Merge branch 'multibehavior_mono_multi_core' into 'master'

merge requested multibehavor_mono_multi_core

See merge request !20

src/users/broker.cpp

@@ -54,6 +54,7 @@ Broker::Broker(rapidjson::Document *user_description_file)
            PPK_ASSERT_ERROR(red_windows_list->have_no_common_element(yellow_windows_list),
                "Error red_windows field and yellow_windows field have at least one common element in their interval");
         }
+        state_automata = new DMWindowAutomata(dm_window,red_windows_list,yellow_windows_list);
 
         //seed  parameter parsing
         bool seed_defined = false;
@@ -163,8 +164,8 @@ Broker::Broker(rapidjson::Document *user_description_file)
                     seed_defined,
                     "No field 'seed' defined although dm_user_multi_behavior "
                     "needs it");
-                user = new DMUserMultiBehavior(name, param, dm_window,
-                    seed_generator(), yellow_windows_list, red_windows_list,
+                user = new DMUserMultiBehavior(name, param,
+                    seed_generator(), state_automata,
                     logger_user_stat);
             }
             /* Feedback user */

src/users/broker.hpp

@@ -66,4 +66,5 @@ private:
     /* (Optional) Red and Yellow windows for MultiBehavior DM users */
     DMWindow_list* red_windows_list=nullptr;
     DMWindow_list* yellow_windows_list = nullptr;
+    DMWindowAutomata* state_automata = nullptr;
 };
\ No newline at end of file

src/users/log_user_stat.cpp

@@ -3,10 +3,11 @@
 #include <utility>
 #include "../pempek_assert.hpp"
 BehaviorStat::BehaviorStat(
-    shared_ptr<Job> job, std::string behavior_name, long time_delayed){
+    shared_ptr<Job> job, std::string behavior_name, long time_delayed,double random_value){
     this->job = std::move(job);
     this->behavior_name = std::move(behavior_name);
     this->time_delayed = time_delayed;
+    this->random_value = random_value;
 }
 
 std::vector<std::string> BehaviorStat::split_id(){
@@ -30,8 +31,8 @@ boost::basic_format<char> BehaviorStat::format(){
     PPK_ASSERT_ERROR(splitting.size() >= 2,
         "Error logging the job behavior the job_id should be of the format"
         " user_id!job_id");
-    return boost::format("%1%,%2%,%3%,%4%,%5%\n") % splitting[0] % splitting[1]
-        % job->submission_time % behavior_name % time_delayed;
+    return boost::format("%1%,%2%,%3%,%4%,%5%,%6%\n") % splitting[0] % splitting[1]
+        % job->submission_time % behavior_name % time_delayed % random_value;
 }
 
 LoggerUserStat::LoggerUserStat(std::string log_folder){
@@ -41,10 +42,10 @@ LoggerUserStat::LoggerUserStat(std::string log_folder){
 }
 
 void LoggerUserStat::add_stat(
-      const shared_ptr<Job> & job,  std::string  behavior_name, const long time_delayed){
+      const shared_ptr<Job> & job,  std::string  behavior_name, const long time_delayed,const double random_value){
     //make a copy of the job info because it can change
     shared_ptr<Job> copy_job_ptr = std::make_shared<Job>(*job);
-    BehaviorStat to_add = BehaviorStat(copy_job_ptr, std::move(behavior_name), time_delayed);
+    BehaviorStat to_add = BehaviorStat(copy_job_ptr, std::move(behavior_name), time_delayed,random_value);
     behaviors.push_back(to_add);
     if (behaviors.size() >= write_threshold){
         log_stat();
@@ -63,7 +64,7 @@ void LoggerUserStat::log_stat(){
     if (put_header){
         /* first time we log we add the header and erase previous log */
         file.open(log_folder + "/user_stats_behaviors.csv");
-        file << "user,job_id,submission_time,behavior_name,time_delayed\n";
+        file << "user,job_id,submission_time,behavior_name,time_delayed,random_value_normalized\n";
         put_header = false;
     }
     else{

src/users/log_user_stat.hpp

@@ -12,9 +12,9 @@ struct BehaviorStat {
     shared_ptr <Job> job;
     std::string behavior_name;
     long time_delayed;
-
+    double random_value;
     BehaviorStat(shared_ptr <Job> job,
-                 std::string behavior_name, long time_delayed);
+                 std::string behavior_name, long time_delayed,double random_value);
     std::vector <std::string> split_id();
     boost::basic_format<char> format();
 };
@@ -23,7 +23,7 @@ class LoggerUserStat {
 public:
     LoggerUserStat(std::string log_folder);
     void add_stat(const shared_ptr <Job> & job,
-        std::string behavior_name, long time_delayed);
+        std::string behavior_name, long time_delayed, double random_value);
     void log_stat();
 
 protected:

src/users/user_windows.hpp

@@ -25,6 +25,29 @@ struct DMWindow_list
 };
 
