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I'm trying to reproduce this piece of code, the rest of the laptops worked fine .. and here is the error .. help me figure it out
#-----------------------------
from merlion.utils import TimeSeries
from ts_datasets.anomaly import NAB
Data loader returns pandas DataFrames, which we convert to Merlion TimeSeries
time_series, metadata = NAB(subset="realKnownCause")[3]
train_data = TimeSeries.from_pd(time_series[metadata.trainval])
test_data = TimeSeries.from_pd(time_series[~metadata.trainval])
test_labels = TimeSeries.from_pd(metadata.anomaly[~metadata.trainval])
from merlion.models.defaults import DefaultDetectorConfig, DefaultDetector
model = DefaultDetector(DefaultDetectorConfig())
model.train(train_data=train_data)
test_pred = model.get_anomaly_label(time_series=test_data)
#---------------------
the files themselves downloaded normally and open, but an error will appear that the file cannot be found
FileNotFoundError Traceback (most recent call last)
Cell In[3], line 3
1 from merlion.models.defaults import DefaultDetectorConfig, DefaultDetector
2 model = DefaultDetector(DefaultDetectorConfig())
----> 3 model.train(train_data=train_data)
4 test_pred = model.get_anomaly_label(time_series=test_data)
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\merlion\models\factory.py:94, in ModelFactory.create(cls, name, return_unused_kwargs, **kwargs)
92 model._load_state(state)
93 return model, {k: v for k, v in kwargs.items() if k not in state}
---> 94 model._load_state(kwargs)
95 return model
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\merlion\models\base.py:396, in ModelBase._load_state(self, state_dict, **kwargs)
394 if "config" in state_dict: # don't re-set the config
395 state_dict.pop("config")
--> 396 self.setstate(state_dict)
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\merlion\models\anomaly\random_cut_forest.py:147, in RandomCutForest.setstate(self, state)
144 def setstate(self, state):
145 # Remove the serialized forest from the state before setting it
146 # Set the forest manually after deserializing it
--> 147 RCFSerDe = JVMSingleton.gateway().jvm.com.amazon.randomcutforest.serialize.RandomCutForestSerDe
148 forest = RCFSerDe().fromJson(state.pop("forest", None))
149 super().setstate(state)
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\merlion\models\anomaly\random_cut_forest.py:41, in JVMSingleton.gateway(cls)
38 if cls._gateway is None:
39 # --add-opens necessary to avoid exceptions in newer Java versions
40 javaopts = ["--add-opens=java.base/java.util=ALL-UNNAMED", "--add-opens=java.base/java.nio=ALL-UNNAMED"]
---> 41 cls._gateway = JavaGateway.launch_gateway(classpath=classpath, javaopts=javaopts)
42 return cls._gateway
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\venv\lib\site-packages\py4j\java_gateway.py:2159, in JavaGateway.launch_gateway(cls, port, jarpath, classpath, javaopts, die_on_exit, redirect_stdout, redirect_stderr, daemonize_redirect, java_path, create_new_process_group, enable_auth, cwd, use_shell)
2099 @classmethod
2100 def launch_gateway(
2101 cls, port=0, jarpath="", classpath="", javaopts=[],
(...)
2104 create_new_process_group=False, enable_auth=False, cwd=None,
2105 use_shell=False):
2106 """Launch a Gateway in a new Java process and create a default
2107 :class:JavaGateway <py4j.java_gateway.JavaGateway> to connect to
2108 it.
(...)
2157 connected to the Gateway server.
2158 """
-> 2159 _ret = launch_gateway(
2160 port, jarpath, classpath, javaopts, die_on_exit,
2161 redirect_stdout=redirect_stdout, redirect_stderr=redirect_stderr,
2162 daemonize_redirect=daemonize_redirect, java_path=java_path,
2163 create_new_process_group=create_new_process_group,
2164 enable_auth=enable_auth, cwd=cwd, return_proc=True,
2165 use_shell=use_shell)
2166 if enable_auth:
2167 _port, _auth_token, proc = _ret
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\venv\lib\site-packages\py4j\java_gateway.py:331, in launch_gateway(port, jarpath, classpath, javaopts, die_on_exit, redirect_stdout, redirect_stderr, daemonize_redirect, java_path, create_new_process_group, enable_auth, cwd, return_proc, use_shell)
328 popen_kwargs.update(get_create_new_process_group_kwargs())
330 popen_kwargs["shell"] = use_shell
--> 331 proc = Popen(
332 command, stdout=PIPE, stdin=PIPE, stderr=stderr, cwd=cwd,
333 **popen_kwargs)
335 # Determine which port the server started on (needed to support
336 # ephemeral ports)
337 _port = int(proc.stdout.readline())
File ~\AppData\Local\Programs\Python\Python39\lib\subprocess.py:1420, in Popen._execute_child(self, args, executable, preexec_fn, close_fds, pass_fds, cwd, env, startupinfo, creationflags, shell, p2cread, p2cwrite, c2pread, c2pwrite, errread, errwrite, unused_restore_signals, unused_gid, unused_gids, unused_uid, unused_umask, unused_start_new_session)
1418 # Start the process
1419 try:
-> 1420 hp, ht, pid, tid = _winapi.CreateProcess(executable, args,
1421 # no special security
1422 None, None,
1423 int(not close_fds),
1424 creationflags,
1425 env,
1426 cwd,
1427 startupinfo)
1428 finally:
1429 # Child is launched. Close the parent's copy of those pipe
1430 # handles that only the child should have open. You need
(...)
