Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

first changes #1

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open

first changes #1

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 1 addition & 1 deletion .vscode/settings.json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
{
"workbench.colorTheme": "Default Dark+",
"workbench.colorTheme": "Default Light+",
"workbench.preferredDarkColorTheme": "Default Dark+",
"task.allowAutomaticTasks": "on",
"workbench.editorAssociations": {
Expand Down
Binary file added __pycache__/read_file.cpython-38.pyc
View file
Open in desktop
Binary file not shown.
215 changes: 215 additions & 0 deletions data/glass.data.txt
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,215 @@
index,RI,Na,Mg,Al,Si,K,Ca,Ba,Fe,Class
1,1.52101,13.64,4.49,1.10,71.78,0.06,8.75,0.00,0.00,1
2,1.51761,13.89,3.60,1.36,72.73,0.48,7.83,0.00,0.00,1
3,1.51618,13.53,3.55,1.54,72.99,0.39,7.78,0.00,0.00,1
4,1.51766,13.21,3.69,1.29,72.61,0.57,8.22,0.00,0.00,1
5,1.51742,13.27,3.62,1.24,73.08,0.55,8.07,0.00,0.00,1
6,1.51596,12.79,3.61,1.62,72.97,0.64,8.07,0.00,0.26,1
7,1.51743,13.30,3.60,1.14,73.09,0.58,8.17,0.00,0.00,1
8,1.51756,13.15,3.61,1.05,73.24,0.57,8.24,0.00,0.00,1
9,1.51918,14.04,3.58,1.37,72.08,0.56,8.30,0.00,0.00,1
10,1.51755,13.00,3.60,1.36,72.99,0.57,8.40,0.00,0.11,1
11,1.51571,12.72,3.46,1.56,73.20,0.67,8.09,0.00,0.24,1
12,1.51763,12.80,3.66,1.27,73.01,0.60,8.56,0.00,0.00,1
13,1.51589,12.88,3.43,1.40,73.28,0.69,8.05,0.00,0.24,1
14,1.51748,12.86,3.56,1.27,73.21,0.54,8.38,0.00,0.17,1
15,1.51763,12.61,3.59,1.31,73.29,0.58,8.50,0.00,0.00,1
16,1.51761,12.81,3.54,1.23,73.24,0.58,8.39,0.00,0.00,1
17,1.51784,12.68,3.67,1.16,73.11,0.61,8.70,0.00,0.00,1
18,1.52196,14.36,3.85,0.89,71.36,0.15,9.15,0.00,0.00,1
19,1.51911,13.90,3.73,1.18,72.12,0.06,8.89,0.00,0.00,1
20,1.51735,13.02,3.54,1.69,72.73,0.54,8.44,0.00,0.07,1
21,1.51750,12.82,3.55,1.49,72.75,0.54,8.52,0.00,0.19,1
22,1.51966,14.77,3.75,0.29,72.02,0.03,9.00,0.00,0.00,1
23,1.51736,12.78,3.62,1.29,72.79,0.59,8.70,0.00,0.00,1
24,1.51751,12.81,3.57,1.35,73.02,0.62,8.59,0.00,0.00,1
25,1.51720,13.38,3.50,1.15,72.85,0.50,8.43,0.00,0.00,1
26,1.51764,12.98,3.54,1.21,73.00,0.65,8.53,0.00,0.00,1
27,1.51793,13.21,3.48,1.41,72.64,0.59,8.43,0.00,0.00,1
28,1.51721,12.87,3.48,1.33,73.04,0.56,8.43,0.00,0.00,1
29,1.51768,12.56,3.52,1.43,73.15,0.57,8.54,0.00,0.00,1
30,1.51784,13.08,3.49,1.28,72.86,0.60,8.49,0.00,0.00,1
31,1.51768,12.65,3.56,1.30,73.08,0.61,8.69,0.00,0.14,1
32,1.51747,12.84,3.50,1.14,73.27,0.56,8.55,0.00,0.00,1
33,1.51775,12.85,3.48,1.23,72.97,0.61,8.56,0.09,0.22,1
