1
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import concurrent.futures |
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import configparser |
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import logging |
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import multiprocessing |
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import os |
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import shutil |
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import signal |
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import sys |
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import tabpy |
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from tabpy.tabpy import __version__ |
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from tabpy.tabpy_server.app.app_parameters import ConfigParameters, SettingsParameters |
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from tabpy.tabpy_server.app.util import parse_pwd_file |
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from tabpy.tabpy_server.management.state import TabPyState |
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from tabpy.tabpy_server.management.util import _get_state_from_file |
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from tabpy.tabpy_server.psws.callbacks import init_model_evaluator, init_ps_server |
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from tabpy.tabpy_server.psws.python_service import PythonService, PythonServiceHandler |
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from tabpy.tabpy_server.handlers import ( |
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EndpointHandler, |
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EndpointsHandler, |
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EvaluationPlaneHandler, |
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EvaluationPlaneDisabledHandler, |
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QueryPlaneHandler, |
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ServiceInfoHandler, |
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StatusHandler, |
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UploadDestinationHandler, |
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) |
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import tornado |
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import tabpy.tabpy_server.app.arrow_server as pa |
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import _thread |
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logger = logging.getLogger(__name__) |
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def _init_asyncio_patch(): |
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""" |
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Select compatible event loop for Tornado 5+. |
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As of Python 3.8, the default event loop on Windows is `proactor`, |
37
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however Tornado requires the old default "selector" event loop. |
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As Tornado has decided to leave this to users to set, MkDocs needs |
39
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to set it. See https://github.com/tornadoweb/tornado/issues/2608. |
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""" |
41
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if sys.platform.startswith("win") and sys.version_info >= (3, 8): |
42
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import asyncio |
43
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try: |
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from asyncio import WindowsSelectorEventLoopPolicy |
45
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except ImportError: |
46
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pass # Can't assign a policy which doesn't exist. |
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else: |
48
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if not isinstance(asyncio.get_event_loop_policy(), WindowsSelectorEventLoopPolicy): |
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asyncio.set_event_loop_policy(WindowsSelectorEventLoopPolicy()) |
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1 |
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class TabPyApp: |
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""" |
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TabPy application class for keeping context like settings, state, etc. |
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""" |
56
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57