 
+class StateAutomata {
+public:
+    virtual bool is_in_red_state(double date) = 0;
+    virtual bool is_in_yellow_state(double date) =0;
+    virtual bool has_red_state()=0;
+    virtual bool has_yellow_state()=0;
+    virtual ~StateAutomata();
+};
+
+class DMWindowAutomata: public StateAutomata {
+public:
+    DMWindowAutomata(DMWindow* dm_window,DMWindow_list* red_windows, DMWindow_list* yellow_windows);
+    bool is_in_yellow_state(double date);
+    bool is_in_red_state(double date);
+    bool has_yellow_state();
+    bool has_red_state();
+    ~DMWindowAutomata();
+private:
+
+    DMWindow* dm_window;
+    DMWindow_list* red_windows;
+    DMWindow_list* yellow_windows;
+};
 /**
  * @brief User class that adopts a different set of submission behaviors depending
  * on the energy state (red, yellow, green)
@@ -40,9 +63,8 @@ class DMUserMultiBehavior :  public DMUserRenonce,public DMUserReconfig,
 {
 public:
     DMUserMultiBehavior(
-            const std::string & name, const rapidjson::Value &param, DMWindow *window,
-            uint_fast32_t random_seed, DMWindow_list *yellow_windows,
-            DMWindow_list *red_windows, LoggerUserStat* logger);
+            const std::string & name, const rapidjson::Value &param,
+            uint_fast32_t random_seed, StateAutomata* state_automata, LoggerUserStat* logger);
     ~DMUserMultiBehavior();
     double next_submission();
     void jobs_to_submit(
@@ -50,21 +72,33 @@ public:
 
 
 protected:
-    enum  red_behavior {R_DEGRAD,R_RECONFIG,R_RENONCE,R_RIGID,R_C_YOU_LATER,R_TOTAL};
-    enum  yellow_behavior {Y_DEGRAD,Y_RECONFIG,Y_RIGID,Y_TOTAL};
-    DMWindow_list *yellow_windows;
-    DMWindow_list * red_windows;
+    enum  red_behavior_multi {R_RENONCE_MULTI,R_C_YOU_LATER_MULTI,R_DEGRAD_MULTI,
+        R_RECONFIG_MULTI,R_RIGID_MULTI,R_TOTAL_MULTI};
+    enum red_behavior_mono {R_RENONCE_MONO,R_C_YOU_LATER_MONO,R_DEGRAD_MONO,
+        R_RIGID_MONO,R_TOTAL_MONO};
+    enum  yellow_behavior_multi {Y_DEGRAD_MULTI,Y_RECONFIG_MULTI,Y_RIGID_MULTI,Y_TOTAL_MULTI};
+    enum  yellow_behavior_mono {Y_DEGRAD_MONO,Y_RIGID_MONO,Y_TOTAL_MONO};
+    StateAutomata* state_automata;
     std::mt19937 random_gen;
     std::uniform_real_distribution<double> distribution
             = std::uniform_real_distribution<double>(0.0, 1.0);
     LoggerUserStat *logger = nullptr ;
 
-    void init_prob(const rapidjson::Value &param, vector<double> &red_prob_array, vector<double> & yellow_prob_array);
-    bool is_in_yellow_window(double date);
-    bool is_in_red_window(double date);
-    void log_behavior(shared_ptr<Job>  & job,  std::string behavior_name, long delay_time);
-    bool rigid_job(shared_ptr<Job> job,Profile* profile);
-    bool C_you_later_job(double date, double next_time,shared_ptr<Job> job);
+    double parse_proba_param(const rapidjson::Value & param,
+        const std::vector<string> & config_param,std::vector<double> & probability_array,
+        const std::string & window_name, const std::string & type_prob_name);
+    void init_prob_mono_core(const rapidjson::Value &param,
+        vector<double> &red_prob_array, vector<double> & yellow_prob_array);
+    void init_prob_multi_core(const rapidjson::Value &param,
+        vector<double> &red_prob_array, vector<double> & yellow_prob_array);
+    void check_deprecated_param(const rapidjson::Value &param);
+    void log_behavior(shared_ptr<Job>  & job,  std::string behavior_name,
+        long delay_time,double random_value);
+    bool rigid_job(shared_ptr<Job> job,Profile* profile,double random_number);
+    bool degrad_space_job(shared_ptr<Job> & job,Profile* profile);
+    bool degrad_time_job(shared_ptr<Job> & job,Profile* profile, double random_number);
+    bool C_you_later_job(double date, double next_time,shared_ptr<Job> job,
+        double random_number);
 
