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https://github.com/clearml/clearml
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flake8 + change ModuleNotFoundError to ImportError (support py 2.7/3.5)
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@ -383,7 +383,8 @@ class SearchStrategy(object):
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If returns ``False``, the job was aborted / completed, and should be taken off the current job list
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If there is a budget limitation, this call should update ``self.budget.compute_time.update`` / ``self.budget.iterations.update``
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If there is a budget limitation, this call should update
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``self.budget.compute_time.update`` / ``self.budget.iterations.update``
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:param TrainsJob job: A ``TrainsJob`` object to monitor.
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@ -1,9 +1,8 @@
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from time import sleep, time
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from time import sleep
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from typing import Any, Optional, Sequence
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from ..optimization import Objective, SearchStrategy
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from ..parameters import (
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DiscreteParameterRange, UniformParameterRange, RandomSeed, UniformIntegerParameterRange, Parameter, )
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from ..parameters import (DiscreteParameterRange, Parameter, UniformIntegerParameterRange, UniformParameterRange)
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from ...task import Task
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try:
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@ -57,10 +57,10 @@ class ExtApiServiceProxy(ApiServiceProxy):
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for module_path in self._get_services_modules():
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try:
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return importlib.import_module(name, package=module_path)
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except ModuleNotFoundError:
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except ImportError:
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pass
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raise ModuleNotFoundError(
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raise ImportError(
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"No module '{}' in all predefined services module paths".format(name)
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)
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@ -311,8 +311,8 @@ class Config(object):
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try:
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return ConfigFactory.parse_file(file_path)
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except ParseSyntaxException as ex:
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msg = "Failed parsing {0} ({1.__class__.__name__}): (at char {1.loc}, line:{1.lineno}, col:{1.column})".format(
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file_path, ex)
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msg = "Failed parsing {0} ({1.__class__.__name__}): " \
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"(at char {1.loc}, line:{1.lineno}, col:{1.column})".format(file_path, ex)
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six.reraise(
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ConfigurationError,
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ConfigurationError(msg, file_path=file_path),
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@ -65,8 +65,8 @@ class Metrics(InterfaceBase):
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"""
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Write events to the backend, uploading any required files.
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:param events: A list of event objects
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:param async_enable: If True, upload is performed asynchronously and an AsyncResult object is returned, otherwise a
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blocking call is made and the upload result is returned.
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:param async_enable: If True, upload is performed asynchronously and an AsyncResult object is returned,
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otherwise a blocking call is made and the upload result is returned.
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:param callback: A optional callback called when upload was completed in case async is True
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:return: .backend_api.session.CallResult if async is False otherwise AsyncResult. Note that if no events were
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sent, None will be returned.
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@ -226,7 +226,8 @@ class _Arguments(object):
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# if we have an int, we should cast to float, because it is more generic
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if var_type == int:
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var_type = float
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elif var_type == type(None): # noqa: E721 - do not change! because isinstance(var_type, type(None)) === False
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elif var_type == type(None): # noqa: E721 - do not change!
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# because isinstance(var_type, type(None)) === False
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var_type = str
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# now we should try and cast the value if we can
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try:
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@ -473,7 +473,7 @@ class Artifacts(object):
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try:
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with open(local_filename, 'wt') as f:
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f.write(artifact_object)
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except Exception as ex:
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except Exception:
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# cleanup and raise exception
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os.unlink(local_filename)
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raise
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@ -495,7 +495,7 @@ class Artifacts(object):
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try:
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with open(local_filename, 'wb') as f:
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pickle.dump(artifact_object, f)
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except Exception as ex:
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except Exception:
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# cleanup and raise exception
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os.unlink(local_filename)
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raise
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@ -109,7 +109,7 @@ class WeightsFileHandler(object):
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@classmethod
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def add_pre_callback(cls, callback_function):
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# type: (Callable[[Union[str, WeightsFileHandler.CallbackType], WeightsFileHandler.ModelInfo], Optional[WeightsFileHandler.ModelInfo]]) -> int
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# type: (Callable[[Union[str, WeightsFileHandler.CallbackType], WeightsFileHandler.ModelInfo], Optional[WeightsFileHandler.ModelInfo]]) -> int # noqa
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"""
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Add a pre-save/load callback for weights files and return its handle. If the callback was already added,
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return the existing handle.