34,1.51753,12.57,3.47,1.38,73.39,0.60,8.55,0.00,0.06,1
35,1.51783,12.69,3.54,1.34,72.95,0.57,8.75,0.00,0.00,1
36,1.51567,13.29,3.45,1.21,72.74,0.56,8.57,0.00,0.00,1
37,1.51909,13.89,3.53,1.32,71.81,0.51,8.78,0.11,0.00,1
38,1.51797,12.74,3.48,1.35,72.96,0.64,8.68,0.00,0.00,1
39,1.52213,14.21,3.82,0.47,71.77,0.11,9.57,0.00,0.00,1
40,1.52213,14.21,3.82,0.47,71.77,0.11,9.57,0.00,0.00,1
41,1.51793,12.79,3.50,1.12,73.03,0.64,8.77,0.00,0.00,1
42,1.51755,12.71,3.42,1.20,73.20,0.59,8.64,0.00,0.00,1
43,1.51779,13.21,3.39,1.33,72.76,0.59,8.59,0.00,0.00,1
44,1.52210,13.73,3.84,0.72,71.76,0.17,9.74,0.00,0.00,1
45,1.51786,12.73,3.43,1.19,72.95,0.62,8.76,0.00,0.30,1
46,1.51900,13.49,3.48,1.35,71.95,0.55,9.00,0.00,0.00,1
47,1.51869,13.19,3.37,1.18,72.72,0.57,8.83,0.00,0.16,1
48,1.52667,13.99,3.70,0.71,71.57,0.02,9.82,0.00,0.10,1
49,1.52223,13.21,3.77,0.79,71.99,0.13,10.02,0.00,0.00,1
50,1.51898,13.58,3.35,1.23,72.08,0.59,8.91,0.00,0.00,1
51,1.52320,13.72,3.72,0.51,71.75,0.09,10.06,0.00,0.16,1
52,1.51926,13.20,3.33,1.28,72.36,0.60,9.14,0.00,0.11,1
53,1.51808,13.43,2.87,1.19,72.84,0.55,9.03,0.00,0.00,1
54,1.51837,13.14,2.84,1.28,72.85,0.55,9.07,0.00,0.00,1
55,1.51778,13.21,2.81,1.29,72.98,0.51,9.02,0.00,0.09,1
56,1.51769,12.45,2.71,1.29,73.70,0.56,9.06,0.00,0.24,1
57,1.51215,12.99,3.47,1.12,72.98,0.62,8.35,0.00,0.31,1
58,1.51824,12.87,3.48,1.29,72.95,0.60,8.43,0.00,0.00,1
59,1.51754,13.48,3.74,1.17,72.99,0.59,8.03,0.00,0.00,1
60,1.51754,13.39,3.66,1.19,72.79,0.57,8.27,0.00,0.11,1
61,1.51905,13.60,3.62,1.11,72.64,0.14,8.76,0.00,0.00,1
62,1.51977,13.81,3.58,1.32,71.72,0.12,8.67,0.69,0.00,1
63,1.52172,13.51,3.86,0.88,71.79,0.23,9.54,0.00,0.11,1
64,1.52227,14.17,3.81,0.78,71.35,0.00,9.69,0.00,0.00,1
65,1.52172,13.48,3.74,0.90,72.01,0.18,9.61,0.00,0.07,1
66,1.52099,13.69,3.59,1.12,71.96,0.09,9.40,0.00,0.00,1
67,1.52152,13.05,3.65,0.87,72.22,0.19,9.85,0.00,0.17,1
68,1.52152,13.05,3.65,0.87,72.32,0.19,9.85,0.00,0.17,1
69,1.52152,13.12,3.58,0.90,72.20,0.23,9.82,0.00,0.16,1
70,1.52300,13.31,3.58,0.82,71.99,0.12,10.17,0.00,0.03,1
71,1.51574,14.86,3.67,1.74,71.87,0.16,7.36,0.00,0.12,2
72,1.51848,13.64,3.87,1.27,71.96,0.54,8.32,0.00,0.32,2
73,1.51593,13.09,3.59,1.52,73.10,0.67,7.83,0.00,0.00,2
74,1.51631,13.34,3.57,1.57,72.87,0.61,7.89,0.00,0.00,2
75,1.51596,13.02,3.56,1.54,73.11,0.72,7.90,0.00,0.00,2
76,1.51590,13.02,3.58,1.51,73.12,0.69,7.96,0.00,0.00,2
77,1.51645,13.44,3.61,1.54,72.39,0.66,8.03,0.00,0.00,2
78,1.51627,13.00,3.58,1.54,72.83,0.61,8.04,0.00,0.00,2
79,1.51613,13.92,3.52,1.25,72.88,0.37,7.94,0.00,0.14,2
80,1.51590,12.82,3.52,1.90,72.86,0.69,7.97,0.00,0.00,2
