-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathhir.py
More file actions
47 lines (40 loc) · 1.21 KB
/
Copy pathhir.py
File metadata and controls
47 lines (40 loc) · 1.21 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
import json
import jsonschema
from pathlib import Path
from dataclasses import dataclass, field
from typing import List, Dict, Any
SCHEMA_PATH = Path("schemas/hir.json")
@dataclass
class HIR:
version: str
kind: str
name: str
framework: str
inputs: List[Dict[str, Any]]
outputs: List[str]
blocks: List[Dict[str, Any]]
metadata: Dict[str, Any] = field(default_factory=dict)
def to_dict(self) -> Dict[str, Any]:
return {
"version": self.version,
"kind": self.kind,
"name": self.name,
"framework": self.framework,
"inputs": self.inputs,
"outputs": self.outputs,
"blocks": self.blocks,
"metadata": self.metadata
}
def to_json(self) -> str:
return json.dumps(self.to_dict(), indent=2)
def validate_hir(hir_dict: Dict[str, Any]):
schema = json.loads(SCHEMA_PATH.read_text())
jsonschema.validate(instance=hir_dict, schema=schema)
def save_hir(hir_obj: HIR, path: str):
with open(path, "w") as f:
f.write(hir_obj.to_json())
def load_hir(path: str) -> Dict[str, Any]:
with open(path, "r") as f:
data = json.load(f)
validate_hir(data)
return data