diff --git a/REINFORCE_DATA_event_0.txt b/REINFORCE_DATA_event_0.txt
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..db8430cda446fdd81ffd26b162aa20e4a48e8dce 100644
--- a/REINFORCE_DATA_event_0.txt
+++ b/REINFORCE_DATA_event_0.txt
@@ -0,0 +1,1195 @@
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diff --git a/REINFORCE_DATA_event_orca6_0.txt b/REINFORCE_DATA_event_orca6_0.txt
index dc5331a23b4759b08ebc420783ab564ba013933f..db8430cda446fdd81ffd26b162aa20e4a48e8dce 100644
--- a/REINFORCE_DATA_event_orca6_0.txt
+++ b/REINFORCE_DATA_event_orca6_0.txt
@@ -1,1202 +1,1195 @@
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diff --git a/REINFORCE_DATA_event_orca6_1.txt b/REINFORCE_DATA_event_orca6_1.txt
index a2e60c7a60d080c6a0158193525ce7e6c0d46a2d..9ddb939db8012bd4dc5847032b2e7ec0792e620c 100644
--- a/REINFORCE_DATA_event_orca6_1.txt
+++ b/REINFORCE_DATA_event_orca6_1.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_10.txt b/REINFORCE_DATA_event_orca6_10.txt
index 8f2ef9af820b785f87b64f8196da5eca41464ad2..5ae0d21551cea64c218afc1238002431390f4008 100644
--- a/REINFORCE_DATA_event_orca6_10.txt
+++ b/REINFORCE_DATA_event_orca6_10.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_11.txt b/REINFORCE_DATA_event_orca6_11.txt
index 02ab97d9c58310f6b28e16ff35801b4b45dda555..ab6a22cbc7bafa92ff0e5a67510687e9ffb32fd7 100644
--- a/REINFORCE_DATA_event_orca6_11.txt
+++ b/REINFORCE_DATA_event_orca6_11.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_12.txt b/REINFORCE_DATA_event_orca6_12.txt
index 43c9fb5d55a3bf7fe418f6fbe4be386b06073347..c48505a3b63b97694f024a311df98cd651f29280 100644
--- a/REINFORCE_DATA_event_orca6_12.txt
+++ b/REINFORCE_DATA_event_orca6_12.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_13.txt b/REINFORCE_DATA_event_orca6_13.txt
index 8f986392af09d4ab3dedbfe7edc883d4ff8e064a..79b2df0028b52b19780a6b1ec79c1e67d4180e19 100644
--- a/REINFORCE_DATA_event_orca6_13.txt
+++ b/REINFORCE_DATA_event_orca6_13.txt
@@ -1,1019 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_14.txt b/REINFORCE_DATA_event_orca6_14.txt
index 0a2b3c978efb7cb0c59887ad762d2bfcb04d1eb1..189afe635eec120b73cc0faedb4f3d559a90e517 100644
--- a/REINFORCE_DATA_event_orca6_14.txt
+++ b/REINFORCE_DATA_event_orca6_14.txt
@@ -1,797 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_15.txt b/REINFORCE_DATA_event_orca6_15.txt
index 9947214b677f0382f12adc06f696a62852f01b5d..2c2c16df60b4e80bafe22aecb22977884ab252bf 100644
--- a/REINFORCE_DATA_event_orca6_15.txt
+++ b/REINFORCE_DATA_event_orca6_15.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_16.txt b/REINFORCE_DATA_event_orca6_16.txt
index eaae6e963a6fa98f786089a7efcaab6c07532654..ae1666337a1ae48f1f43b0fb2f76bb32aaac51ea 100644
--- a/REINFORCE_DATA_event_orca6_16.txt
+++ b/REINFORCE_DATA_event_orca6_16.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_17.txt b/REINFORCE_DATA_event_orca6_17.txt
index d583ae1873dae0cef8928ddae94db755af32e0d9..63a4fbd62046f76aa50b6bf9742e47b3a0085087 100644
--- a/REINFORCE_DATA_event_orca6_17.txt
+++ b/REINFORCE_DATA_event_orca6_17.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_18.txt b/REINFORCE_DATA_event_orca6_18.txt
index cad6850dfb936618f0258b06bf9236ec67f41ac3..2fbfd2eab7fd62489d5da6936a637ff81150be8e 100644
--- a/REINFORCE_DATA_event_orca6_18.txt
+++ b/REINFORCE_DATA_event_orca6_18.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_19.txt b/REINFORCE_DATA_event_orca6_19.txt
index 2ceb3ed7299036161a79405eae835995a0518e15..56c422e065786f4c6fcd815c57a90956ff638d35 100644
--- a/REINFORCE_DATA_event_orca6_19.txt
+++ b/REINFORCE_DATA_event_orca6_19.txt
@@ -1,595 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_2.txt b/REINFORCE_DATA_event_orca6_2.txt
index 1100fff0bcab6a0869f564d2135f48e188ec5979..c8cdb1447fc6cc77e3c375abd1af2223fa960d29 100644
--- a/REINFORCE_DATA_event_orca6_2.txt
+++ b/REINFORCE_DATA_event_orca6_2.txt
@@ -1,859 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_20.txt b/REINFORCE_DATA_event_orca6_20.txt
index ac704f65d2db8b4576534583c54eabd319e90a5f..99c838abe9ce6394cbcf86d8d992f5378bcfb1db 100644
--- a/REINFORCE_DATA_event_orca6_20.txt
+++ b/REINFORCE_DATA_event_orca6_20.txt
@@ -1,1156 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_21.txt b/REINFORCE_DATA_event_orca6_21.txt
index 1f0111e7b4b2b60c12d728d1af5cf96516e6161c..da6094be5331bd424a9bbff3125d33bba174bdf6 100644
--- a/REINFORCE_DATA_event_orca6_21.txt
+++ b/REINFORCE_DATA_event_orca6_21.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_22.txt b/REINFORCE_DATA_event_orca6_22.txt
index 2268ca1fd4c31cc7c568f2ef0ce8c61d0378df49..5cd6eb4fe31ebf6a363322bd3089eb05e84f6d31 100644
--- a/REINFORCE_DATA_event_orca6_22.txt
+++ b/REINFORCE_DATA_event_orca6_22.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_23.txt b/REINFORCE_DATA_event_orca6_23.txt
index d0027ecf2ec9cf2b4ac29ec8b4dcf8b75e85da34..c4646d8e8c7565aef69932a48d56885e5fd6ec05 100644
--- a/REINFORCE_DATA_event_orca6_23.txt
+++ b/REINFORCE_DATA_event_orca6_23.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_24.txt b/REINFORCE_DATA_event_orca6_24.txt
index 6bb738e31770385813c92cb432ecb019233a977d..6def0c81071ad38ed66825a96cce061d5ed247a8 100644
--- a/REINFORCE_DATA_event_orca6_24.txt
+++ b/REINFORCE_DATA_event_orca6_24.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_3.txt b/REINFORCE_DATA_event_orca6_3.txt
index 8f36acaafa5a6ed35a5dadbc64eea5a3d3d4cce5..01e893d9c4f6a4464750252a2bfafd1b6edbdb66 100644
--- a/REINFORCE_DATA_event_orca6_3.txt
+++ b/REINFORCE_DATA_event_orca6_3.txt
@@ -1,1199 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_4.txt b/REINFORCE_DATA_event_orca6_4.txt
index edd38ebcc6632c80545e894612f6b7fac636290d..bd1f45507afbc6384a3c82176cc2c4b5058ed424 100644
--- a/REINFORCE_DATA_event_orca6_4.txt
+++ b/REINFORCE_DATA_event_orca6_4.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_5.txt b/REINFORCE_DATA_event_orca6_5.txt
index c09ab2eb7e2f83a9a318e3798b859ba6dc3286d5..cb7afc0d15fbf88fb31df9fc37951a614ee7220e 100644
--- a/REINFORCE_DATA_event_orca6_5.txt
+++ b/REINFORCE_DATA_event_orca6_5.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_6.txt b/REINFORCE_DATA_event_orca6_6.txt
index 9cea80f20f179e2ede5e3fdb34c2e7e1ef1b223d..be7e799c9134ab587cf943be9da4fda71d5cebe4 100644
--- a/REINFORCE_DATA_event_orca6_6.txt
+++ b/REINFORCE_DATA_event_orca6_6.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_7.txt b/REINFORCE_DATA_event_orca6_7.txt
index 642a39a89b504a238d9cc7add6435c9c2e268324..01e721a8fe8806cce880c7efa99b0102c356872d 100644
