Updated base configuration files to work without modifications

Author: bozo-bud

data/json_input/example_mods/default_mod_format.json

@@ -0,0 +1,74 @@
+{
+  "default": {
+    "25": {
+      "QPSK": {
+        "max_length": 22160,
+        "slots_needed": 1
+      },
+      "16-QAM": {
+        "max_length": 9500,
+        "slots_needed": 1
+      },
+      "64-QAM": {
+        "max_length": 3664,
+        "slots_needed": 1
+      }
+    },
+    "50": {
+      "QPSK": {
+        "max_length": 11080,
+        "slots_needed": 2
+      },
+      "16-QAM": {
+        "max_length": 4750,
+        "slots_needed": 1
+      },
+      "64-QAM": {
+        "max_length": 1832,
+        "slots_needed": 1
+      }
+    },
+    "100": {
+      "QPSK": {
+        "max_length": 5540,
+        "slots_needed": 4
+      },
+      "16-QAM": {
+        "max_length": 2375,
+        "slots_needed": 2
+      },
+      "64-QAM": {
+        "max_length": 916,
+        "slots_needed": 2
+      }
+    },
+    "200": {
+      "QPSK": {
+        "max_length": 2770,
+        "slots_needed": 8
+      },
+      "16-QAM": {
+        "max_length": 1187,
+        "slots_needed": 4
+      },
+      "64-QAM": {
+        "max_length": 458,
+        "slots_needed": 3
+      }
+    },
+    "400": {
+      "QPSK": {
+        "max_length": 1385,
+        "slots_needed": 16
+      },
+      "16-QAM": {
+        "max_length": 594,
+        "slots_needed": 8
+      },
+      "64-QAM": {
+        "max_length": 229,
+        "slots_needed": 6
+      }
+    }
+  }
+}

ini/example_ini/cross_platform.ini

@@ -1,38 +1,45 @@
 [general_settings]
-mod_assumption = yue_thesis
-mod_assumption_path = None
-holding_time = 5
-erlangs = {'start': 250, 'stop': 300, 'step': 50}
-thread_erlangs = False
+holding_time = 0.2
+mod_assumption = default
+mod_assumption_path = data\\json_input\\example_mods\\default_mod_format.json
+
+erlang_start = 300
+erlang_stop = 1200
+erlang_step = 300
+
+max_iters = 4
 guard_slots = 1
-num_requests = 1000
-request_distribution = {"25": 0.1, "50": 0.4, "100": 0.5, "200": 0.0, "400": 0.0,}
-max_iters = 1
-max_segments = 1
+max_segments = 4
+thread_erlangs = False
 dynamic_lps = False
+fixed_grid = False
+pre_calc_mod_selection = False
+spectrum_priority = None
+
+num_requests = 500
+request_distribution = {"25": 0.10, "50": 0.10, "100": 0.50, "200": 0.20, "400": 0.10}
 allocation_method = first_fit
-k_paths = 3
+k_paths=4
 route_method = k_shortest_path
+
 save_snapshots = False
 snapshot_step = 10
-print_step = 1
-fixed_grid = False
-pre_calc_mod_selection = False
-save_step = 1
+print_step = 15
+# todo: update save step on unity
+save_step = 10
 save_start_end_slots = False
-spectrum_priority = None
-
-[spectrum_settings]
-c_band = 128
 
 [topology_settings]
 network = NSFNet
 bw_per_slot = 12.5
-cores_per_link = 4
+cores_per_link = 3
 const_link_weight = False
 is_only_core_node = True
 multi_fiber = False
 
+[spectrum_settings]
+c_band = 320
+
 [snr_settings]
 snr_type = None
 xt_type = without_length
@@ -46,40 +53,59 @@ xt_noise = False
 requested_xt = {"QPSK": -26.19, "16-QAM": -36.69, "64-QAM": -41.69}
 
