superscript v 1.0.6.001

changelog:
- fixed multiple bugs
- works now

data analysis/data/SandstormCargoShipBalls.csv

@@ -1,3 +1,6 @@
-0.0
 0.0,1.0
+2.0
+0.0
+0.0
+0.0
 0.0

data analysis/data/SandstormCargoShipHatches.csv

@@ -1,3 +1,6 @@
-1.0
 0.0,0.0
+5.0
+1.0
+0.0
+5.0
 0.0

data analysis/data/SandstormLowerRocketBalls.csv

@@ -1,3 +1,6 @@
-0.0
 0.0,0.0
+2.0
+0.0
+0.0
+0.0
 0.0

data analysis/data/SandstormLowerRocketHatches.csv

@@ -1,3 +1,6 @@
-1.0
 0.0,0.0
+1.0
+1.0
+0.0
+2.0
 0.0

data analysis/data/SandstormUpperRocketBalls.csv

@@ -1,3 +1,6 @@
-0.0
 0.0,0.0
+2.0
+0.0
+0.0
+0.0
 0.0

data analysis/data/SandstormUpperRocketHatches.csv

@@ -1,3 +1,6 @@
-0.0
 0.0,0.0
+3.0
+0.0
+0.0
+3.0
 0.0

data analysis/data/TeleopCargoShipBalls.csv

@@ -1,3 +1,6 @@
-0.0
 0.0,5.0
 0.0
+0.0
+0.0
+4.0
+0.0

data analysis/data/TeleopCargoShipHatches.csv

@@ -1,3 +1,6 @@
-0.0
 0.0,1.0
+0.0
+0.0
+1.0
+0.0
 1.0

data analysis/data/TeleopLowerRocketBalls.csv

@@ -1,3 +1,6 @@
-0.0
 0.0,4.0
 0.0
+0.0
+0.0
+0.0
+0.0

data analysis/data/TeleopLowerRocketHatches.csv

@@ -1,3 +1,6 @@
-0.0
 0.0,0.0
 0.0
+0.0
+0.0
+2.0
+1.0

data analysis/data/TeleopUpperRocketBalls.csv

@@ -1,3 +1,6 @@
-0.0
 0.0,0.0
 0.0
+0.0
+0.0
+0.0
+0.0

data analysis/data/TeleopUpperRocketHatches.csv

@@ -1,3 +1,6 @@
-13.0
 0.0,0.0
 0.0
+13.0
+0.0
+1.0
+0.0

data analysis/data/cargoBalls.csv

@@ -1,3 +1,6 @@
-10.0
 0.0,7.0
+0.0
+10.0
 7.0
+8.0
+0.0

data analysis/data/hatchPanels.csv

@@ -1,3 +1,6 @@
-1.0
 0.0,7.0
 0.0
+1.0
+0.0
+1.0
+0.0

data analysis/data/match.csv

@@ -1,3 +1,6 @@
-match-23
 match-18,match-3
+match-5
+match-23
 match-18
+match-5
+match-1

data analysis/data/notes.csv

@@ -1,3 +1,6 @@
-yeeee 
 ,si papa
+""
+yeeee 
 nine 
+""
+""

data analysis/data/observationType.csv

@@ -1,3 +1,6 @@
-Quantitative
 Quantitative,Quantitative
 Quantitative
+Quantitative
+Quantitative
+Quantitative
+Quantitative

data analysis/data/teamDBRef.csv

@@ -1,3 +1,6 @@
-team-2022
 team-16,team-16
+team-2016
+team-2022
 team-2451
+team-3695
+team-5148

data analysis/superscript.py

@@ -3,9 +3,12 @@
 #Notes:
 #setup:
 
-__version__ = "1.0.6.000"
+__version__ = "1.0.6.001"
 
 __changelog__ = """changelog:
+1.0.6.001:
+    - fixed multiple bugs
+    - works now
 1.0.6.000:
     - added pulldata function
     - service now pulls in, computes data, and outputs data as planned
@@ -240,6 +243,14 @@ def pulldata():
     out = []
     var = {}
 
+    temp = []
+
+    for i in range(len(list_teams)):
+
+        temp.append(list_teams[i][0])
+
+    list_teams = temp
+
     for i in range(len(full)):
         for j in range(len(full[i])):
             for key in list(full[i][j].keys()):
@@ -248,6 +259,8 @@ def pulldata():
                     
                     quant_keys.append(key)
 
+                    #print(full[i][j].get(key).get('teamDBRef')[5:] in list_teams)
+                    
                     if full[i][j].get(key).get('teamDBRef')[5:] in list_teams:
                         
                         var = {}

data analysis/test.py

@@ -0,0 +1,97 @@
+import firebase_admin
+from firebase_admin import credentials
+from firebase_admin import firestore
+import csv
+import numpy as np
+
+# Use a service account
+cred = credentials.Certificate('keys/keytemp.json')
+#add your own key as this is public. email me for details
+firebase_admin.initialize_app(cred)
+
+db = firestore.client()
+
+teams=db.collection('data').document('team-2022').collection("Central 2019").get()
+full=[]
+tms=[]
+for team in teams:
+    
+    tms.append(team.id)
+    reports=db.collection('data').document('team-2022').collection("Central 2019").document(team.id).collection("matches").get()
+
+    for report in reports:
+        data=[]
+        data.append(db.collection('data').document('team-2022').collection("Central 2019").document(team.id).collection("matches").document(report.id).get().to_dict())
+        full.append(data)
+
+quant_keys = []
+
+list_teams = ["2022", "16", "2451"]
+
+out = []
+var = {}
+
+for i in range(len(full)):
+    for j in range(len(full[i])):
+        for key in list(full[i][j].keys()):
+            
+            if "Quantitative" in key:
+                
+                quant_keys.append(key)
+                
+                if full[i][j].get(key).get('teamDBRef')[5:] in list_teams:
+                    
+                    var = {}
+                    measured_vars = []
+                    
+                    for k in range(len(list(full[i][j].get(key).keys()))):
+
+                        individual_keys = list(full[i][j].get(key).keys())
+                        
+                        var[individual_keys[k]] = full[i][j].get(key).get(individual_keys[k])
+
+                    out.append(var)
+
+sorted_out = []
+
+for i in out:
+
+    j_list = []
+
+    key_list = []
+
+    sorted_keys = sorted(i.keys())
+
+    for j in sorted_keys:
+
+        key_list.append(i[j])
+
+        j_list.append(j)
+
+    sorted_out.append(key_list)
+
+var_index = 0
+team_index = 0
+
+big_out = []
+
+for j in range(len(i)):
+    big_out.append([])
+    for t in range(len(list_teams)):
+        big_out[j].append([])
+
+for i in sorted_out:
+
+    team_index = list_teams.index(sorted_out[sorted_out.index(i)][j_list.index('teamDBRef')][5:])
+
+    for j in range(len(i)):
+
+        big_out[j][team_index].append(i[j])
+
+for i in range(len(big_out)):
+
+    with open('data/' + j_list[i] + '.csv', "w+", newline = '') as file:
+
+        writer = csv.writer(file, delimiter = ',')
+        writer.writerows(big_out[i])
+