1433 # pipe will not close when the child process exits and the
1434 # ReadFile will hang.
1435 self._close_pipe_fds(p2cread, p2cwrite,
1436 c2pread, c2pwrite,
1437 errread, errwrite)
FileNotFoundError: [WinError 2] Не удается найти указанный файл
The text was updated successfully, but these errors were encountered:
I'm trying to reproduce this piece of code, the rest of the laptops worked fine .. and here is the error .. help me figure it out
#-----------------------------
from merlion.utils import TimeSeries
from ts_datasets.anomaly import NAB
time_series, metadata = NAB(subset="realKnownCause")[3]
train_data = TimeSeries.from_pd(time_series[metadata.trainval])
test_data = TimeSeries.from_pd(time_series[~metadata.trainval])
test_labels = TimeSeries.from_pd(metadata.anomaly[~metadata.trainval])
from merlion.models.defaults import DefaultDetectorConfig, DefaultDetector
model = DefaultDetector(DefaultDetectorConfig())
model.train(train_data=train_data)
test_pred = model.get_anomaly_label(time_series=test_data)
#---------------------
the files themselves downloaded normally and open, but an error will appear that the file cannot be found
FileNotFoundError Traceback (most recent call last)
Cell In[3], line 3
1 from merlion.models.defaults import DefaultDetectorConfig, DefaultDetector
2 model = DefaultDetector(DefaultDetectorConfig())
----> 3 model.train(train_data=train_data)
4 test_pred = model.get_anomaly_label(time_series=test_data)
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\merlion\models\defaults.py:88, in DefaultDetector.train(self, train_data, train_config, anomaly_labels, post_rule_train_config)
66 self.model = ModelFactory.create(
67 "DetectorEnsemble",
68 models=[
(...)
79 **self.config.model_kwargs,
80 )
82 # Univariate model is ETS/RRCF/ZMS ensemble
83 else:
84 self.model = ModelFactory.create(
85 "DetectorEnsemble",
86 models=[
87 ModelFactory.create("AutoETS", model=dict(name="ETSDetector"), transform=transform_dict),
---> 88 ModelFactory.create(
89 "RandomCutForest",
90 online_updates=True,
91 parallel=n_threads > 1,
92 thread_pool_size=n_threads,
93 n_estimators=100,
94 max_n_samples=512,
95 ),
96 ModelFactory.create("ZMS", n_lags=3, transform=transform_dict),
97 ],
98 **self.config.model_kwargs,
99 )
101 return super().train(
102 train_data=train_data,
103 anomaly_labels=anomaly_labels,
104 train_config=train_config,
105 post_rule_train_config=post_rule_train_config,
106 )
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\merlion\models\factory.py:94, in ModelFactory.create(cls, name, return_unused_kwargs, **kwargs)
92 model._load_state(state)
93 return model, {k: v for k, v in kwargs.items() if k not in state}
---> 94 model._load_state(kwargs)
95 return model
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\merlion\models\base.py:396, in ModelBase._load_state(self, state_dict, **kwargs)
394 if "config" in state_dict: # don't re-set the config
395 state_dict.pop("config")
--> 396 self.setstate(state_dict)
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\merlion\models\anomaly\random_cut_forest.py:147, in RandomCutForest.setstate(self, state)
144 def setstate(self, state):
145 # Remove the serialized forest from the state before setting it
146 # Set the forest manually after deserializing it
--> 147 RCFSerDe = JVMSingleton.gateway().jvm.com.amazon.randomcutforest.serialize.RandomCutForestSerDe
148 forest = RCFSerDe().fromJson(state.pop("forest", None))
149 super().setstate(state)
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\merlion\models\anomaly\random_cut_forest.py:41, in JVMSingleton.gateway(cls)
38 if cls._gateway is None:
39 # --add-opens necessary to avoid exceptions in newer Java versions
40 javaopts = ["--add-opens=java.base/java.util=ALL-UNNAMED", "--add-opens=java.base/java.nio=ALL-UNNAMED"]
---> 41 cls._gateway = JavaGateway.launch_gateway(classpath=classpath, javaopts=javaopts)
42 return cls._gateway
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\venv\lib\site-packages\py4j\java_gateway.py:2159, in JavaGateway.launch_gateway(cls, port, jarpath, classpath, javaopts, die_on_exit, redirect_stdout, redirect_stderr, daemonize_redirect, java_path, create_new_process_group, enable_auth, cwd, use_shell)
2099 @classmethod
2100 def launch_gateway(
2101 cls, port=0, jarpath="", classpath="", javaopts=[],
(...)