81,1.51592,12.86,3.52,2.12,72.66,0.69,7.97,0.00,0.00,2
82,1.51593,13.25,3.45,1.43,73.17,0.61,7.86,0.00,0.00,2
83,1.51646,13.41,3.55,1.25,72.81,0.68,8.10,0.00,0.00,2
84,1.51594,13.09,3.52,1.55,72.87,0.68,8.05,0.00,0.09,2
85,1.51409,14.25,3.09,2.08,72.28,1.10,7.08,0.00,0.00,2
86,1.51625,13.36,3.58,1.49,72.72,0.45,8.21,0.00,0.00,2
87,1.51569,13.24,3.49,1.47,73.25,0.38,8.03,0.00,0.00,2
88,1.51645,13.40,3.49,1.52,72.65,0.67,8.08,0.00,0.10,2
89,1.51618,13.01,3.50,1.48,72.89,0.60,8.12,0.00,0.00,2
90,1.51640,12.55,3.48,1.87,73.23,0.63,8.08,0.00,0.09,2
91,1.51841,12.93,3.74,1.11,72.28,0.64,8.96,0.00,0.22,2
92,1.51605,12.90,3.44,1.45,73.06,0.44,8.27,0.00,0.00,2
93,1.51588,13.12,3.41,1.58,73.26,0.07,8.39,0.00,0.19,2
94,1.51590,13.24,3.34,1.47,73.10,0.39,8.22,0.00,0.00,2
95,1.51629,12.71,3.33,1.49,73.28,0.67,8.24,0.00,0.00,2
96,1.51860,13.36,3.43,1.43,72.26,0.51,8.60,0.00,0.00,2
97,1.51841,13.02,3.62,1.06,72.34,0.64,9.13,0.00,0.15,2
98,1.51743,12.20,3.25,1.16,73.55,0.62,8.90,0.00,0.24,2
99,1.51689,12.67,2.88,1.71,73.21,0.73,8.54,0.00,0.00,2
100,1.51811,12.96,2.96,1.43,72.92,0.60,8.79,0.14,0.00,2
101,1.51655,12.75,2.85,1.44,73.27,0.57,8.79,0.11,0.22,2
102,1.51730,12.35,2.72,1.63,72.87,0.70,9.23,0.00,0.00,2
103,1.51820,12.62,2.76,0.83,73.81,0.35,9.42,0.00,0.20,2
104,1.52725,13.80,3.15,0.66,70.57,0.08,11.64,0.00,0.00,2
105,1.52410,13.83,2.90,1.17,71.15,0.08,10.79,0.00,0.00,2
106,1.52475,11.45,0.00,1.88,72.19,0.81,13.24,0.00,0.34,2
107,1.53125,10.73,0.00,2.10,69.81,0.58,13.30,3.15,0.28,2
108,1.53393,12.30,0.00,1.00,70.16,0.12,16.19,0.00,0.24,2
109,1.52222,14.43,0.00,1.00,72.67,0.10,11.52,0.00,0.08,2
110,1.51818,13.72,0.00,0.56,74.45,0.00,10.99,0.00,0.00,2
111,1.52664,11.23,0.00,0.77,73.21,0.00,14.68,0.00,0.00,2
112,1.52739,11.02,0.00,0.75,73.08,0.00,14.96,0.00,0.00,2
113,1.52777,12.64,0.00,0.67,72.02,0.06,14.40,0.00,0.00,2
114,1.51892,13.46,3.83,1.26,72.55,0.57,8.21,0.00,0.14,2
115,1.51847,13.10,3.97,1.19,72.44,0.60,8.43,0.00,0.00,2
116,1.51846,13.41,3.89,1.33,72.38,0.51,8.28,0.00,0.00,2
117,1.51829,13.24,3.90,1.41,72.33,0.55,8.31,0.00,0.10,2
118,1.51708,13.72,3.68,1.81,72.06,0.64,7.88,0.00,0.00,2
119,1.51673,13.30,3.64,1.53,72.53,0.65,8.03,0.00,0.29,2
120,1.51652,13.56,3.57,1.47,72.45,0.64,7.96,0.00,0.00,2
121,1.51844,13.25,3.76,1.32,72.40,0.58,8.42,0.00,0.00,2
122,1.51663,12.93,3.54,1.62,72.96,0.64,8.03,0.00,0.21,2
123,1.51687,13.23,3.54,1.48,72.84,0.56,8.10,0.00,0.00,2
124,1.51707,13.48,3.48,1.71,72.52,0.62,7.99,0.00,0.00,2
125,1.52177,13.20,3.68,1.15,72.75,0.54,8.52,0.00,0.00,2
126,1.51872,12.93,3.66,1.56,72.51,0.58,8.55,0.00,0.12,2
