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Add bandit suppressions to tracker functions #9004

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Jan 28, 2025
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Add bandit suppressions to tracker functions #9004

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8c01754
Add bandit suppressions to tracker functions
SpecLad Jan 28, 2025
862229f
Fix pylint warnings in siammask
SpecLad Jan 28, 2025
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24 changes: 14 additions & 10 deletions serverless/pytorch/dschoerk/transt/nuclio/model_handler.py
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Original file line number Diff line number Diff line change
Expand Up @@ -18,20 +18,24 @@ def __init__(self):
self.tracker = Tracker(name='transt', net=net, window_penalty=0.49, exemplar_size=128, instance_size=256)

def decode_state(self, state):
self.tracker.net.net.zf = jsonpickle.decode(state['model.net.net.zf'])
self.tracker.net.net.pos_template = jsonpickle.decode(state['model.net.net.pos_template'])
# The server ensures that `state` is one of the values that the function itself
# has previously output. Therefore it should be safe to use jsonpickle.
decode = jsonpickle.decode # nosec: B301

self.tracker.window = jsonpickle.decode(state['model.window'])
self.tracker.center_pos = jsonpickle.decode(state['model.center_pos'])
self.tracker.size = jsonpickle.decode(state['model.size'])
self.tracker.channel_average = jsonpickle.decode(state['model.channel_average'])
self.tracker.mean = jsonpickle.decode(state['model.mean'])
self.tracker.std = jsonpickle.decode(state['model.std'])
self.tracker.inplace = jsonpickle.decode(state['model.inplace'])
self.tracker.net.net.zf = decode(state['model.net.net.zf'])
self.tracker.net.net.pos_template = decode(state['model.net.net.pos_template'])

self.tracker.window = decode(state['model.window'])
self.tracker.center_pos = decode(state['model.center_pos'])
self.tracker.size = decode(state['model.size'])
self.tracker.channel_average = decode(state['model.channel_average'])
self.tracker.mean = decode(state['model.mean'])
self.tracker.std = decode(state['model.std'])
self.tracker.inplace = decode(state['model.inplace'])

self.tracker.features_initialized = False
if 'model.features_initialized' in state:
self.tracker.features_initialized = jsonpickle.decode(state['model.features_initialized'])
self.tracker.features_initialized = decode(state['model.features_initialized'])

def encode_state(self):
state = {}
Expand Down
11 changes: 9 additions & 2 deletions serverless/pytorch/foolwood/siammask/nuclio/model_handler.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,11 +2,16 @@
#
# SPDX-License-Identifier: MIT

from tools.test import *
import os
from copy import copy

import jsonpickle
import numpy as np
import torch

from tools.test import siamese_init, siamese_track
from utils.config_helper import load_config
from utils.load_helper import load_pretrain

class ModelHandler:
def __init__(self):
Expand Down Expand Up @@ -37,7 +42,9 @@ def encode_state(self, state):

def decode_state(self, state):
for k,v in state.items():
state[k] = jsonpickle.decode(v)
# The server ensures that `state` is one of the values that the function itself
# has previously output. Therefore it should be safe to use jsonpickle.
state[k] = jsonpickle.decode(v) # nosec: B301

state['net'] = copy(self.siammask)
state['net'].zf = state['net.zf']
Expand Down
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