2104 create_new_process_group=False, enable_auth=False, cwd=None,
2105 use_shell=False):
2106 """Launch a
Gateway
in a new Java process and create a default2107 :class:
JavaGateway <py4j.java_gateway.JavaGateway>
to connect to2108 it.
(...)
2157 connected to the
Gateway
server.2158 """
-> 2159 _ret = launch_gateway(
2160 port, jarpath, classpath, javaopts, die_on_exit,
2161 redirect_stdout=redirect_stdout, redirect_stderr=redirect_stderr,
2162 daemonize_redirect=daemonize_redirect, java_path=java_path,
2163 create_new_process_group=create_new_process_group,
2164 enable_auth=enable_auth, cwd=cwd, return_proc=True,
2165 use_shell=use_shell)
2166 if enable_auth:
2167 _port, _auth_token, proc = _ret
File C:\Mail@Cloud\DataMining\Python\The Numenta Anomaly Benchmark (NAB)\GitHub\Merlion\venv\lib\site-packages\py4j\java_gateway.py:331, in launch_gateway(port, jarpath, classpath, javaopts, die_on_exit, redirect_stdout, redirect_stderr, daemonize_redirect, java_path, create_new_process_group, enable_auth, cwd, return_proc, use_shell)
328 popen_kwargs.update(get_create_new_process_group_kwargs())
330 popen_kwargs["shell"] = use_shell
--> 331 proc = Popen(
332 command, stdout=PIPE, stdin=PIPE, stderr=stderr, cwd=cwd,
333 **popen_kwargs)
335 # Determine which port the server started on (needed to support
336 # ephemeral ports)
337 _port = int(proc.stdout.readline())
File ~\AppData\Local\Programs\Python\Python39\lib\subprocess.py:951, in Popen.init(self, args, bufsize, executable, stdin, stdout, stderr, preexec_fn, close_fds, shell, cwd, env, universal_newlines, startupinfo, creationflags, restore_signals, start_new_session, pass_fds, user, group, extra_groups, encoding, errors, text, umask)
947 if self.text_mode:
948 self.stderr = io.TextIOWrapper(self.stderr,
949 encoding=encoding, errors=errors)
--> 951 self._execute_child(args, executable, preexec_fn, close_fds,
952 pass_fds, cwd, env,
953 startupinfo, creationflags, shell,
954 p2cread, p2cwrite,
955 c2pread, c2pwrite,
956 errread, errwrite,
957 restore_signals,
958 gid, gids, uid, umask,
959 start_new_session)
960 except:
961 # Cleanup if the child failed starting.
962 for f in filter(None, (self.stdin, self.stdout, self.stderr)):
File ~\AppData\Local\Programs\Python\Python39\lib\subprocess.py:1420, in Popen._execute_child(self, args, executable, preexec_fn, close_fds, pass_fds, cwd, env, startupinfo, creationflags, shell, p2cread, p2cwrite, c2pread, c2pwrite, errread, errwrite, unused_restore_signals, unused_gid, unused_gids, unused_uid, unused_umask, unused_start_new_session)
1418 # Start the process
1419 try:
-> 1420 hp, ht, pid, tid = _winapi.CreateProcess(executable, args,
1421 # no special security
1422 None, None,
1423 int(not close_fds),
1424 creationflags,
1425 env,
1426 cwd,
1427 startupinfo)
1428 finally:
1429 # Child is launched. Close the parent's copy of those pipe
1430 # handles that only the child should have open. You need
(...)
1433 # pipe will not close when the child process exits and the
1434 # ReadFile will hang.
1435 self._close_pipe_fds(p2cread, p2cwrite,
1436 c2pread, c2pwrite,
1437 errread, errwrite)
FileNotFoundError: [WinError 2] Не удается найти указанный файл
The text was updated successfully, but these errors were encountered: