Spaces:
Running
Running
Add examples for requests and responses in RestAPI
Browse files- api.py +37 -4
- resources/examples.json +1714 -0
- schemes.py +13 -1
api.py
CHANGED
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@@ -1,7 +1,9 @@
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import base64
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import torch
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from fastapi import FastAPI
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import uvicorn
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from stegno import generate, decrypt
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@@ -13,17 +15,30 @@ from schemes import DecryptionBody, EncryptionBody
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app = FastAPI()
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-
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async def encrypt_api(
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body: EncryptionBody,
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):
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model, tokenizer = ModelFactory.load_model(body.gen_model)
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text, msg_rate, tokens_info = generate(
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tokenizer=tokenizer,
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model=model,
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prompt=body.prompt,
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msg=
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start_pos_p=[body.start_pos],
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delta=body.delta,
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msg_base=body.msg_base,
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@@ -37,7 +52,16 @@ async def encrypt_api(
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return {"text": text, "msg_rate": msg_rate, "tokens_info": tokens_info}
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@app.post(
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async def decrypt_api(body: DecryptionBody):
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model, tokenizer = ModelFactory.load_model(body.gen_model)
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msgs = decrypt(
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@@ -57,7 +81,16 @@ async def decrypt_api(body: DecryptionBody):
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return msg_b64
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@app.get(
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async def default_config():
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configs = {
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"default": {
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import base64
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import json
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import torch
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from fastapi import FastAPI
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from fastapi.openapi.utils import get_openapi
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import uvicorn
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from stegno import generate, decrypt
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app = FastAPI()
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with open("resources/examples.json", "r") as f:
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examples = json.load(f)
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@app.post(
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"/encrypt",
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responses={
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200: {
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"content": {
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"application/json": {"example": examples["encrypt"]["response"]}
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}
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}
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},
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)
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async def encrypt_api(
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body: EncryptionBody,
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):
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byte_msg = base64.b64decode(body.msg)
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model, tokenizer = ModelFactory.load_model(body.gen_model)
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text, msg_rate, tokens_info = generate(
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tokenizer=tokenizer,
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model=model,
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prompt=body.prompt,
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msg=byte_msg,
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start_pos_p=[body.start_pos],
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delta=body.delta,
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msg_base=body.msg_base,
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return {"text": text, "msg_rate": msg_rate, "tokens_info": tokens_info}
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@app.post(
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"/decrypt",
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responses={
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200: {
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"content": {
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"application/json": {"example": examples["decrypt"]["response"]}