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@ -127,7 +127,7 @@ class WeightsFileHandler(object):
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@classmethod
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def add_post_callback(cls, callback_function):
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# type: (Callable[[Union[str, WeightsFileHandler.CallbackType], WeightsFileHandler.ModelInfo], WeightsFileHandler.ModelInfo]) -> int
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# type: (Callable[[Union[str, WeightsFileHandler.CallbackType], WeightsFileHandler.ModelInfo], WeightsFileHandler.ModelInfo]) -> int # noqa
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"""
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Add a post-save/load callback for weights files and return its handle.
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If the callback was already added, return the existing handle.
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@ -42,7 +42,7 @@ class PatchFastai(object):
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try:
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PatchFastai.__metrics_names = ["train_loss"] if recorder.no_val else ["train_loss", "valid_loss"]
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PatchFastai.__metrics_names += recorder.metrics_names
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except Exception as ex:
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except Exception:
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pass
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@staticmethod
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@ -84,7 +84,7 @@ class PatchFastai(object):
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iteration = kwargs.get("iteration", 0)
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for name, val in stats_report.items():
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logger.report_scalar(title="model_stats_gradients", series=name, value=val, iteration=iteration)
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except Exception as ex:
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except Exception:
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pass
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@staticmethod
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@ -74,5 +74,6 @@ class PostImportHookPatching(object):
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@staticmethod
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def remove_on_import(name, func):
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if name in PostImportHookPatching._post_import_hooks and func in PostImportHookPatching._post_import_hooks[name]:
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if name in PostImportHookPatching._post_import_hooks and \
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func in PostImportHookPatching._post_import_hooks[name]:
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PostImportHookPatching._post_import_hooks[name].remove(func)
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@ -19,7 +19,7 @@ def get_cache_dir():
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cache_base_dir = Path( # noqa: F405
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expandvars(
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expanduser(
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TRAINS_CACHE_DIR.get() or
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TRAINS_CACHE_DIR.get() or # noqa: F405
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config.get("storage.cache.default_base_dir") or
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DEFAULT_CACHE_DIR # noqa: F405
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)
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@ -2375,7 +2375,7 @@ class Task(_Task):
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relative_file_name = filename.relative_to(offline_folder).as_posix()
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zf.write(filename.as_posix(), arcname=relative_file_name)
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print('TRAINS Task: Offline session stored in {}'.format(zip_file))
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except Exception as ex:
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except Exception:
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pass
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# delete locking object (lock file)
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@ -61,9 +61,9 @@ class DeferredExecution(object):
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def defer_execution(self, condition_or_attr_name=True):
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"""
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Deferred execution decorator, designed to wrap class functions for classes containing a deferred execution pool.
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:param condition_or_attr_name: Condition controlling whether wrapped function should be deferred. True by default.
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If a callable is provided, it will be called with the class instance (self) as first argument.
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If a string is provided, a class instance (self) attribute by that name is evaluated.
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:param condition_or_attr_name: Condition controlling whether wrapped function should be deferred.
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True by default. If a callable is provided, it will be called with the class instance (self)
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as first argument. If a string is provided, a class instance (self) attribute by that name is evaluated.
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:return:
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"""
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def decorator(func):
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@ -147,7 +147,8 @@ def create_2d_scatter_series(np_row_wise, title="Scatter", series_name="Series",
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:param layout_config: optional dictionary for layout configuration, passed directly to plotly
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:return: Plotly chart dict.
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"""
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plotly_obj = _plotly_scatter_layout_dict(title=title, xaxis_title=xtitle, yaxis_title=ytitle, comment=comment) # noqa: F841
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plotly_obj = _plotly_scatter_layout_dict( # noqa: F841
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title=title, xaxis_title=xtitle, yaxis_title=ytitle, comment=comment)
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assert np_row_wise.ndim == 2, "Expected a 2D numpy array"
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assert np_row_wise.shape[1] == 2, "Expected two columns X/Y e.g. [(x0,y0), (x1,y1) ...]"
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@ -481,7 +482,8 @@ def create_plotly_table(table_plot, title, series, layout_config=None):
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"""
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if not pd:
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raise UsageError(
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"pandas is required in order to support reporting tables using CSV or a URL, please install the pandas python package"
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"pandas is required in order to support reporting tables using CSV or a URL, "
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"please install the pandas python package"
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)
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index_added = not isinstance(table_plot.index, pd.RangeIndex)
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headers_values = list([col] for col in table_plot.columns)
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@ -87,8 +87,9 @@ class ConfigFactory(object):
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:param resolve: if true, resolve substitutions
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:type resolve: boolean
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:param unresolved_value: assigned value value to unresolved substitution.
