hunk.code_window:             check_base_env(env)
           else:
               logger.warning(
                   "Env checking isn't implemented for VectorEnvs, RemoteBaseEnvs, "
                   "ExternalMultiAgentEnv,or ExternalEnvs or Environments that are "
                   "Ray actors"
               )
       except Exception:
           actual_error = traceback.format_exc()
           raise ValueError(
               f"{actual_error}\n"
  
hunk.labels: keep keep keep keep replace replace keep keep keep keep keep
hunk.after_edit:                 "ExternalMultiAgentEnv, ExternalEnvs or environments that are "
                   "Ray actors."
  
hunk.file_path: rllib/utils/pre_checks/env.py
hunk.type: replace
file: // Copyright 2017 The Ray Authors.
  //
  // Licensed under the Apache License, Version 2.0 (the "License");
  // you may not use this file except in compliance with the License.
  // You may obtain a copy of the License at
  //
  //  http://www.apache.org/licenses/LICENSE-2.0
  //
  // Unless required by applicable law or agreed to in writing, software
  // distributed under the License is distributed on an "AS IS" BASIS,
  // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  // See the License for the specific language governing permissions and
  // limitations under the License.
  
  #pragma once
  #include <gtest/gtest_prod.h>
  
  #include <boost/asio.hpp>
  #include <boost/asio/ip/host_name.hpp>
  #include <cmath>
  #include <cstring>
  #include <iomanip>
  #include <iostream>
  #include <memory>
  #include <sstream>
  #include <vector>
  
  #include "absl/container/flat_hash_map.h"
  #include "nlohmann/json.hpp"
  #include "ray/util/logging.h"
  #include "ray/util/util.h"
  #include "spdlog/sinks/basic_file_sink.h"
  #include "spdlog/sinks/rotating_file_sink.h"
  #include "spdlog/spdlog.h"
  #include "src/ray/protobuf/event.pb.h"
  
  using json = nlohmann::json;
  
  namespace ray {
  
  #define RAY_EVENT(event_type, label)                                            \
    if (ray::RayEvent::IsLevelEnabled(                                            \
            ::ray::rpc::Event_Severity::Event_Severity_##event_type) ||           \
        ray::RayLog::IsLevelEnabled(ray::RayEvent::EventLevelToLogLevel(          \
            ::ray::rpc::Event_Severity::Event_Severity_##event_type)))            \
    ::ray::RayEvent(::ray::rpc::Event_Severity::Event_Severity_##event_type,      \
                    ray::RayEvent::EventLevelToLogLevel(                          \
                        ::ray::rpc::Event_Severity::Event_Severity_##event_type), \
                    label,                                                        \
                    __FILE__,                                                     \
                    __LINE__)
  
  // interface of event reporter
  class BaseEventReporter {
   public:
    virtual void Init() = 0;
  
    virtual void Report(const rpc::Event &event, const json &custom_fields) = 0;
  
    virtual void Close() = 0;
  
    virtual std::string GetReporterKey() = 0;
  };
  // responsible for writing event to specific file
  class LogEventReporter : public BaseEventReporter {
   public:
    LogEventReporter(rpc::Event_SourceType source_type,
                     const std::string &log_dir,
                     bool force_flush = true,
                     int rotate_max_file_size = 100,
                     int rotate_max_file_num = 20);
  
    virtual ~LogEventReporter();
  
   private:
    virtual std::string replaceLineFeed(std::string message);
  
    virtual std::string EventToString(const rpc::Event &event, const json &custom_fields);
  
    virtual void Init() override {}
  
    virtual void Report(const rpc::Event &event, const json &custom_fields) override;
  
    virtual void Close() override {}
  
    virtual void Flush();
  
    virtual std::string GetReporterKey() override { return "log.event.reporter"; }
  
   protected:
    std::string log_dir_;
    bool force_flush_;
    int rotate_max_file_size_;  // MB
    int rotate_max_file_num_;
  
    std::string file_name_;
  
    std::shared_ptr<spdlog::logger> log_sink_;
  };
  
  // store the reporters, add reporters and clean reporters
  class EventManager final {
   public:
    static EventManager &Instance();
  
    bool IsEmpty();
  
    // We added `const json &custom_fields` here because we need to support typed custom
    // fields.
    // TODO(SongGuyang): Remove the protobuf `rpc::Event` and use an internal struct
    // instead.
    void Publish(const rpc::Event &event, const json &custom_fields);
  
    // NOTE(ruoqiu) AddReporters, ClearPeporters (along with the Pushlish function) would
    // not be thread-safe. But we assume default initialization and shutdown are placed in
    // the construction and destruction of a resident class, or at the beginning and end of
    // a process.
    void AddReporter(std::shared_ptr<BaseEventReporter> reporter);
  
    void ClearReporters();
  
   private:
    EventManager();
  
    EventManager(const EventManager &manager) = delete;
  
    const EventManager &operator=(const EventManager &manager) = delete;
  
   private:
    absl::flat_hash_map<std::string, std::shared_ptr<BaseEventReporter>> reporter_map_;
  };
  