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}
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}
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},
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)
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async def decrypt_api(body: DecryptionBody):
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model, tokenizer = ModelFactory.load_model(body.gen_model)
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msgs = decrypt(
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return msg_b64
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@app.get(
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"/configs",
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responses={
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200: {
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"content": {
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"application/json": {"example": examples["configs"]["response"]}
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},
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}
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},
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)
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async def default_config():
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configs = {
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"default": {
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resources/examples.json
ADDED
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@@ -0,0 +1,1714 @@
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|
| 1624 |
+
},
|
| 1625 |
+
{
|
| 1626 |
+
"token": "_",
|
| 1627 |
+
"base_enc": 1,
|
| 1628 |
+
"byte_enc": 164,
|
| 1629 |
+
"base_msg": -1,
|
| 1630 |
+
"byte_msg": -1,
|
| 1631 |
+
"byte_id": 24
|
| 1632 |
+
},
|
| 1633 |
+
{
|
| 1634 |
+
"token": "w",
|
| 1635 |
+
"base_enc": 0,
|
| 1636 |
+
"byte_enc": 164,
|
| 1637 |
+
"base_msg": -1,
|
| 1638 |
+
"byte_msg": -1,
|
| 1639 |
+
"byte_id": 24
|
| 1640 |
+
},
|
| 1641 |
+
{
|
| 1642 |
+
"token": "anted",
|
| 1643 |
+
"base_enc": 0,
|
| 1644 |
+
"byte_enc": 164,
|
| 1645 |
+
"base_msg": -1,
|
| 1646 |
+
"byte_msg": -1,
|
| 1647 |
+
"byte_id": 24
|
| 1648 |
+
},
|
| 1649 |
+
{
|
| 1650 |
+
"token": "_",
|
| 1651 |
+
"base_enc": 0,
|
| 1652 |
+
"byte_enc": 0,
|
| 1653 |
+
"base_msg": -1,
|
| 1654 |
+
"byte_msg": -1,
|
| 1655 |
+
"byte_id": 25
|
| 1656 |
+
},
|
| 1657 |
+
{
|
| 1658 |
+
"token": "to",
|
| 1659 |
+
"base_enc": 0,
|
| 1660 |
+
"byte_enc": 0,
|
| 1661 |
+
"base_msg": -1,
|
| 1662 |
+
"byte_msg": -1,
|
| 1663 |
+
"byte_id": 25
|
| 1664 |
+
},
|
| 1665 |
+
{
|
| 1666 |
+
"token": "/",
|
| 1667 |
+
"base_enc": 0,
|
| 1668 |
+
"byte_enc": 0,
|
| 1669 |
+
"base_msg": -1,
|
| 1670 |
+
"byte_msg": -1,
|
| 1671 |
+
"byte_id": 25
|
| 1672 |
+
}
|
| 1673 |
+
]
|
| 1674 |
+
}
|
| 1675 |
+
},
|
| 1676 |
+
"configs": {
|
| 1677 |
+
"response": {
|
| 1678 |
+
"default": {
|
| 1679 |
+
"encrypt": {
|
| 1680 |
+
"gen_model": "gpt2",
|
| 1681 |
+
"start_pos": 0,
|
| 1682 |
+
"delta": 10,
|
| 1683 |
+
"msg_base": 2,
|
| 1684 |
+
"seed_scheme": "sha_left_hash",
|
| 1685 |
+
"window_length": 1,
|
| 1686 |
+
"private_key": 0,
|
| 1687 |
+
"max_new_tokens_ratio": 2,
|
| 1688 |
+
"num_beams": 4,
|
| 1689 |
+
"repetition_penalty": 1
|
| 1690 |
+
},
|
| 1691 |
+
"decrypt": {
|
| 1692 |
+
"gen_model": "gpt2",
|
| 1693 |
+
"msg_base": 2,
|
| 1694 |
+
"seed_scheme": "sha_left_hash",
|
| 1695 |
+
"window_length": 1,
|
| 1696 |
+
"private_key": 0
|
| 1697 |
+
}
|
| 1698 |
+
},
|
| 1699 |
+
"seed_schemes": ["dummy_hash", "sha_left_hash"],
|
| 1700 |
+
"models": [
|
| 1701 |
+
"gpt2",
|
| 1702 |
+
"gpt2_medium",
|
| 1703 |
+
"gpt2_large",
|
| 1704 |
+
"gpt2_xl",
|
| 1705 |
+
"llama_3_8b_intruct",
|
| 1706 |
+
"opt_125m",
|
| 1707 |
+
"opt_1.3b",
|
| 1708 |
+
"opt_2.7b",
|
| 1709 |
+
"opt_6.7b",
|
| 1710 |
+
"opt_13b"
|
| 1711 |
+
]
|
| 1712 |
+
}
|
| 1713 |
+
}
|
| 1714 |
+
}
|
schemes.py
CHANGED
|
@@ -1,8 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
| 1 |
from pydantic import BaseModel, Field
|
|
|
|
| 2 |
from global_config import GlobalConfig
|
| 3 |
from model_factory import ModelFactory
|
| 4 |
from seed_scheme_factory import SeedSchemeFactory
|
| 5 |
-
|
|
|
|
|
|
|
| 6 |
|
| 7 |
|
| 8 |
class EncryptionBody(BaseModel):
|
|
@@ -59,6 +65,9 @@ class EncryptionBody(BaseModel):
|
|
| 59 |
title="Penalty used to avoid repetition when sampling tokens",
|
| 60 |
ge=1,
|
| 61 |
)
|
|
|
|
|
|
|
|
|
|
| 62 |
|
| 63 |
|
| 64 |
class DecryptionBody(BaseModel):
|
|
@@ -86,3 +95,6 @@ class DecryptionBody(BaseModel):
|
|
| 86 |
title="Private key used to compute the seed for PRF",
|
| 87 |
ge=0,
|
| 88 |
)
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import json
|
| 2 |
+
from typing import Literal
|
| 3 |
+
|
| 4 |
from pydantic import BaseModel, Field
|
| 5 |
+
|
| 6 |
from global_config import GlobalConfig
|
| 7 |
from model_factory import ModelFactory
|
| 8 |
from seed_scheme_factory import SeedSchemeFactory
|
| 9 |
+
|
| 10 |
+
with open("resources/examples.json", "r") as f:
|
| 11 |
+
examples = json.load(f)
|
| 12 |
|
| 13 |
|
| 14 |
class EncryptionBody(BaseModel):
|
|
|
|
| 65 |
title="Penalty used to avoid repetition when sampling tokens",
|
| 66 |
ge=1,
|
| 67 |
)
|
| 68 |
+
model_config = {
|
| 69 |
+
"json_schema_extra": {"examples": [examples["encrypt"]["request"]]}
|
| 70 |
+
}
|
| 71 |
|
| 72 |
|
| 73 |
class DecryptionBody(BaseModel):
|
|
|
|
| 95 |
title="Private key used to compute the seed for PRF",
|
| 96 |
ge=0,
|
| 97 |
)
|
| 98 |
+
model_config = {
|
| 99 |
+
"json_schema_extra": {"examples": [examples["decrypt"]["request"]]}
|
| 100 |
+
}
|