127,1.51667,12.94,3.61,1.26,72.75,0.56,8.60,0.00,0.00,2
128,1.52081,13.78,2.28,1.43,71.99,0.49,9.85,0.00,0.17,2
129,1.52068,13.55,2.09,1.67,72.18,0.53,9.57,0.27,0.17,2
130,1.52020,13.98,1.35,1.63,71.76,0.39,10.56,0.00,0.18,2
131,1.52177,13.75,1.01,1.36,72.19,0.33,11.14,0.00,0.00,2
132,1.52614,13.70,0.00,1.36,71.24,0.19,13.44,0.00,0.10,2
133,1.51813,13.43,3.98,1.18,72.49,0.58,8.15,0.00,0.00,2
134,1.51800,13.71,3.93,1.54,71.81,0.54,8.21,0.00,0.15,2
135,1.51811,13.33,3.85,1.25,72.78,0.52,8.12,0.00,0.00,2
136,1.51789,13.19,3.90,1.30,72.33,0.55,8.44,0.00,0.28,2
137,1.51806,13.00,3.80,1.08,73.07,0.56,8.38,0.00,0.12,2
138,1.51711,12.89,3.62,1.57,72.96,0.61,8.11,0.00,0.00,2
139,1.51674,12.79,3.52,1.54,73.36,0.66,7.90,0.00,0.00,2
140,1.51674,12.87,3.56,1.64,73.14,0.65,7.99,0.00,0.00,2
141,1.51690,13.33,3.54,1.61,72.54,0.68,8.11,0.00,0.00,2
142,1.51851,13.20,3.63,1.07,72.83,0.57,8.41,0.09,0.17,2
143,1.51662,12.85,3.51,1.44,73.01,0.68,8.23,0.06,0.25,2
144,1.51709,13.00,3.47,1.79,72.72,0.66,8.18,0.00,0.00,2
145,1.51660,12.99,3.18,1.23,72.97,0.58,8.81,0.00,0.24,2
146,1.51839,12.85,3.67,1.24,72.57,0.62,8.68,0.00,0.35,2
147,1.51769,13.65,3.66,1.11,72.77,0.11,8.60,0.00,0.00,3
148,1.51610,13.33,3.53,1.34,72.67,0.56,8.33,0.00,0.00,3
149,1.51670,13.24,3.57,1.38,72.70,0.56,8.44,0.00,0.10,3
150,1.51643,12.16,3.52,1.35,72.89,0.57,8.53,0.00,0.00,3
151,1.51665,13.14,3.45,1.76,72.48,0.60,8.38,0.00,0.17,3
152,1.52127,14.32,3.90,0.83,71.50,0.00,9.49,0.00,0.00,3
153,1.51779,13.64,3.65,0.65,73.00,0.06,8.93,0.00,0.00,3
154,1.51610,13.42,3.40,1.22,72.69,0.59,8.32,0.00,0.00,3
155,1.51694,12.86,3.58,1.31,72.61,0.61,8.79,0.00,0.00,3
156,1.51646,13.04,3.40,1.26,73.01,0.52,8.58,0.00,0.00,3
157,1.51655,13.41,3.39,1.28,72.64,0.52,8.65,0.00,0.00,3
158,1.52121,14.03,3.76,0.58,71.79,0.11,9.65,0.00,0.00,3
159,1.51776,13.53,3.41,1.52,72.04,0.58,8.79,0.00,0.00,3
160,1.51796,13.50,3.36,1.63,71.94,0.57,8.81,0.00,0.09,3
161,1.51832,13.33,3.34,1.54,72.14,0.56,8.99,0.00,0.00,3
162,1.51934,13.64,3.54,0.75,72.65,0.16,8.89,0.15,0.24,3
163,1.52211,14.19,3.78,0.91,71.36,0.23,9.14,0.00,0.37,3
164,1.51514,14.01,2.68,3.50,69.89,1.68,5.87,2.20,0.00,5
165,1.51915,12.73,1.85,1.86,72.69,0.60,10.09,0.00,0.00,5
166,1.52171,11.56,1.88,1.56,72.86,0.47,11.41,0.00,0.00,5
167,1.52151,11.03,1.71,1.56,73.44,0.58,11.62,0.00,0.00,5
168,1.51969,12.64,0.00,1.65,73.75,0.38,11.53,0.00,0.00,5
169,1.51666,12.86,0.00,1.83,73.88,0.97,10.17,0.00,0.00,5
170,1.51994,13.27,0.00,1.76,73.03,0.47,11.32,0.00,0.00,5
171,1.52369,13.44,0.00,1.58,72.22,0.32,12.24,0.00,0.00,5
172,1.51316,13.02,0.00,3.04,70.48,6.21,6.96,0.00,0.00,5