 [rl_settings]
+obs_space = obs_3
+n_trials = 1
 device = cpu
-optimize = False
+optimize_hyperparameters = False
+optuna_trials = 1
 is_training = True
-path_algorithm = ucb_bandit
-path_model = greedy_bandit/NSFNet/0617/16_47_22_694727/state_vals_e750.0_routes_c4.json
+
+path_algorithm = epsilon_greedy_bandit
+path_model = None
 core_algorithm = first_fit
-core_model = greedy_bandit/NSFNet/0617/16_57_13_315030/state_vals_e750.0_cores_c4.json
+core_model = None
 spectrum_algorithm = first_fit
-spectrum_model = ppo/NSFNet/0512/12_57_55_484293
-# Only for DRL
+spectrum_model = None
+
 render_mode = None
 super_channel_space = 3
-# Only for q-learning
-learn_rate = 0.01
-discount_factor = 0.95
-epsilon_start = 0.2
-epsilon_end = 0.05
+
+alpha_start = 0.000215
+alpha_end = 0.000215
+alpha_update = linear_decay
+
+gamma = 0.1
+
+epsilon_start = 0.01
+epsilon_end = 0.01
+
+epsilon_update = exp_decay
+
+# TODO: (drl_path_agents) This is hard coded at the moment
+path_levels = 2
+decay_rate = 0.4
+
+feature_extractor = path_gnn
+gnn_type = graph_conv
+layers = 2
+emb_dim = 64
+heads = 4
+
+conf_param = 2
+cong_cutoff = 0.9
+
 reward = 1
-penalty = -100
+penalty = -10
 dynamic_reward = False
-# TODO: Sim helpers has not been updated for this! (Only support for 2)
-path_levels = 2
-decay_factor = 0.01
 core_beta = 0.1
-gamma = 0.1
 
 [ml_settings]
 deploy_model = False
 output_train_data = False
 ml_training = False
-ml_model = decision_tree
-train_file_path = Pan-European/0531/22_00_16_630834
-# train_file_path = USNet/0531/21_16_21_157019
+ml_model = None
+train_file_path = None
 test_size = 0.3
 
 [file_settings]
-file_type = json
+file_type = json

ini/example_ini/example_config.ini

@@ -1,46 +1,44 @@
-# TODO: (version 5.5-6) This config.ini is outdated
-
 [general_settings]
 holding_time = 0.2
-mod_assumption = your_mod_assumption
-mod_assumption_path = run_mods
+mod_assumption = default
+mod_assumption_path = data\\json_input\\example_mods\\default_mod_format.json
 
-erlang_start = 50
-erlang_stop = 150
-erlang_step = 50
+erlang_start = 300
+erlang_stop = 1200
+erlang_step = 300
 
-max_iters = 2
+max_iters = 4
 guard_slots = 1
-max_segments = 1
+max_segments = 4
 thread_erlangs = False
 dynamic_lps = False
 fixed_grid = False
 pre_calc_mod_selection = False
 spectrum_priority = None
 
-num_requests = 2000
-request_distribution = {"25": 0.0, "50": 0.3, "100": 0.5, "200": 0.2, "400": 0.0}
-
+num_requests = 500
+request_distribution = {"25": 0.10, "50": 0.10, "100": 0.50, "200": 0.20, "400": 0.10}
 allocation_method = first_fit
-k_paths=3
+k_paths=4
 route_method = k_shortest_path
 
 save_snapshots = False
 snapshot_step = 10
-print_step = 1
-save_step = 1
+print_step = 15
+# todo: update save step on unity
+save_step = 10
 save_start_end_slots = False
 
 [topology_settings]
 network = NSFNet
 bw_per_slot = 12.5
-cores_per_link = 1
+cores_per_link = 3
 const_link_weight = False
 is_only_core_node = True
 multi_fiber = False
 
 [spectrum_settings]
-c_band = 128
+c_band = 320
 
 [snr_settings]
 snr_type = None
@@ -55,12 +53,14 @@ xt_noise = False
 requested_xt = {"QPSK": -26.19, "16-QAM": -36.69, "64-QAM": -41.69}
 
 [rl_settings]
-n_trials = 2
+obs_space = obs_3
+n_trials = 1
 device = cpu
-optimize = False
+optimize_hyperparameters = False
+optuna_trials = 1
 is_training = True
 
-path_algorithm = ppo
+path_algorithm = epsilon_greedy_bandit
 path_model = None
 core_algorithm = first_fit
 core_model = None
@@ -70,18 +70,29 @@ spectrum_model = None
 render_mode = None
 super_channel_space = 3
 
-alpha_start = 0.1
-alpha_end = 0.01
+alpha_start = 0.000215
+alpha_end = 0.000215
 alpha_update = linear_decay
 
 gamma = 0.1
 
-epsilon_start = 0.0
-epsilon_end = 0.0
-epsilon_update = linear_decay
+epsilon_start = 0.01
+epsilon_end = 0.01
+
+epsilon_update = exp_decay
 
+# TODO: (drl_path_agents) This is hard coded at the moment
 path_levels = 2
-decay_factor = 0.01
+decay_rate = 0.4
+
+feature_extractor = path_gnn
+gnn_type = graph_conv
+layers = 2
+emb_dim = 64
+heads = 4
+
+conf_param = 2
+cong_cutoff = 0.9
 
 reward = 1
 penalty = -10
@@ -98,4 +109,3 @@ test_size = 0.3
 
 [file_settings]
 file_type = json
-