-
Notifications
You must be signed in to change notification settings - Fork 1
Expand file tree
/
Copy pathconvert_data.py
More file actions
149 lines (116 loc) Β· 3.85 KB
/
convert_data.py
File metadata and controls
149 lines (116 loc) Β· 3.85 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
#!/usr/bin/env python3
"""
Data serialization and format conversion utilities.
Usage:
python convert_data.py <input> <output> [--format FORMAT]
"""
import sys
from pathlib import Path
try:
import codomyrmex
except ImportError:
project_root = Path(__file__).resolve().parent.parent.parent
sys.path.insert(0, str(project_root / "src"))
import argparse
import csv
import json
def load_json(path: Path) -> any:
with open(path) as f:
return json.load(f)
def save_json(data: any, path: Path):
with open(path, "w") as f:
json.dump(data, f, indent=2)
def load_csv(path: Path) -> list:
with open(path) as f:
return list(csv.DictReader(f))
def save_csv(data: list, path: Path):
if not data:
return
with open(path, "w", newline="") as f:
writer = csv.DictWriter(f, fieldnames=data[0].keys())
writer.writeheader()
writer.writerows(data)
def load_yaml(path: Path) -> any:
try:
import yaml
with open(path) as f:
return yaml.safe_load(f)
except ImportError:
raise ImportError("PyYAML not installed")
def save_yaml(data: any, path: Path):
try:
import yaml
with open(path, "w") as f:
yaml.dump(data, f, default_flow_style=False)
except ImportError:
raise ImportError("PyYAML not installed")
LOADERS = {".json": load_json, ".csv": load_csv, ".yaml": load_yaml, ".yml": load_yaml}
SAVERS = {".json": save_json, ".csv": save_csv, ".yaml": save_yaml, ".yml": save_yaml}
def main():
parser = argparse.ArgumentParser(description="Convert data between formats")
parser.add_argument("input", nargs="?", help="Input file")
parser.add_argument("output", nargs="?", help="Output file")
parser.add_argument(
"--format", "-f", choices=["json", "csv", "yaml"], help="Output format"
)
parser.add_argument(
"--pretty", "-p", action="store_true", help="Pretty print output"
)
args = parser.parse_args()
if not args.input:
print("π Data Converter\n")
print("Converts between JSON, CSV, and YAML formats.\n")
print("Usage:")
print(" python convert_data.py data.json data.csv")
print(" python convert_data.py data.yaml data.json")
print(" python convert_data.py data.csv data.yaml")
return 0
input_path = Path(args.input)
if not input_path.exists():
print(f"β Input not found: {args.input}")
return 1
# Determine formats
input_ext = input_path.suffix.lower()
if input_ext not in LOADERS:
print(f"β Unsupported input format: {input_ext}")
return 1
if args.output:
output_path = Path(args.output)
output_ext = (
output_path.suffix.lower() if not args.format else f".{args.format}"
)
else:
output_path = None
output_ext = None
# Load
print(f"π₯ Loading: {input_path.name}")
try:
data = LOADERS[input_ext](input_path)
except Exception as e:
print(f"β Load error: {e}")
return 1
# Stats
if isinstance(data, list):
print(f" Records: {len(data)}")
elif isinstance(data, dict):
print(f" Keys: {len(data)}")
# Save or print
if output_path:
if output_ext not in SAVERS:
print(f"β Unsupported output format: {output_ext}")
return 1
print(f"π€ Saving: {output_path.name}")
try:
SAVERS[output_ext](data, output_path)
print(f"β
Converted to {output_ext}")
except Exception as e:
print(f"β Save error: {e}")
return 1
else:
print("\nπ Data preview:")
print(json.dumps(data, indent=2)[:500])
if len(json.dumps(data)) > 500:
print("\n ... (truncated)")
return 0
if __name__ == "__main__":
sys.exit(main())