  // store the event context. Different workers of a process in core_worker have different
  // contexts, so a singleton of thread_local needs to be maintained
  class RayEventContext final {
   public:
    static RayEventContext &Instance();
  
    RayEventContext() {}
  
    void SetEventContext(
        rpc::Event_SourceType source_type,
        const absl::flat_hash_map<std::string, std::string> &custom_fields =
            absl::flat_hash_map<std::string, std::string>());
  
    // Only for test, isn't thread-safe with SetEventContext.
    void ResetEventContext();
  
    // If the key already exists, replace the value. Otherwise, insert a new item.
    void UpdateCustomField(const std::string &key, const std::string &value);
  
    // Update the `custom_fields` into the existing items.
    // If the key already exists, replace the value. Otherwise, insert a new item.
    void UpdateCustomFields(
        const absl::flat_hash_map<std::string, std::string> &custom_fields);
  
    inline void SetSourceType(rpc::Event_SourceType source_type) {
      source_type_ = source_type;
    }
  
    inline const rpc::Event_SourceType &GetSourceType() const { return source_type_; }
  
    inline const std::string &GetSourceHostname() const { return source_hostname_; }
  
    inline int32_t GetSourcePid() const { return source_pid_; }
  
    inline const absl::flat_hash_map<std::string, std::string> &GetCustomFields() const {
      return custom_fields_;
    }
  
    inline bool GetInitialzed() const {
      return source_type_ != rpc::Event_SourceType::Event_SourceType_COMMON;
    }
  
   private:
    static RayEventContext &GlobalInstance();
  
    RayEventContext(const RayEventContext &event_context) = delete;
  
    const RayEventContext &operator=(const RayEventContext &event_context) = delete;
  
    rpc::Event_SourceType source_type_ = rpc::Event_SourceType::Event_SourceType_COMMON;
    std::string source_hostname_ = boost::asio::ip::host_name();
    int32_t source_pid_ = getpid();
    absl::flat_hash_map<std::string, std::string> custom_fields_;
  
    static thread_local std::unique_ptr<RayEventContext> context_;
  
    // This is a global context copied from the first context created by `SetEventContext`.
    // We make this global context in order to get a basic context in other private threads.
    static std::unique_ptr<RayEventContext> global_context_;
    static std::atomic<bool> global_context_finished_setting_;
    static std::atomic<int> global_context_started_setting_;
  
    friend class RayEvent;
  };
  
  // when the RayEvent is deconstructed, the context information is obtained from the
  // RayEventContext, then the Event structure is generated and pushed to the EventManager
  // for sending
  class RayEvent {
   public:
    // We require file_name to be a string which has static storage before RayEvent
    // deconstructed. Otherwise we might have memory issues.
    RayEvent(rpc::Event_Severity severity,
             RayLogLevel log_severity,
             const std::string &label,
             const char *file_name,
             int line_number)
        : severity_(severity),
          log_severity_(log_severity),
          label_(label),
          file_name_(file_name),
          line_number_(line_number) {}
  
    template <typename T>
    RayEvent &operator<<(const T &t) {
      osstream_ << t;
      return *this;
    }
  
    /// Set custom field to current event.
    /// All the supported value type: `bool`, `int`, `unsigned int`, `float`, `double`,
    /// `std::string` and `nlohmann::json`.
    template <typename T>
    RayEvent &WithField(const std::string &key, const T &value) {
      custom_fields_[key] = value;
      return *this;
    }
  
    static void ReportEvent(const std::string &severity,
                            const std::string &label,
                            const std::string &message,
                            const char *file_name,
                            int line_number);
  
    /// Return whether or not the event level is enabled in current setting.
    ///
    /// \param event_level The input event level.
    /// \return True if input event level is not lower than the threshold.
    static bool IsLevelEnabled(rpc::Event_Severity event_level);
  
    static RayLogLevel EventLevelToLogLevel(const rpc::Event_Severity &severity);
  
    ~RayEvent();
  
   private:
    RayEvent() = default;
  
    void SendMessage(const std::string &message);
  
    RayEvent(const RayEvent &event) = delete;
  
    const RayEvent &operator=(const RayEvent &event) = delete;
  
    // Only for test
    static void SetLevel(const std::string &event_level);
  
    FRIEND_TEST(EventTest, TestLogLevel);
  
    FRIEND_TEST(EventTest, TestLogEvent);
  
   private:
    rpc::Event_Severity severity_;
    RayLogLevel log_severity_;
    std::string label_;
    const char *file_name_;
    int line_number_;
    json custom_fields_;
    std::ostringstream osstream_;
  };
  
  /// Ray Event initialization.
  ///
  /// This function should be called when the main thread starts.
  /// Redundant calls in other thread don't take effect.
  /// \param source_type The type of current process.
  /// \param custom_fields The global custom fields.
  /// \param log_dir The log directory to generate event subdirectory.
  /// \param event_level The input event level. It should be one of "info","warning",
  /// "error" and "fatal". You can also use capital letters for the options above.
  /// \return void.
  void RayEventInit(rpc::Event_SourceType source_type,
                    const absl::flat_hash_map<std::string, std::string> &custom_fields,
                    const std::string &log_dir,
                    const std::string &event_level = "warning");
  
  }  // namespace ray
  