173,1.51321,13.00,0.00,3.02,70.70,6.21,6.93,0.00,0.00,5
174,1.52043,13.38,0.00,1.40,72.25,0.33,12.50,0.00,0.00,5
175,1.52058,12.85,1.61,2.17,72.18,0.76,9.70,0.24,0.51,5
176,1.52119,12.97,0.33,1.51,73.39,0.13,11.27,0.00,0.28,5
177,1.51905,14.00,2.39,1.56,72.37,0.00,9.57,0.00,0.00,6
178,1.51937,13.79,2.41,1.19,72.76,0.00,9.77,0.00,0.00,6
179,1.51829,14.46,2.24,1.62,72.38,0.00,9.26,0.00,0.00,6
180,1.51852,14.09,2.19,1.66,72.67,0.00,9.32,0.00,0.00,6
181,1.51299,14.40,1.74,1.54,74.55,0.00,7.59,0.00,0.00,6
182,1.51888,14.99,0.78,1.74,72.50,0.00,9.95,0.00,0.00,6
183,1.51916,14.15,0.00,2.09,72.74,0.00,10.88,0.00,0.00,6
184,1.51969,14.56,0.00,0.56,73.48,0.00,11.22,0.00,0.00,6
185,1.51115,17.38,0.00,0.34,75.41,0.00,6.65,0.00,0.00,6
186,1.51131,13.69,3.20,1.81,72.81,1.76,5.43,1.19,0.00,7
187,1.51838,14.32,3.26,2.22,71.25,1.46,5.79,1.63,0.00,7
188,1.52315,13.44,3.34,1.23,72.38,0.60,8.83,0.00,0.00,7
189,1.52247,14.86,2.20,2.06,70.26,0.76,9.76,0.00,0.00,7
190,1.52365,15.79,1.83,1.31,70.43,0.31,8.61,1.68,0.00,7
191,1.51613,13.88,1.78,1.79,73.10,0.00,8.67,0.76,0.00,7
192,1.51602,14.85,0.00,2.38,73.28,0.00,8.76,0.64,0.09,7
193,1.51623,14.20,0.00,2.79,73.46,0.04,9.04,0.40,0.09,7
194,1.51719,14.75,0.00,2.00,73.02,0.00,8.53,1.59,0.08,7
195,1.51683,14.56,0.00,1.98,73.29,0.00,8.52,1.57,0.07,7
196,1.51545,14.14,0.00,2.68,73.39,0.08,9.07,0.61,0.05,7
197,1.51556,13.87,0.00,2.54,73.23,0.14,9.41,0.81,0.01,7
198,1.51727,14.70,0.00,2.34,73.28,0.00,8.95,0.66,0.00,7
199,1.51531,14.38,0.00,2.66,73.10,0.04,9.08,0.64,0.00,7
200,1.51609,15.01,0.00,2.51,73.05,0.05,8.83,0.53,0.00,7
201,1.51508,15.15,0.00,2.25,73.50,0.00,8.34,0.63,0.00,7
202,1.51653,11.95,0.00,1.19,75.18,2.70,8.93,0.00,0.00,7
203,1.51514,14.85,0.00,2.42,73.72,0.00,8.39,0.56,0.00,7
204,1.51658,14.80,0.00,1.99,73.11,0.00,8.28,1.71,0.00,7
205,1.51617,14.95,0.00,2.27,73.30,0.00,8.71,0.67,0.00,7
206,1.51732,14.95,0.00,1.80,72.99,0.00,8.61,1.55,0.00,7
207,1.51645,14.94,0.00,1.87,73.11,0.00,8.67,1.38,0.00,7
208,1.51831,14.39,0.00,1.82,72.86,1.41,6.47,2.88,0.00,7
209,1.51640,14.37,0.00,2.74,72.85,0.00,9.45,0.54,0.00,7
210,1.51623,14.14,0.00,2.88,72.61,0.08,9.18,1.06,0.00,7
211,1.51685,14.92,0.00,1.99,73.06,0.00,8.40,1.59,0.00,7
212,1.52065,14.36,0.00,2.02,73.42,0.00,8.44,1.64,0.00,7
213,1.51651,14.38,0.00,1.94,73.61,0.00,8.48,1.57,0.00,7
214,1.51711,14.23,0.00,2.08,73.36,0.00,8.62,1.67,0.00,7
11 changes: 7 additions & 4 deletions demo.py → group_by.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,10 @@
password="password"
)
print(mydb)
mycursor = mydb.cursor()
mycursor.execute("SHOW DATABASES")
for x in mycursor:
print(x)
cur = mydb.cursor()

