module 8 ex1 + ex2 WIP

This commit is contained in:
2026-03-07 18:52:18 +01:00
parent 819075d5d9
commit 76206c8ac8
9 changed files with 1271 additions and 0 deletions

60
08/ex1/loading.py Normal file
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from importlib.metadata import PackageNotFoundError, version
from numpy import ndarray
from pandas import pandas as pd
import matplotlib.pyplot as plt
from os import mkdir
def check_package(packages: dict[str, str]) -> bool:
print("Checking dependencies:")
imported = 0
for package in packages:
try:
print(f"[\u001b[32mOK\u001b[0m] {package}\
({version(package)}) - {packages[package]} ready")
imported += 1
except PackageNotFoundError:
print(f"[\u001b[31mKO\u001b[0m] {package} -\
{packages[package]} not ready")
return imported == len(packages)
def analyze(data: ndarray) -> None:
print("Processing 1000 data points...")
x = data[:, 0]
y = data[:, 1].astype(float)
plt.figure(figsize=(8, 8), dpi=1200)
plt.plot(x, y)
try:
mkdir("matrix")
except Exception:
pass
print("Generating visualization...\n")
plt.savefig("matrix/_analysis.png")
print("Analysis complete!")
print("Results saved to: matrix/_analysis.png}")
def main() -> None:
print("\nLOADING STATUS: Loading programs...\n")
if check_package(
{
"pandas": "Data manipulation",
"numpy": "mathematics manipulation",
"matplotlib": "Visualization",
}
):
try:
print("\nAnalyzing Matrix data...")
data = pd.read_csv("meteo.csv", parse_dates=["time"]).to_numpy()
analyze(data)
except FileNotFoundError:
print("File not found")
except Exception as err:
print(err)
else:
print("\nPackages not installed")
if __name__ == "__main__":
main()

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08/ex1/matrix/_analysis.png Normal file