     /**
      *  @brief function called each time the user want to submit a job
@@ -83,16 +117,28 @@ protected:
      *  (degrad,reconfig,renonce,rigid,see_you_later)
      *  following the provided probabilities given at the creation of the class
      */
-    bool red_window_behavior(double date,shared_ptr<Job> job, Profile *profile);
-
+    bool red_window_behavior(double date,shared_ptr<Job> & job, Profile *profile);
+    bool red_window_behavior_mono_core(double date,shared_ptr<Job> job,Profile *profile);
+    bool red_window_behavior_multi_core(double date,shared_ptr<Job> job, Profile *profile);
+    bool exec_red_behavior_multi(unsigned long behavior_number, double date,
+        shared_ptr<Job> job, Profile *profile,double random_number);
+    bool exec_red_behavior_mono(std::vector<double>::size_type behavior_number,
+        double date,shared_ptr<Job> job,Profile *profile,double random_number);
     /**
      *  @brief function called when the user submit a job in yellow state
      *  @details This function do the 3 behaviors for yellow windows (degrad,reconfig, rigid)
      *  following the provided probabilities given at the creation of the class
      */
-    bool yellow_window_behavior(shared_ptr<Job> job, Profile *profile);
-    std::vector<double> red_prob;
-    double red_prob_total;
-    std::vector<double> yellow_prob;
-    double yellow_prob_total;
+    bool yellow_window_behavior(shared_ptr<Job> & job, Profile *profile);
+    bool yellow_window_behavior_mono_core(shared_ptr<Job>job,Profile *profile);
+    bool yellow_window_behavior_multi_core(shared_ptr<Job> job,Profile *profile);
+    std::vector<double> red_prob_multi_core;
+    std::vector<double> red_prob_mono_core;
+    double red_prob_total_multi_core;
+    double red_prob_total_mono_core;
+    std::vector<double> yellow_prob_multi_core;
+    std::vector<double> yellow_prob_mono_core;
+    double yellow_prob_total_multi_core;
+    double yellow_prob_total_mono_core;
+
 };

test/expected_behavior_log/dm_user_multi_behavior_C_you_later_only_two_jobs-2machines_user_stats_behaviors.csv

-user,job_id,submission_time,behavior_name,time_delayed
-user14,0,0,C_you_later,3600
-user14,1,1000,rigid,0
-user14,0,3600,rigid,0
+user,job_id,submission_time,behavior_name,time_delayed,random_value_normalized
+user14,0,0,C_you_later,3600,0.511997
+user14,1,1000,rigid,0,1
+user14,0,3600,rigid,0,1

test/expected_behavior_log/dm_user_multi_behavior_small_workload_1-2machines_user_stats_behaviors.csv

-user,job_id,submission_time,behavior_name,time_delayed
-user18,1384,119976,rigid,0
-user18,1386,120259,rigid,0
-user18,1387,120441,rigid,0
-user18,1956,210993,consider_degrad,0
-user18,1956,210993,degrad,0
-user18,1962,211560,consider_reconfig,0
-user18,1962,211560,reconfig,0
-user15,2427,243133,renonce,0
-user15,2428,243374,rigid,0
-user15,2442,244342,renonce,0
-user15,2443,244436,C_you_later,3600
-user15,2443,248036,renonce,0
-user15,8596,730546,rigid,0
-user15,8597,730546,rigid,0
-user15,8598,730564,rigid,0
+user,job_id,submission_time,behavior_name,time_delayed,random_value_normalized
+user18,1384,119976,rigid,0,1
+user18,1386,120259,rigid,0,1
+user18,1387,120441,rigid,0,1
+user18,1956,210993,consider_degrad,0,0.511997
+user18,1956,210993,degrad,0,0.511997
+user18,1962,211560,consider_reconfig,0,0.759578
+user18,1962,211560,reconfig,0,0.759578
+user15,2427,243133,renonce,0,0.0894425
+user15,2428,243374,rigid,0,0.84728
+user15,2442,244342,renonce,0,0.108429
+user15,2443,244436,C_you_later,3600,0.317551
+user15,2443,248036,renonce,0,0.123269
+user15,8596,730546,rigid,0,1
+user15,8597,730546,rigid,0,1
+user15,8598,730564,rigid,0,1

test/expected_behavior_log/dm_user_multi_behavior_small_workload_2-2machines_user_stats_behaviors.csv