cur.execute("SELECT COUNT(*) FROM glass_db.glass GROUP BY Class")

for item in cur:
print(item)

7 changes: 7 additions & 0 deletions read_file.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,7 @@
def get_data(file_path):
with open(file_path) as file_in:
data = []

for line in file_in:
data.append(line.rstrip("\n"))
return data
50 changes: 50 additions & 0 deletions sql_bulk_upload.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,50 @@
import mysql.connector
from read_file import get_data
# import mysql.connector
#create user 'user'@'%' identified by 'password'
glass_db = mysql.connector.connect(
host="localhost",
user="abc",
password="password"
)
print(glass_db)
cur = glass_db.cursor()


file_data = get_data("/config/workspace/data/glass.data.txt")
if len(file_data) > 0:
file_data.pop(0) #to remove headers

data = []

for file_item in file_data:
temp = file_item.split(",")
lst = list()
for cols in temp:
lst.append(cols)
data.append(lst)


#print(data)
#print(file_item.rstrip(",")[0])
#data.append(tuple(file_item))

#print(data)
#cur.executemany(operation, seq_params)

#cur.execute("CREATE DATABASE glass_db")

#cur.execute("USE glass_db")

#cur.execute("""CREATE TABLE glass(indx VARCHAR(40),RI VARCHAR(40),Na VARCHAR(40),Mg VARCHAR(40),Al VARCHAR(40),Si VARCHAR(40),K VARCHAR(40),Ca VARCHAR(40),Ba VARCHAR(40),Fe VARCHAR(40),Class VARCHAR(40))""")


query = 'INSERT INTO glass_db.glass(indx,RI,Na,Mg,Al,Si,K,Ca,Ba,Fe,Class) VALUES(%s, %s, %s, %s,%s,%s,%s,%s,%s,%s,%s)'

cur.executemany(query, data)

glass_db.commit()
cur.execute("SELECT * FROM glass_db.glass")

for item in cur:
print(item)