From 3dd9913af614aab544ac3d4ddddb4ef3adb7db71 Mon Sep 17 00:00:00 2001
From: Manos <manos@delkappa.com>
Date: Wed, 29 Sep 2021 12:58:40 +0200
Subject: [PATCH] code: Ready to experiment

---
 code/expt/bgt_cmp_copenhagen.py | 20 ++++++++++++++------
 1 file changed, 14 insertions(+), 6 deletions(-)

diff --git a/code/expt/bgt_cmp_copenhagen.py b/code/expt/bgt_cmp_copenhagen.py
index 6ede6b6..cd9c0c4 100644
--- a/code/expt/bgt_cmp_copenhagen.py
+++ b/code/expt/bgt_cmp_copenhagen.py
@@ -59,18 +59,20 @@ def main(args):
   mae_a = np.zeros(len(lmdks_pct))
   mae_evt = np.zeros(len(lmdks_pct))
   mae_usr = np.zeros(len(lmdks_pct))
+
   for i, pct in enumerate(lmdks_pct):
     # Find landmarks
-    # lmdks = lmdk_lib.find_lmdks_tim(lmdk_data, seq, uid, pct)
     lmdks = lmdk_lib.find_lmdks_cont(lmdk_data, seq, uid, pct)
 
     for _ in range(args.iter):
       # Skip
-      rls_data_s, _ = lmdk_bgt.skip_cont(seq, lmdks, epsilon)
+      rls_data_s, bgts_s = lmdk_bgt.skip_cont(seq, lmdks, epsilon)
+      # lmdk_bgt.validate_bgts(seq, lmdks, epsilon, bgts_s)
       mae_s[i] += lmdk_bgt.mae_cont(rls_data_s)/args.iter
 
       # Uniform
-      rls_data_u, _ = lmdk_bgt.uniform_cont(seq, lmdks, epsilon)
+      rls_data_u, bgts_u = lmdk_bgt.uniform_cont(seq, lmdks, epsilon)
+      # lmdk_bgt.validate_bgts(seq, lmdks, epsilon, bgts_u)
       mae_u[i] += lmdk_bgt.mae_cont(rls_data_u)/args.iter
 
       # Adaptive
@@ -78,10 +80,14 @@ def main(args):
       mae_a[i] += lmdk_bgt.mae_cont(rls_data_a)/args.iter
 
       # Event
-      rls_data_evt, _ = lmdk_bgt.uniform_cont(seq, lmdk_lib.find_lmdks_cont(lmdk_data, seq, uid, 0), epsilon)
+      # Calculate once
+      if i == 0:
+        rls_data_evt, _ = lmdk_bgt.uniform_cont(seq, lmdk_lib.find_lmdks_cont(lmdk_data, seq, uid, 0), epsilon)
       mae_evt[i] += lmdk_bgt.mae_cont(rls_data_evt)/args.iter
       # User
-      rls_data_usr, _ = lmdk_bgt.uniform_cont(seq, lmdk_lib.find_lmdks_cont(lmdk_data, seq, uid, 100), epsilon)
+      # Calculate once
+      if i == 0:
+        rls_data_usr, _ = lmdk_bgt.uniform_cont(seq, lmdk_lib.find_lmdks_cont(lmdk_data, seq, uid, 100), epsilon)
       mae_usr[i] += lmdk_bgt.mae_cont(rls_data_usr)/args.iter
 
   plt.plot(
@@ -89,12 +95,14 @@ def main(args):
     mae_evt,
     linewidth=lmdk_lib.line_width
   )
+  plt.text(x_i[-1], mae_evt[-1], '        event')
 
   plt.plot(
     x_i,
     mae_usr,
     linewidth=lmdk_lib.line_width
   )
+  plt.text(x_i[-1], mae_usr[-1], '        user')
 
   plt.bar(
     x_i + x_offset,
@@ -121,7 +129,7 @@ def main(args):
   )
   x_offset += bar_width
 
-  path = str('rslt/bgt_cmp/' + d)
+  path = str('../../rslt/bgt_cmp/' + d)
   # Plot legend
   lmdk_lib.plot_legend()
   # # Show plot