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193
08/ex1/meteo.csv Normal file
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time,temperature
2026-02-28T00:00,9.7
2026-02-28T01:00,9.2
2026-02-28T02:00,9.3
2026-02-28T03:00,9.0
2026-02-28T04:00,8.5
2026-02-28T05:00,8.0
2026-02-28T06:00,7.3
2026-02-28T07:00,8.6
2026-02-28T08:00,10.0
2026-02-28T09:00,11.4
2026-02-28T10:00,13.7
2026-02-28T11:00,15.3
2026-02-28T12:00,16.7
2026-02-28T13:00,17.1
2026-02-28T14:00,17.2
2026-02-28T15:00,17.1
2026-02-28T16:00,16.6
2026-02-28T17:00,15.8
2026-02-28T18:00,14.6
2026-02-28T19:00,14.0
2026-02-28T20:00,13.4
2026-02-28T21:00,12.4
2026-02-28T22:00,11.9
2026-02-28T23:00,11.4
2026-03-01T00:00,10.8
2026-03-01T01:00,10.0
2026-03-01T02:00,8.9
2026-03-01T03:00,8.2
2026-03-01T04:00,7.6
2026-03-01T05:00,7.0
2026-03-01T06:00,6.5
2026-03-01T07:00,6.4
2026-03-01T08:00,6.5
2026-03-01T09:00,7.1
2026-03-01T10:00,7.9
2026-03-01T11:00,8.7
2026-03-01T12:00,9.6
2026-03-01T13:00,10.4
2026-03-01T14:00,10.4
2026-03-01T15:00,10.8
2026-03-01T16:00,10.4
2026-03-01T17:00,9.7
2026-03-01T18:00,8.3
2026-03-01T19:00,7.0
2026-03-01T20:00,5.8
2026-03-01T21:00,4.7
2026-03-01T22:00,4.3
2026-03-01T23:00,3.6
2026-03-02T00:00,3.3
2026-03-02T01:00,3.5
2026-03-02T02:00,3.9
2026-03-02T03:00,3.2
2026-03-02T04:00,3.0
2026-03-02T05:00,2.6
2026-03-02T06:00,3.0
2026-03-02T07:00,3.8
2026-03-02T08:00,5.5
2026-03-02T09:00,7.7
2026-03-02T10:00,9.8
2026-03-02T11:00,11.8
2026-03-02T12:00,13.0
2026-03-02T13:00,13.6
2026-03-02T14:00,13.8
2026-03-02T15:00,13.4
2026-03-02T16:00,12.9
2026-03-02T17:00,11.9
2026-03-02T18:00,10.1
2026-03-02T19:00,8.7
2026-03-02T20:00,7.5
2026-03-02T21:00,7.0
2026-03-02T22:00,6.0
2026-03-02T23:00,5.3
2026-03-03T00:00,4.7
2026-03-03T01:00,4.1
2026-03-03T02:00,3.4
2026-03-03T03:00,3.0
2026-03-03T04:00,2.4
2026-03-03T05:00,1.7
2026-03-03T06:00,2.3
2026-03-03T07:00,4.0
2026-03-03T08:00,6.0
2026-03-03T09:00,8.0
2026-03-03T10:00,10.5
2026-03-03T11:00,12.5
2026-03-03T12:00,14.0
2026-03-03T13:00,15.1
2026-03-03T14:00,15.3
2026-03-03T15:00,15.4
2026-03-03T16:00,14.6
2026-03-03T17:00,13.3
2026-03-03T18:00,11.8
2026-03-03T19:00,10.5
2026-03-03T20:00,8.7
2026-03-03T21:00,8.5
2026-03-03T22:00,7.8
2026-03-03T23:00,7.5
2026-03-04T00:00,6.8
2026-03-04T01:00,5.9
2026-03-04T02:00,5.1
2026-03-04T03:00,4.7
2026-03-04T04:00,5.1
2026-03-04T05:00,5.0
2026-03-04T06:00,5.4
2026-03-04T07:00,6.0
2026-03-04T08:00,6.6
2026-03-04T09:00,7.9
2026-03-04T10:00,8.4
2026-03-04T11:00,9.4
2026-03-04T12:00,10.0
2026-03-04T13:00,10.8
2026-03-04T14:00,11.2
2026-03-04T15:00,11.0
2026-03-04T16:00,10.4
2026-03-04T17:00,9.1
2026-03-04T18:00,7.6
2026-03-04T19:00,6.8
2026-03-04T20:00,6.1
2026-03-04T21:00,5.6
2026-03-04T22:00,3.8
2026-03-04T23:00,3.4
2026-03-05T00:00,3.0
2026-03-05T01:00,2.2
2026-03-05T02:00,1.5
2026-03-05T03:00,1.3
2026-03-05T04:00,0.7
2026-03-05T05:00,0.3
2026-03-05T06:00,0.7
2026-03-05T07:00,2.0
2026-03-05T08:00,4.4
2026-03-05T09:00,6.8
2026-03-05T10:00,8.6
2026-03-05T11:00,10.2
2026-03-05T12:00,11.3
2026-03-05T13:00,12.3
2026-03-05T14:00,12.6
2026-03-05T15:00,12.6
2026-03-05T16:00,11.6
2026-03-05T17:00,10.1
2026-03-05T18:00,8.9
2026-03-05T19:00,7.4
2026-03-05T20:00,6.3
2026-03-05T21:00,5.3
2026-03-05T22:00,4.6
2026-03-05T23:00,3.7
2026-03-06T00:00,3.2
2026-03-06T01:00,2.9
2026-03-06T02:00,2.5
2026-03-06T03:00,2.1
2026-03-06T04:00,1.6
2026-03-06T05:00,1.0
2026-03-06T06:00,1.3