--- a/REINFORCE_DATA_event_orca6_7.txt
+++ b/REINFORCE_DATA_event_orca6_7.txt
@@ -1,1096 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_8.txt b/REINFORCE_DATA_event_orca6_8.txt
index 7aa767fc857aba1906e324a7808aff5e85374bb7..3d2510e1a2c723e3f2de105154c8f89b75927c94 100644
--- a/REINFORCE_DATA_event_orca6_8.txt
+++ b/REINFORCE_DATA_event_orca6_8.txt
@@ -1,587 +1,1202 @@
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diff --git a/REINFORCE_DATA_event_orca6_9.txt b/REINFORCE_DATA_event_orca6_9.txt
index 9200a4294ec2979d4db63b08ddfd27450666e5ac..323789a5d7a580f9ffd24851e89f24d9c63946a7 100644
--- a/REINFORCE_DATA_event_orca6_9.txt
+++ b/REINFORCE_DATA_event_orca6_9.txt
@@ -1,1202 +1,1202 @@
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diff --git a/REINFORCE_Timeslices.py b/REINFORCE_Timeslices.py
index 9abe2f93e5ae314ba15cd3d4235f994e65631686..9be2e4e3da32e2c4b3fa0c11be18d28c5fe59a97 100755
--- a/REINFORCE_Timeslices.py
+++ b/REINFORCE_Timeslices.py
@@ -26,17 +26,39 @@ from datetime import datetime, timedelta, time
EventFile.read_timeslices = True
EventFile.timeslice_treename = "KM3NET_TIMESLICE_SN"
-
+def plot(x, y, figname):
+ fig = plt.figure()
+ plt.plot(x, y, linestyle = 'None', marker = 'o')
+ v = [min(TIME), max(TIME), 190e3, 350e3]#220000, 310000]
+ plt.axis(v)
+ plt.xlabel(r'Time [s]', size = 20)
+ plt.ylabel(r'Rate [kHZ]', size = 20)
+ plt.xticks([0,10,20,30, 40,50,60, 70,80, 90,100,110, 120], size=20)
+ plt.yticks([190e3,200e3,210e3, 220e3,230e3,240e3,250e3,260e3,270e3,280e3,290e3,300e3,310e3,320e3,330e3,340e3,350e3],['190', '200', '210','220','230','240','250','260','270','280','290','300','310', '320', '330', '340','350'],size=20)
+ plt.grid()
+ plt.savefig(("plots/"+figname+".png"))
+ plt.savefig(("plots/"+figname+".pdf"))
+ plt.clf()
+
+def pmt_rates_max_in_ring(dict_pmt_rates_input, ring):
+ '''Select on PMTs in one ring, return a sorted dictionary (largest rates to lowest) .'''
+ assert(ring in ['A', 'B', 'C', 'D', 'E', 'F'])
+ dict_pmt_rates_in_ring = {k: v for k, v in dict_pmt_rates_input.items() if k in dict_ring_pmts[ring]}
+ #sorted_dict_pmt_rates = {k: v for k, v in sorted(dict_pmt_rates_in_ring.items(), key=lambda item: item[1], reverse=True)}
+ #return sorted_dict_pmt_rates
+ out = dict_pmt_rates_in_ring[max(dict_pmt_rates_in_ring.keys(), key=lambda k: dict_pmt_rates_in_ring[k])]
+ print("pmt rates max in ring", out)
+ return out
# files on cc-lyon:
#filename="/sps/km3net/users/gdewasse/L0-files/KM3NeT_00000029_00002984.root"
#detxname="/pbs/throng/km3net/detectors/KM3NeT_00000029_20170920.detx"
# files on marantares2:
-filename="/baie/huang/data/KM3NeT_00000049_00009050.root"
-detxname="/baie/huang/data/KM3NeT_00000049_20200210.detx"
-#filename="/baie/huang/data/L0-files/KM3NeT_00000029_00002984.root"
-#detxname="/baie/huang/data/L0-files/KM3NeT_00000029_20170920.detx"
+#filename="/baie/huang/data/KM3NeT_00000049_00009050.root"
+#detxname="/baie/huang/data/KM3NeT_00000049_20200210.detx"
+filename="/baie/huang/data/L0-files/KM3NeT_00000029_00002984.root"
+detxname="/baie/huang/data/L0-files/KM3NeT_00000029_20170920.detx"
det = Det(detxname)
f = EventFile(filename) #3094 - 2984 #Feel free to add more runs!