-user,job_id,submission_time,behavior_name,time_delayed
-user14,750,66346,consider_degrad,0
-user14,750,66346,rigid,0
-user14,751,66591,rigid,0
-user14,752,66767,consider_reconfig,0
-user14,752,66767,rigid,0
-user14,757,66895,consider_reconfig,0
-user14,757,66895,rigid,0
-user14,758,66959,consider_reconfig,0
-user14,758,66959,rigid,0
-user14,768,67537,consider_degrad,0
-user14,768,67537,rigid,0
-user14,781,67841,renonce,0
-user14,791,68068,C_you_later,3600
-user14,794,68149,renonce,0
-user14,795,68533,consider_degrad,0
-user14,795,68533,rigid,0
-user14,796,68771,rigid,0
-user14,797,68917,consider_degrad,0
-user14,797,68917,rigid,0
-user14,798,69021,renonce,0
-user14,799,69132,consider_reconfig,0
-user14,799,69132,rigid,0
-user14,800,69271,C_you_later,3600
-user14,804,69496,renonce,0
-user14,808,69608,consider_degrad,0
-user14,808,69608,rigid,0
-user14,809,69841,renonce,0
-user14,791,71668,C_you_later,3600
-user14,800,72871,rigid,0
-user14,791,75268,renonce,0
-user15,2427,243133,renonce,0
-user15,2428,243374,rigid,0
-user15,2442,244342,renonce,0
-user15,2443,244436,C_you_later,3600
-user15,2443,248036,renonce,0
-user14,2527,253799,consider_degrad,0
-user14,2527,253799,rigid,0
-user14,2528,253947,rigid,0
-user14,2529,254111,consider_degrad,0
-user14,2529,254111,rigid,0
-user14,2530,254200,C_you_later,3600
-user14,2531,254280,C_you_later,3600
-user14,2532,254392,rigid,0
-user14,2530,257800,consider_reconfig,0
-user14,2530,257800,rigid,0
-user14,2531,257880,renonce,0
-user14,4608,395007,rigid,0
-user14,4609,395237,rigid,0
-user14,4610,395415,rigid,0
-user14,5932,546452,rigid,0
-user14,5957,548896,rigid,0
-user15,8596,730546,rigid,0
-user15,8597,730546,rigid,0
-user15,8598,730564,rigid,0
+user,job_id,submission_time,behavior_name,time_delayed,random_value_normalized
+user14,750,66346,rigid,0,0.511997
+user14,751,66591,rigid,0,0.759578
+user14,752,66767,consider_degrad,0,0.0617387
+user14,752,66767,degrad_time,0,0.0617387
+user14,757,66895,consider_degrad,0,0.25666
+user14,757,66895,degrad_time,0,0.25666
+user14,758,66959,consider_degrad,0,0.0288913
+user14,758,66959,degrad_time,0,0.0288913
+user14,768,67537,C_you_later,3600,0.41498
+user14,781,67841,renonce,0,0.0138883
+user14,791,68068,renonce,0,0.245617
+user14,794,68149,renonce,0,0.0780841
+user14,795,68533,C_you_later,3600,0.486066
+user14,796,68771,rigid,0,0.842896
+user14,797,68917,consider_degrad,0,0.550123
+user14,797,68917,degrad_time,0,0.550123
+user14,798,69021,renonce,0,0.130532
+user14,799,69132,consider_degrad,0,0.706138
+user14,799,69132,degrad_time,0,0.706138
+user14,800,69271,C_you_later,3600,0.392056
+user14,804,69496,renonce,0,0.103097
+user14,808,69608,C_you_later,3600,0.496931
+user14,809,69841,renonce,0,0.0616779
+user14,768,71137,C_you_later,3600,0.385933
+user14,795,72133,rigid,0,0.930913
+user14,800,72871,renonce,0,0.0570942
+user14,808,73208,C_you_later,3600,0.437103
+user14,768,74737,rigid,0,0.835317
+user14,808,76808,C_you_later,3600,0.431309
+user14,808,80408,rigid,0,1
+user15,2427,243133,renonce,0,0.0894425
+user15,2428,243374,rigid,0,0.84728
+user15,2442,244342,renonce,0,0.108429
+user15,2443,244436,C_you_later,3600,0.317551
+user15,2443,248036,renonce,0,0.123269
+user14,2527,253799,C_you_later,3600,0.289445
+user14,2528,253947,C_you_later,3600,0.279545
+user14,2529,254111,rigid,0,0.99172
+user14,2530,254200,rigid,0,0.761117
+user14,2531,254280,renonce,0,0.175296
+user14,2532,254392,C_you_later,3600,0.305098
+user14,2527,257399,C_you_later,3600,0.314136
+user14,2528,257547,rigid,0,0.942189
+user14,2532,257992,rigid,0,0.999484
+user14,2527,260999,C_you_later,3600,0.424855
+user14,2527,264599,consider_degrad,0,0.542728
+user14,2527,264599,degrad_time,0,0.542728
+user14,4608,395007,rigid,0,1
+user14,4609,395237,rigid,0,1
+user14,4610,395415,rigid,0,1
+user14,5932,546452,rigid,0,1
+user14,5957,548896,rigid,0,1
+user15,8596,730546,rigid,0,1
+user15,8597,730546,rigid,0,1
+user15,8598,730564,rigid,0,1

