
                 &value);
      }
      ops++;
    } else if (trace.type == kTraceIteratorSeek) {
      // Currently, we only support to call Seek. The Next() and Prev() is not
      // supported.
      IterPayload iter_payload;
      iter_payload.cf_id = 0;
      if (trace_file_version_ < 2) {
        DecodeCFAndKey(trace.payload, &iter_payload.cf_id,
                       &iter_payload.iter_key);
      } else {
        TracerHelper::DecodeIterPayload(&trace, &iter_payload);
      }
      if (iter_payload.cf_id > 0 &&
          cf_map_.find(iter_payload.cf_id) == cf_map_.end()) {
        return Status::Corruption("Invalid Column Family ID.");
      }

      if (iter_payload.cf_id == 0) {
        single_iter = db_->NewIterator(roptions);
      } else {
        single_iter = db_->NewIterator(roptions, cf_map_[iter_payload.cf_id]);
      }
      single_iter->Seek(iter_payload.iter_key);
      ops++;
      delete single_iter;
    } else if (trace.type == kTraceIteratorSeekForPrev) {
      // Currently, we only support to call SeekForPrev. The Next() and Prev()
      // is not supported.
      IterPayload iter_payload;
      iter_payload.cf_id = 0;
      if (trace_file_version_ < 2) {
        DecodeCFAndKey(trace.payload, &iter_payload.cf_id,
                       &iter_payload.iter_key);
      } else {
        TracerHelper::DecodeIterPayload(&trace, &iter_payload);
      }
      if (iter_payload.cf_id > 0 &&
          cf_map_.find(iter_payload.cf_id) == cf_map_.end()) {
        return Status::Corruption("Invalid Column Family ID.");
      }

      if (iter_payload.cf_id == 0) {
        single_iter = db_->NewIterator(roptions);
      } else {
        single_iter = db_->NewIterator(roptions, cf_map_[iter_payload.cf_id]);
      }
      single_iter->SeekForPrev(iter_payload.iter_key);
      ops++;
      delete single_iter;
    } else if (trace.type == kTraceEnd) {
      // Do nothing for now.
      // TODO: Add some validations later.
      break;
    }
  }

  if (s.IsIncomplete()) {
    // Reaching eof returns Incomplete status at the moment.
    // Could happen when killing a process without calling EndTrace() API.
    // TODO: Add better error handling.
    return Status::OK();
  }
  return s;
}

// The trace can be replayed with multithread by configurnge the number of
// threads in the thread pool. Trace records are read from the trace file
// sequentially and the corresponding queries are scheduled in the task
// queue based on the timestamp. Currently, we support Write_batch (Put,
// Delete, SingleDelete, DeleteRange), Get, Iterator (Seek and SeekForPrev).
Status Replayer::MultiThreadReplay(uint32_t threads_num) {
  Status s;
  Trace header;
  int db_version;
  s = ReadHeader(&header);
  if (!s.ok()) {
    return s;
  }
  s = TracerHelper::ParseTraceHeader(header, &trace_file_version_, &db_version);
  if (!s.ok()) {
    return s;
  }
  ThreadPoolImpl thread_pool;
  thread_pool.SetHostEnv(env_);

  if (threads_num > 1) {
    thread_pool.SetBackgroundThreads(static_cast<int>(threads_num));
  } else {
    thread_pool.SetBackgroundThreads(1);
  }

  std::chrono::system_clock::time_point replay_epoch =
      std::chrono::system_clock::now();
  WriteOptions woptions;
  ReadOptions roptions;
  uint64_t ops = 0;
  while (s.ok()) {
    std::unique_ptr<ReplayerWorkerArg> ra(new ReplayerWorkerArg);
    ra->db = db_;
    s = ReadTrace(&(ra->trace_entry));
    if (!s.ok()) {
      break;
    }
    ra->cf_map = &cf_map_;
    ra->woptions = woptions;
    ra->roptions = roptions;
    ra->trace_file_version = trace_file_version_;

    std::this_thread::sleep_until(
        replay_epoch + std::chrono::microseconds(
                           (ra->trace_entry.ts - header.ts) / fast_forward_));
    if (ra->trace_entry.type == kTraceWrite) {
      thread_pool.Schedule(&Replayer::BGWorkWriteBatch, ra.release(), nullptr,
                           nullptr);
      ops++;
    } else if (ra->trace_entry.type == kTraceGet) {
      thread_pool.Schedule(&Replayer::BGWorkGet, ra.release(), nullptr,
                           nullptr);
      ops++;
    } else if (ra->trace_entry.type == kTraceIteratorSeek) {
      thread_pool.Schedule(&Replayer::BGWorkIterSeek, ra.release(), nullptr,
                           nullptr);
      ops++;
    } else if (ra->trace_entry.type == kTraceIteratorSeekForPrev) {
      thread_pool.Schedule(&Replayer::BGWorkIterSeekForPrev, ra.release(),
                           nullptr, nullptr);
      ops++;
    } else if (ra->trace_entry.type == kTraceEnd) {
      // Do nothing for now.
      // TODO: Add some validations later.
      break;
    } else {
      // Other trace entry types that are not implemented for replay.
      // To finish the replay, we continue the process.
      continue;
    }
  }

  if (s.IsIncomplete()) {
    // Reaching eof returns Incomplete status at the moment.
    // Could happen when killing a process without calling EndTrace() API.
    // TODO: Add better error handling.
    s = Status::OK();
  }
  thread_pool.JoinAllThreads();
  return s;
}