@@ -49,11 +71,18 @@ df_pmt_channel_id = pd.DataFrame( [['A', 'A1', 22],
['F', 'F1', 9 ], ['F', 'F2', 8 ], ['F', 'F3', 4 ], ['F', 'F4', 0 ], ['F', 'F5', 5 ], ['F', 'F6', 7 ]],
columns=('ring', 'PMT_position', 'channel_id'))
-dict_pmt_channel_id = {22: 'A1' , 14:'B1', 19:'B2', 25:'B3', 24:'B4', 26:'B5', 18:'B6',
- 13:'C1', 21:'C2', 29:'C3', 28:'C4', 20:'C5', 17:'C6',
- 12:'D1', 15:'D2', 23:'D3', 30:'D4', 27:'D5', 16:'D6',
- 10:'E1', 6 :'E2', 3 :'E3', 2 :'E4', 1 :'E5', 11:'E6',
- 9 :'F1', 8 :'F2', 4 :'F3', 0 :'F4', 5 :'F5', 7 :'F6'}
+# dict of PMT positions and channel IDs (channel_id: PMT ring position)
+dict_PMT_ring_channel_id = {22:'A1', 14:'B1', 19:'B2', 25:'B3', 24:'B4', 26:'B5', 18:'B6',
+ 13:'C1', 21:'C2', 29:'C3', 28:'C4', 20:'C5', 17:'C6',
+ 12:'D1', 15:'D2', 23:'D3', 30:'D4', 27:'D5', 16:'D6',
+ 10:'E1', 6 :'E2', 3 :'E3', 2 :'E4', 1 :'E5', 11:'E6',
+ 9 :'F1', 8 :'F2', 4 :'F3', 0 :'F4', 5 :'F5', 7 :'F6'}
+# dict of the PMTs in each ring (ring: PMT channel IDs)
+dict_ring_pmts = {'A': [22], 'B': [14, 19, 25, 24, 26, 18],
+ 'C': [13, 21, 29, 28, 20, 17],
+ 'D': [12, 15, 23, 30, 27, 16],
+ 'E': [10, 6, 3, 2, 1, 11],
+ 'F': [9 , 8, 4, 0, 5, 7]}
R = []
@@ -63,12 +92,21 @@ Rsum = []
TIME = []
RR = []
RR2 = []
+R_A1 = []
+# max PMT rate in each ring:
+R_max_ring_B=[]
+R_max_ring_C=[]
+R_max_ring_D=[]
+R_max_ring_E=[]
+R_max_ring_F=[]
RR3 = []
+RR_A1 = []
RSUM = []
T = []
DATE = []
i = 0
select_dom_id = 808982077 #if dom_id == 808982077 : #808432835:809544061:808982077:808997793 #some DOM IDs
+dict_pmt_rates = {channel_id : [] for channel_id in range(0,31)}
print("events in file" , f.size())
print("events in file" , f.index)
for evt in f:
@@ -86,14 +124,20 @@ for evt in f:
# #print( dom_id , rates[:5] )
dom = det.doms[select_dom_id]
rates = [pmt.rate for pmt in dom.pmts]
- dict_pmt_rates = {pmt.channel_id : pmt.rate for pmt in dom.pmts}
- print("dict_pmt_rates", dict_pmt_rates)
+ #dict_pmt_rates = {pmt.channel_id : pmt.rate for pmt in dom.pmts}
+ #sorted_dict_pmt_rates = {k: v for k, v in sorted(dict_pmt_rates.items(), key=lambda item: item[1], reverse=True)}
+ #print("sorted_dict_pmt_rates", sorted_dict_pmt_rates)
# sort pmt rates from largest to lowest:
- sorted_dict_pmt_rates = {k: v for k, v in sorted(dict_pmt_rates.items(), key=lambda item: item[1], reversed=True)}
- print("sorted_dict_pmt_rates", sorted_dict_pmt_rates)
+ for pmt in dom.pmts:
+ dict_pmt_rates[pmt.channel_id].append(pmt.rate)
+
+ #sorted_dict_pmt_rates = {k: v for k, v in sorted(dict_pmt_rates.items(), key=lambda item: item[1], reverse=True)}
+ #print("sorted_dict_pmt_rates", sorted_dict_pmt_rates)
R.append(rates[0])
R2.append(rates[3])
R3.append(rates[6])
+ R_A1.append(dict_pmt_rates[22]) # PMT A1
+ #print("dict_pmt_rates", dict_pmt_rates)
#print(event_time)
TIME.append(event_time - time_first_event)
Rsum.append(sum(rates))
@@ -104,35 +148,49 @@ for evt in f:
RR.append(R)
RR2.append(R2)
RR3.append(R3)
+ RR_A1.append(R_A1)
+ R_max_ring_B.append(pmt_rates_max_in_ring(dict_pmt_rates, 'B'))
