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@ -43,13 +43,13 @@
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@ -80,11 +80,11 @@
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@ -189,7 +189,7 @@
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@ -229,12 +229,12 @@
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@ -245,10 +245,10 @@
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@ -363,11 +363,11 @@
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44
serve.py
44
serve.py
@ -151,19 +151,8 @@ lock = Lock()
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config = Config()
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def train_models(records):
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def train_models():
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lock.acquire()
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with open(config.train_data_path, 'w', newline='') as csvfile:
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spamwriter = csv.writer(
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csvfile, delimiter=' ',
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quotechar='|', quoting=csv.QUOTE_MINIMAL
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)
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spamwriter.writerow(["Job", "Time", "GPU", "Pre", "Main", "Post"])
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for record in records:
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print(record)
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spamwriter.writerow(record)
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np.random.seed(config.random_seed)
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data_gainer = Data(config)
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@ -202,10 +191,30 @@ class MyHandler(BaseHTTPRequestHandler):
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self.end_headers()
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self.wfile.write(bytes(json.dumps(msg), "utf-8"))
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elif req.path == "/feed":
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try:
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job = query.get('job')[0]
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model = query.get('model')[0]
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time = query.get('time')[0]
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pre = query.get('pre')[0]
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main = query.get('main')[0]
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post = query.get('post')[0]
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with open(config.train_data_path, 'a+', newline='') as csvfile:
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spamwriter = csv.writer(
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csvfile, delimiter=' ',
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quotechar='|', quoting=csv.QUOTE_MINIMAL
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)
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spamwriter.writerow([job, model, time, pre, main, post])
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msg = {'code': 1, 'error': "container not exist"}
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except Exception as e:
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msg = {'code': 2, 'error': str(e)}
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self.send_response(200)
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self.send_header('Content-type', 'application/json')
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self.end_headers()
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self.wfile.write(bytes(json.dumps(msg), "utf-8"))
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elif req.path == "/train":
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try:
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data = query.get('data')[0]
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records = json.load(data)
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t = Thread(target=train_models, name='train_models', args=(records,))
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t.start()
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msg = {'code': 1, 'error': "container not exist"}
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@ -254,6 +263,13 @@ if __name__ == '__main__':
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server = HTTPServer(('', PORT_NUMBER), MyHandler)
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print('Started http server on port ', PORT_NUMBER)
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with open(config.train_data_path, 'w', newline='') as csvfile:
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spamwriter = csv.writer(
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csvfile, delimiter=' ',
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quotechar='|', quoting=csv.QUOTE_MINIMAL
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)
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spamwriter.writerow(["Job", "Model", "Time", "Pre", "Main", "Post"])
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# Wait forever for incoming http requests
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server.serve_forever()
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