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settings = {} |
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subdirectory = "" |
59
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tabpy_state = None |
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python_service = None |
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credentials = {} |
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63
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def __init__(self, config_file): |
64
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if config_file is None: |
65
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1 |
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config_file = os.path.join( |
66
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os.path.dirname(__file__), os.path.pardir, "common", "default.conf" |
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) |
68
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69
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if os.path.isfile(config_file): |
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try: |
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from logging import config |
72
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config.fileConfig(config_file, disable_existing_loggers=False) |
73
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except KeyError: |
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logging.basicConfig(level=logging.DEBUG) |
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self._parse_config(config_file) |
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78
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1 |
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def run(self): |
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application = self._create_tornado_web_app() |
80
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max_request_size = ( |
81
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int(self.settings[SettingsParameters.MaxRequestSizeInMb]) * 1024 * 1024 |
82
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) |
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logger.info(f"Setting max request size to {max_request_size} bytes") |
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85
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init_model_evaluator(self.settings, self.tabpy_state, self.python_service) |
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|
87
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protocol = self.settings[SettingsParameters.TransferProtocol] |
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ssl_options = None |
89
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if protocol == "https": |
90
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ssl_options = { |
91
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"certfile": self.settings[SettingsParameters.CertificateFile], |
92
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"keyfile": self.settings[SettingsParameters.KeyFile], |
93
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} |
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elif protocol != "http": |
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msg = f"Unsupported transfer protocol {protocol}." |
96
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logger.critical(msg) |
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raise RuntimeError(msg) |
98
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|
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settings = {} |
100
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if self.settings[SettingsParameters.GzipEnabled] is True: |
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settings["decompress_request"] = True |
102
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103
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application.listen( |
104
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self.settings[SettingsParameters.Port], |
105
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ssl_options=ssl_options, |
106
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max_buffer_size=max_request_size, |
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max_body_size=max_request_size, |
108
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**settings, |
109
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) |
110
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111
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logger.info( |
112
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"Web service listening on port " |
113
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f"{str(self.settings[SettingsParameters.Port])}" |