+ R_max_ring_C.append(pmt_rates_max_in_ring(dict_pmt_rates, 'C'))
+ R_max_ring_D.append(pmt_rates_max_in_ring(dict_pmt_rates, 'D'))
+ R_max_ring_E.append(pmt_rates_max_in_ring(dict_pmt_rates, 'E'))
+ R_max_ring_F.append(pmt_rates_max_in_ring(dict_pmt_rates, 'F'))
+ dict_pmt_rates = {channel_id : [] for channel_id in range(0,31)}
R = []
R2 = []
R3 = []
+ R_A1 = []
Rsum = []
TIME = []
time_first_event = evt.t.GetSec() + 1e-9 * evt.t.GetNanoSec()
#print("\n\n\n")
-
-print("TIME", TIME)
-print("T", T)
-print("R", R)
+#print("TIME", TIME)
+#print("T", T)
+#print("R", R)
i = 0
while i < len(RR):
fig = plt.figure()
+ plot(T[i], RSUM[i], DATE[i])
+ plot(T[i], RR_A1[i], DATE[i]+'_PMT_A1')
+ plot(T[i], R_max_ring_B[i], DATE[i]+'_max_hit_PMT_in_ring_B')
+ plot(T[i], R_max_ring_B[i], DATE[i]+'_max_hit_PMT_in_ring_C')
+ plot(T[i], R_max_ring_B[i], DATE[i]+'_max_hit_PMT_in_ring_D')
+ plot(T[i], R_max_ring_B[i], DATE[i]+'_max_hit_PMT_in_ring_E')
+ plot(T[i], R_max_ring_B[i], DATE[i]+'_max_hit_PMT_in_ring_F')
- plt.plot(T[i], RSUM[i], linestyle = 'None', marker = 'o')
- #v = [min(TIME), max(TIME), 190e3, 350e3]#220000, 310000]
- #plt.axis(v)
- plt.xlabel(r'Time [s]', size = 20)
- plt.ylabel(r'Rate [kHZ]', size = 20)
- plt.xticks([0,10,20,30, 40,50,60, 70,80, 90,100,110, 120], size=20)
- #plt.yticks([190e3,200e3,210e3, 220e3,230e3,240e3,250e3,260e3,270e3,280e3,290e3,300e3,310e3,320e3,330e3,340e3,350e3],['190', '200', '210','220','230','240','250','260','270','280','290','300','310', '320', '330', '340','350'],size=20)
- plt.grid()
- plt.savefig(("plots/"+str(DATE[i])+".png"))
- plt.savefig(("plots/"+str(DATE[i])+".pdf"))
- #fig.save()
- #plt.show()
+ #plt.plot(T[i], RSUM[i], linestyle = 'None', marker = 'o')
+ ##v = [min(TIME), max(TIME), 190e3, 350e3]#220000, 310000]
+ ##plt.axis(v)
+ #plt.xlabel(r'Time [s]', size = 20)
+ #plt.ylabel(r'Rate [kHZ]', size = 20)
+ #plt.xticks([0,10,20,30, 40,50,60, 70,80, 90,100,110, 120], size=20)
+ ##plt.yticks([190e3,200e3,210e3, 220e3,230e3,240e3,250e3,260e3,270e3,280e3,290e3,300e3,310e3,320e3,330e3,340e3,350e3],['190', '200', '210','220','230','240','250','260','270','280','290','300','310', '320', '330', '340','350'],size=20)
+ #plt.grid()
+ #plt.savefig(("plots/"+str(DATE[i])+".png"))
+ #plt.savefig(("plots/"+str(DATE[i])+".pdf"))
+ ##fig.save()
+ ##plt.show()
i+=1
#plt.legend(bbox_to_anchor=(0., 1.02, 1., .102), loc=3,
@@ -158,9 +216,10 @@ while i < len(INFO_T):
i = 0
-while i < 2:#len(info_sorted):
-#while i < len(info_sorted):
+#while i < 2:#len(info_sorted):
+while i < len(info_sorted):
f = open('REINFORCE_DATA_event_%s.txt'%i, 'w') # write one txt file for one event
+ #f = open('REINFORCE_DATA_event_orca6_%s.txt'%i, 'w') # write one txt file for one event
j = 0
#f.write('New event \n')
f.write(info_sorted[i][0][2])
diff --git a/plots/Mon, 20 Nov 2017 06:02:02 +0000 (GMT) + 0 nsec.png b/plots/Mon, 20 Nov 2017 06:02:02 +0000 (GMT) + 0 nsec.png
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