Status Replayer::ReadHeader(Trace* header) {
  assert(header != nullptr);
  std::string encoded_trace;
  // Read the trace head
  Status s = trace_reader_->Read(&encoded_trace);
  if (!s.ok()) {
    return s;
  }

  s = TracerHelper::DecodeTrace(encoded_trace, header);

  if (header->type != kTraceBegin) {
    return Status::Corruption("Corrupted trace file. Incorrect header.");
  }
  if (header->payload.substr(0, kTraceMagic.length()) != kTraceMagic) {
    return Status::Corruption("Corrupted trace file. Incorrect magic.");
  }

  return s;
}

Status Replayer::ReadFooter(Trace* footer) {
  assert(footer != nullptr);
  Status s = ReadTrace(footer);
  if (!s.ok()) {
    return s;
  }
  if (footer->type != kTraceEnd) {
    return Status::Corruption("Corrupted trace file. Incorrect footer.");
  }

  // TODO: Add more validations later
  return s;
}

Status Replayer::ReadTrace(Trace* trace) {
  assert(trace != nullptr);
  std::string encoded_trace;
  Status s = trace_reader_->Read(&encoded_trace);
  if (!s.ok()) {
    return s;
  }
  return TracerHelper::DecodeTrace(encoded_trace, trace);
}

void Replayer::BGWorkGet(void* arg) {
  std::unique_ptr<ReplayerWorkerArg> ra(
      reinterpret_cast<ReplayerWorkerArg*>(arg));
  assert(ra != nullptr);
  auto cf_map = static_cast<std::unordered_map<uint32_t, ColumnFamilyHandle*>*>(
      ra->cf_map);
  GetPayload get_payload;
  get_payload.cf_id = 0;
  if (ra->trace_file_version < 2) {
    DecodeCFAndKey(ra->trace_entry.payload, &get_payload.cf_id,
                   &get_payload.get_key);
  } else {
    TracerHelper::DecodeGetPayload(&(ra->trace_entry), &get_payload);
  }
  if (get_payload.cf_id > 0 &&
      cf_map->find(get_payload.cf_id) == cf_map->end()) {
    return;
  }

  std::string value;
  if (get_payload.cf_id == 0) {
    ra->db->Get(ra->roptions, get_payload.get_key, &value);
  } else {
    ra->db->Get(ra->roptions, (*cf_map)[get_payload.cf_id], get_payload.get_key,
                &value);
  }
  return;
}

void Replayer::BGWorkWriteBatch(void* arg) {
  std::unique_ptr<ReplayerWorkerArg> ra(
      reinterpret_cast<ReplayerWorkerArg*>(arg));
  assert(ra != nullptr);

  if (ra->trace_file_version < 2) {
    WriteBatch batch(ra->trace_entry.payload);
    ra->db->Write(ra->woptions, &batch);
  } else {
    WritePayload w_payload;
    TracerHelper::DecodeWritePayload(&(ra->trace_entry), &w_payload);
    WriteBatch batch(w_payload.write_batch_data.ToString());
    ra->db->Write(ra->woptions, &batch);
  }
  return;
}

void Replayer::BGWorkIterSeek(void* arg) {
  std::unique_ptr<ReplayerWorkerArg> ra(
      reinterpret_cast<ReplayerWorkerArg*>(arg));
  assert(ra != nullptr);
  auto cf_map = static_cast<std::unordered_map<uint32_t, ColumnFamilyHandle*>*>(
      ra->cf_map);
  IterPayload iter_payload;
  iter_payload.cf_id = 0;

  if (ra->trace_file_version < 2) {
    DecodeCFAndKey(ra->trace_entry.payload, &iter_payload.cf_id,
                   &iter_payload.iter_key);
  } else {
    TracerHelper::DecodeIterPayload(&(ra->trace_entry), &iter_payload);
  }
  if (iter_payload.cf_id > 0 &&
      cf_map->find(iter_payload.cf_id) == cf_map->end()) {
    return;
  }

  Iterator* single_iter = nullptr;
  if (iter_payload.cf_id == 0) {
    single_iter = ra->db->NewIterator(ra->roptions);
  } else {
    single_iter =
        ra->db->NewIterator(ra->roptions, (*cf_map)[iter_payload.cf_id]);
  }
  single_iter->Seek(iter_payload.iter_key);
  delete single_iter;
  return;
}

void Replayer::BGWorkIterSeekForPrev(void* arg) {
  std::unique_ptr<ReplayerWorkerArg> ra(
      reinterpret_cast<ReplayerWorkerArg*>(arg));
  assert(ra != nullptr);
  auto cf_map = static_cast<std::unordered_map<uint32_t, ColumnFamilyHandle*>*>(
      ra->cf_map);
  IterPayload iter_payload;
  iter_payload.cf_id = 0;

  if (ra->trace_file_version < 2) {
    DecodeCFAndKey(ra->trace_entry.payload, &iter_payload.cf_id,
                   &iter_payload.iter_key);
  } else {
    TracerHelper::DecodeIterPayload(&(ra->trace_entry), &iter_payload);
  }
  if (iter_payload.cf_id > 0 &&
      cf_map->find(iter_payload.cf_id) == cf_map->end()) {
    return;
  }

  Iterator* single_iter = nullptr;
  if (iter_payload.cf_id == 0) {
    single_iter = ra->db->NewIterator(ra->roptions);
  } else {
    single_iter =
        ra->db->NewIterator(ra->roptions, (*cf_map)[iter_payload.cf_id]);
  }
  single_iter->SeekForPrev(iter_payload.iter_key);
  delete single_iter;
  return;
}

}  // namespace ROCKSDB_NAMESPACE