test/expected_behavior_log/dm_user_multi_behavior_small_workload_3-2machines_user_stats_behaviors.csv

-user,job_id,submission_time,behavior_name,time_delayed
-user14,750,66346,consider_reconfig,0
-user14,750,66346,rigid,0
-user14,751,66591,rigid,0
-user14,752,66767,consider_reconfig,0
-user14,752,66767,rigid,0
-user14,757,66895,consider_degrad,0
-user14,757,66895,rigid,0
-user14,758,66959,rigid,0
-user14,768,67537,rigid,0
-user14,781,67841,rigid,0
-user14,791,68068,rigid,0
-user14,794,68149,rigid,0
-user14,795,68533,C_you_later,3600
-user14,796,68771,renonce,0
-user14,797,68917,rigid,0
-user14,798,69021,rigid,0
-user14,799,69132,rigid,0
-user14,800,69271,renonce,0
-user14,804,69496,rigid,0
-user14,808,69608,consider_degrad,0
-user14,808,69608,rigid,0
-user14,809,69841,rigid,0
-user14,795,72133,renonce,0
-user15,2427,243133,rigid,0
-user15,2428,243374,rigid,0
-user15,2442,244342,consider_reconfig,0
-user15,2442,244342,reconfig,0
-user15,2443,244436,rigid,0
-user14,2527,253799,rigid,0
-user14,2528,253947,rigid,0
-user14,2529,254111,rigid,0
-user14,2530,254200,rigid,0
-user14,2531,254280,rigid,0
-user14,2532,254392,rigid,0
-user14,4608,395007,rigid,0
-user14,4609,395237,rigid,0
-user14,4610,395415,rigid,0
-user14,5932,546452,rigid,0
-user14,5957,548896,rigid,0
-user15,8596,730546,rigid,0
-user15,8597,730546,rigid,0
-user15,8598,730564,rigid,0
+user,job_id,submission_time,behavior_name,time_delayed,random_value_normalized
+user14,750,66346,consider_degrad,0,0.147413
+user14,750,66346,degrad_time,0,0.147413
+user14,751,66591,rigid,0,0.859453
+user14,752,66767,consider_degrad,0,0.210227
+user14,752,66767,degrad_time,0,0.210227
+user14,757,66895,rigid,0,0.381665
+user14,758,66959,rigid,0,0.872203
+user14,768,67537,rigid,0,0.522806
+user14,781,67841,rigid,0,0.799089
+user14,791,68068,rigid,0,0.683179
+user14,794,68149,rigid,0,0.739145
+user14,795,68533,C_you_later,3600,0.230062
+user14,796,68771,renonce,0,0.112769
+user14,797,68917,rigid,0,0.736167
+user14,798,69021,rigid,0,0.987897
+user14,799,69132,rigid,0,0.58356
+user14,800,69271,renonce,0,0.0989069
+user14,804,69496,rigid,0,0.743174
+user14,808,69608,consider_degrad,0,0.300052
+user14,808,69608,degrad_time,0,0.300052
+user14,809,69841,rigid,0,0.759523
+user14,795,72133,renonce,0,0.0835616
+user15,2427,243133,rigid,0,0.904953
+user15,2428,243374,rigid,0,0.895299
+user15,2442,244342,consider_reconfig,0,0.622052
+user15,2442,244342,reconfig,0,0.622052
+user15,2443,244436,rigid,0,0.980728
+user14,2527,253799,rigid,0,0.911678
+user14,2528,253947,rigid,0,0.762554
+user14,2529,254111,rigid,0,0.742291
+user14,2530,254200,rigid,0,0.81427
+user14,2531,254280,rigid,0,0.897285
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+user14,4608,395007,rigid,0,1
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test/expected_behavior_log/dm_user_multi_behavior_small_workload_4-2machines_user_stats_behaviors.csv