114
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) |
115
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|
116
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# Define a function for the thread |
117
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def start_pyarrow(): |
118
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pa.start() |
119
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|
120
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try: |
121
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_thread.start_new_thread(start_pyarrow, ()) |
122
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except Exception as e: |
123
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print(e) |
124
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print("Error: unable to start pyarrow server") |
125
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|
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|
126
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tornado.ioloop.IOLoop.instance().start() |
127
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|
128
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1 |
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def _create_tornado_web_app(self): |
129
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1 |
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class TabPyTornadoApp(tornado.web.Application): |
130
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1 |
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is_closing = False |
131
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|
132
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1 |
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def signal_handler(self, signal, _): |
133
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logger.critical(f"Exiting on signal {signal}...") |
134
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self.is_closing = True |
135
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|
136
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1 |
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def try_exit(self): |
137
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if self.is_closing: |
138
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tornado.ioloop.IOLoop.instance().stop() |
139
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logger.info("Shutting down TabPy...") |
140
|
|
|
|
141
|
1 |
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logger.info("Initializing TabPy...") |
142
|
1 |
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tornado.ioloop.IOLoop.instance().run_sync( |
143
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lambda: init_ps_server(self.settings, self.tabpy_state) |
144
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) |
145
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1 |
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logger.info("Done initializing TabPy.") |
146
|
|
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|
147
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1 |
|
executor = concurrent.futures.ThreadPoolExecutor( |
148
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max_workers=multiprocessing.cpu_count() |
149
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) |
150
|
|
|
|
151
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# initialize Tornado application |
152
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1 |
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_init_asyncio_patch() |
153
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1 |
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application = TabPyTornadoApp( |
154
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[ |
155
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( |
156
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self.subdirectory + r"/query/([^/]+)", |
157
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QueryPlaneHandler, |
158
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dict(app=self), |
159
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), |
160
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(self.subdirectory + r"/status", StatusHandler, dict(app=self)), |
161
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(self.subdirectory + r"/info", ServiceInfoHandler, dict(app=self)), |
162
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(self.subdirectory + r"/endpoints", EndpointsHandler, dict(app=self)), |
163
|
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( |
164
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self.subdirectory + r"/endpoints/([^/]+)?", |
