Last change
on this file since c54ca97 was
0a79fd9,
checked in by Thierry Delisle <tdelisle@…>, 3 years ago
|
Simple python tool to down sample data
|
-
Property mode set to
100755
|
File size:
670 bytes
|
Line | |
---|
1 | #!/usr/bin/python3 |
---|
2 | |
---|
3 | import argparse, json, random, sys |
---|
4 | |
---|
5 | parser = argparse.ArgumentParser() |
---|
6 | parser.add_argument('--infile', type=argparse.FileType('r'), default=sys.stdin) |
---|
7 | parser.add_argument('--outfile', type=argparse.FileType('w'), default=sys.stdout) |
---|
8 | |
---|
9 | args = parser.parse_args() |
---|
10 | |
---|
11 | data = json.load(args.infile) |
---|
12 | |
---|
13 | |
---|
14 | |
---|
15 | print(len(data['values'])) |
---|
16 | print(int(len(data['values']) / 1000)) |
---|
17 | |
---|
18 | sample = random.sample(data['values'], int(len(data['values']) / 1000)) |
---|
19 | print(len(sample)) |
---|
20 | |
---|
21 | # Sort by timestamp (the second element) |
---|
22 | # take second element for sort |
---|
23 | def takeSecond(elem): |
---|
24 | return elem[1] |
---|
25 | |
---|
26 | sample.sort(key=takeSecond) |
---|
27 | |
---|
28 | data['values'] = sample |
---|
29 | json.dump(data, args.outfile) |
---|
Note: See
TracBrowser
for help on using the repository browser.