2026-03-06T07:00,2.5
2026-03-06T08:00,4.7
2026-03-06T09:00,7.7
2026-03-06T10:00,10.5
2026-03-06T11:00,12.7
2026-03-06T12:00,14.1
2026-03-06T13:00,15.0
2026-03-06T14:00,15.0
2026-03-06T15:00,14.9
2026-03-06T16:00,13.9
2026-03-06T17:00,12.4
2026-03-06T18:00,10.6
2026-03-06T19:00,8.8
2026-03-06T20:00,8.1
2026-03-06T21:00,7.3
2026-03-06T22:00,6.5
2026-03-06T23:00,5.9
2026-03-07T00:00,5.1
2026-03-07T01:00,4.6
2026-03-07T02:00,4.2
2026-03-07T03:00,3.6
2026-03-07T04:00,2.8
2026-03-07T05:00,2.9
2026-03-07T06:00,3.3
2026-03-07T07:00,4.2
2026-03-07T08:00,6.1
2026-03-07T09:00,9.0
2026-03-07T10:00,11.6
2026-03-07T11:00,13.7
2026-03-07T12:00,15.1
2026-03-07T13:00,16.2
2026-03-07T14:00,16.4
2026-03-07T15:00,16.4
2026-03-07T16:00,16.4
2026-03-07T17:00,14.7
2026-03-07T18:00,12.8
2026-03-07T19:00,11.5
2026-03-07T20:00,10.2
2026-03-07T21:00,9.0
2026-03-07T22:00,8.1
2026-03-07T23:00,7.3
1 time temperature
2 2026-02-28T00:00 9.7
3 2026-02-28T01:00 9.2
4 2026-02-28T02:00 9.3
5 2026-02-28T03:00 9.0
6 2026-02-28T04:00 8.5
7 2026-02-28T05:00 8.0
8 2026-02-28T06:00 7.3
9 2026-02-28T07:00 8.6
10 2026-02-28T08:00 10.0
11 2026-02-28T09:00 11.4
12 2026-02-28T10:00 13.7
13 2026-02-28T11:00 15.3
14 2026-02-28T12:00 16.7
15 2026-02-28T13:00 17.1
16 2026-02-28T14:00 17.2
17 2026-02-28T15:00 17.1
18 2026-02-28T16:00 16.6
19 2026-02-28T17:00 15.8
20 2026-02-28T18:00 14.6
21 2026-02-28T19:00 14.0
22 2026-02-28T20:00 13.4
23 2026-02-28T21:00 12.4
24 2026-02-28T22:00 11.9
25 2026-02-28T23:00 11.4
26 2026-03-01T00:00 10.8
27 2026-03-01T01:00 10.0
28 2026-03-01T02:00 8.9
29 2026-03-01T03:00 8.2
30 2026-03-01T04:00 7.6
31 2026-03-01T05:00 7.0
32 2026-03-01T06:00 6.5
33 2026-03-01T07:00 6.4
34 2026-03-01T08:00 6.5
35 2026-03-01T09:00 7.1
36 2026-03-01T10:00 7.9
37 2026-03-01T11:00 8.7
38 2026-03-01T12:00 9.6
39 2026-03-01T13:00 10.4
40 2026-03-01T14:00 10.4
41 2026-03-01T15:00 10.8
42 2026-03-01T16:00 10.4
43 2026-03-01T17:00 9.7
44 2026-03-01T18:00 8.3
45 2026-03-01T19:00 7.0
46 2026-03-01T20:00 5.8
47 2026-03-01T21:00 4.7
48 2026-03-01T22:00 4.3
49 2026-03-01T23:00 3.6
50 2026-03-02T00:00 3.3
51 2026-03-02T01:00 3.5
52 2026-03-02T02:00 3.9
53 2026-03-02T03:00 3.2
54 2026-03-02T04:00 3.0
55 2026-03-02T05:00 2.6
56 2026-03-02T06:00 3.0
57 2026-03-02T07:00 3.8
58 2026-03-02T08:00 5.5
59 2026-03-02T09:00 7.7
60 2026-03-02T10:00 9.8
61 2026-03-02T11:00 11.8
62 2026-03-02T12:00 13.0
63 2026-03-02T13:00 13.6
64 2026-03-02T14:00 13.8
65 2026-03-02T15:00 13.4
66 2026-03-02T16:00 12.9
67 2026-03-02T17:00 11.9
68 2026-03-02T18:00 10.1
69 2026-03-02T19:00 8.7
70 2026-03-02T20:00 7.5
71 2026-03-02T21:00 7.0
72 2026-03-02T22:00 6.0
73 2026-03-02T23:00 5.3
74 2026-03-03T00:00 4.7
75 2026-03-03T01:00 4.1
76 2026-03-03T02:00 3.4
77 2026-03-03T03:00 3.0
78 2026-03-03T04:00 2.4
79 2026-03-03T05:00 1.7
80 2026-03-03T06:00 2.3
81 2026-03-03T07:00 4.0
82 2026-03-03T08:00 6.0
83 2026-03-03T09:00 8.0
84 2026-03-03T10:00 10.5
85 2026-03-03T11:00 12.5
86 2026-03-03T12:00 14.0
87 2026-03-03T13:00 15.1
88 2026-03-03T14:00 15.3
89 2026-03-03T15:00 15.4
90 2026-03-03T16:00 14.6
91 2026-03-03T17:00 13.3
92 2026-03-03T18:00 11.8
93 2026-03-03T19:00 10.5
94 2026-03-03T20:00 8.7
95 2026-03-03T21:00 8.5
96 2026-03-03T22:00 7.8
97 2026-03-03T23:00 7.5
98 2026-03-04T00:00 6.8
99 2026-03-04T01:00 5.9
100 2026-03-04T02:00 5.1
101 2026-03-04T03:00 4.7
102 2026-03-04T04:00 5.1