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test/expected_behavior_log/dm_user_multi_behavior_small_workload_5-2machines_user_stats_behaviors.csv

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test/expected_log/dm_user_multi_behavior_small_workload_2-2machines_jobs.csv

 job_id,workload_name,profile,submission_time,requested_number_of_resources,requested_time,success,final_state,starting_time,execution_time,finish_time,waiting_time,turnaround_time,stretch,allocated_resources,consumed_energy,metadata
 750,user14,450,66346.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,66346.000000,450.000000,66796.000000,0.000000,450.000000,1.000000,0,50001.750000,""
 751,user14,210,66591.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,66591.000000,210.000000,66801.000000,0.000000,210.000000,1.000000,0,24283.312500,""
-768,user14,920,67537.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,67537.000000,920.000000,68457.000000,0.000000,920.000000,1.000000,0,118910.000000,""
-800,user14,550,72871.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,72871.000000,550.000000,73421.000000,0.000000,550.000000,1.000000,0,91196.875000,""
-752,user14,81540,66767.000000,1,163068.000000,1,COMPLETED_SUCCESSFULLY,66767.000000,81540.000000,148307.000000,0.000000,81540.000000,1.000000,0,12851601.187500,""
-799,user14,79590,69132.000000,1,159178.000000,1,COMPLETED_SUCCESSFULLY,69132.000000,79590.000000,148722.000000,0.000000,79590.000000,1.000000,0,12612521.437500,""
-808,user14,79440,69608.000000,1,158872.000000,1,COMPLETED_SUCCESSFULLY,69608.000000,79440.000000,149048.000000,0.000000,79440.000000,1.000000,0,12587459.437500,""
-757,user14,86140,66895.000000,1,172260.000000,1,COMPLETED_SUCCESSFULLY,66895.000000,86140.000000,153035.000000,0.000000,86140.000000,1.000000,0,13491525.250000,""
-758,user14,86130,66959.000000,1,172250.000000,1,COMPLETED_SUCCESSFULLY,66959.000000,86130.000000,153089.000000,0.000000,86130.000000,1.000000,0,13491168.750000,""
-795,user14,86130,68533.000000,1,172246.000000,1,COMPLETED_SUCCESSFULLY,68533.000000,86130.000000,154663.000000,0.000000,86130.000000,1.000000,0,13484441.250000,""
-796,user14,86120,68771.000000,1,172236.000000,1,COMPLETED_SUCCESSFULLY,68771.000000,86120.000000,154891.000000,0.000000,86120.000000,1.000000,0,13479814.250000,""
-797,user14,86130,68917.000000,1,172242.000000,1,COMPLETED_SUCCESSFULLY,68917.000000,86130.000000,155047.000000,0.000000,86130.000000,1.000000,0,13476616.875000,""
-2428,user15,18080,243374.000000,4,2592000.000000,1,COMPLETED_SUCCESSFULLY,243374.000000,18080.000000,261454.000000,0.000000,18080.000000,1.000000,0,2579768.562500,""
-2529,user14,38530,254111.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,254111.000000,38530.000000,292641.000000,0.000000,38530.000000,1.000000,0,5447505.250000,""
-2527,user14,86130,253799.000000,1,172242.000000,1,COMPLETED_SUCCESSFULLY,253799.000000,86130.000000,339929.000000,0.000000,86130.000000,1.000000,0,11603286.000000,""
-2528,user14,86120,253947.000000,1,172224.000000,1,COMPLETED_SUCCESSFULLY,253947.000000,86120.000000,340067.000000,0.000000,86120.000000,1.000000,0,11599902.125000,""