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If overriden with a default value, it will replace all unresolved value to the default value.
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If it is set to to pyhocon.STR_SUBSTITUTION then it will replace the value by its substitution expression (e.g., ${x})
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If overriden with a default value, it will replace all unresolved value to the default value.
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If it is set to to pyhocon.STR_SUBSTITUTION then it will replace the value by its
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substitution expression (e.g., ${x})
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:type unresolved_value: class
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:return: Config object
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:type return: Config
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@ -112,8 +113,9 @@ class ConfigFactory(object):
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:param resolve: if true, resolve substitutions
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:type resolve: boolean
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:param unresolved_value: assigned value value to unresolved substitution.
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If overriden with a default value, it will replace all unresolved value to the default value.
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If it is set to to pyhocon.STR_SUBSTITUTION then it will replace the value by its substitution expression (e.g., ${x})
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If overriden with a default value, it will replace all unresolved value to the default value.
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If it is set to to pyhocon.STR_SUBSTITUTION then it will replace the value by
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its substitution expression (e.g., ${x})
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:type unresolved_value: boolean
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:return: Config object or []
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:type return: Config or list
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@ -141,8 +143,9 @@ class ConfigFactory(object):
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:param resolve: if true, resolve substitutions
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:type resolve: boolean
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:param unresolved_value: assigned value value to unresolved substitution.
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If overriden with a default value, it will replace all unresolved value to the default value.
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If it is set to to pyhocon.STR_SUBSTITUTION then it will replace the value by its substitution expression (e.g., ${x})
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If overriden with a default value, it will replace all unresolved value to the default value.
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If it is set to to pyhocon.STR_SUBSTITUTION then it will replace the value by
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its substitution expression (e.g., ${x})
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:type unresolved_value: boolean
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:return: Config object
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:type return: Config
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@ -234,8 +237,9 @@ class ConfigParser(object):
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:param resolve: if true, resolve substitutions
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:type resolve: boolean
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:param unresolved_value: assigned value value to unresolved substitution.
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If overriden with a default value, it will replace all unresolved value to the default value.
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If it is set to to pyhocon.STR_SUBSTITUTION then it will replace the value by its substitution expression (e.g., ${x})
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If overriden with a default value, it will replace all unresolved value to the default value.
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If it is set to to pyhocon.STR_SUBSTITUTION then it will replace the value by
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its substitution expression (e.g., ${x})
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:type unresolved_value: boolean
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:return: a ConfigTree or a list
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"""
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@ -434,7 +438,8 @@ class ConfigParser(object):
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config = config_expr.parseString(content, parseAll=True)[0]
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if resolve:
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allow_unresolved = resolve and unresolved_value is not DEFAULT_SUBSTITUTION and unresolved_value is not MANDATORY_SUBSTITUTION
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allow_unresolved = resolve and unresolved_value is not DEFAULT_SUBSTITUTION and \
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unresolved_value is not MANDATORY_SUBSTITUTION
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has_unresolved = cls.resolve_substitutions(config, allow_unresolved)
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if has_unresolved and unresolved_value is MANDATORY_SUBSTITUTION:
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raise ConfigSubstitutionException(
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@ -489,8 +494,8 @@ class ConfigParser(object):
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if len(prop_path) > 1 and config.get(substitution.variable, None) is not None:
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continue # If value is present in latest version, don't do anything
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if prop_path[0] == key:
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if isinstance(
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previous_item, ConfigValues) and not accept_unresolved: # We hit a dead end, we cannot evaluate
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if isinstance(previous_item, ConfigValues) and not accept_unresolved:
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# We hit a dead end, we cannot evaluate
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raise ConfigSubstitutionException(
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"Property {variable} cannot be substituted. Check for cycles.".format(
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variable=substitution.variable
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@ -515,7 +515,8 @@ class ConfigValues(object):
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tok_type = determine_type(token)
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if first_tok_type is not tok_type:
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raise ConfigWrongTypeException(
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"Token '{token}' of type {tok_type} (index {index}) must be of type {req_tok_type} (line: {line}, col: {col})".format(
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"Token '{token}' of type {tok_type} (index {index}) must be of type {req_tok_type} "
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"(line: {line}, col: {col})".format(
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token=token,
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index=index + 1,
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tok_type=tok_type.__name__,
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