165
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EndpointHandler, |
166
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dict(app=self), |
167
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), |
168
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( |
169
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self.subdirectory + r"/evaluate", |
170
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EvaluationPlaneHandler if self.settings[SettingsParameters.EvaluateEnabled] |
171
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else EvaluationPlaneDisabledHandler, |
172
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dict(executor=executor, app=self), |
173
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), |
174
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( |
175
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self.subdirectory + r"/configurations/endpoint_upload_destination", |
176
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|
UploadDestinationHandler, |
177
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dict(app=self), |
178
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), |
179
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|
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( |
180
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self.subdirectory + r"/(.*)", |
181
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tornado.web.StaticFileHandler, |
182
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dict( |
183
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path=self.settings[SettingsParameters.StaticPath], |
184
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default_filename="index.html", |
185
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), |
186
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), |
187
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], |
188
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debug=False, |
189
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**self.settings, |
190
|
|
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) |
191
|
|
|
|
192
|
1 |
|
signal.signal(signal.SIGINT, application.signal_handler) |
193
|
1 |
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tornado.ioloop.PeriodicCallback(application.try_exit, 500).start() |
194
|
|
|
|
195
|
1 |
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signal.signal(signal.SIGINT, application.signal_handler) |
196
|
1 |
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tornado.ioloop.PeriodicCallback(application.try_exit, 500).start() |
197
|
|
|
|
198
|
1 |
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return application |
199
|
|
|
|
200
|
1 |
|
def _set_parameter(self, parser, settings_key, config_key, default_val, parse_function): |
201
|
1 |
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key_is_set = False |
202
|
|
|
|
203
|
1 |
|
if ( |
204
|
|
|
config_key is not None |
205
|
|
|
and parser.has_section("TabPy") |
206
|
|
|
and parser.has_option("TabPy", config_key) |
207
|
|
|
): |
208
|
1 |
|
if parse_function is None: |
209
|
1 |
|
parse_function = parser.get |
210
|
1 |
|
self.settings[settings_key] = parse_function("TabPy", config_key) |
211
|
1 |
|
key_is_set = True |
212
|
1 |
|
logger.debug( |
213
|
|
|
f"Parameter {settings_key} set to " |
214
|
|
|
f'"{self.settings[settings_key]}" ' |
215
|
|
|
"from config file or environment variable" |
216
|
|
|
) |
217
|
|
|
|
218
|
1 |
|
if not key_is_set and default_val is not None: |
219
|
1 |
|
self.settings[settings_key] = default_val |
220
|
1 |
|
key_is_set = True |
221
|
1 |
|
logger.debug( |
222
|
|
|
f"Parameter {settings_key} set to " |
223
|
|
|
f'"{self.settings[settings_key]}" ' |
224
|
|
|
"from default value" |
225
|
|
|
) |
226
|
|
|
|
227
|
1 |
|
if not key_is_set: |
228
|
1 |
|
logger.debug(f"Parameter {settings_key} is not set") |
229
|
|
|
|
230
|
1 |
|
def _parse_config(self, config_file): |
231
|
|
|
"""Provide consistent mechanism for pulling in configuration. |
232
|
|
|
|
233
|
|
|
Attempt to retain backward compatibility for |
234
|
|
|
existing implementations by grabbing port |
235
|
|
|
setting from CLI first. |
236
|
|
|
|
237
|
|
|
Take settings in the following order: |
238
|
|
|
|
239
|
|
|
1. CLI arguments if present |
240
|
|
|
2. config file |
241
|
|
|
3. OS environment variables (for ease of |
242
|
|
|
setting defaults if not present) |
243
|
|
|
4. current defaults if a setting is not present in any location |
244
|
|
|
|
245
|
|
|
Additionally provide similar configuration capabilities in between |
246
|
|
|
config file and environment variables. |
247
|
|
|
For consistency use the same variable name in the config file as |
248
|
|
|
in the os environment. |
249
|
|
|
For naming standards use all capitals and start with 'TABPY_' |
250
|
|
|
""" |
251
|
1 |
|
self.settings = {} |
252
|
1 |
|
self.subdirectory = "" |
253
|
1 |
|
self.tabpy_state = None |
254
|
1 |
|
self.python_service = None |
255
|
1 |
|
self.credentials = {} |
256
|
|
|
|
257
|
1 |
|
pkg_path = os.path.dirname(tabpy.__file__) |
258
|
|
|
|
259
|
1 |
|
parser = configparser.ConfigParser(os.environ) |
260
|
1 |
|
logger.info(f"Parsing config file {config_file}") |
261
|
|
|
|
262
|
1 |
|
file_exists = False |
263
|
1 |
|
if os.path.isfile(config_file): |
264
|
1 |
|
try: |
265
|
1 |
|
with open(config_file, 'r') as f: |
266
|
1 |
|
parser.read_string(f.read()) |
267
|
1 |
|
file_exists = True |
268
|
|
|
except Exception: |
269
|
|
|
pass |
270
|
|
|
|
271
|
1 |
|
if not file_exists: |
272
|
1 |
|
logger.warning( |
273
|
|
|
f"Unable to open config file {config_file}, " |
274
|
|
|
"using default settings." |
275
|
|
|
) |
276
|
|
|
|
277
|
1 |
|
settings_parameters = [ |
278
|
|
|
(SettingsParameters.Port, ConfigParameters.TABPY_PORT, 9004, None), |
279
|
|
|
(SettingsParameters.ServerVersion, None, __version__, None), |
280
|
|
|
(SettingsParameters.EvaluateEnabled, ConfigParameters.TABPY_EVALUATE_ENABLE, |
281
|
|
|
True, parser.getboolean), |
282
|
|
|
(SettingsParameters.EvaluateTimeout, ConfigParameters.TABPY_EVALUATE_TIMEOUT, |
283
|
|
|
30, parser.getfloat), |
284
|
|
|
(SettingsParameters.UploadDir, ConfigParameters.TABPY_QUERY_OBJECT_PATH, |
285
|
|
|
os.path.join(pkg_path, "tmp", "query_objects"), None), |
286
|
|
|
(SettingsParameters.TransferProtocol, ConfigParameters.TABPY_TRANSFER_PROTOCOL, |
287
|
|
|
"http", None), |
288
|
|
|
(SettingsParameters.CertificateFile, ConfigParameters.TABPY_CERTIFICATE_FILE, |
289
|
|
|
None, None), |
290
|
|
|
(SettingsParameters.KeyFile, ConfigParameters.TABPY_KEY_FILE, None, None), |
291
|
|
|
(SettingsParameters.StateFilePath, ConfigParameters.TABPY_STATE_PATH, |
292
|
|
|
os.path.join(pkg_path, "tabpy_server"), None), |
293
|
|
|
(SettingsParameters.StaticPath, ConfigParameters.TABPY_STATIC_PATH, |
294
|
|
|
os.path.join(pkg_path, "tabpy_server", "static"), None), |
295
|
|
|
(ConfigParameters.TABPY_PWD_FILE, ConfigParameters.TABPY_PWD_FILE, None, None), |
296
|
|
|
(SettingsParameters.LogRequestContext, ConfigParameters.TABPY_LOG_DETAILS, |
297
|
|
|
"false", None), |
298
|
|
|
(SettingsParameters.MaxRequestSizeInMb, ConfigParameters.TABPY_MAX_REQUEST_SIZE_MB, |
299
|
|
|
100, None), |
300
|
|
|
(SettingsParameters.GzipEnabled, ConfigParameters.TABPY_GZIP_ENABLE, |
301
|
|
|
True, parser.getboolean), |
302
|
|
|
] |
303
|
|
|
|
304
|
1 |
|
for setting, parameter, default_val, parse_function in settings_parameters: |
305
|
1 |
|
self._set_parameter(parser, setting, parameter, default_val, parse_function) |
306
|
|
|
|
307
|
1 |
|
if not os.path.exists(self.settings[SettingsParameters.UploadDir]): |
308
|
1 |
|
os.makedirs(self.settings[SettingsParameters.UploadDir]) |
309
|
|
|
|
310
|
|
|
# set and validate transfer protocol |
311
|
1 |
|
self.settings[SettingsParameters.TransferProtocol] = self.settings[ |
312
|
|
|
SettingsParameters.TransferProtocol |
313
|
|
|
].lower() |
314
|
|
|
|
315
|
1 |
|
self._validate_transfer_protocol_settings() |
316
|
|
|
|
317
|
|
|
# if state.ini does not exist try and create it - remove |
318
|
|
|
# last dependence on batch/shell script |
319
|
1 |
|
self.settings[SettingsParameters.StateFilePath] = os.path.realpath( |
320
|
|
|
os.path.normpath( |
321
|
|
|
os.path.expanduser(self.settings[SettingsParameters.StateFilePath]) |
322
|
|
|
) |
323
|
|
|
) |
324
|
1 |
|
state_config, self.tabpy_state = self._build_tabpy_state() |
325
|
|
|
|
326
|
1 |
|
self.python_service = PythonServiceHandler(PythonService()) |
327
|
1 |
|
self.settings["compress_response"] = True |
328
|
1 |
|
self.settings[SettingsParameters.StaticPath] = os.path.abspath( |
329
|
|
|
self.settings[SettingsParameters.StaticPath] |
330
|
|
|
) |
331
|
1 |
|
logger.debug( |
332
|
|
|
f"Static pages folder set to " |
333
|
|
|
f'"{self.settings[SettingsParameters.StaticPath]}"' |
334
|
|
|
) |
335
|
|
|
|
336
|
|
|
# Set subdirectory from config if applicable |
337
|
1 |
|
if state_config.has_option("Service Info", "Subdirectory"): |
338
|
1 |
|
self.subdirectory = "/" + state_config.get("Service Info", "Subdirectory") |
339
|
|
|
|
340
|
|
|
# If passwords file specified load credentials |
341
|
1 |
|
if ConfigParameters.TABPY_PWD_FILE in self.settings: |
342
|
1 |
|
if not self._parse_pwd_file(): |
343
|
1 |
|
msg = ( |
344
|
|
|
"Failed to read passwords file " |
345
|
|
|
f"{self.settings[ConfigParameters.TABPY_PWD_FILE]}" |
346
|
|
|
) |
347
|
1 |
|
logger.critical(msg) |
348
|
1 |
|
raise RuntimeError(msg) |
349
|
|
|
else: |
350
|
1 |
|
logger.info( |
351
|
|
|
"Password file is not specified: " "Authentication is not enabled" |
352
|
|
|
) |
353
|
|
|
|
354
|
1 |
|
features = self._get_features() |
355
|
1 |
|
self.settings[SettingsParameters.ApiVersions] = {"v1": {"features": features}} |
356
|
|
|
|
357
|
1 |
|
self.settings[SettingsParameters.LogRequestContext] = ( |
358
|
|
|
self.settings[SettingsParameters.LogRequestContext].lower() != "false" |
359
|
|
|
) |
360
|
1 |
|
call_context_state = ( |
361
|
|
|
"enabled" |
362
|
|
|
if self.settings[SettingsParameters.LogRequestContext] |
363
|
|
|
else "disabled" |
364
|
|
|
) |
365
|
1 |
|
logger.info(f"Call context logging is {call_context_state}") |
366
|
|
|
|
367
|
1 |
|
def _validate_transfer_protocol_settings(self): |
368
|
1 |
|
if SettingsParameters.TransferProtocol not in self.settings: |
369
|
|
|
msg = "Missing transfer protocol information." |
370
|
|
|
logger.critical(msg) |
371
|
|
|
raise RuntimeError(msg) |
372
|
|
|
|
373
|
1 |
|
protocol = self.settings[SettingsParameters.TransferProtocol] |
374
|
|
|
|
375
|
1 |
|
if protocol == "http": |
376
|
1 |
|
return |
377
|
|
|
|
378
|
1 |
|
if protocol != "https": |
379
|
1 |
|
msg = f"Unsupported transfer protocol: {protocol}" |
380
|
1 |
|
logger.critical(msg) |
381
|
1 |
|
raise RuntimeError(msg) |
382
|
|
|
|
383
|
1 |
|
self._validate_cert_key_state( |
384
|
|
|
"The parameter(s) {} must be set.", |
385
|
|
|
SettingsParameters.CertificateFile in self.settings, |
386
|
|
|
SettingsParameters.KeyFile in self.settings, |
387
|
|
|
) |
388
|
1 |
|
cert = self.settings[SettingsParameters.CertificateFile] |
389
|
|
|
|
390
|
1 |
|
self._validate_cert_key_state( |
391
|
|
|
"The parameter(s) {} must point to " "an existing file.", |
392
|
|
|
os.path.isfile(cert), |
393
|
|
|
os.path.isfile(self.settings[SettingsParameters.KeyFile]), |
394
|
|
|
) |
395
|
1 |
|
tabpy.tabpy_server.app.util.validate_cert(cert) |
396
|
|
|
|
397
|
1 |
|
@staticmethod |
398
|
|
|
def _validate_cert_key_state(msg, cert_valid, key_valid): |
399
|
1 |
|
cert_and_key_param = ( |
400
|
|
|
f"{ConfigParameters.TABPY_CERTIFICATE_FILE} and " |
401
|
|
|
f"{ConfigParameters.TABPY_KEY_FILE}" |
402
|
|
|
) |
403
|
1 |
|
https_error = "Error using HTTPS: " |
404
|
1 |
|
err = None |
405
|
1 |
|
if not cert_valid and not key_valid: |
406
|
1 |
|
err = https_error + msg.format(cert_and_key_param) |
407
|
1 |
|
elif not cert_valid: |
408
|
1 |
|
err = https_error + msg.format(ConfigParameters.TABPY_CERTIFICATE_FILE) |
409
|
1 |
|
elif not key_valid: |
410
|
1 |
|
err = https_error + msg.format(ConfigParameters.TABPY_KEY_FILE) |
411
|
|
|
|
412
|
1 |
|
if err is not None: |
413
|
1 |
|
logger.critical(err) |
414
|
1 |
|
raise RuntimeError(err) |
415
|
|
|
|
416
|
1 |
|
def _parse_pwd_file(self): |
417
|
1 |
|
succeeded, self.credentials = parse_pwd_file( |
418
|
|
|
self.settings[ConfigParameters.TABPY_PWD_FILE] |
419
|
|
|
) |
420
|
|
|
|
421
|
1 |
|
if succeeded and len(self.credentials) == 0: |
422
|
1 |
|
logger.error("No credentials found") |
423
|
1 |
|
succeeded = False |
424
|
|
|
|
425
|
1 |
|
return succeeded |
426
|
|
|
|
427
|
1 |
|
def _get_features(self): |
428
|
1 |
|
features = {} |
429
|
|
|
|
430
|
|
|
# Check for auth |
431
|
1 |
|
if ConfigParameters.TABPY_PWD_FILE in self.settings: |
432
|
1 |
|
features["authentication"] = { |
433
|
|
|
"required": True, |
434
|
|
|
"methods": {"basic-auth": {}}, |
435
|
|
|
} |
436
|
|
|
|
437
|
1 |
|
features["evaluate_enabled"] = self.settings[SettingsParameters.EvaluateEnabled] |
438
|
1 |
|
features["gzip_enabled"] = self.settings[SettingsParameters.GzipEnabled] |
439
|
1 |
|
return features |
440
|
|
|
|
441
|
1 |
|
def _build_tabpy_state(self): |
442
|
1 |
|
pkg_path = os.path.dirname(tabpy.__file__) |
443
|
1 |
|
state_file_dir = self.settings[SettingsParameters.StateFilePath] |
444
|
1 |
|
state_file_path = os.path.join(state_file_dir, "state.ini") |
445
|
1 |
|
if not os.path.isfile(state_file_path): |
446
|
|
|
state_file_template_path = os.path.join( |
447
|
|
|
pkg_path, "tabpy_server", "state.ini.template" |
448
|
|
|
) |
449
|
|
|
logger.debug( |
450
|
|
|
f"File {state_file_path} not found, creating from " |
451
|
|
|
f"template {state_file_template_path}..." |
452
|
|
|
) |
453
|
|
|
shutil.copy(state_file_template_path, state_file_path) |
454
|
|
|
|
455
|
1 |
|
logger.info(f"Loading state from state file {state_file_path}") |
456
|
1 |
|
tabpy_state = _get_state_from_file(state_file_dir) |
457
|
|
|
return tabpy_state, TabPyState(config=tabpy_state, settings=self.settings) |
458
|
|
|
|