-2532,user14,86130,254392.000000,1,172242.000000,1,COMPLETED_SUCCESSFULLY,254392.000000,86130.000000,340522.000000,0.000000,86130.000000,1.000000,0,11585977.312500,""
-2530,user14,86120,257800.000000,1,172224.000000,1,COMPLETED_SUCCESSFULLY,257800.000000,86120.000000,343920.000000,0.000000,86120.000000,1.000000,0,11410457.187500,""
+768,user14,920,74737.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,74737.000000,920.000000,75657.000000,0.000000,920.000000,1.000000,0,145820.000000,""
+752,user14,81540,66767.000000,1,163068.000000,1,COMPLETED_SUCCESSFULLY,66767.000000,40770.000000,107537.000000,0.000000,40770.000000,1.000000,0,6280234.312500,""
+799,user14,79590,69132.000000,1,159178.000000,1,COMPLETED_SUCCESSFULLY,69132.000000,39795.000000,108927.000000,0.000000,39795.000000,1.000000,0,6199670.062500,""
+757,user14,86140,66895.000000,1,172260.000000,1,COMPLETED_SUCCESSFULLY,66895.000000,43070.000000,109965.000000,0.000000,43070.000000,1.000000,0,6625530.500000,""
+758,user14,86130,66959.000000,1,172250.000000,1,COMPLETED_SUCCESSFULLY,66959.000000,43065.000000,110024.000000,0.000000,43065.000000,1.000000,0,6626251.687500,""
+797,user14,86130,68917.000000,1,172242.000000,1,COMPLETED_SUCCESSFULLY,68917.000000,43065.000000,111982.000000,0.000000,43065.000000,1.000000,0,6639501.937500,""
+795,user14,86130,72133.000000,1,172246.000000,1,COMPLETED_SUCCESSFULLY,72133.000000,43065.000000,115198.000000,0.000000,43065.000000,1.000000,0,6570523.125000,""
+796,user14,86120,68771.000000,1,172236.000000,1,COMPLETED_SUCCESSFULLY,68771.000000,86120.000000,154891.000000,0.000000,86120.000000,1.000000,0,11600333.562500,""
+808,user14,79440,80408.000000,1,158872.000000,1,COMPLETED_SUCCESSFULLY,80408.000000,79440.000000,159848.000000,0.000000,79440.000000,1.000000,0,10394477.250000,""
+2428,user15,18080,243374.000000,4,2592000.000000,1,COMPLETED_SUCCESSFULLY,243374.000000,18080.000000,261454.000000,0.000000,18080.000000,1.000000,0,2497466.375000,""
+2529,user14,38530,254111.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,254111.000000,38530.000000,292641.000000,0.000000,38530.000000,1.000000,0,5345686.000000,""
+2532,user14,86130,257992.000000,1,172242.000000,1,COMPLETED_SUCCESSFULLY,257992.000000,43065.000000,301057.000000,0.000000,43065.000000,1.000000,0,5872471.875000,""
+2527,user14,86130,264599.000000,1,172242.000000,1,COMPLETED_SUCCESSFULLY,264599.000000,43065.000000,307664.000000,0.000000,43065.000000,1.000000,0,5722894.687500,""
+2530,user14,86120,254200.000000,1,172224.000000,1,COMPLETED_SUCCESSFULLY,254200.000000,86120.000000,340320.000000,0.000000,86120.000000,1.000000,0,10970135.000000,""
+2528,user14,86120,257547.000000,1,172224.000000,1,COMPLETED_SUCCESSFULLY,257547.000000,86120.000000,343667.000000,0.000000,86120.000000,1.000000,0,10847760.312500,""
 4609,user14,38730,395237.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,395237.000000,38730.000000,433967.000000,0.000000,38730.000000,1.000000,0,4721337.750000,""
 4608,user14,86120,395007.000000,1,172238.000000,1,COMPLETED_SUCCESSFULLY,395007.000000,86120.000000,481127.000000,0.000000,86120.000000,1.000000,0,10151734.625000,""
 4610,user14,86120,395415.000000,1,172222.000000,1,COMPLETED_SUCCESSFULLY,395415.000000,86120.000000,481535.000000,0.000000,86120.000000,1.000000,0,10150433.000000,""

test/expected_log/dm_user_multi_behavior_small_workload_3-2machines_jobs.csv

 job_id,workload_name,profile,submission_time,requested_number_of_resources,requested_time,success,final_state,starting_time,execution_time,finish_time,waiting_time,turnaround_time,stretch,allocated_resources,consumed_energy,metadata
-750,user14,450,66346.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,66346.000000,450.000000,66796.000000,0.000000,450.000000,1.000000,0,50001.750000,""
-751,user14,210,66591.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,66591.000000,210.000000,66801.000000,0.000000,210.000000,1.000000,0,24283.312500,""
+750,user14,450,66346.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,66346.000000,225.000000,66571.000000,0.000000,225.000000,1.000000,0,24145.312500,""
+751,user14,210,66591.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,66591.000000,210.000000,66801.000000,0.000000,210.000000,1.000000,0,22784.250000,""
 781,user14,290,67841.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,67841.000000,290.000000,68131.000000,0.000000,290.000000,1.000000,0,40063.812500,""
 768,user14,920,67537.000000,1,86400.000000,1,COMPLETED_SUCCESSFULLY,67537.000000,920.000000,68457.000000,0.000000,920.000000,1.000000,0,126127.437500,""
-804,user14,78610,69496.000000,1,157216.000000,1,COMPLETED_SUCCESSFULLY,69496.000000,78610.000000,148106.000000,0.000000,78610.000000,1.000000,0,14180850.062500,""
-752,user14,81540,66767.000000,1,163068.000000,1,COMPLETED_SUCCESSFULLY,66767.000000,81540.000000,148307.000000,0.000000,81540.000000,1.000000,0,14586045.750000,""
-799,user14,79590,69132.000000,1,159178.000000,1,COMPLETED_SUCCESSFULLY,69132.000000,79590.000000,148722.000000,0.000000,79590.000000,1.000000,0,14342154.375000,""
-808,user14,79440,69608.000000,1,158872.000000,1,COMPLETED_SUCCESSFULLY,69608.000000,79440.000000,149048.000000,0.000000,79440.000000,1.000000,0,14317560.375000,""
-757,user14,86140,66895.000000,1,172260.000000,1,COMPLETED_SUCCESSFULLY,66895.000000,86140.000000,153035.000000,0.000000,86140.000000,1.000000,0,15295116.812500,""
-758,user14,86130,66959.000000,1,172250.000000,1,COMPLETED_SUCCESSFULLY,66959.000000,86130.000000,153089.000000,0.000000,86130.000000,1.000000,0,15295550.062500,""
-791,user14,86130,68068.000000,1,172248.000000,1,COMPLETED_SUCCESSFULLY,68068.000000,86130.000000,154198.000000,0.000000,86130.000000,1.000000,0,15306226.312500,""
-794,user14,86120,68149.000000,1,172226.000000,1,COMPLETED_SUCCESSFULLY,68149.000000,86120.000000,154269.000000,0.000000,86120.000000,1.000000,0,15303880.812500,""
-797,user14,86130,68917.000000,1,172242.000000,1,COMPLETED_SUCCESSFULLY,68917.000000,86130.000000,155047.000000,0.000000,86130.000000,1.000000,0,15291615.937500,""
-798,user14,86140,69021.000000,1,172260.000000,1,COMPLETED_SUCCESSFULLY,69021.000000,86140.000000,155161.000000,0.000000,86140.000000,1.000000,0,15289720.187500,""
-809,user14,86140,69841.000000,1,172272.000000,1,COMPLETED_SUCCESSFULLY,69841.000000,86140.000000,155981.000000,0.000000,86140.000000,1.000000,0,15244331.500000,""
+752,user14,81540,66767.000000,1,163068.000000,1,COMPLETED_SUCCESSFULLY,66767.000000,40770.000000,107537.000000,0.000000,40770.000000,1.000000,0,7230866.625000,""
+808,user14,79440,69608.000000,1,158872.000000,1,COMPLETED_SUCCESSFULLY,69608.000000,39720.000000,109328.000000,0.000000,39720.000000,1.000000,0,7152177.000000,""
+804,user14,78610,69496.000000,1,157216.000000,1,COMPLETED_SUCCESSFULLY,69496.000000,78610.000000,148106.000000,0.000000,78610.000000,1.000000,0,13600625.125000,""
+799,user14,79590,69132.000000,1,159178.000000,1,COMPLETED_SUCCESSFULLY,69132.000000,79590.000000,148722.000000,0.000000,79590.000000,1.000000,0,13755955.125000,""
+757,user14,86140,66895.000000,1,172260.000000,1,COMPLETED_SUCCESSFULLY,66895.000000,86140.000000,153035.000000,0.000000,86140.000000,1.000000,0,14706533.687500,""
+758,user14,86130,66959.000000,1,172250.000000,1,COMPLETED_SUCCESSFULLY,66959.000000,86130.000000,153089.000000,0.000000,86130.000000,1.000000,0,14706966.937500,""
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