103 2026-03-04T05:00 5.0
104 2026-03-04T06:00 5.4
105 2026-03-04T07:00 6.0
106 2026-03-04T08:00 6.6
107 2026-03-04T09:00 7.9
108 2026-03-04T10:00 8.4
109 2026-03-04T11:00 9.4
110 2026-03-04T12:00 10.0
111 2026-03-04T13:00 10.8
112 2026-03-04T14:00 11.2
113 2026-03-04T15:00 11.0
114 2026-03-04T16:00 10.4
115 2026-03-04T17:00 9.1
116 2026-03-04T18:00 7.6
117 2026-03-04T19:00 6.8
118 2026-03-04T20:00 6.1
119 2026-03-04T21:00 5.6
120 2026-03-04T22:00 3.8
121 2026-03-04T23:00 3.4
122 2026-03-05T00:00 3.0
123 2026-03-05T01:00 2.2
124 2026-03-05T02:00 1.5
125 2026-03-05T03:00 1.3
126 2026-03-05T04:00 0.7
127 2026-03-05T05:00 0.3
128 2026-03-05T06:00 0.7
129 2026-03-05T07:00 2.0
130 2026-03-05T08:00 4.4
131 2026-03-05T09:00 6.8
132 2026-03-05T10:00 8.6
133 2026-03-05T11:00 10.2
134 2026-03-05T12:00 11.3
135 2026-03-05T13:00 12.3
136 2026-03-05T14:00 12.6
137 2026-03-05T15:00 12.6
138 2026-03-05T16:00 11.6
139 2026-03-05T17:00 10.1
140 2026-03-05T18:00 8.9
141 2026-03-05T19:00 7.4
142 2026-03-05T20:00 6.3
143 2026-03-05T21:00 5.3
144 2026-03-05T22:00 4.6
145 2026-03-05T23:00 3.7
146 2026-03-06T00:00 3.2
147 2026-03-06T01:00 2.9
148 2026-03-06T02:00 2.5
149 2026-03-06T03:00 2.1
150 2026-03-06T04:00 1.6
151 2026-03-06T05:00 1.0
152 2026-03-06T06:00 1.3
153 2026-03-06T07:00 2.5
154 2026-03-06T08:00 4.7
155 2026-03-06T09:00 7.7
156 2026-03-06T10:00 10.5
157 2026-03-06T11:00 12.7
158 2026-03-06T12:00 14.1
159 2026-03-06T13:00 15.0
160 2026-03-06T14:00 15.0
161 2026-03-06T15:00 14.9
162 2026-03-06T16:00 13.9
163 2026-03-06T17:00 12.4
164 2026-03-06T18:00 10.6
165 2026-03-06T19:00 8.8
166 2026-03-06T20:00 8.1
167 2026-03-06T21:00 7.3
168 2026-03-06T22:00 6.5
169 2026-03-06T23:00 5.9
170 2026-03-07T00:00 5.1
171 2026-03-07T01:00 4.6
172 2026-03-07T02:00 4.2
173 2026-03-07T03:00 3.6
174 2026-03-07T04:00 2.8
175 2026-03-07T05:00 2.9
176 2026-03-07T06:00 3.3
177 2026-03-07T07:00 4.2
178 2026-03-07T08:00 6.1
179 2026-03-07T09:00 9.0
180 2026-03-07T10:00 11.6
181 2026-03-07T11:00 13.7
182 2026-03-07T12:00 15.1
183 2026-03-07T13:00 16.2
184 2026-03-07T14:00 16.4
185 2026-03-07T15:00 16.4
186 2026-03-07T16:00 16.4
187 2026-03-07T17:00 14.7
188 2026-03-07T18:00 12.8
189 2026-03-07T19:00 11.5
190 2026-03-07T20:00 10.2
191 2026-03-07T21:00 9.0
192 2026-03-07T22:00 8.1
193 2026-03-07T23:00 7.3

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16
08/ex1/pyproject.toml Normal file
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@@ -0,0 +1,16 @@
[project]
name = "ex1"
version = "1.0.0"
requires-python = ">=3.10"
dependencies = [
"pandas",
"numpy",
"matplotlib",
]
[tool.poetry]
package-mode = false

3
08/ex1/requirements.txt Normal file
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@@ -0,0 +1,3 @@
pandas
numpy
matplotlib

5
08/ex2/.env.example Normal file
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@@ -0,0 +1,5 @@
MATRIX_MODE="" # "development" or "production"
DATABASE_URL="" # Connection string for data storage
API_KEY="" # Secret key for external services
LOG_LEVEL="" # Logging verbosity
ZION_ENDPOINT="" # URL for the resistance network

1
08/ex2/.gitignore vendored Normal file
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.env

9
08/ex2/oracle.py Normal file
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@@ -0,0 +1,9 @@
from dotenv import load_dotenv
def main() -> None:
pass
if __name__ == "__main__":
main()